diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 945c1672..42dc10ea 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -14,6 +14,7 @@ repos: - id: check-yaml - id: check-toml - id: check-added-large-files + args: ['--maxkb=1024'] # Code formatting with black - repo: https://github.com/psf/black rev: 25.1.0 diff --git a/bathymetry/Compare202405-2xrezBathymetry-TileRows16-24.ipynb b/bathymetry/Compare202405-2xrezBathymetry-TileRows16-24.ipynb new file mode 100644 index 00000000..4199dad3 --- /dev/null +++ b/bathymetry/Compare202405-2xrezBathymetry-TileRows16-24.ipynb @@ -0,0 +1,3405 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba278f4403811bd0", + "metadata": {}, + "source": [ + "# Compare 202405-2xrez to 202405 Bathymetry - Tile Rows 16 to 24\n", + "\n", + "Detailed, tile by tile, comparison of 202405-2xrez and 202405 bathymetries including preliminary river files.\n", + "This notebook is used iteratively with the `Process202405-2xrezBathymetry.ipynb` notebook to identify features\n", + "in the 2xrez bathymetry that need to be adjusted in the latter notebook.\n", + "\n", + "This notebook is based on the ones that Susan created to do the same thing during the creation of the 202108\n", + "bathymetry (which was known as 202103d at the time):\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_andrivers.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_middle.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_upper.ipynb`" + ] + }, + { + "cell_type": "markdown", + "id": "cf8401f33c351b3e", + "metadata": {}, + "source": [ + "The conda environment file for this notebook is `environment-2xrez.yaml`." + ] + }, + { + "cell_type": "code", + "id": "e7387bf5b19ba0d5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:05.795469684Z", + "start_time": "2026-02-05T20:45:05.496940185Z" + } + }, + "source": [ + "from pathlib import Path\n", + "import sys\n", + "\n", + "import numpy\n", + "import xarray\n", + "\n", + "from plot_tile import plot_tile" + ], + "outputs": [], + "execution_count": 1 + }, + { + "cell_type": "markdown", + "id": "77a5d756b32aab5c", + "metadata": {}, + "source": [ + "Python and library versions:" + ] + }, + { + "cell_type": "code", + "id": "edba4288796645a6", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:05.969689047Z", + "start_time": "2026-02-05T20:45:05.827493135Z" + } + }, + "source": [ + "import bottleneck\n", + "import cmap\n", + "import cmocean\n", + "import h5netcdf\n", + "import h5py\n", + "import plotly\n", + "import matplotlib\n", + "import netCDF4\n", + "import numpy\n", + "import pandas\n", + "import scipy\n", + "import xarray\n", + "\n", + "print(f\"Python {sys.version=}\")\n", + "print(f\"{numpy.__version__=}\")\n", + "print(f\"{xarray.__version__=}\")\n", + "print(f\"{bottleneck.__version__=}\")\n", + "print(f\"{pandas.__version__=}\")\n", + "print(f\"{h5netcdf.__version__=}\")\n", + "print(f\"{h5py.__version__=}\")\n", + "print(f\"{netCDF4.__version__=}\")\n", + "print(f\"{scipy.__version__=}\")\n", + "print(f\"{matplotlib.__version__=}\")\n", + "print(f\"{plotly.__version__=}\")\n", + "print(f\"{cmocean.__version__=}\")\n", + "print(f\"{cmap.__version__=}\")" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Python sys.version='3.12.12 | packaged by conda-forge | (main, Jan 26 2026, 23:51:32) [GCC 14.3.0]'\n", + "numpy.__version__='1.26.4'\n", + "xarray.__version__='2026.1.0'\n", + "bottleneck.__version__='1.6.0'\n", + "pandas.__version__='2.2.2'\n", + "h5netcdf.__version__='1.8.1'\n", + "h5py.__version__='3.15.1'\n", + "netCDF4.__version__='1.7.4'\n", + "scipy.__version__='1.17.0'\n", + "matplotlib.__version__='3.10.8'\n", + "plotly.__version__='6.5.2'\n", + "cmocean.__version__='v3.0.3'\n", + "cmap.__version__='0.7.0'\n" + ] + } + ], + "execution_count": 2 + }, + { + "cell_type": "markdown", + "id": "7279d52e53a7570a", + "metadata": {}, + "source": [ + "## Load Bathymetry Datasets" + ] + }, + { + "cell_type": "code", + "id": "15e20c1666a740de", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.033044438Z", + "start_time": "2026-02-05T20:45:05.973505176Z" + } + }, + "source": [ + "# isolate the probable user-specific part of repo paths to make the notebook portable\n", + "repos_prefix = Path(\"/media/doug/warehouse/MEOPAR/\")\n", + "repos_prefix = repos_prefix if repos_prefix.exists() else Path(\"/data/dlatorne/MEOPAR/\")\n", + "# repos_prefix = Path(\"/home/sallen/MEOPAR/\")" + ], + "outputs": [], + "execution_count": 3 + }, + { + "cell_type": "code", + "id": "6a9086f0d64f9d6d", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.089084612Z", + "start_time": "2026-02-05T20:45:06.036709916Z" + } + }, + "source": [ + "bathy_paths = {\n", + " \"final_202405\": repos_prefix / \"grid\" / \"bathymetry_202405.nc\",\n", + " \"dbl_202405_base\": repos_prefix / \"grid\" / \"bathymetry_double_202405_base.nc\",\n", + " \"dbl_202405\": repos_prefix / \"grid\" / \"bathymetry_double_202405.nc\",\n", + "}" + ], + "outputs": [], + "execution_count": 4 + }, + { + "cell_type": "code", + "id": "9ae2ceec6c0faf34", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.258670866Z", + "start_time": "2026-02-05T20:45:06.116102682Z" + } + }, + "source": [ + "with xarray.open_dataset(bathy_paths[\"final_202405\"], engine=\"h5netcdf\") as bathy_ds:\n", + " bathy = bathy_ds.Bathymetry\n", + " lons = bathy_ds.nav_lon\n", + " lats = bathy_ds.nav_lat\n", + "\n", + "with xarray.open_dataset(bathy_paths[\"dbl_202405_base\"], engine=\"h5netcdf\") as dbl_bathy_base_ds:\n", + " dbl_bathy_base_unmasked = dbl_bathy_base_ds.Bathymetry\n", + " dbl_bathy_base = dbl_bathy_base_unmasked.where(dbl_bathy_base_unmasked != 0, numpy.nan)\n", + " lons_dbl = dbl_bathy_base_ds.nav_lon\n", + " lats_dbl = dbl_bathy_base_ds.nav_lat\n", + "\n", + "with xarray.open_dataset(bathy_paths[\"dbl_202405\"], engine=\"h5netcdf\") as dbl_bathy_ds:\n", + " dbl_bathy = dbl_bathy_ds.Bathymetry" + ], + "outputs": [], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "id": "bdabedeb98c919f", + "metadata": {}, + "source": [ + "Calculate expanded `lons` and `lats` arrays by extrapolating values on south and east edges.\n", + "This provides arrays that `pcoulormesh()` interprets as cell edges so that it doesn't a\n", + "`UserWarning` about the non-montonic lon/lat values that arise due to the rotated grid.\n", + "This code is based on Michael's `expandf()` function in\n", + "https://github.com/SalishSeaCast/analysis-michael/blob/master/bathymetry/bathy_helpers.py" + ] + }, + { + "cell_type": "code", + "id": "2aba0727f2e1879c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.448866081Z", + "start_time": "2026-02-05T20:45:06.284806584Z" + } + }, + "source": [ + "lons_e = numpy.zeros((lons.shape[0]+1, lons.shape[1]+1))\n", + "lons_e[1:, 1:] = lons\n", + "lons_e[0, 1:] = lons[0, :] - (lons[1, :] - lons[0, :])\n", + "lons_e[:, 0] = lons_e[:, 1] - (lons_e[:, 2] - lons_e[:, 1])\n", + "\n", + "lats_e = numpy.zeros((lats.shape[0]+1, lats.shape[1]+1))\n", + "lats_e[1:, 1:] = lats\n", + "lats_e[0, 1:] = lats[0, :] - (lats[1, :] - lats[0, :])\n", + "lats_e[:, 0] = lats_e[:, 1] - (lats_e[:, 2] - lats_e[:, 1])\n", + "\n", + "lons_dbl_e = numpy.zeros((lons_dbl.shape[0]+1, lons_dbl.shape[1]+1))\n", + "lons_dbl_e[1:, 1:] = lons_dbl\n", + "lons_dbl_e[0, 1:] = lons_dbl[0, :] - (lons_dbl[1, :] - lons_dbl[0, :])\n", + "lons_dbl_e[:, 0] = lons_dbl_e[:, 1] - (lons_dbl_e[:, 2] - lons_dbl_e[:, 1])\n", + "\n", + "lats_dbl_e = numpy.zeros((lats_dbl.shape[0]+1, lats_dbl.shape[1]+1))\n", + "lats_dbl_e[1:, 1:] = lats_dbl\n", + "lats_dbl_e[0, 1:] = lats_dbl[0, :] - (lats_dbl[1, :] - lats_dbl[0, :])\n", + "lats_dbl_e[:, 0] = lats_dbl_e[:, 1] - (lats_dbl_e[:, 2] - lats_dbl_e[:, 1])\n" + ], + "outputs": [], + "execution_count": 6 + }, + { + "cell_type": "markdown", + "id": "49a590574052ff4b", + "metadata": {}, + "source": [ + "## x-index Array" + ] + }, + { + "cell_type": "code", + "id": "d4f5cee7291f9813", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.507655194Z", + "start_time": "2026-02-05T20:45:06.452422933Z" + } + }, + "source": [ + "tile_x_min_max = [\n", + " numpy.array([0, 35]),\n", + " numpy.array([30, 65]),\n", + " numpy.array([60, 95]),\n", + " numpy.array([90, 125]),\n", + " numpy.array([120, 155]),\n", + " numpy.array([150, 185]),\n", + " numpy.array([180, 215]),\n", + " numpy.array([210, 245]),\n", + " numpy.array([240, 275]),\n", + " numpy.array([270, 305]),\n", + " numpy.array([300, 335]),\n", + " numpy.array([330, 365]),\n", + " numpy.array([360, 398]),\n", + "]" + ], + "outputs": [], + "execution_count": 7 + }, + { + "cell_type": "markdown", + "id": "ca1534c38d3b5de5", + "metadata": {}, + "source": [ + "## Row 16 - Nanoose Bay to Howe Sound" + ] + }, + { + "cell_type": "code", + "id": "cfb50fe1d77a8c1b", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:06.591755653Z", + "start_time": "2026-02-05T20:45:06.535749308Z" + } + }, + "source": [ + "y_min_max = numpy.array([505, 540])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 8 + }, + { + "cell_type": "markdown", + "id": "e6e90cc52c3a6814", + "metadata": {}, + "source": [ + "### Tile 16, 0\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "8733d069d2f25cf", + "metadata": {}, + "source": [ + "### Tile 16, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "e63df3edec372da7", + "metadata": {}, + "source": [ + "### Tile 16, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "a296867391fd573", + "metadata": {}, + "source": [ + "### Tile 16, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "da5f6ff0570764e6", + "metadata": {}, + "source": [ + "### Tile 16, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "9527466513784c56", + "metadata": {}, + "source": [ + "### Tile 16, 5\n", + "\n", + "* almost all land" + ] + }, + { + "cell_type": "code", + "id": "a48164c1556295cb", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:07.141272405Z", + "start_time": "2026-02-05T20:45:06.612959858Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 9 + }, + { + "cell_type": "markdown", + "id": "d1064de6b420aaea", + "metadata": {}, + "source": [ + "### Tile 16, 6 - Nanoose Bay\n", + "\n", + "* surface Southey Island\n", + "* surface Ruth Island\n", + "* surface Winchelsea Islands\n", + "* surface Yeo Islands" + ] + }, + { + "cell_type": "code", + "id": "9202bd3f549d45f", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:08.116547666Z", + "start_time": "2026-02-05T20:45:07.190166896Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 10 + }, + { + "cell_type": "markdown", + "id": "639cd529d64b7f0f", + "metadata": {}, + "source": [ + "### Tile 16, 7 - Strait of Georgia\n", + "\n", + "* almost all deep water" + ] + }, + { + "cell_type": "code", + "id": "aa69a1a0b7d587b9", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:08.650100958Z", + "start_time": "2026-02-05T20:45:08.182875318Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 11 + }, + { + "cell_type": "markdown", + "id": "e9e5db30009ec9d1", + "metadata": {}, + "source": [ + "### Tile 16, 8 - Strait of Georgia\n", + "\n", + "* almost all deep water" + ] + }, + { + "cell_type": "code", + "id": "e00ecb441fa52bf3", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:09.148177549Z", + "start_time": "2026-02-05T20:45:08.674491938Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=25);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 12 + }, + { + "cell_type": "markdown", + "id": "e65784774473f3a0", + "metadata": {}, + "source": [ + "### Tile 16, 9 - Roberts Creek" + ] + }, + { + "cell_type": "code", + "id": "5498bc950b6350d1", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:09.628881950Z", + "start_time": "2026-02-05T20:45:09.149521247Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 13 + }, + { + "cell_type": "markdown", + "id": "2df415897481356", + "metadata": {}, + "source": [ + "### Tile 16, 10 - Gambier Island\n", + "\n", + "* remove fake islet off the end of the 3rd peninsula" + ] + }, + { + "cell_type": "code", + "id": "749587f3f7db1c2e", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:10.504937599Z", + "start_time": "2026-02-05T20:45:09.629988454Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 14 + }, + { + "cell_type": "markdown", + "id": "681399ede3f1cbd5", + "metadata": {}, + "source": [ + "### Tile 16, 11 - Anvil Island" + ] + }, + { + "cell_type": "code", + "id": "58d649cd32850fe5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:11.026094923Z", + "start_time": "2026-02-05T20:45:10.555648628Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 15 + }, + { + "cell_type": "markdown", + "id": "5cdd469eb1f2b65e", + "metadata": {}, + "source": [ + "### Tile 16, 12 - Britannia Beach" + ] + }, + { + "cell_type": "code", + "id": "22e2933982065a17", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:11.536339650Z", + "start_time": "2026-02-05T20:45:11.051386638Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[12], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=25);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 16 + }, + { + "cell_type": "markdown", + "id": "45869f2adaf85888", + "metadata": {}, + "source": [ + "## Row 17 - Parksville to Squamish Estuary" + ] + }, + { + "cell_type": "code", + "id": "2283b0b9f0f10084", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:11.667604977Z", + "start_time": "2026-02-05T20:45:11.611701820Z" + } + }, + "source": [ + "y_min_max = numpy.array([535, 570])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 17 + }, + { + "cell_type": "markdown", + "id": "c1854b4bbff0f517", + "metadata": {}, + "source": [ + "### Tile 17, 0\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "b2575bc62d0aee87", + "metadata": {}, + "source": [ + "### Tile 17, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "25902d70de777209", + "metadata": {}, + "source": [ + "### Tile 17, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "8c818151d1b00cd5", + "metadata": {}, + "source": [ + "### Tile 17, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "a9f947e163829dca", + "metadata": {}, + "source": [ + "### Tile 17, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "ad66eb3372d65e0f", + "metadata": {}, + "source": [ + "### Tile 17, 5 - Northwest Bay, Rathtrevor, Parksville, Qualicum Beach" + ] + }, + { + "cell_type": "code", + "id": "6e6b97498f9f6ce5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:12.223130096Z", + "start_time": "2026-02-05T20:45:11.682920839Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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B0MN3WAAAfwsCg36NHJzL4PJnLCM2NlZpaWnatWsXt7uPAGaeT+IZgcXv2chh5rnkc4NoRyU9AIQBkvMAAAAAACCcEMsAAABwjyQ9AIQoBrMIRdwmDgAAAADgCfEMhCLiGQCAUBMb7AYAAJxZrVYGtAhpfD4BAAAAANURz0Co4/MJAAglJOkBIEQwmEU44bMKAAAAAJCIZyC88FkFAIQKbncPAEHEwADhjFvFAQAAAEB0Ip6BcEY8AwAQCkjSA0AQMJgFAAAAAADhhFgGAACA/5CkBwCTMJhFJOLqcwAAAACIbMQzEImIZwAAgo1n0gNAgPFsNkQ6Pt8AAAAAEHmIZyDS8fkGAAQTlfQAECB80Uc04Qp0AAAAAIgMxDMAAAACjyQ9APgRA1lEMxL1AAAAABCeiGcgWhHLAAAEC0l6APADBrMAAAAAACCcEMsAAAAIHpL0AFBHDGaBmrgCHQAAAABCG/EMwBmxDABAMMQGuwEAEG6sVisDWsAD/n0AAAAAQOghngG4x78NAIDZSNIDgI8YzAK+498KAAAAAIQG4hmAb/h3AgAwE7e7BwAP+HIOAAAAAADCDfEMoG649T0AwCwk6QHABQazQP0xsAUAAAAA8xDLAAAACB8k6QHgewxmAf8jUQ8AAAAAgUU8A/AvYhkAADOQpAcQ9RjMAgAAAACAcEM8AwgcEvUAgECLDXYDACBYrFYrA1rABPw7AwAAAAD/IZ4BmIN/ZwCAQKKSHkBU4cs1EBxcgQ4AAAAAdUc8AwgO4hkAgEAhSQ8gKjCYBQAAAAAA4YRYBgAAQOQiSQ8gYjGYBUILV58DAAAAgHfEM4DQQjwDABAIPJMeQMTh2WxA6OLfJgAAAAC4RjwDCF382wQA+BtJegARg8EsEB74dwoAAAAAlxDPAMID/04BAP7E7e4BhDW+HAMAAAAAgHBDPAMIT9z6HgDgLyTpAYQlBrNAeGNQCwAAACDaEMsAAABAJZL0AMIGg1kgspCoBwAAABANiGcAkYV4BgDAH3gmPYCQx7PZgMjFv20AAAAAkYp4BhC5+LcNAKgvKukBhCy+7AIAAAAAgHBDPAMAAADekKQHEFIYyALRh9vEAQAAAAh3xDOA6EM8AwBQHyTpAYQEBrNAdGNgCwAAACDcEMsAQDwDAFBXJOkBBA2DWQAAAAAAEG6IZwAAAKC+YoPdAADRx2q1MqAFUAO/FwAAAACEMuIZAFzh9wIAoC5I0gMwDYNZAN7wOwIAAABAqCGeAcAbfkcAAGqL290DCCi+oAKoLZ7nBgAAACDYiGcAqC3iGQCA2iBJDyAgGMwCqA8GtgAAAADMRiwDQH0RzwAA+IokPQC/YTALAAAAAADCDfEMAAAAmI1n0gOoN57NBiAQ+L0CAAAAIJCIZwAIBH6vAAB8QZIeQJ0xmAUQaPyOAQAAAOBvxDMABBq/YwAA3nC7ewC1whdMAGbjeW4AAAAA/GHz5s2qqKgIdjMAAAAAkvQAfENyHkAwkagHAAAAUFuVsYzYWG4mCsB8xDIAAJ6QpAfgFol5AAAAAAAQbohnAAAAINRxGSmAGng2G4BQxO8lAAAAAJ4QzwAQavidBABwp15J+kmTJskwDM2dO9cxLzk5WYsXL5bNZlNxcbHWrVuntm3betzPwIED9fnnn+vs2bMqKirSrl27NHToUKd1Dh8+LMMwakyvvfaaY53FixfXWL5169b6vEUgqjCYBRDq+B0FAAAAoDriGQBCGb+fAACu1Pl29xaLRSNHjtSePXuc5q9evVoXLlzQgAEDVFBQoAkTJmjjxo3q0KGDSkpKXO7rzJkzmjVrlrKzs2W32/WTn/xEixcv1okTJ7R+/XpJUrdu3XTZZZc5tunUqZM2btyo9957z2lf69at0/Dhwx2v7XZ7Xd8iEBX4kggg3PBMNwAAAADEMwCEE2IZAIDq6pSkT0hI0PLlyzVixAhNnTrVMb9du3a644471LFjR+3fv1+SNGbMGJ04cUJDhgzRokWLXO5v8+bNTq/nz5+vYcOGqUePHo4k/alTp5zWmTRpkr7++usa25aWliovL68ubwuIGgxkAQAAAABAuCGeASCckagHAFRVp9vdv/7661q7dq02bdrkND8+Pl6SdP78ece8iooK2e129ejRw+f933PPPWrfvr3+8Y9/uFzesGFDDR06VG+99VaNZXfffbfy8vL0n//8RwsXLtRVV13l83GBSFZ56zcGtAAiAb/LAAAAgOhAPAMAAACRqNaV9IMHD1bXrl3VrVu3Gsuys7P1zTffKCMjQ6NGjVJxcbEmTJiglJQUpaSkeNxvUlKSbDab4uPjVV5erjFjxmjjxo0u133wwQfVtGlTvf32207z161bp/fee09HjhxRamqqZs6cqb///e9KT093edv7uLg4x4UFkpSYmOhDDwDhgwEsgEjGFegAAABAZCKeASBSEcsAAFSqVZK+ZcuWevXVV9WnTx+VlpbWWF5WVqaHHnpIixYt0tmzZ1VWVqaNGzfq448/9rrvwsJCdenSRU2aNNG9996rOXPmKCcnp8bt7CXpySef1Lp165Sbm+s0f+XKlY6f9+3bJ6vVqiNHjqh///5atWpVjf1MnjxZM2bM8OGdA+GDgSwAAAAAAAhHxDQARAMS9QAAqZZJ+vT0dDVv3lw7duy4tIMGDXTXXXdp7Nixio+P186dO5WWlqakpCTFxcXp1KlT2rZtm9cv2YZh6NChQ5KkPXv26KabbtLkyZNrJOlbtWqlXr166Wc/+5nX9h4/flxHjhxRu3btXC7PyMjQnDlzHK8TExNls9m87hcIRQxkAUQjBrYAAABA+COmASDaEM8AANQqSb9p0yZ16tTJad7ixYuVnZ2tl156SRUVFY75BQUFkqS2bdvKYrFo2rRptWpYTEyM063oKw0fPlwnTpzQ2rVrve7jiiuu0LXXXluj4r6S3W53eRt8IFwwiAUABrYAAABAuCKuASCaEc8AgOhWqyR9UVGR9u3b5zSvuLhYp0+fdswfNGiQTp48qaNHj+rmm2/Wq6++qtWrV2vDhg2ObZYsWSKbzaYpU6ZIkiZNmiSr1apDhw4pLi5O999/vx5//HGNHj3a6VgxMTEaPny4lixZovLycqdlCQkJmjFjht5//33l5ubquuuu04svvqhTp065vNU9EM4YxAIAAAAAgHBETAMAAACoZZLeFykpKZozZ46aN2+u3NxcLV26VDNnznRap1WrVk5V9wkJCVqwYIFatmypc+fOKTs7W0OHDnV6xrwk9erVS61bt9Zbb71V47jl5eW6+eab9fjjj6tp06bKzc1VVlaWBg8erKKiIn+/TSAoGMgCgGtcfQ4AAACELuIZAOAa8QwAiF4xkoxgNyJUJCYmqqCgQElJSSosLAx2cwBJDGQBoDYY2CIa8R0WAMDfgsCgX+svVGIasbGxSktL065du5wKhxB+OJeRhfN5SbjHM/ibGTnMPJd8bhDtYoPdAACuWa3WkBnMAkC44PcmAAAAEHzENACgdvidCQDRhyQ9EEIqB7F8KQOAuuN3KAAA8GbSpEkyDENz5851zEtOTtbixYtls9lUXFysdevWqW3bth73M3DgQH3++ec6e/asioqKtGvXLg0dOtRpncOHD8swjBrTa6+95lhn8eLFNZZv3brVv28aMAExDQCoO35/AkB08fsz6QHUHl/AAAAAAMAcFotFI0eO1J49e5zmr169WhcuXNCAAQNUUFCgCRMmaOPGjerQoYNKSkpc7uvMmTOaNWuWsrOzZbfb9ZOf/ESLFy/WiRMntH79eklSt27ddNlllzm26dSpkzZu3Kj33nvPaV/r1q3T8OHDHa/tdru/3jIQUMQ0AAAAgNojSQ8EEQNZAAgMq9Ua9s9zAwAA/peQkKDly5drxIgRmjp1qmN+u3btdMcdd6hjx47av3+/JGnMmDE6ceKEhgwZokWLFrnc3+bNm51ez58/X8OGDVOPHj0cSfpTp045rTNp0iR9/fXXNbYtLS1VXl5evd8jYAbiGQAQGMQzACB6kKQHTMZAFgDMwcAWAABU9/rrr2vt2rXatGmTU5I+Pj5eknT+/HnHvIqKCtntdvXo0cNtkr66e+65R+3bt9fEiRNdLm/YsKGGDh2qOXPm1Fh29913Ky8vT/n5+dq8ebOee+45nTx50uV+4uLiHG2WpMTERKf/wz/o15qqX1wSLmJjY53+j/DFuYwsnE/Xdu7cqZ49ewa7GbXC38zIYea55POCaEeSHjAJyXkAMB+JegAAUGnw4MHq2rWrunXrVmNZdna2vvnmG2VkZGjUqFEqLi7WhAkTlJKSopSUFI/7TUpKks1mU3x8vMrLyzVmzBht3LjR5boPPvigmjZtqrfffttp/rp16/Tee+/pyJEjSk1N1cyZM/X3v/9d6enpLm97P3nyZM2YMaPGfJvN5rGtqBv6NXJ07tw52E2An3AuIwvns6aCgoJgN6FO+JsZOTiXQODFSDKC3YhQkZiYqIKCAiUlJamwsDDYzUEEIDEPAKGBRD0iGd9hAcC7li1bymq1qk+fPvriiy8kSVlZWdq9e7fGjx8vSeratasWLVqkLl26qKysTBs3blRFRYUkqX///m73HRMTozZt2qhJkya69957NW3aND344IMuK44zMzNlt9v1wAMPeGxvixYtdOTIEf385z/XqlWraix3VUlvs9l0zTXX8LfAj+jX8K2cry42NladO3fWnj17HP+uEZ44l5GF8+lduFTU8zczcph5LiuPRTwD0YpKeiAASM4DAAAAQOhIT09X8+bNtWPHDse8Bg0a6K677tLYsWMVHx+vnTt3Ki0tTUlJSYqLi9OpU6e0bds2r+M7wzB06NAhSdKePXt00003afLkyTWSm61atVKvXr30s5/9zGt7jx8/riNHjqhdu3Yul9vtdpcV9oWFhQQ4AyDa+rXqZz7SkmYVFRUR956iFecysnA+3Qu3vz/R9jczknEugcAjSQ/4Ecl5AAhN3PYeAIDotmnTJnXq1Mlp3uLFi5Wdna2XXnrJKTFQeXvZtm3bymKxaNq0abU6VkxMjFOVe6Xhw4frxIkTWrt2rdd9XHHFFbr22muVm5tbq2MDdUU8AwBCE/EMAIhcJOmBemIgCwDhgYEtAADRq6ioSPv27XOaV1xcrNOnTzvmDxo0SCdPntTRo0d1880369VXX9Xq1au1YcMGxzZLliyRzWbTlClTJEmTJk2S1WrVoUOHFBcXp/vvv1+PP/64Ro8e7XSsmJgYDR8+XEuWLFF5ebnTsoSEBM2YMUPvv/++cnNzdd111+nFF1/UqVOnXN7qHvAnYhoAEPqIZwBAZCJJD9QRA1kACD8MbAEAgDspKSmaM2eOmjdvrtzcXC1dulQzZ850WqdVq1ZOVfcJCQlasGCBWrZsqXPnzik7O1tDhw7VypUrnbbr1auXWrdurbfeeqvGccvLy3XzzTfr8ccfV9OmTZWbm6usrCwNHjxYRUVFgXmziHrENAAAAIDgipFkBLsRoSIxMVEFBQVKSkriWRtwiUEsAIQ/kvSINHyHBQDwtyAwIrFfozWuERsbq7S0NO3atYvnXoc5zmVk4XzWTijHMyLxb2a0MvNc8rlBtKOSHvBBtA5iASASUU0PAACAaEJMAwAiA/EMAIgsJOkBDxjIAkBkYmALAACASEY8AwAAAAhtJOmBahjIAkB0IFEPAACASENMAwAiG7EMAIgcJOmB7zGQBQAAAAAA4YiYBgBEDxL1ABAZSNIjqjGIBYDoxsAWAAAA4Yy4BgBEJ+IZABD+SNIjKjGIBQBUYmALAACAcEJMAwAgEc8AgHBHkh5RhYEsAAAAAAAIN8QzAAAAgMhCkh4Rj4EsAMAbrj4HAABAKCKmAQDwhHgGAISv2GA3AAgUq9XKYBYA4DP+ZgAAACBUENMAAPiKvxcAEJ6opEdE4QsJAKA+uAIdAAAAwURcAwAAAIgOJOkRERjEAgAAAACAcERMAwBQXxQdAED4IUmPsMZAFgDgbwxsAQAAEGjEMwAAAIDoRpIeYYeBLAAg0EjUAwAAIBCIaQAAAoVYBgCEF5L0CBsMZAEAAAAAQDgipgEAMAOJegAIHyTpEdIYxAIAgoWBLQAAAOqLuAYAwGzEMwAgPJCkR0hiEAsACAUMbAEAAFBbxDQAAMFGPAMAQh9JeoQUBrIAAAAAACDcEM8AAAAAUBsk6RF0DGQBAKGMq88BAADgDjENAECoIp4BAKEtNtgNQPSyWq0MZgEAYYG/VwAAAKiKmAYAIBzwtwoAQheV9DAVXwoAAOGKK9ABAABAXAMAEG6IZwBAaCJJD1MwiAUARAIGtgAAANFn8+bNqqioCHYzAACoM+IZABB6SNIjoEjOAwAAAACAcGO1WhUby1MiAQAAAAQGSXr4HYl5AEAk4+pzAACAyEVMAwAQqYhnAEBo4ZJg+I3VamUwCwCICvy9AwAAiCzENAAA0YC/dQAQOqikR73wRx0AEK24Ah0AACD8EdcAAEQb4hkAEBpI0qNOGMQCAMDAFgAAIBwR0wAARDviGQAQfCTpUSsMZAEAAAAAQLghngEAAAAglJCkh1fGHZd+3hG8ZgAAEJK4+hwAACB0kZyPLF2rfO/eWcdzm77n4j52dK799td9f/xv+FwBiADEMwAguGKD3QCELuMO5wQ9AABwjeAvAABAaLFarXxHixBdLRbHVH1+baXt7en4uTJZ74vrLBZHgr7yNQBEAv5WAkDwkKSHk8rEvLvkfPqvGISY7YpTG3TFqQ3BbgYAwAsGtgAAAMFHcj50WC5YZLlQ9zjSRMt+TbTs97iOL4n69D0Wp+R89WWeVE/OV18GAJGAv5sAEBzc7h6Salcxn/4ri3b8gT/cgVY9MX/FqQ06c2XvoLUjGMe2fDFUkmS95c+mH1uSLNdfHHBbD/F5BwAAAIBQRXIhtFRPzFsuWGRt6Ps5qp6Y762l2qDH3a7f1WKpcet7yyfNHD8bLTwfL32Ppcat7y1nLr6HU17aep3FUuPW921bXXr/Xx/lswkgPHDrewAwH0n6KFfX29mTqA8MbxXzZibqg3mRQGVyvuprMxP1lcn5qq9J1APwBYNaAAAAc5CYDz2equZ9SdR7qpr3JVEfO+uQy2Uxxw/JuLaLx2On77Eo5tqa869cL53q43FTXWexqMEJ18vatrKQqAcAAIBLJOmj0e1VBy3X13k3JOr9pza3sw9ksjzYFwlUT85XXxbIRH31xLyr5STqAfiCRD0AAEDg7P7+/2XBbAQcLD+s8r33uJd1XSTqLXsGOn6+V7Pq1IbYlX+4+MNB9+sk5e1RgZtlMYm/+/6nSS6Xe0rUP2dc/P9LJ90fm0Q9gHBBPAMAzEWSPprc7vqK4mBI73fxj/2OddE7SKnPc+b9nSwP9kUCnpLz1dfzd6LeW3IeAOqCgS0AAIB/7Q52A+DglJivqoV8StRrv4uSdUmbFj2ne590n6ivXk3vSM5XavexdPB+zw2o4lJy/nv5v5Oa+paor0zOV5p4FYl6AJGBeAYAmIckfaTzkpiPMQ7JiDGvmr4yOV/1dTAS9fnpF9vRdIf5x65Pct6fgn2RgK+JeVfb1TdRX9fEPNX0AAAAAGCu3W7mN7BYVMYt732WvvbSOHhH/7r1myX7+338yMNKnhL1x97+/odpbjf3JVG/aeV37o/vJVGflLdHha1Xut/egyvXS6M8hEJI1AMAAKA2YoPdAATI7Yd8rpyPMepXYZ/+K88Jz/R+FsfkbrlZ8tMtjgR95WuzXHFqg18T9HXZV2UbgnmhQDCPb8n5Spacr+q3DyrvAfiI56QCAADU0Vu7Lk0eNKDSz6P0tRbHVH1+bViyLZcS9JL0mZcNWlR7feztKgl6SYkzPW6+adFzNeeptWPyqt3HNef937fO/3cn/3c15y08dGmqo6YNL051lW6zKN3G5x2AOYhnAIA5YiQZXteKEomJiSooKFBSUpIKCwuD3Zy6qcct7etTUS+pRkV9bZLvgaym9yURH6iKejOS0d4q2gPZhtpU07tqR5tvl9T52LWppneZmO/9WJ2PLalOFfXpr37/mIdn+KILRBNuE4dAi4jvsACAeomIvwVuEvK7f5HmddNAVdTHxsYqLS1Nu3btUkVFRUCOEQiW/VMlScbhTI/reauod0rMu+Kpol6SPn/b8/JC9xX1kqQnPYz7V37h5eCSHr7F8WNi4mUqKPiRkpI+U2FhubRyq+dtV/6P20Wj3vMcP6taTe8qMV+beIKrxPyOa6I7phCu/y7hGucztNUmnhER30UgydxzyecG0Y7b3UeAnMwMx89tZtR9P/649b2+ruO2AbjtvZlV8tWZWSnu6tbzZh3f223vvbUj5+phdU7Ue7vtvdeK+Q3L6p2o91Vlcr7qaxL1AAAAAOBdl7d2eU3Uc+v7iyqT85ViUvt6TNSnr7XUSNSPtVQZS3u7Nv4z1UzUp1b52dtd5RNn1kzUP3nMy0bfe/gW94n6h3/1/Q+bfdtXFYMezpYk/XWQ+3X++D+HPCbqJ14l/THf/fa+PErPU9V8us0S9Yl6AACASEAlfRXhdtVO1eR8pTYzHq7XPuuapI/Z+snF7a+6r17Hr2+ivj6J+fpW04fKs+aDoT4XCdSnml6qWVFfq9vZB7Cavnpi3hUS9UD0oJoegRRu32EBAP4XEX8LvNza3l2i/vLii/8v+sr/46twqfCsnpyvzltF/R3Tl7ldtu3PPoybh3pYtvJt79s//ISHhV4S7VUT9Y7kfM3ta1TSS07V9JXJ+ar+OshzpX/1RP0fF3156cVDN3tut2rGFCwll8YMxlmvm9dM1N9996WfP/3U+w7CVLj8u4RvOJ+hz9d4RkR8F4EkKukBM5GkryIcfiG4SsxXZ2aivjI577R9EBL1lUnhnPsm1+vYdUnUR3Ny3l/qm6hXk5rPq/OZnxP1viTnK5GkB6ILiXoESjh8hwUABFbE/C2oRaK+Mjlflb8T9QFNHuXnX/q5adNab27J2Xvpxfm/eFzXXZL+xekLJEkfKdHj9m4T9Z6S81W5SdTnJOVKktr09RbL8VYR39Prti6T9JIGabHHPXtL1KtviftlPiTq9aX7RT4l6h9t4n5hhCbqSepGFs5nePAlnhEx30VAkh4wUWywGwDf5GRm+JSgl6ScGd7uJ+ZZjOH5ufYxWz9xTC6Xn3Q9PxCuOLXBKUne5hPf+igQx0bd5Vw9rM7b1XVbhw3uKwZ8YbneovRXL021Udv1AYQ3K7dgBQAAUaoypuE1ruHltvZd3tqly4tdJ+glqclNIT7Gys+/NFWf7wNLzl7H5OTyn3vcLia1r9PrF6cvcCToJemn8hwUv31otXHzUPmeoJdqVMrnJOU6EvSSLwUpNZPwOZlbHFNtt704r6ebZb558a/r9eJf13te6X0PGfgNy7zGI2KaeVhWuEExhV5iUlUr6wGgHohnAEBgUElfRSheteNrYt4Vf1fUu0vKu9w2gNX0viTG61NR76manqR84NSmmt5VYr5NQcv6NaAuFfX9Ll7QYrSr22MiKlFRD0QXKurhb6H4HRYAYK5Q/FvgLp7hvWpaNSvqf3GpWjm7uPpD0GuqXlEfX+X7V2ktEg3+qvBMP33x+Dsu2+h5RTcV9RZL3sUfVp70vL2XivpZjz/gcbnXinrV70503mJc3j4bnrb3tq2nfyOD9ITHbatW07tKzE/5Uw+P2ztV1LtKzLfw3K9VK+pdJeatTw/0fPwIq6in8jqycD7Di6d4Rih+F0HdUEkPmKdBsBuAmuqTmHfaz4yV9UrUxxiHpG1f123bk5/UK1Gf3s9SI1FvVoI8P91SI1FPcj7wcq4e5jFR761iPifpv/VP1Puqn/PdJmIOHqp3oh4AAAAAwp0v8YyczAzvifpfpEn6zOWiGxM+85qob3KTRRcSXC+Lt1hqlaivj8rkvON1eS/Pifr8fKdEvSM5X+nhqzwn6i//ec1E/eNVb3XvOUn/UxXWSNSvyPyv4+c2fatv4Z0/Ylz12Ufltp3/50W36/xVb3tM1A/660x11W1ul7/41L88J+rf/1JK2u1++fFlHhP1Mc0kHXUfl7K8scpzov7uuyMuUQ8AABAJ6nW7+0mTJskwDM2dO9cxLzk5WYsXL5bNZlNxcbHWrVuntm3betzPwIED9fnnn+vs2bMqKirSrl27NHSo832zpk+fLsMwnKbc3Nwa+5o+fbpsNptKSkqUlZWlDh061Octmqo2t7QPtJwZK+t/2/x63vY+vZ/FcUv52ibJ63vb+/z0uh8bdecqEe+XW9r7wttt7/sdujS5EHPQ82MiPOG290B04TZxAAAgkvh8K/tq29THjQmuE/iSdOPa5bpx7XKP28cH+M5G6actNRL0jmXlvTxvnJ8viyWvZoK+0sNXed7+8p9fTMxXTlU8pzGet9XFRP2KzP86pqp8fgxjHT4TrvZfq0c/etn2iw9meNz+r3rb5bzKyZsXn/pXjXkTn1rrmLw67iIm8dKhS1MdWd6aK8tbc72vCAA+IJ4BAP5V59vdWywWrVy5UgUFBcrKytL48eMlSVu2bNGFCxf0v//7vyooKNCECRPUt29fdejQQSUlJS731bNnTzVr1kzZ2dmy2+36yU9+oldeeUX9+/fX+vUXbyM1ffp0DRo0SL16XRrMlJeX69SpU47Xzz77rJ577jk98cQTOnDggKZOnaq77rpL7du3V1FRkdf3FIxba5iRlK9NNb2rxHybvl3rdfy6VNQfXuanuwnU4bb3Zj7XHv7n99veu0nKu1Ofinpuew9EF257D3/h9nAAgHCNZ3i/9b37ZLzkfOt7V4n5Lx9+1OP21Svq09de+n62o7+1VrdhttxyaVsjy+OqF/dfraLe0iumyqvznjd2U01f+Zx3b/06Swtczh+S+Z3n437P3f5DpfDElZjL4nRdrwn1+jfyov4/r+t8J/d9+NLKa7wfZEl398uG5HjctGo1vavEvLVNmvfjhwFujx5ZOJ/hyVU8g3Fp5OB294B56pSkT0hI0M6dOzVmzBhNnTpVu3fv1vjx49WuXTsdOHBAHTt21P79+yVd/EN74sQJTZw4UYsWLfL5GDt27NDatWv1/PPPS7qYpH/wwQeVlub+C+W3336refPm6eWXX5YkxcXFKS8vTxMnTtTChQu9HtPMXwhmD1w8Jep9qZivT6K+Nkl6fyXnK9UmSU9yPnLUO1E/x8Og2Ack6gH4ikQ9/IFBLQAgnOMZ9U3Ua+U3Hhd7S9R3esH9sl0/3ekxeVQ1MV+dL4n6mPs2eVjqe6K+MjlfVW0S9b4m593tP5ST85Uqk/TfbJyj1N7/67Ssavu99Zu7RP0UjZYkTdTvPG7vLlGf8XCxJGly/94et/eWqFfcNx4XR0KinqRuZOF8hieS9JGNJD1gnjo9k/7111/X2rVrtWnTJk2dOtUxPz4+XpJ0/vylgURFRYXsdrt69Ojhc5L+nnvuUfv27TVx4kSn+e3atZPNZlNpaam2b9+uKVOm6PDhw5Kk1NRUpaSkOCrvJclut2vz5s3q3r27yyR9XFyco83SxV8IgRasgYur59PX93b2vvL2fHp/J+aravNJhsdEPYn5yFTX59PnJF28lV8bfzfIB9vfuvj/BnuCcHAAQWO1WknUAwCAsBC8ROyPVD1RP03bHT/PVPM67fXmxemSJOPoDrfrpH3SU0orcLnMcuhD6Rb3+4/5sftEfYxPtQyXy2Oi/uGrlJP5hdvFOZkZHhPOz2mMX571Ho48td1bv03RaKdEfWVyvtJLmuQxUT/xYZtTor4yOe94vXaD50T9O21qJuqHXnHpZy8XrVhydtVI1Fv2XKrAt3Ze5XF7AJCIZQCAv9Q6ST948GB17dpV3bp1q7EsOztb33zzjTIyMjRq1CgVFxdrwoQJSklJUUpKisf9JiUlyWazKT4+XuXl5RozZow2brx066/t27fr8ccf14EDB9S8eXNNnTpVW7ZsUceOHXXmzBm1aNFCkpSX5/zMrry8PLVu3drlMSdPnqwZM2bUsgdqL1QGLvVJyudk7qxXNb2rRH0gk/NVuUrUk5xHVZXJecdrFxe11EbMwUM+V9NXJucrlXW2qMEequkBAAAABJ8Z8QxvSdGLfqRpmuNyybSH8zRzpftE/c0rlztV01cm5yvFtEr3mKivznLow0svVk2TBs50u271RH3N5Py9kjxV09dM1HtKzFfnqm9DJUYVynxJ1HviS6K+qZq6Xe5Ton5tvutlD3eVVu702D5Lzi6p8P9cL9szkEQ9AACASWqVpG/ZsqVeffVV9enTR6WlpTWWl5WV6aGHHtKiRYt09uxZlZWVaePGjfr444+97ruwsFBdunRRkyZNdO+992rOnDnKycnR5s2bJUmZmZmOdffu3autW7fq0KFDGjZsmObOvfScJcNwvnt/TExMjXmVMjIyNGfOpUFeYmKibDab17b6KtIGPv5I1Odkeh4oBApJ+ejjrZq+emK+xvIAJ+qrJ+erIlEPRBeuQAcAAKEkGLEMT0nRyvYs7ut+e18S9Sp2neSXvCfq0z7pqZg241wv9CFRrzi3i+VLoj4n89+eduBRpMWmzOLtAgdvF5a4StS/pEmOnzP0Rp3aNWXtB5KkF3WP+5U8JOonP3z24vF9fyKpwxLLbknSMGuX2m8MIOIQywCA+qvVM+kHDBig1atXq6yszDGvQYMGqqioUEVFheLj4x3PjklKSlJcXJxOnTqlbdu2yWq1auzYsT437M0339S1116rvn3dj8LWr1+vr7/+WmPGjFFqaqpycnKUlpam3bt3O9ZZvXq18vPz9cQTT3g9pj+efxENg5+6JOqDlZwHqifqvSXna2xfj0S9VPP59J6S89WRqAeiC4Nb1BXPcAMAREo8w9tzzhf3ja8xr6oaifqHq3y/WvyI1+NXT9SP/f0yvVYwVGOT/qzX/3TA88bVE/UeE/PVuU7S1yc5D2dVn0lvlNv9sk/vd4DwzFuivmo1fWVyviqPiXrJKVFfmZx3Ov6iP7jdtGo1fWVyvqpgJup5hnlk4XyGv8pYBuPSyMEz6QHz1KqSftOmTerUqZPTvMWLFys7O1svvfSS0x/SgoKLz+xq27atLBaLpk2bVquGxcTEOD0vvrq4uDjddNNN+uc//ylJOnz4sHJzc9W7d29Hkr5hw4bq2bNnjWfbB0IoDGZDEcl5BFttk/I1tvdDRf22f/p26/vqqKgHogtXoQMAgGAIpXiGt7YMzyz1mKif9nCeZqq/m41XeE3Ux7RK15PDf+l4fXnipWVPDk7VoncPu9941TRpsPuKes+cq+lJzocHX+4A4SmRP1lPe0zUZ6zdoEK5T1hM0d+9VtRP9niXBvcsewbqV09Od7t8iWU3FfUAJBHLAID6qFWSvqioSPv27XOaV1xcrNOnTzvmDxo0SCdPntTRo0d1880369VXX9Xq1au1YcMGxzZLliyRzWbTlClTJEmTJk2S1WrVoUOHFBcXp/vvv1+PP/64Ro++9Iyn2bNn66OPPtLRo0eVnJysqVOnKikpSUuWLHGsM2/ePE2ZMkUHDx7UwYMHNWXKFJWUlGjFihW17xkfhdJg1izebntPYh64KGfGSknSiSC3AwAAAACqC9d4hqtE/UxNqPLKTZJe8pio/+Hwo3VvVJ2T81XdG7bnJJpVT9RXP4fenm/vKlE/WU87fp6i2R6P7zpRn17l55fdH/vJX9Wspn/ymMfj+cKy94IkydqpYb33BSA8WK1W/fjHPw52MwAg7NQqSe+LlJQUzZkzR82bN1dubq6WLl2qmTOdByutWrVyqrpPSEjQggUL1LJlS507d07Z2dkaOnSoVq5c6VinZcuWeuedd3TllVfq5MmT2rZtm26//XYdPXppEPXyyy+rUaNGWrBggZo1a6bt27erT58+Kioq8ut7ZNDkOlFPch6RqrbV9JXJ+UrJmzJ04t663QaPanogunAFOgAACKRIiWcMzyz1kPhsL+k/HjZ2TtRXT86v1kQ9qJdcblqjmt4PyflIOSfRzNs59CVR786L+n8+Jur/n8tlGXpWk70l6vWsy2V/0FP6lf7kdtvq1fSVyfmqr0nUAwAAuFerZ9JHOm/Pv2DgBEQ3T4n66ol5V+qaqJd4Pj0QbUjUozZ4hhsAwNPfgkiNZXh/HriHRL2kH6qH22WVSfrLExs6nkl/vvBSAnKRfuFzO12J1HMSygLxTPraqv6Zrfo58PZ5dpeofyqzzOv27pL0IzLLfTq2p0S9JP3h7Y4el/s7Uc8zzCML5zNyVJ5LxqXhj2fSA+aJDXYDQl1OZoZjAhDdXCXic2as9ClBX19lnUnYAQAAAP4yadIkGYahuXPnOuYlJydr8eLFstlsKi4u1rp169S2bVuP+xk4cKA+//xznT17VkVFRdq1a5eGDh3qtM706dNlGIbTlJubW2Nf06dPl81mU0lJibKystShQ4d6vcdIj2V4f2/tXWzzgWPyZLUm1pj3XGaeY6oL4kuo+hlwdVt8T6pXyj+VWeZI0Hvbvnql/IjMckeC3pdj/0FPuZxXOXlTvcIeAAAAF/n9dveRgkETAFfqk5Cvz23vJW59D0QTbnsPAEDgWCwWjRw5Unv27HGav3r1al24cEEDBgxQQUGBJkyYoI0bN6pDhw4qKSlxua8zZ85o1qxZys7Olt1u109+8hMtXrxYJ06c0Pr16x3r7d27V7169XK8Li8vd9rPs88+qwkTJuiJJ57QgQMHNHXqVG3YsEHt27ev9SP8oime4e024lJ7t/3xeeYEdes7x+2WqzVR1g8mSZJ+88EJGVVOmffjXloP8JW3z9WL+n91/kxl6FmP23o7tsdk/BN3SG9v9Xh8bn0PRI/Nmzera9eu3lcEAJCkd+WLD2YE7dZXACJbXRP1t79+SJJk7XHW300CEKJI1AMA4H8JCQlavny5RowYoalTpzrmt2vXTnfccYc6duyo/fv3S5LGjBmjEydOaMiQIVq0aJHL/W3evNnp9fz58zVs2DD16NHDKUlfVlamvDz3Fdjjxo3TrFmztGrVKknSsGHDlJeXp0ceeUQLFy70+f0Rz7ikPgnyzzMn+LR/d0lNkvOoK1efK18/T/XZ1pftPV6Y4iFR/8ITn1/8wdrd57YACG/EMwDANyTpASCEVSbnK1n+1YxEPQAAAFBHr7/+utauXatNmzY5Jenj4+MlSefPn3fMq6iokN1uV48ePdwm6au755571L59e02c6Hy79Hbt2slms6m0tFTbt2/XlClTdPjwYUlSamqqUlJSnJL6drtdmzdvVvfu3WuVpI9G1ROLtUlKVq+m9yU5769jA+7U53NU389gfartqyfqHcn57621bFF/EvUAAAAOJOkBwGTequmrJ+arI1EPRA+uPgcAwH8GDx6srl27qlu3bjWWZWdn65tvvlFGRoZGjRql4uJiTZgwQSkpKUpJSfG436SkJNlsNsXHx6u8vFxjxozRxo0bHcu3b9+uxx9/XAcOHFDz5s01depUbdmyRR07dtSZM2fUokULSapRaZ+Xl6fWrVu7PGZcXJzjwgJJSkxMlCTFXBbnW2dEmMMbXqnzttYNk9wuq+xPT/1an2PDPL6cS3h3eMMruuVnM9yv8Ks+mqKXL/6cWPP29ht+/Lnu23xbvdoQGxvr9H+EN85n5Kh+Lnfu3KmePXsGs0moo8rvlZX/N+NYQLQiSQ8AQeAqUe8tOV8ViXogepCoBwCg/lq2bKlXX31Vffr0UWlpaY3lZWVleuihh7Ro0SKdPXtWZWVl2rhxoz7++GOv+y4sLFSXLl3UpEkT3XvvvZozZ45ycnIct8LPzMx0rLt3715t3bpVhw4d0rBhwzR37lzHMsMwnPYbExNTY16lyZMna8aMGTXmt/7xWK/tRe3Rr5GDc1l/BQW1u+NEoHTu3DnYTYAfcT4jR9VzWVBQEMSWoL5sNluwmwBEvBhJrkd8USgxMVEFBQVKSkrSnvemBLs5AKJAm+yH67U9iXogepCohztVv8MWFhYGuzkAEJIGDBig1atXq6yszDGvQYMGqqioUEVFheLj41VRUSHpYmV8XFycTp06pW3btslqtWrsWN8Te2+++aauvfZa9e3b1+0669ev19dff60xY8YoNTVVOTk5SktL0+7dux3rrF69Wvn5+XriiSdqbO+qkt5ms+maa67RZ0v+1+e2wrOYy+LU+sdjdSTrNRnl9mA3B/XAufS/Ww4OdLtsysRPvG5f14r62NhYde7cWXv27HH83kb44nxGDk/nkor68FL1e2WgYwyVxyKegWhFJb0bbfpO5lliAAAgZFBRDwBA3W3atEmdOnVymrd48WJlZ2frpZdecgomV1Z9tW3bVhaLRdOmTavVsWJiYpwS6NXFxcXppptu0j//+U9J0uHDh5Wbm6vevXs7kvQNGzZUz549azzbvpLdbpfdXjPRWFhYqNTe/0s8w8+McjuJ3QjBufSfQrv7uq/JM/vohXFrXS6brl9LknpXWOt1/MqLrBAZOJ+Rw9W5zMrKIp4RhgoLC0mcAwHGw148aNPX/TOjAcAfcm5cWa/tLf9qVvuNbrZcmgAAAIAoUFRUpH379jlNxcXFOn36tPbt2ydJGjRokHr27KnU1FQ98MAD2rBhg1avXq0NGzY49rNkyRK9+OKLjteTJk1Sr169lJqaqvbt22v8+PF6/PHH9ec//9mxzuzZs3XXXXfpuuuu06233qq//vWvSkpK0pIlSxzrzJs3T1OmTNGDDz6ojh076u2331ZJSYlWrFhRp/dLPANAoHmLZ0yf19/5tX7tSNBL3CkMAACASnoACLKcG1fW67b3Pj2f3l1C/maL9GX9rl4HYB6q6QEACJyUlBTNmTNHzZs3V25urpYuXaqZM2c6rdOqVSun6rCEhAQtWLBALVu21Llz55Sdna2hQ4dq5cpLyauWLVvqnXfe0ZVXXqmTJ09q27Ztuv3223X06FHHOi+//LIaNWqkBQsWqFmzZtq+fbv69OmjoqKiwL9xAKgjb/GM6fP6S+Oud7vcYrHIaiUmAUQD4hkAUBPPpK/C3fM8uU0cADP4/fn0tamUJ1EPhBUGtqiKZ9IDAIhnBEbMZXG6rtcEfbNxDrdID3Ocy8CqEc8Yd6rKC+/Pnq+eqG/R7tJ45/hB52WxsbFKS0vTrl27uD16BOB8Rg5fzyXxjNBnZoyBeAaiHbe79wG3iQNgBr/c+r6ut7Ln1vdAWKHaBAAA+IJ4BgAz5Ny48mJivnJyst3r9haLRS3aXZqqqv4aQHgjngEAl5Ck9xEDWwChLOfGlfVO8pOoB8ILA1sAAOAL4hkAgs97ot4TEvVAZCGeAQAXkaSvBQa2AAKtton26sn5K7K4nSUAAAAAZ8QzAARaTubfvazhOVHf8geetyZRDwAAIg1JegAIMd4S9ZWJeXfr1StRTzU9EFa4+hwAAABAqCBRD8BXxDMAgCR9rXH1OQAzuErA++WW9r4gUQ+EFQa2AADAF8QzAJjBdaL+tipT3Vwz7+IEIHIQzwAQ7UjS1wEDWwBmqFoxX9vkfL1ve0+iHggrDGwBAIAviGcAMMPFRH3dEvPVq+mrJ+fTPulZv8YBAACECJL0dcTAFkCoI1EPAAAAoDriGQBCXcsfUDkPRAuKDgBEM5L09cDAFkCoq2ui3vL5xQlA+GBgCwAAfEU8A0Cg5WTWPh7RX//jmABED+IZAKIVSXoAgEP15LzlPNX0QDhhYAsAAAAgVPiSqHeXmP/JdM+Jem57DwAAwh1J+nri6nMAoc5bNX1lYt5d5TyJeiC8kKgHAAC+IJ4BIJhyMjPqVG1fKel//dgYAEFHLANANCJJ7wcMbAGEOleJem5pDwAAAEQ34hkAAq16Ir56cv4PmV3dblu9mj5msnNy3nILRQVAJCFRDyDakKT3Ewa2AELdFVkZXqvm3aGaHggvDGwBAICviGcACLTKxHxdKud/Mv1/FDP5YoLeFRL1QGQhngEgmpCk9yMGtgAiWV0T9ZZ0iyzpDJoBszGwBQAAviKeASCYPFXT+4JEPRBZiGcAiBYk6QEgiuQU1f15b7VVPTlPoh4AAAAAALjiKVHfP+5/3C6rRKIeAACEG5L0fsbV5wBCXX0S9d6q6SsT8+4S8iTqAXNx9TkAAPAV8QwAocxjov749xOAiEE8A0A0IEkfAAxsAUQyV4n62tzSnkQ9YC4GtgAAwFfEMwAEk7fb3tdI1FdLzluSiTcAkYR4BoBIR5IeAKJQfW97bzlv8Vo173F7EvWAqRjYAgAAAAgH3hL19/1w4MUf8lwvJ1EPAADCBUn6AOHqcwChrq6J+pyiDFOfbV/du+kWvUuSHwAAAAgI4hkAgs1Von6t3tNavadPtKrO+92XbtE+4glAWKHoAEAkI0kfQAxsAUSS6sn5nE/qWY1fy4Fx9eQ8iXqgdhjYAgAAXxHPABBsf8js6kjMr9V7tdq2ejV99eQ8iXoAABAKSNIHGANbAKHMW0V8ZWLe3XqBTtRXJubdJeRJ1AO1Q6IeAAAAQETo4HmxJdnisXKeRD0QPohlAIhUJOkBIMq5SsDX5pb2gUjUc0t7AAAAILgoOgAQbDmZXuINrdzMa+VmWTWuEvWWdItjAhA6SNQDiEQk6U3AwBZAqKtaMV+X5837I1HvrWreHZL5QO0wsAUAAAAQLnxK1LtJzA+L8b7/fVWS8tUT8yTqgdBCPANApCFJbxIS9QDgWs4nGfVO8pOoB2qHgS0AAPAFsQwAoSwnM8NrEt9Toj4nZp5yYuZ53N5Tor5tK4vatiIeAZiJeAaASEKS3kQMbgFEstom2qsn50cHKVGfXmpReimDagAAAMAVYhkAgs1VIv6LD2Z4XF5V9UR99eT89Fom6qsn50nUAwCAuiBJDwDwG2+J+srEvLv16puor43/v717D4+yvPf9/wlCsksIIlpCOEqaaJWDhAzXT1z8IJGDUbulKksWNBtkV2BDqbvFE4lQw2Zh1K4GEXF1t4vGYJFrYylxtRAWSeQXXFs8BBQUV9QSknRNQyQmmgOHEJjfH5iBSeaYOT7PvF/XdV+Q5zTPzM2Qub+f536mezhPUI9ow9XnAAAAAIyia9b81eF89/XuLIpxP3Pem6De3cx5gnogdKhnADALQvoQ4wp0AGbnLIAPxC3tveFpNn1XMO8qkCeoR7RhYAsAALxBLQOAETgL6rvCfY/fbS/nQf2ImBvtrbfS91iUvod6AxBI1DMAmAEhfRgwuAVgdlfPmPc1nA/Gbe+5pT3gGgNbAADgDWoZAIzg6lC+ezC/aN9Zj/s/E/Oiy2B+3JAbne7Tpfts+u7hPEE9EFjUMwAYHSE9ACDiBCKo9zRr3hXCfEQjBrYAAMAbBPUAjM5dUL9o31mPQb43QT0z54HQoZ4BwMgI6cOEgS0AuNfboP6XN5zQL2844ddjE9QDAAAAzlHPAGB03YP47uH8wX3L3O7vLKgf9OIJe3OH8B4AAHQhpA8jBrYAEDjdw/mY+/wL6oFow9XnAAAAAKJFVzDvaua8N0G9q2A+5jxBPRBK1DMAGBUhPQAgYnmaTd8VzLuaOe9PUM9sekQjBrYAAMAbTDoAEM0O7lvmMcR3F9THLA30GQGgngHAiAjpw4yBLQC45yyoD8Qt7b1BUI9oxMAWAAB4g3oGALPrHsR3D+erp+10u3/3oD5m6ZWA3jKcegMQaNQzABgNIX0EYGALAO4t/7d8j7PmXfH3tvcE9YhGDGwBAIA3qGcAMLuuYN7VzHlvgvqrw/mrEdQDgUc9A4CRENJHCAa2ABA8vQ3qY4ZdbgAAAACco54BINo5Deqf/d6V5oazoH5EisXeAACAeRHSAwAMoXq7+6vTA6l7OG+5noExog9XnwMAAACAd6qn7XQdzCe539cy3OIymCeoB3xHPQOAURDSRxCuPgcA9/wJ6j3Npu8K5l3NnCeoRzRiYAsAALxBPQMAeucXSRv1i6SNbrchqAd8Rz0DgBEQ0kcYBrYAEDzOgnpfbmlPUI9oxMAWAAB4g3oGgGhXvS/f9cpus+m7h/OvDPI9qI+zWOwNQE/UMwBEOkL6CMTAFgBc8/e29zH3nfA4a94dgnoAAADAOeoZAOBGkvuZ894E9a6CeYJ6wDmCegCRjJA+QjGwBQDXehvUV2/fGdLvtu/OcixblmPZYXt8oLcY1AIAAG9RzwAQzZzNpq/el29vnjgL6of+udTe3CGoBwDAWPqG+wQAAAi27sF89Wf5Sr6598VDy/UWVX7lfWjZPZi3HMtW5YTf9/rxgXCorKyUhaIPAAAAALjlLox/eN85vZr1X9zu/8qgjfpfvx/ndN3435fq4+xZLveNs1h0nousAQfUMwBEKmbSRzCuPgcA1zzNiO+aNe9qu+rPPF/B7o6n2953zZp3NXOeGfUwImbUAwAAb1DPAADXHt53zuW6/6Wf63/p5273H/97ZtQDvqKeASASEdJHOAa2AOCaswDel1vaByOo55b2AAAAAPUMAHCne1DfI5x3M1tech7Uj1t3pQEAgMjH7e4NIDkrx6vvLAKAaOTvd8wH4tb3OvD93u3Lbe9hQNwmDgAAeIt6BgC49vC+c+4vaMqeJbmZNT/+96WynXAe5qfvsejwvcwcBq5GPQNApPFrJv3q1atls9m0ceNG+7IhQ4aosLBQVqtV7e3tKikpUUpKitvj3H///frggw/U3NystrY2ffjhh8rOdpyFuHr1ar3//vtqaWlRQ0ODdu/erZtuuslhm8LCQtlsNod26NAhf55ixOAKdACIPHPHPKy5Yx726xjMuocRcZs4AADgLeoZABAE2bGXmxvpewgjge6oZwCIJL0O6S0Wi5YuXaqjR486LC8uLlZycrLmzJmjtLQ01dbWqqysTP3793d5rKamJm3YsEFTpkzRhAkTVFhYqMLCQs2ePdu+zfTp07VlyxbdfvvtmjVrlvr27av9+/f3OG5JSYmGDh1qb/fcc09vnyIAIEr4etv77uH83P9+u1+P39ug3vK1RZavwzPoHtxYqsGN7r8HDwAAAAAAuObxbiPdb3vfLZyPeabC7e4E9QAARK5ehfTx8fHavn27lixZoubmZvvy1NRUTZkyRcuXL1dlZaU+//xzrVixQgMGDND8+fNdHq+iokLFxcWqqqpSdXW1XnrpJR07dkxTp061b3P33XerqKhIn376qY4dO6bFixdr9OjRSk9PdzjW+fPn1dDQYG9Xn5/RcfU5AASPp6C+K5h3NXPe36DeF93D+VAG9d3DeYL66MXV5wAAwFvUMwDANa+Cejcz5wnqAd9QzwAQKXoV0m/ZskV79uxReXm5w/K4uDhJ0rlz5+zLLl26pI6ODofA3ZM777xTN998sw4ePOhym2uvvVbS5Vn4V8vIyFBDQ4M+++wz/eY3v9F3v/tdrx/XCBjYAkDwOAvqA3FLe294mk3fFcy7CuSDGdR3BfOuAnmC+ujFwBYAAHiLegYAuOYxqPfAWVAfMyrd3gA4op4BIBL4HNLPmzdPkyZNUk5Oz8FVVVWVampqlJ+fr0GDBqlfv3566qmnlJSUpKSkJLfHHThwoFpbW9XR0aE9e/bopz/9qcrKylxuX1BQoLffflvHjx+3LyspKdGPfvQj3XnnnXrsscc0efJkvfXWW4qNdX6VYWxsrBISEhwaACC6VX+W73HWvCvBuO29UW5pT1AfvRjYAgAAbxHUA4Br7oP66R73j3mmwmUwb/l4mZ9nZyzftVjsrTfSP7PYG8yLegaAcPMppB8xYoQ2bdqk7OxsnT9/vsf6zs5OPfjgg7rpppvU3NysM2fOKCMjQ3v37tXFixfdHru1tVUTJ07U5MmT9fTTT6ugoEDTpzv/8PHyyy9rwoQJPW6hv3PnTu3du1fHjx/Xn//8Z91999266aabdO+99zo9Tk5OjlpaWuzNarV6+UqEF4NaAIhcgQjqPc2ad7lvAMJ8T7PmPe2L6MTAFgAAeIuaBgD0lrugvvHb5pq7oD7dalG61diBtKtg3tug3lUwT1BvbtQzAISTTyF9enq6EhMTdfjwYV24cEEXLlxQRkaGHn30UV24cEF9+vTRkSNHlJaWpmuvvVZJSUm6++67df311+vkyZNuj22z2XTixAkdPXpUBQUF+sMf/uB0tv5LL72k++67T5mZmR5D9VOnTqm2tlapqalO1+fn52vgwIH2Nnz4cO9fjDBjUAsAwfPCvpv92r+3QX31sEWqHrbIr8fubVDf22A+UML9+AAAAAAAhJvn2953D+q7hfOLc93u3T2o7x7O9yaov+Fmi735Ku2j6Q5/9oZlokWWie4f211QP9+ySPMt7msxboP6jz663AAA8JFPIX15ebnGjRuniRMn2tsHH3yg7du3a+LEibp06ZJ925aWFjU2NiolJUUWi0VvvvmmTycWExNj/477Lps3b9YDDzygO++8UzU1NR6PMXjwYI0cOVL19fVO13d0dKi1tdWhGQlBPQAEj79BvS+6h/PVnf59F50vAh2O+3qs7o9PUG9cXH0OAAC8RT0DAFzzLqh3M3Pei6De3cx5b4J6V8G8N0F9+mGLvXVf7ovu4fzoTvfbdw/qu4fzN/1orEH3roAAAGLPSURBVNv9ewT13cN5gnrDop4BIFz6+rJxW1ubw3fAS1J7e7u++uor+/K5c+fq9OnTqqur0/jx47Vp0yYVFxertPRK0b2oqEhWq1W5uZc/MKxevVqVlZU6ceKEYmNjdc8992jhwoVavny5fZ8tW7ZowYIFmjNnjlpbW5WYmChJ+uabb3Tu3DnFx8crLy9Pu3btUn19vW688UY9++yzamxs1O7du3v36gAA0Etz//vt+sPv3nW53tOM+erOfCX37V3x0vK1RZWDXA8wgh2ED24sVdMNs3r9+J72R+SqrKyUpZff+QcAAKJLclaOF0EUAESn6n35/l3QtDhXKnzWcVnDzit/H/y9Xh3WMujyeK+mN/u2Xt7X5mab9MMWHU53H5i6mzU/ulOqdZN4fNdi0Uy5DuNv+tFYfb79uMv16Z9ZdPjsv7h+gI8+kiZOdL0eEYt6BoBw8Cmk90ZSUpIKCgqUmJio+vp6bdu2TevXr3fYZtSoUQ6z7uPj4/XKK69oxIgROnv2rKqqqpSdna2dO698cFixYoUkqaKiwuFYDz/8sIqKinTx4kWNHz9eCxcu1KBBg1RfX68DBw5o3rx5amtrC/TTjBgMagEgeF7Yd7OezPqs1/s7C+r9vZ29t5wF9aGcpe4saGeWfHRgYAsAAAAA/nMf1D8oaZf7AyzOlZ6b6HRVzH+ckO0W10F9utWiw8Ov1BS6wvkuNzZINYnO973hZosaP7tq31bHfWNukmyfuz5tZ0G95Vj2lR8mut5Xch7UX7y6fp71e7f7OwvqF/7oJ/a//083Gb07f7B8KEmaW5nWuwMAAEwnRu4vXosqCQkJamlp0cCBAw1363uCegAIHn+Cesm/W+f3djZ9l1DeOj/QmE1vbAT1oWPkz7AAgMAw8u+CSK5nxFwTqxtnrlJNWYFsFzvCfTrwA31pHtHWl55n0zsP6tfJKkl65rl73e7tLqiXpBg3d4B3FdJ3udHDHcRtn0vqlyAtbpEKB0oXHH9/xfT7vuudF1a5P7ik6jLXv1/u8hDUS9LtynC57n/+i4eg/arZ9F3h/NXMGNT36dNHaWlp+vDDDx0maBoNtYzQfq408mdYIBB8+k56RC6+zw0Agqe3IfsL+272+7vtexuyV3fmGzqgl5h5DwAAEA2oZwCAa54vZHrQ4ad1stoDeklat3qP271j/uNEj2VPz/mlvblzY4OTZQlXmicxNzlZlnmlubXNTYBf/W1z49/2Zbtd5269JG16pGfw7uCjj/QHy4dOA3rJeXAPAIg+hPQAAARYIML53jJDOH+13gb1gxtLCfnDrLLSw7QJAADCaPXq1bLZbNq4caN92ZAhQ1RYWCir1ar29naVlJQoJSXF7XHuv/9+ffDBB2publZbW5s+/PBDZWc7FvZXr16t999/Xy0tLWpoaNDu3bt1002OyURhYaFsNptDO3ToUOCeMADAsLwJ6ruH81fzJqh3FcznpngO6l0G856CdkkDv/01O3Cak2B+qofZ8t2D+m7hfHKy+4vAugfx3cP5dftGuN3fWVBveeQRe/PEWVBvsSTIYvHiCgcEDbUMAKFESG8iXH0OAMHjKXTvCuaDEc57Ct27gnkzhfO91T2cJ6gPLwa3AIBIZLFYtHTpUh09etRheXFxsZKTkzVnzhylpaWptrZWZWVl6t+/v8tjNTU1acOGDZoyZYomTJigwsJCFRYWavbs2fZtpk+fri1btuj222/XrFmz1LdvX+3fv7/HcUtKSjR06FB7u+eeewL7xCMY9QwAcC9YXw0yYvUMjVg9o3c7p3zb3HEX1L9zQnrvqJsN5F1Q72bmvDdBvbuZ894E9a6C+ee0xO2+0uWgviuYvzqcJ6gPL2oZAEKFkN5kGNgCQPA4C+BDNWveWQAfLcG8p6C9K5h3tR1BfXgxuAUARJL4+Hht375dS5YsUXNzs315amqqpkyZouXLl6uyslKff/65VqxYoQEDBmj+/Pkuj1dRUaHi4mJVVVWpurpaL730ko4dO6apU6fat7n77rtVVFSkTz/9VMeOHdPixYs1evRopaenOxzr/PnzamhosLerzw8AAHdB/TN61O2+3WfTdw/nt2mLy317zKb3Jpy/Wveg/p0Tl5u3nAX1U6uuNA88BfWeOAvq1+0bYW/uuAvq49SuOLW7XO8uqLdUV8pSzVg7mKhlAAiFvuE+AQAAjCRct7GXev/99GYwuLFUTTfM6rEMAADAF1u2bNGePXtUXl6uNWvW2JfHxcVJks6dO2dfdunSJXV0dGjq1KnaunWrV8e/8847dfPNN+upp55yuc21114r6fIs/KtlZGSooaFBX3/9tSoqKvT000/r9OnTTo8RGxtrP2dJSkhIcPjTiG77+2d17I954T4NBzHXxDr8CeOiL80j2vvS3f/z/6SnlasXXK7P37BfRV1hfMKAHuvj5Po1XZe2Sf+kb39v9uZXzX2SfvHtrPmrHiYhNubyn3uOSfdOcL3/tO638vftJG5LeVbHTub5tM/V/ldpsst1J0t/pQkPuD72Fq3SKm22/xynM9/+7fIL8azKla9ZTvaUMjOvVUVFq/3n6TWXb5Gf0Lff5fV1R1VxY5oXzyD4+vTp4/CnGRw5ckTTp08P92mEXCg/Vxr5sysQCDGSbOE+iUiRkJCglpYWDRw4UK2trZ53iGDBugUSAABG1T3kR2hZLJZwn4JpmekzLAAE07x58/T0009r8uTJOn/+vA4cOKCPPvpIP//5z9W3b1998cUXev/997Vs2TK1t7dr1apVeu655/Rv//ZvysrKcnncgQMHymq1Ki4uThcvXtSKFStUWFjocvs333xT1113naZNm2Zf9tBDD6mtrU21tbUaM2aM1q9fr759+yo9PV0dHR09jvHMM88oLy/Pr9cDAAAAiATUMxCtCOmvYrYCJ0E9AACOehPUd83YJ+T3H0F9cJjtMywABMOIESNUWVmp2bNn69ixY5LkENJL0qRJk7R161ZNnDhRnZ2dKisr06VLlyRJ9957r8tjx8TEKDk5WQMGDNCMGTO0du1a/fCHP1RFRUWPbV9++WXde++9mjp1qqzW7rMCrxg6dKhqa2v1D//wD9q9e3eP9c5m0lutVg0fPtzwvwsiaTZ9zDWxGp25UrUHXpbtYs+LJWAc9KV50JeXuZu57clwjXa7vuSPi/16XHf/j0/46H6HnxNiY2R99EYNf6lGrR026f7brhzHycz3CWM8P767/YOt++tz9Wux44HvuN2352z6SVf+WvSi231dzaZ/bvp/SJJWV9zidv9A6NOnj2677TYdPXrU/vnJLKJtNn0oP1d2PRb1DEQrbncPAADgRPfb6Tu75T4AADCG9PR0JSYm6vDhw/Zlffv21bRp07Ry5UrFxcXpyJEjSktL08CBAxUbG6vGxka9++67Hr+T1Gaz6cSJy9+te/ToUd1yyy3KycnpEdK/9NJLuu+++zRt2jS3Ab0knTp1SrW1tUpNTXW6vqOjw+kM+9bWVsMXOMfMeiziJh3YLnZEdRhoJvSleUR7X7r6v77r/8/kLNffw96mNqfLD+5bJkluX9ejb+S6PHbXY7vdf/z/UfLhh3osb+2wXQ7p/89Hqk7fefk46nmco3/J9fgd89XV+S73D7ajb+Q6/Hz1a/EPb3SoKMt1UL9Ke7ROP3O+8oEfSzt/7XLfSX95X5XJVy6KX2f5xGH9M5OO6ZnKcW7OPHAuXbpkupD+wIEDUTnpwAyfK4FIZ54vCEEP7j6MAQAQjTx9j/3gxlJ7683+cM9TyAEAQLCUl5dr3Lhxmjhxor198MEH2r59uyZOnOhQTG5paVFjY6NSUlJksVj05ptv+vRYMTExDrPcJWnz5s164IEHdOedd6qmpsbjMQYPHqyRI0eqvr7ep8c2C+oZAOBe94uZqvflOyxzd7HTf6rG4eeD+5bZA/pAPLbH/b8N4a92bOJuVafvdLqux/7VPR+rujrf3oxo0b6zWrTvrPuNHvofbldbqiu1zvJJj4C+i6vl8A71DADBwEx6k0vOyom4K9ABAAgnZzPifQnfmVHvn8rKyqi8Ah0AEF5tbW06fvy4w7L29nZ99dVX9uVz587V6dOnVVdXp/Hjx2vTpk0qLi5WaemVzwlFRUWyWq3Kzb08U2716tWqrKzUiRMnFBsbq3vuuUcLFy7U8uXL7fts2bJFCxYs0Jw5c9Ta2qrExERJ0jfffKNz584pPj5eeXl52rVrl+rr63XjjTfq2WefVWNjo9Nb3UcL6hkA4J4//0f+p2r82t/f/5+7wviYa2IlrfJ9fwOH8VfPpu8ezFfvy3d/odpD/6PnjHqH8P5Vt4+/zvJJjxn1lqFXxueVpwii3aGeASDQCOmjAANbAAAc+TsjnqAeAADzSUpKUkFBgRITE1VfX69t27Zp/fr1DtuMGjXKYdZ9fHy8XnnlFY0YMUJnz55VVVWVsrOztXPnlZmAK1askKQet79/+OGHVVRUpIsXL2r8+PFauHChBg0apPr6eh04cEDz5s1TW5vzWxJHC+oZANB7zgJf/k8NP08z5r0K6l34kx7Wf/UiqP/Tfz7sdJ1lqIWgHgBCiJAeAAAAIcXV5wCASJCZmenw8+bNm7V582af9lm7dq3Wrl3rdp+YmBi368+dO6esrCy32wAA0BuE8sbk6QILdyG+u6D+T3rY42MT1LtHPQNAIPGd9FGC73MDACCw+H56//B9bgAAwBvUMwAA0ah6X75D677One5h/J/0sOOyEe4f++pb4KMn6hkAAoWQPoowsAUAILAI6v3DwBYAAHiDegYAAI68Cep7hPNXI6j3C/UMAIFASB9lGNgCABBYBPX+YWALAAC8QT0DAABHfn+dgbOgfsThKw1uUc8A4C9C+ijEwBYAgMAiqAcAAAg+6hkAADgKSFDvIpi3WGL8OzYAwC1CegAAAIQVV58DAAAAABB5COrdo54BwB+E9FGKq88BAAgsZtP7h4EtAADwBvUMAAAc+T2bXulu1xLUu0c9A0BvEdJHMQa2AAAEFkG9fxjYAgAAb1DPAADAEUF9eFHPANAbhPRRjoEtAACIJAxsAQCAN6hnAADgyFlQX70v3948cxLUb0u/0uAW9QwAvuob7hNA+CVn5QTgSjsAACBdnk3fdMOscJ8GAACA6VHPAADAkbvfi9X78r24yC1d2uZ8jeVTiypvJYgGgEBhJj0AAECAcdt7/3D1OQAAAAAAgecuxN+gV7RBr7jd3/KpJdCnZCrUMwD4gpAekrhNHAAAgUZQ7x8GtgAAwBvUMwAA8E33oL57OL9hIUG9P6hnAPAWIT3sGNgCAIBIwsAWAAB4g3oGAAC+qd6X73bmPEE9AAQfIT0AAECQMJseAAAgNAjqAQAIkZHfNrjEpAMA3iCkhwMGtQAABBZBvX8Y2AIAAG9R0wAAwHvz933jdn2P2fTdwnlLK7Pp3aGeAcATQnr0wKAWAIDAIqj3DwNbAAAAAAACz6ugnpnzABAUhPRwiqAeAIDASM66R8lZ94T7NAyPoB4AAHiDegYAAL5xFtS/pQH25g6z6d2jlgHAHUJ6AACAIOgezlss/cJ4NgAAANGDoB4AAN/M3/eNy2B+RuY2t/sS1LtHUA/AFUJ6uMSgFgAA33QF865mzhPU+4eBLQAAAAAAgZWcldP7LOD0q5cb3KKeAcAZQnq4RVAPAIBn3NI+dBjYAgAAb1DPAADAve7hfLkWuty2x2z6buH89Jr/CPDZmQ/1DADd9Q33CSDyJWflqHpffrhPAwCAiNLbUN5i6afKygsBPhsAAAB0Rz0DAICeensh24zMbSrfeSnAZwMA0YuZ9AAAACHW29veD021aGgq3/XG1ecAAAAAAASes9n05Vv+zt48YUa9e9QzAFyNkB5e4TZxAAA4qt63N2SP1T2cJ6hnYAsAALxDPQMAAEee7jJTroWug/nT/6/H41uqP/Hn9EyPegaALoT08BoDWwAAHPkT1HuaTd8VzLsK5AnqGdgCAAAAABBImbpXmbrX/Ubugvq2f5Ra1wb2pADApAjp4ROCegAAAsdZUO/LLe0J6gEAADyjlgEAgKPus+m7h/OZP3nU/QG6B/Vt/+jwo+Xo/X6dn9kx6QCAREiPXmBwCwDAFf7e9t5i6edx1rw70R7UM7AFAADeoJYBAICj6n35bmfOexXUt651OXOeoB4A3COkBwAA8FPvg/rbvm3wB0E9AAAAAADeSc7KsTdPnAb1v7iqodeoZQAgpEevcAU6AAD+cAznR1zr39GifTY9AACAN6hlAACilatg/oD2eNw38yePug7mn/z/3O7LbHr3COqB6EZIj15jcAsAwBWeZ9PfJncz5wnq/cPAFgAAeINaBgAAjtwF9XcoU3co0/0BCOr9Qj0DiF6E9PALg1sAAK5wHtR7f0t7gnr/MLAFAADeoJYBAIg21fvy3a7vHtR3D+ef/mq3+wdY6yToH/bXKw1uUc8AohMhPfzG4BYAgCsuB/XuZ827Q1APAAAQfNQyAADRxpug3t3MeY9BvSQN/U+nwbzlNLUKAOiOkB4AAMAkRsRebtGMq88BAAAAAHDOU1Dfa9/zvIm7oN4y0SLLxOgO8qlnANGHkB4BwRXoAABc4e+g19fZ9N3DectYBrYAAACeUMsAAEQjdzWLDXrc7b49ZtOnftu6PHfU7f7dg/ru4TxBPfUMIJoQ0iNgGNwCAHBFsIP6rmDe1cx5gnoGtgAAwDNqGQAAOPIqqO8ezl9t3Qm3+1tOW9zOnCeop54BRAtCegAAgCAJRlDPLe29x8AWAAB4g6AeABBtPNUrnAX1H+k9e/PIWVD/ze4rzQOCeuoZQDQgpEdAMbAFAMBRIIJ6T7PmXYn22fQAAADeop4BAIg23gT1roL5e99d7fkB1p1wHcz/gaAeAAjpEXAMbAEACIzqffl+h/zRHtRz9TkAAAAAAM75U3NwG9S/+21zx11Q3/fbFsWoZwDmR0gPAAAQZL4OeruH89UV4QnqBzeWanBjqV+PHQkY2AIAAG8w6QAAEI3c1Sz26A23+/YI6j+QYzj/DxPcP3j3oL5bOG+xMPEAgHkR0iMoGNgCAODIU1DfFcy72s7foN4X3cN5gnoAABAtqGcAAODIq6D+AzcbeBPUu5k5T1BPPQMwK0J6BA0DWwAAHDkL4H25pb0/Qb2n2fRdwbyrQJ6gHgAARAvqGQCAaOOpLuEsqJ+gyfbmkbOg/h/uv9J6yXKNRZZrzB/iU88AzCnKv9UDwZacleP3d+kCAGAm/v5erK7IV/L03hWOLWMtqjzuOLAzQ/gOAAAQaMlZOTpZ+qtwnwYAACFTvS/f7YVqe/SGcvSC03WP6V8l/U/3D/APEyR9r1fnZrFYHILq7sG85RqLKi8SZAMwFmbSAwAARBHLWIvHWfOumCHQ5+pzAAAAAABCa5l+rWX6tV/HsFgsbmfOm31GPZMhAfMhpEfQcZs4AAACqze3va+uyLc3fxDUAwCAaDHhgbxwnwIAACHlKQjO15Nu11+eUX9F93B+mZ7o1Tl5+1WBZgzqr55kQVAPmAshPUKCoB4AgMDyJmwPVDBvRgT1AAAAAAD05G9Qn6NdbmfOexPUuwrmqxuiJ6h3dQdEgnrAPPwK6VevXi2bzaaNGzfalw0ZMkSFhYWyWq1qb29XSUmJUlJS3B7n/vvv1wcffKDm5ma1tbXpww8/VHZ2do/tli9frurqap09e1aVlZWaOnVqj22eeeYZWa1WnTlzRgcOHNCtt97qz1NEABHUAwAQWM7C91AE82aYTQ8AAOAtZtQDAODIVVD/K631GOJLvZtR38VtUJ/2bTMwb76ekKAeMIdeh/QWi0VLly7V0aNHHZYXFxcrOTlZc+bMUVpammpra1VWVqb+/fu7PFZTU5M2bNigKVOmaMKECSosLFRhYaFmz55t3+ahhx7Siy++qA0bNigtLU1vv/22SkpKNHLkSPs2Tz75pFatWqWVK1dq8uTJOnXqlEpLSzVgwIDePk0EGEE9AACBdXUoH8oZ82YI6plNDwAAvEU9AwAQTbwJgfP1pL39Smsd1v1v/dLj/u6Cek+/d3sE9d3CeYvFHLPpAZhbr0L6+Ph4bd++XUuWLFFzc7N9eWpqqqZMmaLly5ersrJSn3/+uVasWKEBAwZo/vz5Lo9XUVGh4uJiVVVVqbq6Wi+99JKOHTvmMFN+1apV2rp1q7Zu3aqqqir9/Oc/11//+lctX77cvs3PfvYzbdiwQbt379bx48e1aNEi9e/fXwsWLOjN0wQAAIAbBPUAAAAAAJiTu6Dem++IdxfUP7VvsJ7aN9jt/l4F9SaYOd9d0w2zvNqOegZgfL0K6bds2aI9e/aovLzcYXlcXJwk6dy5c/Zlly5dUkdHh9Nb07ty55136uabb9bBgwclSf369VN6err279/vsN3+/ft1xx13SJLGjBmjpKQkh206OjpUUVFh36a72NhYJSQkODQEH1efAwCASMLAFgAAeIN6BgAg2vT4Tvhu4byvQX33cN7T/v787jXybHp3QX3TDbPs66lnAMbmc0g/b948TZo0STk5Pf9zrKqqUk1NjfLz8zVo0CD169dPTz31lJKSkpSUlOT2uAMHDlRra6s6Ojq0Z88e/fSnP1VZWZkk6YYbblDfvn3V0NDgsE9DQ4OGDh0qSfY/3W3TXU5OjlpaWuzNarV69yLAbwxsAQAwBzPMpgcAAPAW9QwAQLTpCuZdBereBPXuZs77E9R72tdMQf3V4TwAc+jry8YjRozQpk2bNHv2bJ0/f77H+s7OTj344IPaunWrmpub1dnZqbKyMu3du9fjsVtbWzVx4kQNGDBAM2bMUEFBgaqrq1VRUWHfxmazOewTExPTY5k323TJz89XQUGB/eeEhASC+hBKzsrx6rttAABAZBvcWGr4gWJlZaWhB+8AACB0qGcAAODo2B/zeiwLxO9Kf47RtW+T32cRPt7UWqhnAMbl00z69PR0JSYm6vDhw7pw4YIuXLigjIwMPfroo7pw4YL69OmjI0eOKC0tTddee62SkpJ099136/rrr9fJkyfdHttms+nEiRM6evSoCgoK9Ic//ME+W7+xsVGdnZ09ZsQPGTLEPnP+1KlTkuR2m+46OjrU2trq0BBaXIEOAIA5mGFGPbeJAwAA3qKeAQBAT8f+mOfV99V35+m2+v7sa4Z6hSfUMwBj8mkmfXl5ucaNG+ewrLCwUFVVVXr++ed16dIl+/KWlhZJUkpKiiwWi9auXevTicXExNi/4/7ChQs6fPiwZs2apeLiYvs2s2bN0ptvvilJOnnypOrr6zVr1ix99NFHki5/l/306dP11FNP+fTYAAAA8J0ZZtQDAAAAAIDQC8SseVeoVwCIRD6F9G1tbTp+/LjDsvb2dn311Vf25XPnztXp06dVV1en8ePHa9OmTSouLlZp6ZWrlYqKimS1WpWbmytJWr16tSorK3XixAnFxsbqnnvu0cKFC7V8+XL7PgUFBXrttddUWVmpQ4cOaenSpRo1apR+/etf27d58cUXlZubqy+++EJffPGFcnNzdebMGb3++uu+vzIIGW4TBwAAuq5sD/egmdvEAQAAb1HPAADAOJwF9VfPsg93PcJf1DMA4/EppPdGUlKSCgoKlJiYqPr6em3btk3r16932GbUqFEOs+7j4+P1yiuvaMSIETp79qyqqqqUnZ2tnTt32rfZuXOnrr/+ev3iF79QUlKSPvnkE91zzz2qq6uzb/PCCy/oO9/5jl555RVdd911eu+99zR79my1tbUF+mkiwBjYAgBgDr5end79tnORcHU7A1sAAOAt6hkAABiHu1vfR0I9wl/UMwBjiZFkC/dJRIqEhAS1tLRo4MCBfD99GDCoBQDAPNwNbL35PrhIGBgbZWDLZ1gAAL8LgsPb15V6RuSLuSZWN85cpZqyAtkudoT7dOAH+tJc6E/zMFNfRkI9wl/+1DNC+bmSz7CIdn3CfQJAl+SsnHCfAgAACBBnQfzgxlKvAnpX+4daZWVluE8BABAkq1evls1m08aNG+3LhgwZosLCQlmtVrW3t6ukpEQpKSluj3P//ffrgw8+UHNzs9ra2vThhx8qOzu7x3bLly9XdXW1zp49q8rKSk2dOrXHNs8884ysVqvOnDmjAwcO6NZbb/X/iSIkqGcAAGAezuoRQy0WezMC6hmAMRDSI6IwsAUAwDy6Qnlfwvnu+wMAEGgWi0VLly7V0aNHHZYXFxcrOTlZc+bMUVpammpra1VWVqb+/fu7PFZTU5M2bNigKVOmaMKECSosLFRhYaFmz55t3+ahhx7Siy++qA0bNigtLU1vv/22SkpKNHLkSPs2Tz75pFatWqWVK1dq8uTJOnXqlEpLSzVgwIDAvwAICuoZAACYx+DGUpfBvFGCegCRj5AeEYeBLQAA8FdvLwzojqvPAcBc4uPjtX37di1ZskTNzc325ampqZoyZYqWL1+uyspKff7551qxYoUGDBig+fPnuzxeRUWFiouLVVVVperqar300ks6duyYw0z5VatWaevWrdq6dauqqqr085//XH/961+1fPly+zY/+9nPtGHDBu3evVvHjx/XokWL1L9/fy1YsCA4LwQAAAB6zV1Q399iUf8ICPKpZwCRj5AeAAAAEcvXoL17OE9QDwC42pYtW7Rnzx6Vl5c7LI+Li5MknTt3zr7s0qVL6ujocHprelfuvPNO3XzzzTp48KAkqV+/fkpPT9f+/fsdttu/f7/uuOMOSdKYMWOUlJTksE1HR4cqKirs28AYmHQAAIB5dOzLd7u+e1DfPZwnqAfgSd9wnwDgTHJWjqo9/BIEAADRYXBjqZpumOV2vT/7e6OyslKWCBhgAwB6b968eZo0aZImT57cY11VVZVqamqUn5+vZcuWqb29XatWrVJSUpKSkpLcHnfgwIGyWq2Ki4vTxYsXtWLFCpWVlUmSbrjhBvXt21cNDQ0O+zQ0NGjo0KGSZP/T2TajR492+pixsbH2CwskKSEhweFPBEZvXteYa2KDdTrwQ1e/0D/GR1+aC/1pHmbtywulv1LsA3ku1ydlZqq16wcnnxcGZGbqTEVFME7Na75+Pgzl50o+uyLaEdIjYhHUAwCALs6C9lB/Zz1BPQAY14gRI7Rp0ybNnj1b58+f77G+s7NTDz74oLZu3arm5mZ1dnaqrKxMe/fu9Xjs1tZWTZw4UQMGDNCMGTNUUFCg6upqVVxVkLXZbA77xMTE9FjmzTZdcnJylJeX12O51Wr1eL7wHa+reYzOXBnuU0CA0JfmQn+ahyn7smVVuM/ALy0tLb3aj88/QPAR0iOiEdQDAIAu/oTygZhNDwAwrvT0dCUmJurw4cP2ZX379tW0adO0cuVKxcXF6ciRI0pLS9PAgQMVGxurxsZGvfvuux5vE2qz2XTixAlJ0tGjR3XLLbcoJydHFRUVamxsVGdnp322fJchQ4bYZ86fOnVK0uUZ9V1/775Nd/n5+SooKLD/nJCQIKvVquHDh6u1tdXpPvCdP6/rsT/mBeek0Csx18RqdOZK1R54WbaLHeE+HfiBvjQX+tM8oqEvJ3xwv8t1H+Tf5nH/TjfrOoI823769OlebxvKz5VdjwVEK0J6AAAARAVuew8A0au8vFzjxo1zWFZYWKiqqio9//zzunTpkn1512yjlJQUWSwWrV271qfHiomJsd+K/sKFCzp8+LBmzZql4uJi+zazZs3Sm2++KUk6efKk6uvrNWvWLH300UeSLn+X/fTp0/XUU085fYyOjg51dPQsgLe2thLSB0FvXlezBhRGZ7vYQd+YBH1pLvSneZi5L1s7nN/hSJK+/9hH+jTve07X3ar3JEnH9P+43L/vpEnqCOL3xx84cMDnWgafK4Hg6xPuEwA8Sc7KCfcpAAAAkwjELfI9zagEAESetrY2HT9+3KG1t7frq6++0vHjxyVJc+fO1fTp0zVmzBjdd999Ki0tVXFxsUpLr/zuKCoq0rPPPmv/efXq1Zo5c6bGjBmjm2++WT//+c+1cOFC/f73v7dvU1BQoEceeUSLFy/W97//fRUUFGjUqFH69a9/bd/mxRdfVG5urn74wx9q7NixevXVV3XmzBm9/vrrIXh1EAzUMgAAMJfq23e6XX9r3gnHn/WePaCXpAlX/d2Z2CBPCKCWAUQeZtLDELjtPQAAiCTMqAcA80lKSlJBQYESExNVX1+vbdu2af369Q7bjBo1ymHWfXx8vF555RWNGDFCZ8+eVVVVlbKzs7Vz55Ui7s6dO3X99dfrF7/4hZKSkvTJJ5/onnvuUV1dnX2bF154Qd/5znf0yiuv6LrrrtN7772n2bNnq62tLfhPHEFDLQMAAHOpvn2nkt99yOX6W/NOSHmNLtdP0HtuZ9THWixBnVFPLQOILDGSXN+jI8okJCSopaVFAwcO5DYeEYiBLQAACJRAfD99pAxs+QwLAOB3QXAE6nWlnhF+MdfE6saZq1RTVmDa2zBHC/rSXOhP84i2vuwe1F89yz456063+7oK6Qd8+3khEPUKT9zVM0L5uZLPsIh23O4ehsGt4gAAQKBw23sAABAq1DMAADCX6tt3OjSHdfvecrtv99veD9iXbw/opcDUKwAYAyE9DIWBLQAACBSCegAAAAAAEGjeBPXdw/lQopYBRAZCegAAAAAAACCImHQAAEB0cRbUV+97y97cCcVseoJ6IPwI6WE4DGwBAECgMJseAACECvUMAACiy9WhvKdgvjuCesD8COlhSAxsAQBAoBDUAwCAUKGeAQAAIgn1DCB8COlhWAxsAQAAAACA0VDPAAAA3gjFbHoA4UNIDwAAgKgXiIFv9b78AJwJAAAAAADAZdz2HjAvQnoYGlefAwCAQOntwHdwY6l9X4J6AADgDeoZAADAW87qFYO+b7G3QCCoB0KPkB6Gx8AWAACEw9Xh/NUI6gEAgDeoZwAAAG8Nbix1GcwT1APGREgPU2BgCwAAAsHTbPquYN7TdgT1AADAG9QzAABAIAQqqK+oqAjIcQB4RkgP02BgCwAAAsFZAO9NMA8AANAb1DMAAIA3+vy7+wkBgQrqAYQGIT0AAADQzdUz5nsbzjObHgAAAAAABBJBPWAehPQwFa4+BwAAkYSgHgAAeIN6BgAA8FfKmhNKWXOi1/tbLBZNnz49gGcEwB1CepgOA1sAABBJCOoBAIA3qGcAAABvdJ9N3z2ct/z+Op+OZ7FYZLEwAx8INUJ6mBIDWwAAEEkI6gEAgDeoZwAAAG/0+fd8tzPnvQnqCeeB8CKkh2kxsAUAAAAAAEZDPQMAAASCs6DeUnGdvQEIL0J6AAAAIASYTQ8AAAAAAAKlOmunx20sv7/OdTD/K+++v556BhAchPQwNa4+BwAAkYSBLQAA8Ab1DAAA4A13QX111k7PQb6boL56X769jkE9Awg8QnqYHgNbAAAQSRjYAgAAb1DPAAAA3ugexHcP56vH+h7UH/tjXiBODYAbfcN9AgAAAAAAAAB6Ss7K4QI/AADgkacZ89Vjdyr5+EOuN/jVCVWP3amYa2JdH2NfPhcRAgHETHpEBX5xAACASEKxHQAAeIuaBgAACARnM+qrx+60N6+OQT0DCBhm0iNqcPU5AACIJFyBDgAAAAAAQsnbMB5A8DGTHlGFQjgAAIgkXEAIAAC8QT0DAABECmoZQGAQ0gMAAAAAAAARjqAeAABECoJ6wH+E9Ig6DGoBAEAkYWALAAAAAACMhnoG4B9CekQlgnoAABBJGNgCAABvUM8AAACRhHoG0HuE9IhaDGwBAAAAAIDRUM8AAAAAjI+QHgAAAIgAXH0OAAAAAACMhnoG0DuE9IhqXH0OAAAiCQNbAADgDeoZAAAgklDPAHxHSI+ox8AWAABEEga2AAAAAAAAgLkR0gMAAAAAAAAGw6QDAAAQSZh0APiGkB4QA1sAABBZGNgCAABvUM8AAAAAjImQHvgWA1sAABBJCOoBAAAAAICRUMsAvEdIDwAAAAAAABgUkw4AAEAkIagHvENID1yFgS0AAIgkDGwBAIA3qGcAAIBIQj0D8IyQHuiGgS0AAIgkDGwBAIA3qGcAAIBIQj0DcI+QHnCCgS0AAAAAADAa6hkAAACAMRDSAwAAABGOq88BAAAAAIDRUM8AXCOkB1zg6nMAABBJGNgCAABvUM8AAACRhHoG4BwhPeAGA1sAABBJGNgCAABvUM8AAACRhHoG0BMhPeABA1sAABBJGNgCAABvUM8AAACRhHoG4IiQHvACA1sAAAAAAGA01DMAAACAyERIDwAAABgMV58DAAAAAACjoZ4BXOFXSL969WrZbDZt3LjRvmzIkCEqLCyU1WpVe3u7SkpKlJKS4vY4jzzyiA4ePKimpiY1NTWptLRUkydPdtjm5MmTstlsPdrLL79s36awsLDH+kOHDvnzFAE7rj4HAACRhIEtAADwBvUMAAAQSahnAJf1OqS3WCxaunSpjh496rC8uLhYycnJmjNnjtLS0lRbW6uysjL179/f5bEyMjK0Y8cOZWZmasqUKaqrq9P+/fs1bNgw+zaTJ0/W0KFD7W3mzJmSpDfeeMPhWCUlJQ7b3XPPPb19ikAPDGwBAEAkYWALAAC8QT0DAABEEuoZQC9D+vj4eG3fvl1LlixRc3OzfXlqaqqmTJmi5cuXq7KyUp9//rlWrFihAQMGaP78+S6Pl52drX/+53/W0aNH9dlnn2nJkiXq06ePZsyYYd+msbFRDQ0N9vaDH/xAf/nLX1RRUeFwrPPnzztsd/X5AYHAwBYAAESSY3/MC/cpAAAAA6CeAQAAIgn1DES7XoX0W7Zs0Z49e1ReXu6wPC4uTpJ07tw5+7JLly6po6NDU6dO9fr4/fv3V79+/dTU1OR0fb9+/ZSdna3f/e53PdZlZGSooaFBn332mX7zm9/ou9/9rtePC3iLgS0AAAAAADAa6hkAAABAZOjr6w7z5s3TpEmTenxnvCRVVVWppqZG+fn5WrZsmdrb27Vq1SolJSUpKSnJ68d47rnnZLVaVVZW5nT9D3/4Qw0aNEivvvqqw/KSkhK98cYbqq2t1ZgxY7R+/Xq99dZbSk9PV0dHR4/jxMbG2i8skKSEhASvzxEAAAAAAAAAAAAAAF/5NJN+xIgR2rRpk7Kzs3X+/Pke6zs7O/Xggw/qpptuUnNzs86cOaOMjAzt3btXFy9e9OoxnnjiCc2fP18PPPCA08eQpB//+McqKSlRfX29w/KdO3dq7969On78uP785z/r7rvv1k033aR7773X6XFycnLU0tJib1ar1atzBCSuPgcAAOGXnJWjCQ/khfs0AACAgVDPAAAA4UY9A/AxpE9PT1diYqIOHz6sCxcu6MKFC8rIyNCjjz6qCxcuqE+fPjpy5IjS0tJ07bXXKikpSXfffbeuv/56nTx50uPxH3vsMeXm5mr27Nn6+OOPnW4zatQozZw5U//yL//i8XinTp1SbW2tUlNTna7Pz8/XwIED7W348OEejwlcjYEtAAAIh+SsHD6HAACAXuNzBAAACAfqGcAVPt3uvry8XOPGjXNYVlhYqKqqKj3//PO6dOmSfXlLS4skKSUlRRaLRWvXrnV77Mcff1xr1qzRXXfdpcOHD7vcbvHixfryyy+1Z88ej+c7ePBgjRw5sseM+y4dHR1Ob4MP+CI5K0fV+/LDfRoAAMDkGMQCAIBAop4BAABChZoG0JNPIX1bW5uOHz/usKy9vV1fffWVffncuXN1+vRp1dXVafz48dq0aZOKi4tVWlpq36eoqEhWq1W5ubmSLt/ifv369VqwYIFqamqUmJhof7z29nb7fjExMVq8eLGKiop63D4/Pj5eeXl52rVrl+rr63XjjTfq2WefVWNjo3bv3u3L0wR8xsAWAAAECwNZAAAQLNQzAABAsFDPANzzKaT3RlJSkgoKCpSYmKj6+npt27ZN69evd9hm1KhRDrPuV6xYobi4OO3atcthu7y8PK1bt87+88yZMzV69Gj97ne/6/G4Fy9e1Pjx47Vw4UINGjRI9fX1OnDggObNm6e2trYAP0sAAAAgeBjIAgAAAAAAo6GeAXjP75A+MzPT4efNmzdr8+bNPu0zZswYrx6rtLRUMTExTtedO3dOWVlZXh0HCAauPgcAAP5iMAsAAEKNegYAAPAX9QzAd33CfQKAmfCLCAAA9EZyVg6fIwAAQNjwOQQAAPQG9Qyg9wjpgQDjFxIAAPBG10CWzw4AEHqrV6+WzWbTxo0b7cuGDBmiwsJCWa1Wtbe3q6SkRCkpKW6P88gjj+jgwYNqampSU1OTSktLNXnyZIdtTp48KZvN1qO9/PLL9m0KCwt7rD906FBgnzTgAZ9JAACAt6hnAP4L+HfSA+BWcQAAwDUGsQAQXhaLRUuXLtXRo0cdlhcXF+vChQuaM2eOWlpatGrVKpWVlenWW2/VmTNnnB4rIyNDO3bs0DvvvKNz587pySef1P79+zV27Fj97W9/kyRNnjxZ11xzjX2fcePGqaysTG+88YbDsUpKSrR48WL7zx0dHYF6yoDXqGcAAABXqGcAgUVIDwAAAAQZA1kAiAzx8fHavn27lixZojVr1tiXp6amasqUKRo7dqw+/fRTSdKKFSv05Zdfav78+dq6davT42VnZzv8vGTJEs2dO1czZszQa6+9JklqbGx02Gb16tX6y1/+ooqKCofl58+fV0NDg9/PEQAAAAgU6hlA8BDSA0HC1ecAAIDBLABEli1btmjPnj0qLy93COnj4uIkSefOnbMvu3Tpkjo6OjR16lSXIX13/fv3V79+/dTU1OR0fb9+/ZSdna2CgoIe6zIyMtTQ0KCvv/5aFRUVevrpp3X69Gmnx4mNjbWfsyQlJCQ4/InAiNbX9ba/f1bH/pgX7tMIqJhrYh3+hHHRl+ZCf5oHfWkeXX34d4t+pdbW1qB+Doq2z1hAd4T0QBAR1AMAEJ0I5wEg8sybN0+TJk3q8Z3xklRVVaWamhrl5+dr2bJlam9v16pVq5SUlKSkpCSvH+O5556T1WpVWVmZ0/U//OEPNWjQIL366qsOy0tKSvTGG2+otrZWY8aM0fr16/XWW28pPT3d6W3vc3JylJeX12O51Wr1+lzhPV5X8xiduTLcp4AAoS/Nhf40D/rSPPj8AwQfIT0AAAAQAATzABC5RowYoU2bNmn27Nk6f/58j/WdnZ168MEHtXXrVjU3N6uzs1NlZWXau3ev14/xxBNPaP78+crIyHD6GJL04x//WCUlJaqvr3dYvnPnTvvfjx8/rsrKStXW1uree+/V7t27exwnPz/fYTZ+QkKCrFarhg8frtbWVq/PGe5F++tqptn0MdfEanTmStUeeFm2iz0vfIFx0JfmQn+aB31pfBMeyJMU2s8/XY8FRCtCeiDImE0PAIC5Ec4DQORLT09XYmKiDh8+bF/Wt29fTZs2TStXrlRcXJyOHDmitLQ0DRw4ULGxsWpsbNS7776ryspKj8d/7LHHlJubq5kzZ+rjjz92us2oUaM0c+ZMPfDAAx6Pd+rUKdXW1io1NdXp+o6ODqcz7FtbW6MyTA62aH1dx8x6zHT1DNvFDsIjk6AvzYX+NA/60ljc1TOi9fMPEEqE9EAIENQDAGAuBPMAYCzl5eUaN26cw7LCwkJVVVXp+eef16VLl+zLW1paJEkpKSmyWCxau3at22M//vjjWrNmje666y6HiwC6W7x4sb788kvt2bPH4/kOHjxYI0eO7DHjHgg16hkAAJgL9QwgchDSAyHCwBYAAONjMAsAxtTW1qbjx487LGtvb9dXX31lXz537lydPn1adXV1Gj9+vDZt2qTi4mKVlpba9ykqKpLValVubq6ky7e4X79+vRYsWKCamholJibaH6+9vd2+X0xMjBYvXqyioiJdvHjR4Tzi4+OVl5enXbt2qb6+XjfeeKOeffZZNTY2Or3VPQAAAOAr6hlA5CGkBwAAADxgMAsA5peUlKSCggIlJiaqvr5e27Zt0/r16x22GTVqlMOs+xUrViguLk67du1y2C4vL0/r1q2z/zxz5kyNHj1av/vd73o87sWLFzV+/HgtXLhQgwYNUn19vQ4cOKB58+apra0twM8S8B2TDgAAMC7qGUDkIqQHQoiBLQAAxsFAFgDMLTMz0+HnzZs3a/PmzT7tM2bMGK8eq7S0VDExMU7XnTt3TllZWV4dBwAAAPAGNQ0g8hHSAyFGUA8AQGRjIAsAAOCIWgYAAJGPegZgLIT0QBgwuAUAILIwkAUAAHCPWgYAAJGHegZgXIT0AAAAiFoMZgEAAAAAgNFQzwCMr0+4TwCIVvwSBQAgfJKzcvhdDAAA4CM+PwEAEF7UMwDzYCY9EEbcKg4AgNBhEAsAAOA/ahkAAIQeNQ3AfAjpAQAAYGoMZAEAAAKLoB4AgOCjngGYGyE9EGYMbAEACDwGsgAAAMFFPQMAgMCjngFED0J6IAIwsAUAIDAYzAIAAAAAAKOhngFEH0J6AAAAGB6DWQAAgNBj0gEAAP6hngFEL0J6IEIwsAUAwDcMZAEAAMKPegYAAL6jpgGAkB6IIAxsAQDwjIEsAABAZKGeAQCAZ9QzAFyNkB6IMAxsAQDoiYEsAABAZKOeAQBAT9QzALhCSA8AAICIxWAWAAAAAAAYDfUMAJ70CfcJAOiJX+AAgGiXnJXD70MAAACD4fMbACDaUc8A4C1m0gMRitvEAQCiDYNYAAAA46OeAQCIRtQ0APiKkB6IYAxsAQDRgIEsAACAuVDPAABEA+oZAPxBSA9EOAa2AAAzYiALAABgbtQzAABmRD0DQKAQ0gMAACBkGMwCAAAAAAAjoZYBIBgI6QED4OpzAIDRMaAFAACIPtQzAABGRR0DQLAR0gMGwcAWAGA0DGgBAABAPQMAYCTUMgCESp9wnwAA7/EBAQBgBMlZOfzOAgAAgB2fDQEAkY5aBoBQYyY9YDBcgQ4AiEQMZAEAAOAO9QwAQCSingEgXAjpAQAA0GsMZgEAAAAAgJFQywAQCQjpAQPi6nMAQLgxoAUAAICvqGcAAMKFOgaASENIDxgUA1sAQKgxoAUAAIC/qGcAAEKJWgaASEVIDwAAALcY0AIAAAAAACOhlgEg0hHSAwbG1ecAgGBhMAsAAIBgoZ4BAAgW6hkAjIKQHjA4BrYAgEBiMAsAAIBQoJ4BAAgUahkAjIiQHjABBrYAAH8xoAUAAAAAAEZBHQOA0RHSAwAARCkGtAAAAAgnJh0AAHxFLQOAWfQJ9wkACAw+nAAAvJWclcPvDQAAAEQEPpcCALxBLQOA2TCTHjARrkAHALjCQBYAAACRinoGAMAV6hkAzIqQHjAZBrYAgKsxmAUAAIARUM8AAHShlgEgGhDSAwAAmBADWgAAAAAAYBTUMQBEG0J6wIS4+hwAohMDWgAAABgZ9QwAiD7UMgBEK0J6wKQY2AJA9GBACwAAAAAAjIRaBoBoR0gPAABgQAxmAQAAYEZMOgAAc6OeAQCXEdIDJsbAFgDMh8EsAAAAzI56BgCYC7UMAOiJkB4wOQa2AGAODGgBAAAAAIBRUMcAAPcI6QEAACIUA1oAAABEKyYdAIAxUcsAAO/0CfcJAAg+PhgBgLEkZ+XwfzcAAACiHp+JAcBYJjyQF+5TAADDYCY9ECW4Ah0AIhsFSAAAAKAn6hkAENmSs3KUkJCglpZV4T4VADAUQnogijCwBYDIQzgPAAAAuEc9AwAiC7UMAPCfX7e7X716tWw2mzZu3GhfNmTIEBUWFspqtaq9vV0lJSVKSUlxe5xHHnlEBw8eVFNTk5qamlRaWqrJkyc7bPPMM8/IZrM5tPr6+h7HeuaZZ2S1WnXmzBkdOHBAt956qz9PEQAAICi4pT0AAAAAADCKrjoGtQwACIxeh/QWi0VLly7V0aNHHZYXFxcrOTlZc+bMUVpammpra1VWVqb+/fu7PFZGRoZ27NihzMxMTZkyRXV1ddq/f7+GDRvmsN0nn3yioUOH2tv48eMd1j/55JNatWqVVq5cqcmTJ+vUqVMqLS3VgAEDevs0AdPhQxQAhA8DWgAAAKB3+AwNAOFBHQMAgqNXIX18fLy2b9+uJUuWqLm52b48NTVVU6ZM0fLly1VZWanPP/9cK1as0IABAzR//nyXx8vOztY///M/6+jRo/rss8+0ZMkS9enTRzNmzHDYrrOzUw0NDfbW2NjosP5nP/uZNmzYoN27d+v48eNatGiR+vfvrwULFvTmaQKmxYcqAAgtBrQAAACA//hMDQChQy0DAIKrVyH9li1btGfPHpWXlzssj4uLkySdO3fOvuzSpUvq6OjQ1KlTvT5+//791a9fPzU1NTksT01NldVqVXV1tXbs2KExY8bY140ZM0ZJSUnav3+/fVlHR4cqKip0xx13OH2c2NhYJSQkODQgWvABCwCCi1nzAAAAQODx+RoAgotaBgCEhs8h/bx58zRp0iTl5PT8T7qqqko1NTXKz8/XoEGD1K9fPz311FNKSkpSUlKS14/x3HPPyWq1qqyszL7svffe08KFC3XXXXdpyZIlGjp0qN555x0NHjxYkjR06FBJUkNDg8OxGhoa7Ou6y8nJUUtLi71ZrVavzxEwAz5sAUDgMZgFAAAAgovP2wAQWEw0AIDQ6+vLxiNGjNCmTZs0e/ZsnT9/vsf6zs5OPfjgg9q6dauam5vV2dmpsrIy7d271+vHeOKJJzR//nxlZGQ4PMa+ffvsf//kk0906NAhnThxQosWLdLGjRvt62w2m8PxYmJieizrkp+fr4KCAvvPCQkJBPUAAKBXGMgCAAAAAACjoI4BAOHlU0ifnp6uxMREHT58+MoB+vbVtGnTtHLlSsXFxenIkSNKS0vTwIEDFRsbq8bGRr377ruqrKz0ePzHHntMubm5mjlzpj7++GO32545c0Yff/yxUlNTJUmnTp2SdHlGfdffJWnIkCE9Ztd36ejoUEdHh8fzAswsOStH1fvyw30aAGBYDGoBAACA0KOeAQC9Qx0DACKDT7e7Ly8v17hx4zRx4kR7++CDD7R9+3ZNnDhRly5dsm/b0tKixsZGpaSkyGKx6M0333R77Mcff1xr165VVlaWw0UArsTGxuqWW25RfX29JOnkyZOqr6/XrFmz7Nv069dP06dP1zvvvOPL0wSiDh/MAMB33AYOAAAACC8+jwOA96hjAEBk8WkmfVtbm44fP+6wrL29XV999ZV9+dy5c3X69GnV1dVp/Pjx2rRpk4qLi1VaWmrfp6ioSFarVbm5uZIu3+J+/fr1WrBggWpqapSYmGh/vPb2dknSL3/5S/3pT39SXV2dhgwZojVr1mjgwIEqKiqyH/fFF19Ubm6uvvjiC33xxRfKzc3VmTNn9Prrr/fipQGiC1egA4BnDGYBAACAyEI9AwDco5YBAJHJp5DeG0lJSSooKFBiYqLq6+u1bds2rV+/3mGbUaNGOcy6X7FiheLi4rRr1y6H7fLy8rRu3TpJ0ogRI7Rjxw7dcMMNOn36tN59913dfvvtqqurs2//wgsv6Dvf+Y5eeeUVXXfddXrvvfc0e/ZstbW1BfppAqbEwBYAnGNACwAAAEQu6hkA4Ig6BgBEPr9D+szMTIefN2/erM2bN/u0z5gxYzw+zvz58706n3Xr1tmDfQAAAH8wqAUAAAAAAEZADQMAjMWn76QHYH58mAMQ7bq+o43/DwEAMK/Vq1fLZrNp48aN9mVDhgxRYWGhrFar2tvbVVJSopSUFLfHeeSRR3Tw4EE1NTWpqalJpaWlmjx5ssM2zzzzjGw2m0Orr6/vcaxnnnlGVqtVZ86c0YEDB3TrrbcG5skCUYLP7wCiFTUMADAmQnoAPfChDkA0YlALAEB0sFgsWrp0qY4ePeqwvLi4WMnJyZozZ47S0tJUW1ursrIy9e/f3+WxMjIytGPHDmVmZmrKlCmqq6vT/v37NWzYMIftPvnkEw0dOtTexo8f77D+ySef1KpVq7Ry5UpNnjxZp06dUmlpqQYMGBC4Jw5EAT7PA4gm1DEAwNgC/p30AAAARsFgFgCA6BIfH6/t27dryZIlWrNmjX15amqqpkyZorFjx+rTTz+VJK1YsUJffvml5s+fr61btzo9XnZ2tsPPS5Ys0dy5czVjxgy99tpr9uWdnZ1qaGhweV4/+9nPtGHDBu3evVuStGjRIjU0NGjBggX6zW9+0+vnC0Qjvp8egNlRywAAc2AmPQCn+LAHwMy42hwAgOi0ZcsW7dmzR+Xl5Q7L4+LiJEnnzp2zL7t06ZI6Ojo0depUr4/fv39/9evXT01NTQ7LU1NTZbVaVV1drR07dmjMmDH2dWPGjFFSUpL2799vX9bR0aGKigrdcccdPj0/AJfxWR+A2fDVfABgPsykB+ASV58DMBsGswAARK958+Zp0qRJPb4zXpKqqqpUU1Oj/Px8LVu2TO3t7Vq1apWSkpKUlJTk9WM899xzslqtKisrsy977733tHDhQn3++edKTEzUmjVr9M4772js2LFqamrS0KFDJanHTPuGhgaNHj3a6ePExsbaLyyQpISEBIc/ERi8rsYWc01sj79fvQzGRF+aC/3p3oQH8ux/j/TfRfzONI9Q9iX/XhDtCOkBuEVQD8DoCOYBAMCIESO0adMmzZ49W+fPn++xvrOzUw8++KC2bt2q5uZmdXZ2qqysTHv37vX6MZ544gnNnz9fGRkZDo+xb98++98/+eQTHTp0SCdOnNCiRYu0ceNG+zqbzeZwvJiYmB7LuuTk5CgvL6/HcqvV6vX5wnu8ruYxOnNluE8BAUJfmgv96VxLy6pwn4LP+J1pHvQlEHyE9AAAwJQI5wEAQJf09HQlJibq8OHD9mV9+/bVtGnTtHLlSsXFxenIkSNKS0vTwIEDFRsbq8bGRr377ruqrKz0ePzHHntMubm5mjlzpj7++GO32545c0Yff/yxUlNTJUmnTp2SJA0dOtT+d0kaMmSIy++xz8/PV0FBgf3nhIQEWa1WDR8+XK2trR7PF97hdTWHY3/MU8w1sRqduVK1B16W7WJHuE8JfqAvzYX+dHT1zHmj4XemeYSyL7seC4hWhPQAPGI2PQCjIJgHAADOlJeXa9y4cQ7LCgsLVVVVpeeff16XLl2yL29paZEkpaSkyGKxaO3atW6P/fjjj2vNmjW66667HC4CcCU2Nla33HKL3n77bUnSyZMnVV9fr1mzZumjjz6SJPXr10/Tp0/XU0895fQYHR0d6ujoGWa0trZSGA8CXldjuzr4s13sIAg0CfrSXKK9P81Uy+B3pnnQl0DwEdID8ApBPYBIZqYBLQAACLy2tjYdP37cYVl7e7u++uor+/K5c+fq9OnTqqur0/jx47Vp0yYVFxertLTUvk9RUZGsVqtyc3MlXb7F/fr167VgwQLV1NQoMTHR/njt7e2SpF/+8pf605/+pLq6Og0ZMkRr1qzRwIEDVVRUZD/uiy++qNzcXH3xxRf64osvlJubqzNnzuj1118P6usCRIPkrBydLP1VuE8DABxQxwAAENID8BpBPYBIw6AWAAAESlJSkgoKCpSYmKj6+npt27ZN69evd9hm1KhRDrPuV6xYobi4OO3atcthu7y8PK1bt06SNGLECO3YsUM33HCDTp8+rXfffVe333676urq7Nu/8MIL+s53vqNXXnlF1113nd577z3Nnj1bbW1tQXzGQPSY8ECeIb/bGYC5UMMAAFyNkB4AABgKg1oAABAImZmZDj9v3rxZmzdv9mmfMWPGeHyc+fPne3U+69atswf7AADAPKhjAACcIaQH4BNm0wMIFwa1AAAAAADAKKhjAADcIaQH4DOCegChwoAWAAAAAAAYCbUMAIA3COkB9ApBPYBgYkALAAAAINAmPJCno2/khvs0AJgQdQwAgK8I6QH0GkE9gEBjUAsAAAAgmKhlAAgUahgAAH8Q0gMAgLBiUAsAAAAAAIyEWgYAwF99wn0CAIyND6QAeis5K4f/QwAAAACEHOMQAL1FLQMAECjMpAfgN24VB8BbDGQBAAAARAJqGQB8QT0DABBohPQAAoLBLQB3GMwCAAAAiDTUMgC4Qy0DABBMhPQAAobBLYDuGNACAAAAiGTUMgBcjToGACBUCOkBAEBAMaAFAAAAAABGQi0DABBqfcJ9AgDMhQ+0QPRKzsrh/wAAAAAAhsM4Bohe1DIAAOHCTHoAAcet4oDowUAWAAAAgBlQywCiC/UMAEC4EdIDAACfMZgFAAAAYDYE9YC5UcsAAEQSQnoAQcHAFjAnBrQAAAAAzIx6BmAu1DEAAJGKkB5A0DCwBcyBAS0AAAAAADASahkAgEhHSA8AAJxiQAsAAAAgGjHpADAuahkAAKMgpAcQVAxsAWNhMAsAAAAA1DMAo6GeAQAwGkJ6AEHHwBaIfAxmAQAAAMAR9QwgslHLAAAYGSE9gJBgYAtEJga0AAAAAOAa9QwgslDHAACYBSE9AABRhgEtAAAAAAAwEmoZAACz6RPuEwAQPfgwDYRXclYO70MAAAAA8BHjKCB8qGUAAMyKmfQAQorbxAGhxUAWAAAAAPxHPQMILeoZAACzI6QHEHIMbIHgYzALAAAAAIFFPQMILmoZAIBowu3uAYQFH7qB4OA2cAAAAAAQPIy3gMCb8EAe7y0AQNRhJj0AAAbHQBYAAAAAABhJclaOEhIS1NKyKtynAgBAWDCTHkDYECwC/mHWPAAAAACEHuMwoPeoZQAAcBkz6QGEFd/nBviGgSwAAAAAhB/1DMA31DMAAHBESA8g7BjYAp4xmAUAAACAyEI9A3CPWgYAAK4R0gOICAxsAecY0AIAAABA5KKeATiijgEAgHcI6QEAiDAMaAEAAAAAgJFQywAAwDd9wn0CANCFD/OIdslZObwPAAAAAMBgGMchmlHLAACgd5hJDyCicJs4RBsGsgAAAABgfNQzEG2oZwAA4B9CegAAwoDBLAAAAAAAMBJqGQAABA4hPYCIw9XnMDMGtAAAAABgTtQzYEbUMQAACA5CegARiYEtzIQBLQAAAABEB+oZMAtqGQAABBchPYCIxcAWRseAFgAAAAAAGAm1DAAAQoOQHgCAAGIwCwAAAADRjUkHMCLqGQAAhBYhPYCIxsAWRsBAFgAAAAAAGA31DAAAwoeQHkDEI6hHJGIgCwAAAABwhVoGIhX1DAAAIgMhPQBDYHCLSMBAFgAAAADgLWoZiBTUMwAAiDyE9AAAuMFAFgAAAAAAGA31DAAAIlufcJ8AAHiLwQVCKTkrh39zAAAAAAC/MK5EqFHPAADAGAjpARgKgwwEG4NZAAAAAEAgMcZEKFDPAADAWPwK6VevXi2bzaaNGzfalw0ZMkSFhYWyWq1qb29XSUmJUlJS3B7nkUce0cGDB9XU1KSmpiaVlpZq8uTJPR7r/fffV0tLixoaGrR7927ddNNNDtsUFhbKZrM5tEOHDvnzFAEAUaBrIMtgFgAAAAAQDIw3ESzUMwAAMKZeh/QWi0VLly7V0aNHHZYXFxcrOTlZc+bMUVpammpra1VWVqb+/fu7PFZGRoZ27NihzMxMTZkyRXV1ddq/f7+GDRtm32b69OnasmWLbr/9ds2aNUt9+/bV/v37exy3pKREQ4cOtbd77rmnt08RQIRi4IFAYSALAAAAAAgVxp8IFCYbAABgfH17s1N8fLy2b9+uJUuWaM2aNfblqampmjJlisaOHatPP/1UkrRixQp9+eWXmj9/vrZu3er0eNnZ2Q4/L1myRHPnztWMGTP02muvSZLuvvtuh20WL16s06dPKz09XW+//bZ9+fnz59XQ0NCbpwXAQJKzclS9Lz/cpwEDYgALAAAAAACMhnoGAADm0quZ9Fu2bNGePXtUXl7usDwuLk6SdO7cOfuyS5cuqaOjQ1OnTvX6+P3791e/fv3U1NTkcptrr71Wknpsk5GRoYaGBn322Wf6zW9+o+9+97tePy4AwLy4whwAAAAAEG6MS+Er6hkAAJiTzzPp582bp0mTJvX4znhJqqqqUk1NjfLz87Vs2TK1t7dr1apVSkpKUlJSkteP8dxzz8lqtaqsrMzlNgUFBXr77bd1/Phx+7KSkhK98cYbqq2t1ZgxY7R+/Xq99dZbSk9PV0dHR49jxMbG2i8skKSEhASvzxFA+DGbHt5gIAsAAAAAiCTUM+AN6hkAAJibTyH9iBEjtGnTJs2ePVvnz5/vsb6zs1MPPvigtm7dqubmZnV2dqqsrEx79+71+jGeeOIJzZ8/XxkZGU4fQ5JefvllTZgwocfs/J07d9r/fvz4cVVWVqq2tlb33nuvdu/e3eM4OTk5ysvL8/rcAEQeBrZwhoEsAAAAACCSUc+AK9Q0AACIDj6F9Onp6UpMTNThw4evHKBvX02bNk0rV65UXFycjhw5orS0NA0cOFCxsbFqbGzUu+++q8rKSo/Hf+yxx5Sbm6uZM2fq448/drrNSy+9pPvuu0/Tpk2T1Wp1e7xTp06ptrZWqampTtfn5+eroKDA/nNCQoLHYwKIPAxs0YWBLAAAAADAKKhnoAv1DAAAoo9PIX15ebnGjRvnsKywsFBVVVV6/vnndenSJfvylpYWSVJKSoosFovWrl3r9tiPP/641qxZo7vuusvhIoCrbd68Wffff78yMjJUU1Pj8XwHDx6skSNHqr6+3un6jo4Op7fBBwAYBwNZAAAAAABgNNQzAACIbj6F9G1tbQ7fAS9J7e3t+uqrr+zL586dq9OnT6uurk7jx4/Xpk2bVFxcrNLSUvs+RUVFslqtys3NlXT5Fvfr16/XggULVFNTo8TERPvjtbe3S5K2bNmiBQsWaM6cOWptbbVv88033+jcuXOKj49XXl6edu3apfr6et1444169tln1djY6PRW9wDMhavPow+DWQAAAACA0VHPiD7UMwAAgORjSO+NpKQkFRQUKDExUfX19dq2bZvWr1/vsM2oUaMcZt2vWLFCcXFx2rVrl8N2eXl5WrdunX0bSaqoqHDY5uGHH1ZRUZEuXryo8ePHa+HChRo0aJDq6+t14MABzZs3T21tbYF+mgAiEAPb6MBgFgAAAABgJtQzogP1DAAAcDW/Q/rMzEyHnzdv3qzNmzf7tM+YMWM8Pk5MTIzb9efOnVNWVpbH4wAwNwa25sRAFgAAAABgZtQzzIuaBgAAcCbgM+kBINwY2JoHA1kAAAAAQLSgnmEe1DMAAIAnfcJ9AgAAXC05K8feAAAAgGBYvXq1bDabNm7caF82ZMgQFRYWymq1qr29XSUlJUpJSXF7nEceeUQHDx5UU1OTmpqaVFpaqsmTJ/d4rPfff18tLS1qaGjQ7t27ddNNNzlsU1hYKJvN5tAOHToUuCcMAAg66hkAAMAXhPQATIkBkfEwkAUAAEAoWCwWLV26VEePHnVYXlxcrOTkZM2ZM0dpaWmqra1VWVmZ+vfv7/JYGRkZ2rFjhzIzMzVlyhTV1dVp//79GjZsmH2b6dOna8uWLbr99ts1a9Ys9e3bV/v37+9x3JK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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 18 + }, + { + "cell_type": "markdown", + "id": "5a0f0e166c518d3", + "metadata": {}, + "source": [ + "### Tile 17, 6 - Northwest Bay & Lasqueti Island\n", + "\n", + "* connect Cottam Point\n", + "* surface Mistaken Island\n" + ] + }, + { + "cell_type": "code", + "id": "6f7b2bc1ef3a8287", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:13.122297083Z", + "start_time": "2026-02-05T20:45:12.281414835Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 19 + }, + { + "cell_type": "markdown", + "id": "ca5e77b640eb2410", + "metadata": {}, + "source": [ + "### Tile 17, 7 - North & South Thormanby Islands\n", + "\n", + "* remove fake islets off South Thormanby Island\n", + "* extend the north point of South Thormanby Island\n", + "\n", + "* Although the northwest point of South Thormanby Island looks very different to how it appears on Google Maps,\n", + " charts show that it is surrounded by <2m deep water.\n", + " So, this representation is correct, given our 4m wall at the 2m isobath shoreline.\n" + ] + }, + { + "cell_type": "code", + "id": "79cf1224762e26f5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:14.008867765Z", + "start_time": "2026-02-05T20:45:13.168717363Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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evTvOP//8ePDBB+PAgQP93udxxx0X//Iv/xJXXnllvPbaa0f8+cVisdefhw0b1mfbQG5zyHXXXRednZ2l0d7efsSfD41MDAIAAKi+Rg1CAPWmVQEAAFSXTgVQGZ0KAACguhqxU5W1uG7q1KkxZsyYeOqpp2Lfvn2xb9++OP/88+Mb3/hG7Nu3L5qamuLpp5+OKVOmxHve855obW2Nv/iLv4j3v//98dJLL/V7nx/5yEfi5JNPjl/+8pel+5wzZ0584QtfiH379sUpp5wSO3bsiP379/f5BLrRo0eXPqluy5YtERFHvM07LV68OFpaWkrjhBNOKOfhAAAAAGjIIAQAAABA9uhUAAAAAKRBo3WqshbXrVmzJs4888yYPHlyaTz55JNxzz33xOTJk+PgwYOl23Z2dsaOHTtiwoQJkSRJ/PznP+/3Ptva2vrc5y9+8YtYu3ZtTJ48OV599dXYt29fPPXUU3HhhRf2+t4LL7wwfvOb30RExEsvvRQdHR29bnPMMcfEjBkzSrd5p56enujq6uo1IMtcaQkAAACAtNCqAAAAAEgDnQoAACDfhpdz4+7u7ti4cWOvbbt27YrXXnuttP2yyy6L7du3x+bNm2PSpEmxdOnSWLlyZTz88MOl71mxYkW0t7fHwoULY+/evX3u84033oiI6LV9yZIlcffdd0ehUIjHHnssrrrqqhg/fnz80z/9U+k2t956ayxcuDBeeOGFeOGFF2LhwoWxe/fuuPfee8v5NSHTkiRpuFXAAAAAaVcoFPzPd4AKaFUAAADVpVMBVEanAgAAqK5G6lRlfXLdQLS2tsbdd98dbW1tcdttt8Xdd98dl19+ea/bjB8/PlpbW8u63/vuuy+++c1vxne+85145pln4rzzzouLLrooNm/eXLrN97///bj11lvjjjvuiEKhECeccELMnDkzuru7q/K7QVY0ygEKAACgkfif7gCV0aoAAACqS6cCqIxOBQAAUF2N0qmGRUSx3juRFs3NzdHZ2RktLS3R1dVV792BIdUoBykAAIBGU4//+a5pZJO/19rzmNePVlV9TU1NMWXKlFi/fn0cPHiw3rsDg2ZOkyXmM1ljTpMlWZvPOhXV4u+VPNGpAAAAqq9eFzMZaNOo+ifXAY3BlZYAAAAASAutCgAAAIA00KkAAADyx+I6yDExCAAAoPpc1RagMloVAABAdelUAJXRqQAAAKor7Z3K4jrIOTEIAACg+tIehADSSqsCAACoLp0KoDI6FQAAQHWluVNZXAcAAAAwBNIchAAAAADID50KAAAAgDRIa6eyuA5wpSUAAAAAUkOrAgAAACANdCoAAIDqS+MCO4vrgIgQgwAAAIZCGmMQQCPQqgAAAKpLpwKojE4FAABQfWlrVRbXASViEAAAQPWlLQYBNAqtCgAAoLp0KoDK6FQAAADVl6ZWZXEdAAAAwBBLUwzKqgULFkSxWIxbbrmltG306NGxfPnyaG9vj127dsWqVatiwoQJA77PWbNmRbFYjPvvv7/P16655pp48cUXY8+ePVEoFGL69Ol9bnPDDTdEe3t77N69O9auXRunn356Zb8cAAAAQJXoVENPpwIAAAAYmLS0KovrgF5caQkAAIBGkyRJXHXVVbFhw4Ze21euXBmnnHJKXHzxxTFlypR45ZVXYvXq1XHsscce9T7Hjx8f/+2//bd45JFH+nzty1/+ctx6661x8803x5QpU+LRRx+NVatWxYknnli6zbe+9a2YP39+XHvttTFt2rTYsmVLPPzww3HccccN/heGHNGqAAAAaCQ6FWSXTgUAAJBdFtcBfYhBAAAA1ZeWKy1lzahRo+Kee+6JK6+8Mnbu3FnaPnHixDjnnHPimmuuiUKhEM8//3zMmzcvjjvuuLj88suPeJ9NTU1xzz33xA033BAvvvhin6/Pnz8/li1bFsuWLYu2trb4m7/5m3j11VfjmmuuKd3mm9/8Ztx8881x//33x8aNG2Pu3Llx7LHHxle+8pXq/fKQE1oVAABAdelUQ0OnguzTqQAAAKovDa1qeL13AEinJElScZACAADIkkKh4H++V9ntt98eDzzwQKxZsyYWLVpU2j5y5MiIiHjzzTdL2w4ePBg9PT0xffr0WLZs2WHv8zvf+U5s3749fvSjH8Wf//mf9/raMcccE1OnTo2///u/77X9oYceinPPPTciIk4++eRobW2Nhx56qPT1np6eWLduXZx77rlx55139vtzR4wYUdrviIjm5uZe/2ToeczT61Of+lSsW7eu3rvRUJqamnr9ExqdOU2WmM9kjTlNluRpPj/99NMxY8aMqt9vns+p89CpAO+pAgAAGAr1fk+VxXUAAAAANVTvGJQls2bNirPPPjumTZvW52ttbW3x8ssvx+LFi+Pqq6+OXbt2xfz586O1tTVaW1sPe5/nnntufO1rX4vJkyf3+/UPfOADMXz48Ni6dWuv7Vu3bo2xY8dGRJT+2d9tTjrppMP+7Ouuuy5uvPHGPtvb29sP+z0MDY85WXLWWWfVexegqsxpssR8JmvMabIkL/O5s7Oz3ruQGXnpVAAAAABDpZ7vqbK4DjgsV1oCAAAgrcaNGxdLly6NmTNnxt69e/t8ff/+/XHppZfGsmXLYufOnbF///5YvXp1PPjgg4e9z+OOOy7+5V/+Ja688sp47bXXjvjzi8Virz8PGzasz7aB3ObtFi9eHEuWLCn9ubm5Odrb2+OEE06Irq6uI+4P1eExTz+fXjdwTU1NcdZZZ8WGDRvi4MGD9d4dGDRzmiwxn8kac5osyeN8rvan1x06t86TPHUq4C3eUwUAAJAtFtcBRyQGAQAAVJ9Prxu8qVOnxpgxY+Kpp54qbRs+fHicd955ce2118bIkSPj6aefjilTpkRLS0uMGDEiduzYEY8//vhhz3M/8pGPxMknnxy//OUvS9uampoiImLfvn1x6qmnxquvvhr79+8vXfX7kNGjR5euAL5ly5aIeOvK4If+/Z236U9PT0/09PT02d7V1WWhV415zNPr7LPP1qrKdPDgwdy8KZh8MKfJEvOZrDGnyZI8zee1a9fqVIOUp04F/In3VAEAAFRfvd5T1VTznwg0HCEdAACg+vxP98FZs2ZNnHnmmTF58uTSePLJJ+Oee+6JyZMn93oDXGdnZ+zYsSMmTJgQSZLEz3/+837vs62trc99/uIXv4i1a9fG5MmT49VXX419+/bFU089FRdeeGGv773wwgvjN7/5TUREvPTSS9HR0dHrNsccc0zMmDGjdBugcloVAABAdelUg6NTQX7pVAAAANVXj1blk+sAAAAA6sQn2FWuu7s7Nm7c2Gvbrl274rXXXittv+yyy2L79u2xefPmmDRpUixdujRWrlwZDz/8cOl7VqxYEe3t7bFw4cLYu3dvn/t84403IiJ6bV+yZEncfffdUSgU4rHHHourrroqxo8fH//0T/9Uus2tt94aCxcujBdeeCFeeOGFWLhwYezevTvuvffeaj8UAAAAAIOmU1VOpwIAAACorlq3KovrgAFJksTV6gAAAGgora2tsWTJkhgzZkx0dHTEXXfdFTfddFOv24wfP77X1cMH4r777ov3v//98Z3vfCdaW1vj2WefjYsuuig2b95cus33v//9ePe73x133HFHvPe9740nnngiZs6cGd3d3VX53SDvtCoAAAAaiU4F2aVTAQAANL5hEVGs906kRXNzc3R2dkZLS0t0dXXVe3cglcQgAACA6hvslZY0jWzy91p7HvPGo1UdXlNTU0yZMiXWr19f9pszIY3MabLEfCZrzGmyxHzWqeifv1c4Op0KAACg+mrVqpoG9VOA3KnlR2sCAADkhf/pDlAZrQoAAKC6dCqAyuhUAAAA1VerVmVxHQAAAEAKeOMSAAAAAGmgUwEAAACQFrVoVRbXAWVzpSUAAAAA0kKrAgAAACANdCoAAIDGZHEdUBExCAAAoPpcFRygMloVAABAdelUAJXRqQAAAKpvqFuVxXVAxcQgAACA6vPGJYDKaFUAAADVpVMBVEanAgAAqL6hbFUW1wEAAACkjDcuAQAAAJAGOhUAAAAAaTFUrcriOmBQXGkJAAAAgLTQqgAAAABIA50KAACgcVhcBwyaGAQAAFB9rgoOUBmtCgAAoLp0KoDK6FQAAADVNxStyuI6oCrEIAAAgOrzxiWAymhVAAAA1aVTAVRGpwIAAKi+arcqi+sAAAAAUswblwAAAABIA50KAAAAgLSoZquyuA6oGldaAgAAACAttCoAAAAA0kCnAgAASDeL64CqEoMAAACqz1XBASqjVQEAAFSXTgVQGZ0KAACg+qrVqiyuA6pODAIAAKg+b1wCqIxWBQAAUF06FUBldCoAAIDqq0arsrgOAAAAoEF44xIAAAAAaaBTAQAAAJAWg21VFtcBQ8KVlgAAAABIC60KAAAAgDTQqQAAANLH4jpgyIhBAAAA1eeq4ACV0aoAAACqS6cCqIxOBQAAUH2DaVUW1wFDSgwCAACoPm9cAqiMVgUAAFBdOhVAZXQqAACA6qu0VVlcBwAAANCAvHEJAAAAgDTQqQAAAABIi0palcV1wJBzpSUAAAAA0kKrAgAAACANdCoAAIB0sLgOqAkxCAAAoPpcFRygMloVAABAdelUAJXRqQAAAKqv3FZlcR1QM2IQAABA9XnjEkBltCoAAIDq0qkAKqNTAQAAVF85rcriOgAAAIAGt27dunrvAgAAAADoVAAAAACkxkBblcV1QE250hIAAAAAaaFVAQAAAJAGOhUAAED9WFwH1JwYBAAAAEBaaFUAAAAApIFOBQAAUB8W1wF1IQYBAABUR5IkMWPGjHrvBkBD06oAAAAGT6cCGDydCgAAoDrKaVXDh3hfAA4rSZIoFAr13g0AAICG43+uAwAAAJAWWhUAAAAAaVBpp7K4DgAAAKBBeKMSwNBxISgAAIDyaFUAQ0OnAgAAKM9gO5XFdUBdiUEAAABH5k1KALWjVQEAAByZVgVQGzoVAADAkVWzU1lcB9SdGAQAANCXNyoB1IdWBQAA0JtOBVAfOhUAAEBvQ9WpLK4DUkEMAgAA8EYlAAAAANJBpwIAAAAgDWrRqSyuA1LDAjsAACCPvFEJIH10KgAAII90KoD00akAAIA8qnWnsrgOAAAAoA68WQkg3bxxCQAAyAudCiDddCoAACAv6tWpLK4DUkUMAgAAss6blQAah1YFAABklUYF0Fh0KgAAIMvq3aosrgNSRwwCAACypt4BCAAAAAAidCoAAAAA0iMtrcriOiCVLLADAACyIC0BCIDK6VQAAECj06gAskGnAgAAsiCNraqp3jsAcDhpPGgCAAAMRJIkzmkAMsQxHQAAaEQaFUD2OK4DAACNKs2tyifXAanmiksAAECjSGv8AaA6dCoAAKBR6FQA2aZTAQAAjaJROpXFdQAAAACD0CgRCAAAAIBs06kAAAAASING61QW1wGp52pLAABA2jRaAAKgOnQqAAAgbXQqgHzSqQAAgLRp5E7VVO8dABiIRj7QAgAA2ZEkifMTgJzzPAAAAKSBTgWA5wEAACANstCpLK4DGkajH3ABAIDGlYUIBED1eE4AAADqRacC4O08JwAAAPWSpU41vN47AAAAAJBGWYk/AAAAADQ+rQoAAACANMhip7K4DmgoSZJEoVCo924AAAAZlsUABED16VQAAMBQ06kAGAidCgAAGGpZ71RN9d4BgHJl/cAMAADUR5IkzjcAKIvnDQAAYCjoVACUy/MGAAAwFPLSqXxyHdCQXHEJAACohjzEHwCGlk4FAABUg04FwGDpVAAAQLXkrVVZXAcAAADkTt4CEAAAAADppFMBAAAAkBZ5bVUW1wENy9WWAACAcuQ1/gAw9HQqAACgHDoVAENFpwIAAMqlVUU01XsHAAbDgRwAADiaJEmcOwAw5DzXAAAAR6NTAVALnmsAAICB0Kr+xCfXAQ3PFZcAAID+iD8A1JpOBQAA9EenAqDWdCoAAKA/OlX/LK4DAAAAMkMAAgAAACAttCoAAAAA0kCnOjKL64BMcLUlAADINwEIgLTQqQAAIN90KgDSQqcCAIB806kGrqneOwBQLQ7+AACQP0mSOBcAIHU8NwEAQP7oVACkkecmAADIH52qfD65DsgUV1wCAIDsE38AaAQ6FQAA5INWBUDa6VQAAJAPOlXlLK4DAAAAGoIABAAAAEBaaFUAAAAApIFONXgW1wGZ42pLAACQHeIPAI1MpwIAgGzRqgBoVDoVAABki05VXRbXAZkkCAEAQGMTgADICp0KAAAam04FQFboVAAA0Nh0qqFjcR2QWYIQAAA0FgEIgKzSqQAAoLHMmDEjurq66r0bAFB1OhUAADQW76eqDYvrAAAAgLoSgQAAAACop0N9qrm5OTo7O+u8NwAAAADkmfdS1Z7FdUCmudoSAACkkwgEQN7oVAAAkD4aFQB5pFMBAEA6aVX1Y3EdkHmCEAAApIcIBECe6VQAAJAOGhUAeadTAQBAOuhU6WBxHZALghAAANSPCAQAf6JTAQBA/ehUAPAnOhUAANSPTpUuFtcBAAAAVScAAQAAAJAGOhUAAAAAaaBTpVdTvXcAoFY8GQEAwNBLksRrbwA4Cs+VAAAw9HQqADg6z5UAADD0dKr0s7gOyBVPSgAAMDREIAAoj+dNAAAYGjoVAJTH8yYAAAwNnapxDK/3DgDUWpIkUSgU6r0bAADQ8MQfABgcnQoAAKpHqwKAyulUAABQPTpV47G4DgAAACiLAAQAAABAGuhUAAAAAKSBTtXYmuq9AwD14MkLAADKlySJ19IAUGWeWwEAoHw6FQBUn+dWAAAon06VDT65DsitJEmiUCjUezcAACDVxB8AGHo6FQAAHJ1OBQBDT6cCAICj06myxyfXAbnmiQ0AAPrnqkoAUFuedwEAoH86FQDUluddAADon06VXT65DgAAAIgI/7MUAAAAgHTQqQAAAABIA50qH3xyHZB7nvAAAMg7V1UCgHTwfAwAQN7pVACQDp6PAQDIO50qXyyuAwhBCACAfBKBACB9PDcDAJBHOhUApI/nZgAA8kinyqfh9d4BgLRIkiQKhUK9dwMAAIaU+AMA6adTAQCQF1oVAKSbTgUAQF7oVPlmcR0AAADkgAAEAAAAQBroVAAAAACkgU7FIU2D+eYFCxZEsViMW265pbRt9OjRsXz58mhvb49du3bFqlWrYsKECUe8n0suuSSefPLJ2LlzZ3R3d8f69etj9uzZvW7z0ksvRbFY7DN+8IMflG6zfPnyPl9/7LHHBvMrAjnjCRIAgKxJksTrXABoQJ6/AQDIGp0KABqT528AALJGp+KdKv7kuiRJ4qqrrooNGzb02r5y5crYt29fXHzxxdHZ2Rnz58+P1atXx+mnnx67d+/u975ef/31uPnmm6OtrS16enri85//fCxfvjy2bdsWDz30UERETJs2Ld71rneVvufMM8+M1atXx09/+tNe97Vq1aq44oorSn/u6emp9FcEcipJkigUCvXeDQAAqJj4AwDZoFMBAJAFWhUAND6dCgCALNCpOJyKFteNGjUq7rnnnrjyyitj0aJFpe0TJ06Mc845J84444x47rnnIiJi3rx5sW3btrj88stj2bJl/d7funXrev35tttui7lz58b06dNLi+t27NjR6zYLFiyIP/zhD32+d+/evbF169ZKfi2AEkEIAIBGJAABQPboVAAANCqtCgCyRacCAKBR6VQcTVMl33T77bfHAw88EGvWrOm1feTIkRER8eabb5a2HTx4MHp6emL69OkDvv8LLrggTj311HjkkUf6/foxxxwTs2fPjh/96Ed9vnb++efH1q1b4/e//33ceeed8cEPfvCwP2fEiBHR3NzcawAAAEAjSZKkNAAAAACgnrQqAAAAANJAp6IcZS+umzVrVpx99tlx3XXX9flaW1tbvPzyy7F48eI4/vjj45hjjolvf/vb0draGq2trUe835aWlujq6oqenp544IEH4q//+q9j9erV/d72i1/8Yhx//PHx4x//uNf2VatWxV/91V/FBRdcEH/7t38b06ZNi1//+tcxYsSIfu/nuuuui87OztJob28f2IMA5IInUgAA0kz8AYD88JwPAEDaaVUAkA+e7wEASDudikoML+fG48aNi6VLl8bMmTNj7969fb6+f//+uPTSS2PZsmWxc+fO2L9/f6xevToefPDBo953V1dXTJ48OY477rj49Kc/HUuWLIkXX3wx1q1b1+e2X/va12LVqlXR0dHRa/t9991X+veNGzdGoVCIV155JT73uc/F/fff3+d+Fi9eHEuWLCn9ubm52QI7oJckSaJQKNR7NwAAoET8AYB80qkAAEgbnQoA8kmnAgAgbXQqBqusxXVTp06NMWPGxFNPPfWnOxg+PM4777y49tprY+TIkfH000/HlClToqWlJUaMGBE7duyIxx9//KgnU8ViMTZt2hQRERs2bIjTTjstrrvuuj6L68aPHx+f+cxn4i//8i+Pur9btmyJV155JSZOnNjv13t6eqKnp+eo9wPkmyAEAEAaiEAAgE4FAEAa6FQAgE4FAEAa6FRUS1mL69asWRNnnnlmr23Lly+Ptra2+N73vhcHDx4sbe/s7IyIiAkTJkSSJHH99deXtWPDhg2LkSNH9tl+xRVXxLZt2+KBBx446n28733vixNPPLHPJ9wBAABAIxCAAAAAAEgDnQoAAACANNCpGAplLa7r7u6OjRs39tq2a9eueO2110rbL7vssti+fXts3rw5Jk2aFEuXLo2VK1fGww8/XPqeFStWRHt7eyxcuDAiIhYsWBCFQiE2bdoUI0aMiIsuuijmzJkT11xzTa+fNWzYsLjiiitixYoVceDAgV5fGzVqVNx4443xs5/9LDo6OuLDH/5wfPe7340dO3bE/fffX86vCdCHqy0BAFBLIhAAcDg6FQAAtaRTAQCHo1MBAFBLOhVDqazFdQPR2toaS5YsiTFjxkRHR0fcddddcdNNN/W6zfjx43t9yt2oUaPijjvuiHHjxsWePXuira0tZs+eHffdd1+v7/vMZz4TJ510UvzoRz/q83MPHDgQkyZNijlz5sTxxx8fHR0dsXbt2pg1a1Z0d3dX+9cEckgQAgBgqIlAAMBA6FQAAAw1nQoAGAidCgCAoaZTUQvDIqJY751Ii+bm5ujs7IyWlpbo6uqq9+4AKSUIAQBQbSIQg6VpZJO/19rzmNNojtSpmpqaYsqUKbF+/fpeF7uDRmVOkyXmM1ljTmdL3juV88LB8xhmk79X4Gi8nwoAgGrLe6eiOgbaNKr+yXUAAADA0QlAAAAAAKSBTgUAAABAGuhU1IvFdQBlSpLE1ZYAAKiYCAQAVItOBQBApTQqAKCadCoAACqlU5EGFtcBVEAQAgCgHCIQADBUdCoAAAZKowIAhpJOBQDAQOlUpI3FdQAVEoQAADgSEQgAqBWdCgCA/uhTAECt6VQAAByOVkWaWVwHAAAAVSQEAQAAAFBP+hQAAAAAaaFV0QgsrgMYBFdbAgAgQgQCAOpPpwIAQKMCANJApwIAQKei0TTVewcAGp0nfwCAfEqSpDSA+luwYEEUi8W45ZZbSttGjx4dy5cvj/b29ti1a1esWrUqJkyYcMT7ueSSS+LJJ5+MnTt3Rnd3d6xfvz5mz57d6zYvvfRSFIvFPuMHP/hB6TbLly/v8/XHHnusur80wDt4XQIAkE8aFaSLTgWgUwEA5JVORaPyyXUAVeCKSwAA+SD+QDolSRJXXXVVbNiwodf2lStXxr59++Liiy+Ozs7OmD9/fqxevTpOP/302L17d7/39frrr8fNN98cbW1t0dPTE5///Odj+fLlsW3btnjooYciImLatGnxrne9q/Q9Z555ZqxevTp++tOf9rqvVatWxRVXXFH6c09PT7V+ZYDD0qkAAPJBp4J00qkA/kSnAgDIB52KLLC4DgAAAI5CBIL0GjVqVNxzzz1x5ZVXxqJFi0rbJ06cGOecc06cccYZ8dxzz0VExLx582Lbtm1x+eWXx7Jly/q9v3Xr1vX682233RZz586N6dOnl960tGPHjl63WbBgQfzhD3/o87179+6NrVu3Dvp3BAAAgEN0KkgvnQoAAIA80anIkqZ67wBAVniBAACQPUmSeJ0HKXf77bfHAw88EGvWrOm1feTIkRER8eabb5a2HTx4MHp6emL69OkDvv8LLrggTj311HjkkUf6/foxxxwTs2fPjh/96Ed9vnb++efH1q1b4/e//33ceeed8cEPfnDAPxdgMLx+AQDIHp0K0k+nAujL6xcAgOzRqcgin1wHUEVJkkShUKj3bgAAMAjiDzSOWbNmxdlnnx3Tpk3r87W2trZ4+eWXY/HixXH11VfHrl27Yv78+dHa2hqtra1HvN+WlpZob2+PkSNHxoEDB2LevHmxevXqfm/7xS9+MY4//vj48Y9/3Gv7qlWr4qc//Wm88sorcfLJJ8dNN90Uv/71r2Pq1KnR09PT732NGDGi9GariIjm5uZe/2ToeczJks9//vPR3t4eTU2usUc2HJrL5jRZYD6TNeb00JoxY0ZEOE+pFeeFg5fXxy4vnQqgEt5PBQCQDd5TRZYNi4hivXciLZqbm6OzszNaWlqiq6ur3rsDNDBBCACg8QhANLI8No1x48ZFoVCImTNnxu9+97uIiFi7dm0888wz8Td/8zcREXH22WfHsmXLYvLkybF///5YvXp1HDx4MCIiPve5zx32vocNGxannHJKHHfccfHpT386rr/++vjiF78Y69at63PbX/3qV9HT0xNf+MIXjri/Y8eOjVdeeSX+w3/4D3H//ff3e5sbbrghbrzxxoH8+gAAAACpplNls1Pl6e8VqD7vpwIAaDzeT0WjG+h7qiyue5s8vhENGBpiEABA4xCByII8No2LL744Vq5cGfv37y9tGz58eBw8eDAOHjwYI0eOLL1BqaWlJUaMGBE7duyIxx9/PAqFQlx77bUD/lk//OEP48QTT4zPfvazvbaPHz8+XnzxxfjLv/zL+MUvfnHU+3n++efjf/yP/xHf//73+/16f1cEb29vjxNOOCE3f6/15jEnSw7N5w0bNpSOh9DImpqa4qyzzjKnyQTzmawxp6vn0KfUUT/OCwfv0GOoU2WzU+Xp7xWoPu+nAgBoHN5PRVYM9D1Vw2u4TwC5kSSJIAQAkGICEDS+NWvWxJlnntlr2/Lly6OtrS2+973v9XpDZ2dnZ0RETJgwIZIkieuvv76snzVs2LBebyY65Iorroht27bFAw88cNT7eN/73hcnnnhidHR0HPY2PT090dPT02d7V1eXNy3VmMecLPnzP//zWLt2bb13A6rm0BuUIQvMZ7LGnK6MTpVOzgspR546FcBgeD8VAED6aVXklcV1AENEEAIASB8BCLKju7s7Nm7c2Gvbrl274rXXXittv+yyy2L79u2xefPmmDRpUixdujRWrlwZDz/8cOl7VqxYEe3t7bFw4cKIiFiwYEEUCoXYtGlTjBgxIi666KKYM2dOXHPNNb1+1rBhw+KKK66IFStWxIEDB3p9bdSoUXHjjTfGz372s+jo6IgPf/jD8d3vfjd27NgR999//1A8HABHpFMBAKSPTgXZoVMBDJxOBQCQTloVeWdxHcAQEoQAAOpP/IH8am1tjSVLlsSYMWOio6Mj7rrrrrjpppt63Wb8+PG9rh4+atSouOOOO2LcuHGxZ8+eaGtri9mzZ8d9993X6/s+85nPxEknnRQ/+tGP+vzcAwcOxKRJk2LOnDlx/PHHR0dHR6xduzZmzZoV3d3dQ/PLAhyFTgUAUH86FeSXTgXwJzoVAEA6aFXwJ8MioljvnUiL5ubm6OzsjJaWlujq6qr37gAZIQYBANSHAESeaBrZ5O+19jzmZEl/81mnopE1NTXFlClTYv369b3ecAyNyHwma8zpo9OpGofzwsHzGGaTv1eg2nQqAID60arIk4E2DZ9cBzDEXG0JAKC2BCAAgP7pVAAAtaVTAQD0T6cCAKgtnQqOzOI6gBoQhAAAhpYABAAwMDoVAMDQ06oAAI5OpwIAGHo6FQyMxXUAAAA0LAEIAAAAgDTQqQAAAABIA50KytdU7x0AyAsvVAAAqidJEq+vAAAq5HUUAED16FQAAJXzOgoAoHp0KqicT64DqKEkSaJQKNR7NwAAGpL4AwBQPToVAMDgaFUAANWhUwEADI5OBYNncR0AAACpJgABAAAAkBZaFQAAAABpoFNB9VhcB1BjrrYEAHB04g8AwNDTqQAABkarAgAYWjoVAMDA6FQwNJrqvQMAeeSFDQBA/5Ik8VoJAKCGvPYCADg8rQoAoHa87gIAODydCoaWT64DqBNXXAIAeIvwAwAAAEBaaFUAAAAApIVWBbVhcR0AAAB1If4AAKSDi0ABAGhVAABpoFMBALxFq4LasrgOoI4EIQAgb4QfAIB00qkAgDzSqgAA0kenAgDySquC+rG4DqDOBCEAIA/EHwCA9NOpAIA80KkAANJPpwIA8kKrgnSwuA4AAIAhIf4AAAAAkAY6FQAAAABpoVVB+lhcB5ACrrYEAGSF+AMA0Nh0KgAgK3QqAIDGplMBAFmhU0H6NdV7BwB4ixdOAEAjS5LE6xkAgIzwug4AaGQ6FQBAdnhdBwA0Mp0KGofFdQAp4gUUANBoRCAAgGzyGg8AaDQ6FQBANnmNBwA0Gp0KGs/weu8AAAAAjUX8AQAAACAttCoAAAAA0kCngsZlcR1AyiRJEoVCod67AQDQhwAEAJAvOhUAkFY6FQBAvuhUAEBa6VSQDU313gEA+vJCCwBIkyRJvD4BAMgprwMBgDTRqQAA8svrQAAgTXQqyBafXAeQUq64BADUk/gDAMAhOhUAUE86FQAAh+hUAEC9aVWQTRbXAQAAUCIAAQAAAJAGOhUAAAAAaaFVQbZZXAeQYq62BADUgvgDAMDR6FQAQC3oVAAAHI1OBQDUilYF+dFU7x0A4Mi8MAMAhkqSJF5rAAAwYF47AgBDRacCAKAcXjsCAENJq4L88cl1AA3AFZcAgGoSfwAAqJROBQBUk04FAECldCoAoJp0Ksg3i+sAAAByQAACAAAAIC20KgAAAADSQKcCIiyuA2gYrrYEAFRCAAIAoNp0KgCgEjoVAADVplMBAJXQqYB3aqr3DgAwcF7MAQADlSSJ1w4AAAwZrzUBgIHSqQAAGEpeawIAA6VTAYfjk+sAGowrLgEAhyP+AABQSzoVAHAkWhUAALWiUwEAR6JTAUdjcR0AAECDE4AAAAAASAutCgAAAIA00KmAgbK4DqABudoSACD+AACQBjoVAHDIjBkzoqurq967AQBATulUAECE91QBlWmq9w4AUBkv/gAgn5Ik8ToAAIBU8foUAPIrSZKYMWNGvXcDAAAiQqcCgDzznipgMHxyHUADc8UlAMgP8QcAgDTTqQAgP3QqAADSTKcCgPzQqYBqsbgOAAAgxUQgAAAAANJApwIAAAAgDXQqoNosrgNocK62BADZIwABANCIdCoAyB6dCgCARqRTAUD26FTAUGqq9w4AMHheMAJANiRJ4nkdAICG5vUsAGSDTgUAQKPzehYAskGnAmrB4jqAjPDCEQAalwgEAECWeG0LAI1LpwIAIEu8tgWAxqVTAbU0vN47AAAAkFcCEAAAAABpoFMBAAAAkAY6FVAPFtcBZEiSJFEoFOq9GwDAEQhAAADkgU4FAOmnUwEAkAc6FQCkn04F1JvFdQAZIwgBQDqJQAAA5I1OBQDpo1EBAJBHOhUApI9OBaSJxXUAGSQIAUA6iEAAAOSdTgUA9adRAQCATgUAaaBTAWllcR0AAEAViUAAAAAA1JtGBQAAAEAa6FRAI2iq9w4AMDS8GAWA2kqSxPMvAAD0w+tkAKgdjQoAAA7Pa2UAqB2dCmgkPrkOIMOSJIlCoVDv3QCAzBKAAABgYHQqABg6GhUAAAycTgUAQ0enAhqVxXUAGScIAUB1iUAAAFAZnQoAqkunAgCAyuhUAFBdOhXQ6CyuAwAAOAoBCAAAAIA00KkAAAAASAOdCsiSpnrvAABDzwtYAKhMkiSeRwEAoIq8vgaAyuhUAABQXV5fA0BldCogiyyuA8gJL2QBYOBEIAAAGDpeawPAwOlUAAAwdLzWBoCB06mALBte7x0AoHaSJIlCoVDv3QCAVBJ/AACgdnQqADgyrQoAAGpDpwKAI9OpgDywuA4AAMg1AQgAAACANNCpAAAAAEgDnQrIm6Z67wAAteUFLwC8JUkSz4sAAFBHXo8DwFt0KgAAqC+vxwHgLToVkFc+uQ4gh5IkiUKhUO/dAICaE38AACBddCoA8kyrAgCA9NCpAMgznQrIO59cB5BTXggDkCeuqgQAAOnltToAeaNVAQBAOnmdDkDe6FQAb/HJdQAAQCYJPwAAAACkhVYFAAAAQBroVAB9+eQ6gBzzAhmALHJFJQAAaDxewwOQVVoVAAA0Fq/fAcgqnQrg8HxyHUDOJUkShUKh3rsBAIMm/gAAQGPTqQDICp0KAAAam04FQFboVAAD45PrAPDiGYCG5qpKAACQHV7bA9DIdCoAAMgOr+0BaGQ6FUB5fHIdAADQcMQfAAAAANJApwIAAAAgDXQqgMr55DoAIsKLagAag6sqAQBA9nnND0Aj0KkAACD7vOYHoBHoVACDZ3EdACVeXAOQViIQAADki9f/AKSVTgUAAPni9T8AaaVTAVSPxXUA9OKFNgBpIgIBAEB+ORcAIE10KgAAyC/nAgCkiU4FUH3D670DAAAAbyf+AAAAAJAGOhUAAAAAaaBTAQwtn1wHQB9ehANQD66qBAAAvJNzBADqQacCAADeyTkCAPWgUwHUhk+uA6BfSZJEoVCo924AkHHiDwAAcDQ6FQC1oFMBAABHo1MBUCtaFUBtWVwHwGEJQgAMBfEHAAAol04FwFDRqgAAgHLoVAAMJa0KoD4srgMAAGpC/AEAAAAgDXQqAAAAANJCqwKoP4vrADgiV1sCYDDEHwAAoFp0KgAGS6sCAACqQacCoBq0KoD0sLgOgKMShAAoh/ADAAAMFZ0KgEroVQAAQLXpVABUQqcCSCeL6wAYEEEIgCMRfgAAgFrRqQAYKM0KAAAYSjoVAAOlUwGkm8V1AABAxYQfAAAAANJErwIAAAAgDXQqgMZhcR0AA+ZqSwAcIv4AAAD1pFMB8HZaFQAAUC86FQBvp1MBNCaL6wAoiyAEkF/iDwAAkCY6FUC+aVUAAEBa6FQA+aZTATQ+i+sAKJsgBJAvAhAAAJBWOhVAvuhUAABAWulUAPmiUwFki8V1AABAv0QgAAAAANJApwIAAAAgDXQqgGyyuA6AirjaEkA2CUAAAECj0akAskmnAgAAGo1OBZBdWhVAtjUN5psXLFgQxWIxbrnlltK20aNHx/Lly6O9vT127doVq1atigkTJhzxfi655JJ48sknY+fOndHd3R3r16+P2bNn97rNDTfcEMVisdfo6Ojoc1833HBDtLe3x+7du2Pt2rVx+umnD+ZXBOAInCwAZEeSJI7rAABAw3I+A5AdOhUAANDInM8AZItWBZAPFX9yXZIkcdVVV8WGDRt6bV+5cmXs27cvLr744ujs7Iz58+fH6tWr4/TTT4/du3f3e1+vv/563HzzzdHW1hY9PT3x+c9/PpYvXx7btm2Lhx56qHS7Z599Nj7zmc+U/nzgwIFe9/Otb30r5s+fH1/96lfj+eefj0WLFsXDDz8cp556anR3d1f6qwJwBK64BNC4hB8AACBLdCqAxqVTAQAAWaJTATQ2rQogfypaXDdq1Ki455574sorr4xFixaVtk+cODHOOeecOOOMM+K5556LiIh58+bFtm3b4vLLL49ly5b1e3/r1q3r9efbbrst5s6dG9OnT++1uG7//v2xdevWw+7XN7/5zbj55pvj/vvvj4iIuXPnxtatW+MrX/lK3HnnnZX8qgAAkDkCEAAAAABpoFMBAABZZYEdQOPRqgDyq6mSb7r99tvjgQceiDVr1vTaPnLkyIiIePPNN0vbDh48GD09PTF9+vQB3/8FF1wQp556ajzyyCO9tk+cODHa29vjxRdfjJ/85Cdx8sknl7528sknR2tra6/FeD09PbFu3bo499xzy/r9ACiPEwqAxpAkiWM2AACQac55ABqDTgUAAOSB8x6A9DvUqRyzAfKt7E+umzVrVpx99tkxbdq0Pl9ra2uLl19+ORYvXhxXX3117Nq1K+bPnx+tra3R2tp6xPttaWmJ9vb2GDlyZBw4cCDmzZsXq1evLn39iSeeiDlz5sTzzz8fY8aMiUWLFsVvfvObOOOMM+L111+PsWPHRkT0+WS7rVu3xkknndTvzxwxYkRpQWBERHNz84AfBwB6c7UlgHQSfgAAgLzRqQDSS6sCAADyRqsCSCedCoC3K2tx3bhx42Lp0qUxc+bM2Lt3b5+v79+/Py699NJYtmxZ7Ny5M/bv3x+rV6+OBx988Kj33dXVFZMnT47jjjsuPv3pT8eSJUvixRdfjHXr1kVExK9+9avSbZ999tl47LHHYtOmTTF37ty45ZZbSl8rFou97nfYsGF9th1y3XXXxY033jiQXx2AARCDANJDAAIAAPJMpwJID50KAADIO60KIB10KgAOp6zFdVOnTo0xY8bEU0899ac7GD48zjvvvLj22mtj5MiR8fTTT8eUKVOipaUlRowYETt27IjHH3/8qCcGxWIxNm3aFBERGzZsiNNOOy2uu+660uK6d9q9e3f827/9W0ycODEiIrZs2RIREWPHji39e0TE6NGj+3ya3SGLFy+OJUuWlP7c3Nwc7e3tA3gkAAAgnUQgAAAAANJApwIAAAAgDXQqAI6mrMV1a9asiTPPPLPXtuXLl0dbW1t873vfi4MHD5a2d3Z2RkTEhAkTIkmSuP7668vasWHDhsXIkSMP+/URI0bEaaedFo8++mhERLz00kvR0dERF154YTzzzDMREXHMMcfEjBkz4tvf/na/99HT0xM9PT1l7RcAR+ZKSwC1JwABAAD0pVMB1IdWBQAA0JdWBVB7OhUAA1XW4rru7u7YuHFjr227du2K1157rbT9sssui+3bt8fmzZtj0qRJsXTp0li5cmU8/PDDpe9ZsWJFtLe3x8KFCyMiYsGCBVEoFGLTpk0xYsSIuOiii2LOnDlxzTXXlL7nH/7hH+KXv/xlbN68OUaPHh2LFi2KlpaWWLFiRek2t956ayxcuDBeeOGFeOGFF2LhwoWxe/fuuPfee8t/ZAComBgEUBsCEAAAwJHpVAC1o1UBAAAcmVYFUBs6FQDlKmtx3UC0trbGkiVLYsyYMdHR0RF33XVX3HTTTb1uM378+F6fcjdq1Ki44447Yty4cbFnz55oa2uL2bNnx3333Ve6zbhx4+InP/lJfOADH4jt27fH448/Hp/85Cdj8+bNpdt8//vfj3e/+91xxx13xHvf+9544oknYubMmdHd3V3tXxOAoxCDAIaG+AMAAFAenQpg6GhVAAAA5dGqAIaGTgXAYAyLiGK9dyItmpubo7OzM1paWqKrq6veuwPQ8IQggOoRgAA4Ek0jm/y91p7HnCwxn3vTqRpfU1NTTJkyJdavX9/rAo7QiLIwn7Uq3s7rDrLEfB48j2E2+XsFqC6tCqB6dCoAjmSgTaPqn1wHAIe40hLA4AlAAAAAg6dTAQyeTgUAAFAdWhXA4GlVAFRTU713AIBscwIDUJkkSRxDAQAAqsg5FkBldCoAAIDqc54FUBmtCoCh4JPrABhyrrYEMDDCDwAAwNDSqQAGRqcCAAAYeloVwMBoVQAMNYvrAACgzgQgAAAAANJApwIAAAAgLbQqAGrF4joAasKVlgD6EoAAAABqT6cC6EunAgAAqA+tCqA3nQqAemiq9w4AkB9OegDekiSJYyIAAEAdOScDeItOBQAAUH/OywB0KgDqyyfXAVBTrrYE5JX4AwAAkC46FZBXOhUAAED6aFVAHulUAKSFT64DAIAh5KpKAFAbCxYsiGKxGLfccktp2+jRo2P58uXR3t4eu3btilWrVsWECROOeD+XXHJJPPnkk7Fz587o7u6O9evXx+zZs3vd5oYbbohisdhrdHR09LmvG264Idrb22P37t2xdu3aOP3006vzywIAQAV0KgCoDZ0KAACOTKcCIG0srgOg5pwUAVl3KAA53gFAbSRJEldddVVs2LCh1/aVK1fGKaecEhdffHFMmTIlXnnllVi9enUce+yxh72v119/PW6++eY455xz4uMf/3gsX748li9fHjNnzux1u2effTbGjh1bGpMmTer19W9961sxf/78uPbaa2PatGmxZcuWePjhh+O4446r3i8OwKA5bwPyQKcCgNrRqQAYDOduQNbpVACklcV1ANSFEyQgayyoA4D6GDVqVNxzzz1x5ZVXxs6dO0vbJ06cGOecc05cc801USgU4vnnn4958+bFcccdF5dffvlh72/dunWxcuXKaGtrixdffDFuu+22+N3vfhfTp0/vdbv9+/fH1q1bS2PHjh29vv7Nb34zbr755rj//vtj48aNMXfu3Dj22GPjK1/5SnUfAAAGzXkckFVaFQDUlk4FQDU4jwOySKcCIO2G13sHAMivJEmiUCjUezcABkX4AYD6uv322+OBBx6INWvWxKJFi0rbR44cGRERb775ZmnbwYMHo6enJ6ZPnx7Lli0b0P1fcMEFceqpp8a3v/3tXtsnTpwY7e3tsXfv3njiiSdi4cKF8dJLL0VExMknnxytra3x0EMPlW7f09MT69ati3PPPTfuvPPOfn/WiBEjSvsdEdHc3Nzrnww9jzlZYj6X51Of+lSsW7eu3rvBETQ1NfX6JzSyoZzPM2bMKP275wBqxesOssR8Hrw8P3Z56FQA1Ib3VAFZ4D1VADQSi+sAAKBM4g8ApMOsWbPi7LPPjmnTpvX5WltbW7z88suxePHiuPrqq2PXrl0xf/78aG1tjdbW1iPeb0tLS7S3t8fIkSPjwIEDMW/evFi9enXp60888UTMmTMnnn/++RgzZkwsWrQofvOb38QZZ5wRr7/+eowdOzYiIrZu3drrfrdu3RonnXTSYX/uddddFzfeeGOf7e3t7UfcX6rPY06WmM9kzVlnnVXvXYCqGYr53NnZWfX7hIHyuoMsMZ8pV146FQAAHIn3VAHQqCyuA6CuXGkJaBTiDwCky7hx42Lp0qUxc+bM2Lt3b5+v79+/Py699NJYtmxZ7Ny5M/bv3x+rV6+OBx988Kj33dXVFZMnT47jjjsuPv3pT8eSJUvixRdfLH2i0a9+9avSbZ999tl47LHHYtOmTTF37ty45ZZbSl8rFou97nfYsGF9tr3d4sWLY8mSJaU/Nzc3R3t7e5xwwgnR1dV11P1m8DzmZIn5XBmfXpdeTU1NcdZZZ8WGDRvi4MGD9d4dGJRqzOe3f0Id1JvXHWSJ+Tx4hx7DPMlTpwKgdrynCmgU3lMFQBZYXAdA3YlBQFqJPwCQXlOnTo0xY8bEU089Vdo2fPjwOO+88+Laa6+NkSNHxtNPPx1TpkyJlpaWGDFiROzYsSMef/zxo55/FIvF2LRpU0REbNiwIU477bS47rrrDrvgYvfu3fFv//ZvMXHixIiI2LJlS0REjB07tvTvERGjR4/uc5Xwt+vp6Ymenp4+27u6uryhr8Y85mSJ+Vyes88+W6dKuYMHD1pcR2aUM591KhqB1x1kiflMOfLUqQCoLe+pAtJIpwIgi5rqvQMAEOGEC0iXJEkclwAg5dasWRNnnnlmTJ48uTSefPLJuOeee2Ly5Mm93qTc2dkZO3bsiAkTJkSSJPHzn/+8rJ81bNiwGDly5GG/PmLEiDjttNOio6MjIiJeeuml6OjoiAsvvLB0m2OOOSZmzJgRv/nNb8r8TQGoNeeDQJroVACQfjoVAEPJOSGQFjoVAFnmk+sAAOD/EYAAoHF0d3fHxo0be23btWtXvPbaa6Xtl112WWzfvj02b94ckyZNiqVLl8bKlSvj4YcfLn3PihUror29PRYuXBgREQsWLIhCoRCbNm2KESNGxEUXXRRz5syJa665pvQ9//AP/xC//OUvY/PmzTF69OhYtGhRtLS0xIoVK0q3ufXWW2PhwoXxwgsvxAsvvBALFy6M3bt3x7333juUDwsAABmhUwFA49CpAADIMp0KgDywuA6A1EiSJAqFQr13A8gZAQgAsqu1tTWWLFkSY8aMiY6Ojrjrrrvipptu6nWb8ePH97p6+KhRo+KOO+6IcePGxZ49e6KtrS1mz54d9913X+k248aNi5/85CfxgQ98ILZv3x6PP/54fPKTn4zNmzeXbvP9738/3v3ud8cdd9wR733ve+OJJ56ImTNnRnd399D/4gAMmk4F1ItWBQDZpFMBMBhaFVAPOhUAeTIsIor13om0aG5ujs7OzmhpaYmurq567w5AbolBQC0IQABkiaaRTf5ea89jTpaYz9WhU6VHU1NTTJkyJdavX9/rDcfQiN45n3UqGp3XHWSJ+Tx4HsNs8vcKkA5aFTDUdCoAsmagTaOphvsEAAPiBA0YSkmSOM4AAAAwIM4fgaE0Y8YMxxkAAAAGzDkkMFS8nwqAvBte7x0AAIChJv4AAAAAkBYzZsyIzs7Oeu8GAAAAADnnPVUA8BafXAdAKjlpA6rBVZUAAAAYLOeVQLVoVQAAAAyW80qgGnQqAOjNJ9cBkFpJkkShUKj3bgANRvgBAACg2nQqoFJaFQAAANWmVQGV0KkA4PB8ch0AqeaEDhgoV1QCAABgKDnnBMqhVQEAADCUnHMCA6VTAcDR+eQ6AAAamvgDAAAAQBroVAAAAACkgU4FAOXxyXUApJ4TPaA/rqoEAABArTkPBfqjUwEAAFAPzkWBd9KpAKAyPrkOgIaQJEkUCoV67wZQZ+IPAAAA9aZTARE6FQAAAOmgVQE6FQAMnk+uA6BhOAmE/HJVJQAAANLEOSrkl04FAABA2jhPhXzSqQCgenxyHQAAqSUAAQAAAJAGOhUAAAAAaaBTAUD1+eQ6ABqKE0PIB1dWAgAAIO2ct0I+6FQAAAA0AueukH06FQAMHZ9cB0DDSZIkCoVCvXcDqDLxBwAAgEajU0E26VQAAAA0Iq0KskenAoDa8Ml1ADQkJ42QHa6qBAAAQCNzTgvZoVMBAADQ6JzXQjboVABQWz65DgCAuhCAAAAAAKg3jQoAAACAtNCqAKA+LK4DoGElSRKFQqHeuwGUQQACAAAgi3QqaDw6FQAAAFmlVUHj0aoAoL4srgOgoYlB0BgEIAAAALJOp4L006gAAADIC60K0k+rAoD0aKr3DgDAYDnJhPRKksR/owAAAOSGc2BIJ40KAACAPHIuDOmkVQFA+vjkOgAAqkr8AQAAACANdCoAAAAA0kCnAoB088l1AGSCk0+oP1dVAgAAAJ0K0kCnAgAAgLc4P4b60qkAoDH45DoAMiNJkigUCvXeDcgV8QcAAAD60qmg9nQqAAAA6J9WBbWlUwFA47G4DoBMEYOgNkQgAAAAODKdCoaeRgUAAAADo1XB0NKpAKCxWVwHAMCAiEAAAABQHm9agurTqAAAAABIA50KALLD4joAMseblqB6RCAAAAAYHK0KBk+jAgAAgMHTqWDwdCoAyKameu8AAAwFJ7EwOEmS+O8IAAAAqsQ5NlRGowIAAIDqcp4NldGpACDbfHIdAJnlaktQHgEIAAAAho5WBQOjUQEAAMDQ0qlg4LQqAMgHi+sAAHJMAAIAAAAgDXQqAAAAANJCqwKAfLG4DoBMc6Ul6Ev8AQAAgPrQqqA3nQoAAADqQ6eCvrQqAMivpnrvAAAMNSe98JYkSfz3AAAAAHXm3Bx0KgAAAEgD5+bwFq0KAPDJdQDkgqstkWfiDwAAAKSLVkVe6VQAAACQLjoVeaVTAQBvZ3EdAEBGiUAAAAAApIFOBQAAAEAa6FQAQH8srgMgN1xpiTwQgAAAAKAxaFVknU4FAAAAjUGnIut0KgDgaJrqvQMAUEtOlMmqJEnMbwAAAGgwzuXJIp0KAAAAGo9zebJIpwIABsriOgByxwkzWSICAQAAQGNzXk9W6FQAAADQ2JzXkxU6FQBQruH13gEAAMonAAEAAACQBjoVAAAAAGmgUwEAlbK4DoBcSpIkCoVCvXcDyiIAAQAAQDZpVTQanQoAAACySaei0ehUAEA1NNV7BwCgXpxY0yiSJDFfAQAAIOOc+9MIdCoAAADIPuf+NAKdCgCoJp9cB0CuudoSaSYAAQAAQL5oVaSRRgUAAAD5o1ORVloVADAULK4DAEgRAQgAAACANNCpAAAAAEgLrQoAGEoW1wGQe660RBoIQAAAAECEVkV9aVQAAADAIToV9aZVAQC10lTvHQCANHAiTr0kSWL+AQAAAL1oBdSaRgUAAAD0Ry+gHrQqAKDWfHIdAPw/rrZErYg/AAAAwNFoVdSCTgUAAAAcjU5FLehUAEA9WVwHAFAjIhAAAAAAaaBTAQAAAJAGOhUAkAYW1wHA27jSEtUmAAEAAACV0qqoJp0KAAAAqJRORTXpVABA2jTVewcAIG2cvFMNSZKYSwAAAMCg6QsMlk4FAAAAVIO+wGDpVABAWllcBwD9cBJPpUQgAAAAoNq0BiqhUwEAAADVpjVQCZ0KAEi74fXeAQCARif+AAAAAJAWWhUAAAAAaaBTAQCNwuI6ADiMJEmiUCjUezdIMQEIAAAAqBWtiiPRqQAAAIBa0ak4Ep0KAGhETfXeAQBIMyf79CdJEnMDAAAAqDk9gnfSqQAAAIB60CN4J50KAGhkPrkOAI7C1ZaIEAUBAACAdNCq0KkAAACANNCpiNCqAIBssLgOAOAIBCAAAAAA0kCnAgAAACAttCoAIEssrgOAAXClpXwRfwAAAIA006ryQ6cCAAAA0kynyhetCgDIKovrAGCAxKDsE4AAAACARqFVZZdGBQAAADQSnSrbtCoAIA8srgOAMohB2SMAAQAAAI1Kq8oOjQoAAABoZDpVtmhVAEDeWFwHAOSOAAQAAABAvWlUAAAAAKSBTgUA5F1TvXcAABqNmNC4kiTx9wcAAABkitbReDQqAAAAIIv0jsajUwEAvMUn1wFABZIkiUKhUO/dYAAEIAAAACDrtKrGoFMBAAAAWadTNQadCgCgN4vrAKBCYlB6CUAAAABA3mhV6aVVAQAAAHmiU6WXTgUA0D+L6wCATBB/AAAAAEgLrQoAAACANNCpAACOrqneOwAAjUx8qL8kSfw9AAAAAIRWlQZaFQAAAIBOlQY6FQDAwPnkOgAYpCRJolAo1Hs3ckf8AQAAAOhLq6o9nQoAAACgL52q9nQqAIDK+OQ6AKgCYaJ2XFUJAAAA4Mi0k9rQqQAAAACOTDupDZ0KAGBwfHIdAJB64g8AAAAAaaBTAQAAAJAGOhUAQPX45DoAqBLBovpcVQkAAACgMppKdelUAAAAAJXRVKpLpwIAqD6L6wCgioSL6hCBAAAAAAZPXxk8nQoAAABg8PSVwdOpAACGjsV1AFBlIkblRCAAAACA6tJaKqNTAQAAAFSX1lIZnQoAYOgNr/cOAAD5Jv4AAAAAkAY6FQAAAABpoFMBANSWT64DgCEgcBydqyoBAAAA1IYGc2Q6FQAAAEBtaDBHplMBANSHxXUAMESEjv6JQAAAAAC1p8f0pVMBAAAA1J4e05dOBQBQX8PrvQMAkGVJkkShUKj3btSd+AMAAABQf1rVW7QqAAAAgPrSqd6iUwEApIPFdQDAkBGAAAAAAEgDnQoAAACANNCpAADSp6neOwAAWZfHIJIkSS5/bwAAAIC0y1uz0akAAAAA0ilvzUanAgBIL59cBwA1kCRJFAqFeu/GkBJ/AAAAABpD1luVTgUAAADQGHQqAADSwCfXAUCNZDWWuKoSAAAAQOPJYs/RqQAAAAAaTxZ7jk4FANBYfHIdAFA28QcAAACANNCpAAAAAEgDnQoAoHEN6pPrFixYEMViMW655ZbSttGjR8fy5cujvb09du3aFatWrYoJEyYc8X4uueSSePLJJ2Pnzp3R3d0d69evj9mzZ/f5Wb/97W+js7Mztm7dGvfff3989KMf7XWb5cuXR7FY7DUee+yxwfyKAFBVjR5RXFUJAAAAIDsaufPoVAAAAADZ0cidR6cCAGh8FS+uS5IkrrrqqtiwYUOv7StXroxTTjklLr744pgyZUq88sorsXr16jj22GMPe1+vv/563HzzzXHOOefExz/+8Vi+fHksX748Zs6cWbrNjBkz4vbbb49PfvKTceGFF8bw4cPjoYce6nO/q1atirFjx5bGRRddVOmvCABDohFjiggEAAAAkE2N1nxmzJjRcPsMAAAAwNE1WvPxfioAgOwYXsk3jRo1Ku6555648sorY9GiRaXtEydOjHPOOSfOOOOMeO655yIiYt68ebFt27a4/PLLY9myZf3e37p163r9+bbbbou5c+fG9OnT46GHHoqIiL/4i7/odZsrrrgitm/fHlOnTo1HH320tH3v3r2xdevWSn4tAKiZJEmiUCjUezeOSPwBAAAAyIdGaFUzZsyIzs7Oeu8GAAAAAEOoETqV91QBAGRPRZ9cd/vtt8cDDzwQa9as6bV95MiRERHx5ptvlrYdPHgwenp6Yvr06QO+/wsuuCBOPfXUeOSRRw57m/e85z0R8dan3r3d+eefH1u3bo3f//73ceedd8YHP/jBw97HiBEjorm5udcAgFpJa2hxVSUAAAAA0uBQp9KqAAAAAKgnnQoAINvK/uS6WbNmxdlnnx3Tpk3r87W2trZ4+eWXY/HixXH11VfHrl27Yv78+dHa2hqtra1HvN+WlpZob2+PkSNHxoEDB2LevHmxevXqw95+yZIl8eijj8bGjRtL21atWhU//elP45VXXomTTz45brrppvj1r38dU6dOjZ6enj73cd1118WNN9448F8eADJM/AEAAADIrzRdFVynAgAAAMgvnQoAgFora3HduHHjYunSpTFz5szYu3dvn6/v378/Lr300li2bFns3Lk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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 20 + }, + { + "cell_type": "markdown", + "id": "491f417a79684753", + "metadata": {}, + "source": [ + "### Tile 17, 8 - Sechelt to Secret Cove\n", + "\n", + "* flatten east side of Welcome Passage and make passage ~2 grid cells wide\n", + "* surface Merry Island\n", + "* surface Trail Islands\n", + "* dig out Sargeant Bay to be 2x2" + ] + }, + { + "cell_type": "code", + "id": "aeac3dcad5c854ca", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:14.951261619Z", + "start_time": "2026-02-05T20:45:14.061065470Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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o9Zyjd+/esXDhwhg+fHi89NJLERExZ86ceOGFF+Kmm26KiIjBgwfHfffdF4MGDYodO3bErFmzYteuXRERccEFF7Toftq1axeLFi2K//qv/4obbrihyfrq6upoaGiICy+8cI/76dmzZ6xevTq+/OUvx7Rp03a7zfjx42PChAktqgsAAACgGMmqiiOrai6nKtX+AwCyzzlVHCjnVAHwvn05p8pMdwAAGSAYorWsqK4SEgFQFk4++eTo0aNHPPfcc7llHTp0iGHDhsXo0aOjU6dOsWjRojjppJOia9euUVFRERs2bIh58+bFwoULW3w/SZLEggULon///k3WHXnkkXHOOefEl770pb3uZ+3atbF69erd7ud9VVVVMXHixNzvlZWVUVNTE4cffriTmfbA80Sp8ZqmFHldFxez2u1du4Mq4qi/Hh2r5/wkkp27n8WY93z2SxPSLoEW8D5NKfK6zp73+6RUlVpW1VxOBQBQaM6porU4pwqA/WHQHQBASoRCtBUhEQDlYPbs2XHCCSfkLZsyZUosXbo0fvCDH+SuEh4RsXnz5oiI6NevXwwZMiRuv/32fbqvQYMGxeLFi5ssv+qqq+LNN9+MGTNm7HUfn/zkJ+OII46I2traZrdpaGiIhoamJ21v2bLFCYIt4Hmi1HhNU4q8rrPrwzmVQWQtl+xs8HztxYuP3ianKiLepylFXtcUSqllVc3lVAAAheCcKtqKc6oA2FcG3QEAFJBQCACgdWzdujVefvnlvGXbtm2Lt956K7f80ksvjfXr18eaNWvixBNPjLvvvjumT58eTz31VO42999/f9TU1MRtt90WERHf+c53Yt68ebF8+fLo2rVrXH/99TFo0KC47rrr8u6rXbt2cdVVV8X9998fO3fuzFvXuXPnmDBhQvzqV7+K2traOProo+P73/9+bNiwIaZNm9YWTwcAwH6RVQEAtA5ZFQDAgZNVAQBZY9AdAEAbEwiRBldmAoCIXr16xcSJE6NHjx5RW1sbDzzwQNxxxx152xx55JF5Vxrv1q1bTJ48OXr27BnvvPNOPP/88zFs2LBYsGBB3u3OOeecOOqoo+LnP/95k/vduXNnnHjiiXHFFVdEt27dora2NubMmROXXXZZbN26tW0eLADAPpBXUUhyKgB4j6wKAKApORWFJqsCYF+0i4gk7SKyorKyMjZv3hxdu3aNLVu2pF0OAFDkhEJkgZAIoHzJOYqfPmwZzxOlxmuaUuR1nR3yqtbR7qCKOPqcMbFq1sRIdjakXU7RkFNll/dpSpHXdfbok+Km/wCA1ianIm2yKoDytS85h5nuAABakUCIrHF1JgAAAChv8iqyQk4FAAAA5U1ORZbIqgBoCYPuAAAOkEAIAAAAgCyRVwEAAACQBXIqAKCYGXQHALCfhEIUC1dmAgAAgNInq6IYyKkAAACg9MmpKBayKgD2xqA7AIB9IBSiWAmJAAAAoPTIqihGcioAAAAoPXIqipWsCoA9aZ92AQAAxWBFdZVwiKLnNQwAAAClQVZFsfP6BQAAgNIgp6IUeA0D0Bwz3QEANMMf0wAAAABkhawKAAAAgKyQVQEA5cBMdwAAH+EKTJQyr20AAAAoLrIqSpXXNQAAABQfWRWlyusagN0x0x0AQCN/OFMuVlRXRd/zxqZdBgAAANAMORXlQk4FAAAA2SerolzIqgD4KIPuAICyJhSiXAmJAAAAIHtkVZQjORUAAABkk6yKciSrAuDDDLoDAMqSUAgAAACArJBVAQAAAJAFcioAgA+0T7sAAIBCWlFdJRyCRo4FAAAASJesCt7jOAAAAIB0yangA44FAN5npjsAoOT5Ixiat6K6KvqeNzbtMgAAAKBsyKpg9+RUAAAAUFhyKmierAqACDPdAQAlzBWYoGUcJwAAAND2ZFWwd44RAAAAaHtyKmgZxwkAZroDAEqOP3YBAAAAyAI5FQAAAABZIasCANg3ZroDAEqGqzDB/nPsAAAAQOuRU8H+c+wAAABA65JVwf5z7ACUNzPdAQBFzR+10HpWVFdF3/PGpl0GAAAAFCU5FbQeORUAAAAcGFkVtB5ZFUD5MtMdAFCUXIEJ2objCgAAAPaNnArahuMKAAAA9p2sCtqG4wqgPJnpDgAoKv54BQAAACAL5FTQ9lxFHAAAAFpGVgUA0PrMdAcAFAVXYYLCcawBAABA8+RUUFiONwAAAGierAoKx7EGUH7MdAcAZJY/UiE9riIOAAAAH5BTQbpkVQAAAPABWRWkR04FUF7MdAcAZI4rMEE2OA4BAAAod3IqyA7HIgAAAOVOVgXZ4DgEKB9mugMAMsEfogAAAABkhawKAAAAgCyQUwEApMdMdwBAqlyBCbLN8QkAAEA5kVVBtjk+AQAAKBdyKsg2xydAeTDTHQCQCn90QvFYUV0Vfc8bm3YZAAAA0CbkVFBcZFUAAACUKjkVFBc5FUDpM+gOACgYwRAULyERAAAApUZWBcVLVgUAAEApkVNB8ZJTAZQ2g+4AgDYnGAIAAAAgC+RUAAAAAGSFrAoAINvap10AAFC6VlRXCYeghDieAQAAKAsQwFUAAQAASURBVFZyKig9jmkAAACKlawKSovjGaB0mekOAGhV/oCE0raiuir6njc27TIAAABgr+RUUPpkVQAAABQDORWUPjkVQGky6A4AOGCCISgvQiIAAACySk4F5UdWBQAAQBbJqaD8yKkASo9BdwDAfhEMAQAAAJAFcioAAAAAskBOBQBQWgy6AwD2iXAIiHBlJgAAANIlowI+TFYFAABAWuRUwIfJqQBKi0F3AMBeCYeA3RESAQAAUGhyKqA5sioAAAAKSU4FNEdOBVA6DLoDAHZLMAS0hJAIAACAtianAlpKVgUAAEBbk1UBLSGnAigNBt0BAHkEQwAAAABkgZwKAAAAgKyQVQEAlB+D7gAAoRBwQFyZCQAAgNYipwIOlKwKAACA1iKrAg6EnAqg+LVPuwAAID0rqquEQ0Cr8F4CAADAgZBTAa3J+wkAAAAHQlYFtBbvJQDFzUx3AFBm/BEHtBVXZwIAAGBfyaqAtiKrAgAAYF/JqoC2IKcCKF4G3QFAmRAKAQAAAJAVsioAAAAAskJWBQDA7hh0BwAlTigEFJIrMwEAANCclx6bEMnOhrTLAMqIrAoAAIDmOKcKKCQ5FUBxap92AQBA61tRXZVrAIXmvQcAAIAPe+mxCWmXAJQxWRUAAAAf5pwqIC3eewCKj5nuAKCE+KMMyApXZwIAAEBWBWSFrAoAAKC8yamArJBTARQXg+4AoAQIhgAAAADIClkVAAAAAFkgpwIA4EAYdAcARUooBGSdKzMBAACUD1kVkHWyKgAAgPIgpwKyTk4FUDzap10AALBvVlRXCYeAouH9CgAAoLTJqoBi4v0KAACgdMmpgGLi/QqgOJjpDgCKgD+wgGLm6kwAAAClRVYFFDNZFQAAQGmRVQHFSk4FkH0G3QFAhgmFAAAAAMgKWRUAAAAAWSGrAgCgrRl0BwAZJBQCSo0rMwEAABQnORVQimRVAAAAxUlWBZQaORVAthl0BwAZIRQCSp2QCAAAoHjIqoBSJ6sCAAAoHrIqoJTJqQCyy6A7AEiZUAgoJ0IiAACAbJNVAeVEVgUAAJBdciqgnMipALLJoDsASIlgCAAAAICskFUBAAAAkAVyKgAAssKgOwAoIKEQgCszAQAAZIWsCkBWBQAAkAVyKgA5FUAWGXQHAG1MKATQlJAIAAAgHbIqgKZkVQAAAIUnpwJoSk4FkC0G3QFAGxEMAeyZkAgAAKAw5FQAeyerAgAAaHtyKoC9k1MBZIdBdwDQigRDAAAAAGSBnAoAAACALJBTAQBQrNqnXQAAlIIV1VUCIoD94L0TAACgdcmpAPaf908AAIDWI6cC2H/ePwGywUx3ALCf/FED0DpWVFdF3/PGpl0GAABA0ZJTAbQeWRUAAMCBkVUBtA45FUD6zHQHAPvIVZgAWp/3VQAAgH0npwJoG95bAQAA9p2sCqD1eV8FSJeZ7gCgBfzhAgAAAEAWyKkAAAAAyApZFQAApcxMdwCwB67ABFA43m8BAACaJ6cCKCzvuQAAAM2TVQEUjvdbgPSY6Q4APsIfKADpWVFdFX3PG5t2GQAAAJkhqwJIj6wKAADgA3IqgPTIqQDSYaY7AGjkCkwA2eC9GAAAQFYFkBXeiwEAgHInpwLIBu/FAIVnpjsAyp4/RAAAAADIAjkVAAAAAFkgpwIAAIPuAChTgiGAbFtRXRV9zxubdhkAAAAFIasCyDZZFQAAUC7kVADZJqcCKCyD7gAoK4IhgOIhJAIAAEqZnAqguMiqAACAUiarAigeciqAwmmfdgEAUAgrqquEQwBFyHs3AABQauRUAMXL+zcAAFBqZFUAxcl7N0BhmOkOgJLljwqA0uDqTAAAQLGTUwEAAACQFbIqAABoGTPdAVByXIEJoPR4XwcAAIqRnAqg9HhfBwAAipWsCqC0eE8HaHtmugOgJPjjAQAAAICskFUBlLYV1VXR97yxaZcBAADQIrIqgNIlpwJoW2a6A6CouQITQPnwfg8AAGSdrAqgfHi/BwAAsk5WBVAevNcDtB0z3QFQlPyRAFCeXJ0JAADIGjkVAAAAAFkhqwIAgNZj0B0ARUMoBECEgXcAAEA2yKoAkFMBAABZIasCKG9yKoC2YdAdAJknFALgowRFAABAWmRVAHyYnAoAAEiLnAqAD5NTAbQ+g+4AyCzBEAAAAABZIasCoDlOaAIAAApJTgVAc+RUAK3LoDsAMkUoBEBLCYkAAIC2JqsCAAAAIAvkVAC0lHOqAFqPQXcApE4oBMD+EhIBAABtQV4FwL6SUwEAAG1BTgXA/pBVAbSO9gdy41tvvTWSJIlJkybllnXv3j2mTJkSNTU1sW3btpg5c2b069dvj/sZOXJkJEnSpHXq1Cm3zfjx45usr62tbbKv8ePHR01NTdTV1cWcOXPi+OOPP5CHCEAbWVFdlWsAcCB8lgAAAK1BXgXAgfIZAgAAtBY5FQAHyucIwIHb70F3Q4YMiVGjRsWLL76Yt3z69OnRt2/fuOiii+Kkk06K1atXx6xZs+Lggw/e4/7eeeed6NmzZ16rr6/P22bJkiV560888cS89TfffHOMGTMmRo8eHUOHDo21a9fGU089FV26dNnfhwlAKxMIAdAWfLYAAAD7S14FQGvymQIAABwIWRUArclnCsCB6bA/N+rcuXM89NBDcc0118S4ceNyy/v37x+f+9znYsCAAfHKK69ERMS1114bb775ZowYMSLuu+++ZveZJEmsW7duj/e7Y8eOPW5z4403xve+972YNm1aRLw3g966deviK1/5SkyePHlfHiIArciXdgAAAACyRF4FAAAAQBbIqQAAILv2a6a7e++9N2bMmBGzZ8/OW96pU6eIiHj33Xdzy3bt2hUNDQ1xxhln7HGfXbp0iVWrVsUbb7wRTzzxRAwaNKjJNv3794+amppYsWJFTJ06Nfr06ZNb16dPn+jVq1c8+eSTuWUNDQ3x9NNPx+mnn77b+6yoqIjKysq8BkDreP+qS4IhAArFZw4AALAn8ioACsVnDQAAsCdyKgAKyecNwP7b50F3l112WQwePDjGjh3bZN3SpUtj1apVUVVVFd26dYuOHTvGLbfcEr169YpevXo1u8+lS5fGlVdeGRdeeGGMGDEi3n333Zg7d27069cvt838+fPjiiuuiC984QtxzTXXRM+ePeOZZ56JT37ykxER0bNnz4iIJjPhrVu3Lrfuo8aOHRubN2/OtZqamn19OgD4CIEQAGnyGQQAAHyYE5gASIvPHgAA4MPkVACkyecPwP7psC8b9+7dO+6+++4YPnx41NfXN1m/Y8eOuOSSS+K+++6Lt99+O3bs2BGzZs2K3/72t3vc7/z582P+/Pm53+fOnRuLFi2Kb3/723HDDTdERER1dXVu/ZIlS+LZZ5+N119/PUaOHBmTJk3KrUuSJG/f7dq1a7LsfVVVVTFx4sTc75WVlQbeAewHX8YByJIV1VXR97ymFwkBAADKg6wKgKyQUwEAQHmTUwGQJbIqgH23T4PuTj755OjRo0c899xzH+ygQ4cYNmxYjB49Ojp16hSLFi2Kk046Kbp27RoVFRWxYcOGmDdvXixcuLDF95MkSSxYsCD69+/f7DZ1dXWxePHi3DZr166NiPdmvHv/54iI7t27N5n97n0NDQ3R0NDQ4roAyCcYAgAAACArZFUAAAAAZIGcCgAASkP7fdl49uzZccIJJ8SgQYNybcGCBfHQQw/FoEGDYteuXbltN2/eHBs2bIh+/frFkCFD4te//vU+FTZo0KCora1tdn1FRUUcd9xxuW1WrlwZtbW1ce655+a26dixY5x11lnxzDPP7NN9A7BnK6qrhEMAZJrPKQAAKA/v51T+BgAgq3xGAQBA+ZBTAZB1PqcA9s0+zXS3devWePnll/OWbdu2Ld56663c8ksvvTTWr18fa9asiRNPPDHuvvvumD59ejz11FO529x///1RU1MTt912W0REfOc734l58+bF8uXLo2vXrnH99dfHoEGD4rrrrsvd5s4774wnnngi1qxZE927d49x48ZF165d4/77789tc9ddd8Vtt90Wy5cvj+XLl8dtt90WdXV18fDDD+/7MwNAE75sA1BMVlRXRd/zxqZdBgAA0AbkVAAUEzkVAACUNlkVAMVEVgXQcvs06K4levXqFRMnTowePXpEbW1tPPDAA3HHHXfkbXPkkUfmzYrXrVu3mDx5cvTs2TPeeeedeP7552PYsGGxYMGC3Da9e/eOqVOnxqGHHhrr16+PefPmxWmnnRZr1qzJbfPDH/4wPv7xj8dPf/rTOOSQQ2L+/PkxfPjw2Lp1a2s/TICyIRQCoJgJiQAAoHTIqQAoZnIqAAAoLbIqAIqZrAqgZQ540N1f//Vf5/3+4x//OH784x/v023GjBkTY8aM2eNtRowY0aJ6vvvd78Z3v/vdFm0LQPMEQwAAAABkgZwKAAAAgKyQVQEAQPlon3YBAGTLiuoq4RAAJcXnGgAAFCc5FQClxucaAAAUL1kVAKXG5xrA3hl0B0BECIYAKG0+4wAAoHjIqQAoZT7jAACguMiqAChlPuMA9qxD2gUAkB5flgEoJyuqq6LveWPTLgMAANgNORUA5UROBQAA2SarAqCcyKoAmmfQHUAZEgwBAAAAkAVyKgAAAACyQlYFAAB8mEF3AGVCKAQArswEAABZIasCoNzJqQAAIBvkVAAgqwJoTvu0CwCgba2orhIOAcCH+FwEAID0yKoA4AM+EwEAID1yKgDI53MRoCmD7gBKlGAIAJrnMxKg9Nx6662RJElMmjQpt6x79+4xZcqUqKmpiW3btsXMmTOjX79+e9zPyJEjI0mSJq1Tp065bcaPH99kfW1tbZN9jR8/PmpqaqKuri7mzJkTxx9/fOs9YIAi8n5O5Xs4ADTl8xGgNMmqALJJTgUAe+YzEiBfh7QLAKD1+LILAACUoyFDhsSoUaPixRdfzFs+ffr02L59e1x00UWxefPmGDNmTMyaNSuOP/74qKura3Z/77zzThx77LF5y+rr6/N+X7JkSZxzzjm533fu3Jm3/uabb44xY8bElVdeGcuWLYtx48bFU089Fccee2xs3bp1fx8qQFGRVQEAAOVIVgWQPXIqAABgf5jpDqAEuAITAOw7n50ApaFz587x0EMPxTXXXBNvv/12bnn//v3jc5/7XHzrW9+KhQsXxrJly+Laa6+NLl26xIgRI/a4zyRJYt26dXnto3bs2JG3fsOGDXnrb7zxxvje974X06ZNi5dffjlGjhwZBx98cHzlK19pnQcOkFGuFg4A+87nJkDpkFUBZIucCgD2nc9OgA8YdAdQxARDAHBgfI4CFL977703ZsyYEbNnz85b3qlTp4iIePfdd3PLdu3aFQ0NDXHGGWfscZ9dunSJVatWxRtvvBFPPPFEDBo0qMk2/fv3j5qamlixYkVMnTo1+vTpk1vXp0+f6NWrVzz55JO5ZQ0NDfH000/H6aefvj8PEyDz5FQAcGB8jgKUBlkVQDbIqgDgwPgcBXhPh7QLAGDf+CILAK1rRXVV9D1vbNplALAfLrvsshg8eHAMHTq0ybqlS5fGqlWroqqqKr7xjW/Etm3bYsyYMdGrV6/o1atXs/tcunRpXHnllbF48eLo2rVr3HDDDTF37twYOHBgvPbaaxERMX/+/Ljiiiti2bJl0aNHjxg3blw888wzMWDAgNi4cWP07NkzIqLJVcfXrVsXRx11VLP3XVFRkTsBKyKisrIy7//snueJUlNMr+mXHpuQdgkUiXYHVeT9H4qd1zRtZeVTP4rPfmlCwe+3mL5/QEt5XWdPOfRFKWVVzeVUAFnmnCoAaF3OqQIw6A6gaAiGAAAAPtC7d++4++67Y/jw4VFfX99k/Y4dO+KSSy6J++67L95+++3YsWNHzJo1K37729/ucb/z58+P+fPn536fO3duLFq0KL797W/HDTfcEBER1dXVufVLliyJZ599Nl5//fUYOXJkTJo0KbcuSZK8fbdr167Jsg8bO3ZsTJgwocnympqaPdbMezxPlBqvaUrRUX89Ou0SoFV5TdMWNm8ek9p9+/5BKfK6plBKLatqLqcCyCLnVAEAAG3FoDuADBMKAUBhuDITQPE5+eSTo0ePHvHcc8/llnXo0CGGDRsWo0ePjk6dOsWiRYvipJNOiq5du0ZFRUVs2LAh5s2bFwsXLmzx/SRJEgsWLIj+/fs3u01dXV0sXrw4t83atWsjIqJnz565nyMiunfv3uSK4h9WVVUVEydOzP1eWVkZNTU1cfjhh8eWLVtaXHO58TxRarL8mjazHfur3UEVcdRfj47Vc34Syc6GtMuBA+Y1TVsr9Gx3Wf7+AfvL6zp73u+TUlVqWVVzORVAVjinCgAKwzlVQLkz6A4ggwRDAFB4QiKA4jJ79uw44YQT8pZNmTIlli5dGj/4wQ9i165dueWbN2+OiIh+/frFkCFD4vbbb9+n+xo0aFAsXry42fUVFRVx3HHHxX//939HRMTKlSujtrY2zj333HjhhRciIqJjx45x1llnxS233NLsfhoaGqKhoelJ21u2bHGCYAt4nig1WXpNv59VGVjCgUp2NngdUVK8pmkrLz56Wyo5VZa+f0Br8bqmUEotq2oupwJIm3OqAKDwnFMFlDOD7gAyRDAEAOkSEgEUj61bt8bLL7+ct2zbtm3x1ltv5ZZfeumlsX79+lizZk2ceOKJcffdd8f06dPjqaeeyt3m/vvvj5qamrjtttsiIuI73/lOzJs3L5YvXx5du3aN66+/PgYNGhTXXXdd7jZ33nlnPPHEE7FmzZro3r17jBs3Lrp27Rr3339/bpu77rorbrvttli+fHksX748brvttqirq4uHH364LZ8WgFYjpwKAdMmpAIqLrAqg7cipACB9siqgXBl0B5AywRAAAEDb6NWrV0ycODF69OgRtbW18cADD8Qdd9yRt82RRx6Zd6Xxbt26xeTJk6Nnz57xzjvvxPPPPx/Dhg2LBQsW5Lbp3bt3TJ06NQ499NBYv359zJs3L0477bRYs2ZNbpsf/vCH8fGPfzx++tOfxiGHHBLz58+P4cOHx9atW9v+gQMcAFkVAABA25BVAewbORUAAJC2dhGRpF1EVlRWVsbmzZuja9eusWXLlrTLAUqcYAgAssuVmYBSIOcofvqwZTxPlJq0XtOyKtpSu4Mq4uhzxsSqWRMj2dmQdjlwwLymKaRC5FS+U1OKvK6zR58UN/0HFJKcCgCyyzlVQCnYl5yjfYFqAqDRiuoq4RAAZJzPagAAyoWsCgCyzec0AADlQk4FANnnsxooNx3SLgCgHPiSCQDFZ0V1laszAQBQcuRUAFB85FQAAJQqWRUAFB9ZFVBODLoDaCNCIQAAAACyQE4FAAAAQFbIqgAAgGJh0B1AKxIKAUBpcWUmAACKlZwKAEqLnAoAgGImqwKA0iKrAsqFQXcArUAwBAClS0gEAECxkFHx/2fv76PkrOs88fuTEMIeIQ3ECGRFHlpwzjowJFCs4yw/QA/RqHvLzOjCop4Rbo96REdG5uxgWAe5z6zm1plFcGR+s+wgMgz+zo2zQxwWEw3IousKS/Gk4kRwmqCTiYEQpENckkD6/iNU0w/VVddVfV11Pb1e59SBrq6uurqrulL17s/7+wWg3uRUAABUiawKAOpNVgU0gdIdwIAEQwDQHEIiAADKTE4FAM0hpwIAoOxkVQDQHLIqoO6U7gBSEAoBAAAAUBayKgAAAADKQE4FAADU0cKiDwCgCsY2rBUOAUDDeS0AAEBZyKoAoNm8DgAAoCzkVACA1wJAndnpDmAOXgQCADONbVgbo6vXFH0YAAA0kKwKAJhKTgUAQFHkVADATLIqoK7sdAcwgxWYAIBevE4AAGCYZFUAwFy8RgAAYJjkVABAL14nAHVkpzuAl3ixBwAAAEBZ/ODvroyJF/cUfRgAAAAANJyZKgAAoKmU7oDGEwwBAGmNbVgbo6vXFH0YAADUzNiGtbHggMVFHwYAUCFyKgAA8mKmCgBIS1YF1I3SHdBIQiEAYL6ERAAAZEFOBQDMl5wKAICsyKoAgPmSVQF1srDoAwAYprENa4VDAEBmvK4AAGBQcioAIEteVwAAMB+yKgAgS15XAHVhpzugEbx4AwAAAKAM5FQAAAAAlIGcCgAAoDc73QG1ZhUmACBvXmsAAJCEnAoAyJvXGgAAJCGnAgCGwesNoA7sdAfUjhdpAMCwjW1YG6Or1xR9GAAAlIycCgAYNjkVAADdyKkAgCLIqoCqs9MdUBtWYQIAiuR1CAAAHXIqAKBIXocAANAhpwIAiua1CFBldroDKs0LMQAAAADKQlYFAAAAQBnIqQAAAObPTndAJVmFCQAoI69PAACaSVYFAJSN1yYAAM0kpwIAysjrE6Cq7HQHVIoXXQBA2Y1tWBujq9cUfRgAAORMTgUAlJ2cCgCgGeRUAEAVyKqAKlK6A0pPMAQAVI2QCACgvmRVAECVyKkAAOpLTgUAVI2sCqgapTugtARDAAAAAJSBnAoAAACAspBVAQAADMfCog8AYKaxDWuFQwBA5Xk9AwBQfXIqAKAOvJ4BAKgHWRUAUAdezwBVYqc7oBS8gAIA6mhsw9oYXb2m6MMAACAFORUAUEdyKgCAapJVAQB1JKsCqsJOd0ChrMAEANSd1zoAANUgpwIA6s5rHQCA6pBVAQB157UOUAV2ugOGzoskAAAAAMpCVgUANIlVxAEAyktOBQAAUC52ugOGxgpMAEBTeQ0EAFA+sioAoKm8BgIAKBc5FQDQVF4DAWVnpzsgd14QAQBYRRwAoAzkVAAA+8mqAACKJacCANhPTgWUmdIdkAvBEADAbEIiAIBiyKoAAGaTVQEADJ+cCgBgNjkVUFZKd0CmBEMAAAAAlIGcCgAAAICykFUBAABUz8KiDwCoh7ENa4VDAAAJeM0EAJAvORUAQHJeNwEA5EtWBQCQjNdMQBnZ6Q4YmBc3AACDGduwNkZXryn6MAAAakNOBQAwuB/83ZVFHwIAQK3IqgAABmOmCigbpTsgFaEQAEA2hEQAAPMjpwIAAACgLGRVAADZMFMFlInSHdCXUAgAAACAMpBTAQAAAFAWsioAAIB6U7oD5iQYAgDIl5WZAAD6k1EBAAzHD/7uyjh+1R8WfRgAAKUmqwIAyJ+ZKqAslO6AaQRDAADDJSQCAOhOTgUAMHyyKgCA7mRVAADDJacCykDpDhAKAQAUTEgEAPAyWRUAQLFkVQAA+8mpAACKJacCiqZ0Bw0mGAIAAACgLGRVAAAAAJSBnAoAAIAIpTtoHKEQAEA5WZkJAGgiWRUAQDnJqgCAppFTAQCUk5wKKNLCog8AGI6xDWuFQwAAJef1GgDQFLIqAIDy83oNAGgCORUAQPl5vQYUxU53UGNeYAAAVI/VmQCAupJVAQBUj6wKAKgrWRUAQLXIqYAiKN1BDQmFAAAAACgLWRUAAAAAZSGrAgAAICmlO6gRoRAAQD1YmQkAqDo5FQBAfciqAICqk1UBANSDnAoYNqU7qDihEABAPQmJAIAqklUBANSTrAoAqCJZFQBA/cipgGFSuoOKEgoBANSfkAgAqApZFQBA/cmqAIAqkFMBANSfnAoYFqU7qBjBEAAAAABlIasCAAAAoAzkVAAAAGRN6Q4qoN1uv/zB9o3FHQgAAENnZSYAoGwMMAEANJesCgAoEzkVAEBzyamAYVhY9AEAc2u329MLdwAANJI/GAIAZTC2Ya3XJQAAeE0IABROTgUAQIScCsif0h2UUK+y3Y5lq4Z8NAAAlIGQCAAoiiEmAABm8voQACiCnAoAgJm8PgTytKjoAwBelnRXux3LVsXS7RtzPhoAAAAAmswfqAAAAAAoAzkVAAAARVC6g4IlLdrNpHgHANA8YxvWxujqNUUfBgBQYwaYAABISlYFAORJTgUAQFJyKiAvC4s+AGiqdrs9cOGuY8eyVRkdDQAAVeEPjABAHsY2rPU6AwCA1LyGBACyJqcCAGAQXkMCebDTHQzZfIt2AABgdSYAIAv+8AQAQBZkVQBAFmRVAADMl5wKyJrSHQxJXmW7HctWxdLtG3O5bgAAAADqxwATAAAAAGUhqwIAAKCsFhZ9AFBn7XZ78pSnHctW5Xr9AACUjz9AAgBpDCunAgCgmWRVAEAasioAAPIipwKypHQHGSsqFFK8AwBoHiERANCP4SUAAIZFVgUA9COrAgBgGORUQFaU7iADZVl9SfEOAKB5hEQAQDe9sioZEgAAeZFVAQAz9ZurklUBAJAHORWQhUVFHwBUWdElOwAAAACYKmletWPZqli6fWPORwMAAABAU6WZq5JVAQAAUEZKd5BS2Yt2QigAgOYZ27A2RlevKfowAIACzCerkiMBAJAHWRUANJesCgCAMpFTAfOldAcJlL1oN5MQCgCgeYREANAcRWVVo8+cFBERY4f/qJDbBwCgOmRVANAcRWRVcioAAJKSUwHzsbDoA4Aya7fblSvcdexYtqroQwAAYMjGNqwt+hAAgJx0cqqss6p+GdLoMydNnqaeBwAA/ciqAKC+is6qpn4MAAD9yKmAQdnpDmaoasmuGzveAQAAAFTXsHKqbhlSv4Gl0WdOspI4AAAAQIOUNauSUwEAAJAXO93BS6q8q10vdrwDAGgWKzMBQPUVkVPtWLaq6652vVhJHACAfmRVAFB9Vciq5FQAAPQjpwIGYac7Gq2OJTsAABjbsDZGV68p+jAAgJRkVQAA1JGsCgCqR04FAEAdyamAtOx0RyPVdVe7udjtDgCgeazOBADVUZasqn3i8tRfYxVxAACSkFUBQDWUJaeKSJ9VyakAAEhCTgWkYac7GqUsoVARdixbFUu3byz6MAAAAACI8uZU7ROXR+uxram+ZvSZk2Ls8B/ldEQAAAAA5KmsOVVE+qxKTgUAAECW7HRH7XVWYCpzQDQsdrwDAGgWKzMBQPlUIaey4x0AAHmQVQFAuVQhp4qw4x0AANmTUwFJKd1RW1UJhgAAIE9CIgAoh1pnVXs+v/8EAAB9yKoAoHhyKgAAkFMBySjdUTu1DoYyYLc7AIDmERIBQHGqmlX1XUG8M8A0ZYhpdNs3cj4qAADqQFYFAMWoak4VkSKreomcCgCAJORUQD+Lij4AyEJVA6Gi7Fi2KpZu31j0YQAAAADUUl2yqvaJy6P12NbpZ/ZZKXx02zdi7Mi353hUAAAAACRVl5wqIn1WJacCAABgvux0R6VVeQWmotnxDgCgWazMBAD5q2NW1T5xeddd7XqxkjgAAP3IqgAgX3XMqSLSZ1VyKgAA+pFTAb3Y6Y7KqWMgBAAAwzC2YW2Mrl5T9GEAQK3IqgAAYDCyKgDInqwKAADSk1MBc7HTHZVR1xWYimS3OwCA5rE6EwBko0lZVfvXv5D6a6wiDgBAErIqAMiGrGpucioAAJKQUwHdKN1Rek0KhYqgeAcA0DxCIgAYTCenamJWpXgHAAAAUC6yquTkVAAAAAxiXqW7T37ykzExMRFf+MLLb2KPOOKIuOGGG2LLli2xa9euWL9+fZxwwgk9r+f9739/TExMzDoddNBB027rf//v/x3j4+Oxbdu2uPXWW+N1r3vdtOu54YYbZl3H97///fl8ixSkyaFQERTvAAAAAOYmp9pP8Q4AgDxYIAoA0pFV7ad4BwBA1uRUwEwDl+5arVZ86EMfiocffnja+evWrYvR0dE499xzY+XKlfHEE0/EHXfcEa94xSt6Xt+zzz4bRx111LTT7t27Jz9/1llnxbXXXhu/+Zu/GatWrYpFixbFt771rVnXu379+mnX8fa3v33Qb5ECCIUAAGA4hEQA0J+sap7e/939JwAA6ENWBQC9WcB8nuRUAAAkJKcCphqodHfwwQfHzTffHB/84AfjmWeemTz/xBNPjDe+8Y3xkY98JNrtdjz66KNx8cUXxyGHHBIXXHBBz+ucmJiIbdu2TTtN9ba3vS1uvPHG+PGPfxw/+MEP4qKLLopjjz02TjvttGmX271797TrmHp8lJdQqHh2uwMAaB4hEQB0J6uaW98VxDsDTFOGmEZXr8n5qAAAqANZFQDMJqfqLXFW9RI5FQAAScipgI6BSnfXXntt3H777XHnnXdOO/+ggw6KiIjnn39+8rx9+/bFnj174owzzuh5nYccckhs3rw5fv7zn8dtt90WK1as6Hn5Qw89NCIiduzYMe38s88+O7Zt2xY/+clP4rrrrotXvepVc17H4sWLY8mSJdNODI8VmMpH8Q4AoHmERACwn6wqua7DTH1WCzfQBAAAAJCMnCqdtFmVnAoAAICkUpfuzj///Dj11FNjzZrZbz43bdoUmzdvjrVr18Zhhx0WBx54YFx22WWxfPnyWL58+ZzXuWnTprjwwgvjne98Z1xwwQXx/PPPx/e+97044YQT5vyaq666Kr773e/GI488Mnne+vXr473vfW+8+c1vjj/8wz+M008/Pb797W/H4sWLu17HmjVrYnx8fPK0ZcuWFD8JBiUUKjfFOwAAAKBJZFWDaf/6F7ruateLgSYAAPqxQBQATSanGlzarEpOBQBAP3IqICJiUZoLH3300XHNNdfEW97ylti9e/esz7/wwgvxrne9K66//vp45pln4oUXXog77rgjvvGNb/S83nvvvTfuvffeyY+/973vxQMPPBC///u/H5dccsmsy3/pS1+K3/iN35i1e94tt9wy+f+PPPJItNvteOKJJ+Id73hH3HrrrbOuZ+3atXHVVVdNfrxkyRLFuxwJhQAAoJzGNqz1x0UAGkVOBQAA5SWrAqBpZFUAAFBOciog1U53p512Whx55JFx//33x969e2Pv3r1x9tlnx8c//vHYu3dvLFy4MB544IFYuXJlHHroobF8+fJ429veFq985Svj8ccfT3w7ExMTcd9998WJJ54463Nf/OIX453vfGe86U1v6luQ+8UvfhFPPPFE1+uJiNizZ0/s3Llz2onsWYWpeux2BwDQPFZnAqAJ5FTZGuRn6Y9SAAAAAPvJqrKV9mcppwIAIAkzVdBsqUp3d955Z5x00kmxYsWKydN9990XN998c6xYsSL27ds3ednx8fHYvn17nHDCCdFqteLrX/96qgNbsWJFbN26ddp5f/7nfx6/+7u/G29+85tj8+bNfa9j6dKl8ZrXvGbW9ZC/TigkGKouxTsAgOYREgFQR3KqfCneAQCQBzkVAHUlq8qX4h0AAHmQVUFzpSrdPffcc/HII49MO+3atSuefvrpeOSRRyIi4t3vfnecddZZcfzxx8c73/nO2LhxY6xbty42btw4eT033nhjfPazn538+Iorroi3vOUtcfzxx8cpp5wS119/faxYsSL+8i//cvIy1157bbzvfe+L97znPbFz58448sgj48gjj4x/8S/+RUREHHzwwfGnf/qn8Zu/+Ztx7LHHxllnnRW33XZbbN++PW699dZ5/ZBITihUL4p3AAAAQFXJqYZH8Q4AgDwYZgKgTmRVw6N4BwAAQFYWZX2Fy5cvj6uuuiqOPPLI2Lp1a/z1X/91/Mmf/Mm0yxxzzDHTdsU77LDD4rrrroujjjoqnn322XjwwQfjzDPPjPvuu2/yMhdffHFERNx9993TruvCCy+MG2+8MV588cU4+eST4/d+7/fisMMOi61bt8Zdd90V559/fjz33HNZf5vMIBQCAIB6GNuw1h8XAag0OVUVfPOl/z5Q6FEAAAAA5E1WVXZyKgAAkjFTBc20ICImij6IsliyZEmMj4/HyMhI7Ny5s+jDqQTBUDMs3b6x/4UAAKgVIRFUn5yj+tyHyXR+Tg8++OC0hb4Yvlar1eOz3+x67tgGA00zLThgcRx3zqWx+Y6rYuLFPUUfDmTC45q68Zimbsr+mJZTMQjvqcvHfVJt7r/0zFQVL21WJacCACAJWRVUX5qcY+GQjokaabfbkyeaYceyVUUfAgAAQza2YW3RhwAAfbXb7bj77ruLPgxe0j0v/GbMVbiLiBhdfWpuxwMAQD3IqQCogqnzVGaqyiFtViWnAgAgCVkVNMuiog+AahAGsWPZKjveAQAAAIWTU5Vbu92OVuvpVF8zuvpUK4kDAAAAlSOnKr+0WZWcCgAAgKmU7piTYIhhGnnD/q12x+/V/gcAKIuxDWtjdPWaog8DAORUAADQcHIqAMpCTgUAAMiqoDkWFn0AlE+73RYQ0dWOZasyv86RN6yZLNx1PgYAoDzGNlgUAYBidDIqOVX1tNuvTP01o6tPzeFIAACoEzkVAEWRU1Vb2qxKTgUAQBKyKmgGpTsiQjhEclkU7zpFu7kKdop3AADlIiQCYJhkVPWgeAcAQB7kVAAMk5yqPhTvAADIg6wK6m9R0QdAcYRCDGrHslWxdPvG1F+nTAcAAAB0I6eqp3b7ldFqPZ3qa0ZXnxpjGx7I6YgAAAAA+pNV1VParEpOBQAAgJ3uGsgqTAxbr13ten0NAADlYWUmoOw++clPxsTERHzhC1+YPO+II46IG264IbZs2RK7du2K9evXxwknnNDzet7//vfHxMTErNNBBx007bb+9//+3zE+Ph7btm2LW2+9NV73utdNu54bbrhh1nV8//vfz/abrgE5FVONbXjAIBMAAH3JqYAqkFVVk6yKDjkVAABJyaqg3ux01xACIbLWb7e7LEpzI29YE+P3eiECAFAWYxvWxuhqiyMA5dNqteJDH/pQPPzww9POX7duXezduzfOPffcGB8fj0svvTTuuOOOeP3rXx+/+tWv5ry+Z599Nn7t135t2nm7d++e/P+zzjorrr322rjvvvti0aJF8ZnPfCa+9a1vzbre9evXx0UXXTT58Z49e+b7rdaCnKpZ+q0gbngJAIBByKmAMpNVVYusqllkVQAA5EFWBfWldFdzgiHy1K14Z4c6AIB6ExIBZXPwwQfHzTffHB/84AfjU5/61OT5J554YrzxjW+MX//1X48f//jHERFx8cUXx5NPPhkXXHBBXH/99XNe58TERGzbtm3Oz7/tbW+b9vFFF10UTz31VJx22mnx3e9+d/L83bt397yeppFTNVe3YSYDTAAAzJecCigjWVV1yKqaS1YFAEAeZFVQTwuLPgCy1263J0+Qtx3LVsXIG9ZMnrKmxAcAAEAv1157bdx+++1x5513Tjv/oIMOioiI559/fvK8ffv2xZ49e+KMM87oeZ2HHHJIbN68OX7+85/HbbfdFitWrOh5+UMPPTQiInbs2DHt/LPPPju2bdsWP/nJT+K6666LV73qVUm/rVqRUxGxf5hpbMMDkycAAACoI1lVuZmpokNWBQAAQBJ2uqsRgRB1NfKGNTF+79qiDwMAgJdYmQkoi/PPPz9OPfXUOP3002d9btOmTbF58+ZYu3ZtfPjDH45du3bFpZdeGsuXL4/ly5fPeZ2bNm2KCy+8MH74wx/GyMhIXHLJJfG9730vTjnllPjpT3/a9Wuuuuqq+O53vxuPPPLI5Hnr16+Pr33ta/HEE0/E8ccfH3/yJ38S3/72t+O0006LPXv2dL2exYsXTw5gRUQsWbJk2n+r5u677x7K7SxcuHDafymvBQcsLvoQKqHzc/Lzok48rqkbj2nqpsqP6cc3/uf4jd+9sujDoISq/p66jppwX9Qpq5orp6oqM1UAAMAwmKmC+lkQERNFH0RZLFmyJMbHx2NkZCR27txZ9OEkJhiiDI57bSv321C8AwAoFyERlFtVc46kjj766Gi32/GWt7wlfvCDH0RExF133RUPPfRQfOITn4iIiFNPPTWuv/76WLFiRbzwwgtxxx13xL59+yIi4h3veEei21mwYEE88MAD8Z3vfCcuueSSWZ//0pe+FO94xzvijDPOiC1btsx5PUcddVQ88cQT8e///b+PW2+9tetlPv3pT8eVV16Z6LgAAAAAqkhWVY2saq6cqkr3n3kqkli6fWPRhwAAQA2ZqYJySzNTpXQ3RZWG0QRDlFHexTulOwCA8hESQXlVKecYxLnnnhvr1q2LF154YfK8RYsWxb59+2Lfvn1x0EEHTQ4tjYyMxOLFi2P79u1xzz33RLvdjo997GOJb+u6666Lo48+Ot7+9rdPO/+LX/xi/PZv/3aceeaZsXnz5r7X8+ijj8Zf/dVfxec///mun++2gviWLVvi1a9+denvw2HtatfNwoUL45RTTomHH3548j6n3A5/+q6iD6HUFhywOI5908fiibu+FBMvdt8ZE6rG45q68ZimburymLbjHVNV6T11U3TuE1lVNbKquXKqKtx/ZqpIS/EOAIA8mKmC8kozU7VoSMdERgRDlNnmf2znWrwbecMaxTsAAAAiIuLOO++Mk046adp5N9xwQ2zatCk+97nPTStfjY+PR0TECSecEK1WK/74j/841W2tWLEifvjDH04778///M/jd37nd+Lss89ONMS0dOnSeM1rXhNbt26d8zJ79uyJPXtmD7ju3LmzlMNMU3OqMpTdOkNslN/Th59lmCmBiRf3VHroHbrxuKZuPKapm6o/psv4vonilfU9NfVTt6xqrpyqzMxUMagdy1bJqgAAAOhK6a4iBEOwn+IdAEC5jG1Ya2UmoBDPPfdcPPLII9PO27VrVzz99NOT57/73e+Op556Kn72s5/FySefHNdcc02sW7cuNm58eYDixhtvjC1btsTll18eERFXXHFF3HPPPfHYY4/FyMhIfPzjH48VK1bERz/60cmvufbaa+M973lPnHvuubFz58448sgjIyLi2Wefjeeffz4OPvjguPLKK+O//bf/Flu3bo3jjjsuPvvZz8b27dvj1ltvzftHkzs5FVlIM8x08+pXRkTEezc8nechAQBQcXIqoEiyquLIqhgmORUAAEnJqqAelO5KTChEFeW92x0AAOUjJALKavny5XHVVVfFkUceGVu3bo2//uu/jj/5kz+Zdpljjjlm2krjhx12WFx33XVx1FFHxbPPPhsPPvhgnHnmmXHfffdNXubiiy+OiIi777572nVdeOGFceONN8aLL74YJ598cvze7/1eHHbYYbF169a466674vzzz4/nnnsux+84P3Iq8tCveNcZYpr6sYEmAAB6kVMBZSaryo6siqzJqQAAyIOsCqpvQURMFH0QZbFkyZIYHx+PkZGR2LlzZ2HHIRiiDvIu3tntDgCgfIREUC5lyTkYXBnuwyrkVAsXLoyVK1fGgw8+OG0ojeqYOdA0c4hpproPNC04YHEcd86lsfmOq2LixT1FHw5kwuOauvGYpm7q+JiWU1GG99RM5z6ptrLcf1XIqqg2ORUAAHmQVUG5pMk57HRXEkIh6ibvHe9G3rBG8Q4AAAByIqtimHYsWxXrWw8kvryVxAEAAKBZZFUMi5wKAACAqRYWfQBN1263BUMwoJE3aP0DAJTJ2AaLIgBUnawKAACoAzkVQD3IqgAAgDqQVUF1Kd0VRChEE2z+x/we4+P3rrXTHQBACQmJAKqnk1PJqijS29qnprr8zatfmdORAABQF3IqgGqSVVE0ORUAAHmQVUE1Kd0NkVCIJsqyeNcp2inbAQCUm5AIoBrkVJSNgSYAALImpwKoDlkVZSKnAgAgD7IqqJ5FRR9AEwiEaLrN/9iO417bGuhrFewAAAAgW7Iqyuxt7VNjfeuBxJe/efUr470bns7xiAAAAIC8yKkoMzkVAAAASnc5EgzB4JTtAACqbWzD2hhdvabowwBgClkVdfPHcUpERLw3vl3wkQAAUGZyKoDykVNRN3IqAACSklVBtSjdZUwoBN0l2e1O0Q4AoF6ERADFk1VRRf1WEe8MMXWMrn5zjG0w0AQAwNzkVADFk1NRRXIqAADyIKuC6lhY9AHUQbvdnjwBc9v8j7N/R8bvXTt5AgCgfsY2eJ0HUARZFVX3tvaps8774zhl1iBTx+jqN+d9SAAAVJycCqAYciqqTk4FAEAeZFVQDXa6G5AwCAaz+R/bsXT7xqIPAwAAAGpHXkXdvK19arRaLya+vJXEAQAAoDxkVdSJnAoAAKCZ7HSXktWXAAAA0rEyE0C+5FWQ3o5lq2LHslVFHwYAAEMmpwLIn6wK9kuz452sCgCgmWRVUH5Kdwl0wiCBEGRDSAQA0DxCIoBsyatoinb7gFSX7zfMNHOASU4FANA8ciqAbE3NqWRV1FnanCpCVgUAQH+yKig3pbs5CIMgX0IiAIDmERIBzI+8iqbKonjXa7VwORUAQPPIqQDmR05FU2VVvJNVAQAwlawKymtR0QdQRnfffXfs27ev6MOA2tuxbFUs3b6x6MMAAACAUpNVwf6BplbrxcSXH1395lRDUHIqAAAA6E9OBelzqghZFQAAQFXZ6Q4AAIChsTITAJC3dvuAgVYdBwCgWeRUAMAwyKoAAEhCVgXlpHQHFGrHslVFHwIAAEMmJAIABtFvOGm+A0xyKgCA5pFTAQCDSJpTyaoAAEhDVgXlo3QHFE5IBADQPEIiAGAQ3QaVslwtXE4FANA8cioAYBB551QRsioAgCaSVUG5KN11cdZZZxV9CNA4QiIAAADoTlYF001dKTzLIaYOORUAAAB0J6eC6fLOqSJkVQAAAEVSuptDq9Uq+hAAAABqzcpMAEDZLN2+MZZu31j0YQAAMGRyKgCgjGRVAADNJKuC8lC6A0rDykwAAM0jJAJIxgJRkC8DTAAAyKkAkpFTQf5kVQAAyKqgHJTuehASwfAp3gEANI+QCCAZWRVkzwATAABTyakAkpFTQT5kVQAATCWrguItKvoAyq7VakW73S76MKBRdixbJUACAAAAIBdyJwAAAADKQlYFAABQXna6S8DqTAAAAPmyMhNAMnIqGNxIqxUjfocAAOhDTgWQjJwK5kdWBQBAErIqKJbSHVBKO5atKvoQAAAYMiERQDIGmiCdmQNML6xeU+DRAABQBXIqgGTkVJBOJ6eSVQEAkIasCoqjdJeQkAiGT/EOAKB5hEQAQFZ6rRZumAkAgH7kVABAVvrtaierAgCgH1kVFEPpLgXFOxg+xTsAAACYTU4F3XVbLXwuhpkAAABg/uRU0F2anCpCVgUAAFBGSncpCYpgeJZu3xhLt28s+jAAABgyKzMBJCOnAgAAyJecCiAZORUAAED+ZFUwfEp3QOko2wEAICQCSMZAE0w33m6nurwVxAEA6EdOBZCMnAqmS5tTRciqAADoT1YFw6V0NwAhEWSvU7RTtgMAoENIBAAMQvEOAICsyakAkjFTBdMp3gEAkAdZFQyP0t2AhESQDUU7AAAAmB85FcymeAcAAADFkFXBdIp3AAAA1aV0Nw9CIhicsh0AAElYmQkgGTkVAABAvuRUAMnJqgAAAPIlq4LhULqbJyERJNcp2inbAQCQhpAIIBk5FUxntzsAALImpwJITlYFL7PbHQAAeZBVQf6U7oDcKdoBADBfQiIAYBCKdwAAZE1OBQAMQvEOAIA8yKogX0p3GbAyE8xmVzsAAAAYPjkVzKZ4BwAAAMWQVcF0incAAADVonSXESER7KdoBwBAXqzMBJCMnApeJqsCACAPciqA5GRVsJ+cCgCAvMiqID9KdxkSEtFkgiEAAIZBSASQjJyKJuvkVFOzqkUpX0NYQRwAgH7kVADJyaposvnmVBGyKgAA+pNVQT6U7oB5UbYDAGDYhEQAQDf9cirFOwAAsianAgDm0iurUrwDACAPsirIntJdxqzMRBN0Wy0cAAAAKBc5FU2QNqdSvAMAIGuGmQCSkVXRBGmyKsU7AACA8lO6y4GQiLpStAMAoCwMMwEkI6eirlqtA6PVOjDX21i0Ye1Aw08AADSPrAogGVkVdSWrAgCgLORUkC2lu5wIiagTZTsAAMpISASQjJyKOpk5wDS6+u2pr6PfcJIBJgAABiGrAkhGVkVddHKq+WRVSXMqWRUAAGnIqSA7SncVdNq2Vpy2TQBF/pTtAAAoOyERADRDr9XCsyreGWACAGC+ZFUAUH/9drXLongnpwIAYL7kVJCNRUUfQJ21Wq1ot9uZXd/Mot1p21px/5HZXT9EhJIdAAAA1FDWORUMQ6/hpZlGV789xjZ8I9X1G1wCAACAYsiqqJo0OVVE+qxKTgUAAFBOdrrLWas1/x3peu1sZ8c7AACg6azMBJBMFjkVDMUf/MH+U45G/2lNjP7TmlxvAwCAZpJVASQjq6IS5FQAAFSYnArmT+luCAYJiTpFuySlOsU7srRj2aqiDwEAAFITEgEkY5iJUpsxxNQ+46Opvnx09dt7f/6lAaapQ0wGmgAAyIOsCiAZWRWlNc+cKiJ5VjX1YwAAyJqcCuZH6a5kkhbtun0dZEXxjizsWLbKYwkAGCohEUD2Dm214lDDT+Stx4rhWRTv+q0WbqAJAIA8yKoAsiWnYigyzKki0mdVcioAAPIgp4LBLSr6AJqi1WpFu92e8/NKc5TNjmWrYun2jUUfBhXTrWTnsQQAAFAu/XKqbsNLh7Za8WyPr4HU5hhe6qZ9xkej9T+vTXz50dVvj/irU1Idzug/rYmxo/2xCQAAAIYtbVYlpyJzOeZUEemzKjkVAABAedjpbohaXQaWBt3ZrhvFPaAInR3teu1qZ8c7AGBYrMwEkEy3nKrfauFWEqcSbnlw/wkAAEpAVgWQTNqsSk5FkVLteCerAgCgJORUMBiluyFrtVqTRbs8SnKKd2RJUYpe+hXtul0eAGAYhEQAybReGlzqV7abykATmbn66lQX7zvMNHOAaeQrqQ9p9J/WpP4aAADoR1YFkEzarEpORWZS5lQR+WdVcioAAPIgp4L0lO5qSPGOLClKMVWSXe0AAMpASAQAFZBF8a7XauGKdwAAlISsCgBKLqviXYZZlZwKAIA8yKkgHaW7Aix4R/63oXhHlhSsmi3Lop3HEgAAQLmcOMDXWEWcTA1SvOsML801wDSV4h0AAABURtqsSk5FpgYt3uWYVcmpAAAAiqV0V5BhFO+gCuyaVk557mjn/gYAhsXKTADJKN5RFa0Db4zWgTfmehtjR6+NsaO9hgAAIHuyKoBkFO+oiryzKjkVAAB5kVNBckp3Bcq7eGe3O7KUdVFqZqFLEatZ3N8AwLAIiQCSUbyjUH1WEZ81wPR//1/prr/PCuKdASZDTAAA5E1WBZCM4h2FSZhTDSOrAgCAPMmpIBmlu5pTvCNLWRSleu2epohVHku3byz6EAZm90QAYCYhEUD2Trh3/wky02Wgqedq4RkMMxlgAgCgCLIqgGzJqchc2pwqQlYFAEAlyamgv0VFH0DTLXhHxMTt+d7Gadtacf+R7XxvhMbYsWxV6kJWmgLUINdPPpZu35hreS3r+3rmsXosAQAApHNiRDzW4/PdhpdOe7EV9x8gdyIjV18drf9wePLL/9//V8RHvpv88iNfibGRremPCwAAABi6tFmVnIpMpc2pImRVAAAANWSnuxJY8I78b8OOdxRh0B3H7FLWHHZPBACGxcpMAMmc2OW8fquFn/ai3In5a439KFpjP8rt+sdGthpiAgCgNGRVAMmkzarkVGQh75wqQlYFAEB5yKmgN6W7klC8o0r6FZkGLdtRPsPYKW7QYmbSx5nHIgDQISQCSObEeHl4qVfZbioDTQyiM8A0bYgpzWrgEftXEO/BABMAAGUlqwJIJm1WJadiUPPOqSJkVQAAVJKcCuamdNcQC576fix46vtFHwY10q3IlGXZTlGqPIZRvEvK7okAwHwJiQCgeH1XC8+geGeACQCAKpBVAUDxemZVGRXvZFUAAJSdnAq6U7orkTx2u5tZtmv9aG/2N0JjTd1tLI9Sk6JUc9g9EQAAoFwWvCH911hFnF667mrXywDFu87wkgEmAAAAqJe0WZWcin5SZVUDFu9kVQAAANWndFcyWRTvOkW7uXa2U7yjShStymEYu93ZPREAGBYrMwEko3hHVYxddkuMXXZL0YcBAAADkVUBJKN4R1XIqgAAqCo5FcymdFdCgxbvehXtZlK8o0ryKkvVZfe0YX0fwyre2T0RABgGIRFAMop3ZKU9elL6L+qzirgBJgAA6kJWBZCM4h1ZSZ1VJcypZFUAAFSdnAqmU7qrgTRlO2i6boWuqhaxivg+hlG8y1ueP6e6FDkBoCmERADZW/DEV2LBE18p+jAoqayKdwaYAACoI1kVQLbkVPSTRfFOTgUAQB3JqeBli4o+ALpb8I6Iidt7fD6Dkl3rR3ujfdKB874eGIYdy1bNq/DVrwg13+sflrp8H0XL+uc0835xPwAAAHWy4A0RE/f2+HyX4aXW2I8GK1hRe+3Rk6I19qN0X/SR78bYyNZ8DggAAAColLRZlZyKXlJnVXIqAACARrHTXYkteEeX8zLe1a71o72ZXRfkLe0OYt12tcvy+oepTN+HMtnLet0vZX48AQAvszITQDIL3tDlvD6rhacuVkFBvvrWNfHVt64p+jAAAEBWBZBQ2qxKTgUAAJCOnAr2U7oruQXveLlol2XZbirFO6okSZEpTUGt7Mr6vdSheDfozzVtmRMAKD8hEUAyC97w8vBSr7LdVAaa6GaQ1eVHx5dnegydot3Usp3iHQAAZSCrAkgmbVYlp2IuabOqrHMqAAAoKzkVKN0xBEu3b6xFQYfy6FZ2yqoIVYYiVRbfSxm+jypI83Ma5D5xPwBAdQiJAGC4iire9dvVTvGu/ka3/m2Mbv3bfG9j9ZoYXZ3fY+n/WX1o/D+rD83t+gGA4smqAGC4FO8oQh1yqghZFQDUnZyKplO6q4IL35j7TeSx293Msp3iHVmaWkzLuthUVFEq6+8l7++jLr/T/X5OCpAAAABTnHdh6i+xijhzGVbxrtuudv0uT710BpimDjFlPdDUGWCaOsSU9UDTzAEmw0wAAEDjpcyq5FT0onjHsOSdU0XMLtvlUbyTVQEA0ARKd1VRkeJdp2g3VxmnLiUd6m9YRam8ioNTrz9Pdfmd7rV7IgDQHFZmAkhI8Y6KGMYKy8NYKZrB9VstPIuBpn6PgSweH70ey4aZAKC+ZFUACSneARXRK6vKqnjXK6vKKseUVQFA88ipaDKluyopcfGuV9Gu22Wh6epU6KrL73Qdd08EANITEgEkpHhHRvLY7W7m0MeCBX+R+jb67XY3jJWiGUy3Xe36XT71bXTZ1a7f5dPqPI6TDCoZZgKA+pJVASSkeEdG7HZH1tJkVYMW79JkVYPmmLIqAEBORVMp3TEvacp2UDV5FKWKKNvleXt1Kg/mzc8JAKpDSASQg/PeuP+Uo2OPPyuOe20r19sgH1kV73oNfWRVvBvGStGkNzo+MnnK0zCysEF3TzTMBAD1JasCyNgQcqrjXtuSU1WY4h3zJasCAOpKTkUTLYiIiaIPoiyWLFkS4+PjMTIyEjt37iz6cOb2le/nfhPtkw6c83NZlewUUKiK+T7my/JY97tbDorKAFAN/nhEHVQm52BOlbgPb/nK3J+bY3ip3c7ueznuta1YEEti6WHjseOXIzER+6978z+2M7sNhmeQVeY/c96vUl1+YuLi1LfxqQXpLj/fPzYtOGBxHHfOpbH5jqti4sU987quOus5tLTry6mvb2z5u+f8XLc8rNVKPzzZ67HR7fXnZyJ9WfSCDc+m/pph8LimbjymqRuP6fKTVaVXiffUDeM+qbbK3H8ps6osc6qI6Fq0k1NVV9qsamxka05HQhVkmVWlzaki0mdVaXOqiPRZVVlzKgBgfuRU1EGanMNOd1V0Yb6rLUVEtH60d9Z5We9qp3hCVQxaMivbLnDzOZbO91Km7wcAIE9WZgJI6LwLu5zXe7XwVmvJvG+232rhVhJvgF1/vv+Uo/d8c22855teE5RJ4lXCD/5/p7/urX8767xeeVi7nX5ostsfIXutFv4fI31J1I53AFBPsiqAhFJmVVnkVBG9syo5VQMMIaeifKbmVFlnVWlzqoj0WVXanCoifVYlpwKAepJT0TR2upuiMqsydQxhx7uxo/5H7rehxEMVpCmJlvkxnbbsWubvpcqUjgGgOqzORJVVLudglmrdhz9J/RVpVxKfa0Cp2053HVYSr56eK4jPMbz0mYs+kOo2eu12N1fJLu1rgvn8salqO810fjZ5/oFtx5v230br69em+8IBdrxrn/xfUl1+kB3v0qrDjndVe1xDPx7T1I3HdHXIqpKr1nvqZnCfVFv17r90WdUgO96lLdPJqaopbVbVa4cyhiPvrGrgnCoidVaVNqeKKGdWVbacCgDIhpyKKrPTHfM2dtT/GErhDqqiX/msKjvBJTm+qnwvVeZnCwDVYXUmgOK1Wq2hDApQDu3Rk2af2We18P94w/WpbmPBgtlDIf12tUv7mqAJf2SaufJ1Ht/zjjetmRxkiohon/vRzG9j8rpP/i8DDTKluo12e6Ad8tK4YMOzBpkAoMZkVQDFk1U1S9qsqtsOZeSvk1PlmVXJqdKTUwFAvcmpaAo73U1RvVWZIvPd7ooq2imgUBUzdyir6mO3Lt9HldntDgCqowlD89RTJXMOpqnefZjtbnfdhpe2PzP7cr12uoto1irih770M3s252GJYWj98MOpvybtjneDDHwMY8e7su800+9nkMUf2KYOMHWTaiXxHiuIZzW81GvYcq7hpbQDmr1WEK/C8FLZH9eQlsc0deMxXS2yqmSq9566/twn1VbN+y+73e7meg/XLavqRU5VXWmzKjveDUeS10XzzaoyzakiSplVDVIkrnpWBQBkQ05FVaXJOZTupqhmQBTzLt6VZUc7pR+gaRTvAKA6hERUUWVzDiZV8z6cf/Gu3x/4Zw4z9SvdRdR7oOnQOX5eVR9oyrN099b2v46Iwd6XJ31N0BleGeQ2yjj0PoyyYb8BppnmU7zLY6Xwmc9dSVYKn2/xrkoDTGV8XMN8eExTNx7T1SOr6q+a76nrzX1SbdW9/+ZXvEvyvk3xbrpuWVXVc6qIfEt3nZk5MyTJDPI6KG1WlWtOFVHKrCqL4l2VsioAIDtyKqpI6W5A1Q2IYqDiXVnKdlMp3gFNIzQFgOoQElE1lc45iIgq34fpi3cRv5bq0lOHmZKU7iLqN9A0V9luqqoPNGVdvOuU7abKunjXbXgl7W0kHXr/6lv3H8d7vjn/neXmMnr0S9/rSem+Ls0g02QmfHK6wZ60w0zt0TekuvywpB1oymInwSIoc1A3HtPUjcd0Ncmqeqvue+r6cp9UW7Xvv7RZVbqcKkLxLqJ/VlX1nCoi2+LdXDNyVZ0hKXNOFZE8Txk0p4qoR1Y1SPGuqlkVAJAtORVVkybnWDifG/rkJz8ZExMT8YUvfGHyvCOOOCJuuOGG2LJlS+zatSvWr18fJ5xwQs/ref/73x8TExOzTgcddNC0y33kIx+JsbGx+D//5/9Eu92OM844Y9Z1ffrTn44tW7bEr371q7jrrrvi9a9//Xy+xVoaO+p/lLJwB9BEysYAUB3+aASQvbENfxdjG/4u19tYdvj+Ux0c2mpNnpJevsoGWeH5P95w/azz3tr+110LdxGDvS/v9pqg3W7PuVp01u/9v/rWNZODTJ2PszR69JrJ06QfpbyOPn9Y27Fs1eRp0g/TDd+1z/1o/8uMvmHyVHk/e+kEAPASWRVAtuRU6aXJqqqeU0Wkz6pGt/7trPNm5SFdPl8leedUETHvnCoieVY1KWVOFSGrAgCaTU5FnQ1cumu1WvGhD30oHn744Wnnr1u3LkZHR+Pcc8+NlStXxhNPPBF33HFHvOIVr+h5fc8++2wcddRR0067d++e/Px5550XV199dXzmM5+JlStXxne/+91Yv359vOY1r5m8zB/90R/FpZdeGh/72Mfi9NNPj1/84hexcePGOOSQQwb9Nqvjwjf2/HSnaFf2sl1VV+sBGMTS7Rs97wEAADXUezXwzgDT1CGmtCF8v+GkzgDT1MsNskovxRu0eNcp2s1Vtptq0OJdp2g3V9luvrcx08whppmfm69ZA0wzZVC86zdYlkXxrmrDS30fPzMGmEZfb6VQAACAdJJlVS9/nH5YNGlW1SGnqq5BinddFx/qoQrFu7xzqog+WVVGxbue90tGxbsqZVWJcypZFQAADbIgIibSftHBBx8cDzzwQFx88cXxqU99Kh566KH4xCc+ESeeeGI8+uij8eu//uvx4x//OCIiFi5cGE8++WRcdtllcf31s1cZjti/093VV18dhx8+dwJxzz33TN5mx49//ONYt25dXH755RER8c///M9x9dVXx+c///mIiFi8eHFs27YtLrvssrjuuuv6fl9ptggsra98f9qHZS/ZzaUK4QHAIJTsAKD6+q2GCWVRi5yj4ap/H/5k2kdJVgpP+xy7/ZmIBbEklh42Hjt+ORKvPLz/zylJQarMBlkV/NmKf8+tH3448WUHKelFpHu/Pmh2mfQ2FhywOI4759LYfMdVcfM5f5jqNt7zzXSDgT1LdnM5Kd3FB/qdOznl43yAIaiymTVw2Wel8LEfV2vF0KmP64kX9xR9ODBvHtPUjcd0tcmquqv+e+r6cZ9UWz3uv3RZ1SDPr9ufmf5xvzJe1XOqiPRZVdVzqojkWdWgOVVE8hypk1MNYxYlbZkubU4VMUBWlTKnihjg9y5tThVR+awqbU4VUb2sCgDIh5yKqkiTcwy00921114bt99+e9x5553Tzj/ooIMiIuL555+fPG/fvn2xZ8+eOOOMM3pe5yGHHBKbN2+On//853HbbbfFihUrJj934IEHxmmnnRbf+ta3pn3Nt771rfit3/qtiIg4/vjjY/ny5dMus2fPnrj77rsnLzPT4sWLY8mSJdNOlXfhGyuzq10vSilA3djVDgDqY5BVbgGa6de67mrXyyA73h13zP7/7/y3n6qvJD7IYNIgRb0y6Teg1D75v0yeBtWvSJd2RfJBbqPjN46/ctp/8zC6Z02M7sn3j15JdwGclx+2Kz/E1NFut7uuFj4Xq4gDAB2yKoCk0mVVg+54N/XUT9Vzqoj0WVXVc6qI5FnVfCTNqpJeflCjo2smT3mSVZVL2pwqQlYFAOwnp6KOUpfuzj///Dj11FNjzZrZL5I3bdoUmzdvjrVr18Zhhx0WBx54YFx22WWxfPnyWL58+ZzXuWnTprjwwgvjne98Z1xwwQXx/PPPx/e+97044YQTIiJi2bJlsWjRoti2bdu0r9u2bVscddRRERGT/+11mZnWrFkT4+Pjk6ctW7Yk/0EAQB+dop2yHQDUj5AIoHhjG9Y29vlY8e7l8+Y7wDRVt+Gk+RbtktxGxNwDTJ96LN3191txfNYA01i664+IiB/1/nQmA0z9hpNqMsA0TFk/lgGAcmnqeyOAMpFVJVf1nCqinFlVVu/7h51TzSurSphTzSurSppTyaoSk1MBQL019X0R9bUozYWPPvrouOaaa+Itb3lL7N69e9bnX3jhhXjXu94V119/fTzzzDPxwgsvxB133BHf+MY3el7vvffeG/fee+/kx9/73vfigQceiN///d+PSy65ZPL8iYmJaV+3YMGCWecluUzH2rVr46qrrpr8eMmSJbUo3o2uXlOLJ6ul2zdW9s1Vp2BT1eMH5kfJDgAAYL9BcqqxDWtjdPXcAxkzr+8Hf3dl6uNqtVr5r2pcIgfUICuM6L+KeBaGkeftWLYqWiPJh8s+9VjEfzox+fV/9a1r4j3fnH6f91wpfCwiRpNff0TsH2g6afpZmf9O/bAdcXJr9nk11n6yHa0jkj82Rl+/JsZ+PPfv91zDebIrAACgqdJmVWlzqiRfM5OcqrrKmFUN+r4/6U52uedUEemzKjlVLtLmVBHpsyo5FQAAVZBqp7vTTjstjjzyyLj//vtj7969sXfv3jj77LPj4x//eOzduzcWLlwYDzzwQKxcuTIOPfTQWL58ebztbW+LV77ylfH4448nvp2JiYm477774sQT979D2759e7zwwguzdqw74ogjJne2+8UvfhER0fMyM+3Zsyd27tw57VQXacKbMqvam6qZO1pV7fiBwdnVDgCapw6LnQAMwyA51VwDS1k+97YqvqJ2vxXED9iwdvLU4T1rb4tbrVic8+Ni0OxgkJXEu64WPpcBd7zLZLXwXqauFF7zQaaO9pPpvs/R18++f/utFm6xOACoJ1kVQDJps6pBcqq0z8lVz6kikmdVHXKq/oaRVQ0i95wqYqAd7+RU2UubU0Wkz6rkVABQT3Iq6iRV6e7OO++Mk046KVasWDF5uu++++Lmm2+OFStWxL59+yYvOz4+Htu3b48TTjghWq1WfP3rX091YCtWrIitW7dGRMTevXvj/vvvj1Wrpr/AXrVqVfyv//W/IiLi8ccfj61bt067zIEHHhhnnXXW5GWapi7FuyroNSwjJIL6UrQDAIREAMkMWrybeupn0B3vqqzbMNPMAaaZvIedbeYAUx7DTDPzg7Gx/F5DrL6/Havvz3fwp/18O9rPN2O4qAiDFO86w0tJB5UMNAFAPcmqAJIZpHiXJqfqfE0aVc+pItJnVXKq2To51XyyqkHe8+eVVcmpqm/Q4l2arEpOBQD1JKeiLhalufBzzz0XjzzyyLTzdu3aFU8//fTk+e9+97vjqaeeip/97Gdx8sknxzXXXBPr1q2LjRtffpN84403xpYtW+Lyyy+PiIgrrrgi7rnnnnjsscdiZGQkPv7xj8eKFSviox/96OTXXHXVVXHTTTdFu92O73//+/GhD30ojjnmmPjLv/zLyctcffXVcfnll8djjz0Wjz32WFx++eXxq1/9Kr761a+m/8lQGku3byzlG6s0wU9ZvwcAAGD+xjastegJAIV5tt1OPaAkq9qv18DS4lYr9mSwKnav+2ZsbG2MjiZ/DfGpxyL+04lzf37mAFP7X7aj9c8phrLGImJ07k8bXiqpDf9i/39PLfYwAIDykFUBUKS0WZWcar9+xbq0WdWOZatSZ4Zpsqrcc6oIWVVVyaoAgCnkVNRBqp3ukli+fHncdNNNsWnTpvjiF78YN910U1xwwQXTLnPMMcfE8uXLJz8+7LDD4rrrrot/+Id/iG9961vx6le/Os4888y47777Ji9zyy23xB/8wR/EFVdcEQ899FCceeaZ8fa3vz1+9rOfTV7m85//fFx99dXxF3/xF9Fut+PVr351vOUtb4nnnnsu62+zMuryJFWmlY3sagV0CH4BgA6rMwH0N4ycapDn4yqvIt46uBWtg/M9/g2ntWLDadX9Gc3UbbXwXpcdRCc/TJIhpl1F/FOPzT6v14rh7X+ZcvhorMt1WC28EH1XEd/wL14eYoqI1gNnpL4N2RYAANBkZcyqqpxTRciq0kqTU3Uun0beO97lnlNFyKpKInFONY+sSk4FAEBZLYiIiaIPoiyWLFkS4+PjMTIyEjt37iz6cDJVhwHQot9YZVG0K/p7APKhiAsAdNRl4RPqoc45R1PU9T7MOqdacMDiOO6cS2PzHVfFxIt7ImKw5+N2BruaDUu34aWxJ9L/XHtlVd2Gl+YamKmStMNJg+x2lzYnmLmC+JKFS2L8teMx8o8jsXNf99/99ni640q7kvhAQ1DkonXEjPtuyvBSN+1T/2fq2xhGttXtuRqqzGOauvGYrqem51R1fU9dZe6Taqvz/TeMmaq0z8lVz6ki0mdVaXOqiOpnVYMs+JQ2qxrkPX/S3e468s6pImRVZZE2p4pIn1WZwQKAemp6TkX5pMk5Mt/pjnKqwxNVUW+ostzZzptCqCeFWgAAgOTKuIp4RDVWEu+1Wvjosel/rt2yql6rhddhFfG0g0mDDD+lzQmSriDeHm9PnvLS/pdtQ0wl036y3XW18LnY8Q4A6KjDwrwAw1DGrKrqOVVE+qwqbU7V+XyVDbLYU1l2u5tPTpUme5JVlUvanCrCjncAwH5yKqpM6Y5KGVZprVO0y+P2FO8AAKC+hEQAZK0zwNRriKlj0OJdZ4ApyaBS1YeZIqpVvMuqaNdvOMkAU3PllYMDAOUgqwIgS2lyqojBindpcqqI6mdVVSreZbkglKyKbuRUAFBvciqqSumuQeqw212E0lo/3nxCMay0BAB0CIkA+ivjCuIR1VhFPEujnzsvRj93XtGHUYiyFu/a4+24e/zuiIjJ/2al26CSAaZqaJ/6P1Ndvt8K4nkuOgcAAFBFZcyq5FTNUebiXZZFu5lkVdWUNqeKSJ5VAQBAGSndNUxdind5y7s8k9cOelOv1xtRGD7FOwCgQ/EOoL8yDjNFlG+gqb0r3ZBJvxXEOwNMU4eYPvXmf0x1G1VfQTytPe32QMNPaexbvSb2DeF3ojO4ZICperIo3hlgAoBmklMBJFPGrKrqOVVE8qyqI21OFSGryoOsil6yKt7JqgCgeeRUVJHSXQPVoXg3jDdbVSje9VuR2JtSGD7FOwCgQ1AE0F8Zh5kiqj/Q1G2Yqd9q4U0s3vUbTspigKlfTjBzgOmwkj32KJdBind2tQMAIuRUAEmVMauqek4VkT6ramLxLmlONZ+sKmlOJasiiUGLd7IqAEBORdUo3VFZTS7eeeMJAAAA1EXZFoga27C2lEH/IMW7brva9aJ49/J5Wa4W3i1j7LVa+KFnnZXZbdNc7VP/50DDTwBAfZXxfQ4AvdUlp4pIn1Up3r18XpE5VYTiHdmQVQEAU5XxfQ7MRemuoco2zEQyg5TtlPNg+Ox2BwB0CIlgeD75yU/GxMREfOELX5g874gjjogbbrghtmzZErt27Yr169fHCSec0PN63v/+98fExMSs00EHHTTtch/5yEdibGws/s//+T/RbrfjjDPOmHVdn/70p2PLli3xq1/9Ku666654/etfn803W0N5Z1X9no87A0xTL1flTGXsibUx9kS+/wa955tr4z3frMe/c1NXCs9yiGmqHctWdV0tHNLqN5w0c4BJTgUAAMWQVVVXGXa7q0JOlaZ4J6tKrqw5leId3STNqWRVAEA3ZqqoCqW7BqtD8a4Ju91lsaV6GcM3qDshEQDQISSC/LVarfjQhz4UDz/88LTz161bF6Ojo3HuuefGypUr44knnog77rgjXvGKV/S8vmeffTaOOuqoaafdu3dPfv68886Lq6++Oj7zmc/EypUr47vf/W6sX78+XvOa10xe5o/+6I/i0ksvjY997GNx+umnxy9+8YvYuHFjHHLIIdl+8zVSRPGu32rhZctU+g0zzRxgGrvsltS30W8V8ZkDTGX7GUETdBto6rVauJwKAOiQU8FwyKqqr6jiXa+sqowZTN5ZVdKcSlYFxUmbU0XIqgCAl8mqqIIFETFR9EGUxZIlS2J8fDxGRkZi586dRR/O0NThyWoYb8TyDmVmfg9Z3543q1AMgS4A0FGHhU+olqbkHAcffHA88MADcfHFF8enPvWpeOihh+ITn/hEnHjiifHoo4/Gr//6r8ePf/zjiIhYuHBhPPnkk3HZZZfF9ddf3/X63v/+98fVV18dhx9++Jy3ec8990zeZsePf/zjWLduXVx++eUREfHP//zPcfXVV8fnP//5iIhYvHhxbNu2LS677LK47rrrEn1vTbkPZ0qbVS04YHEcd86lsfmOq2LixT25HFPZcpXWwdNXlu63Uvjo585LfRv/6duvnfZxv5XCy/YzKqskq4IvWLIkRsfHY2xkJJ65664hHBVNUWRONYznahgmj2nqxmO6eZqQUzX1PXWZNeU+qWtW1ZT7b6YyzlSVMYPJO6tKm1NFlPPnVDaD7F73y5x236OZzFQBAB1NyKoolzQ5h53uqIW67HiXxa52va4fAAAoThn/OA91cO2118btt98ed95557TzDzrooIiIeP755yfP27dvX+zZsyfOOOOMntd5yCGHxObNm+PnP/953HbbbbFixYrJzx144IFx2mmnxbe+9a1pX/Otb30rfuu3fisiIo4//vhYvnz5tMvs2bMn7r777snLwHy0d7UnVwrvN8QUMfiOd91WC5+L7CmZtINJgww/AQBAP3IqyI+siibKO6tKm1NFyKqSGKRAJ6sCACAPsirKbFHRB0DxRlev8UTVEEu3b7SSEwzZjmWrhLkAAJCT888/P0499dQ4/fTTZ31u06ZNsXnz5li7dm18+MMfjl27dsWll14ay5cvj+XLl895nZs2bYoLL7wwfvjDH8bIyEhccskl8b3vfS9OOeWU+OlPfxrLli2LRYsWxbZt26Z93bZt2+Koo46KiJj8b7fLHHvssXPe9uLFiycHsCL2r6w19b9Nccq/+2z84O+uTHz5BQcsnvbfPLzymbvjmVe+KbfrT+Oss86KiEj1M4qIePzydfEbV/9Oosv+4A9ufen/0v1MFy60xlsS4w88EIe+dD92s+Cl3/nOfw9/05vi2bvvHsqxUW+/POKtcfjTxeyeOIznahgmj2nqxmO6mer+XrOp76nLrAn3RZ2yqrlyqqYp40xV2WZ/Wi+VsPL6OQ2ymBTJ/bLdTl2kO6zVsuMdmTBTBQBAFSjdERHlDInSGkaoVIc3emUL36AJ6vDcAQBkY2zD2hhdvabow4BaOProo+Oaa66Jt7zlLbF79+5Zn3/hhRfiXe96V1x//fXxzDPPxAsvvBB33HFHfOMb3+h5vffee2/ce++9kx9/73vfiwceeCB+//d/Py655JLJ8ycmJqZ93YIFC2adl+QyU61ZsyauvPLKWedv2bKl5zGz37Fv+liu139crtee3Pj4+OBfe07SS1460PUfN9BXNVSC+/F4v/vkYmWht573czUMm8c0deMx3Szj44O97q8a76kZlrplVXPlVE1Uxpmqomd/Wl1KWml/TmOX3RKjnzuv5+fnq+ifUx0p25E1M1UAQIeZKspK6Y5JZQyJ0lK8A8rKcwcA0CEkgmycdtppceSRR8b9998/ed6iRYvizDPPjI997GNx0EEHxQMPPBArV66MkZGRWLx4cWzfvj3uueeeaKcYDJiYmIj77rsvTjzxxIiI2L59e7zwwguTK4R3HHHEEZOrhf/iF7+IiP2riHf+f+Zlulm7dm1cddVVkx8vWbIktmzZEq9+9atj586diY+5TpLs5rbggMVx7Js+Fk/c9aWYeHFP7sc07B3vzuqxI1pE+h3vImLWjncv72yXjbLsClh2c+12t2DJkjh+y5Z4+OGHY9++fUM+Kppi2DveDfu5GvLmMU3deEw322/87pVFH0IuvKcun859Uld1y6rmyqmaqowzVUUUyrqV7abKoniX9c52inf99dvtTtGOvJmpAgA6zFRRRkp31I7iXX8CJRiuKj9fAAD5EBLB/N15551x0kknTTvvhhtuiE2bNsXnPve5aUWVzs5gJ5xwQrRarfjjP/7jVLe1YsWK+OEPfxgREXv37o37778/Vq1aFevWrZu8zKpVq+LrX/96REQ8/vjjsXXr1li1alU89NBDERFx4IEHxllnnRWXXXbZnLezZ8+e2LNn9oDrzp07GzsgmGbgd+LFPUMZEB5GCarfANNUx6/6w9RDXw///v9v2scTL6b68r4Oe/KbsqcEnrnrrlkDTb9st2PhwoURsf+xpnRH1jo51dz7ruZrWM/VMCwe09SNx3QzPfy1y2udUzX5PTXDVbesaq6ciuZJk1NFDFa8y5s5qf66Fe+U7RgGM1UAwExmqigbpTumKePKTORDoAT5EwwBAEB+nnvuuXjkkUemnbdr1654+umnJ89/97vfHU899VT87Gc/i5NPPjmuueaaWLduXWzc+PJr9RtvvDG2bNkSl19+eUREXHHFFXHPPffEY489FiMjI/Hxj388VqxYER/96Ecnv+aqq66Km266Kdrtdnz/+9+PD33oQ3HMMcfEX/7lX05e5uqrr47LL788HnvssXjsscfi8ssvj1/96lfx1a9+Nc8fS+2UMauSqZAlw0sMi5wKAADyJauqPzkVdSenYljkVAAAVMnCog+A8qlDM3gYb8yEVkA3S7dvnDwBAPRStj/OQx0tX748brrppti0aVN88YtfjJtuuikuuOCCaZc55phjYvny5ZMfH3bYYXHdddfFP/zDP8S3vvWtePWrXx1nnnlm3HfffZOXueWWW+IP/uAP4oorroiHHnoozjzzzHj7298eP/vZzyYv8/nPfz6uvvrq+Iu/+Itot9vx6le/Ot7ylrfEc889l/83XjNlzKryfs/XTjng0sSfEZCMnAoASEJOBcMhq6q+JmYwaXOqiGb+nID+5FQAQFKyKspkQURMFH0QZbFkyZIYHx+PkZGR2LlzZ9GHU7g6PFkNoxhX9TeCyoOQjao/FwAAxSnjH5+pBzlH9bkPp5srq1pwwOI47pxLY/MdV8XEi3uGekx55yqtVivV5cuY58me0lu4cGGsXLkyHnzwwdi3b1/Rh0MFlTGnKvK5GvLgMU3deEzTUaecynvq8nGfVJv7b7omZjBpc6qIZv6cgOnKmFMBANVRp6yKckmTc9jpjlqz411/3tjC/FiFCQCYrzL+0RmAcrDjHQAAMExyKgDmYsc7AABg2GRVlIHSHXMqY/BRNnUp29The4Bh6vzu+90BAAAYnjJmVYneF7ZaL59yNLZhrT86ABFR/YXiAAAAyq6yOVWErAoYKjkVAABVp3RHT2UMidLKoxSjbAPN5HcfAMiLPzwDJFPGrKrr+8S5hpcGGGbqt4p4FQaYvJeG4TPQBAAMquzvLwDKojI5VURmWVXSnKrs/5bIqmC45FQAwHyU/f0F9ad0R19lDInSyiIsqfvOVnX9vmC+6v67DwCUh5AIIJkyZlVLt29Mvkp4RsW7KgwwTeV9NQyfgSYAYFBVeq8BUKRK5FQZZ1V1yKkiZFUwbHIqAGA+qvZ+g3pRuqMxBg1LmlS2acr3CQAAZSUkAmiIAYt3VVktfC6yJwAAqI6qvu8AYAADFO+qnlNFyKpg2BTvAID5qPJ7D6pN6Y5EyrgyU96aVLabqonfM/Qi8AEAACifMmZVS3MM+VutVrQGKOoByLYAAADyJacCSE5WBQBA1SjdkVgZQ6K0+hXKOkU7xTNgKoEPADBMVmYCSKaMWVWqgaY+w0mdAaapQ0xl/J7TkrvB8Mm2AIBByakAkiljZpO6eJcwq+oo4/c8CFkVDJ+sCgAYlKyKIijdkUodApNuYYmi3XR+FjCbwAcAGCYhEUAylc+qugwz9VstvPLfc8ieoAiyLQBgUHIqgGTqkNmkzapq8T2HrAqKIKsCAAYlq2LYlO5opKk72glOuvNzAQCAYgmJAKppkFXEu+1q10sdBppkTzA8rbEfRWvsR0UfBgBQYXIqgGpKnVNFpM6q6pBTRciqYJhkVQDAfMmqGCalO1KrS1hCfwIlmM4qSwAAAOXzG797ZdGHMEvSgaalG9YONvwEkMDMAabR8eUFHg0AAED9lXGmKk32JKsC8tLJqWRVAABUjdIdAyljSAQwDIp3AMAwWZkJoJ5mDjAN8nxfh3wu6YJPra8fPnkC+uu1WrhhJgBgUHIqgGSqltl0cqr5ZFVV+57nkiSrklNBOv12tZNVAQCDklUxLEp3DKwugQm92e0OZlO8AwCGSUgEkEzZdrzrtip4r9XCFe+mm2uAyUATdNdttfC5GGYCAAYlpwJIpmyZTdqcKkLxbio5FaSTJqeKkFUBAIOTVTEMi4o+AKD8lm7fqGQEAAAFGtuwtjZ/sAZokl6DS90M8nw/unpN5f+YsHT7xhj93nmJL9/6+uHRPveZHI8IquO0a1r7/+f/9ZVCjwMAaA45FUA1pc2pItI/59chp4pIl1XJqeBlcioAoAiyKvJmpzvmxRNUc9jxDqZTRAUAACifpmVVYxvW1mKQaRBWEqfJTrumNXnqmLjtwlTXYQVxAACAfMmpmkNORdPNN6eKkFUBAFBeSnfMW9NCIoAOxTsAYJia+sdqgLSqnlX1e77vDDDV7d+FsX9zS9GHAKU3c4BpJsU7AGBY6vZ+BCAvVc+pIpJnVXUjq4L+emVVincAwDDV8T0J5aF0RybqEBLRn93uYDbFOwBgmIREAMlUPavq9nxf1wGmqdIOM1lFnCbotqtdL4p3AMCw1P39CUBWqp5TRciqkpBT0RRpsirFOwBgmOr+/oTiLCr6ACCJTqlF6at4S7dvVDICAIACjW1YW4s/0gPQW1P/KDD2b26J0e+dl/jyra8fHu1zn8nxiKC+xka2Fn0IAEDFyakAmqOpWVUaciqYH1kVADBfsiryYKc7MpPHE9SOZaumFbyUvcpB+RGm89wEAABQPsL05rCSOHV2/yXt1F/TbxXxsZGthpgAAACGSE5VXWl2u4uQU1F/abOqpDmVrAoAgLJSuiNTWYREnaLdXCUW5RagjDw3AQDDZEVZgGQMNFVTmmGmsX9zS+rhJ6iarIp3BpgAgDzIqQCSkVNVV9LsSU5FU2RRvJNTAQB5kVWRNaU7MjdoSNSraEf52O0OZvMcBgAMk5AIIBkDTdXUb0Bp5hCTrIq6G7R4Z7VwAGAY5FQAycip6klORRMNUryTUwEAwyKrIktKdxRukLKdYks5CIkAAKBYQiIA6qxb8a7XiuGyKnjZ4+9dG4+/12tFAGB45FQA1JmcCgYnpwIAiiCrIiuLij4A6ml09ZqeT1RZlOZ2LFsloCiBpds3KkHCFJ6bAAAAyqdfVkV59dvxbiZZFXV2/yXtOO2a1pyfN7wEAABQfnKq6pJTwXSyKgAAmsBOd+RmdPWaWecNsqsd5adgBNN5ngMAhskf5wGS6ZZVAVTN/Ze0Z51ntXAAoCzkVADJyKmAupBVAQBlJqsiC0p35Gp09ZrJol0eJRTFFqCsPD8BAMMkJAJIxkBTM1ggirq7/5L25PCSASYAoGzkVADJyKmaQU5FE8iqAIAyk1UxX0p3VJ5iSzkIiQAAoFhCIgB4mayKumqNtKI10ir6MAAAepJTAcDL5FTUmawKAKgCWRXzoXRH7lqt/N9UKd6Vg5AIpvPcBAAAUD5WEW8OWRV1MnOAaXTUcxkAAEDVyamaQ05FnXRyKlkVAABNoHTHUAyjeEc55BkSLd2+UQhF5SjeAQDDZGUmgGQMNAFV0Wu1cMNMAECZyakAkpFTAVXRb1c7WRUAUGayKgaldMfQ5F28U2wpj6yLcTPLdop3VI3nJwBgmIREAMkYaGoGORJV1G218LkYZgIAykxOBZCMnKoZ5FRUUZqcKkJWBQCUm6yKQSjdUSuKLfXSa2c7QRQAAMxNSAQAL5MjAQBAceRUAPAyORUAABRLVkVaSncMVd673VEeg4ZEnaJdkq8XRFElSsEAAADlYxXx5pAjUSXt8Xaqy1tBHAAAoPrkVM0hp6JK0uZUEbIqAADqRemOocu7eKfYUh5pQqKkRTuoMs9PAMAwWZkJIBkDTczU+pvDo/U3hxd9GDSc4h0AUCdyKoBk5FTNkWZGSlZF0RTvAIC6kVWRhtIdhVC8a45+IdF8y3aKelSN5ycAYJiERADJGGhqhn450swBJsNMFE3xDgCoEzkVQDJyquaQVVElincAQN3IqkhK6Y7aUmwpj24hUZY72yneAQDA3IREAPCybjlSr9XCDTNRFWNja2NszOs+AKDc5FQAMJ2sirqSVQEAVSCrIolFRR8AzdVqtaLdTr8CCtWUdzFu6faNipZUxo5lq5RFAQAASmZ09RqhekMs3b4xRjecl/jyrb85PNrveybHI4K5tcfb0Rppzfl5w0sAAAD1I6dqFlkVVSGnAgCgiex0R6FarbnfhGVBCQsoK89PAMAw+eM8QDKjq9cUfQiUlFXEKVJ7fPbidVYLBwCqSk4FkIycCigjORUAUDeyKvpRuqNwindkxc5hVI3nJwBgmIREAMkYaGqGsdW3pP4axTuK1B5vTw4wGWICAKpOTgWQjJyqOdJmVXIqiiSnAgDqRlZFL0p3NIJiS3Mo3gEAwNyERADZGl29xvBThSneAQBAceRUANmTVVWb4h0AABRHVsVclO4ohbx3u6NZFO+oEqVgAACA8uk3nDRzgMkwU3Up3lElciQAAIDmSZpTyarqQfGOqpBTAQDQFEp3lEbexTtv9ICy8vwEAAyTlZkAkuk2nNRrtXDDTA1x9Wv3n6AgciQAoE7kVADJpM2p5voaakZORcHkVABA3ciq6EbpjlJRvCMrdrujajw/AQDDJCQCSGbqSuFJBpUMM1VT3xXEOwNMU4aY8s4xoRc5EgBQJ3IqgGTS5lSdr6F6EmdVL5FTUSQ5FQBQN7IqZlK6o3G80WsOxTsAAJibkAgAXtZ1mKnPauEGmgAAIBtyKgCYLm1WJaeiSOYxAYC6kVUxldIdpSMEIEuKd1SJEAoAAKD6rCBeXWOrb+m6q10vskyKIkcCAAAgCVlVdaXNquRUFElWBQBAXSndUUp5hwDe5DXDjmWr3NdUjscsADBMVmYCyIdhJrppPfpUtB59qujDoEbkSABAncipAPIjq2ImORV5kFUBAHUiq6JD6Y7SUrxjUMp2VJ3HLwAwTEIigHwYZqqmQf5d7JdjzhxiMtBEluRIAECdyKkA8iOrqqa0/zbKqSiarAoAqBNZFRFKd5Sc4h1pKNsBAMBghEQAGbvla/tPVFJWxbteK4YbaAIAgO7kVAA5kFVVWhbFOzkVAAAMRlaF0h1QaZ2inbIddeMxDQAAUEEzBphGx08o8GCYj0GLd50BpiTDSgaayIocCQCoG8NMABno5FSyqloYpHgnp6IosioAAOpE6Y7Ss9sd3Sja0QQe4wDAMBlmApiHHquFG2ZqhrENa/1bSqHkSABA3Xh9DTCgPrvayarqb9CcSvGOLMmqAIA6kVM1m9IdlaB4R4eyHU3j8Q4ADJOQCCCFLquFz8UwUzX1+3exM8A09XJjSx9KdRuGmciSHAkAqBtZFUBCKXKqCFlVVSXNqiY/TplTRciqyJasCgCoEzlVcyndURmKd82mbAcAAMMhJAKAl3X7d7HfauGKd1TB8TevieNvXlP0YQAA9CWrAoCXpc2qFO+oClkVAFAFcqpmWlT0AUAarVYr2u120YfBkCjZwX47lq2Kpds3Fn0YAAAATHXev0u8enjE/hXEx0Z+muMBkZdB/ngytvShGN2xIvHlW48+Fe3XvSr17cBM/XKkmcNLx9+8Jh5/rz8QAgAAVFrKnCpCVlVlabOqtDlVhKyK7MiqAACoOjvdwRRKXkBZeX4CAIbJykwACZ3371JdfHT8hJwOhCprv+5VhpjIVLccqddq4VYRBwDKTlYFkEDKnCpCVkV3siqyJqsCAOpETtU8SndUTqvVyvX6FVvKw85eMJ3nJwBgmIREAAkp3jGHsaUP9fy8ASbytGPZqsnhpSSDSoaZAICyk1UBJKB4xxyS5lSyKvIiqwIA6kRO1SxKd1SS4l1zKN7Bfku3b/T7AAAMnZAIIGPPX7//RGN0G2gywERZGWYCAMpOVgWQQJrinayqUeRUAACQHTlVcyjdUVl5F+8oD0UjmkzZDgAAoAL6DTPNGGAaffLunA+IMhlb+pDVwinE/Ze0U3+N4h0AAEANyKqYg5yKIqXNquRUAACUgdIdlZZn8c5ud0CRlO0AgLKwMhNAQt2GmXqsFm6YqRlGj10To8caDqE4incAQN3IqgASklUxg5yKMlC8AwDqRE7VDEp3VJ7iXTMoH9EEnaKdxzsAUDZCIoCEzvt3Lw8vzTHARP11BpimDjG1Ds4vw4R+FO8AgLqRVQEkJKsiZpft5FQUTfEOAKgTOVX9Kd1BH4p35aGIRF0p2gEAVSAkAsieFcTrpd9q4QaaqIrH37s2Hn+v134AQLnJqgCyJ6uql15ZlZyKqpBTAQBVIKeqt0VFHwBkodVqRbudfrXeMuiU+hRuklm6faMiJLXh9x4AAKCGfm9DxF+vTnzx0SfvjrEjzsrxgMhTr5JdN62DW9HeVc0ck2q7/5J2nHbN3AN1hpcAAABqSlbVKGmyKjkVRZJVAQBQFXa6ozZarfxW4Mmj5LVj2app16tIBs1hZzsAoKqszASQ0O9tKPoIAGa5/5LZg3RWCwcAqkxWBZCQrAooIVkVAFAncqr6UrqjVspevOsU7ea6LsW7ZJSVqKJO0c7jFwCoOiERQEIphplGn7w7xwMhT2NPpP93sXVwfhkm9HP/Je3J4SUDTABAHciqABKSVTVC2qxKTkXRZFUAQJ3IqepJ6Q5SGLQU16tol9VtNI3iEgAAFEdIBJA9w0zVpXhHVVgQCgCoK1kVQPZkVdWleEdVyKoAgDqSU9WP0h21k+dud2mlKduRnjfdVInnAgAAgAZKsoL4gb/+8onKUryjzAwwAQAAEBGyqgZRvKOsOjmVrAoAgKpQuqOW8ize9SvOdIp28ynYKOdAPfndBgDqxMpMAAl1G2aaY3hp9JntQzooitbe1Y72rnbRh0HNGWACAJpEVgWQkKyKGeRUDIOcCgBoEjlVvSjdUVvDLt5lvaudck4y3oxTNX63AYA6ERIBJPR7GxKvEm6Yqbr6rSDeGWAyxESerBYOADSZrAogIVlVIyTNqiAvcioAoMnkVPWhdAcDmrqjXV4lGuWcZLwxBwAAAOrEMFN1dRtmMsAEAADDY6AJIHuyquqSVQEAQHHkVPWgdEet5bnbHeWieEeVKNQCAHUiIAJI6IL/nOrihpmqa+yJtXa1ozByJwAAABJJmVVRXbIqiiKnAgCgDpTuqL2qF++8+exv3+o1sW/1mqIPA1Lxuw0A1IniHUBCine1N7p6TYzKqSiY3AkAaDpZFUBCKbIqOVU1yaoompwKAGg6OVX1Kd3RCIp39TSzbHdYxe9nmsfvNgBQJ0IigIQU72pp5gBT1fNIqk/uBAA03Q/+7sqiDwGgGhTvaqeTU8mqKAs5FQDQdGaqqm1R0QcAJLNj2apYun1j0YdRuH472h3WasUv2+0hHQ0AAABA/kaf2R5jhy8r+jDootdK4a1WK9pyKipgdPWbIyJibMO3Cz4SAAAAyk5OVV79drSTVVEVsioAAMrETnc0hhV7qm3mrna92PGOKslzNacdy1ZZLQoAGCorMwEklHAF8YnR/zx5ojy6rRY+F5kkReqXC42ufvPkEFPnYwAAABooQVYlpyqnNDlVhKyK4iTNqWRVAEBdmamqLqU7GqXqwUETyzNpynZQVVn+bneKdlOvs4nPHQBAcYREAAnNMcw01wDT8YfLR4D0uuVCMweYZn4OAKBOfvB3VxZ9CADV0CWrklMBWUqbU3U+DwBQF2aqqmlR0QcAw9ZqtaLdbhd9GAPbsWxVLN2+sejDyFUWJbvDWq34ZYXvZ5pnPr/bSUp1TXjuAAAAqJwL/nNM3Jv84scfviYef0YQX7SxDWsTrx4eUf08kurbsWxVtFovJr786Oo3x9iGb+d4RAAAAJRSiqxKTlUOaXOqCFkVxUqbU0XIqgAAKJad7qCC6rprVda72h1W8Z0NoZ+ZO9oluTwAwDBYmQkgP1YSL4e0/9a15FQAAFAYWRVAPuRU5TDIv3OyKgAAKIacqnqU7mikKgcHS7dvrNVuVZ2iXZZlu6kU76iSpDvWpS3bAQAUQUgEkMyCN+R33aP3nxej95+X3w00nOIdVdJuH5Dq8qOr35zTkQAAFENWBZCMrKqaFO+okrQ5VYSsCgCoFzlVtSjd0VhVCw7qVrYDuutWpsuyaKesBwAAUD5ph5n6rSI+c4DJMFPx2u12tNvtog+DhlO8AwAAIIk0WVXSnEpWVS6yKoqmeAcAQFXMq3T3yU9+MiYmJuILX/jC5HlHHHFE3HDDDbFly5bYtWtXrF+/Pk444YTE13n++efHxMRE3HrrrdPOf/zxx2NiYmLW6Utf+tLkZW644YZZn//+978/n28RClf3st3CITS17XZH1Uwt2eVRklO8AwCGxcpMAMllUbzrtVq4YaZ89Pu3zgATZaN4BwA0mawKILn5Fu/67Wonq8pe0pxKVkVZKN4BAE0mp6qOgUt3rVYrPvShD8XDDz887fx169bF6OhonHvuubFy5cp44okn4o477ohXvOIVfa/zmGOOiT/7sz+L73znO7M+d/rpp8dRRx01eTrnnHMiIuJrX/vatMutX79+2uXe/va3D/ot0gBl3e2uU7Src9luKsU7GD7FOwBgWIREAPk5/vA1XVcLn4thpnx0+7fOABN10G4fMNDwEwBAmcmqAPKRNqeKkFXlQU5FncmqAIC6kVNVw0Clu4MPPjhuvvnm+OAHPxjPPPPM5PknnnhivPGNb4yPfOQj0W6349FHH42LL744DjnkkLjgggt6H8jChXHzzTfHpz/96RgbG5v1+e3bt8e2bdsmT//23/7b+OlPfxp33333tMvt3r172uWmHh90U6biXZOKdjMp3gEAQH0JiQCSSbqC+B/965dPlMPYhrVWC6cy+g0nzRxgsngTAFA3siqAZJJkVXKq8pFTUSVJcypZFQBQV3Kq8huodHfttdfG7bffHnfeeee08w866KCIiHj++ecnz9u3b1/s2bMnzjjjjJ7XecUVV8RTTz0VX/7yl/ve/oEHHhjve9/7ul727LPPjm3btsVPfvKTuO666+JVr3rVnNezePHiWLJkybQTFKHJZTugOEIoAACA8plrmGmuAab/cPlrU12/FcSz94HV/zM+sPp/Fn0YkEq3gaZeq4XLkQAAAJqpW1aVVU4VIavKmpyKKkqbU0XIqgAAGJ7Upbvzzz8/Tj311FizZs2sz23atCk2b94ca9eujcMOOywOPPDAuOyyy2L58uWxfPnyOa/zt37rt+IDH/hAfPCDH0x0DL/9278dhx12WHzlK1+Zdv769evjve99b7z5zW+OP/zDP4zTTz89vv3tb8fixYu7Xs+aNWtifHx88rRly5ZEt0/9FLXbnbLddHa7g+ETQgEAw2JlJoDkFrxh+vBSv5XCFe+KMXOI6T+0Pl3g0UB6U1cK77eqeIQcCQCoF1kVQHIzs6peFO+KIaei6tLmVBGyKgCgPuRU5ZaqdHf00UfHNddcE+973/ti9+7dsz7/wgsvxLve9a543eteF88880z86le/irPPPju+8Y1vxIsvvtj1Og855JD4m7/5m/jgBz8YTz/9dKLj+MAHPhDr16+PrVu3Tjv/lltuiW984xvxyCOPxH//7/893va2t8XrXve6eMc73tH1etauXRsjIyOTp1e/+tWJbp96GlbxrlO0U7brTvEOhk8IBQAMi5AIID+Kd8PTa8VwA00AAFAdsiqAfCjeDY+cCgAA6kFOVV6pSnennXZaHHnkkXH//ffH3r17Y+/evXH22WfHxz/+8di7d28sXLgwHnjggVi5cmUceuihsXz58njb294Wr3zlK+Pxxx/vep2vfe1r4/jjj4/bbrtt8jp/7/d+L975znfG3r17Y3R0dNrljznmmDjnnHPir/7qr/oe7y9+8Yt44okn4sQTT+z6+T179sTOnTunnWi2ona8YzrFOwAAqC8hEUAyf7ogxys/8rX7TyTWGWCaa4hpKgNN1JnFmwCAupFVASQjqyoPORW8TFYFANSJnKqcUpXu7rzzzjjppJNixYoVk6f77rsvbr755lixYkXs27dv8rLj4+Oxffv2OOGEE6LVasXXv/71rte5adOmWdf593//93HXXXfFihUr4uc///m0y1900UXx5JNPxu233973eJcuXRqvec1rZu2IB0XyRq94v2y345ftdtGHAaXiuQkAAKB80g4z9V1FfMYA0+g/rRngqICmkyMBAAA0U5qsKnFOJavKneIddSerAgAgT6lKd88991w88sgj0067du2Kp59+Oh555JGIiHj3u98dZ511Vhx//PHxzne+MzZu3Bjr1q2LjRs3Tl7PjTfeGJ/97GcjImL37t2zrvOXv/xl7Ny5Mx555JHYu3fv5NctWLAgLrroorjxxhvjxRdfnHZsBx98cPzpn/5p/OZv/mYce+yxcdZZZ8Vtt90W27dvj1tvvXXgHxDNM4zd7rzR6y+P3e6U7aA3z00AwLBYmQkgP10HmnqsFm6YKZnrN5yR6vKGmag7ORIAUCeyKoB8pM2pImRVSaTNqSJkVdSfrAoAqAs5VfmkKt0lsXz58rjpppti06ZN8cUvfjFuuummuOCCC6Zd5phjjonly5envu5zzjknjj322Pjyl78863MvvvhinHzyyfH1r389Hn300bjxxhvj0UcfjTe+8Y3x3HPPDfz90EyKd+WQRfGuU7RTtoNkPDcBAMMiJAJIJu1udxEvDTR1WS18LoaZklG8AwCA+pJVASSTNqtKm1NFyKqSULwDAID6klOVy7xLd29605viE5/4xOTHf/7nfx7HHHNMHHTQQXHcccfFFVdcMW23us7XXHTRRXNe50UXXRS/8zu/M+v8jRs3xoIFC+Kxxx6b9bnnn38+Vq9eHUceeeTkbV900UXxT//0T/P47oCiDVq8U7QDAIDyExIBJJNmmOn8+9tx/v0ykbwo3sHLLN4EANSNrAogmaRZlZwqX4p3MJ2sCgCoEzlVeWS+0x3Uhd3uqknZDubPcxMAAEC1dAaYpg4xtVeky0esIJ69u+LyuCsuL/owIFdyJAAAAGaab04VIavKg6yKJpBVAQCQNaU76EHxrhz67XbXKdop20F2PDcBAMNiZSaAZLqtIN5vtXDFu3z0W0V85gBTq7U770OCQsmRAIA6kVUBJJM2q1K8y0fSnEpWRZPIqgCAupBTlYPSHfSheFcO3Yp3inaQL89NAMCwCIkAkvnTBd13tetF8S4f3Qaaeq0WbpgJAACqQ1YFkEzarErxLh9pc6oIWRUAAFSFnKp4i4o+ACB/neLM0u0bCz6S+Vm4Ya0SEAAA1NTYhrUxutofzwGKNHa0wD6N6zecEaOrz0x8+VZrd7TbB+V4RFCcHctWVT5/BgCYSlYFUDxZVXJpc6oIWRX1JqsCAOpETlUsO91BAlXd7W7HslXTrldhDUjL8wYAAEC5DJJT9VtFfOzotYaYgHmTIwEAADRP2qwqaU4lqwLmS1YFAEAWlO4goaoU7zpFu7muq+pvJq1AA8NX9ecNAKA6xjb4IzpAElkV7wwwzd/Yhu+kunyrtTunI4FykCMBAHUiqwJIJovinZxq/tLmVBGyKupPVgUA1IWcqjhKd5BCmYt3vYp2Wd1GWSjewfBV/XkDAKgOIRGD+uQnPxkTExPxhS98YfK8I444Im644YbYsmVL7Nq1K9avXx8nnHBC4us8//zzY2JiIm699dZp5z/++OMxMTEx6/SlL31p8jI33HDDrM9///vfn/83Ci8ZtHhntfDsKd4BAEB9yaoYlKyKphmkeCenyp7iHQAA1JecqhhKd1Bxacp2daJ4BwAA9SUkIq1WqxUf+tCH4uGHH552/rp162J0dDTOPffcWLlyZTzxxBNxxx13xCte8Yq+13nMMcfEn/3Zn8V3vjN7SOH000+Po446avJ0zjnnRETE1772tWmXW79+/bTLvf3tb5/HdwmUmeIdvKyJeTUAUG+yKtKSVQFFUryD6WRVAECdyKmGT+kOUirDbnedot183hB6Mwmk5XkDABgmIRFJHXzwwXHzzTfHBz/4wXjmmWcmzz/xxBPjjW98Y3zkIx+Jdrsdjz76aFx88cVxyCGHxAUXXNDzOhcuXBg333xzfPrTn46xsbFZn9++fXts27Zt8vRv/+2/jZ/+9Kdx9913T7vc7t27p11u6vFBFgbJqby3K97E/f8mJu7/N0UfBuTKcw0AAE0lq6LJ0mZV3juWg6yKJvB8AwDAoJTuYABFFe+y3tWu6m8m7XYHw1f15w0AoFoU70ji2muvjdtvvz3uvPPOaecfdNBBERHx/PPPT563b9++2LNnT5xxxhk9r/OKK66Ip556Kr785S/3vf0DDzww3ve+93W97Nlnnx3btm2Ln/zkJ3HdddfFq171qiTfEqSieFce/VYRnznAdNqC/DNGKJLnGgCgTuRUJCWroukU78ohaU4lq6JJPN8AAHUhpxquRUUfAFRVq9WKdrud620M443ejmWrKl1eW7p9ozfEMGRVf94AAKA+zj///Dj11FPj9NNPn/W5TZs2xebNm2Pt2rXx4Q9/OHbt2hWXXnppLF++PJYvXz7ndf7Wb/1WfOADH4gVK1YkOobf/u3fjsMOOyy+8pWvTDt//fr18bWvfS2eeOKJOP744+NP/uRP4tvf/nacdtppsWfPnq7XtXjx4skBrIiIJUuWTPsv3fk5RbzpTW+atXp9P7884q1x+NN35XREzfX4xnviN353+srg49/pZFezH6OnxZviwYnp993ChQun/ReqbMEBi7v+F6rOY5q68ZimjvJ4XD++8T/Hb/zulZldX9M04X17nbKquXIqSCLtTJUZhHyMbfhOjK4+c9p5/Xa0O21BK+6fyHceDgAAmL+xDWtjdPWaog+jEZTugMpTvAMAgPoSEjGXo48+Oq655pp4y1veErt37571+RdeeCHe9a53xfXXXx/PPPNMvPDCC3HHHXfEN77xjTmv85BDDom/+Zu/iQ9+8IPx9NNPJzqOD3zgA7F+/frYunXrtPNvueWWyf9/5JFHot1uxxNPPBHveMc74tZbb+16XWvWrIkrr7xy1vlbtmxJdCxN5+c0iJVFH0AtjY/POqfn5ee6F0455ZQsDgcKNv0RfuybPlbQcUA+PKapG49p6ijrx/X4+KWZXh/1Ubesaq6cCsqgMyOkqNff2IbvxPGvSvc3FsU76kzJFwCoEzNVw7EgIiaKPoiyWLJkSYyPj8fIyEjs3Lmz6MOhIvLe7W5Yqv5mUukOhq/qzxsAQLUIidKre85x7rnnxrp16+KFF16YPG/RokWxb9++2LdvXxx00EGxb9++iIgYGRmJxYsXx/bt2+Oee+6JdrsdH/vY7KG7U045JR566KFp19nZaWrfvn3xa7/2azE2Njb5uWOOOSbGxsbid3/3d+Pv//7v+x7zo48+Gn/1V38Vn//857t+vtsK4lu2bIlXv/rVtbwPs+Ln9LK0u91FRM/d7p555ZtSXZ6XHbfsylSXn7rb3cKFC+OUU06Jhx9+ePJ5DKpu6S+/F8e+6WPxxF1fiokXu+/4ClWy4IDFHtPUisc0dZTn49pud4PpvH+XVVUjq5orp6rr/Uc+0s5U9ZpBmGsuyNxCf2lLdxGhdEftee4AAOrCPNVg0sxU2ekO5qnVatWieFf1VVzsdgfDV/XnDQCgWqzOxEx33nlnnHTSSdPOu+GGG2LTpk3xuc99blpRZfylbadOOOGEaLVa8cd//Mddr3PTpk2zrvM//af/FEuWLIlLLrkkfv7zn0/73EUXXRRPPvlk3H777X2Pd+nSpfGa17xm1irjU+3Zsyf27Jk9CLhz507DTAn4OUWceuqpqXOqpw8/a9Z7u8mMpUvhq9vlme3xbZenGmhaGafOGmbqDGZCHew47N/EsREx8eIeZQ5qxWOauvGYpo7yeFw//LXL5VTMUresaq6cCtJIO1PVbQah3yyQuYX+Hn9qrd3uYAbPHQBAXZinyt/Cog8A6qDVahV9CJmoemnNG2EYvqo/bwAA1TK2YW3Rh0CJPPfcc/HII49MO+3atSuefvrpeOSRRyIi4t3vfnecddZZcfzxx8c73/nO2LhxY6xbty42bnz5/eONN94Yn/3sZyMiYvfu3bOu85e//GXs3LkzHnnkkdi7d+/k1y1YsCAuuuiiuPHGG+PFF1+cdmwHH3xw/Omf/mn85m/+Zhx77LFx1llnxW233Rbbt2+PW2+9dQg/HZpskJxqx7JV005JLk9/jz+V7t+t0xbUI2MEAIAmkFMxk6wKukubVaXNqTpfQ29pc6oIWRUAAFSFnCpfSndArSjeAQAA0LF8+fK46aabYtOmTfHFL34xbrrpprjgggumXeaYY46J5cuXp77uc845J4499tj48pe/POtzL774Ypx88snx9a9/PR599NG48cYb49FHH403vvGN8dxzzw38/QDVo3gHAAD1ZaCJtGRVQJEU72A6hV0AoE7kVPlZEBETRR9EWSxZsiTGx8djZGQkdu7cWfThUEHtdrvoQ8hE1Ytr3hDD8FX9eQMAqJbR1WuKPoRKkHNUn/swGT+n7oaRU3kvmMzxr0r279b9E/vvs4ULF8bKlSvjwQcfjH379uV5aDA0Ux/Xhz35zaIPB+ZtwQGL47hzLo3Nd1wVEy/uKfpwYN48pqmjYT2u5VTJef9ebe4/5ktWVQ5Jc6qIl7MqqDvPHQBAnciqkkmTc9jpDjLUatVjdZ+ql9a8EYbhq/rzBgBQLVZnAuhvGDmV94LJ9FtF/P6JtiEmGsVzBwBQJ3IqgGRkVeWQNKeSVdEknjsAgDqRVWVP6Q4ypnhXDop3MHxVf94AXjb63JoYfc6KJ0C5CYkA+jPMVB7dBpoMMNFknjsAgDqRUwEkI6sqBzkVAADUm6wqW4uKPgCgfOpSWFu6faMwDQBSmFm0G31uTYwd4g0YUF5jG9bG6GolYYCi1CVDGpbHn1orq4Ipdixb1fd55PibX36t9/h7vT8FAMpLTgVQPFlVcnIqmE5OBQDUjawqO0p3kINWqxXtdvVW/xE+AfOVJIQCyqfXrnaKd/Cyzu+K3wkAqiSPnMr7PiAr3bKkqQNMM8830AQAAFBtWWdVciogK3IqAAC6WVj0AUBdtVqtog8hkaXbN06e6qiu3xeUmdXQoBpGn1szeUpyWWiymb8rVf+deNXJa+JVJ1f7e5hqbIM/aAH0k1VOVecMaVj8/GC2HctWxfE3r5k89dLv8wAARZJTASSTRVYlp5o/Pz+YTU5FHY2uXmOnI4CGklVlQ+kOclTm4l2TwqemfJ9QJop3UF5Ji3bQdP2KqVX8PZpZtlO8A2iWQXOqui/YVAQ/S5gfA00AQJnJqQCSGSSrklNlz88S5kdORZnNLNsp3gE0k6xq/pTuoGGaGj418XuGOtuxbJViH6Q037JdFQtGMIi6FVM7Rbu5CnaKdwBQDFkVTHf/Je1crnf0/vNi9P7zcrluAIC5yKkAqBI5FUyXNqdKU7yTVTEMvXa2U7wDaCZZ1fwo3UHOyrDbnZWegCLkUYqbWbZTvIP+siwQ1amIBDMN8rtS5t+JXkW7bpcFoBkGyam87wKGJc1AU79hppkDTIaZAAAAyidtViWnAoYl6+KdrIq8dYp2SUp1incAkI7SHQxBUcU7Rbvp/Cxg+LIIvTtFu7muS7BOFuq2e2KnPJRHIajMJSNIK4vflbL9TqQp29WRlZkA+lO8Kw9ZFcw23+Jdr9XCDTMBAMMkpwJIRvGuHORUMFsWxTtZFXlLWrQDAFnV4JTuYEiGVbyzq11vfi4wfIOG3mlKUIJ1BlW33RPrVh6EvORVSi1Kp2g3n7JdnYp6QiKA/hTvykNWBfNz/M1rJoeXkgwqGWYCAIZJTgWQjOJdOcipYP5kVQzLfMt2inoAzSSrGozSHdA4QiIoN6Uh8la33RO7fT/t49KtuJZWncpKNEcdd4DMelc7xTsAsvLVt66Jr761Pv+u5E1WBdMlWUX8/kvakycAgDKTUwEUT1aVnJwKpkuaPcmqGJYsd7ZTvANoJllVekp3METD2O2uakUBoBn6PTf1K0FlcRtQp90Tk/zOKN7BfsMqcw/rdyKLXe36XT8AzZDHbnczB5gMM/Vn4RnortuA0lzDS+23PpPquq0gDgAAUD5Z73bXyalkVcnJqaC7uYp0siqGpVO0y6Mkp3gHAP0p3cGQKd6Vg5WZYPi6PTdlHdp6/qObOv1xIO33onhHkw17B8iIfH8n6vJcNrp0TYwuHc5zh5WZAPrLqnjXa7Vww0yzZbHwDDTB1MGlfquEG2YCAMpMTgWQTBbFu3672smqZpNTQX8zcypZFQBQZbKqdJTuoACKd+WgeAfDN3WwMK/nKc9/RNRr90QDuZBOr9+XYRTvsjbz+/nJ1vy/hzx2u5tZtlO8AyiPQYt33VYLn4thpv28rod8GWYCAMpMTgWQzCDFuzQ5VYSsqkNWBfmSVZGVvN9L2O0OoJlkVckp3QGNpngHpCV4Lre67J6YZdHObnc0QZrfmSr8TvT7fqpSvOsU7eYq2CneAZTHMBaIaiqLaEA5nXT5a+Oky19b9GEAAA0jpwKgaLIqKCdZFf0o3gGQB1lVMkp3UBC73QHkJ4/nv5nBs+fY8qjL7ol5fh9VKBnBIMr6R8FBfyfSfD9lLt71KtoBUF5ps6rV96f7t8gK4sAw9FtBfOYA0zs9NwEAAJRO3jlVhKwKGA5ZFVlSvAOAYijdQYEU78rBbndQT1k8//UrQXmOLVZZyzZpDev7ULyjTub7e5P370NadXk+G6RsZ7c7gHJRvMue3AmGr9swU6/Vwg0zAQDDJKcCSEbxLh+yKhg+WRVVongH0Dyyqv6U7qBginflIFSCehr0+a8u5Yc6yntXu163m8d11uVx1j6uXboSE/WU5e9N0UXULJ7PyrDbXadoN5/ynOIdQLko3mVP7gTD137rM5PDS3MNME1lmAkAGCY5FUAyinf5kFXB8MmqyMow3kso3gE0j6yqN6U7gJcIlYBByg91KU2VWVFFu27HkcV1FPm9ZF0ymlm2K/o+mq/R8UNidPyQog9j3kZXr6lVCJrn700Rxbusv5eiinfzLdoVRUgEUKzV97cHGn6qA7kTlF+aYabR8SNidPyIHI8GAKg7ORVA8WRVQB3IqZpH8Q6APMiq5qZ0ByVgt7vilaHMAeSj3+92FmUOzx/5KONzcx12T8yiZNRrZ7uyfJ9JdYp2U8t2VS3ezSzbVT0ELdPvzXyMPrcm98LtsIp3WexqN5cqFvgA6izrVcRnDjDV4d/4QRhmguH6ygCDk/2KdzOHmAw0AQAA5CuvnEpWBQxb2qxKTkUvincAMDxKd1ASinfFqMswN9Bbt99zv//lVPROcFkr6/cySPGuU7RL8rVl/J6n6la063aZKugU7eYKO6sYgg779ybP3e6S/s6U3U+2todS7BtW8c7KTADJZDHQ1Gu18LK/ZsyL4h0MV1bFu14rhhtoIgtnrv4vcebq/1L0YQAwZHIqgGTyzqkimplVyalg+LIo3smpGIaj47g4Oo4r+jAAGDJZVXcLImKi6IMoiyVLlsT4+HiMjIzEzp07iz4cGqrdzn+YVWjSzLAMyJ/n18FU8Tm5131dle+ntTnZH6fmUxgq2+/EIEW6sZHncjiS+Utbpiv7G+Iy/N4k/Z3op8iS3a8tz3Yhj25Fu9a+/BcLGdsxnMdrFUupack5qs99mIyfU77yzqrK9ppxWHq9/lm4cGGsXLkyHnzwwdi3b98QjwryU/Tj+sLT0r+O/dHXrk91+bGRJ1PfBtW14IDFcdw5l8bmO66KiRf3DHw93Yp239nw4fkcGgwkq8c0lEmVHtdNyKkivH+vOvcfZWCmKh9l+DsdNE3arEpOxVyyfC8xV8lOVgXQPE3IqtLkHHa6AxqjbrsnAeXj+SW5qj8n12H3xH7FoLrs0JVkV7sq6bWrXRWV6fdmPo/3NDtB5imL3eg6u9rNdV3thdV/XugoexkVoGqWbt/YyKGkQflZQXl95f72QDvkQRq9draz4x1A88ipACiSnArKS05FP1m8l+i3q52sCqB5ZFXTKd1BybRa+e8cUZbB5mEp0zA3UH95Pt/U4fnsyF9bE0f+Wj0KQ1OLg1W9X7oVhLIsDhX1c8myaFeGsl6naDefsl3ZinpV/r2ZqgxFu5kGLd71KtrNlHfxbnRpuR6vAE3XL6uaWbZLO6RTh9cEQPn1G07qDDBNvVx79JRUtzE6fsRAx0ZzdIp2SQaVDDMBAMBsZqqAukiaVXXIqehlkGJEp2jXq2w3lawKgCZTuoMSEhJloy7D3AAzn8+q+Nw2s2z3r16Z/791JDN1h648ykPDerzmuaNdUcW7rHe1K7p4V4WSapLfgbLsapeVNGW7YRpW8c7KTADJdMuqeu1sp3iXjFXEYbi6DTP1Wy3cQBNZGB1fFqPjy3K7/rK/1wZIanR8UYyOL8r1Nv7r6gPiv64+INfbGJScCiAZM1X5kFPB8KXNquRUZOKW/7r/lCNZFVAXeWdVZc6pImRVUy2IiImiD6IslixZEuPj4zEyMhI7d+4s+nAg2u38h1/rGJp4wQ6UwXyfX5M8l1XhObzfrnb/8HT5ih7kI6/Ha+d3pTX2/Vyuf6qxkedyv41hFOOG/Ya4iq/NWpun/8G2igW7X1s+9x+dsyrZtfbl+4ftsR3De6wWXUrNi5yj+tyHyfg5DU/a1xFpXwdU4T1OHmb+nBYuXBgrV66MBx98MPbt21fQUUG2qv64bo09nOryYyNP5nQklMWCAxbHcedcGpvvuComXtwz6/NzleyOPu8zqW7nOxs+POfnuv07W+V/Szvvy/whvxj9HtOQp27DS2MjL8z7eqc+rq9b9eKsz39ww+zzyqCuOVWE9+9V5/6jbMxU5aOKf9eDppFTMZee7yW6FO3S5lQRsiqg/uYq2WWRVXV0K9qVNaeKqG9WlSbnsNMdUAtV2DkFaJZBn4/SPJeV9Tmvs6tdv8IdzZL143Xm70p79I2ZXv+wjb55TYy+uT6/M1V/bZb3DpDD0K1Yl/Wudu2F+f5shrXbXYSgHKBovXbNa4Imf+9QN+3RU1KvOk699NvV7p9u+Y+pru/M1f9l1nm93m9X8X346Oo10/5oX9c/4AOz9VotPMtVxG/83e4rhpd1JXE5FUDxmpxVNfX7hjqSUzVP1/cSPXa2S5tTRdQ/q+rkVLIqaJ5+u9plkVX12tmurDlVhKwqwk5301iViTKyMlNvVXtRDjRLmufXQZ/PyvQcPmjJzm53zZHF47Xf70reO95lvdtd16Ld4kxvoqu83gx7bdZMddnxro5huZyj+tyHyfg5DVeWu92V6f1M0ab+nKq+Ixh0U4fHda9VxLsNMHmOq7epuycd/8xI6q9Pu5L4uvbfprp8FR5//d6D+UP+cNnprrxGt54TERFjy+8o+EiykXZAaZBVxDtDSgctWRyfHr8k/j8j18TunXM/rsu4kngdc6oI79+rzv1HGWU9U1WF19HD4O99UH5yKnrptSBUN4PseFe3rCrJezBZFexXp6xqkCJd2qwqbZmujDlVRD2zKjvdQY20WvkOsEZUMyyp8s4pQHP0e57KYieoMjwXzndXu3/1yvz/raMc5rsDZJKvz3vHu9HxQ+Z/HS/tajfnznZDmGvK8o1w1Xe1o/yGteOdkBwgmbSvI7r9IbXJq4XPxc8Dyq/bwFKvFcO9R6q339i5YNp/87Ku/beph5gi0j3+hvmevttq4b0uC002uvWcySGmzse53M7Pf3vylKeeeWhWt7F9TYxur8dzh5wKIJmsZqpkVdP5WUD5yamYaXR8weQpT4NmVUmVNafqXB6aqpNT5Z1VyanKu+Nd07MqO91NYVUmysyOd978AdU18/k1j+ezIp7D51O0m8lud82S9PE6n9+VMu54l/rNeol3vPO6jJny2u2uvXD/vw/D/HeuTmG5nKP63IfJ+DkVo+nBel52LFtVix3BYKYmP67LnruT3NShpSWLFsf473wiRm79Qux8YU9EvDL19fVaRTyr4aVej79u7+3zeLwe/6qX32MtOC3d16Z5vTH61v23M/ZNr1EGYae78ug3sJTFKuK9BpfGXrNu3tc/eTtz5aHr/jTV9fRaQXyu4aU17/t84p3uIqwiPizev1eb+48yG2Smynu1/vw9EOrHc1+99C7Ypcuq5FTJJM2q5FTURZJi3XyzqmHlVBFzZFUpc6qI9FnVmvd9PvVtyKrylybnULqbQkBEmTW5dCfEAUhmGM/jWRbtZlK8a5a0YVpaZSrdDbwyTglLd16X0UtWxbtO0W4mxbv05BzV5z5Mxs+pGElfR3ReP5Q1dyqjXx7x1saWk6gvpbv+PF+W01zDS7NLdxFZFO/yWCk87YJgWTwGpw4wzZRl8a4zwDTraww0paZ0V6y0K4OnHWZKuzr4fAeaEuWh8yzeJVkp/MqPXJ24dBdhmGkYvH+vNvcfZaZ0lx9/G4T6kVVVV/pd7OZXvJNTdZc2q5JTUTWD7GCXZ1aVRfGub1aVQfGuX1aleFc+SncDEhBRdk0r3gluANLJ8zm885z8r16Zz05GHYp3zZL3LpBFFu8y24K+BMU7r8lIY9Di3VxFu5mG9X6liQER5eQ+TMbPqTi9XkcMa1XSOun8zJpcTqK+mv64LsMqzqQz+Z7glv9v1893L91FDFK8a4+uHOAI85X2MdhreKmb+Rbv5irbTfsaA02pKN0VY/T1Lz2W77wv1dclHWQaHX/p+p/9h1TXH5F+oGmgPDTtQNOe/5Dq4ksWLYnx88cTl+4iyjnMVJecKsL796pz/1F2infZ8vdBqDdZVbX0y6l6S5dV1SGnikiXVWVRvOuXVcmpqIJBc6r4/7P379F21fW98P/Jbi4tZMcINMkWTE0gUlGEkEUrKSXgYzjYPkPaQk3RPiKDExxw+FXLOUdIREIfpDlaD5AqPq1HTEGjo/Zo0lKEEiINHAV0hUtLbIBh5NLdJCYhcedCshOzfn+Evdj3vea6zjnX6zXGdySZe+255l7rm7nmfO/PZ85ofFZVTeNd4qyqisa7pFlVXhrv8pJVabqrkoCILMh7453QBqA29d6HD7df1nhHljS78a5uzXb9taDxzjEZ1UradFdps11/Gu8qJ+fIPu9hZbxOrZX0OMIv5wca7vVq9+Yk8sm8bs1VnElmxHOAYQqa6tF0l8Yipj5Jr3o/b1zyvDBxQVMVv9FW0FQ5TXfNUy5gGqyOjXflAqb+GlTMNOvPjj7XuPWJVn9UhcVMxdkXREREYVOyfU2Sprvld14SERGbT/5WoudoljzkVBHO37PO+0cWaLyrnd8RQvuQVaXfsOcBiRvvKsuq0pxTRTQ+q6qm8S5pViWnIq2Gzarq3HhXa1aVpOmu6qwqQdNdtVlVkqY7WVXjabqrkoCIrMhj453QBqB+at2HV7JPbmTjnaY76q3RjXfxe/+/xq4/oimNd804xqQ9jNV4V02jXX/NPFfJekgk58g+72FlvE6tl/Q4wi/nRz/v0pyUf4XNz5T/Xpx9Rgu3pHnM6+rYXzZHRcf9gwqaRm66ixitmCntBUz9Jb3qfaOKmfqOMwrzkueRipkqp+mu8UZstuuvxsa7YQuY+qtj411fAVN/9W686ytg6i9JMVMlTXd9BUz9KWZqHOfv2eb9Iys03lVH3Vb76j//zQPGYn/ZHGMe+9ex8U5WdVSSprtqsyo5FWkzZlZVh8a7emZVSXOqiPo23g2XU0XUt/FuuJwqQlbVKJruqiQgIivy0nTnRB2gcarZjyfdL2u8I0sa0XhXnH3O0XW/u7F3f4yIxjbdPXz0j2Kn/3fUz+DGu1ob7QbTeFcZOUf2eQ8r43VqvUY23fWdp+Thl/mVnnNpTsqn/o12g7VD4515Xb1K939TXz9u3f2A4o1KJD7OT9R0FzG4mClLBUz9Jb3qfT0b74Y7vtB41zia7hqjoka7wZIWNB17drLH19h4N1IRU596NN6NVMTUp9Jipr6muyl/OyWu/aNPD/jaSEVMfRQzNYbz92zz/pEVjWy6y1NOFaFuq50lbVyBPnKqxkl0rJ+46S5CVjW2pDlVhMY7sidxVlVF410js6qkOVVE7Y13Y+VUEbU33o2VU0XIqhpB012VBERkSZYb75ycAzReNUWsSTWy6S5C4x31Va+mu75GuyHrz2Lj3cNDF2m8I0ua9UvtdgmISCfvYWW8TulQz8a7kc5RslrQ9Oqltx79yz//c0WP15yUD6M12Q0n74135nVtRtv/TR3meFVB08hqOr7vV9A0dtNdRHH2+6p/rgyrtfFurGMKjXeNoemuvjp+6+i+5m27qvjmCouZDs87WsA0flMVz5Gw8a701Xckenw1jXfFf0l2PlFJMVP/prs9h/dE/PwniZ4jjcVMWc6pIpy/Z533jyypd+PdcFlVVnOqiORZFfnQjBoS2oOcqr6qPsavovFOVjW2pDlVhMY7sqHqrCpB013VWVWDc6qI5FlV0pwqInnjXdKcKkJWVW+a7qokICJrstR452QcoPmacXUyd7sjS2ppvBup2W7A+rPQeDdMo91gGu/IEo13o5NzZJ/3sDJep/SotfGukvOULBU0lQuY+qugmElzUj4kbbqLyHfjnXldu8H7v+GKmPpT0DRQ3Y7pXy9oGq3prl0LmPokbbqLiNhQSthso/Gu7jTd1UdfAVN/9W686ytg6q8RjXcv/tEbBUy/dmGyVScpZKqmiCkiWdPdvilTIvbsicl3Zr/pLiK7OVWE8/es8/6RNfVovBsrq8p8ThWh8a6NJJ2vav0YjZyqdnU5rq+w8U5WlSxHSppTRWi8I52Gy6ki6tt4N1xOFVH/xrtacqqIyrOqanOqiMqb7vb+8dE/k+ZUEbKqetN0VyUBEVmU5sY7J98ArVdNEWtSGu/IkiSNd5U02g1Zf1ob7ypotutP4x1Z0cxfaGcxJJJzZJ/3sDJep3RJc1bVLCMWMfUZo5hJc1J+uNvdG8zr+phdSHbOqaCpAcfxozTdtXsBU3+VFDNVU8DUJ0khU3HD0edp5PHDVy4aHxER//mBww17jkbTdFebkYqY+tSj8W6kIqY+9Wi861/ANFg9G+9qKWDqb7Ripr1/HBGdnXFszxtNdxHJC5oUM9WX8/ds8/6RRXKqCnKqCI13bcTd7qgnOVV16nosP0rTnZxqoLGyqlpyqojKsyo5Fc0wVk4VUXvj3Vg5VUTtjXf1zKkiUpJVDaLxrrU03VVJQEQWpTEgctIN0H403pElYzXeVdNsV1532pruEjbb9dF0R5ZovBuZnCP7vIeV8TqlSxqzqmaoqICpv1GKmTQn5YvGu6PM6/pQzFSZhh+3f+t/DGi6e3jmeY19vowarpip1gKm/kYrZuorYBqsnscQfQVMg9W7oKn/fN7cwP/Tmu6Sq6SAqb9qGu8O7072+Goa7158f+WPrbXxrl4FTP0NLmYaUMA0TNNdhMa7VnL+nm3eP7JITpWAxru2ofGOepFTVa6hx+6DGu80241scFZVz5wqInlWVe9jiOGyqkY03jUrqyKZpDlVRPKsKmlOFZE8q2pkThWRgqxqGBrvWkfTXZUERGRVGkIiJ9kA7a2RTXcRGu+ov8GNd7U02g1Zd6sb76pstBtM4x1Z0qxfauc5ICKdvIeV8TqlTxqyqmaZ/c8fjIiI4hcTNkppumsrGu/M63qqd0HT7J98sPz3Rv6itu9YupGFGPMveltERGyNyxr2HH2efPJJczoFBhczjdRs11+txxAjNdv1V2tB02jnno36P6TprnJTXn9/9iY89UhSyFT82dG5fObEZPv8JIVMxdlHn+OEU5M9R9KCpg1faPy5wa+P9Nk4QtNdRD4a77KWU0U4f8867x9ZJaeqkKa7tqLxjnppROOdrCq5ZnzWUZmkWVU9jiHGyqrq0XjXiqyKylSbU0VUnlVVm1NFVJ5VNSunimhxVjWCvDTeZS2r0nRXJQERWdaKkMhJNQD9NaLxTrMdWdWSxrs6Ndv1p/GOLNF4N5ScI/u8h5XxOqVTngua+gqYBqtX453mpHxq98Y787q+ai1o6l+8NFi9f1E73PFzvQsx+gqY+mtEMVP/zzZzOtuSHkNU0mg3WNKCpiTnmo0oZtJ0N7opI7w/9Wy86ytgGqyejXd9BUyDJSloqrSYqRkFTH0a2nR3zKsREbG566FaNrFhspRTRTh/zzrvH1mW55wqYvisSuMdo0k6X9UIMpp6NN41K6sa6fi5nufZw+VUEfXPqjTa5Uc1xxBJs6pqGu9anVUxuuGyqno33g2XVdW78W64rKoROVVESrKqESRqupNV1Y2muyoJiMg6B9IAtFo9Gu802pEXTWm8+37jn0LjHVnRzF9oZyUkknNkn/ewMl6n9MpbQdNIzXb91aPxTiNHfo3ZePfLV5b/WnxLvo7Dzev6S1rQdFyCX9rWo5hprGPmehRijFTE1KcexUwjfZaZ09lW6fHD7HOPzuOlk/8i8XNUWsz0s//r6HO8Z0Ky9de7mEnT3fBGarbrr9bGu5Ga7fqrtfFupGa7/upV0NTMAqb+hi1mGqXpLmKMgqbXC5j6U8xUO+fv2eb9I+vyllNFjJ1VabxjNO52Rz01MqeKqD2rquSYudbz7LFyqojasyr1wfmUZH9cbVaVpOkuLVkVwxsrq6pH491YWVU9Gu/GyqqynlNF1LnxbpicKkJWVStNd1USEJF1DqoBSINqG+8025E3jWy6K/7L0f8vhT2Nb+zTdEeWaLwbSM6Rfd7Dynid0isPxUyVNNoNVmvjnUaOfBvSeNev0W6wPDXemdf1V2kx0+bX98WFJ96caP3VFDMlPUauphCjkgKm/qopZqrk88uczr7RjiH6Cpj6q3fjXV8BU39JipmS/P+ZPf3oc23eNvL31Np0N/uit7++Xc8n/t60qaTRbrCkBU07nkv+GZ+0oOnp3mTPkaSYKWJoQVMri5j6DClmGqPpLmKYgqYRipj6KGaqjfP3bPP+kXV5yKkikmdVGu8YjcY76qXROVVE8qyqmmPkpFlV0pwqInlWpSa4PSTNqSLq23g3XE4V0ZisqpKcqlZ5yqkikmdV1TTeJc2qqmm8S5JV5SGniqhD490YOVWErKoWSXKOjiZtE9AEhYQ7ZwBotX/bWSwPyJu+xrh6r7P/epvRENeMxj6oF7/wA0iXZmRVjdj3v3rCwvJoqH/+Z0VMbag4+4yjjXZ9YxSF/3Aszsg2j1Fws7lYHPCY4m/uGuXRtZn9+Adj9uPJm5QTPUdpScwuNfaXtC/uOTpoD8N9zs8+d8mIhUx/vve/J36Or1w0fsiyn/1fS0YsZHr8UOXrHqtoYfb0JeXRf1k9zb7o7eXRf1lWNeP4b8dzxaoa7pJ4ureYuOEuInlx1UsPHi1g6htpsKmKYtS9/+XkowVMfWMMs7e8r5pNAyAFsppT9a1XVkUjJJlTzb6TI9kip6o/OVV7SZpTRSTPqpLmVBGNyar6/7ve8pRTRbR3VpWHnCoieVaVNKeKkFU1izvd9eOqTOSFq1sA0Gpj3e1Okx3tpNY73lXSvOeOdzBQs37xl/YrM8k5ss97WBmvU/pl4Urio/3SqvC/k191d9SriI9RvOTuSfmXtJkuD3e8M68bZ/CVxMcqckpyJfHRriA+YvHSzSdXvP6I0a+APFLx0oz3fzPRc4x2BfGRipfG+qW+OZ0fhV9Ptk+u5o53HziUrAiqlquIV1KwNNyVxJPc6a6SgqUsXUl8uOPAt1VRlD/aVcTrVbw02lXEq2m0G04lVxJvdDFWLQZcQXyMO939x+t/vn3ljxI9hyuIV8/5e7Z5/8iLLORUEfXNqmrJqci/pPPVBTAZTSNzqogqsqqEOVVE8qwqaU4VkTyrSvM5GPWVNKeKSJ5VJc2pIhqbVdXjjndjZVVZyqki6pNVyanSo9K73VWbU0XIqqqVJOfQdNePgIg80XgHQKsNbrzTaEc7q6bxLumd8jTewRuaebXNNIdEco7s8x5WxuuUDWksaEpSIFKXxrsKi5g0crSHJI13mu6op1qLmSq6UniNjXeVXCm81sa7Sq4UPtov683p/Ghk091TpaNFTMsOJ3qKRIVMR58o4eNjaEHTWE131VwZPO0FTWMdC9aj8a4RRT+DC5rqVcTUZ7RiprQXMfUpFzMN03T3HyN8j8a75nD+nm3eP/IkjTlVRGOzqmpzKtpDkvmq6Y56a3hWVYfGu7Gyqno03o2VVWXlfIzaNLLprtqcKqLxWVU1jXdJs6q051QR9c+q5FTpMVrj3XBZlca75tB0VyUBEXmi6Q4AID2SNN0lbbYrP4emOxhA452cIw+8h5XxOmVDmoqZqi0Mqarx7tJdib9HI0f7aKfGO/M6XZIWM8X2Kp4kaUHT/cmfImlB0+N7Rr6K+EhG+sW9OZ0v9Wy86ytgGqzejXc/3/LG39+0Ndm6Iypvupv9w9eLF296OvlzVFjMNPvDR59j86qR71hQL0mPA6tpvHsxB7+jHVzQlKUipj6/XigMaLr7jwrOFTXeNZ7z92zz/pEnacqpIpqXVVWTU9E+NN7RKolzqojkWVUVjXdJs6pqGu+SZlVZPDcjuXo33g2XVTWi8a6WrCpJ0121WVWSprs8ZVVyqvQY3Hg30oWh+mi8a7wkOUdHk7YJaLJCFb8EAgCgMcZqpCv+S7E8qn6OJjTENaOxD+rFL/wA0qUZWdVY+/5XT1jYtM+H4qW7FDIxpiSNdEka9GAsxd+sbP9U/M1dFT+26m258cYo3nhjQ5/jH7+yL/7xK/sa+hxkW3FTskzlz/cOLVZ6qvTfR2y4i4j4s/HJtunxQ0OX/XzLG2PA8hnJ1h0RMXv66IUOs3/4wTeKmCIi/t8zkz/HGFccn/3hD5aLmPr+3Qizf21JeSSVpDDpxWIxF4VMEUeLl/qPLNpULEZfjV+ltX7PX3F2oueYveV9iR4PQHqkKadqRlYlp6ISSeZiMy98Sf4lyZ5kVbSDpDlVRPKsKmlOFdHYrKrSnKqWrKrSnCrtWVWl5FTps6lYjP+IKI+xJM2pImRVjeROd/24KhN55I53AADpMfiOd7U02Y34HO54BwM06xd/abwyk5wj+7yHlfE6ZUsrriRez+Kl0a4gXq/iJXdPai9Jm+myesc78zp9RruK+HDFS4V/rOKq46NcRXy44qXCb30m8VOMdhXx4YqXTlj0nxM/x3C/yDen8ynplcTff2zy50h6JfF37Kj8sbXc8a7vTndTPvvT2NM7SvlAHe54N1bBUj2uIj5a0VJxX/LP0tGuIp6XAqY8mnrBBXFyT0/8ZMqUOFLhuWKlVxEvnj4uItJbcJ7GnCrC+XvWef/Io6znVBHNyapoH0mPbVwAk3pqeFaVMKeKSJ5VJc2pIpJnVVluOCGZau54lzSrquaOd43Mqgbf8W5Ak91IarzjXSWNdWnLquRU2TUl4cU/ktztTlaVXJKcQ9NdPwIi8krjHQBAe9F4B29oZqCUtpBIzpF93sPKeJ2yJ+tZ1eBipnoXMGnkaD9jNd5ltdGuP/M6nQYXM411pfB6NN6NdaXwejTejXWl8Ho03pnT+VRpMVPfFcc/PS95/lJpMdP4Z44+x5wTkz1HNY13ce9PonPiuOi5ftbYTXcRVTXexfFnJnp4NcVMSa4OXo/GO0VM6de3r07SdBcxekFTXwFTf4qZKuf8Pdu8f+RV1nOqiMZnVbSXsY5tNNrRSA3PqhLmVBG1N95Vckc7jXcMJ0nTXbVZVZKmu6ZlVff+JOE3RPKsKmFOFZE8q0p6F7taG+/kVNlRz8a74XKqCFlVpTTdVUlARF7lISACAKByjWy602xHFrVr452cI/u8h5XxOmWPrGp0Gjna0+DGuzw02vVnXudHNY13xcMrkz1HFY13xe6vJHp8rY135nR+jVbQ1FfA1F+9G+/6Cpj6a1gx04zX//xfjWu6mxM3RUTEC8f/Q8XfE5GskGn2lvcd/ct7zk70HNU03pEt1TbdRQwtaBqpiKmPYqbKOH/PNu8feSWngqEafYdGqKekWVXSnCoieVaVNKeK0HjH8JLmVBH1bbwbLqeKSJZVVZNTJVZhVlVtThVReVZVbU4VIatqJ7U23o2VU0XIqiqRJOfoaNI2AS1USLhzBgAg2xrRGFfsLGq4I7P8MhAgXWRVMFTxLcUBA9Kq+H9XfseE4v+9K9Hjq1H81WIUf7Wx/2d2PFdUyNRGhitYKm4qjljIdMuG5HPjz8YPXTb+meKIhUwvdCd7jp/PGOMBM+KNQqaIiMUnj/TI4f2/Z4765TlxU3mUl+38QKKnmP3hD47+9S3vK4+yx0e+6jPtrWf9+sTf8/wVZ0fx9HHlAUB+yalgqFdPWDhgQB7IqciipDlVRPKsKmlOFZEsq2p4ThVRcVZV/nfCnCqi8qyqTE7FKHoSXvhDTtV67nTXj6sykXeuzgQA0F5qveOdJjvypllXckrLlZnkHNnnPayM1ym7ZFXDc/ck8si8zp/RriI+bAHTmjXJ1j/KFcRHLF56+ulEzzHaFcTHKl4ypxmsmjveJSmCSnq3u4hhriQ+SpFT57jO6JneU9md7voMuop4/+KlkdR6x7sBxUsjSXAlcVcQz7f+++rJZ51V8fclLXzq4wriY3P+nm3eP/JOTgWQXY3OqSKqyKoS5lQRtWVVMFjSrCpps17SrCpJThURdbnj3VhZVT3ueDdmVpXwjneyqvZR6d3uqs2pImRVY0mSc2i660dARDsQEgEAtJdqGu8025FXzQyU0hASyTmyz3tYGa9TtsmqhtLIQR6Z1/k0uKBpzKuF19h4V9GVwmtsvKu0gMmcZrAkhUzV3B0vosrGuwofV1XTXUTMuSn5lcETFzR9/tXEz6Hxjoih++rRiplqKWDqTzHT6Jy/Z5v3j3YgpwLIrkbnVBFVZFV1aLzTbEe1Ks2qqs2pIqpovEv6BFU03iXNqqppvEucVWm8YwSyqtZKknMMc1NQAAAA2pFmO/Lu1RMWNi1Q2vzA8lSERAAA0ChjFi8N9nu/l6igqfj9G49+TxJnnpmooGnH337l6PdAjW7ZUBy1mKmWAqY+L3QXKy5meqH79eerolGvIm87+fW/vLMx64+I+Gzfc/yocc8REYVjC4qZ2kRPsTikmKleBUxpJ6cCACDvGp1TRVSRVSXMqSJkVdRPmrKqqnOqxSdX3ngnqyKDZFXZyao03UGbKRQKrswEANBGip3FUe92p9GOdtPMxjsAxiarAmBYSZvtqqGAiTobrpipHgVMlSoXMPVT7C5GIUlB00fPiPjy0yN/vVzA9Ppz3rMx5nwkWTHTnJ0fGP0q4p8d+Bzxi7MjfilhMdPjPxrzKuKKl9pTowuX0pw7Za2YCaAV5FQAjEhWRQalLatKnFNFjN14V2NWlTinikieVVWQU0XIqtpVO2dVWTIuIkqt3oi0SHKLQMg6IREAQHsZ3Hin2Y5216xQqZXFTHKO7PMeVsbrlA+yqjd0dHTE3Llz46mnnoojR460enOgLsxrBhjtKuL1KmAa7SridShgMqdppcFXEB+u2W6wsQqaOsd1Rs/0npiybUrsKe0ZWsz0tmEKjPpvU8LGu4gYWtA0XBFTf0kb7yKGFDQpXmovrdxXp7mYSVZFtbx/tBM5FUAbyUFOBa2WNKtK3HgX0fCsKnFOFZE8qxqm8U5WRbOkNavKSk6l6a4fARHtRkgEAAC0q2YGSq0KieQc2ec9rIzXKT9kVUdp5CCPzGuGGFzQ1IirhQ8uaKpjEZM5TRaNVtA0pOkuIiLhaXNVjXdf2ZjsG6povCuePi7x95APzd5XX1m4uvz31Q/8QcOfrxayKqrh/aPdyKkA2kjGcyrIoqoa7xqcVSXOqSISZ1VyKpopK1lVFnKq8U3aJgAAAIDUePWEhU1rvNv8wPKWXp0JAABSpxHFS4MpXoKqFF+/Gnkhqih+qtB34mgR0+kNewZFTDRH/+Kl/n7/ou+kuphJVgUAAP3IqSDVGp1VyanIkyxmVVnIqTpavQFA6xQKjftlGQAAQNq9esLCVm8CAP3IqgAAGqevQGk06/9j/RuPPy3Z3V1euGf0q4F/JzaWR59//c+JniLiF2eP+uXi6ePKAxrlysLV5TGa37/oO03aIgAaQU4FANA4Y+VUxe5ieZSXNSir6pM4p4qoOKuCRumfU8mqGkfTHbQ5IREAANDOmtV4t/mB5U15HoCsk1UBADTOcAVNxe7igGa7AV+rQzHT4AKmwerReKeAibRKczGTrApgbHIqAIDGGSmnGq0hr9FZVb0a72RVpFVas6q051Sa7gAhEQAAQBOkPSQCSAtZFQBA4/S/Ungld7+rpphpuLvajaaaxjt3taNV7ir+f63ehLqRVQGMTU4FANA4SXOqiMZnVdU23smqaAU5VXNougMAAADaWrPudheR7pAIAAAAalE8rZi48Cnxc5xZjOKZjX0OGEuSgqa0XkG8j6wKAACAvJJV0Q6SNt6lOatKa06l6Q6ICFdmAgAA2lszG+8AGJusCgAgPcYqThpcwHSwmLzQaKyriCtgIm3y1HgHwOjkVAAA6dLorKrSnEpWRVrkqfEujTTdAWVCIgAAoJ01q/EurVdmAkgbWRUAQHoMV8w02tXC69V4p4CJvEhzMZOsCmBscioAgHRpdFYlpyLv0ppVpTGnGt/qDQDSpVAoRLGKX4IBAABQuc0PLI/ZFy1p9WYApJ6sCgAgPca6ivhgB4vFmJSwQP1f/3N1DXvQCncV/7+4snD1mI8p27G2wVtUPVkVwNjkVAAA6dLorEpORZZUklP1Pa4spVlV2nIqd7oDAAAAeF2z7nYXkc6rMwEAAEA9JSlMOlgsKmQicwYUKvVb1jf6a2buVA1ZFQAAABwlpyKLhsup+pZnLatKU07lTnfAEK7MBAAAtLNXT1gYx6X0ak4A7UhWBQCQbWNdRVwBE1k3UkHTcOROANkmpwIAyDY5FXmXJKeKkFVVwp3ugGEVEtw+FwAAIG+adTWnNF2ZCSDNZFUAANk2XMGSK4bTrlxFHCDb5FQAANkmp4KB0ppVpSWn0nQHjEhIBAAA0HhpCYkA0k5WBQCkzcfnFeLj8xyjVKqveEkRE6SbrApgbHIqACBtjtux1t2qEpBTQTakIafSdAeMSkgEAAC0q2ZeySkNIREAAACVGdxsp/EOSCqtVxDvI6sCAADIhsHNdhrvgGqkOatqdU6l6Q4AAABgBGkOlQDakQtEAQCtNNqd7TTeAUnJnQCyTU4FALTSaHe203gHVENWNTxNd8CYhEQAAEA7a1ao1OorMwFkhawKAGimvka7SprqNN4BSaW5mElWBTA2ORUA0Ex9jXaVNNVpvAOqkdasqpU5laY7oCJCIgAAgMZTzARQGVkVAACQZUkKJVtJVgUwNjkVAJBWaT/nBNIjC1lVq3IqTXdAxYREAABAu2rmlZwUMwEAAKTHig3FRI93tztgJFkoXhqOrAoAACAdqqlbyNo5KNA8WcyqWpFT1dR0d8MNN0SpVIrbb7+9vGzatGmxcuXK6O7ujn379sX9998fp5xySsXrXLRoUZRKpVi9evWA5cuWLYtSqTRgbNmyZcj3L1u2LLq7u2P//v3x8MMPx2mnnVb9DwgMofEOAABoV81svANgbHIqAKBZNN4B1cpi8RIAycmpAIBm0XgHVKt/TmW/ULmqm+4KhUJcddVV8cwzzwxYvmbNmpg9e3ZcfPHFMXfu3HjppZfioYceimOOOWbMdc6cOTM+//nPxyOPPDLs15999tmYMWNGeZx++ukDvv7JT34yrrvuurj22mvj7LPPjq1bt8batWtj8uTJ1f6YAAAAAGXNarxzBXGAyihoAgCaReMd0M5kVQBjk1MBAM2i8Q5oZ83Oqapqujv22GNj1apVsXjx4ti1a1d5+Zw5c+Kcc86Jq6++OorFYjz//PNxzTXXxOTJk+Oyyy4bfUM6OmLVqlWxbNmy2Lx587CPOXz4cGzbtq08duzYMeDrn/jEJ+LWW2+N1atXx8aNG+Pyyy+PY445Jj70oQ9V82MCIxASAQAANJ5iJoDKyKoAgLRZsaGYuEkPyKdmXcCpGWRVAGOTUwEAafTqCQtzdX4KVCdP+4Fm5lRVNd3deeedcd9998W6desGLJ80aVJERBw4cKC87MiRI9Hb2xvnnnvuqOu86aabYvv27fHVr351xMfMmTMnuru7Y/PmzfHNb34zZs2aVf7arFmzoqurKx588MHyst7e3li/fn3Mnz9/2PVNnDgxOjs7BwygMkIiAACgXTUzhFLMBAAAkB5jNdJptgOGo6AJoL2oqQIAmmGsc82+Rrs8nZMCtcvTPqFZOVXiprtFixbFWWedFUuWLBnytU2bNsWLL74Yy5cvj6lTp8aECRPi+uuvj66urujq6hpxnfPnz48rr7wyFi9ePOJjnnjiifjIRz4S/+k//adYvHhxzJgxI37wgx/EcccdFxERM2bMiIiIbdu2Dfi+bdu2lb822JIlS6Knp6c8uru7x/z5gTcIiQAAgHaVpxAKIA/kVABAswzXVKfZDgCA/mRVAEAzDFe3oNEOGIt9RDKJmu5OOumkWLFiRfzxH/9xHDx4cMjXDx8+HJdcckm8/e1vj127dsX+/fvj/PPPj+9+97vxi1/8Yth1Tp48Ob7+9a/H4sWLY+fOnSM+9wMPPBDf+c534tlnn41169bF7/7u70ZExOWXXz7gcaVSacC/x40bN2RZn+XLl8eUKVPK48QTTxz15weGEhIBAADtqlkhlCuIA1RGTgUANEtfk51mO6BSeSpmklUBVEZWBQA0Q/872uXp3BOgEs3IqRI13c2bNy+mT58eGzZsiEOHDsWhQ4fi/PPPjz/5kz+JQ4cORUdHRzz55JMxd+7ceNOb3hRdXV3x/ve/P44//vj46U9/Ouw6Tz755Jg1a1bce++95XV+5CMfiQ984ANx6NChmD179rDft3///vjXf/3XmDNnTkREbN26NSJiyF3tpk2bNuTud316e3tjz549AwaQnJAIAACgsRQzAVRGTgUANFrh35ZH4d+cowHJ5an4UVYFUBlZFQDQSMftWBvH7Vjb6s0AMkhOVblETXfr1q2Ld73rXXHmmWeWx49+9KNYtWpVnHnmmXHkyJHyY3t6emLHjh1xyimnRKFQiL//+78fdp2bNm0ass5/+Id/iIcffjjOPPPMeOWVV4b9vokTJ8Y73vGO2LJlS0RE/PSnP40tW7bEwoVvvPkTJkyIBQsWxA9+8IMkPyYAAABARZoZQilmAgAAaI2+Rrv+zXYa71qvcGIhCicqZIdWkVUBAAC0xuBmO4136aAJkqzReFeZ8UkevHfv3ti4ceOAZfv27YudO3eWl1966aWxffv2ePnll+P000+PFStWxJo1a2Lt2jd2IHfffXd0d3fH0qVL4+DBg0PWuXv37oiIAcv/4i/+Iu699954+eWXY9q0aXHjjTfGlClT4u677y4/5o477oilS5fGCy+8EC+88EIsXbo09u/fH9/4xjeS/JhAFQqFQhSLxVZvBgAAQNO9esJCwSlAisipAIB6GauxrvBvy6P4jiVN2hr6DG60K5xYiGK34z+yQY4E0H5kVQBAvYx2PnncjrW5aqDJiuHeE+8FWSKrGluiO91VoqurK772ta/Fpk2b4i//8i/ja1/7Wlx22WUDHjNz5szo6upKtN6TTjopvvnNb8Zzzz0X3/nOd6K3tzfe8573xMsvv1x+zOc+97m444474ktf+lIUi8U48cQT48ILL4y9e/fW5WcDRlcouJIkAADQnpoVmLqCOEBl5FQAQLWGu6vdWI+nOUa7s5073pEleSq8k1UBVEZWBQBUq+/uaZU0xWicaZ6x3hPvBVmSl6yqUTnVuIgoNWTNGdTZ2Rk9PT0xZcqU2LNnT6s3BzLL1ZkAAIB21MzQdPZFY99JQc6Rfd7DynidGE0Wc6qOjo6YO3duPPXUU3HkyJFWbw7UhXlN3pjT+XTa64XQx3ztksTfm/W73aV5TidtpnPHO/qkcV5P/fU35nPH/8lXs5qsKv+8f1AfWcyqAIDWqLb+IC/NM2lUzXvi/SDN8ppV1Tunqvud7gAAAADaUTPDUlcRBwAAqI/TCoVyw11ExP7/59uJ1+Fud8BIpv56oTz6O3Jutpt1B5NVAQAA1C7JXe1GWwfASNohq6p3TqXpDqi7QiHZFScBAADywlXKANJFTgUAjGRws11/Gu/SI+md65LeGQ8aYaTipcHyVMwEQGVkVQDAcGpttBtufdRfNfUg3gtarX9OJauqjqY7oCGERAAAQLtqVuOdK4gDVEZOBQD06Wu0G6nZrj+Nd+mh8Y48y1Mxk6wKoDKyKgAgoj53tRtr/dSfxjvyLi9ZVT1zKk13QMMIiQAAABpLMRNAZeRUAECjFd+xJIrvyEdBQhppvCNLdm9KNl+TmN3TFbN7uhq2/lrJqgAqI6sCABrp1RMWNu1iwe1I4x1ZIqeqnaY7AAAAgDprZoCtmAkAAKAyPy4mKzAY6253fY12mu0q9+/zCvHv8xpbZF7sLiZu0oN6S1LQNNYVxPsKmPoXMbVDQRMAAECeNaKmQLNdco2822Af7wutlrTxrtKsqv+/06oeOZWmO6ChXJkJAABoV0JTgHSRUwEAEfVpvNNol9zgZrtqGu/GaqTTbEfa1Np4N9bVwtNc0ATA2GRVAEC9ago0dSXT12jXv9kuaePdWK9333vifSEt6tF4N1pWleecStMd0HBCIgAAoF01K0B1BfGIG264IUqlUtx+++3lZdOmTYuVK1dGd3d37Nu3L+6///445ZRTKl7nokWLolQqxerVqwcsX7ZsWZRKpQFjy5YtQ75/2bJl0d3dHfv374+HH344TjvttOp/QKAu5FQAQER1jXfualed0e5sV6/GO8125MWRc5cMe1e70aS1oElWJasCKiOrAgCqrSnQ1JXcWHe1q0fjnfeEPEmaVeU1p9J0BzSFkAgAAKCx2rmYqVAoxFVXXRXPPPPMgOVr1qyJ2bNnx8UXXxxz586Nl156KR566KE45phjxlznzJkz4/Of/3w88sgjw3792WefjRkzZpTH6aefPuDrn/zkJ+O6666La6+9Ns4+++zYunVrrF27NiZPnlz9DwrUhZwKAEjix8Vi4ia9dtfXaFdJU121jXf9B6RZJVcRP+W7q8ojT2RVsiqgMrIqACAJTV3JDHdXu7Een0T/5kfvC2lX6d3u8phV1ZJTaboDAAAAaKBmBqvtWMx07LHHxqpVq2Lx4sWxa9eu8vI5c+bEOeecE1dffXUUi8V4/vnn45prronJkyfHZZddNuo6Ozo6YtWqVbFs2bLYvHnzsI85fPhwbNu2rTx27Ngx4Ouf+MQn4tZbb43Vq1fHxo0b4/LLL49jjjkmPvShD9X+QwMAADUbq5EuT81283YWygNovuEKmkYuXpqQeP1pvYp4hKxKVgUAAFRirJqCvDV1JW2EA+pnpMa7emVVecypNN0BTePKTAAAQLvKS/idRnfeeWfcd999sW7dugHLJ02aFBERBw4cKC87cuRI9Pb2xrnnnjvqOm+66abYvn17fPWrXx3xMXPmzInu7u7YvHlzfPOb34xZs2aVvzZr1qzo6uqKBx98sLyst7c31q9fH/Pnz0/08wGNIacCACKGb7zLS7PdSI12zWi8O2lDstevmrvdQdbs3lRMcJXwfDXetRtZFVANWRUAMFxNQTs02jW68a6a108zIHk3OKeqd1aVt5xqfKs3AGgvhUIhijn4RSUAAEBSr56wsCnh7OYHlsfsi5Y0/HnSYNGiRXHWWWfF2WefPeRrmzZtihdffDGWL18eH/vYx2Lfvn1x3XXXRVdXV3R1jRzwzZ8/P6688so488wzR3zME088ER/5yEfi+eefj+nTp8eNN94YP/jBD+Kd73xnvPrqqzFjxoyIiNi2bduA79u2bVv82q/92ojrnThxYrkAKyKis7NzwJ8Mz+tEtS644IJYv359qzdjiI6OjgF/Qh6Y1+SNOZ0vm558csC/s/yuzn11wRv/+KWRj4/n7b4gnjrujeOgRszpmU89Gf8xd8HYD3zd1nkXxFueSt+xGdmVxn115/gkJTrjI+JwovWfsX9m/Evn1kTf0ww/Xfs/491/cHNbnLfnKasaKacCGkdNFQCQlwa7iGSNa8ftWNvQn72aWo1GbxNkz4SIOFTxo2f3dMXmKVsatzlVqqamStMd0HRCIgAAoF01s/HujD/884Y/TyuddNJJsWLFirjwwgvj4MGDQ75++PDhuOSSS+Kuu+6KXbt2xeHDh+Ohhx6K7373uyOuc/LkyfH1r389Fi9eHDt37hzxcQ888ED5788++2w89thj8ZOf/CQuv/zyuP3228tfK5VKA75v3LhxQ5b1t2TJkrj55puHLO/u7h7xe3iD14m8OeOMM1q9CVB35jV5Y06TPj0VP3LuMMvqPafnJtie178B6i5N++qeue07yXt6rmv1JjRc3rKqkXIqoLHUVAEA7UrjHTRXcfapUdj8XEPWncZmu/6S1lRpugMAAADIoX/5zs2t3oSGmjdvXkyfPj02bNhQXjZ+/Pg477zz4tprr41JkybFk08+GXPnzo0pU6bExIkTY8eOHfH444+PWLRw8sknx6xZs+Lee+8tL+u7Iv6hQ4fi1FNPjc2bNw/5vv3798e//uu/xpw5cyIiYuvWo1eVnzFjRvnvERHTpk0bckXx/pYvXx633XZb+d+dnZ3R3d0dJ554YuzZs6eSl6UteZ2oVdrudtfR0RFnnHFGPPPMM3HkyJFWbw7UhXlN3pjTpNmAu92Noe9ud42c05Xe7e6c3Uf/fOmn6To2I7vSvK9e8OILCR498t3u0nhXu9GM+6WJ8WsXXNvqzWiYvGVVI+VUAAAAlWjWBYmB6iVvvBv9bndpb7brL0lNlaY7oCVcmQkAAGhXwuX6WLduXbzrXe8asGzlypWxadOm+OxnPzugoK6n5+jdFU455ZQoFArx6U9/eth1btq0acg6P/OZz0RnZ2d8/OMfj1deeWXY75s4cWK84x3viEcffTQiIn7605/Gli1bYuHChfH0009HRMSECRNiwYIFcf3114/4M/X29kZvb++Q5Xv27NFMVgGvE9U666yzUplTHTlyJHXFwVAr85q8MadJow1TH455OwsVPXbu9rNiw/FvHAc1Yk7P2PBw/Pu8kbfn3N1H/+y7z9LMWWfFiz9J37EZ2ZXGffXDM09OWNA0sJipr4Cp9Is6bhQ1y1tWNVJOBTSemioAIC+S1ka42x00Xz0a77LUbFcNTXdAywiJAACAdqXxrnZ79+6NjRs3Dli2b9++2LlzZ3n5pZdeGtu3b4+XX345Tj/99FixYkWsWbMm1q5947W/++67o7u7O5YuXRoHDx4css7du3dHRAxY/hd/8Rdx7733xssvvxzTpk2LG2+8MaZMmRJ33313+TF33HFHLF26NF544YV44YUXYunSpbF///74xje+Ue+XAqgDORUA0K7m7SzEU7/6ZEOf46QNxSGNd33NdsN528kFjXcwwITYPOXlVm8EY5BVAfUkqwIA2pXGO8iC9sqqNN0BLSUkAgAA2lUjG+9mX7QkOjs7o6fnuoasPyu6urritttui+nTp8eWLVvinnvuiVtuuWXAY2bOnJn4ivcnnXRSfPOb34wTTjghtm/fHo8//ni85z3viZdffiNU/NznPhe/8iu/El/60pfizW9+czzxxBNx4YUXxt69e+vyswH1J6cCAPJiw/HFiu92FxEx99UFEdHTuA2Ko413bzu58m3SeEfeVXIV8Rff/+Hy3498f3mjN6mhZFVHyaqAJGRVAEAepLHJLY3bBK1U6d3u8pJVJc2pxkVEqbGblB1HX7iemDJlSuzZs6fVmwNtQ0AEAAC0s3o23s2+aEn573KO7PMeVsbrRD2lIafq6OiIuXPnxlNPPZW40BLSyrwmb8xpsqKSxruN50V0RGe845d7Gj6nkzTdRYSmO2qSlX314IKm/sVLg2WxmElWlR/eP2iNNGRVAAD1kLQuotENbtXUaWi6I++Ga7zLU1ZVbU7lTndAy7kyEwAAQG36B0MAVE9OBQC0i43nNf85X/yJu93BYMXZp8YJp1b2/6Ljt5ZkpphJVgVQH7IqAKBdudsdNF+SnCoiO1lVrTlVR522A6AmhUKyK1sCAADkRbWh7OyLlpQHAPUjpwIA8mLD8UMLtDeeN3LD3S+/Y0GDtyj53euS3h0P8q7jt9KbA8mqABpDVgUA5EE1dRHV3I0uiTRuE2RNWrOqeuZUmu6A1BASAQAA7SpJmKt4CaDx5FQAQF5sOL5YbrSr5O52v/zOxh8HabyDgXY8l+07GMmqABpPVgUA5EEam9zSuE3QSnKqocbXdW0AAAAAVOXVExaOGs4qXgIAAKDdJG3Qg6za8VwxTji1soaKjt9aEke+v7zBWzQ6ORUAAAB5MVatxuDHQt4lyaki8p9VudMdkCquzAQAALSz4QJaVwsHaA05FQCQFwc2JmtcS8Pd7l78SVHDHYyi47dakxXJqQBaR1YFAORBWu8sN9Z2vXrCQg13MIo8Z1Wa7oDUERIBAADt7NUTFpZDIUVMAK0lpwIA8iIrjXea7WhnO55LNvebVcwkpwJID1kVAJAHWWq802xHu0qaU0XkN6sa35RnAUioUChEsegXagAAQHvxC3OA9JFTAQB5cWBjMVEz3S+/s5C4WS8pDXYw0I7ninHCqWP/P33b4aN/bm7gtmiyA0gnWRUAkAevnrAwcSPdcTvWNrwBToMdvKHSnCoi31mVpjsAAACAFtNsBwAAQJo0utkOqE5fAVOf2b+5JDY/sbyuz6HZDgAAgLTRDAfpMziniqh/VpWGnKqj1RsAMBJFpwAAQJ4VCoXyACDd7KsBgLwYq5nuwMaihjtosR3PDf0/+LbDwxcyRRwtZqqH2RctSUUhEwBjk1UBAHkwViPdqycsLA+gNZLmVBH1yarSlFO50x2QaoVCIYpFv9gDAADywy/DAbJJTgUA5MWBjcX45XcOPTc98G/rI+JI8zcIGGLHc8UonFx5hlTtVcTTUrwEQHKyKgAgD149YWEct2PtkGVAeiTNqSKqy6rSmlNpugNST0gEAADkgWY7gOyTUwEAedH/bnYdHR0Rc1u4MUDTpbWICYBkZFUAQB5osoP2lvacStMdAAAAQINotAMAAACgGsWf1Pdud2kvYAIAAAAgnZLmVBH5yao6Wr0BAJVQqAoAAGRJoVBwHgOQU/bvAABAsxR/kuzuRbN/c2ix0uyLlmSmiAmA5GRVAABAMyTNqSLykVW50x2QGYVCIYrF5DtrAACAZvCLbYD2IacCAACapZo73sWbG7hBAKSOrAoAAGiGau94l+Wsyp3uAAAAAGrgrnYA7cm+HwAASJ03R6aLmAConqwKAABInRxkVZrugEwREAEAAGnQ12jnHAUAAACARiv+ZIy7F+WggAkAAACA9Ks4p8pJVqXpDsgcRa0AAEAraLQDYDCfCQAAQLMMW9CUowImAGonqwIAAJqhnXIqTXcAAAAAo9BoB8BofEYAAADNUvxJMXdXCwegvmRVAABAM7RLTjW+1RsAUI1CoRDF4hi3JgUAAKiSX0oDkISsCgAAaCRZFQBJyKoAAIBGabecStMdkFkCIgAAoJ7aLRQCAAAAIL1kVQAAAACkQTvnVJrugEzTeAcAANSinUMhAOpLTgUAANRKVgVAvciqAACAWsipjtJ0BwAAALQdwRAAjaCYCQAAqIasCoBGkFUBAABJyakG0nQHZJ6ACAAAqJRgCAAAAIA0kFMBAAAAkBayquFpugNyQeMdAAAwEqEQAM0kpwIAAEYjqwKgmWRVAADAaGRVo9N0BwAAAOSSUAiAVlHMBAAA9CenAqCVZFUAAEB/sqrKaboDckNABAAARAiGAAAAAEgHORUAAAAAaSGrSk7THZArGu8AAKA9CYUASBs5FQAAtC9ZFQBpI6sCAID2JKeqTUerNwCg3nwwAABA+ygUCs4BAEgtn1EAANBeZFUApJnPKAAAaB9yqvpwpzsAAAAgUwRCAAAAAKSFrAoAAACANJBT1Z873QG55AMDAADyxxWYAMgin10AAJBPsioAsshnFwAA5I+cqnHc6Q7IrUKhEMVisdWbAQAA1EgoBEDWyakAACAf5FQA5IGsCgAA8kFW1Xia7oBcExIBAEA2CYUAyBs5FQAAZJesCoC8kVUBAEB2yaqaR9MdAAAAkBpCIQAAAADSQE4FAAAAQFrIqlqjo9UbANBoPmAAACD9CoWCY3cAcs9nHQAApJ+cCoB24fMOAADST1bVWu50B7SFQqEQxWKx1ZsBAAD0IxACoB3JqQAAIJ1kVQC0I1kVAACkk6wqHdzpDmgbPngAACAdXIEJgHbncxAAANJDVgVAu/M5CAAA6SGrShd3ugMAAAAaThgEAAAAQFrIqgAAAABIC1lVernTHdBWfCABAEBzufoSAAzP5yMAADSfrAoAhufzEQAAmk9WlX7udAe0nUKhEMVisdWbAQAAuSYQAoCxyakAAKA5ZFUAMDZZFQAANJ6cKlvc6Q5oSz6sAACgMVyBCQCS8bkJAACNs2DBAsfcAJCAz00AAGgMNVXZ5E53AAAAQE0EQgBQG1cRBwCA+ikUCtHZ2Rk9PT2t3hQAAAAA2piaquxzpzugbfkQAwCA2rgCEwDUj89UAACojawKAOrD5ykAANRGTpUf7nQHtDVXEQcAgOSEQgDQGIVCIZ588slWbwYAAGSGnAoAGkNNFQAAJCeryh9Nd0DbExIBAEBlBEMA0HgLFiyInp6eVm8GAACkmpwKABpPTRUAAFRGVpVfmu4AAACAEQmFAAAAAEgDORUAAAAAaSGrag+a7gDClZkAAGAwwRAAAAAAaSCnAoDWUVMFAAADyarai6Y7gNcJiQAAaHdCIQBIjwULFsTDDz/c6s0AAICWkVUBQDqoqQIAoN3JqdqXpjuAfoREAAC0G6EQAKSXrAoAgHYkrwKA9JFTAQDQjuRUaLoDAACANiQUAgAAACAtZFUAAAAApIGciv403QEM4spMAADklVAIALJHVgUAQF7JqgAgW+RUAADklZyKkWi6AxiGkAgAgLwQCgFA9smqAADIC1kVAGSbnAoAgLyQU1EJTXcAIxASAQCQVUIhAMgfWRUAAFkkpwKA/JFTAQCQVbIqktJ0BwAAADkhGAIAAAAgDeRUAAAAAKSFrIpqdbR6AwDSzAcsAABZUCgUHLsCQBvweQ8AQNrJqQCgPfi8BwAgC2RV1Mqd7gDGUCgUolgstnozAABgAIEQALQnWRUAAGkkqwKA9iOnAgAgrWRV1IumO4AKCIkAAEgLoRAAIKsCACAN5FQAgJwKAIC0kFXRCJruAAAAIAMEQwAAAACkgZwKAAAAgLSQVdFImu4AKuTKTAAANJtQCAAYiawKAIBmk1UBAMORUwEA0GxyKpqlo9UbAJAlPqABAGiGQqHg2BMAGJPjBQAAmkFWBQCMxbECAADNIKei2dzpDiAhV2cCAKARBEIAQDVkVQAANIKsCgBISk4FAEAjyKloJU13AAAA0EKCIQAAAADSQlYFAAAAQBrIqUgDTXcAVXBlJgAAaiUYAgDqRVYFAEAt5FQAQL3IqQAAqJWsijTRdAdQJSERAABJCYUAgEaRVQEAkJSsCgBoBDkVAADVkFWRRpruAGogJAIAoBJCIQCgGWRVAACMRU4FADSDnAoAgErIqkg7TXcAAADQIIIhAAAAANJATgUAAABAWsiqyApNdwA1cmUmAAD6EwoBAK0kqwIAoD9ZFQDQKnIqAAD6k1ORRR2t3gCAPHAQAABAoVBwXAgApIJjEgAAZFUAQBo4HgEAQE5FlrnTHUCduDoTAED7EQgBAGklqwIAaD+yKgAgjeRUAADtR05FXmi6AwAAgIQEQwAAAACkhawKAAAAgDSQU5E3mu4A6siVmQAA8k0wBABkiawKACC/5FQAQJbIqQAA8k1WRV51tHoDAPLGQQMAQP4UCgXHeQBAJjmGAQDIFzkVAJBVjmEAAPJHVkXeudMdQAO4OhMAQPYJhACAvJBVAQBkm5wKAMgLORUAQPbJqmgnmu4AAACgH8EQAAAAAGkgpwIAAAAgLWRVtKOOVm8AQF45sAAAyJZCoeAYDgDILcc5AADZIacCAPLMcQ4AQLbIqmhnmu4AGsgBBgBA+gmGAIB24ZgHACDd5FQAQLtwzAMAkH6yKqix6e6GG26IUqkUt99+e3nZtGnTYuXKldHd3R379u2L+++/P0455ZSK17lo0aIolUqxevXqIc/1wx/+MHp6emLbtm2xevXqePvb3z7gMStXroxSqTRgPPbYY7X8iAA1c7ABAJA+faGQYzUAoN04/gEASBc5FQDQrhz/AACkj6wKBhpf7TcWCoW46qqr4plnnhmwfM2aNXHo0KG4+OKLo6enJ6677rp46KGH4rTTTov9+/ePus6ZM2fG5z//+XjkkUeGfG3BggVx5513xo9+9KMYP3583HrrrfHggw8OWe/9998fV1xxRfnfvb291f6IAAAA5IxACAAAAIBWk1EBAAAAkBayKhhZVU13xx57bKxatSoWL14cN954Y3n5nDlz4pxzzol3vvOd8eMf/zgiIq655pr42c9+FpdddlncddddI66zo6MjVq1aFcuWLYvf/u3fjqlTpw74+vvf//4B/77iiiti+/btMW/evHj00UfLyw8ePBjbtm2r5scCaJhCoRDFYrHVmwEA0JYEQwAAA8mqAACaT0YFADCUnAoAoDVkVVCZjmq+6c4774z77rsv1q1bN2D5pEmTIiLiwIED5WVHjhyJ3t7eOPfcc0dd50033RTbt2+Pr371qxVtw5ve9KaIiHj11VcHLD///PNj27Zt8dxzz8WXv/zl+NVf/dUR1zFx4sTo7OwcMAAaxcEJAEDzFAqF8gAAYCjHSQAAjSejAgAYm2MlAIDG659TOf6CyiVuulu0aFGcddZZsWTJkiFf27RpU7z44ouxfPnymDp1akyYMCGuv/766Orqiq6urhHXOX/+/Ljyyitj8eLFFW/HbbfdFo8++mhs3LixvOz++++PD3/4w/He9743/ut//a9x9tlnx/e+972YOHHisOtYsmRJ9PT0lEd3d3fFzw9QDQcpAACNJRgCAKic4yYAgMaQUQEAJOPYCQCgMeRUUJvxSR580kknxYoVK+LCCy+MgwcPDvn64cOH45JLLom77rordu3aFYcPH46HHnoovvvd7464zsmTJ8fXv/71WLx4cezcubOi7fjiF78Y7373u4fcPe9b3/pW+e8bN26MYrEYL730Uvzu7/5urF69esh6li9fHrfddlv5352dnRrvAAAAMkYwBAAAAECryagAAAAASAtZFdRHoqa7efPmxfTp02PDhg1vrGD8+DjvvPPi2muvjUmTJsWTTz4Zc+fOjSlTpsTEiRNjx44d8fjjj0exWBx2nSeffHLMmjUr7r333vKyjo6jN+A7dOhQnHrqqbF58+by1/7yL/8yPvCBD8R55503ZoPc1q1b46WXXoo5c+YM+/Xe3t7o7e2t+OcHqIdCoTDiPhEAgMoIhgAA6kNWBQBQGzkVAEB9yKkAAGonq4L6StR0t27dunjXu941YNnKlStj06ZN8dnPfjaOHDlSXt7T0xMREaecckoUCoX49Kc/Pew6N23aNGSdn/nMZ6KzszM+/vGPxyuvvFJe/oUvfCF+//d/P84///x48cUXx9ze4447Lt761rfGli1bKv0RAZpCSAQAkJxQCACgMWRVAADJyKkAABpDTgUAkJysChonUdPd3r17Y+PGjQOW7du3L3bu3Flefumll8b27dvj5ZdfjtNPPz1WrFgRa9asibVr15a/5+67747u7u5YunRpHDx4cMg6d+/eHRExYPmdd94ZH/rQh+Liiy+OPXv2xPTp0yMi4uc//3kcOHAgjj322Lj55pvj29/+dmzZsiXe9ra3xZ//+Z/Hjh07YvXq1Ul+TICmEBIBAFRGMAQA0HiyKgCAscmpAAAaT04FAFAZWRU0XqKmu0p0dXXFbbfdFtOnT48tW7bEPffcE7fccsuAx8ycOXPAXfEqcc0110RExPr16wcs/+hHPxp33313/OIXv4jTTz89PvKRj8TUqVNjy5Yt8fDDD8eiRYti7969tf1QAAAANJ1gCAAAAIA0kFMBAAAAkAZyKmiumpvuLrjgggH//sIXvhBf+MIXEn3PYFdcccWQZePGjRv1ew4cOBAXXXTRqI8BSBtXZgIAGEgwBADQOrIqAICBZFUAAK0hpwIAGEhOBa1R9zvdAZCMkAgAQDAEAJAWsioAoN3JqQAA0kFOBQC0OzkVtF5HqzcAAAdFAED7KhQKjoUAAFLG8RkA0I7kVAAA6eP4DABoR3IqSA93ugMAAKCphEIAAAAApIWsCgAAAIA0kFNB+rjTHUBKOFACAPLOVZgAALLDcRsAkHeyKgCAbHDMBgDknZwK0sud7gBSpFAoRLFYbPVmAADUjUAIACC7ZFUAQN7IqgAAsklOBQDkjZwKssGd7gBSxkEUAJAHrsAEAJAPjukAgDyQVQEAZJ/jOQAgD+RUkC2a7gAAAKgbwRDQKjfccEOUSqW4/fbby8umTZsWK1eujO7u7ti3b1/cf//9ccopp1S8zkWLFkWpVIrVq1cPea4f/vCH0dPTE9u2bYvVq1fH29/+9gGPWblyZZRKpQHjscceq+2HBAAAoGJ9OZWsCmgFWRUAAAD9yakgmzTdAaSQgyoAIEsUMAGtVigU4qqrropnnnlmwPI1a9bE7Nmz4+KLL465c+fGSy+9FA899FAcc8wxY65z5syZ8fnPfz4eeeSRIV9bsGBB3HnnnfGe97wnFi5cGOPHj48HH3xwyHrvv//+mDFjRnn8zu/8Tm0/KECLOM4DALJETgW0mqwKoHEc5wEAWSOrgmwb3+oNAGB4hUIhisViqzcDAGBEAiEgDY499thYtWpVLF68OG688cby8jlz5sQ555wT73znO+PHP/5xRERcc8018bOf/Swuu+yyuOuuu0ZcZ0dHR6xatSqWLVsWv/3bvx1Tp04d8PX3v//9A/59xRVXxPbt22PevHnx6KOPlpcfPHgwtm3bVoefEqD1ZFUAQJrJqYC0kFUBNJ6cCgBIO1kV5Ic73QGkmIMuACCNXIEJSJM777wz7rvvvli3bt2A5ZMmTYqIiAMHDpSXHTlyJHp7e+Pcc88ddZ033XRTbN++Pb761a9WtA1vetObIiLi1VdfHbD8/PPPj23btsVzzz0XX/7yl+NXf/VXK1ofQFo5BgQA0kZOBaSNrAqgORwDAgBpJKuC/HGnO4CUc3UmACANBEJAGi1atCjOOuusOPvss4d8bdOmTfHiiy/G8uXL42Mf+1js27cvrrvuuujq6oqurq4R1zl//vy48sor48wzz6x4O2677bZ49NFHY+PGjeVl999/f/zd3/1dvPTSSzFr1qy45ZZb4nvf+17Mmzcvent7h13PxIkTywVYERGdnZ0D/mR4XifyJu1zuqPDtfxIrm/emD/khTlN3mRxTi9YsCAi0nvMROul/bi6HbXDe5GnrGqknAogTdRUAQBpoKYK8k3THQAAACMSDAFpddJJJ8WKFSviwgsvjIMHDw75+uHDh+OSSy6Ju+66K3bt2hWHDx+Ohx56KL773e+OuM7JkyfH17/+9Vi8eHHs3Lmzou344he/GO9+97uHXJH8W9/6VvnvGzdujGKxGC+99FL87u/+bqxevXrYdS1ZsiRuvvnmIcu7u7sr2pZ253Uib8xp8uiMM85o9SZAXZnT5E2W5nRPT0+rN4GMcFxNs+QtqxoppwJIG413AECrqKmC9jAuIkqt3oi06OzsjJ6enpgyZUrs2bOn1ZsDMICACABoFqEQ5EPec46LL7441qxZE4cPHy4vGz9+fBw5ciSOHDkSkyZNiiNHjkRExJQpU2LixImxY8eOePzxx6NYLMa11147ZJ1nnHFGPP300wPW2XenhyNHjsSpp54amzdvLn/tL//yL+P3fu/34rzzzosXX3xxzG1+/vnn4ytf+Up87nOfG/brw11BvLu7O0488cRcvof14nUib7Iyp9evX9/qTSBDOjo64owzzohnnnmm/PkMWWZOkzdpn9N9d7WDJLJyXN1O+t4TWVU2sqqRcqq8vn9A9qmrAgCaQU0V5EOSmip3ugPICFdmAgAaTTAEZMm6deviXe9614BlK1eujE2bNsVnP/vZAYWifXdAOOWUU6JQKMSnP/3pYde5adOmIev8zGc+E52dnfHxj388XnnllfLyL3zhC/H7v//7cf7551dUxHTcccfFW9/61tiyZcuIj+nt7Y3e3t4hy/fs2aOYqQJeJ/Im7XP6rLPOklWRWF/BMeSFOU3epG1Oy6qoh7QfV5MfecuqRsqpANJKXRUA0EhyKmhfmu4AMkRABAA0gmAIyKK9e/fGxo0bByzbt29f7Ny5s7z80ksvje3bt8fLL78cp59+eqxYsSLWrFkTa9euLX/P3XffHd3d3bF06dI4ePDgkHXu3r07ImLA8jvvvDM+9KEPxcUXXxx79uyJ6dOnR0TEz3/+8zhw4EAce+yxcfPNN8e3v/3t2LJlS7ztbW+LP//zP48dO3bE6tWrG/FyAAAA5IKcCsgqWRUAAED+yKoATXcAGaPxDgCoB6EQ0A66urritttui+nTp8eWLVvinnvuiVtuuWXAY2bOnJn4Tg7XXHNNRESsX79+wPKPfvSjcffdd8cvfvGLOP300+MjH/lITJ06NbZs2RIPP/xwLFq0KPbu3VvbDwWQInIqAKBeZFVAO5BVATSWrAoAqBdZFdBnXESUWr0RadHZ2Rk9PT0xZcqU2LNnT6s3B2BEAiIAoFpCIWgfco7s8x5WxutE3mRxTsuqGEtHR0fMnTs3nnrqqcQFxJBG5jR506o5LaeikbJ4XJ133pNs8/4BWSKrAgCqIauC9pEk5+ho0jYBUEcO7ACApAqFgmMIAAAawnEmAJCEnAoAgEZyrAkAJCGrAkYzvtUbAEB1CoWCKzMBAKMSCAEAAACQFrIqAAAAANJATgVUyp3uADLMQR8AMBxXYAIAoNkcfwIAI5FVAQDQbI4/AYDhyKmApNzpDiDj3PEOAIjwiyMAAFpPTgUA9JFVAQDQarIqACBCTgXURtMdQA4IiQCgfQmGAABIEzkVALQvORUAAGkjqwKA9iSnAupF0x0AAEDGCIYAAAAASAM5FQAAAABpIKcCGkHTHUBOuDITAOSfcAgAgCyQUwFAvsmoAADIElkVAOSXnApoNE13ADkiJAKA/BEOAQCQRXIqAMgfORUAAFklqwKAfJFTAc2i6Q4gZ4REAJAPwiEAALJOTgUA2SejAgAgL2RVAJB9siqg2TTdAQAApIRgCAAAAIA0kFMBAAAAkBayKqBVNN0B5JArMwFAdgiFAADIMzkVAGTHggULYs+ePa3eDAAAaBhZFQBkh5oqIA06Wr0BADSGg00ASLdCoeDzGgCAtuC4FwDSbcGCBa3eBAAAaBpZFQCkm5oqIE3c6Q4gx1ydCQDSRygEAEA7klMBQPr05VSdnZ0t3hIAAGguWRUApIt6KiCtNN0BAAA0mGAIAAAAgLSQVQEAAACQBnIqIO003QHknCszAUDrCIYAAOANcioAaB05FQAADCSrAoDWkFMBWdLR6g0AoPEcoAJAcxUKBZ+/AAAwDMfJANBccioAABiZY2UAaB45FZBF7nQH0CZcnQkAGksoBAAAlZFTAUBjyakAAKBysioAaCxZFZBlmu4AAABqIBgCAAAAIA3kVAAAAACkhawKyANNdwBtxJWZAKA+hEIAAFAbORUA1IecCgAAaierAoD6kFUBedPR6g0AoLkc0AJA9QqFgs9SAACoE8fWAFA9ORUAANSX42sAqJ6sCsgrd7oDaEOuzgQAyQiFAACgMeRUAJCMnAoAABpHVgUAlZNTAe1A0x0AAMAwBEMAAAAApIWsCgAAAIA0kFMB7UTTHUCbcmUmABieYAgAAJpLTgUAw5NTAQBA88mqAGAoORXQrjpavQEAtI6DYAB4Q6FQ8NkIAAAt4lgcAN4gpwIAgNZyPA4AR8mpgHbnTncAbc7VmQBoZ0IhAABIDzkVAO1OVgUAAOkhqwKgncmpAI7SdAcAALQdwRAAAAAAaSGrAgAAACAN5FQAA2m6A8CVmQBoC0IhAABIPzkVAO1CVgUAAOknqwKgHcipAEbW0eoNACAdHDQDkFeFQsHnHAAAZIjjdwDyTFYFAADZ4vgdgLySUwGMzZ3uAChzdSYA8kQoBAAA2SWnAiBP5FQAAJBtsioA8kRWBVA5TXcAAEBuCIUAAAAASAtZFQAAAABpIasCSE7THQADuDITAFkkFAIAgPyRUwGQRXIqAADIJ1kVAFkkqwKoTUerNwCA9HGQDUBWFAoFn1sAAJBjjvcByAo5FQAA5J9jfgCyQlYFUB/udAfAsFydCYC0EggBAEB7kVMBkGayKgAAaC+yKgDSSk4FUH+a7gAAgEwQDAEAAACQFrIqAAAAANJATgXQOJruABiRKzMB0GpCIQAAIEJOBUA6yKoAAIAIWRUArSenAmgOTXcAjEpIBEArCIYAAIDB5FQAtIKcCgAAGI6sCoBmk1MBNJ+mOwDGJCQCoBkEQwAAwFjkVAA0g5wKAACohKwKgEaTUwG0lqY7AACgZQRDAAAAALSajAoAAACAtJBVAaRHR6s3AIBscBAPQD0VCgWfLQAAQFWcSwBQLzIqAACgVs4pAKgXWRVA+rjTHQAVKxQKUSwWW70ZAGSUUAgAAKgXORUAtZBTAQAA9SSrAqAWsiqA9NJ0B0AiQiIAkhAKAQAAjSKnAiApWRUAANAosioAkpJVAaSfpjsAAKCuBEIAAAAApIWsCgAAAIC0kFUBZEtHqzcAgOxx0A/AcAqFgs8IAACgqZyDADASWRUAANBszkEAGImsCiCb3OkOgKoUCoUoFout3gwAUkAgBAAAtJKcCoD+ZFUAAEAryaoA6COnAsg+d7oDoGpOCADamyswAQAAaeHcBABZFQAAkBbOTQDam5wKID/c6Q4AAKiYQAgAAACAtJBVAQAAAJAGciqAfHKnOwBq4kQBoD24AhMAAJB2zlkA2oesCgAASDvnLADtQU4FkG/udAdAzQqFQhSLxVZvBgANIBQCAACyRE4FkF9yKgAAIGtkVQD5JasCaA/udAdAXTiBAMgXV2ECAACyyrkMQL7IqQAAgCxzPgOQL7IqgPbiTncAAEBECPsBAAAASAc5FQAAAABpIasCaF/udAdA3TixAMgmV2ACAADyxjkOQDbJqQAAgDxyngOQTbIqANzpDoC6KhQKUSwWW70ZAFRAKAQAAOSZnAogO+RUAABA3smqALJBTgVAf5ruAKg7IRFAegmGAACAdiKnAkg3WRUAANBOZFUA6SWnAmA4mu4AAKANCIYAAAAASAM5FQAAAABpIKcCYCwdrd4AAPLJyQhAOhQKBftkAACgrTknAkgHORUAAICsCiAN5FQAVMqd7gBomEKhEMVisdWbAdB2hEIAAAADyakAWkNOBQAAMJSsCqA1ZFUAJKXpDgAAckIwBAAAMDLFTADNI6cCAAAYnawKoHlkVQBUS9MdAA0lIAJoLKEQAABA5WRVAI0jpwIAAAAgLWRVANRDR6s3AID8c/ICUH+FQsH+FQAAoArOpQDqS04FAABQHedSAPUnqwKgntzpDgAAMkQoBAAAUDt3vAOonZwKAACgdnIqgPqQVQHQCJruAGgKARFA9YRCAAAA9SevAqiOrAoAAKC+5FQA1ZNVAdBImu4AaBoBEUAyQiEAAAAA0kBOBQAAAEBayKoAaJaOVm8AAO3FyQ7A2AqFgv0lAABAEzj3AhidnAoAAKA5nHsBjE1WBUCzudMdAACkgEAIAACgNQqFQhSLxVZvBkCqyKoAAACaT04FMJScCoBW0nQHQNMJiADeIBgCAAAAIC1kVQAAAACkgZwKgDTQdAdAS2i8A9qZUAgAACBdZFVAO5NVAQAApIecCmhncioA0kbTHQAANIlgCAAAIL0UNAHtRE4FAACQXnIqoJ3IqQBIM013ALSMgAhoB4IhAAAAANJATgUAAABAGsipAMgKTXcAtJTGOyCPBEMAAADZJKsC8kRGBQAAkF1yKiBvZFUAZFFHqzcAAJxMAXlRKBTs0wAAADLOeR2QdTIqAACAfHBuB+SBrAqALHOnOwAAqIFQCAAAAIA0kFMBAAAAkAZyKgDyQtMdAKlQKBSiWCy2ejMAKiIYAgAAyDdZFZAlsioAAID8klMBWSKnAiBvNN0BkBpCIiDNhEIAAADtRVYFpJmsCgAAoH3IqYA0k1MBkGcdrd4AAOjPCRiQNoVCwb4JAACgTTkfBNJGVgUAANCenAsCaSOnAqAduNMdAAAMQygEAAAAQBrIqQAAAABIC1kVAO2kpjvd3XDDDVEqleL2228vL5s2bVqsXLkyuru7Y9++fXH//ffHKaecUvE6Fy1aFKVSKVavXj3ka1dffXVs3rw5XnvttSgWi3HuuecOecyyZcuiu7s79u/fHw8//HCcdtpp1f1wALSMkzKglVyFCQAAgP6cIwKtIqcCAACgP+eIQCvJqgBoR1U33RUKhbjqqqvimWeeGbB8zZo1MXv27Lj44otj7ty58dJLL8VDDz0UxxxzzJjrnDlzZnz+85+PRx55ZMjXPvjBD8Ydd9wRt956a8ydOzceffTRuP/+++Otb31r+TGf/OQn47rrrotrr702zj777Ni6dWusXbs2Jk+eXO2PCUCLODkDmqkvFLLvAQAAYDjOF4FmkVMBAAAwGueLQDPJqgBod1U13R177LGxatWqWLx4cezatau8fM6cOXHOOefE1VdfHcViMZ5//vm45pprYvLkyXHZZZeNviEdHbFq1apYtmxZbN68ecjXr7vuurjrrrvirrvuik2bNsWf/umfxiuvvBJXX311+TGf+MQn4tZbb43Vq1fHxo0b4/LLL49jjjkmPvShD1XzYwLQYk7UgEYTCgEAAFAp549AI8mpAAAAqJTzR6DRZFUAcFRVTXd33nln3HfffbFu3boByydNmhQREQcOHCgvO3LkSPT29sa555476jpvuumm2L59e3z1q18d8rUJEybEvHnz4sEHHxyw/MEHH4z58+dHRMSsWbOiq6trwGN6e3tj/fr15ccMNnHixOjs7BwwAADIP8EQAAAAAGkgpwIAAAAgLWRVADBQ4qa7RYsWxVlnnRVLliwZ8rVNmzbFiy++GMuXL4+pU6fGhAkT4vrrr4+urq7o6uoacZ3z58+PK6+8MhYvXjzs10844YQYP358bNu2bcDybdu2xYwZMyIiyn+O9pjBlixZEj09PeXR3d098g8OQEs4gQPqSTAEAABALZxTAvUipwIAAKAWzimBepJVAcDwxid58EknnRQrVqyICy+8MA4ePDjk64cPH45LLrkk7rrrrti1a1ccPnw4Hnroofjud7874jonT54cX//612Px4sWxc+fOUZ+/VCoN+Pe4ceOGLKvkMX2WL18et912W/nfnZ2dGu8AUqhQKESxWGz1ZgAZJRACAACgnmRVQLXkVAAAANSTnAqohawKAMaWqOlu3rx5MX369NiwYcMbKxg/Ps4777y49tprY9KkSfHkk0/G3LlzY8qUKTFx4sTYsWNHPP744yMe2J988skxa9asuPfee8vLOjqO3oDv0KFDceqpp8Yrr7wShw8fHnLHumnTppXvbLd169aIOHrHu76/D37MYL29vdHb25vkJQCgRYREQFKCIQAAABpFVgUkIacCAACgUeRUQFKyKgCoXKKmu3Xr1sW73vWuActWrlwZmzZtis9+9rNx5MiR8vKenp6IiDjllFOiUCjEpz/96WHXuWnTpiHr/MxnPhOdnZ3x8Y9/PF555ZU4dOhQbNiwIRYuXBhr1qwpP27hwoXx93//9xER8dOf/jS2bNkSCxcujKeffjoiIiZMmBALFiyI66+/PsmPCQBAhgmGAAAAAEgDORUAAAAAaSCnAoDqJGq627t3b2zcuHHAsn379sXOnTvLyy+99NLYvn17vPzyy3H66afHihUrYs2aNbF27dry99x9993R3d0dS5cujYMHDw5Z5+7duyMiBiy/7bbb4mtf+1oUi8V47LHH4qqrroqZM2fGX/3VX5Ufc8cdd8TSpUvjhRdeiBdeeCGWLl0a+/fvj2984xtJfkwAUsqVmYCRCIYAAABoNlkVMBJZFQAAAM0kpwJGIqcCgNokarqrRFdXV9x2220xffr02LJlS9xzzz1xyy23DHjMzJkzB9wVrxLf+ta34vjjj4+bbropurq64tlnn43f+Z3fiZdffrn8mM997nPxK7/yK/GlL30p3vzmN8cTTzwRF154Yezdu7cuPxsArSckAvoTDAEAANBKsiqgj5wKAACAVpJTAX3kVABQP+MiotTqjUiLzs7O6OnpiSlTpsSePXtavTkAjEJIBO1NOAQAY5NzZJ/3sDJeJ/LGnM4mWdXoOjo6Yu7cufHUU08lvigjpFH/OX3WWWe1enOgZo4/yCPzOn28J9nm/QPIDjkVtC/1VABQmSQ5R93vdAcAAI0gGAIAAAAgDRYsWBA9PT2xYMGCVm8KAAAAAG1OTRUANE5HqzcAAKrhRBHaR6FQ8H8eAACAVHPeCu1BTgUAAEDaOW+F9iGrAoDGc6c7ADKrUChEsVhs9WYADSAQAgAAIGtkVZBPcioAAACyRk4F+SWrAoDmcqc7ADLNSSTkiyswAQAAkGXOaSE/5FQAAABkmXNayBdZFQC0hjvdAQDQckIhAAAAANJATgUAAABAGsipAKD1NN0BkHmFQiGKxWKrNwNISDAEAABAHsmqIJtkVQAAAOSNnAqySU4FAOnR0eoNAIB6cKIJ2VEoFPyfBQDq7oYbbohSqRS33357edm0adNi5cqV0d3dHfv27Yv7778/TjnllIrXuWjRoiiVSrF69eohX7v66qtj8+bN8dprr0WxWIxzzz13yGOWLVsW3d3dsX///nj44YfjtNNOq+6HAyBznPdCNvTlVP7PAgD1JqsCIC2c80I2yKkAIJ003QGQG044Id0EQwBAoxQKhbjqqqvimWeeGbB8zZo1MXv27Lj44otj7ty58dJLL8VDDz0UxxxzzJjrnDlzZnz+85+PRx55ZMjXPvjBD8Ydd9wRt956a8ydOzceffTRuP/+++Otb31r+TGf/OQn47rrrotrr702zj777Ni6dWusXbs2Jk+eXPsPDEAmOAeG9JJTAQCNJKsCIG2cA0N6yakAIN003QEA0DCuwgQANNqxxx4bq1atisWLF8euXbvKy+fMmRPnnHNOXH311VEsFuP555+Pa665JiZPnhyXXXbZqOvs6OiIVatWxbJly2Lz5s1Dvn7dddfFXXfdFXfddVds2rQp/vRP/zReeeWVuPrqq8uP+cQnPhG33nprrF69OjZu3BiXX355HHPMMfGhD32ofj88AAAVk1MBAM0gqwIAoBJyKgDIBk13AOSKE1FIB8EQANAsd955Z9x3332xbt26AcsnTZoUEREHDhwoLzty5Ej09vbGueeeO+o6b7rppti+fXt89atfHfK1CRMmxLx58+LBBx8csPzBBx+M+fPnR0TErFmzoqura8Bjent7Y/369eXHANAenBtD68mpAIBmklUBkFbOjSEdZFUAkC3jW70BAFBvhUIhisViqzcD2o5ACABotkWLFsVZZ50VZ5999pCvbdq0KV588cVYvnx5fOxjH4t9+/bFddddF11dXdHV1TXiOufPnx9XXnllnHnmmcN+/YQTTojx48fHtm3bBizftm1bzJgxIyKi/Odwj/m1X/u1EZ974sSJ5QKsiIjOzs4BfzI8rxN5Y07nzwUXXBDr169v9Wa0VEdHx4A/odEWLFhQ/nsj9qf21eSNOU0emdfp0w7vRZ6yqpFyKgCyTU0VtIaaKgDILk13AOSSkAiaRzAEALTCSSedFCtWrIgLL7wwDh48OOTrhw8fjksuuSTuuuuu2LVrVxw+fDgeeuih+O53vzviOidPnhxf//rXY/HixbFz585Rn79UKg3497hx44Ysq+Qx/S1ZsiTAmlqlAAAcKElEQVRuvvnmIcu7u7tH3RaO8jqRN+Y0eXTGGWe0ehNoEz09PU15Hvtq8sacJo/Ma5olb1nVSDkVANmnpgqaQz0VAOSDpjsAABITDAEArTZv3ryYPn16bNiwobxs/Pjxcd5558W1114bkyZNiieffDLmzp0bU6ZMiYkTJ8aOHTvi8ccfH/GXySeffHLMmjUr7r333vKyvjvyHDp0KE499dR45ZVX4vDhw+UrhPeZNm1a+WrhW7dujYijVxHv+/vgxwxn+fLlcdttt5X/3dnZGd3d3XHiiSfGnj17Kn1p2o7Xibwxp/Orne9219HREWeccUY888wzceTIkVZvDjnS/452zWRfTd6Y0+SReZ0+fe9JXuUtqxoppwIAYGTqqQAgfzTdAZBbrswE9SUYAgDSZN26dfGud71rwLKVK1fGpk2b4rOf/eyAgv6+O52ccsopUSgU4tOf/vSw69y0adOQdX7mM5+Jzs7O+PjHPx6vvPJKHDp0KDZs2BALFy6MNWvWlB+3cOHC+Pu///uIiPjpT38aW7ZsiYULF8bTTz8dERETJkyIBQsWxPXXXz/iz9Tb2xu9vb1Dlu/Zs0eBYAW8TuSNOZ0/Z511VttnVUeOHNF0R83SlFHZV5M35jR5ZF7TLHnLqkbKqQDIBzVVUD9pyqoAgPrTdAdArgmJoHbCIQAgjfbu3RsbN24csGzfvn2xc+fO8vJLL700tm/fHi+//HKcfvrpsWLFilizZk2sXbu2/D133313dHd3x9KlS+PgwYND1rl79+6IiAHLb7vttvja174WxWIxHnvssbjqqqti5syZ8Vd/9Vflx9xxxx2xdOnSeOGFF+KFF16IpUuXxv79++Mb3/hGvV8KADJEVgXVk1EBAGkmqwIga+RUUBtZFQC0B013AOSekAiSEwwBAHnQ1dUVt912W0yfPj22bNkS99xzT9xyyy0DHjNz5szEd9z51re+Fccff3zcdNNN0dXVFc8++2z8zu/8Trz88svlx3zuc5+LX/mVX4kvfelL8eY3vzmeeOKJuPDCC2Pv3r11+dkAyC5ZFSQjpwIA8kJWBUDayKkgGTkVALSfcRFRavVGpEVnZ2f09PTElClTYs+ePa3eHADqSEAEYxMMAUC+yDmyz3tYGa8TeWNOt4d2y6o6Ojpi7ty58dRTTyUuIKZ9pTmrsq8mb8xp8si8Th/vSbZ5/wDyq91yKqhGmnMqACC5JDmHO90B0BZcmQmGJxQCAACA5pNVwfBkVQAAANBccioYnpwKAIiI6Gj1BgBAszgRhjcUCgX/JwAAAKCFnJfDG2RVAAAA0DrOyeENcioAoD93ugOgrbg6E+1OKAQAAADpIauincmpAAAAID3kVLQ7WRUAMBxNdwAAOScUAgAAACAtZFUAAAAApIWsCgAYjaY7ANqOKzPRLoRCAAAAkH6yKtqBnAoAAADST05Fu5BVAQCV6mj1BgBAKzhxJs8KhYI5DgAAABniPJ68klMBAABAtjiPJ89kVQBAUu50B0DbcnUm8kQgBAAAANkmqyJPZFUAAACQXXIq8kROBQDUQtMdAECGCYYAAAAASAtZFQAAAABpIKcCAOpB0x0Abc2VmcgioRAAAADkk6yKLJJVAQAAQP7IqcgiORUAUG8drd4AAGg1J9tkRaFQMF8BAAAg55z7kxWyKgAAAMg35/1khZwKAGgUTXcAEEIi0k0wBAAAAO1FDkCayaoAAACgfcgASDM5FQDQaONbvQEAAAxPKAQAAABAWsiqAAAAAEgDORUA0Cya7gDgdYVCIYrFYqs3gzYnFAIAAAAiZFWkg6wKAAAAkFORBnIqAKAVOlq9AQCQJk7OaZVCoWD+AQAAAAPICmgVWRUAAADQn5yAVpFTAQCt5E53ADCIqzPRTEIhAAAAYDSyKppFTgUAAACMRk5FM8mqAIA00HQHANACgiEAAAAA0kBOBQAAAEBayKoAgDTRdAcAw3BlJhpBKAQAAABUQ1ZFvcmpAAAAgGrIqWgEWRUAkFYdrd4AAEgrJ/PUS6FQMJ8AAACAmsgWqAc5FQAAAFAr2QL1IqsCANLOne4AYBSuzkQthEIAAABAPcmqqJacCgAAAKgnORXVklMBAFmi6Q4AxiAkIgnBEAAAAABpIasCAAAAGkVNFUnIqQCALNJ0BwBQB4IhAAAAoBkUMzEWORUAAADQLLIqRiOnAgCyrqPVGwAAWSAAYCSFQsH8AAAAAJpKFsFw5FQAAABAK8gjGExOBQDkhTvdAUCFXJmJPkIhAAAAoNVkVUTIqQAAAIB0kFURIasCAPJH0x0AJCAgam+CIQAAAADSQE4FAAAAQFrIqgCAvNJ0BwAJabxrL0IhAAAAIK3kVO1FTgUAAACkmayqvciqAIB2oOkOAGAYgiEAAAAgCxQz5ZuMCgAAAMgSWVW+yaoAgHaj6Q4AqiAgyifBEAAAAJBFsqp8kVEBAAAAWSaryhdZFQDQzjTdAUCVBET5IBgCAAAAoNVkVAAAAACkgZwKAOANHa3eAADIMiFDdhUKBe8fAAAAkBtyjmySUQEAAAB5JO/IHjkVAMBQ7nQHADVyx7vsEAwBAAAAeSanyg45FQAAAJB3sqpskFMBAIxM0x0A1IGQKL0EQwAAAEA7kVOlm6wKAAAAaCeyqvSSUwEAjE3THQCQO0IhAAAAANJCVgUAAABAGsipAACS6Wj1BgBAXgglWq9QKHgfAAAAgLYnH0kHWRUAAACArCoN5FQAANVxpzsAqKNCoRDFYrHVm9F2hEIAAAAAA8mpWkNOBQAAADCUrKo1ZFUAALXRdAcAdSYkag6hEAAAAMDo5FTNI6sCAAAAGJ2sqnlkVQAA9aHpDgDIFKEQAAAAAGkgpwIAAAAgLWRVAAD119HqDQCAPBJi1F+hUPC6AgAAACQkT6k/ORUAAABAdWQq9SerAgBoHHe6A4AGKRQKUSwWW70ZmSYQAgAAAKidnKo+ZFUAAAAAtZNV1U5OBQDQHO50BwANJOCojiswAQAAANSXrKV6sioAAACA+pK1VEdOBQDQXO50BwCkgkAIAAAAgLSQVQEAAACQBnIqAIDWcac7AGgwwcfoXIEJAAAAoDlkMGOTVQEAAAA0hwxmdHIqAIDWc6c7AGiCQqEQxWKx1ZuRKkIhAAAAgOaTUw0lpwIAAABoDVnVULIqAID00HQHAE0iJBIKAQAAAKSBnOooWRUAAABA68mqjpJVAQCkj6Y7AKDhhEIAAAAApIGcCgAAAIC0kFUBAKRbR6s3AADaSbsFJYVCoe1+ZgAAAIAsaLfMRk4FAAAAkF7tltvIqgAAssGd7gCgyQqFQhSLxVZvRsMIhAAAAACyIe85VYSsCgAAACAr8p5VyakAALLHne4AoAXyGKK4AhMAAABA9uQ1z5FVAQAAAGRPHvMcORUAQHa50x0AUDWBEAAAAABpIasCAAAAIA3kVAAA+eBOdwDQIlkOV1yBCQAAACA/sp7zyKoAAAAA8iPLOY+cCgAgXzTdAUALZS1kEQwBAAAA5FMWMx9ZFQAAAEA+ZS3zkVMBAOSTpjsAaLEsBC6CIQAAAID8y0r+I6sCAAAAyL8s5D9yKgCAfBvf6g0AANJJIAQAAABAWsiqAAAAAEgDORUAQPtwpzsASIE0hTGuwAQAAADQvtKWC8mqAAAAANpXmnIhORUAQPtxpzsASIlCoRDFYrGlzw8AAAAAcioAAAAA0kJWBQBAq7jTHQCkSCtCGldhAgAAAGAwORUAAAAAaSGrAgCgFdzpDgDakEAIAAAAgDSQUwEAAACQFrIqAAD603QHAClTKBSiWCw2bN0AAAAAUIlG5VQyKgAAAACSklUBANBsmu4AIIXqGRIJhgAAAACoVj1zqgULFsSePXvqsi4AAAAA2k+9sir1VAAAVELTHQCkVC0hkWAIAAAAgHqpNqfqy6g6Ozujp6en3psFAAAAQBuqJqtSSwUAQDU03QFAjgiIAAAAAGg1GRUAAAAAaSCnAgCgFpruACDFKrkyk3AIAAAAgEYbK6eSUQEAAADQLLIqAACaQdPdMDo7O1u9CQBQdsEFF8T69esHLFuwYEH57z63AAAYjuPE/PBejq7v9fE6kRfmNGk2Wk412pw1r8kbc5q8MafJI/M6fbwX+eB9BCBNqs2qAABob0mOFcdFRKlxm5Itb3nLW6K7u7vVmwEAAABQNyeeeGL8x3/8R6s3gyrIqgAAAIC8kVVlk5wKAAAAyJtKcipNd4O85S1viT179rR6MzKps7Mzuru748QTT/QakgvmNHljTpM35jR5ZF6TN+Z063V2dipiyjhZ1djsa8gbc5o8Mq/JG3OavDGnySPzOp1kVdkmp6qM/Q95Y06TN+Y0eWNOk0fmNXljTqdTpTnV+CZsS6YI92q3Z88eOwNyxZwmb8xp8sacJo/Ma/LGnG4dr3v2yaoqZ19D3pjT5JF5Td6Y0+SNOU0emdfp4r3INjlVMvY/5I05Td6Y0+SNOU0emdfkjTmdLpW+Fx0N3g4AAAAAAAAAAAAAAAAAyAxNdwAAAAAAAAAAAAAAAADwOk131M3Bgwfj5ptvjoMHD7Z6U6AuzGnyxpwmb8xp8si8Jm/MaaAZ7GvIG3OaPDKvyRtzmrwxp8kj8xpoFfsf8sacJm/MafLGnCaPzGvyxpzOtnERUWr1RgAAAAAAAAAAAAAAAABAGrjTHQAAAAAAAAAAAAAAAAC8TtMdAAAAAAAAAAAAAAAAALxO0x0AAAAAAAAAAAAAAAAAvE7THQAAAAAAAAAAAAAAAAC8TtMdERGxdOnS+P73vx/79u2LXbt2Dfn6u9/97vjGN74RL7/8cuzfvz9+/OMfx5/8yZ+MuL6TTz45enp6hl3XYFOnTo177rkndu/eHbt374577rkn3vSmNw14zFvf+tb4h3/4h9i7d29s3749VqxYERMmTEj+g9I26jGn3/72t8f3vve92Lp1a7z22mvxk5/8JG655ZYYP378qM89d+7cePDBB2PXrl2xY8eO+Ou//us49thjBzymVCoNGR/72Mdq/8HJtbTPa/t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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 21 + }, + { + "cell_type": "markdown", + "id": "e336471510e60707", + "metadata": {}, + "source": [ + "### Tile 17, 9" + ] + }, + { + "cell_type": "code", + "id": "1eb8614ae779f3b8", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:15.459358567Z", + "start_time": "2026-02-05T20:45:15.001421289Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 22 + }, + { + "cell_type": "markdown", + "id": "55942925c55b65a3", + "metadata": {}, + "source": [ + "### Tile 17, 10\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "f225a9d447942579", + "metadata": {}, + "source": [ + "### Tile 17, 11\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "94109c924732b345", + "metadata": {}, + "source": [ + "### Tile 17, 12 - Squamish Estuary\n", + "\n", + "* connect Squamish townsite point" + ] + }, + { + "cell_type": "code", + "id": "321ebecd103b99c0", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:16.297609088Z", + "start_time": "2026-02-05T20:45:15.480752610Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[12], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 23 + }, + { + "cell_type": "markdown", + "id": "3afc7761705425c2", + "metadata": {}, + "source": [ + "## Row 18 - Qualicum Beach to Pender Harbour" + ] + }, + { + "cell_type": "code", + "id": "a0e2f716fba9c961", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:16.412533687Z", + "start_time": "2026-02-05T20:45:16.363010053Z" + } + }, + "source": [ + "y_min_max = numpy.array([565, 600])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 24 + }, + { + "cell_type": "markdown", + "id": "e6cb27a33e420027", + "metadata": {}, + "source": [ + "### Tile 18, 0\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "a5344449fef9ee3a", + "metadata": {}, + "source": [ + "### Tile 18, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "8c5fcc8667555444", + "metadata": {}, + "source": [ + "### Tile 18, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "8f90960838d3998b", + "metadata": {}, + "source": [ + "### Tile 18, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "3c9bf2b68ca6ccfc", + "metadata": {}, + "source": [ + "### Tile 18, 4 - Qualicum Beach to Bowser\n" + ] + }, + { + "cell_type": "code", + "id": "c40d4f6c4339df64", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:16.965042078Z", + "start_time": "2026-02-05T20:45:16.416284694Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 25 + }, + { + "cell_type": "markdown", + "id": "b4f278f3dcb138cf", + "metadata": {}, + "source": [ + "### Tile 18, 5 - NW Lasqueti Island\n", + "\n", + "Plotted with `vmax=80` to make Sisters Islets visible.\n", + "\n", + "* surface Sisters Islets" + ] + }, + { + "cell_type": "code", + "id": "639be339c3b33555", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:17.833072104Z", + "start_time": "2026-02-05T20:45:17.013210918Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy, vmax=80);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 26 + }, + { + "cell_type": "markdown", + "id": "77c14da3292980b2", + "metadata": {}, + "source": [ + "### Tile 18, 6 - Lasqueti, Jervis, Jedediah & Texada Islands\n", + "\n", + "* remove fake island in the mouth of False Bay\n", + "* connect fake islands as points on Jedediah Island" + ] + }, + { + "cell_type": "code", + "id": "b9897e8a39578575", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:18.707576425Z", + "start_time": "2026-02-05T20:45:17.888953202Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 27 + }, + { + "cell_type": "markdown", + "id": "b9dd3b280b039392", + "metadata": {}, + "source": [ + "### Tile 18, 7 - SE Texada Island\n" + ] + }, + { + "cell_type": "code", + "id": "8787640c95049ed9", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:19.683360952Z", + "start_time": "2026-02-05T20:45:18.787873067Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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UBs8RAAAAwNBr5qxqVQcyvfHgpTdyMBMAAABANTVzTpUMPquSUwHQTNrLLgAAgNbUzGEQAAAAAK2j1XKqNZ09fFXu/mwte1zYMQTVAAAAADAYwz2rklMB0CxMuAMAoG5aLRAqQ61WS0eHUAkAAABgXcip1p2cCgAAAKA+ZFXrRk4FQBlMuAMAYJ0IhOpPSAQAAAAweHKq1RvI2cPv/mzf51BOBQAAALB2ZFX9k1MB0AxMuAMAYK0IhYaWkAgAAABgzWRUg7Oqg5neePDSG8mpAAAAAAZGVjVwcioAqs6EOwAABkwoBAAAAEAVyKnW3poOXAIAAABgcGRVa2dtciqT7gBoFBPuAABYLYFQeQREAAAAAH3JqsohpwIAAADoS05VHlkVAI3QVnYBAABUU61WEwxVgB4AAAAAyKqqwPMPAAAAIKeqCj0AYKi5wh0AAL0EEdXkrEwAAADAcCSrqh45FQAAADAcyamqSVYFwFAy4Q4AAKEQAAAAAJUhqwIAAACgCuRUADB8mXAHADCMCYWahzMyAQAAAK1MTtU85FQAAABAq5NVNQ9ZFQBDpa3sAgAAaLxarSYYakJ6BgAAALQaOVVz0jMAAACgFcmqmpOeATAUXOEOAGCYECy0BmdlAgAAAJqdnKo1yKkAAACAViCrag2yKgDqzYQ7AIAWJxQCAAAAoArkVAAAAABUhawKAFgdE+4AAFqUUKh1OSMTAAAA0EzkVK1LTgUAAAA0EzlVa5NVAVBPbWUXAABAfdVqNeHQMKDHAAAAQNXJqYYHPQYAAACqTk41fOgzAPXiCncAAC1AUDA8OSsTAAAAUDVyquFJTgUAAABUjZxq+JJVAVAPJtwBADQxwRAAAAAAVSCnAgAAAKAK5FQAQD2YcAcA0GSEQryeMzIBAAAAZZJV8Ro5FQAAAFAmORWvJ6sCYF21lV0AAAADU6vVBEOsktcFAAAA0GiyKlbFawIAAABoNDkV/fG6AGBduMIdAEDF+eLPQDgrEwAAADDU5FQMhJwKAAAAGGpyKgZKVgXA2jLhDgCggoRCAAAAAFSFrAoAAACAKpBTAQCNYsIdAECFCIVYF87IBAAAANSLnIp1IacCAAAA6klWxbqQVQGwNtrKLgAAgFe/1AuGqAevIwAAAGBdyKmoF68jAAAAYF3JqqgXryMABssV7gAASuJLPEPFWZkAAACAwZBTMVTkVAAAAMBgyaoYKrIqAAbDhDsAgAYSCAEAAABQFbIqAAAAAKpCVgUAVIkJdwAAQ0wYRBmckQkAAADoj7yKRpJTAQAAAP2RU9FosioABqqt7AIAAFpVrVYTClEqrz8AAADg9eRVlMXrDgAAAHg9ORVl8toDYCBc4Q4AoI58GadqnJUJAAAAhjd5FVUhpwIAAIDhTU5FlciqAFgTE+4AANaRMAgAAACAKpFXAQAAAFAFcioAoFmZcAcAsJYEQjQLZ2QCAACA1ierohnIqQAAAKD1yaloFrIqAFbHhDsAgEEQCNGsBEQAAADQemRVNCM5FQAAALQeORXNSlYFQH/ayi4AAKAZ1Go1wRBNz2sYAAAAWoOsimbn9QsAAACtQU5FK/AaBmBVXOEOAKAfvkgDAAAAUBWyKgAAAACqQlYFALQ6V7gDAHgDZ16ilXltAwAAQHORVdGqvK4BAACg+ciqaFVe1wC8kSvcAQD8gS/NDBe1Wi0dHR1llwEAAAD0Q07FcCGnAgAAgOqTVTFcyKoAeD0T7gCAYU0gxHAlIAIAAIDqkVUxHMmpAAAAoJpkVQxHsioAXmPCHQAwLAmEAAAAAKgKWRUAAAAAVSCnAgB4VVvZBQAANFKtVhMMwR/YFwAAAKBcsip4lf0AAAAAyiWngj+yLwCQuMIdADAM+AIM/avVauno6Ci7DAAAABg2ZFWwanIqAAAAaCw5FfRPVgWAK9wBAC3LmZdgYOwnAAAAMPRkVbBm9hEAAAAYenIqGBj7CcDw5gp3AEDL8UUXAAAAgCqQUwEAAABQFbIqAICBc4U7AKBlOPsSrD37DgAAANSPnArWnn0HAAAA6ktWBWvPvgMwfLnCHQDQ1Hyhhfqp1Wrp6OgouwwAAABoSnIqqB85FQAAAKwbWRXUj6wKYHhyhTsAoCk58xIMDfsVAAAADI6cCoaG/QoAAAAGT1YFQ8N+BTD8uMIdANBUfHEFAAAAoArkVAAAAABUgZwKAKD+1ukKd6eeemqKosjUqVN7l22xxRaZPn16Zs+encWLF+eGG27IDjvssMZtbbzxxvne976XF154IUuXLs3DDz+cgw8+uM/vuuuuu7JgwYLMnTs3V111VXbaaac+25g+fXqKougz7rjjjnV5iABARTj7EjSOfQ0AAAD6J6eCxrGvAQAAQP/kVNBY9jeA4WWtr3DX0dGR448/Pvfff3+f5VdffXWWL1+eww47LAsWLMjJJ5+cm2++Oe985zuzZMmSVW5r/fXXz0033ZSXXnopH/vYx/L8889n6623zsKFC3vX2W+//TJt2rT8+te/Tnt7e7797W/nxhtvXGm7N9xwQ4499tjen7u6utb2IQIAJcpK3GUAAP+cSURBVPMFFcpTq9XS0dFRdhkAAABQCXIqKI+cCgAAAP5ITgXlklUBDB9rNeFu9OjRueSSS3Lcccfl9NNP712+44475n3ve1923nnnPPzww0mSL37xi3nppZdy5JFH5sILL1zl9j7zmc9ks802y957753u7u4kybPPPttnnddf7S5Jjj322MybNy977LFHfvGLX/Qu7+zszNy5cwf0OEaOHJlRo0b1/jxmzJgB3Q8AGDpCIagOAREAAADDnawKqkFOBQAAwHAnp4LqkFUBDA9ta3OnadOm5brrrsstt9zSZ/lrk9eWLVvWu6ynpyddXV3ZZ599+t3eoYcemjvuuCPTpk3Liy++mAcffDCTJ09OW1v/5W288cZJkldeeaXP8v333z9z587NY489lh/84Ad585vf3O82Jk+enAULFvSO2bNn9/+gAYAhU6vVegcAAAAAlE1WBQAAAEAVyKkAAMox6Al3RxxxRHbfffdMnjx5pdseffTRPP3005kyZUo22WSTrL/++jnllFMyYcKETJgwod9tbr/99vnYxz6W9dZbLx/+8Ifzd3/3d/nqV7+a0047rd/7nHPOOfnFL36RWbNm9S674YYbctRRR+UDH/hAvvrVr2bPPffMf/7nf2bkyJGr3MaUKVMyduzY3rHlllsO4pkAANaVQAiqzz4KAADAcCKvguqybwIAADCcyKmg2uyfAK2vfTArb7XVVjnvvPNy4IEHprOzc6Xbu7u789GPfjQXXnhhfve736W7uzs333xzrr/++tVut62tLS+99FKOP/749PT05J577snEiRPzN3/zNznzzDNXWv973/te3v3ud6901bzLL7+899+zZs1KrVbLM888k0MOOSRXXXXVStvp6upKV1fXQB8+AFAHvmhC86nVauno6Ci7DAAAAKg7WRU0FzkVAAAArUxWBc1FVgXQ2gY14W6PPfbIuHHjcvfdd/9xA+3t2XfffXPiiSdm1KhRueeee7Lbbrtl7NixGTlyZF5++eXceeedq/0QOGfOnCxfvjw9PT29yx555JFMmDAh66+/fpYvX967/Pzzz8+hhx6afffdN7Nnz15tvS+++GKeeeaZ7LjjjoN5mABAnQmDoPkJiAAAAGgVsipobnIqAAAAWomsCpqbrAqgdQ1qwt0tt9ySd73rXX2WTZ8+PY8++mjOOuusPhPmFixYkCTZYYcd0tHRka9//ev9bve2227LJz/5yYwYMSJFUSRJdtppp7zwwgt9Jtt997vfzeGHH579998/Tz/99Brr3WyzzbL11ltnzpw5g3mYAECdCIQAAAAAqAI5FQAAAABVIasCAKi+QU24W7RoUWbNmtVn2eLFi/Pb3/62d/nHPvaxzJs3L88++2x22WWXnHfeebn66qtz00039d7noosuyuzZs/O1r30tSfLP//zP+au/+qucd955+e53v5sdd9wxX/va13L++ef33mfatGn55Cc/mcMOOywLFy7MuHHjkiS///3vs2zZsowePTpnnHFGrrjiisyZMydvectb8vd///d5+eWXc9VVV63dswMADJpACFqXMzIBAADQTORU0LrkVAAAADQbWRW0LlkVQGsa1IS7gZgwYULOOeecjBs3LnPmzMnFF1+cM888s88622yzTZ+r4T3//PM58MADM3Xq1DzwwAOZPXt2zjvvvJx11lm963zxi19Mktx66619tvWXf/mXueiii7JixYrssssu+fSnP51NNtkkc+bMycyZM3PEEUdk0aJF9X6YAMAbCIVgeBAQAQAAUHVyKhge5FQAAAA0A1kVDA+yKoDWMyJJUXYRVTFmzJgsWLAgY8eOzcKFC8suBwAqTyAEw5eACKD65BzNTw/L4XmnFXld02r6e03LqmhWbW1t2W233XLvvff2OWkpAyOnqh6fPWhFXtfrxvPX/PQQAAZHTgXDl6wKoNoGk3HU/Qp3AEDrEwoBAAAAUBWyKgAAAACqQE4FANA6TLgDAAZMKAS8plarOSMTAAAApbr11ltdDQyQUwEAAFAqx1MBryerAmgdJtwBAKslFAL6IyACAACg0Wq1Wtra2souA6gYORUAAACN5pgqoD+yKoDWYMIdALBKQiFgIAREAAAADDU5FTAQcioAAAAaQVYFDISsCqD5mXAHAPQhFAIAAACgCuRUwGA5kAkAAIChIqsCABheTLgDAARCwDpxIBMAAAD1IqcC1pWsCgAAgHqRVQHrQk4F0Nzayi4AAChPrVYTDAF14b0EgLKdeuqpKYoiU6dO7V22xRZbZPr06Zk9e3YWL16cG264ITvssMMat7Xxxhvne9/7Xl544YUsXbo0Dz/8cA4++OA+v+uuu+7KggULMnfu3Fx11VXZaaed+mxj+vTpKYqiz7jjjjvq94ABoMXIqYB68n4CQJnkVADQ/GRVQL14LwFoXq5wBwDDjC9wwFBxViYAytLR0ZHjjz8+999/f5/lV199dZYvX57DDjssCxYsyMknn5ybb74573znO7NkyZJVbmv99dfPTTfdlJdeeikf+9jH8vzzz2frrbfOwoULe9fZb7/9Mm3atPz6179Oe3t7vv3tb+fGG29cabs33HBDjj322N6fu7q66vzIAaD5yaqAoSKrAqAMcioAaF5yKmCoyKkAmpMJdwAwTAiFAABoRaNHj84ll1yS4447Lqeffnrv8h133DHve9/7svPOO+fhhx9Oknzxi1/MSy+9lCOPPDIXXnjhKrf3mc98Jptttln23nvvdHd3J0meffbZPuu8/iziSXLsscdm3rx52WOPPfKLX/yid3lnZ2fmzp1bl8cJAK1GVgUAQKuRUwFAc5JTAQCwKibcAUCLEwoBjeSMTAA02rRp03Ldddfllltu6XMg06hRo5Iky5Yt613W09OTrq6u7LPPPv0eyHTooYfmjjvuyLRp03LYYYdl3rx5+clPfpKzzjorPT09q7zPxhtvnCR55ZVX+izff//9M3fu3MyfPz+33nprTjvttMybN6/fxzJy5MjeupNkzJgxff6XxvC804q8rqmKW2+9tS7baWtr6/O/0Oy8pofOPffck/3226/sMoYdnz1oRV7X62a4PG/DIacCgFbheCqg0RxTBdB8TLgDgBYkFALKJCACoFGOOOKI7L777tlzzz1Xuu3RRx/N008/nSlTpuTzn/98Fi9enJNPPjkTJkzIhAkT+t3m9ttvnw984AO55JJL8uEPfzg77rhjpk2blvb29px55pmrvM8555yTX/ziF5k1a1bvshtuuCE//elP88wzz2S77bbLmWeemf/8z//MHnvska6urlVuZ/LkyTnjjDNWWj579uw1PBMMBc87rcjrmlYzadKkskuAuvKaHhoLFiwou4Rhy2cPWpHXNf0ZLjkVADQ7x1QBZXJMFUBzGZGkKLuIqhgzZkwWLFiQsWPHZuHChWWXAwCDJhQCqkRABFCuVs85ttpqq9RqtRx44IF54IEHkiQzZ87Mfffdl5NOOilJsvvuu+fCCy/Mrrvumu7u7tx88829Z/8+5JBDVrndxx57LBtssEG222673nVPOumk/M3f/E0mTpy40vrf+973csghh2SfffZZ7UF348ePzzPPPJNPfOITueqqq1a5zqrOHD579uxsueWWLdnDqvK804q8rilLva5o90ZtbW2ZNGlS7r///n6v7AHNxGu6MVzprnF89qAVeV2vm9eePzlV8+dUrdpDAFqfY6qAKnFMFUB5BnM8lSvcAUALEAoBADDc7LHHHhk3blzuvvvu3mXt7e3Zd999c+KJJ2bUqFG55557sttuu2Xs2LEZOXJkXn755dx5552r/fw8Z86cLF++vM+Bzo888kgmTJiQ9ddfP8uXL+9dfv755+fQQw/Nvvvuu8Yz3L/44ot55plnsuOOO/a7TldX1yrPKr5w4UIHMpXA804r8rqmUV77WzvUE4d6enpMTqKleE0PLX8DG89nD1qR1zWrMpxyKgBoNo6pAgBgbZlwBwBNSiAEVF2tVnNGJgCGzC233JJ3vetdfZZNnz49jz76aM4666w+ByItWLAgSbLDDjuko6MjX//61/vd7m233ZZPfvKTGTFiRIqiSJLstNNOeeGFF/ocxPTd7343hx9+ePbff/88/fTTa6x3s802y9Zbb505c+YM5mECQNOQVQFVJ6sCYKjIqQCgWuRUQNXJqQCaQ1vZBQAAg1Or1QRDQNPwfgXAUFm0aFFmzZrVZyxevDi//e1vM2vWrCTJxz72sey3337Zbrvtcuihh+amm27K1VdfnZtuuql3OxdddFH+/u//vvfnf/7nf87/+B//I+edd1523HHHfPjDH87Xvva1TJs2rXedadOm5VOf+lQ++clPZuHChRk3blzGjRuXDTbYIEkyevTonH322dlrr72y7bbbZr/99su1116bl19+OVdddVWDniEAaAxZFdBMvF8BMBTkVABQDXIqoJl4vwKoPle4A4Am4QsW0KyclQmAskyYMCHnnHNOxo0blzlz5uTiiy/OmWee2WedbbbZps9Zxp9//vkceOCBmTp1ah544IHMnj075513Xs4666zedb74xS8mSW699dY+2/rLv/zLXHTRRVmxYkV22WWXfPrTn84mm2ySOXPmZObMmTniiCOyaNGiIXzEANAYciqgmcmqACiDnAoAho6sCmhWciqAahuRpCi7iKoYM2ZMFixYkLFjx2bhwoVllwMASYRCQGsQDgE0npyj+elhOTzvtCKva+qlKjlVW1tbdtttt9x77719DkiGZuU13XiyqqHlswetyOt63Xj+mp8eAlBFVcmqANaFnAqgsQaTcbjCHQBUkEAIaDXOyAQAANCc5FRAK5JVAQAANCdZFdBq5FQA1dVWdgEAwB/VajXBENCyvL8BAAA0DzkV0Oq8xwEAADQPWRXQyry/AVSTK9wBQAX4wgQMF87KBAAAUG1yKmA4kVUBAABUl5wKGE7kVADVY8IdAJRIMAQAAABAFcipAAAAAKgCORUAAFVgwh0ANJhQCBjunJEJAACgGuRUALIqAACAKpBTAcipAKrGhDsAaAChEEBfAiIAAIByyKkAViarAgAAaDw5FcDK5FQA1WHCHQAMEaEQwOoJiAAAABpDTgWwZrIqAACAoSenAlgzORVANZhwBwB1JhgCAAAAoGwyKgAAAACqQE4FAEAzMuEOAOpAMASwdpyRCQAAoL7kVABrT1YFAABQP3IqgLUnpwIonwl3ALCWhEIA9SEgAgAAWDdyKoD6kVUBAACsG1kVQH3IqQDK1VZ2AQDQbGq1mmAIoM68rwIAAAyenApgaHhvBQAAGDxZFUD9eV8FKI8r3AHAAPjSAgAAAEAVyKkAAAAAqApZFQAArcoV7gBgNZx5CaBxvN8CAAD0T04F0FjecwEAAPonqwJoHO+3AOVwhTsAeANfTgDKU6vV0tHRUXYZAAAAlSGrAiiPrAoAAOCP5FQA5ZFTATSeK9wBwB848xJANXgvBgAAkFUBVIX3YgAAYLiTUwFUg/digMZyhTsAhj1fQgAAAACoAjkVAAAAAFUgpwIAYLgz4Q6AYUkoBFBttVotHR0dZZcBAADQELIqgGqTVQEAAMOFnAqg2uRUAI1jwh0Aw4pQCKB5CIgAAIBWJqcCaC6yKgAAoJXJqgCah5wKoDHayi4AABqhVqsJhgCakPduAACg1cipAJqX928AAKDVyKoAmpP3boCh5wp3ALQsXygAAAAAqAI5FQAAAABVIasCAIA1c4U7AFqOMy8BtBbv6QAAQLOSUwG0Hu/rAABAs5JVAbQW7+kAQ8sV7gBoCb44ALS2Wq2Wjo6OsssAAAAYEFkVQGuTVQEAAM1CTgXQ2uRUAEPHFe4AaGrOvAQwfHi/BwAAqk5WBTB8eL8HAACqTE4FMHx4vwcYGq5wB0BT8gUBAAAAgCqQUwEAAABQBXIqAACoHxPuAGgaQiEAarVaOjo6yi4DAABAVgWArAoAAKgEORUAciqA+msruwAAWJNarSYYAqCXvwkAAECZZFUAvJ6/CQAAQFnkVAC8nr8JAPVlwh0AlSUUAqA//j4AAACNJqsCoD/+PgAAAI0kpwKgP/4+ANRPe9kFAMDr+bAPAAAAQFXIqgAAAACoAjkVAAA0lgl3AJROIATA2qjVauno6Ci7DAAAoAXJqwAYLFkVAAAwFORUAAyWnAqgPky4A6AUwiAA6kFABAAA1Iu8CoB1JasCAADqRVYFwLqQUwGsu7ayCwBgeKnVagIhAOrK3xUAAGBdyKsAqCd/UwAAgHUhqwKgXvw9AVg3rnAHwJDzoR0AAACAKpFXAQAAAFAFcioAAKgmE+4AGBLCIAAaqVarpaOjo+wyAACACpNXAdAosioAAGB15FQANIqcCmDtmXAHQF0JhAAoi4AIAAB4I1kVAGWRVQEAAK8npwKgLHIqgLVjwh0A60wgBEBVCIgAAABZFQBVIasCAIDhTU4FQFXIqQAGz4Q7ANaaUAgAAACAqpBVAQAAAFAFcioAAGh+JtwBMGhCIQCqzBmZAABg+JBTAVB1sioAABg+ZFUAVJmcCmBw2souAIDmUavVBEMANAV/rwAAoLXJqQBoJv5mAQBAa5NVAdAs/L0CGDhXuANgtXy4BqBZOSsTAAC0FjkVAM1MVgUAAK1FVgVAs5JTAQyMCXcArJJQCAAAAIAqkFMBAAAAUBWyKgAAGB5MuAOgD6EQAK3EGZkAAKB5yakAaDWyKgAAaE5yKgBajZwKYM3ayi4AgGqo1WrCIQBakr9vAADQXORUALQyf+MAAKB5yKkAaGX+xgGsnivcAQxjPiwDMFw4KxMAAFSbnAqA/8/e3wdZWd+H//8L5KZVQIIW2GJUGLDTRD8ssvSr+TmgGaHRdDCT+I0lzZSkn69m9GPu6DQVmho7TuTTZL4qKqnjfKihDulM0k/ESRW/LMShiXfliDcJkZB8EEw3gK5Sl5vIAru/P1KOHPbuOmfPzXWu6/GYOaOcvfbaa5fT9OzT9+t95YlWBQAA6aVTAZAnOhXAwAzcAeSQMAQAAABAGuhUAAAAAKSBTgUAAJzKwB1ATohCAOSdHZkAACA9tCoA8k6rAgCAdNCpAMg7nQqgfyMbfQEA1FahUBCGAOC/+P+JAADQWFoVALzH/08EAIDG0akA4D3+fyJAX+5wB5BR3vwCQP/sygQAAPWlUwHAwLQqAACoH50KAAamUwGUMnAHkCGiEAAAAABpoVUBAAAAkAY6FQAAUC4DdwAZIAoBQHnsyAQAALWhUwFA+XZGxEWNvggAAMggrQoAyqNTAbzHwB1AExOFAKByhu4AAKB6dCoAKN+EU9qUxUwAAFA9WhUAlEenAujLwB1AkxGEAKB6DN0BAEDldCoAqMyEAXqUxUwAAFA5rQoAyqdTAQzMwB1AkxCFAKA2DN0BAEB5dCoAqMxAC5gAAIDKaVUAUD6dCmBoBu4AUkwQAoD6MHQHAABD06oAoHzlLl6yezgAAAxNpwKA8ulUAOUxcAeQQqIQAAAAAGmhVQFAfVnMBAAA/dOpAKC+dCogzwzcAaSIKAQAjeMudwAA8B6dCgCqo6tQKHv38AiLmQAA4CSdCgCqQ6cCKI+BO4AGE4UAID0M3QEAkHdaFQBUX6WLmQAAIM90KgCoPp0KIDkDdwANIgoBQDoZugMAIG90KgCovUoWM63vjfjYiBpdEAAApJRWBQC1pVMBJGPgDqDORCEASD9DdwAA5IFOBQDp9LPe9/7dYiYAAPJCqwKA9NGpgDwzcAdQB4IQAAAAAGmgUwFA4wy1e/ipC5hOZTETAABZpVUBQGPoVABDM3AHUCOCEAA0N3e5AwAgK7Zs2VL8Z09PT4OvBgDyrb/FTAMtYAIAgCyypgoA0kGnAhicgTuAKhKEACBbDN0BANCsdCoASK+uQiH+Y255zcnu4QAANDOtCgDSSacCGJiBO4AqEIUAILsM3QEA0Cw0KgDINouZAABoJloVAGSXTgXkgYE7gAqJQgCQH4buAABIM50KAJrPeS+Uv3t4hMVMAACkn1YFAM1FpwLon4E7gDIIQgAAAACkhVYFAM2t0sVMAACQNjoVADQ3nQqgr5GNvgCAZlAoFIQhAMg57wUAAEgLrQoAsuO8F8r//+neBwAAkBY6FQBkh04FUMod7gAG4E0gAHC6QqEQbW12cwIAoP60KgDg1EVPOhUAAI2iUwEAOhWQB+5wB3AaOy8BAIPxPgEAgHrSqgAg+4baPfy8Fwr9HuM9AgAA9aRTAUD26VQA73GHO4D/4s0eAAAAAGmgUwFA/pz3QiH+Y25bn+cAAKDRtCoAyBedCuC3DNwBuScKAQDlKhQK0dbWNvSBAABQBp0KAPKtkoVLOhUAALWiVQFAfulUAAbugJwShACA4RKJAACoBp0KABgunQoAgGrRqgCA4dCpgCwZ2egLAKinQqEgDAEAVeN9BQAAldKpAIBq8r4CAIDh0KoAgGrxngLICne4A3LBmzcAAAAA0kCnAgAAACANdCoAAICBucMdkGl2XwIAas17DQAAktCpAIBa814DAIAkdCoAoNa81wCywB3ugMzxJg0AqLdCoRBtbW2NvgwAAFJGpwIA6k2nAgCgPzoVAFBvOhXQ7NzhDsgMuy8BAI3kfQgAACfpVABAI3kfAgDASToVANBI3ocAzWxYA3e33XZb9Pb2xj333FN8bvLkyfHwww9HR0dHHD58ODZs2BAzZ84c8lxnn312PPDAA/HrX/86fvOb38TPfvazuOaaa0qOufnmm2PXrl3xm9/8JgqFQlxxxRV9zvO1r30tOjo64siRI/HUU0/FBz7wgeF8i0DKnYxC3pABAAAA0Gg6FQAAAABpoFMBAGnhPQnQrCoeuGtra4ubbropXn755ZLn169fHzNmzIjrrrsu5syZE3v27IlNmzbFmWeeOeC5Ro8eHe3t7XHhhRfG9ddfH3/wB38QN954Y3R0dBSP+eQnPxn33ntvfP3rX485c+bEj370o9iwYUO8//3vLx7zla98JZYtWxa33nprzJs3L/bt2xft7e0xbty4Sr9NIKVEIQAgjbw/AQDIJ60KAEgb700AAPJJpwIA0sj7E6AZjarkk84666xYt25d3HjjjfHVr361+PysWbPi8ssvjw9+8IPxs5/9LCIibrnllnjjjTdiyZIlsWbNmn7P9xd/8RcxadKk+NCHPhTHjx+PiIjXX3+95Jhly5bFmjVriuf48pe/HH/8x38cN998c6xYsSIiIr70pS/F17/+9Xj00UcjImLp0qWxf//++NSnPhUPPfRQn687ZsyYGDt2bPHP48ePr+THAdSRN1wAQNoVCoVoa2tr9GUAAFBjOhUAkHY6FQBAPuhUAEAz0KqAZlPRHe5Wr14djz/+eGzevLnk+ZPDa++++27xuZ6enuju7o4rrrhiwPMtXrw4nn322Vi9enXs27cvfvKTn8Ty5ctj5MjfXt7o0aNj7ty5sXHjxpLP27hxY3zoQx+KiIjp06dHS0tLyTHd3d2xZcuW4jGnW758eXR1dRUfp95RD0iPkzsviUMAQLPwvgUAILt0KgCgmXjfAgCQXToVANBsvHcBmknZd7i74YYb4tJLL4158+b1+diOHTti9+7dsXLlyvjc5z4Xhw8fjmXLlkVLS0u0tLQMeM4ZM2bEhz/84Vi3bl1ce+21MWvWrFi9enWMGjUq7rzzzjj33HNj1KhRsX///pLP279/f0ydOjUiovjP/o654IIL+v26K1eujLvvvrv45/Hjxxu6gxTxpgoAAACANNCpAAAAAEgLrQoAAKD2yhq4O++882LVqlWxaNGiOHr0aJ+PHz9+PD7xiU/EmjVr4sCBA3H8+PHYtGlTPPHEE4Oed+TIkfHGG2/ETTfdFD09PbFt27b4/d///firv/qruPPOO4vH9fb2lnzeiBEj+jyX5JiTuru7o7u7e9BrA+pPFAIAsqBQKERbW1ujLwMAgGHQqQCALNj15MqY8ZHljb4MAACGSasCALJAqwKaRVkDd3Pnzo0pU6bECy+88N4JRo2K+fPnx6233hpjx46Nbdu2xZw5c2LChAkxZsyY6OzsjOeee27QX/b27t0bx44di56enuJzr776arS0tMTo0aOjs7Mzjh8/XryL3UmTJ08u3tFu3759EfHbO92d/PfTjwHSSxACALLI0B0AQPPRqQCArJjU2V78dwuZAACak1YFAGSFVgU0m5HlHLx58+a4+OKLo7W1tfjYunVrrFu3LlpbW0sG5rq6uqKzszNmzpwZbW1t8dhjjw143qeffjpmzpwZI0aMKD530UUXxa9//es4duxYHDt2LF544YVYuHBhyectXLgwnnnmmYiIeO2112Lv3r0lx4wePToWLFhQPAZIl0KhUHwAAGSV9zoAAM1BpwIAsmJSZ3vJAqaTdj25sgFXAwBAJbQqACALTnYqrQpoRmXd4e7QoUOxffv2kucOHz4cb731VvH566+/Pt588814/fXX45JLLolVq1bF+vXro739vf+RXLt2bXR0dMSKFSsiIuIf/uEf4vOf/3ysWrUq7r///pg1a1asWLEi7rvvvuLn3H333fHII49EoVCIZ599Nm666aY4//zz48EHHywec++998aKFSviF7/4RfziF7+IFStWxJEjR+I73/lO+T8ZoCaEIAAAAADSRK8CALKiv4VLAAA0D50KAMgKnQrIgrIG7pJoaWmJu+++O6ZMmRJ79+6Nf/qnf4o777yz5Jjzzz+/5G54//Ef/xGLFi2Ke+65J1555ZXo6OiIVatWxd///d8Xj/nud78b55xzTtx+++3R0tISP/3pT+Paa6+N119/vXjMN77xjfjd3/3d+Na3vhXve9/74vnnn49FixbFoUOHqv1tAmUShACAPCsUCtHW1tboywAA4BR6FQCQBeUuXtr15MqY8ZHlNboaAAAqoVMBAFlQyZCdVgWk2YiI6G30RaTF+PHjo6urKyZMmBAHDx5s9OVA0xODAABKGboD6knnaH7+DhvDzz278tyqRo4cGXPmzIkXX3yxZDM8aFZe02SN1zTDUelu4bVcyOQ9NVnkdT08fn7Nz98hVF+eWxUAkE3DuaudoTugXsppHFW/wx2Qb2IQAMDA3OkOAKC+tCoAIOvePneh3cMBAJqEVgUAZFmlnSpCqwLSycAdUBWCEAAAAABpoFMBAHkznMVMAADUllYFAOSJTgVkiYE7oGKCEABA+dzlDgCg+nQqACDvKlnMpFMBANSGVgUA5FmlQ3daFZA2Bu6AsolCAADDIxABAFSHTgUAUL63z11Y/HedCgCgerQqAIDyaVVAWhm4AxIRhAAAqksgAgConFYFANDXULuHn7p46VQ6FQBA5XQqAIC+Ku1UEVoVkB4G7oBBiUIAAAAApIVWBQAwuP4WMw22gAkAgMroVAAAg9OpgGY3stEXAKRToVAQhgAAasz7LYDque2226K3tzfuueee4nOTJ0+Ohx9+ODo6OuLw4cOxYcOGmDlz5pDnOvvss+OBBx6IX//61/Gb3/wmfvazn8U111xTcszNN98cu3btit/85jdRKBTiiiuu6HOer33ta9HR0RFHjhyJp556Kj7wgQ8M/xuFHDrZqbx3AgBI5u1zF5Y8kvBeC6B6dCrILp0KAKA8lXSqCK0KSAcDd0CRKAQAUH/eewEMX1tbW9x0003x8ssvlzy/fv36mDFjRlx33XUxZ86c2LNnT2zatCnOPPPMAc81evToaG9vjwsvvDCuv/76+IM/+IO48cYbo6Ojo3jMJz/5ybj33nvj61//esyZMyd+9KMfxYYNG+L9739/8ZivfOUrsWzZsrj11ltj3rx5sW/fvmhvb49x48ZV/wcAGaVTAQDUl/deAMOnU0E26VQAAPXn/RfQaAbuAFEIAKDBvBcDqNxZZ50V69atixtvvDEOHDhQfH7WrFlx+eWXx8033xyFQiF27twZt9xyS4wbNy6WLFky4Pn+4i/+IiZNmhQf+9jH4plnnonXX389nn766XjllVeKxyxbtizWrFkTa9asiR07dsSXv/zl+NWvfhU333xz8ZgvfelL8fWvfz0effTR2L59eyxdujTOPPPM+NSnPlWbHwRkiFYFANA43ocBVE6nguzRqQAAGst7MaCRRjX6AoDG8SYEAACAZrd69ep4/PHHY/PmzfHVr361+PzYsWMjIuLdd98tPtfT0xPd3d1xxRVXxJo1a/o93+LFi+PZZ5+N1atXx3XXXRdvvvlmfOc734m///u/j56enhg9enTMnTs3/uf//J8ln7dx48b40Ic+FBER06dPj5aWlti4cWPx493d3bFly5b40Ic+FA899FC/X3vMmDHF646IGD9+fMk/qQ8/98bZsmVLoy8hs0aOHFnyT2h2XtNkjdc0aTPc98LeU5NFXtfDk5efWx46FeSFNVUAAAAYuIOcEYQAANKpUChEW1tboy8DoKnccMMNcemll8a8efP6fGzHjh2xe/fuWLlyZXzuc5+Lw4cPx7Jly6KlpSVaWloGPOeMGTPiwx/+cKxbty6uvfbamDVrVqxevTpGjRoVd955Z5x77rkxatSo2L9/f8nn7d+/P6ZOnRoRUfxnf8dccMEFA37t5cuXxx133NHn+Y6OjgE/h9rxcyeLZs+e3ehLgKrymiZrvKZJi66urqqcx3tqssjrmoHkpVNBlllTBQCQTp+P/xX3x//T6MsAcsjAHeSEKAQAkH6G7gCSO++882LVqlWxaNGiOHr0aJ+PHz9+PD7xiU/EmjVr4sCBA3H8+PHYtGlTPPHEE4Oed+TIkfHGG2/ETTfdFD09PbFt27b4/d///firv/qruPPOO4vH9fb2lnzeiBEj+jyX5JhTrVy5Mu6+++7in8ePHx8dHR0xbdq0OHjw4KDXTfX4udeHu9nV18iRI2P27Nnx8ssvR09PT6MvB4bNa5qs8ZomLf55wU9K/vxg3FrRebynJou8rofn5M8vq/LUqSCLrKkCAEintW0vFf/d0B3QCAbuIMMEIQCA5mPoDiCZuXPnxpQpU+KFF14oPjdq1KiYP39+3HrrrTF27NjYtm1bzJkzJyZMmBBjxoyJzs7OeO655wb9fXnv3r1x7NixkoXOr776arS0tMTo0aOjs7Mzjh8/Xtwd/KTJkycXdwrft29fRPx2B/GT/376Mf3p7u6O7u7uPs8fPHjQYr4G8HOvvlP/b88wQWP09PT42ZMpXtNkjdc0jXLq4qVTfSbuGdZCJu+pySKva/qTp04FWWJdFQBA+gzUqSIM3QH1N7LRFwBUX6FQEIUAAADItM2bN8fFF18cra2txcfWrVtj3bp10draWrIQqaurKzo7O2PmzJnR1tYWjz322IDnffrpp2PmzJkxYsSI4nMXXXRR/PrXv45jx47FsWPH4oUXXoiFCxeWfN7ChQvjmWeeiYiI1157Lfbu3VtyzOjRo2PBggXFYyBPtCoAgHRa2/bSoIuYAEhGp4LmolUBAKSPTgWkkTvcQYaIQQAA2eAudwBDO3ToUGzfvr3kucOHD8dbb71VfP7666+PN998M15//fW45JJLYtWqVbF+/fpob28vfs7atWujo6MjVqxYERER//AP/xCf//znY9WqVXH//ffHrFmzYsWKFXHfffcVP+fuu++ORx55JAqFQjz77LNx0003xfnnnx8PPvhg8Zh77703VqxYEb/4xS/iF7/4RaxYsSKOHDkS3/nOd2r5Y4HU0KkAANKp3IVLdg4HGJpOBemnVQEApE8lA3ZaFVBPBu6gyQlCAADZZOgOYPhaWlri7rvvjilTpsTevXvjn/7pn+LOO+8sOeb8888v2WX8P/7jP2LRokVxzz33xCuvvBIdHR2xatWq+Pu///viMd/97nfjnHPOidtvvz1aWlripz/9aVx77bXx+uuvF4/5xje+Eb/7u78b3/rWt+J973tfPP/887Fo0aI4dOhQ7b9xaCCtCgAgeyxkAhg+nQoaQ6sCAMgerQqolxER0dvoi0iL8ePHR1dXV0yYMCEOHjzY6MuBQQlCAAD5YOgOqJTO0fz8HTaGn3tltKp0GzlyZMyZMydefPHFksWb0Ky8pskar2nqrZLdwyMi8UIm76nJIq/r4fHza37+DmkmOhUAQPOotFNFJG9VAKcqp3G4wx00GVEIAAAAgLTQqgAAms/SQuuwFjMBAKSRTgUA0Hx0KiDNDNxBExCEAADyq1AouMsdAJAqWhUAQPOrZDGTTgUApI1OBQDQ/CodutOqgFozcAcpJgoBABAhEAEA6aBVAQDk09JCa/HfdSoAIA10KgCA/NKqgHoxcAcpJAoBAHA6gQgAaASdCgAgu4baPfzUxUun0qkAgEbRqgAAsqnSThWhVQG1Y+AOUkQUAgAAACANdCoAgHzobzHTYAuYAAAaQasCAMg+nQpIGwN30GCCEAAASdmRCQCoJZ0KACCfKlm4pFMBALWmVQEA5E+lA3ZaFVALIxt9AZBXhUJBGAIAoGzeQwIA1aZTAQBQCe8hAYBa0KoAAKiE95BAtbnDHdSZ/2cOAMBw2ZUJAKgGnQoAgOHSqQCAatCpAACoBq0KqCYDd1AnwhAAAAAAaaBTAQAAAJAGOhUAAABpZeAOamjXkyuL//52A68DAIDssSMTAFAOi5cAAKgVnQoAKIdOBQBALWlVQLUYuIMqO3XIDgAAakkgAgAGY/ESAAD1olMBAIPRqQAAqCetCqgGA3dQBUmG7CZ1tsfb5y6sw9UAAJAnAhEAcCqLlwAAaBSdCgA4lU4FAEAjaVXAcBm4g2Eo9252hu4AAAAAqDaLlwAAAABIA50KAACArDBwB2Uqd8judIbuAACoNjsyAUA+WcAEAEDaFAqFuOqqqxp9GQBAnelUAACkkTVVwHAYuIMEhjtkBwAAtSYQAUA+WLwEAEDabdmypdGXAADUiVYFAEDaWVMFVMrAHQyiVoN27nIHAEAtCEQAkF0WLwEAAACQFloVAADNxJoqoBIG7uA09bqbnaE7AAAAAAZj4RIAAAAAaaFVAQAAkCcjG30BkBa7nlxZt2G7kyZ1ttf16wEAkH3+YycANL9CoeD/pwMA0PS2bNnS6EsAAKpAqwIAIAu8pwXK5Q535Fq9B+wAAKAeCoVCtLW1NfoyAIAy+Y88AABkjU4FAM1JpwIAIIu0KqAc7nBHLjXibnYDcZc7AABqwX8IBYDmYZdwAACyzHtdAGgeOhUAAFnn/S6QlDvckStpGbI73aTO9nj73IWNvgwAAAAA6uTUTvV2A68DAADqwe7hAJBeOhUAAAD0ZeCOzEvrkN3pDN0BAFBtFjIBQPo0S6sCAIBq06oAIF10KgAA8kqnApIY2egLgFrZ9eRKYQgAgNwrFAqNvgQAIAZvVZM62+t8NQAA0BhaFQA0nk4FAAA6FTA0A3dkTjMP2olWAADUgkAEAI2TtFXpQgAA5IVWBQCNoVMBAEApnQoYzKhGXwBUQ7MO2PVnUmd7vH3uwkZfBgAAAAAVqrRV6UIAAAAAVJNOBQAAAJUxcEdTy9Kg3alEKwAAqq1QKERbW1ujLwMAMq2ererkTuMaEgAAzUirAoDaqveaKq0KAIBmpVMBAzFwR9PJ6pAdAADUmkAEANVX7VY11EZMJxcvJT0eAADSSqsCgOqrZqsqt1Ml+RwAAEgjnQroj4E7mkbeBu0EKAAAakEgAoDqqGWr6q8L9beAabDjAQAAAMiPWrWqcjvVQJ8DAAAAzcbAHamXt0G7UwlQAAAAAOlRz0411MKl/o7XkQAAaDY2hwKAytWrVZXbqU5+jlYFAEAz0amA0xm4I5XyPGR3OgEKAIBqE4gAoDxaFQAA1I5WBQDl0aoAAKA2dCrgVAbuSBVBCAAA6kMgAoChNVurSrpx06m7ktvoCQAAACD9mq1TRSRrVToVAAAAaWXgjlRoxihUT+5yBwAAAFBfr3z/jug90d3oyyjbQB3p1MVLSY4HAIB6sjkUAPSv2ddU9deedCoAANJMpwJOMnBHwzR7EKo3UQkAgGoTiADgPSdb1YgzxjT4SoZvoEVLgx2vOwEA0GhaFQD8VtbWVJXTqnQqAADSQKcCIgzc0QBZi0L1JCoBAFBtAhEAeadV/ZbuBAAAANBYOtVv6VQAAACkgYE76kYUAgCAdDJ0B0De6FQAAJBOOhUAeaRVAQBA+uhUgIE7ak4Uqi67OAEAAABURqcanO4EAEAaWMwEQF5oVQPTqQAASAOdCvLNwB01IQjVlqgEAEC1CUQAZJVOVR7dCQCANNCqAMginao8OhUAAGmgU0F+GbijqoSh+hGVAACoNoEIgKzQqIZHdwIAAACoDp1qeHQqAAAAGsXAHVUhDgEAAADQSPoUAABki82hAGhWOhUAAGSLTgX5ZOCOYRGIGssuTgAAVJtABEAz0aZqR3cCACANtCoAmoVOVTs6FQAAaaBTQf4YuKNsAlG6iEoAAFSbQARA2ulT9aE7AQCQBloVAGmmU9WHTgUAQBroVJAvBu5IRBxKN1EJAAAAyAONqv50JwAAAIC+dKr606kAAACoJwN3DEgYAgCA/LIjEwBpolM1h7l7fvve4YULCg2+EgAAskarAiAtdKrmoVUBAFALOhXkh4E7+hCGmpNdnAAAqDaBCIBG0qjSY6judHLx0ql/tpAJAIBq06oAaBSdKj3K7VQnn9OqAACoJp0K8sHAHREhDGWFoTsAAKpNIAKg3nSqdOqvO/W3gOnUj1nIBABAtWlVANSTTpVO5Xaqkx/XqgAAqCadCrLPwF2OiULZZOgOAAAAaDY6VXOY1Nke0w8vT3y8hUwAAABAM9Kq0q/cThWhVQEAAFAeA3c5JAoBAADlsCMTALWiUwEAAOXSqgCoFa0KAAAoh04F2WbgLicEoXxxlzsAAKpNIAKgWnSq5vbaWSvd5Q4AgIbTqgCoFq2qeZXbqSK0KgAAqk+nguwa2egLoLZ2PblSGMqpSZ3tjb4EAAAyplDwHyABqJxOlR2vnVXe3+PcPf4DEwAA1adVATAcWlU2lNupIrQqAACqT6eCbHKHuwwSgzjJne4AAACARtOqssmd7gAAAIBmo1NlkzvdAQAAUAsG7jJEFAIAAGqtUChEW5udPwEYmlbFSZXsNA4AAEloVQAkoVNxKq0KAIBa0KkgewzcZYAoxGDc5Q4AgGoTiAAYiE6VL0PtHn764iWdCgCAWtCqAOiPTpUv5XaqCK0KAIDq06kgWwzcNSlRiHIIRAAAVJtABMCptKr86m8x02C7hOtUAADUglYFwEk6VX6V26kitCoAAKpPp4LsMHDXZEQhKiUQAQAAANWkU3HSUAuXTqdTAQAAANWmVRFRfqeK0KoAAADon4G7JiEKAQAAaWNHJoB80qkAAIA00qoA8kmrAgAA0kangmwwcJdighDVZkcmAACqTSACyAedimrTqQAAqAWtCiAftCqqTasCAKDadCpofiMbfQH0tevJlcIQNTOps73RlwAAQMYUCoVGXwIANaJTUUs6FQAAtaBVAWSXVkUtaVUAAFSbTgXNzR3uUkIMop7sygQAAAAMRquiXnQqAAAAYDA6FfWkVQEAAHCSgbsGE4UAAIAsKBQK0dbW1ujLAGCYtCoAACALtCqA5qdTAQAAWaBTQfMycNcgohCNZkcmAACqTSACaE46FY2mUwEAUAtaFUDz0alIA60KAIBq06mgORm4qyNRiLQRiAAAqDaBCKB5aFWkiU4FAEAtaFUAzUGnIm20KgAAqk2nguZj4K4ORCHSTCACAACAfNGqSCudCgAAAPJFpyLNtCoAAIB8M3BXQ6IQAACQR3ZkAkgnrQoAAMgjrQogfXQqAAAgj3QqaC4G7qpMEKIZ2ZEJAIBqE4gA0kGrotnoVAAA1IJWBdB4OhXNSKsCAKDadCpoHgbuqkAQIgsEIgAAqk0gAmgcvYpmplMBAFALWhVAY+hUNDutCgCAatOpoDkYuKuQGEQWCUQAAADQvPQqskSnAgAAgOamVZElWhUAAED+GLgrkxgElZvU2R4RIUABAOSIHZkAak+vAgAASEarAqg9rQoAAGBoOhWkn4G7BIQg8qQWOzKdHLSr5dcAACC9BCKA6tOryAMNCQCAWtCqAKpLpyIvtCoAAKpNp4J0M3A3ADGIPKtGIDp9yK4WXwMAgOYhEAEMn15FHmlIAADUglYFMDw6FXmlVQEAUG06FaSXgbt+vPL9O6L3RHejLwMaqtJANNSgXTW+BgAAAOSJVkXeaUgAAACQDjoVaFUAAAB5MbLRFwBkw6TO9rKG7QAAyJ9CodDoSwAAcmBSW1tMsgskAABD0KoAgFrTqQAASEKngnQycAcMaKgBupNDdsMZtDOkBwCQLwIRAFCJITvVfy1eOnUBk8VMAAAMRasCACqRtFWd+mcAABiMTgXpY+AOGFR/gajad7MzdAcAkC8CEQBQiX471RC7hFvMBADAULQqAKAS5bYqnQoAgKHoVJAuBu768d8+fkejLwFS5dQ72dVqOM7QHQAAAPRPq4L3TOps7/dudoN+jsVMAAAAUBU6FZQqt1XpVAAAAM3DwN0AZnxkeaMvAQAAILPsyARQHq0KAACgdrQqgOR0KgAAgNrRqSA9hjVwd9ttt0Vvb2/cc889xecmT54cDz/8cHR0dMThw4djw4YNMXPmzEHPs3Tp0ujt7e3zGDt2bPGY1157rd9jHnjggeIxDz/8cJ+PP/vss8P5FoE6cpc7AIB8EYgAgIo8ubLsT7F7OAAAQ9GqAICKlNmqdCoAAIaiU0E6VDxw19bWFjfddFO8/PLLJc+vX78+ZsyYEdddd13MmTMn9uzZE5s2bYozzzxz0PO98847MXXq1JLH0aNHix+fN29eyceuvvrqiIj43ve+V3KeDRs2lBx37bXXVvot2pEJGsDQHQBAvghEAMlpVXAKQ3cAANSAVgWQjE4FpzF0BwBAlelU0HgVDdydddZZsW7durjxxhvjwIEDxednzZoVl19+edx8881RKBRi586dccstt8S4ceNiyZIlg56zt7c39u/fX/I4VWdnZ8nH/uRP/iR++ctfxpYtW0qOO3r0aMlxp17f6caMGRPjx48veZxOIIL6M3QHAJAvAhFAcloVnMLQHQAAADSMTgWnMXQHAACQKRUN3K1evToef/zx2Lx5c8nzY8eOjYiId999t/hcT09PdHd3xxVXXDHoOceNGxe7d++OX/3qV/GDH/wgWltbBzx29OjR8elPfzr+8R//sc/Hrrzyyti/f3/8/Oc/j4ceeih+7/d+b8DzLF++PLq6uoqPjo6Ofo8TiAAAAGrL0B1AcloVnKKMhUwz/usBAACD0akAktOpoDI6FQAASehU0FhlD9zdcMMNcemll8by5X2DyY4dO2L37t2xcuXKmDhxYowePTr++q//OlpaWqKlpWXAc+7YsSM+85nPxOLFi2PJkiXx7rvvxtNPPx0zZ87s9/iPfexjMXHixPj2t79d8vyGDRviz/7sz+LDH/5w/OVf/mXMmzcvfvjDH8aYMWP6Pc/KlStjwoQJxce0adOS/yCAmnKXOwAAAAASGWLo7vQFTG12DwcAYAgWMwEAFdGpAACoMp0KGqesgbvzzjsvVq1aFZ/+9Kfj6NGjfT5+/Pjx+MQnPhEXXXRRHDhwII4cORJXXnllPPHEE3HixIkBz/v888/HunXr4pVXXokf//jH8clPfjJ27twZn//85/s9/r//9/8eGzZsiL1795Y8/93vfjeeeOKJ2L59e/zrv/5rXHPNNXHRRRfFRz/60X7P093dHQcPHix5DMSOTFB/hu4AAPJFIAJITquC0/SzmGmwncItZgIAYChaFUAyOhWcRqcCAKDKdCpojLIG7ubOnRtTpkyJF154IY4dOxbHjh2LK6+8Mr7whS/EsWPHYuTIkbFt27aYM2dOnH322dHS0hLXXHNNnHPOOfHaa68l/jq9vb2xdevWmDVrVp+PnX/++XH11VfH//pf/2vI8+zbty/27NnT73kqIRBB/Rm6AwDIF4EIIDmtCk7z5Mri4qWBFjCdymImAAAAqA6dCk6jUwEAADS9sgbuNm/eHBdffHG0trYWH1u3bo1169ZFa2tr9PT0FI/t6uqKzs7OmDlzZrS1tcVjjz1W1oW1trb2uYNdRMRnP/vZeOONN+Lxxx8f8hyTJk2K97///f2ep1ICEQAAQG0ZugMAAAAgDXQqAAAAANJAp4L6K2vg7tChQ7F9+/aSx+HDh+Ott96K7du3R0TE9ddfHwsWLIjp06fH4sWLo729PdavXx/t7e/dpWrt2rVx1113Ff98++23x6JFi2L69Okxe/bsWLNmTbS2tsaDDz5Y8vVHjBgRn/3sZ2Pt2rVx4sSJko+dddZZ8c1vfjMuu+yyuOCCC2LBggXxgx/8IDo7O+PRRx8t+wcDpIe73AEA5I9IBJCMzaGg1K4nV5Z1vN3DAQAYik4FkIxOBaV0KgAAqk2ngvoqa+AuiZaWlnjkkUdix44dcd9998UjjzwSS5YsKTnm/PPPj5aWluKfJ06cGA899FC8+uqrsXHjxpg2bVrMnz8/tm7dWvJ5V199dVxwwQXxj//4j32+7okTJ+KSSy6Jxx57LHbu3Blr166NnTt3xuWXXx6HDh2q6vcoEEH9GboDAACA/mlVUMpiJgAAqs1iJoBkdCoopVMBAFBtOhXUz6jhnuCqq64q+fP9998f999/f1mfs2zZsli2bNmQX6u9vT1GjBjR78fefffd+MhHPjLkOaplxkeWl/0LMTA8kzrb4+1zFzb6MgAAqJNCoeA/LAIAFdn15MqyFvm1tbX5j1MAAAAAVJ1OBQAA0Jyqfoe7PLErEwAAQG35D4oAyehUULldT660uRoAAEPSqQCS0amgcjoVAABJ6FRQHwbuhkkkgvqa1Nne6EsAAKDORCKAZHQqKDXU4qTTFzDpTgAADEWnAkhGp4JSOhUAANWmU0HtGbgDmo6oBACQPyIRAFCJ/hYzDbZTuO4EAMBQdCoAoBI6FQAA1aZTQW2NavQFZMGMjyx3K3eos0md7fH2uQsbfRkAAACQKjoV9FXu/03oTgAAADB8OhX0pVMBAAA0D3e4q5IZH1ne6EsAAADINLsyASSjUwEAANSWTgWQjE4FAABQWzoV1I6BuyoSiaC+JnW2N/oSAACoM5EIIBmdCoZHdwIAYCg6FUAyOhUMj04FAMBQdCqoDQN3QFMTlQAA8kckAvpz2223RW9vb9xzzz3F5yZPnhwPP/xwdHR0xOHDh2PDhg0xc+bMQc+zdOnS6O3t7fMYO3Zs8ZjXXnut32MeeOCB4jEPP/xwn48/++yz1f/GgZrRnQAAGIpOBfRHpwKqTacCAGAoOhVUn4G7KrMrE9SfqAQAAJBvbW1tcdNNN8XLL79c8vz69etjxowZcd1118WcOXNiz549sWnTpjjzzDMHPd8777wTU6dOLXkcPXq0+PF58+aVfOzqq6+OiIjvfe97JefZsGFDyXHXXnttlb7jZHQqGD7dCQAAgHLoVP3TqWD4dCoAAID6MnBXAyIRAABAbdmVCTjprLPOinXr1sWNN94YBw4cKD4/a9asuPzyy+Pmm2+OQqEQO3fujFtuuSXGjRsXS5YsGfScvb29sX///pLHqTo7O0s+9id/8ifxy1/+MrZs2VJy3NGjR0uOO/X66kWnAgAAqC2dCjhJpxqcTgUAAFBbOhVU16hGX0BWzfjI8tj15MpGXwbkxqTO9nj73IWNvgwAAOqoUChEW1tboy8DaLDVq1fH448/Hps3b46vfvWrxefHjh0bERHvvvtu8bmenp7o7u6OK664ItasWTPgOceNGxe7d++OM844I1566aX427/923jppZf6PXb06NHx6U9/Ou6+++4+H7vyyitj//798Z//+Z+xZcuW+Ju/+Zt48803B/y6Y8aMKV53RMT48eNL/lmp2f/3XfHK9+8Y1jnyZMQZY0r+Cecc2BIHzrmq0ZcxLCNHjiz5JzQ7r2myxmuarMnja3rbtm2xYMGCRl8GNVSt39HzKi8/tzx0quGyngqGx/ooAACGYj0VVI+BOyAzRCUAgPwRiSDfbrjhhrj00ktj3rx5fT62Y8eO2L17d6xcuTI+97nPxeHDh2PZsmXR0tISLS0tA55zx44d8ZnPfCZ+8pOfxIQJE+KLX/xiPP300zF79uz45S9/2ef4j33sYzFx4sT49re/XfL8hg0b4nvf+17s2bMnpk+fHnfeeWf88Ic/jLlz50Z3d3e/X3v58uVxxx139Hm+o6Nj8B8ENXHBVbc2+hJIkQsbfQFVMnv27EZfAlSV1zRZ4zVN1uTtNd3V1dXoS6AO/I7OQPLSqYDGsz4KAIChWE8F1TEiInobfRFpMX78+Ojq6ooJEybEwYMHq3JOuzJB/YlKAAD5IhBB/2rROdLkvPPOi0KhEIsWLYpXXnklIiKeeuqpeOmll+LLX/5yRERceumlsWbNmmhtbY3jx4/Hpk2boqenJyIiPvrRjyb6OiNGjIht27bFv/3bv8UXv/jFPh9/8skno7u7OxYvXjzoeaZOnRp79uyJP/3TP41HH32032P62zm8o6Mjpk2bVpW/Q3e5S2bEGWPigqtujT1PPRC9J/pfdEZ+Neud7kaOHBmzZ8+Ol19+ufi/g9DMvKbJGq9psibPr2l3ucuuav+Onjcnf346VfN3qmr9HVpPBcNnfRQAAIOxngr6V856Kne4q7EZH1kuEgEAANSQXZkgn+bOnRtTpkyJF154ofjcqFGjYv78+XHrrbfG2LFjY9u2bTFnzpyYMGFCjBkzJjo7O+O5556LQqGQ+Ov09vbG1q1bY9asWX0+dv7558fVV18dH//4x4c8z759+2LPnj39nuek7u7ufncVP3jwYFUWMk1f+Jc6VRl6T3QbuKOPZl8w3tPT0/TfA5zKa5qs8Zoma/L4mn7qqad0qoyr1u/oZEueOlW1WE8FAABQW9ZTwfCNbPQF5MGMjyxv9CVArkzqbG/0JQAAUGflLEoAsmHz5s1x8cUXR2tra/GxdevWWLduXbS2tpYs6uzq6orOzs6YOXNmtLW1xWOPPVbW12ptbY29e/f2ef6zn/1svPHGG/H4448PeY5JkybF+9///n7PU086FQyP7gQAwFB0KsgfnaoyOhUMj04FAMBQdCoYHgN3QCaJSgAA+SMSQb4cOnQotm/fXvI4fPhwvPXWW7F9+/aIiLj++utjwYIFMX369Fi8eHG0t7fH+vXro739vd8Z165dG3fddVfxz7fffnssWrQopk+fHrNnz441a9ZEa2trPPjggyVff8SIEfHZz3421q5dGydOnCj52FlnnRXf/OY347LLLosLLrggFixYED/4wQ+is7MzHn300Rr+VIB60J0AABiKTgX5olMBjaJTAQAwFJ0KKmfgrk7sygQAAABQXy0tLfHII4/Ejh074r777otHHnkklixZUnLM+eefHy0tLcU/T5w4MR566KF49dVXY+PGjTFt2rSYP39+bN26teTzrr766rjgggviH//xH/t83RMnTsQll1wSjz32WOzcuTPWrl0bO3fujMsvvzwOHTpUm2+2DDoVDJ/FTAAAAJRDp+qfTgXDp1MBADAUQ3dQmRER0dvoi0iL8ePHR1dXV0yYMCEOHjxYk6+x68mVNTkv0L+3z13Y6EsAAKDO2traGn0JkAr16BzUVq3/DnWq/o04Y0xcePWy2L3p7ug90d3oyyHFmqk7jRw5MubMmRMvvvhi9PT0NPpyYNi8pskar2myxmv6PTpVdugsw+Pn1/x0Kki3ZupUAAA0jlYF5TUOd7irMzszQX3ZxQkAIH/sygSQjE4Fw6M7AQDkwx+e0xZ/eE5li5F0KoBkdCoYHp0KACAfhtOpIrQqKJeBOwAAADJHIAIA6sFiJgCAbDq5eOnUBUyG7gCANNOpAACyq1qdKkKrgnIYuGsAuzJBfQlKAAAA0D+dCoZPewIAyI6hdgkfzmImAAanU8Hw6VQAANkyWKvSqaD2DNw1iEgE9SUoAQDkjx2ZAJLRqaC+JnW2a1UAACnS393shjq+XDoVQDI6FQxfOd1JpwIASJ9yWlWlQ3daFSRj4K6BRCKor1oGIgEKACCdBCKAZHQqGJ6hutDJdnTqcVoSAEDjTJ3VVnzUi04FkIxOBcOXtFUlPR4AgNrSqiCdDNwBDIMABQCQfgIRAFAP/XWhoTZp0pIAAOpnoIVLByaVfy67hwMAaVduq9KpAADqq1qtqtJOFaFVwVBGNfoC8m7GR5bHridXNvoyIDcmdbbH2+cuHPY5av01AAAAoN50Khg+C5MAANIl6a7gByZFvO/t8s79h+e0xatvWZQEUAs6FVSHVgUAkB7l3L2u3FalU0FtuMNdCsz4yPJGXwLkSqUxaagdyavxNQAAqA07MgEko1NB/elIAADpUK873elUAMnoVFB/OhUAQHrU6053WhUMzMBdSohEkF7lDNoBAJBeAhFAMjoV1F/S9tS268Vo2/Vija8GACA79v2idj3o0PTfPiqhUwEko1NB/elUAAC1kdZOFaFVwUAM3AG5NFQcOjlkN5xBO0N6AADpIxABAM3o9AVMFjMBACRXzmKmoXYOP7l46dQFTO9vs3s4AJAfOhUAQOXKHbpL2qpOqrRTRWhV0B8DdyliVyaor/4G4qp9NztDdwAAADQjnQrqr7+ONNhO4RYzAQAkN9yhu6F2CR/OYiYABqdTQf3pVAAAtVONobvBWpVOBdVj4C5lRCKor1PvZFer4ThDdwAA6WJHJoBkdCqov0md7cXFS0kWKlnMBABQGwcm9X83u8FUsphJpwJIRqeC+tOpAADSo9xWVenQnVYFpQzcpZBIBAAAUFsCEUAyOhUAAJAVSXYPH3/kvUe96FQAyehUAABAViS9y51WBY1l4A6gDtzlDgAgfQQiACCNdk3oLOt4u4cDACTX32KmgRYu/c7e8s9v93CA2jJ0B/WlUwEA1M5AQ3fValWVdqoIrQpOMnCXUgIRZI+hOwAAAJqRTgX1ZzETAEDt7PtFIfHu4PUcugMgGa0K6kunAgCondM7VbVblU4Fw2PgLsUEIsgeQ3cAAOliRyaAZHQqqD+LmQAA0qFeQ3c6FUByWhXUl04FAJAe9Rq606rAwF3qCUQAAAC1JRABJKNTQYp98sbfPgAASOQXHbXrQb8qFOJXFfYmnQogOa0KUkqnAgAoS1o7VYRWBQbuAOrMXe4AANJHIAIA0mjI3cNPW8DUVuEOlQAAeVTOYqahdg4/uXhpOAuYTtKpAIA00qkAAGqn3KG7pK2qGrQq8szAXROwIxNkj6E7AAAAmpFOBfXX72KmQXYKt5gJACC54Q7dVXPxEgDl06qgvnQqAIDaqcbQnVYF1WXgrkkIRJA9hu4AANLFjkwAyehUUH+7JnS+t3hpgAVMp7KYCQCgNn5nb3XvZjcQnQogOa0K6kunAgBID60KasvAXRMRiAAAAGpLIAJIRqcCAACyIsnu4RNef+9RLzoVQHJaFQAAkAVJ73KnVUF9GLgDaCB3uQMASB+BCABIo11PrizreLuHAwAk199ipoEWLs09Ub/3WToVAJBGOhUAQO0MNHSnVUH9GbhrMnZkguwxdAcAAEAz0qmg/ixmAgConV90FBLvDl7PhUwAJKNVQX3pVAAAtXN6p9KqoDEM3DUhgQiyx9AdAEC62JEJIBmdCurPYiYAgOr7g5a2+IOW8t431Wshk04FkJxWBfWlUwEAVF8lnSpCq4JaMHDXpAQiAACA2hKIAJLRqSC9dj25suyFTwAAeXL6AqZD5zXwYgahUwEkp1VBOulUAACDa5ZOFaFVkR8G7gBSwl3uAADSRyACANJoqMVJpy9get9bT9X6kgAAmspgO4WXs5ipXjuHR+hUAEA6lduprI8CAChVrU4VoVVBtRm4a2J2ZILsEZUAAABoRjoV1F9/i5nsFA4AMLCTi5cGWsBUqXouZAIgGa0K6qvcTmV9FACQd7XqVBFaFVSTgbsmJxBB9ohKAADpYkcmgGR0Kqi/kwuXkg7audMdAEAyad09XKcCSE6rgvoqt1NZHwUAkEy5nSpCq4JqMXCXAQIRAABAbQlEAMnoVJAtH2hriw+02QUTAMiGn+8tr+8kXczU+3/99lEvOhVAcloVpFs5Q3c6FQCQJbXqVBFaFVSTgTuAFLKLEwBA+ghEAEAWDNWdTi5eOnUBk8VMAEBWlLuYaTCnL166tI7vmXQqACArkraqU/8MAJAFtehUWhVUl4G7jLAjE2SPoTsAAACakU4F6ddfdxpql3CLmQCArChnMVN/u4cPtkt4PRcyAZCMVgXpV26r0qkAgKyoZaeK0KpguAzcZYhABNlj6A4AIF3syASQjE4F6Teps73fu9kNxmImACCPDp3X/y7hA6nXQiadCiA5rQrSr9xWpVMBAHlUbqeK0KpgOAzcZYxABAAAUFsCEUAyOhUAAJBWSXYP//neQvFRLguZANJHqwIAANKo1p2qnrQqssbAHUDKucsdAED6CEQAQBbse3Jl2Z9j93AAICv6W6A00OKlbRW0IEN3AADlKbdV6VQAQFZkpVNFaFVki4G7DLIjE2SPoTsAAACakU4F6WfoDgDIs1MXLg21Q3jaFzMBMDStCtLP0B0AkFc6FaSPgbuMEoggewzdAQCkix2ZAJLRqSD9DN0BACST1sVMOhVAcloVpJ+hOwCAoaW1U0VoVWSHgbsME4gAAABqSyACSEangmzZ9+TKiob0AADyZluhUNHip0roVADJaVWQHToVAJBn5XSnenaqCK2KbDBwB9BE3OUOACB9BCIAIAuGWph0cvHSqcdpVQBAHg21MOnk4qV6LmA6SacCALIiaas6SacCAPIqaatqBK2KZmfgLuPsyATZIxABAADQjHQqSL/+FjINtUu4VgUA5FF/i5QauXgJgPJpVZB+5bYqnQoAyCutCmpjVKMvgNqb8ZHlsctt0yFTJnW2x9vnLmz0ZQAA8F8KhUK0tbU1+jIAUk+ngvQbavfw/mhVAEAepXXBkk4FkJxWBelXbqvSqQCAvNKqoPrc4S4n7MoEAABQW4WUhiuAtNGpAAAAakunAkhOqwIAAKgtrYpmZeAOoElN6mxv9CUAAHAagQgAyCutCgAgXXQqACCvdCoAgPTRqmhGBu5yxI5MkD0CEQAAAM1Ip4Js0qoAAABoRloVZI9OBQAADJeBu5wRiCB7BCIAgHSxIxNAMjoVZJNWBQCQHjoVQHJaFWSPTgUAkC5aFc3GwF0OCURAOSZ1tgtQAABlEogAktGpAAAAakunAkhOqwIAAKgtrYpmYuAOIANqMRB3+qCdoTsAgPIIRABAXulIAADpolMBAHmlUwEApI9WRbMwcJdTdmSC7KlGIDo5ZDfQuUQoAAAAqk2ngmzSkQAAAGhGWhVkj04FAABUwsBdjglEkD2VBqLBhuyq9TUAAPLIjkwAyehUkE06EgBAeuhUAMlpVZA9OhUAQLpoVTQDA3c5JxBBvpUzaAcAQGUEIoBkdCoAAIDa0qkAktOqAAAAakurIu0M3AFkzFADdCeH7IYzaGdIDwCgPAIRAJBXOhIAQLroVABAXulUAADpo1WRZgbusCMTZFB/gajad7MToQAAAKg2nQqySUcCAACgGWlVkD06FQAAkJSBOyJCIIIsOvVOdrWKRSIUAEBydmQCSEangmzSkQAA0kOnAkhOq4Ls0akAANJFqyKtDNxRJBABAADUlkAEkIxOBQAAUFs6FUByWhUAAEBtaVWkkYE7AIbFrk8AAOURiACAvNKRAADSRacCAPJKpwIASB+tirQxcEcJOzIBlRChAAAAqDadCrJJRwIASBcLmQCS0aoge3QqAABgMAbu6EMgAiohQgEAJGchE0AyOhVkk44EAJAuWhVAMloVZI9OBQCQLjoVaWLgjn4JRAAAALUlEAEko1NBvk3qbLfwCQCgDrQqgGS0Ksg3rQoAoPZ0KtLCwB0AVSMoAQCURyACAPJqqI50+uIl3QkAoPa0KgAgj5J2Kq0KAKB+dCrSwMAdA7IjE1AJQQkAAIBq06kgm/rrSIPtEq47AQAAkAZaFWRPuZ1qoM8BAACyw8AdgxKIgEoISgAAydmRCSAZnQqy6dQdwpM0Jd0JAKC2tCqAZLQqyJ5yO9XJzwEAoDZ0KhrNwB1DEogAAABqSyACSEanAsr1/ban4vttTzX6MgAAmopWBZCMVgWUQ6cCACifTkUjGbgDoCbs4AQAUB6BCAAgmaG608nFS6cuYLKYCQCgPFoVAEAySVvVqX8GACA5nYpGMXBHInZkAiph6A4AAIBq06mAiP6701C7hFvMBAAAQLVpVUBE+a1KpwIAgPQzcEdiAhEAAEBt2ZEJIBmdCoj47UKm/u5mBwBAdWhVAMloVUCEVgUAUEs6FY1g4I6yCERAudzlDgCgPAIRQDI6FVAJi50AAMqjVQEko1UB5dKpAADKo1NRbwbuAKg5Q3cAAOURiAAAkvl/njxe9udYzAQAUB6tCgAgmXJblU4FAFAenYp6MnBH2ezIBAAAAEAa6FRARGVDdwAAAFBtWhUQoVUBAEBWGLijIgIRUC53uQMAKI8dmQCS0amACLuHAwDUmlYFkIxWBUSU16p0KgCA8uhU1IuBOyomEAHlMnQHAFAegQggGZ0KqITFTAAA5dGqAJLRqoBy6VQAAOXRqagHA3cA1FUth+4mdbYb6gMAMkcgAgBIJunO4XfFXxUfAACUR6sCAEgmSavSqQAAKqdTUWsG7hgWOzIBaXD6oJ2hOwAAgPzRqYCIgRcyDbR4qa2trR6XBQAAQM5oVUBE/61KpwIAgOZg4I5hE4iAclVjIO7kkN1A5zJ0BwBkiR2ZAJLRqYCI3y5kOnXh0lA7hFvMBABQHq0KIBmtCojo26oGo1MBAJRHp6KWDNxRFQIRUK5KB+IGG7Kr1tcAAEgjgQggGZ0KqITFTAAA5dGqAJLRqoBy6VQAAOXRqagVA3cANIVyBu0AALJKIAIASGbXkysbfQkAAJmnVQEAJKNVAQDUlk5FLRi4o2rsyASUa6gBupNDdsMZtDOkBwAAkD86FRBR/kImu4cDAABQC1oVEFFeq9KpAACg8YY1cHfbbbdFb29v3HPPPcXnJk+eHA8//HB0dHTE4cOHY8OGDTFz5sxBz7N06dLo7e3t8xg7dmzxmK997Wt9Pr53794+5/ra174WHR0dceTIkXjqqafiAx/4wHC+RcokEAHl6m8grtp3szN0BwBkiR2ZAJLRqYAIQ3cAALWmVQEko1UBEYbuAABqSaei2ioeuGtra4ubbropXn755ZLn169fHzNmzIjrrrsu5syZE3v27IlNmzbFmWeeOej53nnnnZg6dWrJ4+jRoyXH/PSnPy35+CWXXFLy8a985SuxbNmyuPXWW2PevHmxb9++aG9vj3HjxlX6bVIBgQgo16l3sqvVcJyhOwAgSwQigGR0KqASFjMBAJRHqwJIRqsCyqVTAQCUR6eimioauDvrrLNi3bp1ceONN8aBAweKz8+aNSsuv/zyuPnmm6NQKMTOnTvjlltuiXHjxsWSJUsGPWdvb2/s37+/5HG648ePl3y8s7Oz5ONf+tKX4utf/3o8+uijsX379li6dGmceeaZ8alPfarfrzlmzJgYP358yQMAAACagUAEkIyFTEDSncN3Pbmy+AAAoDxaFQBAMknak04FAFA5nYpqqWjgbvXq1fH444/H5s2bS54fO3ZsRES8++67xed6enqiu7s7rrjiikHPOW7cuNi9e3f86le/ih/84AfR2tra55hZs2ZFR0dH7Nq1K/75n/85pk+fXvzY9OnTo6WlJTZu3Fh8rru7O7Zs2RIf+tCH+v2ay5cvj66uruKjo6NjyO+dZCxkAtLIXe4AAADySasCBlqcNNDiJR0JAACAWtCpgIj+W5VOBQAA6VL2wN0NN9wQl156aSxf3veX/x07dsTu3btj5cqVMXHixBg9enT89V//dbS0tERLS8uA59yxY0d85jOficWLF8eSJUvi3XffjaeffjpmzpxZPOb555+PP//zP48//uM/jhtvvDGmTp0azzzzTEyaNCkiIqZOnRoR0efOePv37y9+7HQrV66MCRMmFB/Tpk0r98fBIAQiII1EKAAgS+zIBJCcVgWcumgpyQ7hOhIAQHm0KoBkdCogom+rGoxOBQBQHp2Kaihr4O68886LVatWxac//ek4evRon48fP348PvGJT8RFF10UBw4ciCNHjsSVV14ZTzzxRJw4cWLA8z7//POxbt26eOWVV+LHP/5xfPKTn4ydO3fG5z//+eIxTz75ZHz/+9+Pn/70p7F58+b46Ec/GhERS5cuLTlXb29vyZ9HjBjR57mTuru74+DBgyUPqksgAtJIhAIAskQgAkhOqwLKpSMBAJRHqwJIRqcCyqVTAQCUR6diuMoauJs7d25MmTIlXnjhhTh27FgcO3YsrrzyyvjCF74Qx44di5EjR8a2bdtizpw5cfbZZ0dLS0tcc801cc4558Rrr72W+Ov09vbG1q1bY9asWQMec+TIkfjJT35SPGbfvn0REX3uZjd58uQ+d70DAACALBGIAAAar72tEO1t3pcBAGhVAACNp1UBAOhUDE9ZA3ebN2+Oiy++OFpbW4uPrVu3xrp166K1tTV6enqKx3Z1dUVnZ2fMnDkz2tra4rHHHivrwlpbW2Pv3r0DfnzMmDHxh3/4h8VjXnvttdi7d28sXLiweMzo0aNjwYIF8cwzz5T1takuOzIBaWTXJwAAgHzSqoByDdWRTl+8ZCETAAAASehUQLmSdiqtCgAAhq+sgbtDhw7F9u3bSx6HDx+Ot956K7Zv3x4REddff30sWLAgpk+fHosXL4729vZYv359tLe/90Z/7dq1cddddxX/fPvtt8eiRYti+vTpMXv27FizZk20trbGgw8+WDzmm9/8ZsyfPz8uvPDC+KM/+qP4l3/5l5gwYUKsXbu2eMy9994bK1asiI997GPxwQ9+ML797W/HkSNH4jvf+U7FPyCqQyAC0sjQHQCQJXZkAkhOqwLK1V9HGmyXcAuZAIC806oAktGpgHKV26lOfhwAIK90KipV1sBdEi0tLfHII4/Ejh074r777otHHnkklixZUnLM+eefHy0tLcU/T5w4MR566KF49dVXY+PGjTFt2rSYP39+bN26tXjMeeedF//8z/8cP//5z+P73/9+dHd3x2WXXRavv/568ZhvfOMbce+998a3vvWtKBQKMW3atFi0aFEcOnSo2t8mFRCIgDQydAcAZIlABJCcVgWUa1Jne7+7hA/EQiYAIO+0KoBkdCqgXOV2qgitCgDIN52KSowa7gmuuuqqkj/ff//9cf/995f1OcuWLYtly5YN+jmnD+0N5O/+7u/i7/7u7xIdCwAAAFlTKBSira2t0ZcBAAAAAFoVAAAAAKmgU1Guqt/hDgZjRyYgjdzlDgAAIJ+0KqBcNzx5oKzj7RwOAABAEjoVUK5yO1WEVgUAAOUwcEfdCURAGhm6AwCypFDwH8sAktKqgHIZugMAKI9WBZCMTgWUy9AdAEB5dCrKYeCOhhCIgDQydAcAZIlABJCcVgWUy9AdAEB5tCqAZHQqoFyG7gAAyqNTkZSBOwAAAMgogQgAoPFuePJARQufAACyRqsCAGg8rQoAQKciGQN3NIwdmYA0cpc7AACAfNKqgHINtTDp9MVLuhMAAABJ6FRAuZJ2Kq0KAACSM3BHQwlEQBoJSgBAltiRCSA5rQooV3+LmQbbJVx3AgDyTqsCSEanAspVbqeK0KoAgHzTqRiKgTsaTiAC0khQAgCyRCAiD2677bbo7e2Ne+65p/jc5MmT4+GHH46Ojo44fPhwbNiwIWbOnDnoeZYuXRq9vb19HmPHji0e87Wvfa3Px/fu3dvnXF/72teio6Mjjhw5Ek899VR84AMfqN43TM38t4/f0ehLAJrMqTuED7WbeITuBACgVZF1OhXVYk0VUK5yO1WEVgUA5JtOxWAM3AEAAEAOCERkWVtbW9x0003x8ssvlzy/fv36mDFjRlx33XUxZ86c2LNnT2zatCnOPPPMQc/3zjvvxNSpU0seR48eLTnmpz/9acnHL7nkkpKPf+UrX4lly5bFrbfeGvPmzYt9+/ZFe3t7jBs3rjrfNAAAADQxrYqs0qkAAACguehUDMTAHalgRyYgjezgBAAA6XfWWWfFunXr4sYbb4wDB97brXXWrFlx+eWXx8033xyFQiF27twZt9xyS4wbNy6WLFky6Dl7e3tj//79JY/THT9+vOTjnZ2dJR//0pe+FF//+tfj0Ucfje3bt8fSpUvjzDPPjE996lPV+cYBaGq6EwAAZI9ORS1YUwXUg1YFAAB9jWr0BcBJMz6yPHY9ubLRlwFQYlJne7x97sJGXwYAQFUUCoVoa2tr9GVAVa1evToef/zx2Lx5c3z1q18tPj927NiIiHj33XeLz/X09ER3d3dcccUVsWbNmgHPOW7cuNi9e3ecccYZ8dJLL8Xf/u3fxksvvVRyzKxZs6KjoyOOHj0azz//fKxYsSJee+21iIiYPn16tLS0xMaNG4vHd3d3x5YtW+JDH/pQPPTQQ/1+3TFjxhSvOyJi/PjxJf+kPk7+vP9/S//feHrtXzb4aqA6RpwxpuSfpMM5B7bEgXOuavRlNKWRI0eW/BOandc0WeM1TVLbtm2LBQsWNPoyEvE7+vDk5eeWh05FY1hTBdSDNVIAQJ5ZU0V/DNyRKgIRkEaCEgCQJQIRWXLDDTfEpZdeGvPmzevzsR07dsTu3btj5cqV8bnPfS4OHz4cy5Yti5aWlmhpaRnwnDt27IjPfOYz8ZOf/CQmTJgQX/ziF+Ppp5+O2bNnxy9/+cuIiHj++efjz//8z2Pnzp0xZcqU+OpXvxrPPPNMfPCDH4y33347pk6dGhHRZ8fx/fv3xwUXXDDg116+fHnccccdfZ7v6OhI8uOgyvzcyaILrrq10ZfAaS5s9AU0udmzZzf6EqCqvKbJGq9pkujq6mr0JZTF74oMJC+disaxpgqoB2ukAIA8s6aK0xm4AwAAgJwRiMiC8847L1atWhWLFi2Ko0eP9vn48ePH4xOf+ESsWbMmDhw4EMePH49NmzbFE088Meh5n3/++Xj++eeLf3766adj27Zt8fnPfz6++MUvRkTEk08+Wfz4T3/603j22Wfj//yf/xNLly6Ne+65p/ix3t7eknOPGDGiz3OnWrlyZdx9993FP48fPz46Ojpi2rRpcfDgwUGvm+o5/ef+yvfvaPQlwbCNOGNMXHDVrbHnqQei90R3oy+H07jLXflGjhwZs2fPjpdffjl6enoafTkwbF7TZI3XNJVI+53u/I4+PCd/flmVp04FAAAAWWZNFacycEfq2JEJSCM7OAEAQLrMnTs3pkyZEi+88ELxuVGjRsX8+fPj1ltvjbFjx8a2bdtizpw5MWHChBgzZkx0dnbGc889F4VCIfHX6e3tja1bt8asWbMGPObIkSPxk5/8pHjMvn37IiJi6tSpxX+PiJg8eXKf3cRP1d3dHd3dfQdhDh48aDFfA5z8uU9f+JdaFZnRe6LbwF0KTXzj/9OdKtTT02OQg0zxmiZrvKYpR7P83ut3dPqTp05FY1lTBdSDNVIAAPBbIxt9AdCfGR9Z3uhLAOhjUmd7oy8BAKBqylnIAWm0efPmuPjii6O1tbX42Lp1a6xbty5aW1tLFnV2dXVFZ2dnzJw5M9ra2uKxxx4r62u1trbG3r17B/z4mDFj4g//8A+Lx7z22muxd+/eWLjwvf8gPXr06FiwYEE888wzZX6npIFWBdSa7gQA5J1WRTPTqagnnQqoB60KAMgznYqTDNyRWgIRkEaCEgCQJQIRzezQoUOxffv2ksfhw4fjrbfeiu3bt0dExPXXXx8LFiyI6dOnx+LFi6O9vT3Wr18f7e3vva9fu3Zt3HXXXcU/33777bFo0aKYPn16zJ49O9asWROtra3x4IMPFo/55je/GfPnz48LL7ww/uiP/ij+5V/+JSZMmBBr164tHnPvvffGihUr4mMf+1h88IMfjG9/+9tx5MiR+M53vlOHnw61oFUBtaY7AQB5p1XRrHQq6k2nAupBqwIA8kynIiJiVKMvAAAAAGicQqEQbW1tjb4MqImWlpa4++67Y8qUKbF37974p3/6p7jzzjtLjjn//PNLdhmfOHFiPPTQQzF16tR455134sUXX4z58+fH1q1bi8ecd9558c///M9x7rnnxptvvhnPPfdcXHbZZfH6668Xj/nGN74Rv/u7vxvf+ta34n3ve188//zzsWjRojh06FDtv3EAAABoUloVWaVTAQAAQHPRqRgREb2Nvoi0GD9+fHR1dcWECRPi4MGDjb4c/suuJ1c2+hIA+nj73IWNvgQAgKoSiLJH52h+/g4bY6ifu1ZFMxpxxpi48OplsXvT3dF7orvRl8MQdKehjRw5MubMmRMvvvhiyYJkaFZe02SN1zTDlcZO5Xf04fHza37+DtNJpwLqQasCAPIsjZ2K4SmncYys0zVBxWZ8ZHmjLwGgj0md7Y2+BACAqioUCo2+BICmoFUBtaY7AQB5p1MBJKNTAfWgVQEAeaZT5ZuBO5qCQASkkaAEAACQT1oVUGu6EwCQdxYzASSjUwH1oFUBAHmmU+WXgTsAAAAgIgQiAAAAANJDqwIAAAAgDXSqfDJwR9OwIxOQRnZwAgCyRiACSEarAmpNdwIAACAJnQqoB60KAIC8MXBHUxGIgDQSlACArDF0B5CMVgXUmu4EAOSdTgWQjE4F1INWBQDkmU6VPwbuaDoCEZBGghIAkDUiEUAyWhVQa7oTAJB3OhVAMjoVUA9aFQCQZzpVvhi4AwAAAAAAAAAgtSxmAgAAACANdKr8MHBHU7IjE5BGdnACALJGIAJIRqsCak13AgAAIAmdCqgHrQoAgDwwcEfTEoiANBKUAICsMXQHkIxWBdSa7gQA5J1OBZCMTgXUg1YFAOSZTpUPBu5oagIRkEaCEgCQNSIRQDJaFVBruhMAkHc6FUAyOhVQD1oVAJBnOlX2GbgDAAAAhiQSAQAAAJAGOhUAAAAAaaBTZZuBO5qeHZmANLKDEwAAQD5pVUCt6U4AAAAkoVMB9aBVAQCQVQbuyASBCEgjQQkAyBq7MgEko1UBtaY7AQB5p1MBJKNTAfWgVQEAeaZTZZeBOzJDIALSSFACALJGJAJIRqsCak13AgDyTqcCSEanAupBqwIA8kynyiYDdwAAAEBZRCIAAAAAAAAAAACyysAdmWJHJiCN7OAEAACQT1oVUGu6EwCQdzaGAkhGpwLqQasCAPJMp8oeA3dkjkAEpJGgBABkjUgEkIxWBdSa7gQA5J1OBZCMTgXUg1YFAOSZTpUtBu7IJIEISCNBCQDIGpEIIBmtCqg13QkAAIAkdCqgHrQqAACywMAdANSRoAQAAAAAAADVZWMoAAAAANJAp8oOA3dklh2ZAAAAak8kAkhGqwJqzUZPAEDe6VQAyehUQD1oVQBAnulU2WDgjkwTiIA0EpQAgKwRiQCS0aqAWtOdAAAASEKnAupBqwIAoJkZuCPzBCIgjQQlACBrDN0BJKNVAbWmOwEAeaZRASSnUwH1oFUBAHmlUzU/A3cA0CCCEgAAAACN1nZhW7Rd2NboywAAqBqLmQAAmpNOBQBkjU7V3AzckQt2ZALSytAdAJAlIhFAMloVUGtDNaeTi5dOXcBkMRMAkCU6FUAyOhVQD0lb1al/BgDICp2qeRm4IzcEIgAAgNoTiQCS0aqAWutvIdNQu4RbzAQAAJA/OhVQD+W2Kp0KAIBGM3BHrghEQBq5yx0AAEA+aVVArU3qbO/3bnaDsZgJAMgKG0MBJKdTAfVQbqvSqQCArNCpmpOBOwBIAUN3AECWiEQAAAAApIFOBQAAAEAa6FTNx8AduWNHJiCtDN0BAFkiEgEko1UBtbarsLLsz7F7OACQJToVQDI6FVAP5bYqnQoAyBKdqrkYuCOXBCIgrQzdAQAA5I9WBdSaoTsAAACS0KmAejB0BwBAMzBwR24JREBaGboDALLCrkwAyWlVQK0ZugMA8kynAkhOpwLqwdAdAJBXOlXzMHAHAAAA1IxIBACQHuUsZCrsLkRht/dyAEB26FQAAM1JpwIAskanag4G7sg1OzIBaeUudwBAlohEAMloVUA9DDV0ZwETAJBlOhVAMjoVUA86FQCQZzpV+hm4I/cEIiCtDN0BAADkj1YF1EN/i5ksYAIAAOBUOhVQDzoVAJBnhu7SzcAdhEAEpJehOwAgKwQigOS0KqAedhVWFhcvWcAEAOSJTgWQnE4F1INOBQDkmVaVXgbuAAAAgLoQiAAAAABIA50KAAAAgLTQqtLJwB38FzsyAWnlLncAQJYIRADJaFVAPehOAECe6VQAyehUQD3oVABA3mlV6WPgDk4hEAFpJSoBAADkj1YF1IPuBAAAwFB0KqAedCoAANLEwB2cRiAC0kpUAgCywo5MAADpojsBAHmlUwEApItOBQDkmVaVLgbuAAAAgLoTiACSsTkUAABAbelUAMnoVAAAALWnVaWHgTvoh0AEpFWtdnGa1NluhygAoO4EIoBktCqgHrQhACDPdCqAZHQqoB50KgAg77SqdDBwBwMQiIC0qlZUOjlkd+r5BCsAAACA/NKGAAAAAEgDnQoAgEYzcAeDMHQHpNVwotJQd7MTrACAerIjE0AyOhVQL9oQAJBXOhVAMjoVUC86FQCQZ1pV4xm4gyGIREAW9Hc3u6GOBwCoF4EIIBmdCgAAoLZ0KoBkdCoAAIDa06oay8AdADSpJENx5QzZVXJ+AIBqEYgAANJDFwIA8kynAgBID50KAMg7rapxDNxBAnZlAtKqv6hU7t3sAAAAaB46FVAv2hIAAACD0amAetGpAABoBAN3kJBIBKTVqQN21Q5MghUAUE92ZAJIRqcC6kUbAgDySqcCSEanAupFpwIA8kyragwDd1AGkQjII8EKAKgngQggGZ0KSJu2n/0m2n72m0ZfBgBA1ehUAMnoVEDa6FQAQBZpVfVn4A4AGJKhOwCgngQiAID0GKoLnb6AyWImACBLdCoAgPTQqQCAvNOq6svAHZTJrkxAXhm6AwAASBedCqiX/rrQYDuFW8wEAACQLzoVUC86FQAA9WLgDiogEgEAANSWHZkAktGpgHqZ1NleXLyUZKGSxUwAQFboVADJ6FRAvehUAECeaVX1Y+AOKiQSAXnkLncAQD0JRADJ6FQAAAC1tWXLlkZfAkBT0KkAAABqz5qq+jBwBwCUxdAdAFBPAhEAQHrsmvzjso63ezgAAAAAtaBTAQB5Z01V7Rm4g2GwKxOQV4buAAAA0kWnAurFYiYAAAAGo1MB9aJTAQBQSwbuYJhEIiCvDN0BAPViRyaAZHQqoF4sZgIA8mrLli2NvgSApqBTAfWiUwEAeWZNVW0ZuIMqEImAvDJ0BwDUi0AEkIxOBaTNrsk/LnvhEwBAmulUAMnoVEDa6FQAQBZpVbVj4A4AAABoCgIRAEB6DLU46fQFTDZuAgCyRKcCAEgPnQoAyDutqjYM3EGV2JUJyCsRCgAAIF10KqBe+lvMNNhO4ToSAABAvuhUQL3oVAAAVJuBO6gikQjIKxEKAKgXOzIBJKNTAfVycuHSYAuYTqUjAQBZoVMBJKNTAfWiUwEAeaZVVZ+BO6gykQjIKxEKAKgXgQggGZ0KAACgtnQqgGR0KiCtrHcCALJEq6ouA3cAAABA0xGIAACal4VMAECW6FQAAM1NqwIAskSrqh4Dd1ADdmUC8kqAAgAASBedCkgrHQkAACBfdCogzbQqAABOZ+AOakQkAvJKgAIA6sWOTADJ6FRAWulIAEBW6FQAyehUQJppVQBAVmhV1WHgDmpIJALySoACAOpFIAJIRqcCAACoLZ0KIBmdCgAAoPa0quEzcAcAAAA0NYEIAKB52bgJAMgSnQogGUN3QFppVQBAlmhVw2PgDmpMIALySoACAABIF50KSCsdCQAAIH+0KiCttCoAACIM3EFdCERAXglQAEC92JEJIBmdCkgrHQkAyAqdCiA5rQpIK60KAMgKrapyBu6gTgQiIK8EKACgXgQigGR0KgAAgNrSqQCS06oAAABqS6uqjIE7AAAAIDMEIgCA5pV046b3vfVUyT8BANJIpwIAaG5JWtWkzvbiAwAgzbSq8hm4gzqyI9Pg3j53Ybx97sJGXwZQA6ISAABAuuhUQFoN1JEGWrykOwEAADQ/rQpIq/7ak04FAJAPBu6gzgSiUieH7E4dtDN0B9kkKgEA9WJHJoBkdCogrU5dtJRkh3DdCQBIK50KIDmtCkgrnQoAyAqtqjwG7qAB8h6I+huy6+8YIHtEJQCgXgQigGTy3qmA7NCdAIC00qkAktOqgCzQqQCANNOqkjNwB9TNUEN2/R0PAABQKYEIAAAAgDTQqQAAAABIC60qGQN30CB52ZEpyd3sgHyxixMAAEC65KVTAdmnOwEAADQ/rQrIAp0KAKD5GbiDBspqIKrmkJ1BPcgmUQkAqBc7MgEkk9VOBeSP7gQApJVOBZCcVgVkgU4FAKSZVjU0A3fQYFkJRLW8k52hO8gmUQkAqBeBCCCZrHQqAN0JAEgrnQogOa0KyAKdCgBIM61qcMMauLvtttuit7c37rnnnuJzkydPjocffjg6Ojri8OHDsWHDhpg5c+ag51m6dGn09vb2eYwdO7bka/37v/97dHV1xf79++PRRx+Niy66qOQ8Dz/8cJ9zPPvss8P5FoEh1GrIrr+vAwAAUCmBCAAAAIA00KkAAAAASAutamAVD9y1tbXFTTfdFC+//HLJ8+vXr48ZM2bEddddF3PmzIk9e/bEpk2b4swzzxz0fO+8805MnTq15HH06NHixxcsWBCrV6+Oyy67LBYuXBijRo2KjRs39jnvhg0bSs5x7bXXVvotQt00445M9Rq0A7LNLk4AAADp0oydCqA/uhMAAEDz06qALNCpAACaU0UDd2eddVasW7cubrzxxjhw4EDx+VmzZsXll18eN998cxQKhdi5c2fccsstMW7cuFiyZMmg5+zt7Y39+/eXPE51zTXXxNq1a+NnP/tZvPLKK/HZz342Lrjggpg7d27JcUePHi05x6nXd7oxY8bE+PHjSx7QKM0SiBo5aGfAD7JJVAIA6sWOTADJNEunAhiK7gQApJVOBZCcVgVkgU4FAKSZVtW/igbuVq9eHY8//nhs3ry55PmxY8dGRMS7775bfK6npye6u7vjiiuuGPSc48aNi927d8evfvWr+MEPfhCtra2DHn/22WdHRMTbb79d8vyVV14Z+/fvj5///Ofx0EMPxe/93u8NeI7ly5dHV1dX8dHR0THo14RaS2sgOjlkl4aBtzRcA1B9ohIAUC8CEUAyae1UAOXSnQCAtNKpAJLTqoAs0KkAgDTTqvoqe+DuhhtuiEsvvTSWL+/7S+yOHTti9+7dsXLlypg4cWKMHj06/vqv/zpaWlqipaVlwHPu2LEjPvOZz8TixYtjyZIl8e6778bTTz8dM2fOHPBz7r777vjRj34U27dvLz63YcOG+LM/+7P48Ic/HH/5l38Z8+bNix/+8IcxZsyYfs+xcuXKmDBhQvExbdq0Mn4SkH1pGbI7XRqvCQAAaB4CEQAAAABpoFMBAAAAkBZaVamyBu7OO++8WLVqVXz605+Oo0eP9vn48ePH4xOf+ERcdNFFceDAgThy5EhceeWV8cQTT8SJEycGPO/zzz8f69ati1deeSV+/OMfxyc/+cnYuXNnfP7zn+/3+AceeCD+23/7b7FkyZKS57/73e/GE088Edu3b49//dd/jWuuuSYuuuii+OhHP9rvebq7u+PgwYMlD2i0NOzIlNZBOyDb7OIEAACQLmnoVADVoDsBAGlmIRNAMloVkAU6FQBA8yhr4G7u3LkxZcqUeOGFF+LYsWNx7NixuPLKK+MLX/hCHDt2LEaOHBnbtm2LOXPmxNlnnx0tLS1xzTXXxDnnnBOvvfZa4q/T29sbW7dujVmzZvX52H333ReLFy+Oq666Kjo6OgY9z759+2LPnj39ngfSrFGBqJkG7ZrlOoHyiEoAQL1YyASQjIVMQFboTgBAmmlVAMloVUAW6FQAQJrpVO8pa+Bu8+bNcfHFF0dra2vxsXXr1li3bl20trZGT09P8diurq7o7OyMmTNnRltbWzz22GNlXVhra2vs3bu35Ln7778/Pv7xj8eHP/zh2L1795DnmDRpUrz//e/vcx5oBvUKRCeH7JpxgK0ZrxkYmqgEANSLQASQjIVMQFboTgBAmmlVAMloVUAW6FQAQJrpVL9V1sDdoUOHYvv27SWPw4cPx1tvvRXbt2+PiIjrr78+FixYENOnT4/FixdHe3t7rF+/Ptrb33tzuHbt2rjrrruKf7799ttj0aJFMX369Jg9e3asWbMmWltb48EHHywes3r16vj0pz8dn/rUp+LgwYMxZcqUmDJlSvzO7/xOREScddZZ8c1vfjMuu+yyuOCCC2LBggXxgx/8IDo7O+PRRx8d1g8JsqhZh+xOl4XvAQAAaByBCAAAAIC00KoAAAAASAOdqsyBuyRaWlrikUceiR07dsR9990XjzzySCxZsqTkmPPPPz9aWlqKf544cWI89NBD8eqrr8bGjRtj2rRpMX/+/Ni6dWvxmFtuuSUmTpwYW7ZsiX379hUfN9xwQ0REnDhxIi655JJ47LHHYufOnbF27drYuXNnXH755XHo0KFqf5tQF7XYkSkrg3ZAttnFCQAAIF3sHA5khe4EAADQ/LQqIAt0KgCAdBsREb2Nvoi0GD9+fHR1dcWECRPi4MGDjb4cKNr15MphfX4eBuz88gnZlIf//QIA0qGtra3Rl1B1Okfz83fYGH7ugxtup6IxRpwxJi68elns3nR39J7obvTlwLBV4zWtO5EmI0eOjDlz5sSLL74YPT09jb4cGDavabKo3q/rrLUqv2s3P3+HpJVWBWSBTgUApFmeO1XV73AHVF+luzLl6W52efk+IW8M0wIA9VIoFBp9CQBNwe7hQFboTgBAmmlVAMloVUAW6FQAQJrluVMZuIMMytOg3any+D0DAADVk+dABFAr9ehUeW1hAABAtmlVANWlUwEAAFQmr53KwB00iaF2ZDoZbEQbIGvs4gQAAJAulXSqajerenyNgb4OkB26EwAAQPNL2qpO/XO11eNrnPp1tCrIHp0KACB9DNxBE+kvEIkopfwsIJtEJQCgXvK6IxNAuSrpVNXoNvX8GqefS3eCbNKdAIA006oAkim3VVWr89Tza2hVkH06FQCQZnnsVAbuoMnM+MhyuxUNwc8FsklUAgDqJY+BCKASlXSqSrpNmr6G7gTZpDsBAGmmVQEkU26rqrTz1PprnHp+rQryR6cCANIsb53KwB2QSYISAAAwHHkLRABpVI8Npyr5GroTAABQb1oVQOPVulVVen6tCgAAqKc8dSoDd9CE2traGn0JuecOg9AYdnECAGAgt912W/T29sY999xTfG7y5Mnx8MMPR0dHRxw+fDg2bNgQM2fOHPQ8S5cujd7e3j6PsWPHlnytf//3f4+urq7Yv39/PProo3HRRReVnOfhhx/uc45nn322ut80pEAlnSrJztzD7S71+BpAtuhOAABUi04FjVNuq0rakIbTkXQqoFw6FQBAOhi4gyZl6G5otYhRp0cuwQvqT1QCAOolTzsyNbu2tra46aab4uWXXy55fv369TFjxoy47rrrYs6cObFnz57YtGlTnHnmmYOe75133ompU6eWPI4ePVr8+IIFC2L16tVx2WWXxcKFC2PUqFGxcePGPufdsGFDyTmuvfba6n3TkCLVGrqr9uKiWn4NTQiySXcCANJMq2oOOhU0XjWG7pqpUw10fqC56VQAQJrlpVONavQFAJVra2vLzf9YVertcxcO+5fPJDtN+QUX6mtSZ7tgDADURaFQsOFJyp111lmxbt26uPHGG+OrX/1q8flZs2bF5ZdfHh/84AfjZz/7WURE3HLLLfHGG2/EkiVLYs2aNQOes7e3N/bv3z/gx6+55pqSP3/2s5+NN998M+bOnRs/+tGPis8fPXp00PNAllTSqerxe10tv4YmBNmkOwEAaaZVpZtOBelRbqtq9k518vxaFWSLTgUApFkeOpWBOyDzKg1K5fyyKloBAEB25SEQNbPVq1fH448/Hps3by5ZyDR27NiIiHj33XeLz/X09ER3d3dcccUVgy5kGjduXOzevTvOOOOMeOmll+Jv//Zv46WXXhrw+LPPPjsiIt5+++2S56+88srYv39//Od//mds2bIl/uZv/ibefPPNAc8zZsyY4nVHRIwfP77kn9SHn3vlRo4c2ehLqLv/nPzH8b63nmr0ZQxpxBljSv4Jza7Wr+k8/u8ZjXXyNee1R1Z4TZNFaXpdb9u2LRYsWNDoyyhLXn7HzkOnAtLN+iUAAKCesr6mysAdNDl3uas+u8JAc7CLEwAAN9xwQ1x66aUxb968Ph/bsWNH7N69O1auXBmf+9zn4vDhw7Fs2bJoaWmJlpaWAc+5Y8eO+MxnPhM/+clPYsKECfHFL34xnn766Zg9e3b88pe/7Pdz7r777vjRj34U27dvLz63YcOG+N73vhd79uyJ6dOnx5133hk//OEPY+7cudHd3d3veZYvXx533HFHn+c7OjqG+ElQC37uJDen0ReQ2AVX3droS4CqqtVr+sKanBWGNnv27EZfAlSV1zRZlJbXdVdXV6MvgdPkpVNBM7GmCsgC66MAABpnRET0Nvoi0mL8+PHR1dUVEyZMiIMHDzb6cqAsAtHQBtvBqVq/lNolCupPVAIA6qXZdmTKeuc477zzolAoxKJFi+KVV16JiIinnnoqXnrppfjyl78cERGXXnpprFmzJlpbW+P48eOxadOm6OnpiYiIj370o4m+zogRI2Lbtm3xb//2b/HFL36xz8cfeOCB+OhHPxpXXHHFoANaU6dOjT179sSf/umfxqOPPtrvMf3tHN7R0RHTpk3L5N9hWvm5D9+WLVsafQl1l/a73I04Y0xccNWtseepB6L3RP+LKaGZ1Os1feCcq2p2bjjVyJEjY/bs2fHyyy8X369CM/OaJovS+LpuprvcnfxdW6dq/k6V1b9Dsi2Pa6qsX4LssT4KAEizZlpTVc56Kne4g4ywK9PQ3j53YZ+gVO1fRPv7GkBt2ckJAKiXQqHQVIEo6+bOnRtTpkyJF154ofjcqFGjYv78+XHrrbfG2LFjY9u2bTFnzpyYMGFCjBkzJjo7O+O5554r6/fn3t7e2Lp1a8yaNavPx+67775YvHhxzJ8/f8i7oe3bty/27NnT73lO6u7u7ndX8YMHD1rI1AB+7pW79NJLc9ep3nrfgqZoQr0nug3ckSm1fk1PfOP/052oq56entQMcUA1eE2TRWl6XT/11FNaVUrkqVNBM8rjmirrlyB7rI8CANIsq2uqRjb6AgDq6e1zF5Y8avU1AACAbMrbf5RPs82bN8fFF18cra2txcfWrVtj3bp10draWrL4raurKzo7O2PmzJnR1tYWjz32WFlfq7W1Nfbu3Vvy3P333x8f//jH48Mf/nDs3r17yHNMmjQp3v/+9/c5D5AdmhAAAFBvWlU66FRAGmlVAABAPWWxU7nDHWRIHndkAoiwixMAQB4dOnQotm/fXvLc4cOH46233io+f/3118ebb74Zr7/+elxyySWxatWqWL9+fbS3v7ez79q1a6OjoyNWrFgRERG33357PPfcc/GLX/wiJkyYEF/4wheitbU1/sf/+B/Fz1m9enV86lOfiuuuuy4OHjwYU6ZMiYiId955J959990466yz4o477oj//b//d+zduzcuvPDCuOuuu6KzszMeffTRWv9oIBV0qqGd/D3WbuOQbroTAABD0akg/bSqwelU0Bx0KgCA+nKHO8iYLN6Ksxn5xRbqT/gFAOrFf5RvHi0tLfHII4/Ejh074r777otHHnkklixZUnLM+eefHy0tLcU/T5w4MR566KF49dVXY+PGjTFt2rSYP39+bN26tXjMLbfcEhMnTowtW7bEvn37io8bbrghIiJOnDgRl1xySTz22GOxc+fOWLt2bezcuTMuv/zyOHToUH2+eUiBPHaqoZrQ2+cuLD6Sfg7QeLoTAJBmWlVz0Kmg8bSq/j+uU0Fz0akAgDTLWqcaERG9jb6ItBg/fnx0dXXFhAkT4uDBg42+HBiWrP2PVbPyCy7UnwAMANRL2v/jvM7R/PwdNoafe/XlsVOd3oSS/K5ay4404owxceHVy2L3pruj90R3zb4O1EujXtO6E7UycuTImDNnTrz44ovR09PT6MuBYfOaJoua4XWd5lbld+3m5++QLNGqhv791nonSD+dCgBIs6x0Kne4A6ghv9j+/9n7/yi76vrQ/39lCKFKJgbMDQliMAMUDSDEHNrCB4ncS2hWe6/0CheuLj8iC5GlpcXm3ipJEegHNdV6A7Tq6qKNCAreL9ZCy0JSEkrRolCHXxUwRQ2/1jSEhAQmPyAh5Hz/CDNkZs7MnH1mn7N/PR5r7ZXkzJlz9szss8/sZ97vvaFzhp95DQCg3ar4n/IANGffK9k1e6zqmBYAAJgIrQqA0SRtVToVAAAwEWXpVCbcQUnleVYwQJpMtAMAAMg3nQooC2f4BwAAKD6tCigDnQoAoP1MuIMSE4jywUQgSF/SqwQAALRLWc7IBNBuOlVzHOdC/hnMBADkmVYF0Bytanw6FeSfTgUA5FkZOpUJd1ByAlE+iFCQDpPsAIA8KkMgAugEnao5jnsh/wxmAgDyTKsCaI5WNT6dCvJPpwIA8qzoncqEO4AOEaGgdSbaAQB5V/RABEC+OAYGAAAmQqsCIC06FQAAMBFF7lQm3EEFOCMTUEQDk+zEWwAAgPLQqYCycPZwAACA4tOqgDLQqQAA2sOEO6gIgSgfTByC8ZlkBwAUVZHPyATQSTpVcxwbQ/4ZzAQA5JlWBdAcrWp8OhXkn04FAORZUTuVCXdQIQJRPohQMJKr2QEAZVHUQATQaTpVcxwnQ/4ZzAQA5JlWBdAcrWp8OhXkn04FAORZETuVCXcAGRChAACgvIoYiADILx0JAACYCK0KgLToVAAAwEQUrVOZcAcV44xMQB45wxIAAED16FRAWWhbAAAAxadVAWWgUwEApMeEO6gggSgfnPUJhhJ8AIAyKdoZmQCyolM1R0eC/NO2AIA806oAmqNVjU+ngvzTqQCAPCtSpzLhDipKIMoHEQqGEnwAgDIpUiACyJJO1RwdCfJP2wIA8kyrAmiOVjU+nQryT6cCAPKsKJ3KhDuAjIlQAABQXkUJRAAUg44E+bV5xiKvUQAg97QqANLiGBjyS6cCAIqgCJ3KhDuoMGdkAvLIGZYAAACqR6cCisoAJgAAgPLRqoAi0qkAANJlwh1UnECUD+080HUgTRGZdAcAlEkRzsgEkAc6VXN0HsgH3RUAKCqtCqA5WtX4HBdDPuhUAEBR5b1TmXAHCEQ5keZB78BB9L6P6aCaojHpDgAok7wHIoC80Kmao/NANhp1VwCAItKqAJqjVY3PMTJkQ6cCAMoiz53KhDuAHJnIAXAzB9EOsAEAIDt5DkQAFI/OAwAATIRWBUBadCoAAGAi8tqpTLgDIsIZmYos6ZlqRC6KxFXuAAAAqkenSt+Wt5+W9SpAKWhVAAAA1aNVpc9VuWDidCoAgPYz4Q4YJBDlQzNBySXhqRKBCAAok7yekQkgb3Sq5ozXhob3IxPvYOK0KgCgTLQqgOZoVeNrtlPtez/jnmBidCoAoEzy2KlMuAOGEIjyoVFQSnOSnWBF0QhEAECZ5DEQAeSRTtWcsTpSs/cHktGqAIAy0aoAmqNVjS9ppxrtc4Dm6VQAQJnkrVNNznoFAGis3UFp84xFDrgBACAjvb29/nMegNQk7Ui6EAAAsC+tCoC0tDLeSasCAAAG5KlTucIdMEJedlC0n7NEUSTiKgAAQPXoVPkw3pnIoYq0KgAAgOrRqrKnU8FIOhUAQHuYcAc0JBABeSQQAQBl0tvbm/UqABSCTtUe4w1MGhi8tO/9DGaCobQqAKBMtCqA5mhV7dFsq2r2/lA1OhUAUCZ56VQm3AGjEoiqQYCiaAQiAKBM8hKIAPJOp2qPRl1ovLOEa0kwlFYFAJSJVgXQHK2qPZK2Kp0KhtKpAIAyyUOnMuEOAAEKAAAylIdABFAEBjK1x75Xsmu2EWlJsFfP4nnRs3he1qsBAJAqrQqALCVtVToV7KVTAQBllHWnMuEOGJOBTNUhQFEkzsgEAJRN1oEIoCi0KiBrA4OX9h3AVKv1ZbhGAAAAZEGnAvJApwIAaB8T7oBxCURAHpl0BwCUjUl3AM3RqvLByZuomvHOEm4wEwBQJjoVQHN0qnzQqaiisVqVTgUAlEmWncqEO6ApAlE1CFAUjUl3AAAA1aRV5YOWRNk1uprdWAxmAgDKxKQ7gOboVPmgU1EFSVqVTgUAlElWncqEOwCGEKAAACA7BjIBUDRaEgAAlJdWBUCR6FQAAFBeWXQqE+6ApjkjU3UIUBSJq9wBAGVjIBNAc7QqoN3WrXoi8ec4ezgAAED16FRAJyRtVToVAMDEmHAHJCIQAXlk0h0AUDYm3QE0R6vKBydvosxMugMAqk6nAmiOTpUPOhVlZ9IdAFBlne5UJtwBiQlE1SBAUTQm3QEAZWMwE0BztKp80JIoM5PuAICq06kAmqNT5YNORdmZdAcAVFknO5UJdwCMSoACAAAAoFlaErzhm5/buwAAlIhJdwAUiU4Fb9CpAIAS6lSnMuEOaIkzMlWHAEWRuModAFA2BjIBNEerAtpt3DOHDwxe2mcAU+3fPtrmtQIAACBvdCqgE5puVW/QqQAAkjPhDmiZQATkkUl3AEDZmHQH0BytKh+cvIkyaziQaZyzhBvMBACUiU4F0BydKh90KsouaavSqQCAMulEpzLhDpgQgagaBCiKxqQ7AKBsDGYCaI5WlQ9aEmW2btUTDa9mNxaDmQCAMtGpAJqjU+WDTkXZJW1VOhUAUCbt7lQm3AHQFAEKAACyZTATAEWiJQEAQHnpVAAUiU4FAADl1c5OZcIdMGHOyFQdAhRF4ip3AAAA1aRVAe227tDzEn+Os4cDAABUj04FdELSVqVTAQA0x4Q7IBUCEZBHJt0BQOuOnFOLI+f4PT9vnD0coDlaVT44eRNlZtIdAFB1OhVAc3SqfNCpKDuT7gCAKmtXpzLhDkiNQFQNAhRFY9IdACQzfKKdSXf5YzATQHO0qnzQkigzk+4AgKrTqQCao1Plg05F2Zl0BwBUWTs6lQl3ACQmQAEAlMvAJLvRJteZdJc/BjMBUCRaEuz1P89fG//z/LVZrwYAQKp0KgCKRKeCvXQqAKCM0u5UJtwBqXJGpuoQoCgSV7kDgMbGmmTX6L4AUDRaFdBu4505fGDw0r4DmL66wL4JAACganQqoBOabVUDdCoAgNGZcAekTiAC8sikOwB4U5KJduSXs4cDNEerygcnb6LMGg1kGu8s4QYzAcBeb6vV4m1+Zy88nQqgOTpVPuhUlF3SVqVTAcCbtKriS7NTmXAHtIVAVA0CFEVj0h0AVTYwyW4iE+1M0ssfg5kAmqNV5YOWRJmtO/S8hlezG4vBTABU2fDBSwYyFZ9OBdAcnSofdCrKLmmr0qkAqLKBTqVVlUdancqEOwAmRIACAMi3tK9mZ9Jd/hjMBECRaEkAANU21lnCDWQqPp0KgCLRqQAAqm28q9lpVcWWRqcy4Q5oG2dkqg4BiiJxlTsAqiCNq9mN9/gAUDRaFdBuX/rH5Yk/x9nDAaiCRmcJH+u+AFB2OhXQCUlblU4FQBUk6VQD96e6TLgD2kogAvLIpDsAyqpWq/kdvKKcPRygOd4n88HJmygzk+4AgKrTqQCao1Plg05F2Zl0BwBU2UQ7lQl3QNsJRNUgQFE0Jt0BUBYDk+z2/b17+sz2P6+r3OWPwUwAzdGq8kFLosxMugOAoV5O2CycObz4dCqA5uhU+aBTUXYm3QHAm5J2qgitqugm0qlMuAMgNQIUAEDnjHc1O5PuqslgJgCA4vnfD/bG/37Q73EAlJtJd9WjUwEAFI9OBUAVmHRXPa12KhPugI5wRqbqMOmOInGVOwCKptHV7MZi0h0ANKZV5YOORJmNd+bwgcFLBjABUCUm3QHASDpVPuhUlF2zrQoAqsKkO5phwh3QMQJRdYhQFIlJdwAUQZJJduDs4QDN8d6aD812pEN7lsahPUvbvDaQrkYDmQxeAoDmHPnA3oVi06kAmqNT5UOS8U5aFUWkVQFA67Sq4mulU01uw3oAjKpWq4nqQO4cvGm1iaIA5E5a/7k6fWbESy+k8lCjOnJOLX75rN/z86S3tzdOO+20rFcDIPe0qvwbPnDp0J6l8R/rxj4bM+TJl/5xue4EAPt4ubd3zLOBDx+4tOD1Wjy4n9/Zi0ynAmiOTpV/jSbYaVUUjVYFAG9K2qkitKqiS9qpXOEOgLZwYA4AkNzAlezSPpPp9JmpPlxDR85x9tW8uffee7NeBQBoSqOONNZZwp09nKLoWbw0ehbbXgFguJcbTCYY6yzhC17XnYpOpwKgKJJ2qoGPQxFoVQAwUtJOFaFVFV2STuUKd0DHOSNTdWyesSgO3rQ669WAprjKHQBZqtWeaftzuNIdADSmVeXD5hmL4thpzf/nlLOHk2fDBy7ZzwBQJFPeOBHUrja/d73c25tocJKzhwNQBY4f8yFpp4rQqsivRhPs7GsAKIq8dqoIraoqXOEOyETaV+wgv9o5gWnzjEUmSJEqE0QB6LRa7Zlhk+2+n9m6TNT/O/Nb8f/O/FbWqwEALdGqisnZw8mbsc4Sbj8DQN5NqdUGBzEN/LtdantqUdvjvREAGnH8CKRhvKvZ2dcAkGc6FXlhwh2QGQdt1ZH2pLjhE+1MuiNNJt0B0G4Dk+xGv6pd+ybdTZ+Z/mMOn2j3p7XH0n8SEqvVarFw4cKsVwOgULSq7D3Wn/wskCbdkbWBwUtjDWAaYD8DQB4NH8A0/GNpGRi8tO8ApkmTkj1G0jONkw86FUByjh+zp1NRREk6VYR9DQD506lOFTFyol3SThWhVRVR0k41uY3rAgCpGmti3eYZi0yUAgBybfQJdo18PyLOast6TJ8Z8dILE3uM8a5k96e1x+KK3mMn9iS0xH+MAVB0j/X3xrHTkr2fHdqzNP5j3fI2rREAQPkkGaA0pVaLXb3JB5wPGO8M4ZMmRdTrzT/egtdr8eB+ra8PnaNTAVB0OhUAQPt1slNFjN2qknaqCK2qKFrtVK5wB2RKZK+OVq9CN3A1u2Y+35XuSIvJmwCkaeyr2WWj1SvdDb+a3Vhc6a5zarXa4ALAxNiX5oMziFMk61YlG0RnPwNAFTS6mt1YXOmuXHQqgHTYl+aDTkWRJO1UEfY1AFRDklblSnflMtFOZcIdkDkHbdWRZEJcs5PsoF1MugNgIgYm2U1sot33U1ufiUoy0Y7OMXgJoD3sW4vnsf7elgY/QVpMugOgaJKeCbyZM43Xfq02uLTTpGe+FZOe+VZbn4PknBAKoD3sV/MhSXfSqciaSXcAFE07OlWEVlVlaXYqE+6AXHDQVh3jTaKb6EQ7k/RIk0l3ACSV/tXs2jfpbryr3A1MspvIRDtXuWsPg5cA2s9+NnvjDUwaGLy07/10IbJk0h0ARZPGYKZRBy69Nfn6jHf28OGDl2rrdKc80KkA2s9+Nh+abVUDdCqyZNIdAEWT1qS7tFpVs51Kq8qXdnSqyak+GgA0YfOMRSMmMqUZmho9PrTq4E2rhVAAxpTuBLtGvh8RZ7XlkafPjHjphaG3pX0luz+tPRZX9B6b6mNWkf/kAqCKHuvvjWOn1UbcNhZdiCIYGPS0OeP1AIBdvb1NnxU8Yu9gpvc2O3borRGxI9n6TJoUUa8Pu22MM4TX1j0WvT26U6fpVABUVdJWpVNRFFoVAHnQ1k4VkbhVJe1UEVpVVtrZqky4A3KjVqtFb8IZ6hRXuycwiVYAQLtNfc/AwXr7rkLXCdNnRvy3+FZbn8Oku9YZwASQHa0qH8abYNeILkRW1q1aHj2Ll4758X050RMAqbnmmr1/fuYzbXuK9z75xl92JfikFifdxdPfavr+BjJ1jk4FkB2dKj+Stiqdiqwk7VQRWhUAKWpzq2qpU0W0NOkuSaeK0Ko6qROtyoQ7IFcEIiCPBCUA9vXmRLu91m4/K959YLsn3bXnKncD/5FyyeLUH7qjBv6jsizv1wYvAeSHVlV+A78/GPhEWhoNZmo0gGmA7gTAhAwMXtr33wkHMo139vDBAUwDpkT7Jt39xgN7/7zl5wmegHbSqQDyQ6cqP52KtCXtVBFaFQATMLxTDdyWoFW1vVMloVPlUqdb1aSIqI97r4ro7u6O/v7+mDZtWmzdujXr1YFKE4hIiwhFmgQlgOoaPsmukfZPuotIY9LdaP+Jcsni2RN+7PGkfZW7Rr/rFfn9Ou0opHMUn59hNnzfaaToraqrqyvmz58fDz/8cOzZsyfr1emYsbpQo98ZdKTimLTflHjX6Uvi6TUrov56u/4ntbOK/HssE1fV/TTlZZvugEYDmPbVwtnDhw9mGjGAabikb8FjTbobGMC0r4SDmdp95vCqbdc6FcP5GUJ+FL1TVZVORdFoVQA0bbxOFZG4VRW9U0W0v1VVTZqtKknjcIU7AEpt84xFIhSpcRYngOppZqLdgLxf6W68sxVeu2p92yfd/WntsQlPuhvvd7sivl87UzgAtEejLjTW7wk6EgCQa80MXtr3vi1c6a42LUGjSONKd40GMA045z2JBjPV1j1mIFMKdCoAaA+dCgAolSSdauD+Ca90V+ROFaFVpSEPncqEOyCXarWaMzKRGhGKNBVxED8AySWZaJdn402yGy7Pk+6S/D5XhPfrPEQhAJqnVRVX0t8JdCSyUoTfYQEor9q73+gU/9HmJ3prRBw7xuCl4Uy66xitCqA4dKri0qkoEq0KgKy03KlamXTXxk4VoVW1Kk+dyoQ7ILcEIgAAOimNSXZ5ucpd0ol2++rEpLskyvYfiXmKQgAko1UB7WYgEwBj+sxnUr3K3eDgpX0dGskGMzU7kOnY+xI8aIvOOWnvn71b2/o0h89dGE/96p62Pken6FQAxaVTAZ2gVQEwqqSdKiJ5q0raqSKaa1Wd6FQRHWlV7zpi7/fs6V8V/9ggr52qK+sVABhLXneeFI+Df9JUtoH/AFU39T21VK9ot3b72JPh0jFyUt+6VcsHl7z709pjY3784E2rB5dW5e39ularOb4BKAH78mrQkchS3n6PBSBnxhiU1FCDgU+1d9caT7YbcGiyp4gpo9x+7H1vLkPsTvb457xnnI+f9OYApoio1bqTPX4T3nVELQ6fu3DIv4tMpwIoB/vyatCpyJpWBcCoknaqiOStKmmnimjcqjrdqdrYqt51RG1w2fe2osp7p3KFOwAqY/OMRSIAqXEWJ4BiS3OCXSOdutLdulVPtuWRO3GVuz+tPRZX9B475La0f1fL+v06z0EIABibjkQWehYvjYiI3l7NCYAxtHClu9pffSfZc7RypbtfT3J28N2RaLjKOe+JuOXnw247qfF9Y+9Apt4Uzh4+1mCldx1RK9zZw7UqACgmnYqsaFUAjKvFK90lalWtXumu6VbV3k4VkU6rGm9SXdFaVVE6lQl3QO7VarXo7S3OGwD5JkKRpqwH8QNQYWef8MZf2jPhLqJzk+6uXbW+rc+Rxft1UaIQAK3RqqpDR6JTBgYvDbCfASAtl3z7jcFL29v4JMt+9cZfnk/4iS0MZorpTd+91YFMSc4IXpSBTFoVQHk5fqwOnYpOGd6pIuxrAEhPfltVeztVRGutKumV64rQqorWqUy4AwrBQRuQVybdARTTtp/3FvMqd4MT7fbq+ZtzYt0nbkn3OfbRzkl37Z5o12lFC0IATIxWBaSh0QCmAfYzAIxpnLOHDw5eesP/c2DEfUkHMo139vDBwUtvOHtWxN8mnXTXnHWr/ikiInoWf6gtjx/xZtvZtKVtT9FRWhVAdTh+BNIwVqeKsK8BYAwJO1VEC60qaaeKaFur0qmSK3KnmhQR9axXIi+6u7ujv78/pk2bFlu3TuySjUB7OGgjLc76RNpMugMopnZPuouIiU+6GzbJrpF2TrqLiFQn3WU10a5d79V5jkI6R/H5GWbD950kitKqurq6Yv78+fHwww/Hnj17sl6dwtGR8mfSflPiXacviafXrIj667uyXp1Exhu8NFxR9jNMjP00ZWOb7qBhg5kaDWDaV+JJdxEjBzM1GsC0r8QDmUY/T/TAAKZ9JR3MNNaZw0frOo0GM02K7jh4en9sfmla1GPoY+bpzOF5bVWOtYvPzxDyz/FjNehUpClpp4qwrwFgDAk7VUQLrSppp4pI2Kra26kikreqVibd5aVVlaFTucIdAJW0ecYiEQoAyPeV7pqYaFckWV/RLs2r0uY1CAEA7aEjkSVnDwdgTJ/5TFyyoPlO0fKV7j7exOCllu2O4UNXGg1gevNjf5doMFOt1j1iINN4bWfGQckGM73riFqmA5m0KgCoDp0KAMithJ0qosUr3RW4U0Ukb1VJO1WEVpUmV7jbh7MxQTEYXECaRCjS5Cp3AMWUu6vctTjRLo9Xuct6kl0jrb5fFzEG6RzF52eYDd93kipCq3KVmXToSPlR5CvcRTh7OCPZT1M2tunO2DZ/b6v4k65kn5doEFOrA5gSX+UuYt2qHya6f/IziB+d8P5DBzONdYW7AZ0eyFSkXuVYu/j8DKEYHDtWh05FWnQqANLQaqeKSNCqJjLRLmGran+nikjaqopwpbuitKokjaOFTRogW0XZGVMMJkiRJkEToJi2/bz9cWHt9rPGvsPZJ7y5tKjnb85p+XObkWTy3LWr1udysl0rarWaYxAAxuR9Akhq3arliT/HvgaAAdvm1wYHMUVEfDHhnMb/58Bx7vDxX725tOrsWUnW6I2lPdat+rtYt+rv2vb4EXvPND7joLY+xaCBVuV3AwAa8f4AJKVTATARE+1UEQla1UQ02arWrfph4sl2SWlVxTKhCXeXXnpp1Ov1uPrqqwdvmzlzZlx//fXR19cX27dvjzvvvDOOPPLIMR/nvPPOi3q9PmI54IADhtzvU5/6VKxbty5eeeWV6O3tjVNOOWXEY11xxRXR19cXO3bsiHvuuSfmzZs3kS8RyKmy7pSB4jPpDqCYMpt0N8FJdp023iS6Iky0a+a9uuwxCID0ec+oBiduIk0GMwGQ1PABTPtKZdJdGoOXml+DGD7RLumVNcYbmDR88FIr773jDUwaPnipXe/VWhUASXi/qAadijTpVAAklWanisi+VU10ol2znWoirarZTqVVpavlCXe1Wi0++clPxqOPPjrk9ttuuy16enrizDPPjPnz58czzzwTa9asibe+9a1jPt7LL78cs2bNGrLs3Llz8OPnnHNOXHPNNfHFL34x5s+fHz/60Y/izjvvjHe+852D9/nsZz8bS5YsiYsvvjhOPPHEeP7552P16tUxderUVr9MACpAhAIAIjo46S6Fq9mNpt1XuYtoPOmuCBPt9tVo0l2VYhAA0Dodiaz09vZGb2/7j1kAyJeBwUujDWDaV0uT7tK4mt1oGp45fOyr2aUx6W6ss4SnNelurLOEp9WWtCoAYDw6FWlK8ruyTgVQTe3sVBHZtKo0r2iXtFPt/fjEJ92NdzU7rWpiJkVEPeknHXjggfHQQw/Fpz/96bjsssvikUceiT/6oz+Ko446Kp588sk45phj4oknnoiIiK6urnjhhRfic5/7XKxcubLh45133nlxzTXXxEEHjf6Tvv/++wefc8ATTzwRt912WyxbtiwiIv7jP/4jrrnmmvjKV74SERFTpkyJDRs2xOc+97m47rrrRjzmlClThlxFr7u7O/r6+mLatGmxdevWpN8WIAPtOnAbGIArTFSLK5ORJvsPgGKa+p72RYGBCX21PxvnlEMpWPeJW9r+HGWQdBBX0XR3d0d/f7/OUWB+htnwfWci8jrIoKurK+bPnx8PP/xw7NnTwv9wMYKOlK1J+02Jd52+JJ5esyLqr+/KenUmZKzfSfO6TyF99tOUjW06BR/4QEREbHt5W6JP+5MmT7l83/+9fe9fvj8v0eO35G+PSPwprUyMS6KVJpT0WLGV9/EyD1hyrF18foZQPI4pq0OnIk1aFQAjtLlTRXS2VeVxTFUnxi8lfR/XqfZq6Qp3X//61+OOO+6Iu+++e8jtA5PXXn311cHb9uzZE7t27YpTTjllzMecOnVqPP300/Hcc8/F7bffHieccMLgx/bff/9YsGBB3HXXXUM+56677oqTTz45IiLmzp0bs2fPHnKfXbt2xb333jt4n+GWLl0a/f39g0tfX9/4XzyQK2nvzA/etHpIhBAkqsUEKdJk/wFQTO24yt22n/cOedzeS7ek/hzDdeJKd0XWs3hp6SfbAZCNMv/HA3sdO60Wx07zcyY9jSYUOEs4QEV94ANvLm+Y+rapiR5ivLOH3/d/b39zAFNExFlPJHr8Zq37xC2DSx4lmdC3btXytk8ArOLZwQFoP+8t5adT0Q5aFQCDOtSptKrm6VSdNznpJ5x77rnxvve9L0488cQRH1u7dm08/fTTsXz58rjoooti+/btsWTJkpg9e3bMnj171Mdcu3ZtfPzjH4+f/exnMW3atLjkkkvivvvui+OPPz5++ctfxowZM2Ly5MmxYcOGIZ+3YcOGmDVr76UdB/5sdJ/DDz+84fMuX748VqxYMfjvgSvcAcVSq9UmfEA31sSYgzetNhGrQjbPWGSiFKmx/wAopm0/753wle7Gm7jXe+mWjlzpjqFMsgMAWjV88NKhPUvjP9a19z+0qI51q5ZrSABVts/ApUamvm1qojOIf3HPyDOIDxm4NNxZT6Ry9vDRBiytW7U8cZPpWby07YOHxluv4c//b393ZaLHH+//sA1cAgBapVPRbloVQMWN0ara3qki2t6q8ihpp2qlt2lVrUk04e6www6La6+9Ns4444zYuXPniI/v3r07zjrrrFi5cmVs2bIldu/eHWvWrIkf/OAHYz7uAw88EA888MDgv++777546KGH4g/+4A/ikksuGby9Xq8P+bxJkyaNuK2Z+wzYtWtX7Nq1a8x1A8oryaQqk2YAAKql1Ul3Sa6Q1+5Jdz1/c06h4lE7mWgHQCelcXIo8mOss4QbzAQAtGycSXbDtTKY6QO3jDN4aV8tDmRqtj0VadJdms/Z6NjA4CUAOkmnKhedCgBomwStqu2dKqKlVlX0MVJJO1Vak+60qrElmnC3YMGCOOSQQ+LBBx988wEmT45TTz01Lr744jjggAPioYceivnz58e0adNiypQpsWnTprj//vsTHbjV6/X46U9/GkcddVRERGzatCl27949eBW7ATNnzhy8ot3zzz8fEXuvdDfw9+H3AcorSSBy9TLG4yp3pMmEXYBqSDLRrpOqPOnOJDsAsmQwU7GNNXhpOIOZSIuGBEBaPrC+A0/yt0fs/fMTzf8elOdJd0n8299dGXMX/a+m72/QEgBZ06mKTaciK1oVAGnoRKcq07iopJ2q1Ul3NK9r/Lu86e67745jjz02TjjhhMHlpz/9adx0001xwgknxJ49ewbv29/fH5s2bYojjzwyarVa/P3f/32iFTvhhBNi/fq9r7DXXnstHnzwwVi0aOgvb4sWLYof//jHERHx1FNPxfr164fcZ//994+FCxcO3gcot/HeAA7etHpCk6hMwKoWwYA02X8AFNN4k+i2/bx3cGlV76VbWv5cGutZvNRkOwAACklDAqiQf/7nxJ8y9W1Tx/z4B9YPG8T0/v+W7AnOemLsj//tEW8ub2hng1m3annbJ9sBAJTNoT3+j4z0aFUAFZKwVbW9U0WM26rWfeKWUk22I58STbjbtm1bPP7440OW7du3x4svvhiPP/54REScffbZsXDhwpg7d2588IMfjNWrV8dtt90Wq1e/+YvXDTfcEF/60pcG/3355ZfHGWecEXPnzo3jjz8+Vq5cGSeccEL81V/91eB9VqxYEZ/4xCfi/PPPj3e/+92xYsWKmDNnzpD7XHPNNbFs2bL4vd/7vTjmmGPiW9/6VuzYsSNuvvnmlr9BQLE0mnQ30Yl2wx+L6jDpjjTZfwAUU6PJdBOdZDdcuyfd9fzNOW19/Lww0Q6AvHF2wOJ6rD/Z73oGMpEmDQmgQlKadDdiANO+0ph0N2yS3XBJesx4E+gGJtnlfaJd3tcPAIbTqYoraaeK0KpIl1YFUCEpTLpLtVNFNGxVJtoNpVO11+S0H3D27NmxYsWKOOSQQ2L9+vVx4403xlVXXTXkPnPmzBlyNbzp06fHddddF7NmzYqXX345Hn744Tj11FPjpz/96eB9brnllnj7298el19+ecyePTsee+yx+J3f+Z149tlnB+/zla98Jd7ylrfEN77xjTjooIPigQceiDPOOCO2bduW9pcJ5FitVmvrm4fLpVfL5hmLhAMAqLg0J9eNpvfSLVH7s4Pa9vg9f3NOaWOTSXYA5FmtVove3vb/LkH6HuvvjWOnNT8Y7dCepfEf6/yHFgCQ0D//c8QHPpDoU6a+bWrU1iYYA/H+/xbxo9ubv/9ZT0R8ONkAqJ7FS5v+/9l1q5aP6DlFHBjU6OsAgDzTqYoraaeK0KoAgBYlbFVt71QREWc9EesOeizZ51SMTtU+kyKinvVK5EV3d3f09/fHtGnTYuvWrVmvDjAB7f5PmXZOuBuY3GVSX76YdEdavLYBGE07J9wNKMukO5GoOTpH8fkZZsP3nbTlYSBTV1dXzJ8/Px5++OEhJ8NjfEkHMxnI1BmT9psS7zp9STy9ZkXUX9+V9eq0hYZULfbTlI1tOqEkE+7eONN4bVbCq9Q0O5Cp61/3/nnuVWPfr4EiTppLYrTfP3Sq5jjWLj4/QyiHPHQqWpe0U0VoVaRHqwKokGZbVbs7VcRgq1r3trcme46K0qmak6RxdHVonQA6qt1vGO2YfHXwptVDHtcELygnr20ARtN76Za2PnY7H79TehYvFYcAKJxaLflAGIrnsf7eeKzfoDXSoyEBVMgbg5PG/PjA8obe5xP+3vH+ca5Y1/Wvb062i4j4/30+2eNH9Qb06FQAFJFOVR1aFWnTqgAqpNlW9Ya2dap9WlXPyzuSPUfF6FTtY8IdUFpFmHQ3MMlutMdyoJofztJDmry2ARhNmpPiBibZ7fuYRf2dRhgCoOgMZiqu8QYmDR+8VNTft8gnDQmgQhoNZBo2eGm4VAYzDZ9oty+T7hp674eurMTXCUB56VTF1Wyn0qpoF60KoEIStqq2d6ow6a4R46naz4Q7oNTyOulurEl2aT0H6ROhAIBOmMiku0aT7IYryu80A1FIGAKgLAxmKq5Gg5nGOkt4UX7fAgByZt8r2Y13JvE3tDSYqcFZwkdl0t2g937oyqxXAQBSo1MVV9JOFaFVAQAtStiq2t6pwqS7AcZTdc7krFcAoEpMniu+zTMW+TmSioM3rRY1AUhN0kl6ef6dRhACgDcbUjuPGzvxHGUy3hnEh8vz71sUi4YEQFrq/7j3z0lTs12PItm3U3V3d2e4JgCQLa0qX5J2qgitivRoVQCkoROdaqDrrFu1vH1P0kHGU2XDFe6A0sv6KncDV7ObSLQQPKCcvLYBGE0zE+iauZpdkTj7EgBVMN7Zw4c3pHYcN3biOUju5t9eGjf/tt+FaMzrFICxjHf28Po/vjmIKSKivu2qZE9Qwavc6VQAVEGznaqdHakTz0FyOhXj8ToFYDRt71Qx/lXuhnedojcenSpbkyKinvVK5EV3d3f09/fHtGnTYuvWrVmvDpCyds9QH37mlnYcWDo7TH4IB6TJaxuA0dT+7KAh/057cl3Wv9MIQu2lcxSfn2E2fN/phN7eof/ZNN578kSPG7u6umL+/Pnx9JoVUX99V1ueg8bG+tmONnDpI/9YjjNtttOk/abEu05fMuY2XUZep+U1sJ9++OGHY8+ePVmvDkyYbTobtVlDB83vO3ipkUlTE06kOzf5AKginUF8vE7lWHFifP+Kz88Qyitpp4qY+PFpJ56DxpK2Kp2KsXidAjCatneqiFj3trcO+fd4badInSrCmKp2StI4XOEOqIxOXOkujavZjfcc5INgAAB0wr5XsWvHleyy+p3G2Zdoh0svvTTq9XpcffXVg7fNnDkzrr/++ujr64vt27fHnXfeGUceeeSYj3PeeedFvV4fsRxwwAFD7vepT30q1q1bF6+88kr09vbGKaecMuKxrrjiiujr64sdO3bEPffcE/PmzUvniwUKr1arJepIrTahgcc/6MV72vYcjK3R71vjnSXcGcQBgFb0Pt87eJbw8QYxRXTmSndFoFPRDjoVUCRJO1VEax2pE8/B+JK2Kp0KAGhF2ztV7L3S3UDXKVPbKdvXU3STs14BACiqzTMWCXyk4uBNq03iBCAznfqdRgyinWq1Wnzyk5+MRx99dMjtt912W7z22mtx5plnRn9/fyxZsiTWrFkT8+bNix07doz6eC+//HIcffTRQ27buXPn4N/POeecuOaaa+LTn/503HfffXHRRRfFnXfeGfPmzYvnnnsuIiI++9nPxpIlS+LjH/94PPnkk3HZZZfF6tWr4+ijj45t27al+NUDjNSJ9/aB53A8O77NMxbFqgW18e+4j5t/e6kziDOChgRAVv7lrL2DnkZO4Rlbz+KluTx7uE5FO+lUAEPpVPmTtFXpVIxGqwIgTfVtVzV9pbtWWlVeO1WEVpVnrnAHVEoZ3pBM8IJy8toGoKyceYl2O/DAA+Omm26KCy+8MLZsefNKkEcddVScdNJJ8alPfSp6e3vjySefjE9/+tMxderU+PCHPzzmY9br9diwYcOQZV9LliyJlStXxsqVK2Pt2rXxR3/0R/Hcc8/Fpz71qcH7fOYzn4kvfvGLceutt8bjjz8e5513Xrz1rW+Nj3zkI+l+A4DCSvr+ON5xY9KzhKf1HI5nobO85gAYy4PH9ya6/3hnD/+Xs64aHMAUEfEvu5OvU566kE5Fu+lUQFG18v7YbEeaiKTP4ZgZOs/rDoDRJO1UEe1vVXnrQlpV/rnCHVA5eZ6h3ixnh8kPV7kjTV7bAGSlHb/TCEJ0yte//vW444474u67747LLrts8PYDDjggIiJeffXVwdv27NkTu3btilNOOSVWrlw56mNOnTo1nn766dhvv/3ikUceic9//vPxyCOPRETE/vvvHwsWLIg/+7M/G/I5d911V5x88skRETF37tyYPXt23HXXXYMf37VrV9x7771x8sknx3XXXdfweadMmTK43hER3d3dQ/6kM3zf6aTj/8eX4t/+7sqm7//2LffGlrefNuS2g168Z+9f9psy6udNeuNjk8a4z0Seo9HnMNTvPPxQrJm/MNHn/O1vfyn+x5or27NCBZdkmy4jr7ny6erqGvInFJ1tOlsPz38o5j/W/O8d9Z3XxLQDPzfktrvO/PIbfxt5XPST3RFnHJRsnbJ+z37vh66MiIkd5zlWnJiqfN+q0KmA8mplPFWjMQ5p/39T0ucw7qI5ix/sdZU7UuN1B8BoHjy+NxY82vzvHBGNr3S37yS74f5ld8QpBZoVZTxVsRRo0wJIj0l3pMmkOwCgDNL4nUYUotPOPffceN/73hcnnnjiiI+tXbs2nn766Vi+fHlcdNFFsX379liyZEnMnj07Zs+ePepjrl27Nj7+8Y/Hz372s5g2bVpccsklcd9998Xxxx8fv/zlL2PGjBkxefLkEWcT37BhQ8yaNSsiYvDPRvc5/PDDR33upUuXxpVXXjni9r6+vlE/h/bxfSev3jXilvlNf+7hp13ctucY+TkMNz/6k3/S6emvR5k0u02X0buyXgHa4vjjj896FSBVtukMzU/2e8fIe//J2Pdv4deaLPX3L0ntsRwrMpqqdCqg3FqddNduSZ/DmKrmmHQHAHRCq5Pu7juv+fsnmXSX1RwCY6qKyYQ7AEiBSXekRfgFIEut/k4jCpGFww47LK699to444wzYufOnSM+vnv37jjrrLNi5cqVsWXLlti9e3esWbMmfvCDH4z5uA888EA88MADg/++77774qGHHoo/+IM/iEsuuWTw9nq9PuTzJk2aNOK2Zu6zr+XLl8eKFSsG/93d3R19fX3xjne8I7Zu3TrmepMe33eykOQqd62YtN+UOPy0i+OZe74W9dd3te15XHGrOUmvdBcRrnQ3TKe26bzzmiuPrq6uOP744+PRRx+NPXv2ZL06MGG26Xxo9ip3Dx97b0RE7Hxv8t9Rkl7prt2/90a8eTW7tDlWnJiB719ZValTAVAuJt2RFuOdAEjLg8f3vvG3ZJP0kujUpDvjqYrPhDugslzlDsgrr20AikIYIksLFiyIQw45JB588MHB2yZPnhynnnpqXHzxxXHAAQfEQw89FPPnz49p06bFlClTYtOmTXH//fdHb2/vGI88VL1ej5/+9Kdx1FFHRUTEpk2bYvfu3YNnBx8wc+bMwTOFP//88xGx9wziA38ffp9Gdu3aFbt2jZw0sHXrVoP5MuD7TifNXfS/OtKp6q/vauvkpOkv/KPj2Sbsiub3LQMDmOpR3UllY2n3Np13XnPls2fPHpOTKBXbdLYenHfPmGcPHxy89MbPaP9H7olXT0g2kOnOLU2cPfwtvxr8a/31WxI9fhKd6lSOFWmkSp0KKL8yjKeKMO6iHUy0YzxedwCMZryr3L05ye5Nv/ZIb6JW1dRV7vbpVBHF71S0X1fWKwCQpTK8obmqWn4IBqTJaxuArIz3O03P4qWDC2Tp7rvvjmOPPTZOOOGEweWnP/1p3HTTTXHCCScMGdTZ398fmzZtiiOPPDJqtVr8/d//faLnOuGEE2L9+vUREfHaa6/Fgw8+GIsWDX2tLFq0KH784x9HRMRTTz0V69evH3Kf/fffPxYuXDh4H4DhyvLe6nh2fIsfHHtA7Uf+cfngAuPxmgNgLI0GKz14fG/D2yP2DmRK6l92N7jxLb96c9lHz38/J/Hjj0WnIi90KqBsyvLe6pi5Oc22KmiG1x0Ao0naqSKSt6osO1VE6FQl5Ap3QOWV4cxMzg6TH5tnLBIOAIDCa/Q7jSBE3mzbti0ef/zxIbdt3749XnzxxcHbzz777Ni4cWM8++yzcdxxx8W1114bt912W6xe/eb2fcMNN0RfX18sW7YsIiIuv/zyuP/+++MXv/hFTJs2Lf7wD/8wTjjhhPj93//9wc9ZsWJFfPvb347e3t74yU9+Ep/85Cdjzpw58Vd/9VeD97nmmmti2bJl8Ytf/CJ+8YtfxLJly2LHjh1x8803t/PbAhRcGTpVhFbVjMUP9saqBUPPymngEgDQDmMNWmok6dnDI944g3j3r8a/Y+wdzLTu1omdQVynIm90KqCMdKpq0aoAgE5I2qkiWrzSXQc7VYRWVWYm3AEUnCiUPybdkRbhF4AsbZ6xKGq1ZIOrIG9mz54dK1asiEMOOSTWr18fN954Y1x11VVD7jNnzpwhZxmfPn16XHfddTFr1qx4+eWX4+GHH45TTz01fvrTnw7e55Zbbom3v/3tcfnll8fs2bPjsccei9/5nd+JZ599dvA+X/nKV+Itb3lLfOMb34iDDjooHnjggTjjjDNi27Zt7f/CATLkOLZ5ix/s1ZBIhYYEQJZauSpeK4OZDFyi6HQqgM5zrJyMVkVatCoAstKpThWhVVXFpIioZ70SedHd3R39/f0xbdq02Lp1a9arA3RY0c7K5KA03wQo0uT1DkCnmWhXDjpH8fkZZsP3nTxIu1NN2m9KvOv0JfH0mhVRf31Xqo8d4bh1IjSk1rR7my4qr8Xi6urqivnz58fDDz88ZJA9FJVtuhzGOnP4aIOXau8/qOnHb3YgU14GLzlWnBjfv+LzM4TqKtp4qgjHxxOhVZEmr0UA0pS0VbWjU0Xkp1XRuiSNo6tD6wSQe0V5A9w8Y5GD0QLwMyJNgiYAnVCr1QYXACBbOlV1+P6RJg0JgDQ1Gqj0a4/0jnmm8N4fbWn68Xv++zljf3zx0sL8XgwAZVak92OtauJ8/0iTVgVAmpK2qnZ0qiL9bkw6Jme9AgB50rN4aS7PzCRmFNPmGYuEAybM6x+AdjK5DgDyS6eqDg0JAMirsSbXjab3R1uaPoN4z38/Z8QZxA1cAoD8yWunitCq2kGrAgDyKmmr0qmYKBPuAHJMFILq8voHoJ1MtAMAyBcDmUjLwZtW60oAFErPfz8n4pUjsl4NAAD2oVWRFq0KgCLRqRiuK+sVAMibPMxG3zxjkQPNkvBzJImB177tBoB2qNVqgwsAUAx56FTDGWiTD/oBY/E6BSBrvT/aMv6dXjnizQUAyL08dqoIx8B5oFMxHq9TALKkUzERJtwBNJBVJBIgysnPlPF47QPQLibZAUDx5XEwkwES7TFeG2h0oh49gdF4nQKQtYaDmQxeAoBCy2OninAM3C7Ntqpm70+1eZ0CkCWdilaZcAcwik5FIle0gury2gegHUyyA4DyyeNgJgMk2qNRJxivH2gLAEBe9f5oi8FLAFAyeexUEVpVuyRtVToVAJBXOhWtmJz1CgBAFWyesUjcIyLERQDaxwQ7AIByaKUdaE80cvCm1VoUAJnRqgAAyiFpW9CpGI1WBUBWdCpa5Qp3AGPoxFmZBIbqEAyqzdXsAGgXV7MDgGrI49nDdS3IP69TADppoFNpVQBQbnnsVBGOgaEIvE4B6CSdioky4Q5gHCbdkaZ2TrgyoSt/Bn4mfi4ApM3gJQCopjwOZtK18kN/YDRepwC0m04FANWTx04V4Rg4L3QqxuJ1CkC7aVWkxYQ7gCaYdEeeDZ/QJVoBQHkJQgBAHgcz6Vr5oQsBAJ3ihFAAQB47VYRWlRc6FQDQSVoV7WDCHQB0WBpBabwrp4lW+SDiApAWQQgAyCtXds8fPw8a0akASItOBQDsK2+T7rSqfPGzYDRaFQBp0apoJxPuAJrkKnekqdWglCQMilb54HUNQKuceQkAGE0eBjIZvATFo1MBMBE6FQAwmqxb1XgnrQbySasCoFXGVNEpJtwBJGDSHVkRBovN6xqAJAQhAKAZWQ1k0iiKwc+I0ehUACSlVQEAzciiVelUxeBnxFi0KgCS0KnotMlZrwBA0fQsXhrrVi1v63McvGm12FABm2csGjMapLENjPccAEA+iEEAQCs60akiDIopKl0IAGiVVgUAtKITrUqnKiadCgBolU5FllzhDgAy1CgEpn0GLrExH4RDABpx5iUAIM/+ZvHk+JvFzttXZLoQjehUAIxGqwIA8kqnKj6ditFoVQA0olORBybcAbSgZ/HStj+HA8nqGJhgl/ZEu+HPQfa8rgEYIAoBAGlpR6caPoDp72r3pP4cQLZ0KgAGDHQqrQoASEParUqngmrQqgAYoFORJybcAbTIpDvYq50TBcvI6xqg2kQhAKAd0upUY50p3GCm4mqm27T7ZFDkk04FUG06FQDQLmm0Kp2qnJptT1pVNWlVANWmVZFHrrENMAE9i5fGulXL2/ocB29aLR6Qis0zFqUaJoZvl2k/PgCUhRgEAHRCq51qtIFLjfxd7Z74UO9piZ+D7DXqNqM1R42nGjRngGrSqQCATmmlVelU1TBae9Kqqk2rAqgmrYq8M+EOACokjQg1VuAQuZpjIi1ANYhCAADkSZIWofGUlyYFUE06FQAAeZK0T2hV5aRTAVSXVkVRdGW9AgBF17N4adufQzAgTa3Eis0zFg0u7Xj8KvK6BiivWq0mDAEAmWilU31i1e5E9/+72j2Jn4Ni0njKpdm2B0C56FQAQJaStiqdirHoGuWhUwFU00Cn0qooEhPuAFJg0h1l1WrgEEWa43UNUC6iEACQBybdAQOSnEQLgHLRqQCAvDDpDojQqQCqTKeiyEy4A0iJSXcUyXjxQuAAgOY4+xIAkEcm3ZEWfQgAikOnAgDyyqQ70qJVAUAx6FSUxeSsVwAAyMbmGYtGTOJMM0w1enxGOnjTakEQoIAEIQCgyr506YciIuJDsSXjNaETNJ7i0p0AqkGnAgCqTKeqHq2qmHQqgGrQqSgbV7gDSJGr3FE0A1eya9cV7YSS5nhdAxSHsy8BAEXRjqvcfenSDw0OYoqIqP3tQYmfg2LSeIpLdwIoL50KACiStK9yp1NVm1ZVTDoVQHnpVJSVCXcAKTPpDoYSuZrjdQ2QXwNRSBgCAIomrUl3wwcw7ctgJsg/3QmgXHQqAKCo0ph0p1NBselUAOWiU1F2k7NeAYAy6lm8NNatWt7W53CZdYpk84xFgskYvJYB8kkQAgDKoGfx0nhq9f9J9DmfWLU7ev75nKbvX/vbg6L37C1JV42C0XcAIDs6FQBQFknHVOlUjEarAoBs6FRUiSvcAQBkZPOMRSbbAeSQsy8BAEBjOkZxGYAGUEw6FQBAcq50Vx1aVTHpVADFpFNRRSbcAbRJz+KlbX8OB58Uici118AkO98PgHwZiELCEABQRu/90JWJP2fdB25JdH8DmapD0yguPRmgGHQqAKDsko6pStqpIrSqKtGqikmnAigOnYoqM+EOoI1MuoOhqhy5TLIDyCdRCABgdCbdkQZNJF/0ZID80qkAgCox6Y4s6FT5olMB5JtWBSbcAbSdSXcwVNXClVgHkD/OEg4AVJUr3ZGW8VrHQA/Z9376CACMpFMBAFVm0h1pabZVNXt/AKgqrQqGmpz1CgAA1bN5xqJSTxQV5gDySQwCAGivgUFPm8NxcRU06jvNDG4qcxMqioM3rdavADKkUQEAdIZWVS1JW5VOlQ86FUD2tCoYnQl3AB3Qs3hprFu1vK3P4eCToiljuPIaBMgfUQgAYKhWOtW6D9wSPf98zpgf35dOVR2t/JzL2ISKyOsUoLM0KgCAxpK2qqSdKsIxcJUk/TnrVPngNQrQeVoVNMeEO4AOMekOyslrDiB/RCEAgLGlNemu0QCmAToVaRjYhgx8ag+vU4D20qgAAJqTxqS7sTpVhGNg0qFVtY/XKEB76VTQGhPuADrIpDsYqshnivI6A8gfcQgAoHmtTrpLQqdiNOM1oeHbTZEbEgDVo1EBACTXyqS7pLQqGknaqZr5HFrjNQqQPp0KJsaEOwAgU0WLUMIOQL4IQwAAUEyNmtBY3aVoDakoDGQCSIdGBQAAxZW0U432OUycVgWQDq0K0tGV9QoAVE3P4qVtfw4H8xRN3kPJ5hmLBhcAsler1QYXAABap1ORtX2bSzPdRZtpD69TgNZpVAAA6dGqyFLSTjXwOaTP6xSgdVoVpMuEO4AMCERQDCbZAeSHSXYAAO2hU1FmPS+cEj0vnJL1ahSC1ylA83QqAID20aooK50qGa9TgOZpVdA+JtwBZEQggqHyNLHNRDuA/BCEAADaT6eiSMZrNgODl/YdwGQw09i0MIDm6FQAAJ2hVVEkzbaqff/N2LQqgOZoVdB+k7NeAQCAAZtnLMosago1APkiCAEAAKPZ8vbT4l3DbhtvsFLPC6fEupn/0rZ1KiI9DKA5OhUAADCWRuOdxmpVOtVIOhVA87Qq6BwT7gAy1LN4aaxbtbytz3HwptUOSCmUTk+68/oAyA9BCAAgOzoVRfTeTSfF1tdeb/r+BjPt5XUI0BytCgAgO1oVRbN5xqKoPfFK0/fXqfbyGgRonlYFnWfCHUDGBCLoPK8HgHwRhAAA8kGngvLyugNojk4FAJAfWhWUk9ccQPO0KshWV9YrAMDeQNRunbxiGExUu8LK5hmLRBuAHKnVasIQAEDO6FQUyb1H/1riz+l54ZQ2rEl+6WEAzdGpAADySauiSHrnvSXR/XUqAEajVUE+uMIdAJBLm2csSiVqCjUA+SIGAQAAaeqd95aoPfFKos/peeGUWDfzX9q0RtnTwwCap1UBAABpStqqyt6pIrQqgGbpVJA/rnAHkBPOyAQjTSS4OCsSQL448xIAQHHoVBRN0rOHR5TzDOJ6GEDztCoAgOLQqigaV7rbS6sCaI5OBfnlCncAOdKzeGmsW7W8rc9x8KbVDmQpLds2QL6IQQAAxaVTUWaDg542ZbseafAaAmieVgUAUFxaFWVVpk4VoVUBNEungmJwhTuAnHFWJhiqmRDjjEgA+eLMSwAA5aBTUSTjnTm8d95bBpcBRe5JPV1Lo6er/a9RgDLQqgAAykGrokiabVUDitypIrQqgGbpVFAsrnAHAOTe5hmLRkTNoocmgDIShAAAgCz1zntL1J54ZcRtY2nUnfJs+MCl2uZa9B7cm9HaAOSXTgUAAGQtaasqeqeK0KoARqNVQTGZcAeQQz2Ll8a6Vcvb+hwHb1ptwhKFYnsFyCdBCACg3HQqima8CXaNFGEw01hnCDeQCeBNWhUAQLlpVRRN0lZV9E4VoVUB7EurgmIz4Q4gpwQiACDPBCEAgOrQqeBNPYs/GBER61b9Q/ufa5zBS/sykAmoMp0KAKBatCp4U6daVZJOFaFVAdWmVUF5dGW9AgCMrmdxsgPVVuT9jDgAQL7UajVhCACggnQqym68QXQ9iz84OIBp4N/tMmfx0pjTgdccQNHpVAAA1aVVUWbNdqpOtCqdCqB5WhWUjyvcAQAAMCYxCAAAqILNMxaNGEw31mClnsUfTPXs4cMHL+0+I2LyXc1/vjOHA1WhVQEAAGWXtFMNfDytVjXRThWhVQHVoFNBuZlwB5BzPYuXxrpVy9v6HAdvWj3umXEAgOoRhQAA2JdORRVsnrEoarW3dPQ5xzpLuEl3AG/SqgAA2JdWRdkVvVNFaFVAeelUUA0m3AEUgEAEAHSKIAQAwFh0Khiq1TOHjzV4aTiT7oAq06oAABiLVgVDtdKq2tmpIrQqoDx0KqierqxXAIDm9CQ4sG3V8MvQAwDVUavVhCEAAJqiU1F2vb2vJLp/z+IPNn3fzTMWtXWQXu/BvQYwAaWgVQEA0CytijJL2qkimm9V7e5UEVoVUA46FVSXK9wBAABUmCAEAAAwUm/vK1GrvSWVx2o0cOmR3t44IcHx2HhnDzdwCSgLrQoAAGCoNDtVxMhWpVMBNKZTAa5wB1AgzsgEAKTF2ZcAAJgInYoqSHIG8UZnDh/vLOGP9CYbfLT7jJG3OUs4UBZaFQAAE6FVUXZJr3SXtFXpVABv0qmAAa5wB1AwPYuXxrpVy9v6HAdvWt32y8UDAJ0nBgEAkCadCobqWfzBxIOfWjmDeNIBUAB5pVUBAJAmrQqGStqqdCqgynQqoBFXuAMoIGdlAgCScOYlAADaRaei7JoZlNTb+8rg0k6P9PYaxASUglYFAEC7aFWUWbPtqROtSqcCykKnAsbiCncAAAAlJQgBAABMXG/vK1GrvWXEbWkZ7+zhBi8BZaBTAQAATFyjTjVwexp0KqAqtCqgGSbcARRUz+KlsW7V8rY+x8GbVsfmGYva+hwAQPpEIQAAOkmnogo6cfW64YOZDGACykCnAgCg07Qqyk6nAmidVgUkYcIdQIEJRADAAEEIAIAs6VQwcQYuAWWxcOHC6O/vj4ULF2a9KgAAVJRWBROjUwFlYkwV0KqurFcAgInpWby07c9x8KbVbX8OAKA1tVpNGAIAIBd0KgCoroFGpVMBAJAXWhUAVJdWBaTBFe4AAAAKRgwCAKCK/u/i6RERcYaTKwNALmhUAABUmVYFAPmiVQFpM+EOoAR6Fi+NdauWt/U5Dt60OjbPWNTW5wAARicKAQBQBO3oVAODlwbcVftpnNF7YqrPAQA0R6MCAKBI0m5VwztVhFYFAFnRqYB268p6BQBIR8/ipW1/joM3rW77cwAAQ9VqNYEIAIBCSatT/d/F0xsOYorYO5AJAOgcjQoAgKJKo1WN1akitCoA6CSdCugUV7gDKBFXugOAchCFAAAoulY71VgDl4Zz9nAAaC+NCgCAsmilVSXpVBFaFQC0m1YFdJoJdwAAADkgCgEAUDadODkUAJA+nQoAAACAvNCqgKx0Zb0CAKSrZ/HStj/HwZtWt/05AKAKarXa4AIAAGWUtFX9z1UvJbr/XbWfNnW/GUfXBhcAYCSdCgCAsmt3p4porlXpVAAwPq0KyAMT7gBKyKQ7AMg3QQgAgCrJatLdaIOXDGYCgDfpVAAAVElWk+50KgBojlYF5IkJdwAlZdIdAOSPKAQAQFV1YtLdvgOXxhusZDATAFWnUwEAUFWdmnSnUwFAc1zNDsiryVmvAADFtHnGoqxXAQAKQQwCAID2Wvr9T0VExDMJP2/G0bXY9O+96a8QAOSYVgUAAO3VSqvSqQCoIp0KyDsT7gBKrGfx0li3anmqj2miHQA0RxQCAIChkraq/7nqpfi/i6eP+vGBwUsDDr8r4pkzWl07ACgvnQoAAIZqd6eK0KoAoBGdCiiSrqxXAID26lm8dMKPsXnGosEFABhbrVYThwAAYBRJW9X/XPXSiNuWfv9TDQcxRewdyJTEjKP97g5AeelUAAAwunZ3qohkrUqnAqDMdCqgiFzhDqACWr3SnQl2ANAcQQgAAJrXyhnE526f+EmlRjPj6Fps+vfetj0+AHSaVgUAAM3RqQCgvXQqoMhMuANgBBPtAKA5ohAAALRXz+F7BzDVn2j+cw6/K+KZM5I9j8FMAJSBVgUAAO3TSqeKSN6qdCoAykCnAsqgayKffOmll0a9Xo+rr7568LaZM2fG9ddfH319fbF9+/a4884748gjj2z6Mc8999yo1+tx6623Drn9qaeeinq9PmL52te+Nnif66+/fsTHf/KTn0zkSwQojZ7FY59dafOMRYMLADC6Wq02uAAAAK0Zr1X1HL50cBBTRMSkecke//C7mr/vpn/vNYgJgMLSqgAAYGLa3akimm9VOhUARaZTAWXT8hXuarVafPKTn4xHH310yO233XZbvPbaa3HmmWdGf39/LFmyJNasWRPz5s2LHTt2jPmYc+bMia9+9avxwx/+cMTHTjzxxNhvv/0G/33sscfGmjVr4nvf+96Q+915551x/vnnD/57165drXx5AKXUs3hprFu1fMhtJtgBQHPEIAAASFejVrXv4KXhJs1Lfgbx0Ri4BEDRaVUAAJCeLDtVhFYFQLHpVEBZtTTh7sADD4ybbropLrzwwrjssssGbz/qqKPipJNOimOOOSaeeGLv0cSnP/3peOGFF+LDH/5wrFy5ctTH7OrqiptuuimuuOKKeP/73x/Tp08f8vFNmzYN+fell14av/zlL+Pee+8dcvvOnTtjw4YNTX0dU6ZMiQMOOGDw393d3U19HkCR9SxeGr29Ig0ANEsUAgCA9ulZvDTi583fP8lgpsPvinjmjKG3GbwEQJHpVAAA0D7t7FQRWhUA5aNVAWXX1conff3rX4877rgj7r777iG3D0xee/XVVwdv27NnT+zatStOOeWUMR/z8ssvj40bN8Y3v/nNcZ9///33j49+9KMN7/uBD3wgNmzYEP/+7/8e1113Xfyn//SfRn2cpUuXRn9//+DS19c37nMDAADlV6vVBhcAAKC4Dr9r78ClgQUAikinAgCActCqACgDrQqoisRXuDv33HPjfe97X5x44okjPrZ27dp4+umnY/ny5XHRRRfF9u3bY8mSJTF79uyYPXv2qI958sknxwUXXBAnnHBCU+vwe7/3ezF9+vT41re+NeT2O++8M773ve/FM888E3Pnzo2rrroq/umf/ikWLFgQu3btGvE4y5cvjxUrVgz+u7u726Q7oBJqtZqr3AFAA2IQAABk4D2R+tnDHzxc+wKg2HQqAADIQBs6VYRWBUDxaVVAFSWacHfYYYfFtddeG2eccUbs3LlzxMd3794dZ511VqxcuTK2bNkSu3fvjjVr1sQPfvCDUR9z6tSp8Z3vfCcuvPDCePHFF5tajwsuuCDuvPPOWL9+/ZDbb7nllsG/P/7449Hb2xvPPPNM/O7v/m7ceuutIx5n165dDSfiAVSBSXcA8CZRCAAAMpbCYCYDlwAoA50KAAAyltKkO60KgDLQqoAqSzThbsGCBXHIIYfEgw8++OYDTJ4cp556alx88cVxwAEHxEMPPRTz58+PadOmxZQpU2LTpk1x//33jzqp44gjjoi5c+fG7bffPnhbV1dXRES89tprcfTRR8e6desGPzZnzpw4/fTT40Mf+tC46/v888/HM888E0cddVSSLxOgMky6A6DKBCEAAMiZFgYz9W7XtgAoB60KAAByRKcCoMJ0KoC9Ek24u/vuu+PYY48dctv1118fa9eujS9/+cuxZ8+ewdv7+/sjIuLII4+MWq0Wn//85xs+5tq1a0c85he+8IXo7u6OSy65JJ577rkhHzv//PPjhRdeiDvuuGPc9T344IPjne9854gr4QEAANUlCgEAQPEZwARAWWhVAABQbDoVAGWhUwEMlWjC3bZt2+Lxxx8fctv27dvjxRdfHLz97LPPjo0bN8azzz4bxx13XFx77bVx2223xerVqwc/54Ybboi+vr5YtmxZ7Ny5c8RjvvTSSxERI26fNGlSnH/++XHDDTfE66+/PuRjBx54YFx55ZXx/e9/P9avXx/vete74ktf+lJs2rQpbr311iRfJkCluModAFUgCAEAQEGMc/ZwA5gAKAOtCgAACkCnAqACdCqA0SWacNeM2bNnx4oVK+KQQw6J9evXx4033hhXXXXVkPvMmTNnyNXwmnX66afH4YcfHt/85jdHfOz111+P4447Lj72sY/F9OnTY/369XHPPffEueeeG9u2bWv56wGoApPuACgrUQgAAAqowWAmA5gAKAOtCgAACkanAqCkdCqA8U14wt1pp5025N9/+Zd/GX/5l3+Z6HOGO//88xvevnr16pg0aVLDj7366quxePHiMR8XgNGZdAdAmYhCAABQcO8JrQqAUtCpAACg4HQqAEpEqwJoXupXuAMAAMiKKAQAAABAHuhUAAAAAOSFVgWQnAl3AAxylTsAikgQAgCActKqACganQoAAMpJpwKgiLQqgInpynoFAMgXv2ADUBS1Ws37FgAAlJzf+QEoAp0KAADKz+/8ABSFVgWQDle4A2AEZ2UCIM8EIQAAqBatCoC80qkAAKBadCoA8kqnAkifCXcAAEAhCEMAAAAA5IFOBQAAAEAe6FQA7WPCHQANOSMTAHkgCgEAABFaFQDZ06kAAIAInQqA7OlUAJ3RlfUKAJBffikHICu1Ws37EACJXHrppVGv1+Pqq68evG3mzJlx/fXXR19fX2zfvj3uvPPOOPLII5t+zHPPPTfq9XrceuutQ25/6qmnol6vj1i+9rWvDd7n+uuvH/Hxn/zkJxP/QgEqzDECAJ020Ki8BwGQhE4FUH6OEQDoNJ0KoPNc4Q6AMTkrEwCdIggB0KparRaf/OQn49FHHx1y+2233RavvfZanHnmmdHf3x9LliyJNWvWxLx582LHjh1jPuacOXPiq1/9avzwhz8c8bETTzwx9ttvv8F/H3vssbFmzZr43ve+N+R+d955Z5x//vmD/961a1crXx4A+9CqAGg3jQqAidCpAKpDpwKg3XQqgGyZcAcAAGRGGAJgog488MC46aab4sILL4zLLrts8PajjjoqTjrppDjmmGPiiSeeiIiIT3/60/HCCy/Ehz/84Vi5cuWoj9nV1RU33XRTXHHFFfH+978/pk+fPuTjmzZtGvLvSy+9NH75y1/GvffeO+T2nTt3xoYNGyb4FQIAAO2mUQGQBp0KAACYKJ0KID9MuANgXM7IBEDaxCEA0vL1r3897rjjjrj77ruHDGQ64IADIiLi1VdfHbxtz549sWvXrjjllFPGHMh0+eWXx8aNG+Ob3/xmvP/97x/z+ffff//46Ec/GitWrBjxsQ984AOxYcOGeOmll+Lee++NP/mTP4mNGzeO+lhTpkwZXO+IiO7u7iF/0hm+75RR2bbr0047bcTgUaqlq6tryJ9QdLbp7CxcuDAiyvMemRdl+90DImzXE1WV71sVOhUAQxlTBUBajKUCyB8T7gBoikAEwEQJQwCk7dxzz433ve99ceKJJ4742Nq1a+Ppp5+O5cuXx0UXXRTbt2+PJUuWxOzZs2P27NmjPubJJ58cF1xwQZxwwglNrcPv/d7vxfTp0+Nb3/rWkNvvvPPO+N73vhfPPPNMzJ07N6666qr4p3/6p1iwYEHs2rWr4WMtXbo0rrzyyhG39/X1NbUupMv3nTKyXVM2xx9/fNarAKmyTXdef39/1qtQan73oIxs14ymKp0KgJGMqQJgIoynAsgvE+4AaJpABEBSohAA7XLYYYfFtddeG2eccUbs3LlzxMd3794dZ511VqxcuTK2bNkSu3fvjjVr1sQPfvCDUR9z6tSp8Z3vfCcuvPDCePHFF5tajwsuuCDuvPPOWL9+/ZDbb7nllsG/P/7449Hb2xvPPPNM/O7v/m7ceuutDR9r+fLlQ85A3t3dHX19ffGOd7wjtm7d2tT6MHG+75RRmbdrV7qrpq6urjj++OPj0UcfjT179mS9OjBhtunOGLiaHe1X5t89qC7b9cQMfP/KqkqdCoDGjKkCICljqgDyz4Q7AAAgVYIQAJ2wYMGCOOSQQ+LBBx8cvG3y5Mlx6qmnxsUXXxwHHHBAPPTQQzF//vyYNm1aTJkyJTZt2hT333//qP/pfcQRR8TcuXPj9ttvH7ytq6srIiJee+21OProo2PdunWDH5szZ06cfvrp8aEPfWjc9X3++efjmWeeiaOOOmrU++zatavhWcW3bt1qMF8GfN8pozJu1yamVNuePXtsA5SKbTp9OlW2yvi7B9iuaaRKnQoAAGidVgVQLCbcAZCIMzIBMBpRCIBOuvvuu+PYY48dctv1118fa9eujS9/+ctDBir39/dHRMSRRx4ZtVotPv/5zzd8zLVr1454zC984QvR3d0dl1xySTz33HNDPnb++efHCy+8EHfccce463vwwQfHO9/5zhFnGAdgYrQqABrRqQDoJJ0KgAidCoDRaVUAxWTCHQCJCUQA7EsUAiAL27Zti8cff3zIbdu3b48XX3xx8Pazzz47Nm7cGM8++2wcd9xxce2118Ztt90Wq1evHvycG264Ifr6+mLZsmWxc+fOEY/50ksvRUSMuH3SpElx/vnnxw033BCvv/76kI8deOCBceWVV8b3v//9WL9+fbzrXe+KL33pS7Fp06a49dZb0/oWAPAGrQqAAToVAFnQqQAYoFMBMECnAig+E+4AaIlABFBtohAARTB79uxYsWJFHHLIIbF+/fq48cYb46qrrhpynzlz5gw5y3izTj/99Dj88MPjm9/85oiPvf7663HcccfFxz72sZg+fXqsX78+7rnnnjj33HNj27ZtLX89AIxOqwKoNq0KgLzTqQCqQ6cCqDadCqA8JkVEPeuVyIvu7u7o7++PadOmxdatW7NeHYDcE4cAqkcUAigOnaP4/Ayz4ftOGVVlu9aqqqOrqyvmz58fDz/8cEsDkiFvbNOt0anyqyq/e1AttuuJ8f0rPj9DgGR0KoBq0akAiiNJ4+jq0DoBUEIOEgCqo1ar2e8DAAC55pgFoBp0KgAAIO8cswBUg04FUG6Ts14BAIqtVqs5KxNASQlCAABA0WhVAOWkUwEAAEWjUwGUl1YFUA2ucAfAhDl4ACgXZ18CAACKzPEMQHnoVAAAQJE5ngEoF60KoFpc4Q4AABCDAAAAAMgFnQoAAACAvNCqAKrLFe4ASIWDCoBicuYlAACgjBznABSPTgUAAJSR4xyAYtKqAHCFOwBSU6vVore3N+vVAKAJghAAAFB2WhVAMehUAABA2elUAMWgUwGwLxPuAEiVQASQX6IQAABQNVoVQH5pVQAAQJXoVAD5pVMB0IgJdwAAUHKiEAAAAAB5oFMBAAAAkAc6FQDj6cp6BQAoHwciAPlQq9XskwEAgMpzXASQPZ0KAABApwLIA50KgGa5wh0AbVGr1aK3tzfr1QCoHEEIAABgJK0KIBtaFQAAwFA6FUA2dCoAknKFOwDaxgEKQOc4+xIAAMDYHDMBdI5WBQAAMDrHSwCdo1MB0CpXuAMAgIISgwAAAADIC60KAAAAgDzQqQBIgyvcAdBWDlwA0ufMSwAAAK1xLAWQPq0KAAAgOcdRAOnTqQBIkyvcAdB2tVotent7s14NgMIThAAAACZOqwKYOJ0KAABg4nQqgHRoVQC0gwl3AHSEQATQGkEIAAAgfVoVQGu0KgAAgHTpVACt06oAaCcT7gAAIIcEIQAAAADyQKcCAAAAIC+0KgA6pSvrFQCgOhzoAIyvVqvZXwIAAHSAYy+AselUAAAAneHYC2B8WhUAneYKdwB0VK1Wi97e3qxXAyBXxCAAAIBsaFUAI2lVAAAAnadTAYykUwGQJRPuAOg4gQhgL1EIAAAAgLzQqgAAAADIA50KgDww4Q4AADpIEAIAAMgXJ4cCqkyrAgAAyA+dCqgynQqAvDHhDoBMCERA1YhCAAAA+aVVAVWiUwEAAOSXTgVUiU4FQJ6ZcAdAZgQioOxEIQAAAADyQKcCAAAAIA90KgCKwoQ7ADJl0h1QRsIQAABA8ehUQJnoUwAAAMWlUwFlo1UBUEQm3AGQOZEIKANhCAAAoPh0KqDoNCoAAIBy0KmAMtCqACgyE+4AAGAChCEAAAAAsqZRAQAAAJAHOhUAZWHCHQC54KxMQJEIQwAAAOWlUwFFolMBAACUl04FFIlOBUDZmHAHQG6IRECeiUIAAADVoVMBeaZTAQAAVIdOBeSZTgVAmXVlvQIAsC8HYEDe1Go1+yYAAIAKciwI5I1OBQAAUE2OBYG80akAqAJXuAMAgAZEIQAAAADyQKcCAAAAIA90KgCqxIQ7AHKnVqtFb29v1qsBVJAoBAAAwL50KiBLWhUAAAADdCogSzoVAFVkwh0AuSQSAZ0kCgEAADAanQroJJ0KAACA0ehUQCfpVABUXVfWKwAAo3HABrRbrVazrwEAAGBcjh2BTli4cGHWqwAAAEDO6VRAuxlPBQB7ucIdAACVIggBAAAAkAcDnaq7uzv6+/szXhsAAAAAqsyYKgAYyhXuAMg1B3FAWpx9CQAAgIlwTAmkRacCAABgIhxTAmnSqgCgMVe4AyD3arVa9Pb2Zr0aQAGJQQAAAKRJpwJapVMBAACQJp0KmAitCgDG5wp3ABSCAzwgCWdeAgAAoF0cbwJJ6FQAAAC0i+NNICmtCgCa5wp3AACUhiAEAAAAQB7oVAAAAADkgU4FAK0x4Q6AwqjVatHb25v1agA5IwoBAADQaToVMBqtCgAAgE7SqYDR6FQAMDEm3AFQKCIRMEAUAgAAIEs6FTBApwIAACBLOhUwQKcCgPR0Zb0CAJCUg0KotlqtZj8AAABALjg+hWrTqQAAAMgLx6dQbToVAKTPFe4AAMg9QQgAAACAPNCpAAAAAMgLrQoA2scV7gAoJAeKUA3OvgQAAEDeOW6FatCpAAAAyDvHrVAdWhUAtJ8r3AFQWLVaLXp7e7NeDSBlYhAAAABFo1NBOelUAAAAFI1OBeWlVQFAZ7nCHQCF5iASysOZlwAAACgyx7RQHjoVAAAAReaYFspFqwKAbLjCHQAAmRKEAAAAAMgDnQoAAACAvNCqACBbJtwBUHi1Wi16e3uzXg0gAUEIAACAMtKpoJi0KgAAAMpGp4Li0qoAIB9MuAOgFEQiKAZBCAAAgLLTqaAYdCoAAADKTqeC4tCqACB/urJeAQBIi4NOyK9areY1CgAAQGU4Bob80qkAAACoEsfAkG9aFQDklyvcAQDQFmIQAAAAAHmhVQEAAACQBzoVABSDK9wBUCoORiF7zrwEAAAAOhXkhVYFAABA1TkuhnzQqQCgWFzhDoDSqdVq0dvbm/VqQKWIQQAAADCSTgXZ0KoAAABgKJ0KsqFTAUBxmXAHQCmJRNAZohAAAACMTaeCztCpAAAAYGw6FXSGTgUA5WDCHQAAiYhCAAAAAOSBTgUAAADJmHQH7aFTAUD5mHAHQGkJRJAuYQgAAABao1NBOvQpAAAAmDitCtKhVQFAuZlwB0CpCUQwMcIQAAAApEOngtZpVAAAAJAurQpap1UBQDWYcAdA6QlEkJwwBAAAAOnTqSAZjQoAAADaR6uC5ulUAFA9JtwBABARwhAAAAAA+aBTAQAAAJAHOhUAVJcJdwBUgjMyQWOiEAAAAHSWTgWN6VQAAADQeVoVjKRTAQAREV1ZrwAAdIoDYXhTrVbzmgAAAICMOCaHN+lUAAAAkC3H5bCXTgUA7MuEOwAqxQExVScMAQAAQD44PqfqdCoAAADID8foVJlOBQA0MjnrFQAAoL0EIQAAAADyQqsCAAAAIA90KgBgLCbcAVA5tVotent7s14NaDtRCAAAAPJNp6IqdCoAAADIP62KKtCpAIBmdWW9AgCQBQfOlFmtVrONAwAAQEE4hqfMdCoAAAAoFsfxlJVOBQAk5Qp3AFSWszJRJoIQAAAAFJdORZnoVAAAAFBsWhVlolUBAK0y4Q4AoMBEIQAAAADyQKcCAAAAIC+0KgBgoky4A6DSnJGJIhKEAAAAoHx0KopIpwIAAIBy0qooIq0KAEhTV9YrAABZc6BNUdRqNdsrAAAAlJjjfopCpwIAAIDyc+xPUWhVAEA7uMIdAISzMpFvghAAAABUh05FnulUAAAAUC1aFXmlUwEA7WbCHQBADolCAAAAAOSFVgUAAABAHuhUAECnmHAHAG9wRibyQBQCAAAAdCryQKcCAAAAIrQqsqdTAQBZ6Mp6BQAgTxyck5VarWb7AwAAAAbpBGRFpwIAAACG0wrIgk4FAGTJFe4AYBhnZaJTBCEAAABgLDoVnaJTAQAAAOPRqugUrQoAyAMT7gAAOkwUAgAAACAPdCoAAAAA8kKrAgDyxIQ7AGjAGZlImyAEAAAAtEKnIm06FQAAANAqrYq0aVUAQF51Zb0CAJBXDuZJQ61Wsy0BAAAAE6ItkAadCgAAAEiDvkAatCoAIO8mNOHu0ksvjXq9HldfffXgbTNnzozrr78++vr6Yvv27XHnnXfGkUce2fRjnnvuuVGv1+PWW28dcvsVV1wR9Xp9yLJ+/foRn3/FFVdEX19f7NixI+65556YN29e618gAJXnoJ5WiUIAAABAmnQGWqVTAQAAAGnTGmjFQKey/QAARTC51U+s1WrxyU9+Mh599NEht992223x2muvxZlnnhn9/f2xZMmSWLNmTcybNy927Ngx5mPOmTMnvvrVr8YPf/jDhh9/7LHH4vTTTx/89+uvvz7k45/97GdjyZIl8fGPfzyefPLJuOyyy2L16tVx9NFHx7Zt21r8SgEAmiMGAQAAAJAXWhUAAAAAeaBTAQBF1NIV7g488MC46aab4sILL4wtW7YM3n7UUUfFSSedFJ/61Keit7c3nnzyyfj0pz8dU6dOjQ9/+MNjr0hXV9x0001xxRVXxLp16xreZ/fu3bFhw4bBZdOmTUM+/pnPfCa++MUvxq233hqPP/54nHfeefHWt741PvKRjzR8vClTpkR3d/eQBQCGc8DPeJx5CQAAAOgE/YHxOEs4AAAA0Cn6A2PRqQCAomtpwt3Xv/71uOOOO+Luu+8ecvsBBxwQERGvvvrq4G179uyJXbt2xSmnnDLmY15++eWxcePG+OY3vznqfY466qjo6+uLdevWxXe/+92YO3fu4Mfmzp0bs2fPjrvuumvwtl27dsW9994bJ598csPHW7p0afT39w8ufX19Y64jANXlwJ9GRCEAAACg07QIGtGpAAAAgCzoEQynUwEAZZF4wt25554b73vf+2Lp0qUjPrZ27dp4+umnY/ny5TF9+vTYf//943Of+1zMnj07Zs+ePepjnnzyyXHBBRfEhRdeOOp9HnjggfjYxz4Wv/3bvx0XXnhhzJo1K3784x/HwQcfHBERs2bNioiIDRs2DPm8DRs2DH5suOXLl8e0adMGl3e84x3jfv0AVJcQQISzLwEAAADZ0yUYoFMBAAAAWdMmiNCpAIDymZzkzocddlhce+21ccYZZ8TOnTtHfHz37t1x1llnxcqVK2PLli2xe/fuWLNmTfzgBz8Y9TGnTp0a3/nOd+LCCy+MF198cdT7rVq1avDvjz32WPzkJz+JX/3qV3HeeefF1VdfPfixer0+5PMmTZo04rYBu3btil27do36nAAAAwQhAAAAAPJCqwIAAAAgD3QqAKCsEk24W7BgQRxyyCHx4IMPvvkAkyfHqaeeGhdffHEccMAB8dBDD8X8+fNj2rRpMWXKlNi0aVPcf//90dvb2/AxjzjiiJg7d27cfvvtg7d1de298N5rr70WRx99dKxbt27E5+3YsSN+9rOfxVFHHRUREc8//3xE7L3S3cDfIyJmzpw54qp3ANCqWq026nsa5SMIAQAAAHmlU1WPVgUAAADklVZVLToVAFAFiSbc3X333XHssccOue3666+PtWvXxpe//OXYs2fP4O39/f0REXHkkUdGrVaLz3/+8w0fc+3atSMe8wtf+EJ0d3fHJZdcEs8991zDz5syZUq85z3viR/96EcREfHUU0/F+vXrY9GiRfHII49ERMT+++8fCxcujM997nNJvkwAGJNAVH6iEAAAAFAEOlX56VQAAABAUWhV5aZTAQBVk2jC3bZt2+Lxxx8fctv27dvjxRdfHLz97LPPjo0bN8azzz4bxx13XFx77bVx2223xerVqwc/54Ybboi+vr5YtmxZ7Ny5c8RjvvTSSxERQ27/8z//87j99tvj2WefjZkzZ8Zll10W06ZNixtuuGHwPtdcc00sW7YsfvGLX8QvfvGLWLZsWezYsSNuvvnmJF8mAIxLICofUQgAAAAoIp2qfHQqAAAAoKi0qnLRqQCAKks04a4Zs2fPjhUrVsQhhxwS69evjxtvvDGuuuqqIfeZM2fOkKvhNeOwww6L7373uzFjxozYuHFj3H///fFbv/Vb8eyzzw7e5ytf+Uq85S1viW984xtx0EEHxQMPPBBnnHFGbNu2LZWvDQAoF1EIAAAAgKxpVAAAAADkhVYFALDXpIioZ70SedHd3R39/f0xbdq02Lp1a9arA0ABOCNTMQlDAEAV6BzF52eYDd93ysh2XQ1V6lRdXV0xf/78ePjhhxOf4DFPNCoG2E9TNrZpysh2PTG+f8XnZwhAUlVqVWWhVQEAVZCkcaR+hTsAqJJarSYQFYQoBAAAAJSZTlUcOhUAAABQdlpVMehUAACjM+EOACZIIMovUQgAAACoEp0q37QqAAAAoEq0qvzSqQAAxmfCHQBQKoIQAAAAAHmhVQEAAACQBzoVAEAyXVmvAACUgSCRvVqt5ucAAAAAVJ4+kg9aFQAAAIBWlQc6FQBAa1zhDgBSUqvVore3N+vVqBxBCAAAAGAonSobOhUAAADASFpVNrQqAICJcYU7AEiRUNE5zr4EAAAAMDrdpHN0KgAAAICxaSedo1UBAKTDhDsAoDAGgpAoBADAcJdeemnU6/W4+uqrB2+bOXNmXH/99dHX1xfbt2+PO++8M4488simH/Pcc8+Ner0et95665Dbr7jiiqjX60OW9evXj/j8K664Ivr6+mLHjh1xzz33xLx581r/AgGAXNGpAAAYjU4FAHSaVgUAkD4T7gAgZcJF+gQhAADGUqvV4pOf/GQ8+uijQ26/7bbboqenJ84888yYP39+PPPMM7FmzZp461vfOu5jzpkzJ7761a/GD3/4w4Yff+yxx2LWrFmDy3HHHTfk45/97GdjyZIlcfHFF8eJJ54Yzz//fKxevTqmTp3a+hcKAAnpKenTqQAAGItOBQCj01TSp1UBALSPCXcA0AZCRjpEIQAAxnPggQfGTTfdFBdeeGFs2bJl8PajjjoqTjrppPjUpz4Vvb298eSTT8anP/3pmDp1anz4wx8e8zG7urripptuiiuuuCLWrVvX8D67d++ODRs2DC6bNm0a8vHPfOYz8cUvfjFuvfXWePzxx+O8886Lt771rfGRj3xk4l80ACSgraRDpwIAYDw6FQCMT1+ZOFezAwDojMlZrwAAlFWtVove3t6sV6OQBCEAAJr19a9/Pe644464++6747LLLhu8/YADDoiIiFdffXXwtj179sSuXbvilFNOiZUrV476mJdffnls3LgxvvnNb8b73//+hvc56qijoq+vL3bu3BkPPPBALFu2LJ566qmIiJg7d27Mnj077rrrrsH779q1K+699944+eST47rrrmv4mFOmTBlc74iI7u7uIX/SGb7vlJHtmtNOOy3uvfferFcjNV1dXUP+bKeFCxdGhNcP7WU/TdnYpikj2/XEVOX7VoVOBQBpMKaqNcZTAQB0lgl3AEAuiEIAACR17rnnxvve97448cQTR3xs7dq18fTTT8fy5cvjoosuiu3bt8eSJUti9uzZMXv27FEf8+STT44LLrggTjjhhFHv88ADD8THPvaxePLJJ+OQQw6Jyy67LH784x/HMcccE5s3b45Zs2ZFRMSGDRuGfN6GDRvi8MMPH/Vxly5dGldeeeWI2/v6+kb9HNrH950ysl1TNscff3zbn6O/v7/tzwED7KcpG9s0ZWS7ZjRV6VQAQGcZTwUAkB0T7gCgjZyRaXzCEAAArTjssMPi2muvjTPOOCN27tw54uO7d++Os846K1auXBlbtmyJ3bt3x5o1a+IHP/jBqI85derU+M53vhMXXnhhvPjii6Peb9WqVYN/f+yxx+InP/lJ/OpXv4rzzjsvrr766sGP1ev1IZ83adKkEbfta/ny5bFixYrBf3d3d0dfX1+84x3viK1bt476eaTL950ysl0zoCxXuevq6orjjz8+Hn300dizZ09qjztwNTvoNPtpysY2TRnZridm4PtXVlXqVACQFmOqxmY8FQBA9ky4A4A2E4gaE4YAAJiIBQsWxCGHHBIPPvjg4G2TJ0+OU089NS6++OI44IAD4qGHHor58+fHtGnTYsqUKbFp06a4//77R/39/Igjjoi5c+fG7bffPnhbV1dXRES89tprcfTRR8e6detGfN6OHTviZz/7WRx11FEREfH8889HRMSsWbMG/x4RMXPmzBFnE9/Xrl27YteuXSNu37p1q8F8GfB9p4xs17zvfe8rVafas2dPKhPudCrywn6asrFNU0a2axqpUqcCgDQZUzWSTgUAkB8m3AFABwhEe4lCAACk5e67745jjz12yG3XX399rF27Nr785S8PGXzf398fERFHHnlk1Gq1+PznP9/wMdeuXTviMb/whS9Ed3d3XHLJJfHcc881/LwpU6bEe97znvjRj34UERFPPfVUrF+/PhYtWhSPPPJIRETsv//+sXDhwvjc5z7X0tcLAGnRqd6kVQEAkAadCgBap1XtpVMBAOSPCXcAQNuJQgAApG3btm3x+OOPD7lt+/bt8eKLLw7efvbZZ8fGjRvj2WefjeOOOy6uvfbauO2222L16tWDn3PDDTdEX19fLFu2LHbu3DniMV966aWIiCG3//mf/3ncfvvt8eyzz8bMmTPjsssui2nTpsUNN9wweJ9rrrkmli1bFr/4xS/iF7/4RSxbtix27NgRN998c9rfCgAgAZ0KAIC06VQAQCt0KgCAfDPhDgA6pIpnZBKGAADI0uzZs2PFihVxyCGHxPr16+PGG2+Mq666ash95syZM+Qs48047LDD4rvf/W7MmDEjNm7cGPfff3/81m/9Vjz77LOD9/nKV74Sb3nLW+Ib3/hGHHTQQfHAAw/EGWecEdu2bUvlawOAidCpAACgs3QqABhd1VqVTgUAUAyTIqKe9UrkRXd3d/T398e0adNi69atWa8OACVV9kAkCgEA5IPOUXx+htnwfaeMbNeMpqidqqurK+bPnx8PP/zwmAOSdSqKwn6asrFNU0a264nx/Ss+P0MAOqGorapZWhUAQPaSNI6uDq0TAPCGssaTWq1W2q8NAAAAoIzK2nJ0KgAAAIDiKWvP0aoAAIppctYrAAAUlxgEAAAAQB7oVAAAAADkhVYFAFB8rnAHABkoelRx5iUAAACAcih649GpAAAAAMqj6J1HqwIAKA8T7gAgI0WMK6IQAAAAQPkUtfcsXLgw61UAAAAAIGVFa1UD46mKtt4AAIxtctYrAABVVqvVore3N+vVGJMYBAAAAFB+RehUEXvXs7u7O/r7+7NeFQAAAADapAitypgqAIByM+EOAGhIFAIAAAColrwOZNKpAAAAAMgDnQoAoDq6sl4BAKi6vIWYWq2Wu3UCAAAAoDPy1IV0KgAAAIDqylMX0qkAAKrHFe4AIAeyPnu4IAQAAADAgCxblU4FAAAAwABjqgAAyIor3AFATmQRaJx9CQAAAIBGOt2MdCoAAAAAGjGmCgCALLjCHQBUjBgEAAAAQB7oVAAAAADkhVYFAMC+TLgDgByp1WrR29vbtscGAAAAgGa1o1VpVAAAAAAk1a4xVVoVAACjMeEOAHImzUAkCgEAAAAwEWm0Ko0KAAAAgIlKa0yVVgUAQDNMuAOAHJpIIBKFAAAAAEhTK61KowIAAAAgbTo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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 28 + }, + { + "cell_type": "markdown", + "id": "1c9982c82346631f", + "metadata": {}, + "source": [ + "### Tile 18, 8 - Pender Harbour\n" + ] + }, + { + "cell_type": "code", + "id": "6d11b1ae34943628", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:20.551113932Z", + "start_time": "2026-02-05T20:45:19.730109506Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 29 + }, + { + "cell_type": "markdown", + "id": "6491cb3c3105647f", + "metadata": {}, + "source": [ + "### Tile 18, 9\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "45e6314917a45675", + "metadata": {}, + "source": [ + "### Tile 18, 10\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "6dc9d1c7df688a68", + "metadata": {}, + "source": [ + "### Tile 18, 11\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "190a0a65dcfc7c5f", + "metadata": {}, + "source": [ + "### Tile 18, 12\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "e7061c6e8054d115", + "metadata": {}, + "source": [ + "## Row 19 - Fanny Bay to Jervis Inlet" + ] + }, + { + "cell_type": "code", + "id": "bb08da061c458ad5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:20.655400439Z", + "start_time": "2026-02-05T20:45:20.599349009Z" + } + }, + "source": [ + "y_min_max = numpy.array([595, 630])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 30 + }, + { + "cell_type": "markdown", + "id": "446a9b2adf107e50", + "metadata": {}, + "source": [ + "### Tile 19, 0\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "54f9431f279b80e1", + "metadata": {}, + "source": [ + "### Tile 19, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "f36f9776ce80c1f1", + "metadata": {}, + "source": [ + "### Tile 19, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "75dae76d19aafa58", + "metadata": {}, + "source": [ + "### Tile 19, 3 - Fanny Bay\n" + ] + }, + { + "cell_type": "code", + "id": "77c73125100746d4", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:21.122089295Z", + "start_time": "2026-02-05T20:45:20.661272883Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 31 + }, + { + "cell_type": "markdown", + "id": "717807bd3d4586a7", + "metadata": {}, + "source": "### Tile 19, 4 - South Denman Island & Hornby Island\n" + }, + { + "cell_type": "code", + "id": "edd8a9b11b124d2e", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:21.613402859Z", + "start_time": "2026-02-05T20:45:21.145259450Z" + } + }, + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 32 + }, + { + "cell_type": "markdown", + "id": "b0c0fccf2cc328ff", + "metadata": {}, + "source": [ + "### Tile 19, 5 - St John's Point\n" + ] + }, + { + "cell_type": "code", + "id": "4061e1e35ae79eec", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:22.181444764Z", + "start_time": "2026-02-05T20:45:21.638674798Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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ckz333DNHHXVUNm3alCRZvHhxq23eOrs+Sc4+++wsX748hx12WP7whz8Ul2/YsCFLly7dof3o2rVrunXrVvy9Z8+erf6lbejXjqUjHc/Zs2e3dxPaVV1dXat/qW6VfjznzZuXESNGtHczqkJH+jtLeY6nc4VaJ1EP1BTJeWg/kvUAQCWYPHlypk+fnlmzZrVK1G9Oeq9fv764rKWlJc3NzTn66KO3magfNWpU5s6dm8mTJ2f06NFZvnx5br311lxzzTVpaWnZ6mt23333JMnLL7/cavmxxx6bpUuXZuXKlZk9e3a+9a1vZfny5VutY+zYsbnyyiu3WP7Wmfy0Hf3asTieHcfgwYPbuwm0oUo+nqtWrWrvJlQVf2c7FscTSkeiHqgJEvQAAMBpp52WYcOG5fDDD99i3cKFC/Pcc89l/PjxOe+887J27dpccsklqa+vT319/TbrPOCAA3Lcccdl2rRpOemkkzJw4MBMnjw5nTt3zlVXXbXV11x33XX5wx/+kAULFhSXzZgxI7/+9a+zaNGi9O/fP1dddVV+//vf57DDDktzc/MWdYwfPz7XXXdd8feePXumsbExe++9d1avXr0z3cJ26NeOpRqPZ63PnN+Wurq6DB48OPPnz9/mRVFUj2o5nmbVv7Nq/DvLtpXjeG5+D6hVEvVAhyU5D5XHrHoAoL3ss88+mThxYkaOHJkNGzZssX7Tpk055ZRTctNNN+WVV17Jpk2bct999+Xuu+/ebr11dXVZtmxZxowZk5aWlsybNy977bVX/v7v/36rifof/vCH+chHPpKjjz661fLbbrut+POCBQvS0NCQRYsW5dOf/nRuv/32Leppbm7eagJ/9erVAuMloF87lmo4nptjGpWctKwELS0t+qgDqfTjef/994tp7KBq+DvLjnM8oXQk6oEOR4IeKptkPQDQHg477LD07ds3jzzySHFZ586dc8wxx+TCCy9Mt27dMm/evAwdOjS9evVK165ds2LFijz44IPbHWM0NTVl48aNrRILTz31VOrr69OlS5ds3LixuHzSpEkZNWpUjjnmmHecObRkyZIsWrQoAwcOfA97DVQbMQ2obGIaALQliXqgwzCYBQAAtmXWrFk55JBDWi2bMmVKFi5cuMXz5Dc/h3bAgAEZPnx4vv3tb2+z3jlz5uSMM85Ip06dUigUkiSDBg3Kiy++2CpJf8MNN+Tkk0/Osccem+eee+4d27vnnntm3333TVNT087sJlClxDQAAGqPRD1Q1QxkoTq5Ah0AKLc1a9a0eiZ8kqxduzYvvfRScfmpp56a5cuXZ/HixTn00EMzceLE3HHHHZk5c2bxNVOnTk1jY2PGjRuXJPnxj3+cr371q5k4cWJuuOGGDBw4MOPGjcukSZOKr5k8eXLOOOOMjB49OqtXr07fvn2TJK+++mrWr1+fHj165Morr8y//uu/pqmpKR/60Ifyve99LytWrNjqbe+BjkFMA6qTmAYAbUWiHqg6BrLQMRjYAgCVpr6+Ptddd1369u2bpqam3HzzzVs8Z36//fZrNfv+hRdeyMiRIzNhwoQ89thjaWxszMSJE3PNNdcUt7nggguSJLNnz25V1xe/+MVMnTo1r7/+eg499ND87d/+bXr37p2mpqbcf//9Oe2007JmzZoS7jFQbmIa0DGIaQDQFiTqgapgIAsAALS1T3ziE61+v+GGG3LDDTfs1GuS5MEHH8yRRx65zdd06tRpu3WuX78+n/rUp7a7DVC9xDQAANgaiXqgYhnIQsfnCnQAAKAjEtOAjk9MA4D3SqIeqCgGslB7DGwBAICOQlwDaouYBgDvhUQ9UBEMZAEAAIBqJa4BAMDOkqgH2o1BLLCZK9ABAIBqJLYBiGkA8G5J1ANlZxALAAAAVCtxDQAA2oJEPVA2BrLA9rgCHQAAqFRiGsD2iGkA8G5I1AMlZSAL7AwDWwAAoJKIawA7SkwDgJ1V194NADqmhoYGg1ngXfG3AwAAaG/iGsC74e8GADvDjHqgzfgiCrQVV6EDAADtQWwDeK/ENADYURL1wHtmEAsAAABUK3ENAADag0Q98K4ZyAKl5Ap0AACgVMQ0gFIS0wBgR3hGPbBTNj+jzYAWKAd/awAAgLY2e/bs9m4CUAPENAB4J2bUAzvEF0ugvbgKHQAAeK8aGhpSV2fOElBeYhoAbI9EPbBNkvNApTCwBQAA3g2xDaC9iWkAsC0S9cAWDGIBAACAaiWuAQBANZCoB4oMZIFK5gp0AABgW8Q0gEompgHA1kjUQ40zkAWqiYEtAADwVuIaQLUQ0wDg7erauwFA+2hoaDCYBaqSv10AAIC4BlCN/N0C4K3MqIca4osg0FG4Ch0AAGqT2AZQ7cQ0ANhMoh5qgEEsAAAAUK3ENQAA6Igk6qEDM5AFOjJXoAMAQMclpgF0ZGIaACQS9dDhGMgCtcTAFgAAOhZxDaBWiGkAUNfeDQDaRkNDg8EsUJP87QMAgOonrgHUIn/3AGqbGfVQxXyRA3iDq9ABAKA6iW0AtU5MA6B2SdRDFTKIBQAAAKqVuAYAAEjUQ1UxkAXYNlegAwBA5RLTANg2MQ2A2iRRDxXOQBZgxxnYAgBAZRHXANgxYhoAtaeuvRsAbF1DQ4PBLMC74G8nAAC0P3ENgJ3n7yZAbTGjHiqIL2IAAABANRPbAHhvzKwHqB0S9VABDGIB2pZBLQAAlI+4BgAA7DyJemhHBrIApSNZDwAApSOmAVA6YhoAtUGiHsrMQBagfAxsAQCgbYlrAABA25CohzIxkAUAAACqlbgGQHmZfADQ8UnUQwkZxAK0PwNbAAB498Q2AACgNCTqoQQMYgEqi2Q9AADsOHENgMogngHQsUnUQxsykAUAAACqkZgGAACUl0Q9vEcGsgDVwVXoAACwJXENgMomngHQcdW1dwOgWjU0NBjMAlQZf7cBAOAN4hoA1cPfa4COyYx62Am+EAFUP1eiAwBQy8Q2AKqTeAZAxyNRDzvAIBYAAACoVuIaAB2DZD1AxyJRD9thIAvQMRnYAgDQ0YlpAABAZZOoh7cxkAWoDZL1AAB0NGIaAB2feAZAxyFRD//DYBYAAACoNuIZALVHsh6gY6h7Ly++7LLLUigUMmHChOKyPn36ZMqUKWlsbMzatWszY8aMDBgw4B3r2n333fPDH/4wL774Yl577bU8+eSTOfHEE1ttc/755+e///u/89prr6WhoSFHH330FvVcccUVaWxszLp163L//ffnoIMOei+7SAfX0NBQLADUHn//AQCoVuIZALXNZwBA9XvXifrhw4dnzJgxmT9/fqvld9xxRw444ICMHj06Q4cOzaJFi3Lfffele/fu26yrS5cumTlzZj70oQ/l1FNPzYEHHphzzz03jY2NxW0+97nP5frrr8/VV1+doUOH5g9/+ENmzJiRfffdt7jNN7/5zVxyySW58MILc/jhh2fJkiWZOXNmdtttt3e7m3RQBrMAbObzAACAaiKmAcBmPg8Aqtu7StT36NEj06ZNy7nnnptXXnmluHzgwIE58sgjc/7556ehoSFPP/10Lrjgguy22245/fTTt1nfOeeckz333DOf+cxn8sADD2Tx4sWZM2dOHnvsseI2l1xySW666abcdNNNWbhwYS6++OI8//zzOf/884vbXHTRRbn66qtz++23Z8GCBTnrrLPSvXv3nHHGGe9mN+mADGYBAACAaiSmAQAAHcu7StRPnjw506dPz6xZs1ot79atW5Jk/fr1xWUtLS1pbm7e6m3qNxs1alTmzp2byZMnZ8mSJXn88cczduzY1NW90bwuXbrksMMOy7333tvqdffee2+OOuqoJEn//v1TX1/fapvm5ubMnj27uM3bde3aNT179mxV6Hjc3h6Ad+IzAgCASiSmAcA78RkBUL12OlF/2mmnZdiwYRk7duwW6xYuXJjnnnsu48ePT+/evdOlS5dceumlqa+vT319/TbrPOCAA3Lqqadml112yUknnZR/+Id/yDe+8Y1861vfSpJ84AMfSOfOnbN06dJWr1u6dGn69euXJMV/t7fN240dOzarVq0qlrfeap/qZyALwM7wmQEAQCWQnAdgZ/nMAKhOO5Wo32effTJx4sR84QtfyIYNG7ZYv2nTppxyyikZNGhQXnnllaxbty7HHnts7r777rz++uvbbkRdXZYtW5YxY8Zk3rx5+ed//udcffXVrW5rnySFQqHV7506ddpi2Y5ss9n48ePTq1evYtl77723u/9UPoNZAN4Lnx8AALQX8QwA3gufIQDVp/PObHzYYYelb9++eeSRR96soHPnHHPMMbnwwgvTrVu3zJs3L0OHDk2vXr3StWvXrFixIg8++OB2PySampqycePGtLS0FJc99dRTqa+vT5cuXbJixYps2rRpi5nxffr0Kc6gX7JkSZI3ZtZv/vnt27xdc3Nzmpubd6YLqFC+hADQVhoaGjJ8+PD2bgYAADVCTAOAtiKmAVBddmpG/axZs3LIIYdkyJAhxfLwww9n2rRpGTJkSKtE+6pVq7JixYoMGDAgw4cPz5133rnNeufMmZMBAwakU6dOxWWDBg3Kiy++mI0bN2bjxo155JFHcsIJJ7R63QknnJAHHnggSfLss8+mqamp1TZdunTJiBEjitvQ8bjaHAAAAKhGYhoAAFDbdmpG/Zo1a7JgwYJWy9auXZuXXnqpuPzUU0/N8uXLs3jx4hx66KGZOHFi7rjjjsycObP4mqlTp6axsTHjxo1Lkvz4xz/OV7/61UycODE33HBDBg4cmHHjxmXSpEnF11x33XW55ZZb0tDQkLlz52bMmDHZb7/98pOf/KS4zfXXX59x48blmWeeyTPPPJNx48Zl3bp1ufXWW3e+Z6hYBrEAlJor0AEAKAUxDQBKTUwDoHrsVKJ+R9TX1+e6665L375909TUlJtvvjlXXXVVq23222+/VrPvX3jhhYwcOTITJkzIY489lsbGxkycODHXXHNNcZvbbrst73//+/Od73wn9fX1eeKJJ3LSSSdl8eLFxW1+8IMfZNddd82PfvSj7LHHHnnooYcycuTIrFmzpq13k3ZgMAtAORnYAgDQFsQzACg3MQ2A6tApSaG9G1EpevbsmVWrVqVXr15ZvXp1ezeHGMwC0P4MbKkGvscC4LOgNN5Lv4ppVJ66uroMHTo0jz76aKtJRFQfx7JjcTxLp9wxDd9HOpZyHE/nDLVup55RD+XiOW0AVAqfRwDQMV122WUpFAqZMGFCcVmfPn0yZcqUNDY2Zu3atZkxY0YGDBjwjnXtvvvu+eEPf5gXX3wxr732Wp588smceOKJrbY5//zz89///d957bXX0tDQkKOPPnqLeq644oo0NjZm3bp1uf/++3PQQQe99x2l7MQ0AKgUPo8AKptEPRXFYBYAAIBSGz58eMaMGZP58+e3Wn7HHXfkgAMOyOjRozN06NAsWrQo9913X7p3777Nurp06ZKZM2fmQx/6UE499dQceOCBOffcc9PY2Fjc5nOf+1yuv/76XH311Rk6dGj+8Ic/ZMaMGdl3332L23zzm9/MJZdckgsvvDCHH354lixZkpkzZ2a33XZr+w6gJMQ0AACAnSFRT7vbPJA1mAWgUvmMAoCOo0ePHpk2bVrOPffcvPLKK8XlAwcOzJFHHpnzzz8/DQ0Nefrpp3PBBRdkt912y+mnn77N+s4555zsueee+cxnPpMHHnggixcvzpw5c/LYY48Vt7nkkkty00035aabbsrChQtz8cUX5/nnn8/5559f3Oaiiy7K1Vdfndtvvz0LFizIWWedle7du+eMM84oTUfQJsQ0AKh0PqMAKlfn9m4AtcsXBACqSUNDg+fVA0AHMHny5EyfPj2zZs3K5ZdfXlzerVu3JMn69euLy1paWtLc3Jyjjz46N91001brGzVqVObOnZvJkydn9OjRWb58eW699dZcc801aWlpSZcuXXLYYYfl+9//fqvX3XvvvTnqqKOSJP379099fX3uvffe4vrm5ubMnj07Rx11VG688cYt3rdr167FNidvPN/zrf/SNrbWr7Nnz26v5vAe1dXVtfqX6uVYdiyOZ+nNmzcvI0aMKPn7+D7SsZTjeDpXqHUS9ZSV5DwA1UyyHgCq22mnnZZhw4bl8MMP32LdwoUL89xzz2X8+PE577zzsnbt2lxyySWpr69PfX39Nus84IADctxxx2XatGk56aSTMnDgwEyePDmdO3fOVVddlQ984APp3Llzli5d2up1S5cuTb9+/ZKk+O/Wttl///23+r5jx47NlVdeucXyt95yn7ajXzuWwYMHt3cTaCOOZcfieJbWqlWryvZePjc7FscTSkeinrKQoAego5CsB4DqtM8++2TixIkZOXJkNmzYsMX6TZs25ZRTTslNN92UV155JZs2bcp9992Xu+++e7v11tXVZdmyZRkzZkxaWloyb9687LXXXvn7v//7XHXVVcXtCoVCq9d16tRpi2U7ss1m48ePz3XXXVf8vWfPnmlsbMzee++d1atXb7fN7LjN/Tp//vy0tLS0d3N4j+rq6jJ48GDHswNwLDsWx7O8Sjmz3veRjqUcx3Pze0CtkqinpCToAQAAqASHHXZY+vbtm0ceeaS4rHPnzjnmmGNy4YUXplu3bpk3b16GDh2aXr16pWvXrlmxYkUefPDB7Y5tm5qasnHjxlaJhaeeeir19fXp0qVLVqxYkU2bNhVnzW/Wp0+f4gz6JUuWJHljZv3mn9++zds1Nzenubl5i+WrV68WGG8jDQ0Nxdswt7S0SB51II5nx+FYdiyOZ3mU43uC7yMdi+MJpeOhL7S5hoaGYgGAjshnHABUn1mzZuWQQw7JkCFDiuXhhx/OtGnTMmTIkFaJgVWrVmXFihUZMGBAhg8fnjvvvHOb9c6ZMycDBgxIp06dissGDRqUF198MRs3bszGjRvzyCOP5IQTTmj1uhNOOCEPPPBAkuTZZ59NU1NTq226dOmSESNGFLehPMQ0AOjofMYBVA4z6mkzPuABqCVugQ8A1WXNmjVZsGBBq2Vr167NSy+9VFx+6qmnZvny5Vm8eHEOPfTQTJw4MXfccUdmzpxZfM3UqVPT2NiYcePGJUl+/OMf56tf/WomTpyYG264IQMHDsy4ceMyadKk4muuu+663HLLLWloaMjcuXMzZsyY7LfffvnJT35S3Ob666/PuHHj8swzz+SZZ57JuHHjsm7dutx6662l7BYingFA7RHTAKgMEvW8JwazANQyA1sA6Fjq6+tz3XXXpW/fvmlqasrNN9/c6jnzSbLffvu1mn3/wgsvZOTIkZkwYUIee+yxNDY2ZuLEibnmmmuK29x22215//vfn+985zupr6/PE088kZNOOimLFy8ubvODH/wgu+66a370ox9ljz32yEMPPZSRI0dmzZo1pd/xGiWmAUAtE9MAaH+dkhTauxGVomfPnlm1alV69erleRvvwGAWAN5kYEt78z0WAJ8FO25nYhp1dXUZOnRoHn30Uc9N7gAcz47DsexYHM/21ZYxDd9HOpZyHE/nDLXOjHp2igQ9AAAAUI3ENAAAgEoiUc87MpAFgO1zuzgAgMokpgEA2yemAdB+JOrZJoNZANhxBrYAAJVBPAMAdo6YBkD7kKinFYNZAAAAoBqJaQAAANWkrr0bQGVoaGgwoAWA98hnKQBA+YlpAMB757MUoPzMqK9xPnwBoG25XRwAQHmIaQAAANVMor4GGcgCAAAA1UhMAwBKx+QDgPKSqK8hBrMAUB4GtgAAbUc8AwDKR0wDoHwk6js4g1kAaB8GtgAA742YBgAA0JFJ1HdQBrMAAABANRLTAID2ZfIBQHnUtXcDaFsNDQ0GtABQIXwmAwDsODENAKgcPpMBSs+M+g7AByYAAABQjcQ0AACAWiVRX8UMZgGg8rldHABAa+IZAFAdxDQASkuivsoYzAJA9TGwBQAQ0wCAaiSmAVA6nlFfJTynDQCqm89xAKBWiWkAQHXzOQ5QGhL1Fc5gFgA6Dp/pAEAtEdMAgI7DZzpA23Pr+wrkAw8AAACoRmIaAAAAO0aivkIYyAJAbfBsNwCgoxHTAIDaIKYB0LYk6tuRgSwA1CYDWwCg2olpAEBtEtMAaDsS9WVmIAsAJAa2AED1EdMAABIxDYC2IlFfBgayAMDWGNgCANVAXAMAeDsxDYD3TqK+hAxkAQAAgGolrgEAAFA6EvVtzCAWANgZrkAHACqN2AYAsCPENADeG4n6NmIQCwC8Wwa2AEB7E9cAAN4NMQ2Ad0+i/j0ykAUA2oKBLQBQbmIaAEBbENMAeHck6t8FA1kAoBQMbAGAchDXAADaWkNDQz7xiU+0dzMAqopE/U4wkAUAAACqlbgGAABA5ZCofwcGsQBAOZlVDwC0NbENAKAcZs+e3d5NAKgqEvXbYBALALQXyXoA4L0S1wAAAKhsde3dgErkqi8AoL0JrgMA78bs2bN9jwAA2pUcC8COkagHAKhQguwAAABANRLTAHhnEvUAAAAAAAAAUEYS9QAAFcwV6AAAAEA1EtMA2D6J+q0YMWJEezcBAKDIwBYA2FFiGgBAJRHTANg2iXoAgCpgYAsA7Kjhw4e3dxMAAIrENAC2TqJ+GwxqAQAAgGolrgEAVBLJeoAtSdRvh0EtAFBJDGoBAAAAADoGifp3IFkPAFQSyXoAYEeJaQAAlURMA6A1iXoAAACADkqyHgCoJJL1AG+SqN8BBrUAQCUxqAUAAAAAqG4S9TtIsh4AqCSS9QDAjhLTAAAqiZgGwBsk6neCgS0AAABQjcQ0AAAAKotEPQBAlXIFOgAAAFCNxDQAJOp3mivQAYBKYmALAOwoMQ0AoJKIaQC17j0l6i+77LIUCoVMmDChuKxPnz6ZMmVKGhsbs3bt2syYMSMDBgzYbj1nnXVWCoXCFqVbt27FbZ599tmtbvPDH/6wuM2UKVO2WD937tz3sotbZWALAFQSA1sAYEeJaQAAAFSGd52oHz58eMaMGZP58+e3Wn7HHXfkgAMOyOjRozN06NAsWrQo9913X7p3777d+l599dX069evVdmwYUNx/eGHH95q3fHHH58k+fWvf92qnhkzZrTa7qSTTnq3u7hdBrYAAABANRLTAAAqhckHQC17V4n6Hj16ZNq0aTn33HPzyiuvFJcPHDgwRx55ZM4///w0NDTk6aefzgUXXJDddtstp59++nbrLBQKWbp0aavyVitWrGi17q//+q/zn//5n5k9e3ar7TZs2NBqu7e27+26du2anj17tio7w8AWAKgUBrYAwM4Q0wAAKoWYBlCr3lWifvLkyZk+fXpmzZrVavnmW9WvX7++uKylpSXNzc05+uijt1vnbrvtlueeey7PP/98fvvb32bIkCHb3LZLly75whe+kJ///OdbrDv22GOzdOnS/PnPf86NN96YD37wg9usZ+zYsVm1alWxNDY2breNAACVzMAWAAAAAKA67HSi/rTTTsuwYcMyduzYLdYtXLgwzz33XMaPH5/evXunS5cuufTSS1NfX5/6+vpt1rlw4cJ88YtfzKhRo3L66adn/fr1mTNnzjafbf+Zz3wmvXv3zi9+8YtWy2fMmJHPf/7zOe644/KNb3wjhx9+eH7/+9+na9euW61n/Pjx6dWrV7HsvffeO94R/8MV6ABAJZGsBwB2lJgGAFApxDOAWrRTifp99tknEydOzBe+8IVWz4/fbNOmTTnllFMyaNCgvPLKK1m3bl2OPfbY3H333Xn99de3We9DDz2UadOm5bHHHst//Md/5HOf+1yefvrpfPWrX93q9l/60pcyY8aMNDU1tVp+22235e67786CBQvyu9/9LieeeGIGDRqUT3/601utp7m5OatXr25V3g0DWwAAAKAaiWkAAJVCsh6oNTuVqD/ssMPSt2/fPPLII9m4cWM2btyYY489Nl/72teycePG1NXVZd68eRk6dGh233331NfX58QTT8z73//+PPvsszv8PoVCIQ8//HAGDhy4xbr99tsvxx9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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 33 + }, + { + "cell_type": "markdown", + "id": "b68ee6f7be20730a", + "metadata": {}, + "source": [ + "### Tile 19, 6 - Middle of Texada Island\n" + ] + }, + { + "cell_type": "code", + "id": "5106b97a89ce46e2", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:22.714936203Z", + "start_time": "2026-02-05T20:45:22.238726145Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 34 + }, + { + "cell_type": "markdown", + "id": "d7e02479f376c777", + "metadata": {}, + "source": [ + "### Tile 19, 7 - Hardy Island & Nelson Island\n", + "\n", + "* Remove fake islet off Hardy Island\n" + ] + }, + { + "cell_type": "code", + "id": "1e43ff71905aebf9", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:23.509302613Z", + "start_time": "2026-02-05T20:45:22.716290165Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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KCpKXXnqp2f8OzJo1K1m8ePF2j/vggw8mb775ZtK3b99m22+44YZk48aNSf/+/d/Tz9gwDMMwDMMwDMMwWnvownRhTYcurGN2YYZhGIZhNB95AQB0aH/4wx+avZ4xY0bU1tbGMcccExERI0eOjD/84Q9RXFwc9fX1UVdXF3/7298iIuL9739/1seZO3duVFVVNb5evXp1rF69OkaMGNG47Y9//GOUlpbG17/+9cZtF110UaxevTruuuuuZvtraGiIBx54oPF1fX19vPLKK1FUVBRLlixp3L5u3boWxzn55JNj7ty5UVRUFPn5+Y3jwQcfjIiIo48+OuvzmjlzZottN954Y0REfOUrX2ncduGFF8ayZcviiSeeyHrf7/alL30p/t//+3/x05/+NGbNmtXi/Xe6oq3b1nuHHnpozJgxI5566qm4/PLLm713+umnxymnnNLsPLYn2+N/9rOfjT/+8Y/x5JNPxr333hsf//jH47777ovvfOc7MXDgwKyOBQAAAF2NDid3O5xjjjkmHn300Vi9enXjtoaGhhbfxZaf1a233tps+8KFC+OFF16I4447Lutjvtsdd9zR7PWbb74ZCxYsaDzm1nzsYx+Lbt26xe23397s+928eXPMmzcvJkyYsMt5TjjhhPjVr34Vd999d/ziF79o8f6u9FgjRoyIv/71r7Fq1ar48pe/3Oy9D33oQ3HJJZfEV7/61di8efMO82V7/AsvvDBuvfXWeOKJJ2LWrFlx7rnnxi9+8Ys499xz45BDDtnhcd7t3nvvjerq6sbXVVVVcd9998VHP/rRyMt75/92zc/Pj8svvzyWL18e1dXVUV9fH7W1tTFmzJhmf5afeeaZOPjgg+NXv/pVTJo0Kfr27dvsWD169Ijjjjsu/vSnP8XGjRub/YwfeOCB2G233eKII47Y6XMAAACA9qAL04Vtjy6sY3RhAMA7LLwDgA6upKSk2ev6+vpYu3Zt7LnnntG7d+944okn4vDDD4//9//+X0yYMCHGjRsXp512WkRE7LbbblkfZ+3atS22VVdXN9tHTU1N/OY3v4nPfOYz0a9fvxg4cGCcccYZccstt0RNTU2zz27cuLHZRSpbPl9eXt7iODU1NdGzZ8/G10OGDIlTTz016urqmo0XXnghImKnFn8VFxe32LalWPvqV78aeXl5cdBBB8VHP/rR+OUvf5n1ft/tvPPOi9/85jfxm9/8Ji699NJm761bty4aGhpizz33bPG5AQMGRERs9Xs55JBDYs6cObFixYo46aSTmn3HvXv3jl/96lfxi1/8IoqKiqJfv37Rr1+/6N69e0RE9OvXL3r16hUR//ez3dbxGxoaoqKiYrvn9/vf/z66desW48aN2+48AAAA6Kp0OLnb4ey5554tfj4RLX9mW7qTrWUpKiraareSrW0df3v7HDJkSERELFq0qMV3fNZZZ+3yDZImTZoU9957b8yZMyfOOeecFu9v+b19t+31WPvuu2/MnTs36urq4rjjjot169Y1e/93v/td3HvvvbFo0aLGHmvL79Luu+8effr0iYhd79Ga+v3vfx8RsUuL1rb1c+rRo0djxp/97Gdx9dVXx5///Oc45ZRTYvz48TFu3LhYsmRJsz+HU6ZMiW9961txxBFHxIMPPhhr166NRx55JA477LCIeOf3rVu3bvGNb3yjxc93ywV7boIFAABArtKF6cK2RxfWMbowAOAdBWkHAADem6FDh0ZRUVHj6/z8/Nhzzz1j7dq1ceyxx8bee+8dRx99dONdoSIi+vfv32Z5brzxxvjOd74TX/ziF6Nnz55RUFAQv/71r1v1GGVlZbFs2bL43ve+t9X3m34fO7KtOwJdf/318bnPfS4mT54cJ5xwQqxbt67F3biydd5558Utt9wSt912W/z7v/97i/c3b94cr7zyShx00EEt3jvooINi48aN8dprrzXbfsghh8QjjzwSK1eujEmTJsX69eubvT9w4MAYOnRofOtb34pvfetbLfZbUVERf/7zn+O0006LV199NTZu3LjN47/yyistSsV3y2QyEfHOHbAAAACAlnQ4LeVKh7N27doYOnRoi+3v3rblQq5hw4ZFYWFhs/f22muvKCsra3y9efPm6NGjR4t9Dhw4sNm8bR1ry7atXTy2xZb9fPKTn4yVK1duc97OmDRpUvz5z3+OefPmxSc/+cmora1tMecf//jHNnukiIjnn3++2fZ99903Hn/88chkMjFhwoQW311ExIEHHhgHHnhgnHHGGS3ee+2112LJkiVx6KGH7lKP9m7vpcfa1s+purq68e76n/3sZ+P2229v8Xs/cODAZje3qq+vj+uuuy6uu+666NevXxx//PHx4x//OB566KEYPnx4rFu3Lurq6mL69Onxq1/9aqt5Xn/99Z0+BwAAAGgPurCWdGHbPtaWbbqw3OrCAIB3WHgHAB3cOeecE4sXL258fcYZZ0S3bt3i8ccfbyxh3r1o6qtf/WqL/WyZ07Nnz6weYb8tJSUlcffdd8cFF1wQ3bt3j/vuuy9WrVq1y/vbmr/+9a9x0kknxauvvrrdJ7FtOaeduRPWFosXL4758+fHZZddFgceeGDcdNNNsXHjxp3ez+c///m45ZZb4ve//318+ctf3ua8P/3pT3HJJZfEPvvsE2+99VZERPTp0ydOP/30mDVrVtTX1zfOPfjgg+ORRx6Jt956KyZOnLjV76CkpCQmTJjQYvt3vvOdOProo+PEE09sLKTq6+vjvvvui9NPPz2+/e1vN14kNHz48DjmmGPiuuuu2+F5nnvuuVFTUxPPPvvsDucCAABAV6TDqdjmvLQ7nLlz58app54agwcPjtWrV0dERF5eXpx55pnN5j322GMR8c7CqkWLFjVuHzduXHzgAx+IH/3oR43b3njjjfjgBz/Y7POjR4+OAw44YKsXG5199tnxs5/9rPH1vvvuG0ceeWTcfvvt28z90EMPRW1tbbzvfe+Le++9dyfOeOsmTpwYf/7zn+PJJ5+MT3ziEy3u+L7Fn/70p7jxxhtj/Pjx8cwzz0TEOxfPffazn42nnnqq2V3Qhw8fHo8//njk5+fHhAkT4s0339zqPrfWY5133nlx3nnnxeTJk5tdoLQzPdrWfO5zn4uIiKeeemq787bm9NNPj0svvbTxd7ZPnz5xyimnxBNPPNF48VKSJC3+LJ900kmxzz77xCuvvLLV/b799tsxc+bM2HvvveP666+P/fbbL/75z3/G3Llz49BDD41ly5Zt9cIvAAAAyFW6sIptztOF6cI6ShcGALzDwjsA6OBOP/30qKurizlz5sS//uu/xtVXXx1LliyJGTNmRN++faO8vDx+/etfxw9+8IOora2Nc845Jw4++OAW+/nHP/4RERGXXXZZPPjgg1FfX7/LF3Rcf/31jUXDF77whfd2gltxxRVXxMSJE2PBggVxww03xEsvvRQ9e/aM/fbbL0466aT493//9ygsLIyqqqp44403YvLkyfHoo49GeXl5lJWVZX3Xo+uvvz5mzJgRDQ0N8T//8z87nfNTn/pU/Pa3v40lS5bEb37zmxg/fnyz95977rnG0uanP/1pnHvuuXH//ffHFVdcEdXV1fGd73wnevbsGVdddVXjZ8aMGROPPPJIRER873vfi9GjRzfb56uvvhplZWVRXV0d8+bNa5HpvPPOi/r6+hbvXXnllbFw4cL461//GlOnTo2ePXvGD3/4wygrK4trr722cd63vvWt+MAHPhCPPvpovPXWWzF48OD40pe+FB/72Mfiyiuv3O6dpwAAAKAr0+Hkbofzox/9KE499dR47LHH4oc//GFs3Lgxvv71r0fv3r2bzXv55ZfjN7/5TVx00UXR0NAQDz74YOy3335x9dVXx5tvvtns5kXTp0+PP/zhD/GrX/0qZs6cGSNGjIhvf/vbsWbNmq1mGDx4cPzpT3+Km2++Ofr16xc/+MEPYvPmzTFlypRt5l65cmVcccUV8V//9V8xatSomD17dqxbty6GDBkS48ePjw0bNjTrlbbn3/7t3+LPf/5zlJSUxI9//OM45JBDmr3/wgsvRGVlZURE/O53v4uvf/3rcffdd8d3vvOdWL16dVxwwQVxwAEHxPHHH9/4mUGDBsXcuXNj2LBh8aUvfSkGDx4cgwcPbnz/rbfearyIaGs91pYLkObPn9+sc8q2Rzv77LPj9NNPj/vvvz9WrlwZ/fv3j09/+tNx9tlnx7Rp02LZsmVZfTdN1dfXx5w5c+JnP/tZ5OXlxWWXXRa77757XHnllY1z/vrXv8Z5550XL774YixbtiwOO+ywuPTSS1tczDdr1qx4/vnnY9GiRbFmzZoYMWJEXHLJJfHGG2/EihUrIiLi4osvjieffDKeeOKJuPHGG+ONN96Ivn37xv777x+nnHJKHHfccTt9DgAAANAedGG6MF1Yx+/CAID/kxiGYRiG0fHGlVdemSRJkhx66KHJX/7yl2T9+vXJ22+/nfzhD39IBg0a1DjviCOOSObPn59UVVUlpaWlyU033ZQccsghSZIkyec///nGed26dUtuuummpLS0NKmvr0+SJElGjBiRRESSJEnyi1/8okWG119/PZk2bdpW87322mvJ8uXLt/retGnTksrKyhbb586dm/zjH//Y6nHuu+++Ztv23HPP5Oc//3ny6quvJtXV1UlZWVmycOHC5Oqrr0569erVOO/YY49Nnn322WTTpk1JkiSNebd8f3vuuec2v+Nu3bolmzZtSh544IFd+hlNmzYt2Z4t3++WMWrUqOTee+9NKioqkqqqqmTOnDnJoYce2mzO5z//+e3us+nPdGe++4hIxo4dm8yZMyepqqpKKioqknvvvTcZNWpUszknn3xy8re//S0pLS1NampqkrfffjuZN29ecuaZZ6b+Z8IwDMMwDMMwDMMwcnHocHK/w4mI5MMf/nCyYMGCZNOmTUlRUVHyk5/8JPnyl7/cosPJZDLJpZdemrz44otJdXV1snr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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 35 + }, + { + "cell_type": "markdown", + "id": "b79691e04894ba33", + "metadata": {}, + "source": [ + "### Tile 19, 8 - Jervis Inlet Entrance\n" + ] + }, + { + "cell_type": "code", + "id": "43b54f78fad1095f", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:24.138503699Z", + "start_time": "2026-02-05T20:45:23.565029294Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=25);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 36 + }, + { + "cell_type": "markdown", + "id": "f2f2ec9649c11bbd", + "metadata": {}, + "source": [ + "### Tile 19, 9 - Captain Island, Jervis Inlet & Skookumchuck Narrows\n" + ] + }, + { + "cell_type": "code", + "id": "32e64e1e01d169fd", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:24.678279439Z", + "start_time": "2026-02-05T20:45:24.197954037Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 37 + }, + { + "cell_type": "markdown", + "id": "8b788d3328d2609c", + "metadata": {}, + "source": [ + "### Tile 19, 10 - Jervis Inlet\n", + "\n", + "* but mostly land\n" + ] + }, + { + "cell_type": "code", + "id": "467b8013a647f2a0", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:25.168949267Z", + "start_time": "2026-02-05T20:45:24.699299836Z" + } + }, + "source": [ + "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=100);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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cOXNc+jdu3Khdu3apc+fO57zmXy1cuNDl5wMHDigmJsa5ZnFuuukmVahQQfPmzXP5fk+dOqXo6Gh16tTpvOO5+eab9dZbb+nTTz/V9OnTixw/nxxHRESEvvrqKx08eFAPPvigy7E2bdpoxIgRevjhh3Xq1Km/je9c1x86dKjmzJmjdevWaenSpRowYICmT5+uAQMGlPq1BJL0+eefKzs72/lzZmamli1bpn/+85+y209vt/n5+WnUqFHauXOnsrOzlZ+fr9zcXDVu3Njl3/LPP/+s5s2b66233lK3bt0UEhLislbFihXVuXNnLVmyRFlZWS6/4xUrVigwMLDYV04AuDCxoQ8AgBdLTk52+Tk/P19Hjx5VtWrVVLlyZa1bt07t2rXTc889p06dOql169bOd6IHBgae8zrFvSstOzvbZY6cnBy99957uueeexQaGqpLL71Ud955p2bNmqWcnByXz2ZlZblc4BR+PjU1tcg6OTk5qlSpkvPnmjVrqkePHsrLy3Npu3btkqRSbSonJSUV6StMUDz88MOy2+1q1qyZ/vnPf+rNN98853n/atCgQXrvvff03nvv6b///a/LsWPHjqmgoEDVqlUr8rnCd9AV9720aNFCa9asUWxsrG655RaX77hy5cp66623NH36dCUmJio0NFShoaEKCAiQJIWGhjrfs1j4uy1p/YKCAqWlpZ31/BYsWKAKFSo436MIAAAAACgdru+99/q+WrVqRX4/UtHfWeF1dXGxJCYmFnvdfa5KWv9sc9asWVOStGnTpiLf8d13333eN+V369ZNn3/+udasWaN+/foVOV749/avzpbjqFevnqKiopSXl6fOnTvr2LFjLsc/+OADff7559q0aZMzx1H4d6lKlSoKDg6WdP45lj9bsGCBJJ3XZnhJv6eKFSs6Y5w8ebImTJigL774Qrfffrvatm2r1q1ba+vWrS7/DidOnKinnnpK1157rVauXKmjR4/qm2++UatWrSSd/vtWoUIFPfbYY0V+v4U3xVB4AVw8/D0dAAAAKFl4eLgSExOdP/v5+alatWo6evSobrzxRtWpU0cdO3Z03rUvSWFhYZbF88477+iZZ57R/fffr0qVKsnf31/vvvtuua5x5MgRbd++XaNHjy72+J+/j79T0h3bb7zxhu6991717NlTN998s44dO1akWuJcDRo0SLNmzdLcuXP1yCOPFDl+6tQp7d27V82aNStyrFmzZsrKytL+/ftd+lu0aKFvvvlG8fHx6tatm9LT012OX3rppQoPD9dTTz2lp556qsi8aWlp+uKLL9SrVy/t27dPWVlZJa6/d+/eIsmZv7LZbJJOVygAAAAAAEqP6/uivOX6/ujRowoPDy/S/9e+wpslatWqpYSEBJdjtWvX1pEjR5w/nzp1ShUrViwy56WXXuoyrqS1CvuKu0GjUOE8ffr0UXx8fInjSqNbt2764osvFB0drT59+ig3N7fImF9//bXEHIMk7dixw6W/Xr16+u6772Sz2dSpU6ci350kXX311br66qt15513Fjm2f/9+bd26VS1btjyvHMtflSXHUdLvKTs72/lkjP79+2vevHlF/t5feumlLgUV+fn5mjJliqZMmaLQ0FB16dJF//vf//T111+rbt26OnbsmPLy8jR//ny99dZbxcYTFxdX6nMA4JvY0AcAwIv169dPW7Zscf585513qkKFCvruu++cF7N/3Yx9+OGHi8xTOKZSpUrn9OiykiQnJ+vTTz/Vo48+qoCAAC1btkwHDx487/mK89VXX+mWW27Rvn37zlo5XnhOpalUKLRlyxatX79eI0eO1NVXX60ZM2YoKyur1PMMHDhQs2bN0oIFC4o8Lu7PlixZohEjRuiyyy7ToUOHJEnBwcHq3bu3li5dqvz8fOfY5s2b65tvvtGhQ4fUtWvXYr+D5OTkYh+d98wzz6hjx47q3r2788I+Pz9fy5YtU+/evfX00087LzDr1q2rG264QVOmTPnb8xwwYIBycnK0efPmvx0LAAAAACiK6/u0Esd5+vo+KipKPXr0UI0aNZyP3bfb7brrrrtcxn377beSTm/Ybtq0ydnfunVrNW3aVC+++KKz748//tA111zj8vlGjRqpSZMmxW7o9+3bV5MnT3b+XK9ePbVv317z5s0rMe6vv/5aubm5uvzyy/X555+X4oyL17VrV33xxRf64Ycf9K9//avI0xoKLVmyRO+8847atm2rn3/+WdLpG1T69++vn376yeUJBnXr1tV3330nPz8/derUSQcOHCh2zuJyHIMGDdKgQYPUs2dPl5sASpNjKc69994rSfrpp5/OOq44vXv31n//+1/n39ng4GDdfvvtWrdunfMGAWNMkX/Lt9xyiy677DLt3bu32HmPHz+uxYsXq06dOnrjjTf0j3/8Q7/99puioqLUsmVLbd++vdibKwBcPNjQBwDAi/Xu3Vt5eXlas2aNrrrqKk2YMEFbt27VokWLFBISotTUVL377rsaP368cnNz1a9fPzVv3rzIPL/++qskaeTIkVq5cqXy8/PP+2LgjTfecF6w3XfffWU7wWKMGTNGXbt2VUxMjKZNm6bff/9dlSpV0j/+8Q/dcssteuSRR5SQkKDMzEz98ccf6tmzp9auXavU1FQdOXLknO9Kf+ONN7Ro0SIVFBTo7bffLnWcd9xxh95//31t3bpV7733ntq2bety/JdffnFe/L722msaMGCAli9frjFjxig7O1vPPPOMKlWqpHHjxjk/07hxY33zzTeSpNGjR6tRo0Yuc+7bt09HjhxRdna2oqOji8Q0aNAg5efnFzk2duxYbdy4UV999ZUmTZqkSpUq6YUXXtCRI0f0+uuvO8c99dRTatq0qdauXatDhw6pRo0aeuCBB3TTTTdp7NixZ60MAAAAAACUjOt7772+f/HFF9WjRw99++23euGFF5SVlaX//Oc/qly5ssu4PXv26L333tOwYcNUUFCglStX6h//+IcmTJigAwcOuNwwP3/+fH344Yd66623tHjxYkVEROjpp5/W4cOHi42hRo0aWrJkiWbOnKnQ0FCNHz9ep06d0sSJE0uMOz4+XmPGjNFLL72kBg0aaNWqVTp27Jhq1qyptm3b6sSJEy45h7P5v//7P33xxRdKTk7W//73vyLvl9+1a5cyMjIknX48/n/+8x99+umneuaZZ5SSkqJHH31UTZo0UZcuXZyfqV69uqKiolSrVi098MADqlGjhmrUqOE8fujQIedGfXE5jsJN/vXr17vkI841x9K3b1/17t1by5cvV3x8vMLCwvTvf/9bffv21ezZs7V9+/Zz+m7+LD8/X2vWrNHkyZNlt9s1cuRIValSRWPHjnWO+eqrrzRo0CDt3r1b27dvV6tWrfTf//63yA0zS5cu1Y4dO7Rp0yYdPnxYERERGjFihP744w/FxsZKkoYPH64ffvhB69at0zvvvKM//vhDISEhatiwoW6//XZ17ty51OcAwHcZGo1Go9Fo3tXGjh1rjDGmZcuW5ssvvzTp6enm+PHj5sMPPzTVq1d3jrv22mvN+vXrTWZmpnE4HGbGjBmmRYsWxhhjBg4c6BxXoUIFM2PGDONwOEx+fr4xxpiIiAgjyRhjzPTp04vEEBcXZ2bPnl1sfPv37zc7d+4s9tjs2bNNRkZGkf6oqCjz66+/FrvOsmXLXPqqVatmpk6davbt22eys7PNkSNHzMaNG82ECRNMUFCQc9yNN95oNm/ebE6ePGmMMc54C7+/atWqlfgdV6hQwZw8edKsWLHivH5Hs2fPNmdT+P0WtgYNGpjPP//cpKWlmczMTLNmzRrTsmVLlzEDBw4865x//p2W5ruXZCIjI82aNWtMZmamSUtLM59//rlp0KCBy5jbbrvNfP/998bhcJicnBxz/PhxEx0dbe666y6P/5ug0Wg0Go1Go9FoNF9sXN97//W9JHPdddeZmJgYc/LkSZOYmGhefvll8+CDDxa5vrfZbOa///2v2b17t8nOzjYpKSlm3rx5pk6dOkXmfOqpp8zevXtNVlaW+fnnn02nTp1MVFSUiYqKco7p2LGjMcaYfv36malTpxqHw2FOnjxpoqOjTWRkZLF/l/66To8ePczatWtNWlqaOXnypImLizOLFi0yN954Y6n/npakY8eOLuNr1Khh5syZY44cOWKysrJMTEyM6dy5s8uYwnMrydixY88ppuJ+9+eSY2nXrp1Zs2aNSUxMNNnZ2SYzM9Ns2LDBPPLII8Zms5Xq70dERIQxxpj//ve/5vnnnzcHDhwwp06dMps3bzZdu3Z1GRsaGmpmzpxpkpOTTWZmpvn+++/N//3f/xX53T/++OPmhx9+MCkpKebUqVPmjz/+MDNnzjT16tUrsvasWbPMwYMHTXZ2tnE4HOaHH34wzz777Hn/fafRaL7XbP//DwAAAOekWbNm2r59ux599FG98847ng7nvN12221atmyZbrnlFq1cudLT4QAAAAAA4FZc3wMA4BvY0AcAAOekQYMGioiI0P/+9z/Vq1dPDRs21MmTJz0dVqldeeWVioiI0BtvvKETJ04oMjLS0yEBAAAAAOA2XN8DAOBb7J4OAAAA+Ibnn39ea9asUXBwsP7973/75MW+JL399ttaunSpjh07pr59+xY7xs/P76wNAAAAAABfxfX9xXV9z3dwdn/3/dhsNk+HCABU6AMAAPzZwIEDNWfOnLOO6dSpk6Kjo90TEAAAAAAAKDWu76WOHTvqu+++O+uYQYMGae7cue4JyMtERETojz/+OOuYcePGafz48e4JCABKwIY+AADAn1xyySWqX7/+Wcf8/vvvyszMdFNEAAAAAACgtLi+l4KDg9WkSZOzjomLi1NqaqqbIvIuFSpU0DXXXHPWMYmJiUpKSnJTRABQPDb0AQAAAAAAAAAAAADwQv6eDgAAfFnt2rWVkZHh6TAAAPBpISEhSkxM9HQYAAAAFzRyGAAAlA/yGHA3NvQB4DzVrl1bCQk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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 38 + }, + { + "cell_type": "markdown", + "id": "181299e4ce1cb4a8", + "metadata": {}, + "source": [ + "### Tile 19, 11\n", + "\n", + "* all land\n" + ] + }, + { + "cell_type": "markdown", + "id": "e03298d852d949b0", + "metadata": {}, + "source": [ + "### Tile 19, 12\n", + "\n", + "* all land\n" + ] + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 20 - Union Bay to Jervis Inlet", + "id": "14d23ab12c0fe73e" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:25.240314238Z", + "start_time": "2026-02-05T20:45:25.193696254Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([625, 660])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "d6686a98878fdff7", + "outputs": [], + "execution_count": 39 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 0\n", + "\n", + "* all land\n" + ], + "id": "fc49f7c919fccd97" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 1\n", + "\n", + "* all land\n" + ], + "id": "952cde7752cc22cf" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 2\n", + "\n", + "* all land\n" + ], + "id": "8d3c114ecc62ed51" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 20, 3 - Union Bay\n", + "id": "34453184237db8f9" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:25.737801592Z", + "start_time": "2026-02-05T20:45:25.251386265Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "da71cb1bc868f3bb", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 40 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 4 - Morning Beach\n", + "\n", + "* connect islet off the west side of the Denman Island tip by making purple cell to the north-east land\n" + ], + "id": "83690dccbbba1987" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:26.657794426Z", + "start_time": "2026-02-05T20:45:25.759216635Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "fdea97ffff1aa7a4", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 41 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 20, 5 - North Texada Island\n", + "id": "45c4cb03d86d6adb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:27.220231308Z", + "start_time": "2026-02-05T20:45:26.736430703Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=80);", + "id": "e581b2f6f3ff381b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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333233n//fZ08eVLnz5/X+vXr9fnnn9f4HKNGjdLu3bu1bds2p+Xp6emOn7/55htt3rxZ3377rUaOHKnZs2c71hmG4bRfWFhYlWWVzZo1S6+//rrjdUxMjOx2u9q0aaOioqIa9xvucU9DC79P89Sngt6d8PBw9ejRQ1lZWSovL6/xfg1SLlbRX53tebt7WrlevmX5HyRJX8ec97j/9UWeQ+/V7W81YQ0i1eGWcTqc8ZaMC2U+Pdf1d03z6fHB37ehxl+/z4rzAFZDsh4AAligJ+htifH1m/6+jgl7kvTmo7oeAAAEmz59+qhVq1bavn27Y1lERIRuvvlmjRs3TlFRUdqxY4d69eqlZs2aKTIyUsePH9eWLVtq9Lm8cePGuu+++/TSSy9Vu21JSYl2796txMRESVJeXp4kKS4uzvGzJLVs2bJKtX1lZWVlKiurmtAoKioiMO5l3NPQwu/Tfyr+/qxNMr22ysvLa3T8BkkXn0NfsWVOnJTgIaTx1zzpl3GXXm/8+LWffrr4927Hk1JOM/cJ96wmZVWfUT+is+NHI31vtX22IuNCmc+T9VkfTyam4Sf8fRta+H0CvkGyHgACUKAn6Surd8K+FkjSBxYS9gAAIJhs2LBB3bp1c1q2YMEC7d+/X6+88opToqew8OIkxp06dVJSUpJefPHFao8/YsQIRUVF6cMPP6x228jISP385z/Xl19+KUk6ePCgcnNzNWjQIO3atUuS1LBhQ6WkpOj555+v6SUCQMAIpLhGRZLelZx4zwn7z/Ok5l++5nZ9QmGEx4R9TrPzSkjt4nrf1C7KIWFvGmIaAIBAQbIeAAJIIA1ma6NeCftqqutJ0Ac2BrcAACBYFBcXa8+ePU7Lzpw5oxMnTjiW33PPPTp27Ji+++47de/eXW+88YZWrFihdevWOfZZuHCh7Ha7Jk+e7HSsUaNGacWKFSooKKhy7tdee01/+9vf9N1336lly5aaMmWKmjVrpoULFzq2mTNnjiZPnqzs7GxlZ2dr8uTJKikp0ZIlS7x5GwDAp4IxruEqYf+HONfbehsJe3MR0wAABAKS9QBgsmAcyLri7YQ9SfrgweAWAACEivj4eL3++utq1aqVcnNz9cEHH2jGjBlO27Rv377KdMuJiYkaMGCABg0a5PK4bdu21dKlS3XllVfq2LFj2rJli/r27avvvvvOsc2rr76qxo0b6+2331aLFi20detWDR48WMXFxd6/UADwokCPa1yw2TxW10sXE/ZLDNfr/vs3/63XPq5HdX36XrfV9RIJe7MR0wAAmC1MkpuPIdYTExOjwsJCNWvWjOduAPC5QB/M1kV9p8PPafGNl3oCf2NgCwQGPs8CgLXx74D3cU9DC79P7wmEmEZ4eLh69eqlnTt31uqZ9Zfr2fHin8/leN7fU8Je8vz8ekkeE/aSLJ+wD2sQqatvm6hD61/3+TPrL0dMw/v4+za0+Ov3yfsGVkVlPQD4USAMZn2pLtX1JOhDA99EBwAAAIDQF8xxjcsr7CuS9BVeTfCcsHdVYT9zRPSlF+mnPZ7fVYW91RP0gYKYBgDATCTrAcAPgnkwW1s1SdiToA9NDG4BAAAAIDSFSlzjgs2mPr9xPyV+TRL2sWFvu1y3NLW57q9Bwh6BiZgGAMAs4WZ3AABCmc1mC5kBbW3YEuOrLMtp8Y2jIXTlpM8yuwsAAAAAAC+xYlzj1YSqy177MMPRPFma2txHvYI/ENMAAJiBynoA8DKrDWLdsSXG64rj68zuBkzAt9EBAAAAIHiFelxj+8eeq+uliwn7sN+7Tsy/sOjnmvnwPrf71qTCHoGLmAYAwN+orAcAL7Hit83dSUxKUmKS54EvAAAAAAAIDBUxDavENbZ/7P46w155R2GvvONx/xcW/dzjeirsAQBATVFZDwD1YJVBbE1dnqD/WWqaTjCFmCXxTXQAAAAACGxWj2lcXmFfJUEf9S+p9Fq3+7uqsKeiPjQQ0wAA+BPJegCoA6sPaCurroKehL11MbgFAAAAgMBDTOOS7R/blJTj4X7UIGGfc9UWH/QMZiOmAQDwF5L1AFALDGgvYZp71ASDWwAAAAAIDMQ0LnGKaSzzPOW9OyTpQx8xDQCAP5CsB4BqMJi9pK4JeqrrrY3BLQAAAACYg5jGJe5iGqdHPKXmnhL2l1XXk6S3FmIaAABfI1kPAG4woPUuEvYAAAAAAPge8Yzaq0nCPqfZSf91CAAAWEa42R0AgEBis9kcDVVl1/O+/IxvIltWDl/UAAAAAACfIp7hWXUxjdMjnnKx9GeVGqyKmAYAwJdI1gOAGNDWRn0T9rAuBrcAAAAA4H3ENGquZgl71wn6hMJOPusXAh8xDQCAr5CsB2BpDGj9j+p6a2NwCwAAAADeQUzDu5otvNg8IWFvbcQ0AAC+QLIegOUw1X39MR0+6oPBLQAAAADUDTGN+rs8pnF5kt748Tce9ydhb23ENAAA3hZhdgcAwB8YxHpfts2mxKSkOu//s9Q0nWCAAwAAAACAR8Q0vC/bZlOfPe5jGsaPv1FY44/drk8o7KScZv/2RdcAAIDFkKwHELIYzPpeXRP2zf/nOklSjrc7hKCRkz5LCcywAAAAAAAuEdMwn6uE/dQR9ksv0v3cIQQMYhoAAG8iWQ8gpDCYDWwVSfoKCT8sVE7rkSb1BmZjcAsAAAAAlxDT8K/tXT1X10sXE/bTRs5xuW5hamONTP/RBz1DMCCmAQDwFpL1AIIeg1lzVVddf3mC/nIk7AEAAAAAVkZcwzyeEvZh11z8c6qH/UnYAwCA+go3uwMAUFc2m40BbYDIdvF7aP4/11WbqAdy0meZ3QUAAAAAMAVxjcCwvavz7yDsmkuJekma/s8JHvdfmNrYB71CMCCmAQDwBpL1AIJKxUCWwWzgybbZHAn62ibpE35Y6KNeIRgwuAUAAABgJcQ1As/2rrYqSfrKSNjDHWIaAID6Yhp8AEGBQWzoYzp8AAAAAECoIq4R/Kb/c4Km9p/jtIwp8AEAQH2RrAcQ0BjMBhfb9R8q6euHzO4GglBO+iwlpKaZ3Q0AAAAA8BpiGsHF1simpLOun19fYfo/JyinmEpqOCOmAQCoD6bBBxBwmOo+uNmu/7DO+zIdvrUxdRwAAACAUEBMI3jZGnn4vWX3udgAF4hpAADqimQ9gIDBYBYSCXsAAAAAQHAirhEaqiTsL0vSJ+T+1c89QrAgYQ8AqAuS9QBMRRV9aKpPdb1Ewt7KGNgCAAAACDbENUKPrZGNSnrUCXENAEBt8cx6AKZgEBv66vz8+s9XX/zziWXe7RAAAAAAAF5CXCNErVhx6edr3G+WkPtX5cTf4/PuAACA0EeyHoBfMZiFWxVJ+p8kvDdCOSTsLSknfZYSUtPM7gYAAAAAOCGmEaIqJ+grsX07REnXrPFvXxASiGsAAGqDafAB+BxT3VtXtdPhf776UnMh4b0RPugVggHTxgEAAAAIFMQ04ArProcnxDUAADVFsh6AzzCYheQmYe8hQX85EvbWxcAWAAAAgJmIa1jEnXe6XWX7dkiVZTnx9zgaAABAfTENPgCvYhALV2zXf6ikl1vUeX+mxLcupo4DAAAA4G/ENlCZ7dshuqJ/tNndQBAipgEAqAmS9QC8goEs3Oqe9NMP35raDQAAAAAA3CGuYXF33lnl2fVJ7Uc6fs4RU94DAADfYBp8APXClHBwq3tSpUS9ZFt8Tb0Ox3T41sV0+AAAAAB8oSKmQVwDkqQ771RS+5GOVlnCd0x5j7ohpgEAqA7JegC1xmAWblUk6Csl6SsjYY+6YnALAAAAwFsyMzOJaYSgpOwkJWW7jkdUJzIpSZFJnvclYY+6IqYBAPCEZD2AGiNBD7c8JOgvR8IedcXgFgAAAEB9ZGZmmt0F+EDKtylOSfraJOwvT9J/PSbR4/Yk7FFXxDQAAO6QrAfgEVX0cKuaKnpPSNijrhjcAgAAAKgt4hqhKeXblDrv66mSnoQ9fIWYBgDAlQizOwAgMDGIRaBa+PFPif6/M8ABAAAAALhGXMPakrKTZEt0fg+0q5Scz6/rgQt+qn1rX9cDAAAAOKOyHoATvm2OGttdv/dJbavrF358zaVEvaQvb0+r1/kRvPgmOgAAAABXmB3QWjKv8fxYg6TsJLVLutQqa1XNsatU1xeEX0rUS0rYxYx/qBtiGgCAy5GsB8BgFnXn44R9RYK+cpK+MhL21sXgFgAAAEAFYhq4nG10U9lGN/W4TY0S9pcl6SsjYY+6IqYBAKiMafABC2MgC6/YbavTc+sr2BZfo6QHv3Va5i45D1SWkz5LCal8YQMAAACwKuIauNzlCfojTZuqXXGx2+1bqeqU+Ncve//SixzP50vYNUI5PZfVrpOAiGkAAC4hWQ9YDANZ+IQXEvZ7Iuu275e3p2kAz6+3LAa3AAAAgPUQ20Blmddkqvzmm92ur0nCvlXlBH1lCV9IOQM9np+EPeqKmAYAQCJZD1gGA1kErIqp9PvUPdlPwh4AAAAAQhtxDfjCz2qykYeE/YxJGy7+kO6lDgEAAMvhmfVAiOO5bfCb2j6/frfNaZ+u2+v3PuX59dbFs94AAACA0FQR0yCugWp98YXH1UeaOk+P/zM5J+rPjxjl+fgJzsefMWnDpUS9pMWpNUr7A1UQ0wAAkKwHQhCDWZimuoR9RYLezXb1TdjDuhjcAgAAAKGDmAbqpAYJ+8uT9JXVJGF/eZK+MhL2qCtiGgBgbSTrgRDCYBYBwVUi3kOC3puorrc2BrcAAABAcCOugXpzlbD/4otLrRouE/bdR11q1SBhj7oipgEA1lWvZP2kSZNkGIZmz57tWNayZUstWLBAdrtdZ86c0Zo1a9SpUyePx8nIyJBhGFXaqlWrnM711VdfqbCwUPn5+Vq+fLk6d+7sdJwFCxZUOcbmzZvrc4lAwKOKHgGpcgV9LZP0TIeP+mBwCwAAAAQf4hrwqsrJ+csS9Ltq8D47P2KU2wT9i/vGVLs/CXvUFTENALCmOifrk5KSNGbMGGVlZTktX7FihRISEjRs2DD16tVLhw8f1vr169WkSRO3x7rrrrsUFxfnaF27dtX58+f18ccfO7ZJSUnRvHnz1LdvXw0aNEgRERFau3ZtleOuWbPG6Vi//OUv63qJQEBjIItQRsIeAAAAAEIbxQcwi6eE/S6brdqEvqeE/Yu6Vi/q2jr3DQAAWE9EXXaKjo7W4sWLNXr0aE2ZMsWxPDExUTfddJO6du2qvXv3SpKefvppHT16VPfff7/ef/99l8c7efKk0+v77rtPJSUlTsn6IUOGOG3z2GOP6dixY+rTp4++/PJLx/LS0lLl5+fX6DoiIyMVFRXleB0TE1Oj/QAzMYiFVXTdbtOePkl12u+idd7tEIJGTvosJaTyhQ0AAAAg0BDTQKDYZbOpZ1KS0+vKbGdsSop2H5N4cd8Yzfj5/EuvL0vQJ6T2U076Ji/1FlZCTAMArKdOlfXz5s3T6tWrtWHDBqflFYnvs2fPOpaVl5errKxM/fv3r/HxR40apY8++kglJSVut2nevLkkqaCgwGn5wIEDlZ+fr3/961+aP3++rrrqKrfHSEtLU2FhoaPZ7fYa9xHwJ75tDlSv63abU0V+wZWDTOwNzMbUcQAAAEDgIKaBQFRRRe+ukt52pvoKe0+V9Amp/erdR1gTMQ0AsJZaJ+vvvfde9e7dW2lpVb/dtX//fh06dEizZs1SbGysGjZsqOeff17x8fGKj4+v0fGTk5PVvXt3vffeex63e/311/Xll19qz549jmVr1qzRgw8+qFtvvVW/+93vlJycrH/84x+KjIx0eYxZs2apWbNmjtamTZsa9RHwFwazsLrqpsOvSNC7246EPQAAAACYh7gGgp2rhL1tUFtHA3yFhD0AWEetpsFv27at3njjDQ0ePFilpaVV1p8/f15333233n//fZ08eVLnz5/X+vXr9fnnn9f4HKNGjdLu3bu1bds2t9u89dZbuv7666tU6y9btszx8549e2Sz2XT48GHdcccdWr58eZXjlJWVqaysrMZ9A/yBQSzgzNV0+PV9pj2sganjAAAAAHMQ20AosZ2xSXfe6Xpd2weV9P1it/syHT7qg7gGAFhDrZL1ffr0UatWrbR9+/ZLB4iI0M0336xx48YpKipKO3bsUK9evdSsWTNFRkbq+PHj2rJlS40+pDdu3Fj33XefXnrpJbfbzJ07V0OHDtXNN99c7bT1eXl5Onz4sBITE2t+kYBJGMgC7tUnOV9w5SBdcZzn11sVA1sAAADAP4hrwKpI2AMAgPqoVbJ+w4YN6tatm9OyBQsWaP/+/XrllVdUXl7uWF5YWChJ6tSpk5KSkvTiiy9We/wRI0YoKipKH374ocv1b775poYPH66BAwfq0KFD1R7viiuuULt27ZSbm1vttoBZGMwCvkfCHgAAAAC8j5gGLGPFCrfV9ZKbhP3SlEovmNIcdUMRAgCEvlol64uLi52eES9JZ86c0YkTJxzL77nnHh07dkzfffedunfvrjfeeEMrVqzQunWXkiQLFy6U3W7X5MmTnY41atQorVixQgUFBVXOPW/ePD3wwAMaNmyYioqK1KpVK0nS6dOndfbsWUVHR2vatGn65JNPlJubq6uvvlp//OMfdfz4cZdT4ANmYjALAP7DwBYAAADwLuIasKSaJOxf+97luoSTacppQcIedUNcAwBCW62S9TURHx+v119/Xa1atVJubq4++OADzZgxw2mb9u3bO1XhS1JiYqIGDBigQYMGuTzu008/LUnKzMx0Wv7oo49q4cKFunDhgrp3765HHnlEsbGxys3NVUZGhu69914VFxd78QqBumMwC5iH6nprY2ALAAAA1B9xDcCNFSsu/pmd5HYTTwn7hA4Xx6s5h0noAwBgNfVO1t9yyy1Or9988029+eabtdpHkrKzsxUWFuZ2H0/rJOns2bNKTU31uA1gBgayQOAgYQ8AAAAAtUdsA/jJ5dX1FUn6n9gSbUqqRcK+Iklf+TUJe7hCEQIAhK5wszsAhCqbzcZgFghABVe6nsEFoS8nnYAHAAC4ZNKkSTIMQ7Nnz3Ysa9mypRYsWCC73a4zZ85ozZo16tSpk8fjZGRkyDCMKm3VqlVO5/rqq69UWFio/Px8LV++XJ07d3Y6zoIFC6ocY/Pmzd69aKAWKuIaxDaAy6xYcam5YEv0/P9Mwsk0JXRIq5Kod6x3sxwgrgEAocnr0+ADVscgFgAAAAACW1JSksaMGaOsrCyn5StWrNC5c+c0bNgwFRYWauLEiVq/fr26dOmikpISl8e66667FBkZ6Xj9s5/9TFlZWfr4448dy1JSUjRv3jxt27ZNERERmjlzptauXVvluGvWrNFjjz3meF1WVuatSwZqhJgG4B2uKuwrJ/GT5L76XqLCHgAAKyFZD3gBg1kguDAdvnUxbRwAAIiOjtbixYs1evRoTZkyxbE8MTFRN910k7p27aq9e/dKkp5++mkdPXpU999/v95//32Xxzt58qTT6/vuu08lJSVOyfohQ4Y4bfPYY4/p2LFj6tOnj7788kvH8tLSUuXn59f7GoHaIKYB+IanCnvbGZuSoknYo/aIawBA6CFZD9QDA1ogeJGwty4GtgAAWNu8efO0evVqbdiwwSlZHxUVJUk6e/asY1l5ebnKysrUv39/t8n6y40aNUofffSR20p8SWrevLkkqaCgwGn5wIEDlZ+fr1OnTikzM1MvvPCCjh075vY4kZGRjn5LUkxMjNOfqL9QvaeZmZlmd8EU4eHhTn8iuAX773PHjzuUEp3ieuW2i3+EtYp0vT4EhTWIdPoT7h1c9yddf9c0s7vhUaj++2lV/vp98n6BVYVJMszuRKCIiYlRYWGhmjVrpqKiIrO7gwBFgh4ILSTsrYuEPUIRn2cBwLN7771XL7zwgpKTk1VaWqqMjAzt2rVLzz77rCIiIpSdna2vvvpKTz75pM6cOaOJEyfq5Zdf1t///nelpqZWe/zk5GR99dVXuuGGG7Rt2za323322Wdq0aKFbr75ZseyESNGqLi4WIcPH1bHjh01Y8YMRUREqE+fPm6nw586daqmTZtW6/sAAAAABCpiGrAakvWVENyEJyTpgdBFwt66SNgj1PB5FgDca9u2rWw2mwYPHqyvv/5akpyS9ZLUu3dvvf/+++rZs6fOnz+v9evXq7y8XJJ0xx13VHuOd955R/369dP111/vdpu33npLd9xxh/r37y+73e52u7i4OB0+fFj33Xefli9f7nIbV5X1drtdbdq04d8BLwmVe2rVSvrLhYeHq0ePHsrKynL8v43gFUq/z5S9birsJX3dapr/OmKisAaR6nDLOB3OeEvGBddfUkNVgVphHyr/fuIif/0+K85DTANWwzT4QDVI0gMAAABA8OvTp49atWql7du3O5ZFRETo5ptv1rhx4xQVFaUdO3aoV69eatasmSIjI3X8+HFt2bKlRuPCxo0b67777tNLL73kdpu5c+dq6NChuvnmmz0m6iUpLy9Phw8fVmJiotttysrKXFbdFxUVEeD0smC9pxXv3WBPZHpbeXk59ySEhMLvs+ic+79fOn7/O+XEW+fZ9caFMpL1tRDo/zYF67+fcI3fJ+AbJOsBF0jQA9bC8+uti+fXAwBgHRs2bFC3bt2cli1YsED79+/XK6+84pToKSwslCR16tRJSUlJevHFF6s9/ogRIxQVFaUPP/zQ5fo333xTw4cP18CBA3Xo0KFqj3fFFVeoXbt2ys3NrXZboDJiGkDwsXW3KWl3ktndQBAirgEAwY9kPVAJA1rAukjYWxcDWwAArKG4uFh79uxxWnbmzBmdOHHCsfyee+7RsWPH9N1336l79+564403tGLFCq1bd+lz4sKFC2W32zV58mSnY40aNUorVqxQQUFBlXPPmzdPDzzwgIYNG6aioiK1atVKknT69GmdPXtW0dHRmjZtmj755BPl5ubq6quv1h//+EcdP37c7RT4QGXEM4DQlpCbZqnqetQOcQ0ACG4k62F5DGgBVCBhb10MbAEAgCTFx8fr9ddfV6tWrZSbm6sPPvhAM2bMcNqmffv2VaZbTkxM1IABAzRo0CCXx3366aclVX1u+KOPPqqFCxfqwoUL6t69ux555BHFxsYqNzdXGRkZuvfee1VcXOzFK0SoIaYBhA5X1fW2dusvvTi/zc89AgAA/kCyHpbFgBaAKyTsrYuEPQAA1nPLLbc4vX7zzTf15ptv1mofScrOzlZYWJjbfTytk6SzZ88qNTXV4zZAZcQ0gNBk626TTp1yua4gIllXkLCHG8Q0ACB4kayH5TCgBQAAAAAAwYiYBmBtJOwBAAg94WZ3APAHm83maABQnYIrXU9fitCXk84zAAEAABBYiGkAFhMb63F1QUSyf/qBoENMAwCCE8l6hDQGswDqioS9dTG4BQAAgNlI0AMWR8IedURMAwCCD9PgI+QwkAUA1BfPegMAAIAZiGkAcIiNrfr8+spJ/ON+7AuCCjENAAguVNYjZPCNcwDeRnW9tfFtdAAAAPgLMQ0ALsXGOrdKiFnAE2IaABA8qKxH0GMwC8CXCq4cpCuOrzO7GwAAAABCEDENAPXhKWaR0OViZXXOXpK2AAAEMirrEZR4dhsAf6rrt9ULrhzEN92DHN9EBwAAgLcR0wDgTZfHHRK6pDkS9RWvYU3ENAAgOFBZj6DCQBZAMLh8oEx1fnDjWW8AAACoL+IZAHyp4MpBSmqZ5HZ9Qpc0KuwtipgGAAQ+kvUIeAxoAQSC6hLu1VXQk7APbgxuAQAAUBfENAD40tVJlRL035nXDwQ2YhoAENiYBh8BiynhAAQaVwn52kx1z5T4wY3p4wAAAFBTxDQA+MrVSUmOVtnx9p73Yzp8ayOmAQCBi8p6BBwGswACWX0T7lTYAwAAAKGLmAYAMx1vL13pocKe6fABAAg8JOsREBjMAkD1Kr4oQLLfPEwdBwAAgMsR0wDgT4dstipV9ZW5TNinV/q5mgp8hC5iGgAQmJgGH6ZiWjgAVlTb6vzLp9pnOn1zMXUcAAAAKuIZxDQAmOFQNX/3HG+viwn6ilZJwncka62MmAYABB6S9fA7BrQAUH3CvSJB7247EvbmYnALAABgTcQzAAQKVwn7Qzabo3niKWH/YWpTfZjatN79Q+AipgEAgYVp8OE3DGYBwJmr59eThAcAAAACT2ZmpsrLy83uBgA48ZSUt/W2KWmH++nyE75LU077S0nbyxP0H6Y21UPpxfXvJAISU+IDQOCgsh4+x7fOAcC9yhX0dZkeH+bhm+gAAAChLzMz0+wuAECd2XpXX2HvqZKeCnsAAHyPynr4BMl5APAPV9X58B++iQ4AABB6iGkACCWuKuwrJ/E/12aP+7uqsK88DuaL7MGLmAYABAaS9fAqBrQAAKthcAsAABD8iGcACGWeKux/abtJnydVn7B/Sc+4XJeQmkbCPogR0wAA85GsR70xoAUAc1FdDwAAANQNMQ0A8Jyw//VPSfqXPOxPwh4AgLrjmfWoM55FDwCBg+fXm4ugBAAAQHAhpgEAzn5pu8np9a/1jCNRL0k7q9mf6uzgRUwDAMxFsh61xoAWAAITCXtzMbgFAAAIfMQ0AMC9X9puqpKkr4yEfegipgEA5mEafNQIA1kAAAAAABCMiGkAgO/Zxo0zuwsAAAQlKuvhEd84B4DgQnW9ufgmOgAAQGCoiGcQ0wCA2rlQzd+bl1fX28aNc0rUF6yy+6BX8AdiGgBgDpL1qIIBLQAENxL25mJwCwAAYB7iGQBQfzVJ2F+epK+MhH3wIqYBAP5Hsh4ODGgBAPAOBrcAAAD+RUwDALzLVcL+gs3maNVxlbBPSP2loyFwEdMAAP/imfVgMAsAIajgykG64vg6s7sBAAAA+BQxDQDwHY9J+Ucflf7yF4/7F6yyK+mt0S7XJaT+Ujnpn9e9c/CpnPRZSkhNM7sbAGAJJOstisEsAIQ+EvbmYmALAADgG8Q0ACBAeErYP/roxT/f8lNfAAAIUkyDbzFMCwcA1lLX59eXpqaplERzvTF1HAAAgHdUxDOIaQBAgKlIyld+XWmZzXbO7a5Mhx/YiGkAgH9QWW8BDGQBADV1eYK+NDVNUQzOAAAAYBJiGgAQBC5P2NcC0+EHNmYNBADfI1kfwhjQAgCk6qfDr66CnoR9/TCwBQAAqD1iGgAQOmy2c0pKaui8cNn/mdMZ1BpxDQDwLabBD0FMCwcAuJyr6fBrM9U9U+LXD1PHAQAA1AwxDQAITTbbuYsJ+opWSUJhU5N6hZoirgEAvkNlfYhgIAsAqE7BlYMUnZRU5/2psAcAAIAvENMAAFxfFK1CszsBAIAJSNYHOQa0AIBgUN7/YmV++D+tm+xn2jgAAIBLiGcAgPXYEm5SUs7mWu1TeRxNdbe5iGsAgG8wDX4QqpgSjoEtAKC2ztTz347aTodf3j/NkaiveG1lBBYAAICVEc8AANgSbvK4/vqiaCWkpjlaZSSKzUdcAwC8j2R9EGFACwDwBl8n7CsS9O4S8yTsGdgCAADrIEEPALicq4T99yP/2+lPd0jYAwBCDcn6IMCgFgDgbb5I2HtK0Lva1spI2AMAgFBHLAMA4Ikt4SadHvGMo1V2upp9Sdibi5gGAHgXz6wPUAxoAQC+dsZmU3RSUp33L01NU8Piup+/vH+apZ9hDwAAEIqIZwAAvOG0pOYe1iekppE0BgCEBJL1AYQBLQAgWFRU5seq7sn+eqn4Fn0QD8xz0mdRDQAAAEIGMQ0AQG1l22xK9FBE4DJhv6Z+56w8DifZX3fENADAe5gG32Q8uw0AYKbaTod/xmZz2ufU/vr9+1Xr6fBT0y4l6iteBzECAwAAIJgR0wAA1Fd2Nf+GnJYuJugrWiUJRs1iAgmpaY52+XLUHTENAPAOKutNwCAWABBIqpsOv7qE/qn9NsVeV/cK+2qnww/xwTPfRgcAAMGEmAYAwF8cifxj7mMOCUaacsJcxxQSWlc/1mY6/fohpgEA9UdlvZ/wbXMAQCBzlZC/vIreE59U2F9eRe9OCAwKCQwAAIBAR0wDAOArl1fXZ9tsTstsV3n+9+fyCvuE1mnOifqvPZ/fVbI54YdUR4NnxDQAoH6orPcxBrIAgGBR2ynxL+eVCvumddw5NS2on18PAAAQqIhrAAD84dvMTPX66U+Vl1dZb7vKpqRqKuzVxsMJvpZ0vfvVCalp0v/sdL3uh1TltE73cHAAAOqOynofoIoeAIDaObXfVu/q/GDHN9EBAEAgIa4BAAg0rirsbVfZHK2udp292DzxVGGfcDRTCUcz63z+UEBMAwDqjmS9FzGQBQBYXW0T7pcn6Qvq8+9oHafD71iapo6lgTGVPoNbAABgJooPAACBrnJy/vIEva2smn+/LpsO//Ik/a4Hennc/fKE/eVJehL2xDQAoC7qlayfNGmSDMPQ7NmzHctatmypBQsWyG6368yZM1qzZo06derk8TgZGRkyDKNKW7VqldN2Y8eOVU5Ojn788UfZbDb179+/yrGmTp0qu92ukpISZWRkqEuXLvW5xBphIAsAwCXVJewrEvQ+qaSvRcL+8iQ9CXsAAGBFJOgBAKGkJgl7T5X0NUnYe6qkJ2FPTAMAaqvOyfqkpCSNGTNGWVlZTstXrFihhIQEDRs2TL169dLhw4e1fv16NWnSxO2x7rrrLsXFxTla165ddf78eX388ceObUaMGKE5c+Zo5syZ6tWrl7788kutWbNG7dq1c2zz3HPPaeLEiRo3bpySk5OVl5endevWqWnTuj4A1z0GswAAuOcqEV/TBH29quurUZGgd5eYJ2EPAACsgpgGACBUuUrY28psjlYdVwn7Hx7v5WjVcZWwTzgwwtFCHTENAKidiLrsFB0drcWLF2v06NGaMmWKY3liYqJuuukmde3aVXv37pUkPf300zp69Kjuv/9+vf/++y6Pd/LkSafX9913n0pKSpyS9RMnTtT777/vOMazzz6r22+/XWPHjtXkyZMlSRMmTNDMmTO1fPlySdLIkSOVn5+vBx54QPPnz69y3sjISEVFRTlex8TEeLxuBrEAANRcfSrnC2w2XZGUVLedU9OkywaGtUnCdyxN08EoBpYAACA0EdsAAFiBp6T8+W9sivj/2bv3+Kjqe9//74QkqJhAwRJG7pig5VIIGfoQNiXoVhTsAapUiuWnIhs8WmopHitErOyDGKmPAwRJ7balgBTbalvibiHWgGy2G8EyCSKCVK1cZEgCQSA3IAmZ3x8hk8xk7jOZWTPzej4e3wdk3WbNfBmyvp/3fNcM81xz+PCBLPW8xvW6Uw++rRtfc/8d9tLVwP58get1n96vLwa/4XF/AED8CGhmfUFBgbZu3aodO3Y4LG8Jvi9dar2HTFNTk+rr613est6dOXPm6Pe//73q6uokScnJycrOztY777zjsN0777yjsWPHSpIGDhwok8nksE19fb127dpl38bZ4sWLVVVVZW9Wq9XldnzaHACAKHP3Yq+z6D0xwgx7PokOAABCidoGAACtGj/2HOZ7Wi81B/bufPLg2/rEw3pJMT/D/qM/L430KQBA1PA7rJ8xY4ZGjRqlxYvbF7GPHDmiY8eOKS8vT926dVNycrKefvppmUwmmUwmn44/evRoDR8+XL/+9a/ty2644QYlJSWpoqLCYduKigr16tVLkux/etrGWV5entLS0uytd+/e9nXc5h4AgMgK9Hb4X1ksHXorfW8GVX1Ng6q+FpJjEdgDAIBgUNsAAMA950DeOaQ/5eX3p3Ng7xzSf/LETR73j/XAHgDgG7/C+j59+ig/P1+zZs3S5cuX261vbGzUfffdp8GDB+vcuXOqq6vThAkTtG3bNl25csWnx5gzZ44OHjyoffv2tVtns9kcfk5ISGi3zJdtWtTX16u6utqhSdKuXe2/UwYAAISfP6G7c0hf0ju4orS/s+udQ3oCewAAECm7du0ioAcAwActAb27mfS+BPaeZtLHe2DPDHsA8M6vsD47O1vp6ekqKSlRQ0ODGhoaNGHCBD3xxBNqaGhQYmKiSktLlZWVpa5du8pkMmnSpEnq0aOHjh496vX41157rb7//e87zKqXpMrKSjU2NrabId+zZ0/7TPry8nJJ8rgNAACILS0BvbtQv6MD+5aA3l0wT2APAAAAAEB0cxXYn7JY7C1QV759k65823OYHwuoaQCAZ36F9Tt27NCwYcM0cuRIe9u3b582b96skSNHqqmpyb5tVVWVKisrlZGRIbPZrLfeesvr8e+//3517txZv/3tbx2WNzQ0qKSkRHfeeafD8jvvvFPvv/++JOno0aMqKytz2CY5OVk5OTn2bQAAQPRxFcT7c6v7jgjs/bnVfagCewAAAAAAEBltw3nngL7WS33CeXa9c0jfP92/O/sBAGJLkj8b19TU6NChQw7LamtrdfbsWfvy6dOn68yZMzpx4oSGDx+u/Px8FRYWqri42L7Pxo0bZbValZub63CsOXPmqLCwUF999VW7x165cqU2bdoki8WiPXv2aN68eerXr59++ctf2rdZvXq1cnNz9dlnn+mzzz5Tbm6u6urq9Prrr/vzNAEAgMEE+x30Jb0tyraaA95/4OXFSrj8S+8bujGo6mv6Iu1cwPtLzZ9EH3Q3A3gAAAAAAIym1mJRF7P7usMnT9ykwfvDeEIGQ00DANzzK6z3hclk0sqVK5Wenq6ysjK99tprWrZsmcM2/fr1c5iFL0mZmZn69re/3W72fIs33nhDPXr00M9+9jOZTCZ9/PHHmjx5sk6cOGHf5uc//7muvfZa/eIXv9DXvvY1ffDBB5o4caJqamr8eg45OTnauXOnX/sAAIDYZJ+Z/0Xkv/eVwS0AAPAFdQ0AAMLPVWDvOOvefZjfP32xjlc43i6+aVzr+D/xf6L/VvLUNADAtQRJtkifhFGkpqaqqqpKaWlpDGoBAIhB/syud3X7fHOQgX2ws+tbMLiFO22vZ6urqyN9OgCAMKOuEXqJiYnKysrS/v372008QfShP2ML/Rlb4qU/szp5rksczXS/LpoC+4ROKRpwx0Id275Stiv19uXUM6JTuGoN1DQQr/z6zvp4YvZwyxoAABCdvH1/fUlvi725YhkU3PUB318PAIBxLFq0SDabTatWrbIv69mzp9avXy+r1ara2loVFRUpIyPD43F27twpm83Wrv31r3912O6xxx7TF198oYsXL8pisWjcuHHtjvXcc8/JarWqrq5OO3fu1JAhQwJ+ftQ1AACIHvuvWLT/iueaRduZ9s4GVX0tKmoOX7wdPR84AIBwIaz3gIEtAACxx1UQ7ymgd2aEwJ7BLQAAwTGbzZo3b54OHDjgsLywsFCDBg3S1KlTlZWVpePHj2v79u267rrr3B7r3nvvVa9evext6NChamxs1Jtvvmnf5v7779fq1au1fPlyZWVl6b333lNRUZH69u1r3+anP/2pFi5cqPnz52v06NEqLy9XcXGxrr/++qCeJwAAMA7nQN45pD9/xL/A3jmkJ7AHgOgT8u+sjzVms1kWS+S/oxYAAISOr8G8O5ZB5qBuiT+o6mtB3xKf73oDACAwXbp00ebNmzV37lwtWbLEvjwzM1NjxozR0KFDdfjwYUnS448/rtOnT2vmzJlat26dy+OdO+f4O/373/++6urqHML6hQsXat26dfZj/OQnP9Fdd92lxx57TLm5uZKkBQsWaPny5dqyZYsk6aGHHlJFRYUeeOABvfrqqy4fOyUlRZ07d7b/nJqa6vCn1HxbYQSu5fXjdYwN9GdsoT9jSzz15wFbqf3vrp5u1ael6jo4x+3+tnEvaOQ7qyVJqS4SnhF1PfVR6vkgzzI4CZ1SHP501vZaBcbn6hqzIx8HiDeE9QAAAGH06Pf+d/Nf/hb8J8kJ7AEA8F9BQYG2bt2qHTt2OIT1LaH3pUuX7MuamppUX1+vcePGuQ3rnc2ZM0e///3vVVdXJ0lKTk5Wdna2XnzxRYft3nnnHY0dO1aSNHDgQJlMJr3zzjv29fX19dq1a5fGjh3rNqxfvHixli5d2m651Wr16VzhuxEjRkT6FBBC9GdsoT9jC/3Zosrz2u+G6TSC1P+2+S6XV1UtDPOZIBS4xgQ6BmG9D5hdDwAAnPk7u94e0l+14q7FejoEgT0AAPDdjBkzNGrUKI0ePbrduiNHjujYsWPKy8vTo48+qtraWi1cuFAmk0kmk8mn448ePVrDhw/XnDlz7MtuuOEGJSUlqaKiwmHbiooK9erVS5Lsf7rapn///m4fLy8vTytXrrT/nJqaKqvVqt69e6u6utq+fNeuXT6dP9pLTEzUiBEjdODAATU1NUX6dBAk+jO20J+xhf70X86x/R7Xt51d/8197dP9j0ZvCfUp2SV0SlH/2+br+M61sl2pd7vdN+9d2mHngNBxd43ZUY8DxBvCeh8R2AMAAGfeAnvngL4jMLseAADf9OnTR/n5+Zo4caIuX77cbn1jY6Puu+8+rVu3TufOnVNjY6O2b9+ubdu2+fwYc+bM0cGDB7Vv375262w2m8PPCQkJ7Zb5sk1b9fX1qq9vXwCvrq52KKSOGjWKmkaQmpqaCI9iCP0ZW+jP2EJ/+m5nvxEeaxIDz3WRDt959af21xMDd0/TF7e+0UFnd/VRr9R7DOsPvJlLTSOKOF9jAgiN2P8CmBAym82RPgUAAGAwlkHtrw8e/d7/9imoX3FXaAakX7zNDH0AALzJzs5Wenq6SkpK1NDQoIaGBk2YMEFPPPGEGhoalJiYqNLSUmVlZalr164ymUyaNGmSevTooaNHj3o9/rXXXqvvf//7+vWvf+2wvLKyUo2NjfbZ8y169uxpn0lfXl4uSR63CRY1DQAAYo+rmoRlkNnevBm09/52y1bc/ZW9hQM1DQDxjpn1AAAAQbIMMutX2YEVwLkdPgAA4bFjxw4NGzbMYdn69et15MgRrVixwmEWX1VV8/fEZmRkyGw269lnn/V6/Pvvv1+dO3fWb3/7W4flDQ0NKikp0Z133qnCwkL78jvvvFNvvfWWJOno0aMqKyvTnXfeqQ8//FBS83fd5+Tk6Omnnw7k6QIAgDjhKZS3fOeczH/9msf9B+29X48u/aXLdSvu/kpPv909qPMDAHjGzHo/8Ul0AABgTG9F+gQAADC0mpoaHTp0yKHV1tbq7NmzOnTokCRp+vTpysnJ0cCBAzVlyhQVFxersLBQxcXF9uNs3LhRL7zwQrvjz5kzR4WFhfrqq/az0FauXKl/+7d/0+zZs3XLLbdo5cqV6tevn375y9bC+OrVq5Wbm6tp06Zp6NCh2rBhg+rq6vT666+H7DWgpgEAQPyxfOec+3WLb5Jl8U0e9w/HDHtm1wOIZ4T1AWBwCwAAnM0tCfx7YIO5Hf6gu4do0N1Drv5EYA8AQDBMJpM2bdqkI0eOaM2aNdq0aZNmzpzpsE2/fv1kMpkclmVmZurb3/621q1b5/K4b7zxhhYsWKCf/exn+vDDDzV+/HhNnjxZJ06csG/z85//XKtXr9YvfvELWSwW9e7dWxMnTlRNTU1InyM1DQAA4o9zYO8c0s+9/JLH/QnsARLQd9wAAHu/SURBVKDjJEiyRfokjCI1NVVVVVVKS0tTdXW11+0tlsCL8gAAIPYEeiv8Fr7eDr81nHdnalDngejl7/UsACC2+PN7gJqGbxITE5WVlaX9+/c7fFUCohP9GVvoz9hCf4bJcM91i191fsrjel9viZ/QKUUD7lioY9tXynal3ufTk6RBdwc+oQEdI1y1BmoaiFfMrA8Cn0YHAABtBTO73heOs+gBAAACR00DAAA4czXD/j9+9Yi9hQMz7AHEm6RInwAAAEAsmVtiCXiG/Yq7FrebXR9YOP+WmF0PAAAAAAAcHLR4nV0/9/JLMr/2ict1g76cpi/6FnbAiQFA/GJmfZD4JDoAAAilFXctts+gD24WPd9fDwAAPKOmAQBAHDro4a6ABy2e16s5sO9ozK4HEE8I60OAwS0AAGgr0Nvhr0lobgAAAOFCTQMAgDjkHMg7hfSWrFqPu7sK7Aftvd/eQoHAHkC8IKwPEQa3AACgLX8Ce+eQ/nLIbmHP7HoAAOAdNQ0AAOJQS0DvZia9L4G9u4D+m/u+G5JTJLAHEA8I60OIwS0AAPBVS0DvbiY9gT0AAAgnahoAAMBnN3+juQVo3d3JWnd3sk/bEtgDiHWE9QAAAB3E1ex6f251H7rAHgAAAAAAwD/tZtc7h/S33+Rxf+cZ9s4hva+BPQDEMsL6EOOT6AAAoK25JRavs+g9CUlg/4dngz8GAACIedQ0AACAM0tWreeZ9F4C+0F77/drJr0rzK4HEMsI6zsAg1sAAGAIf7A0N4nAHgAA+ISaBgAAkCQtWNDavHEX2N9SKg3Z53FXbocPIN4R1ncQBrcAAKDFQUv72+H7w+/Z9W1DeoflBPYAAMA7ahoAAMQpNwG9JXec931vv6k5mB+yrzmkb2P5G3087srt8AHEM8L6DsTgFgAAtOjwwL4loHcV0jtsR2APAAC8o6YBAADa8hTY237X3AKxXFlariyftmV2PYBYRFgPAAAQJh0S2PsS0AMAAAAAAHizerXH1c6BvXNIb9v5fbf7Os+udw7pB939Ld/PEwBiCGF9B+OT6AAAoK2QBPa+zqJ3h9n1AADAB9Q0AACIQz4E9oHOpF/+Rh+PM+l9Ceyf1Ur/HxgADIywPgwY3AIAgFA4aLEEHfbbEdgDAAAfUNMAACAOuQrsV69ubR64nF1/pUtrC9D6uztr/d2dJRHYA4gthPVhwuAWAAC08Ddwdw7pLTd5+f56XxHYAwAAH1DTAAAgDrUN550C+pI5nusaVe/Nbv6Lq4D+d3Ue93WeXd82pG+LwB5ArCCsDyMGtwAAoIW3wL4loHe3HYE9AAAIJ2oaAADAFyVzLNr//+3yvJEPgb27kL4tAnsAsYCwHgAAIEJcBfH+3Oo+ZIE9AAAAAACAH5xn15fMsXidce/AVWD/ar/WBgBxIinSJxBvzGazLKH6rlkAABD1gv0OestNU2X+51tBHaPynHTD14I6BAAAiAPUNAAAQFvewvldN6Vr1D+s7jf4XZ1UfYvLVcte/V96dt5ffDiLv0m6y4ftAMCYmFkPAAAQpyonLlPlxGXNfz8X4ZMBAABRgdvhAwCAkLjvfzU3D5a96n79Mg3VMg29+tPfQnhiABBehPURwMAWAACEkr+3w28b0jssJ7AHAAA+oK4BAAB8Zck0OS5wDukfzvS4v3Ng7xjSt0VgDyA6cRv8COHWcQAAIJS83Q7fVTgPAAAQKOoaAADAV5ZMk8zf9PBhv4czpQ2fuV297NX/Jc37wodH4pb4AKIPYT0AAECMcBXY+xvS8/31AAAAAAAg7FwF9l3+b5sfZoX1dAAgXLgNfgRx2zgAABBqlpum2m9zH+hsem6HDwAAfEFdAwAA+MrykQ935Hk4szmgb2ltbf6tbw/04j/9PzkAiCDC+ghjYAsAAIyIwB4AAPiCugYAAPCVp8Detq+5eeQpsH8xo7lJBPYAogphPQAAQIw59k++PxYAAAAAABiPc2DvHNLbBmzyfADnwL5tSA8AUYiw3gD4FDoAAAi1UAT2zK4HAAC+oK4BAAD8YfnI4nEmvU+BvbeQntn1AKIEYb1BMLAFAABGRGAPAAB8QV0DAACEksvA/q5Nrc0XBPYAokBSpE8AAAAAHePYPy0acBOFcwAAAAAAYCwlnS3Kvuy5ZmEbsEkJN7tZ+W83Sb8mjAcQ/ZhZbyB8Ch0AAIRaKG6Hb7EEfwwAABD7qGsAAAB/lHR2X28oeXSYSh4d5vkA/3aT9wf5Tz9PCgDCjLDeYBjYAgCAUAs0sD/2T4t9XwJ7AAAAAAAQas6BvXNIb5kQQGA/5KbWJhHYAzA0wnoDIrAHAACR1Dakb4vAHgAAeENNAwAA+Kuks8XjTHqfAnvngN4ZgT0AgyKsNygGtwAAIJS8za5vCehDcdt8AAAQ36hpAACAcLGtaG4+IbAHYECE9QAAAHH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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 42 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 20, 6 - Malaspina Strait\n", + "id": "9bf15435ea0cee6e" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:27.771316137Z", + "start_time": "2026-02-05T20:45:27.290681819Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=80);", + "id": "1795ab123129e934", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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mkuT4v6t92rZta3rulJQUzZw50/F1bGysMjIy1LJlS+Xl5VVyNcIT1yi08P00FyyV8+XZakWp7fVjdWTj6zIuFPl7OqihUPp+Uk3Pz9xQE8jfz9K5AeGIJD0AqHpV8zVN1FdHaXK+7Nck6hGMSNQDAABfatWqlV599VUNHjxYhYWFFfrPnz+vO++8UwsWLNDJkyd1/vx5rV+/Xh999JHb4w4cOFCTJk3SE088oW3btqlDhw569dVXlZmZqRdffNGxn2E432DYbLYK26qyT1lFRUUqKqqY9MjLywu4YGug4RqFFr6fP5n7reOPxoXgjhMYF4qCPqmLS0Lh+5n2j2RiGD/hZ25o4fsJBBaS9ADCmreXtK+KyqrpyyfmXfWTqEcwIlEPAAB8pXfv3mrWrJl27Njh2BYZGalf/vKXGjt2rKKjo7Vz50717NlTDRo0UFRUlHJycvTZZ5/Jbjf/XX3atGlatGiRYzn8r776SjExMZo/f76mT5+unJwcnT9/3lEtX6pp06aOyvmsrCxJFyvqS/9cfh8AcKlMYt4bFiXFSJIeTD3j1eMCoYAYBgDAahH+ngAA+Jrdbnc0TzW8P7FGc4jPSai47bO7K03Ql90XAAAAgGsbNmxQ165d1aNHD0fbvn27Fi9erB49eqikpMSxb25urnJyctShQwclJCRo5cqVpsetV6+e01hJunDhgmw2m2w2m4qLi7Vjxw4lJjrfLyQmJmrLli2SpEOHDikzM9Npn9q1a2vgwIGOfQCgLGPzxWYm/tvqxQgWJcU4EvSlXwMAAMC3qKQHEDZqkpR3xRvPp9c38Z6Pp6IeQYhPogMAAF/Iz8/Xnj17nLadOXNGP/74o2P7XXfdpePHj+u7775Tt27d9Oqrr2rFihVat+7S7/gLFy5URkaGkpOTJUkffPCBxo8fr127djmWu582bZpWrVrlSN7PnDlTixYtkt1u19atWzV69Gi1adNGb7zxhuO4s2fPVnJystLT05Wenq7k5GQVFBRoyZIlVl8aAEHEXWK+vPhv79bB9u5jBO6S8YuSYqioB8ohhgEAsBJJegAhrbLE/IYddt3Yu2JVe1V5nKjv9FPVzDfeXaququI3X/yU/cFfkOSH73GTCwAAAkFcXJxmzpypZs2aKTMzU++++66mTZvmtE+bNm2cKudffPFFGYahF198US1bttTx48f1wQcfaNKkSY59li1bpssuu0wvvPCC4uLi9NVXX+nmm2/Wd99959jn5ZdfVt26dTVv3jw1btxY27Zt0+DBg5Wfn2/9CwcQ8MyS80aP9rLtNo8juErUxydd4/jzVO0pP8QJiXqgImIYAACr2CT54YnMgSk2Nla5ublq0KCB8vLy/D0dADVQ3ar5miTqq5Wk7+RimfyPapaor041fWly3mk8iXr4ATe4gHX4nRYAwgM/7yvHNQotof79zDp16c/N3OfS3SbqJUm/OWzaVVmiXvLdM+pttaJ0xU3jdXj9TBkXinxyTlgnlL+f4RjDCPWfueEmkL+fgTw3wGo8kx5ASKnps+Y9Uenz6TslXmqu3Ny+Ruev7Pn08ZvvdjSzfsDXDqam+HsKAAAAAOBXWacuNW947Yn2eu0J9zGGyeripu9GTdaN3pkMEEKIYQAArECSHkDQK03M1yQ5v2FHzRL7LhP17hLz5VmQqHeXmAcCATe5AAAAAMJRZTGMbPM8uqSLy96XVT45/5rhPtFePlFfPjkfnzTU/QSAMEQMAwDgbTyTHkDQ8nbFvFeeT7+9BhO4uX2Nlr6P/+xu6YKHYzffzbL38Aue7QYAAAAgXFQnjpHdxf2y90aP9nq9v3n/a8aNetK2wbT/YqK+uWl/fNJQHUxdVYWZAuGDGAYAwJuopAcQVLxRNe+OpxX1G3bYa1yNXyO/an+x1QBV9/AXPo0OAAAAIJSZxTGOfeM+juCqon5HwqVWGZcV9fYbL7VKuKqon5/UxNGAcEQMAwDgLVTSAwgKvn7OfFWVT8zbI+xKKPG8Gr/a1fTlE/M1rcb3sKI+PvMmSdLBuPUenxsAAAAAgFBR1TjGsW/satXBPI6Q3UU6Vtd1X78iaWuU++O/ZtyoJ3eYTbKLlOCmXF8XE/UTtMVl3/ykJhqdmuN+AgAAAHCJSnoAAc3KqnkzlVXEl1bNm+1nj6jhfCt7Pn1p1bxZ5XwNn29fHfGZNzkS9KVfA57gk+gAAAAAgp2nq/+5qqiv2+hSc6dfkXnf2P4Xm1t2F+X6pZZ1udjcoKIe4YgYBgDAG0jSAwg4Vi9pXxWuEvDVWdLekkS9F5a0r4rKlr0vTcybJeRJ1MNT3OQCAAAACEbeiGEc+8ZumpjvGO1+bPlEffnkvPFkJScvn6gvl5yfsWyU2+GuEvXDk1o5GhCKiGEAAGqK5e4BBIxAW9K+ps+Y98rS9xdqMNbLy95XJ/ken3kTS9/DIwdTUxSfNNHf0wAAAACASvkyjtExWkovNO/vVyT1HmTebzwp2V5zcwJ7F+mgefeMZaM04e43TfvnJzXRx6rjsm94UistST3m5uRAcCKGAQCoCSrpAfhVIFTNB6Ij11xsNVLDZe/jN99dadW82/FU1MNDfBodAAAAQCCzKo6RXskxXVXU9/7wUquMq4r6cw0uNU/NWHZKM5adcruPu4r6kXds0PCkf3s+AcCPiGEAADxFkh6AX4RLYr66y96XT84f6VfDCXiaqH+u/cXmJ/GnrlL8qav8dn4AAAAAAMryVZFBVRL1pon5/6v8+MaT5on5cz3cjy2/7H355Pxny7Lcji+fqB95x4Zy/STqAQBA+GC5ewA+FQ6J+fIqW/a+sor5I/2ktlu9PCkz5RPz/9tH+sd2jw9X3WXvyyfm409dpYON9nt8fgQvlowDAAAA4G+BFsNIf+stSVJvPWq+0/9J+rPrrj3/ufj/DkfNh5/rIdXZbd5/MVH/J9P+z5Zlqe/dzU37LybqF0iS6sXWMz8REESIYQAAPEElPQDLsaS964r66ixpX6OK+sqq6Uur5s0q5/+3Tw1OXvmy96VV82aV81TUhy+WjAMAAADgD/6OYZSvpk9/6y1Hgl6Sdpx8q/wQZ+Uq6vf851KCXpK+ae1+uMuK+tvKtEq4qqj/rHt/R3PHXTV9fNI1ik/y7NmANRkLVAUxDABAdVFJD8Ay4ZyUd8UeYdflCeYV9ZWpUUX9ze2lj7513lad5ewtqKgn+Y6q4NPoAAAAAHwlkOIY6Xa7tHu3af+Ok2+pd2P3FfV7bjbv/qZ1FSrqrzDpvO130grzanrpp0T99Dtc93VfoL5pI92OL6t8cj0+6RodTP3c8rEAAABWIkkPwKsC6YYW5dzcXupWg/FeSNSr7jHPxrLsfVgjUQ8AAADASsEay3CVqN/R9tJrqSPPCgXyL6/CTu4S9YN+d/H/Jkn6ygxP+rc+0+89GlvKXdU8iXpYhfgFAKA6SNID8IpgvaH1teN231fT22tf+t4keHiDXlPH7ri4ZH6rNcs9Poanifr4Y7dKkg62+tDjcwMAAAAAQktQxDF69HBbTS/9tPR9jx4u+87tsatOF/M4QPlq+vLJ+ZwzUpMYNycvn6gvTc6XWtdeSiy3qt9PPuu+QDccfNJ52ysLLn3x28NuTuw60R6fdLXbMZWNX5rU0PHn+1JPV/lYAAAAnrBJMvw9iUARGxur3NxcNWjQQHl5ef6eDhAUguKmNgDVJFEvVZ6oL5uYLy/hqhom6qtRTV+anC+rJon66iTpS5PzTuNJ1Ac1Po0OVA2/0wJAeODnfeW4RqHFG9/PoI1hmCXqTZLz5blL1EtS83Pux7tN1EvSKTd9Jkl6SYqNsSl3czs1eP2Q8opchKgrSdRf5G7ydSodPV1fm/aRqK8eW60oXXHTeB1eP1PGhSJ/T8evQiF+wb+hoSWQv5+BPDfAahH+ngCA4GO32x0Nnjlew2t3pF/Fbfbadkdzx76/ht+3/62YeC/r2B19HM1l/5DbPT51Zc+xjz92q6OZ9SN4HUxN8fcUAAAAAAShoI9hlE/G9+hR5QS9dLGivsK2y+s7WmVyzlTctrD2pebWuvYVt+1of7H9t7v7sa9cYd637PuLza3KEvjuk/hlK+uB6iB+AQCoCpa7B1BlQX1DG4C8sfR9TZP9HnPxfHqzpLy3uVr2nuR7+OD5bgAAAACqKqTiGNVIyrtybo9dGjTIZd/h1vV1xdF8t+NzzkirG7nuW3i5NOK4m8Hr2ks/q9I0K3rlCueK+vKJ+WUnpLvdHfycnJPxzon5Sequ6UozHb00qWGFivr4A3c7/nyw0zI35zY/Zimq9UMX8QsAQGVY7r4MltUAKgqpG9oA5GmS3hvJ+Rovey/p2AXPx9Zk2XtJUn4Hj4ey7H3w40YXMMfvtAAQHvh5XzmuUWipzveTWIYJkyR9KbNEfb3GF///DzdRZLMk/e4GF//fw0WpWKxilVsrVw0uNFDeq7vdzk2tt7jvd5uol6RGbnvdJeoladKcX5n2VSVR764qP1QS9Sx371qwxi/4NzS0BPL3M5DnBliN5e4BuBT0S8EFieom24/b7V6rnq/Jsvf2/fYaL5vv6bL3xd1uV3E3z5fMl6i8BwAAAIBQw6P5quDjj912H27tvPR9vcaXEvSS9L8287ELL3f+eneDSwl6Sdp9vpK5PV1xWfz9j7d3tEotO+FiUjMuNQ9NeuVXmvSKeYJecq6srzCFpLpamFTX7XiW1QcAIDyx3D0AJ9zM+l5ly977bUn7clwl5bPS7WreseYV+VVRPjFf3K+bam/90uPjxR+71aOK+vj7L958H1xc/SXt4D0sGwcAAACAGIb3HW5dX53z3S99b2bh5VL3QvP+3eddV9Q7PN1e+03G77/lQV21epH7CSw7IZ2dbzK5CdII82R9+WXvKyTmiyXVNj91/IG7nSrqyyfmi1SkKEWZjne1rD5CA/ELAIAZlrsvg2U1EK64qQ0M5RP1vkrOV7bsfVUq5muSqHe37H1VKuZrkqivTpK+NDnvNJ5Evd9xowtUxO+0ABAe+HlfOa5RaCn9fu7atUslJSX+nk5wc7XsfZkq+86VPJqv/LL3v15y6c9pd7o/ddkkfdnl7v9Y6+Lf0cQC9+PNEvX7b3nwYv8/r3N/ADeJeknSK83d97tJ1EvS5Kc+cNvvLlEvBffS9yx3716wxS/4NzS0BPL3M5DnBliNJH0Z/DBAuCE5j1LlE/XVXcq+ptX05RP11VnOviZJesl9ot5VYr7CeBL1fhdsN7qA1fidFgDCAz/vK8c1Ch12u10RERHq2bMnSXofqSxRX3exeV9VE/WlSfq/qIGKdenvaHUS9aXJeaf+6ibql/7i0p+//9b9WKlior7JAccfJw//utLh5RP1H+hSXGFJqvul9QMZSfrKBVP8gn9DQ0sgfz8DeW6A1UjSl8EPA4QDEvOwSk0T9c2OeT7W24n6qiTnncaTqPerYLrJBXyB32kBIDzw875yXKPgVzaGQZLet8yS9Ht/+p70/tp9DKCyRP0n0VJtxeoxVUzSS5Un6itTaaI+6hPzvqok6uMOmHZVJVH/b60w7QvWRD1J+qoJlhgG/4aGlkD+fgby3ACrRfh7AgB8w263k6CHpbLSPXt/ZaXbPR5bqrhftxqNjz92q+Lvv9vRqj3egzHwnoOpKf6eAgAAAAAvIobhf3vLXf+9drvTth1Xuv/+dP9XxW3nX3ze0Sqzrl7Fbfn77I5Wmf13VUzC51//iaO51aK9ade949vr3vHm/ZI0dcmV5n3qpqlyH8MYnvRv9/MDAAAhgUr6MvjEDkIRN7XwpepU07tKzHevW7NqfI8q6h/66ea4WRU+Ke8G1fT+FyyfRgesxu+0ABAe+HlfOa5R8HEXw6CSPjBVVlG/Y595Qt4+7VXTSvpS/XaYvyfq/7zyGEKrH8376m+uZHCZinpXifn3lq5xO7xsRb2rxHxfTXM7Ptgq6qmkr7pgiF/wb2hoCeTvZyDPDbBapL8nAMD7SMzDX7LS7W4T9ZVVzKedtdc4UV9lD5W7Qc5uX6NEffz9d5OoBwAAAIBqIoYRmhyV9vtWmO5zzYvPSiY5fHfJ+VL5++ymifr8lJ8OPPpF8/G/qCRR36K97r3XvPve+4a4TdRPXXKlNDzKtP8z/d5ton540r+DLlGPqjmYmhIUiXoAgLVY7h4IISwHh0DgKhHvjSXtq6LSZe8f6napuZLtfsm6yrDsvX+x7D0AAAAQHErjF8Qwgl/5Ze93XGl33nbbbdU6Xr8d9iol6EuVX/o+P+X5Swl6Sfvnu19aP/8XFbcV3HepVebe+4ZU3Bj51aXmocEapsEa5vF4BD5iGAAAlrsvg2U1EIy4oUUo8vqy92ZJeTMsfR/U+DQ6wh2/0wJAeODnfeW4RoGnJjEMlrsPcitWVNgUER2tns8/r10vvqiSIS6S3TU8fllXuamol6SINuZ9j1Qhev7eP/5k3nl3L7djy1bTu0rMP5R6rvIJBACWu/dMoMYw+Dc0tATy9zOQ5wZYjUp6IEjxiXOEsrSzNXtvF/frVnnVvDtU1AMAAACA1xDDgMuK+ltucf6/H+z/wa79P7h/b/7VZt73Z9vF5taynW67P9Pv3VbOv5NUp5ITAACAYESSHggy3NgiXHiaqE/b90+l7funl2dTDf9vxcUGv2HJOAAAACAwEMOAk9tuc27ePrYb5Ze9L5+c31vJ+7R8or58cv7Y3b9zPz9XifpbrrjUKuEqUf9eUiNHQ/AihgEA4Yvl7stgWQ0EKm5oEa6qs+y9q8R8wm131WwC1Vn23kVi/mADlnfzp0BdMg6wGr/TAkB44Od95bhG/mFVDIPl7kOPJd/TSpa9ryyZ3znBfRziRCWnb7XMzbL3krTwDtOuF1avquToUh2ZV9Xfm3qq0vFWYrn7mgm0GAb/hoaWQP5+BvLcAKtF+nsCAMyRnEe4Sztrd5uor6xi3r7inzVL1Ge3d5+or6RiPj43ikS9Hx1MTQm4m1wAAAAgFBG/QMC47baKifpqVO3vtdsrJOrLVtk3rySJb6b1/16stD/qJkn/h1uGmibq/zBjqCTpjxPWmo5/L6mR3xP1AACg6kjSAwGGG1vAmatEfXWWs7ckUV+N5exJ1AMAAAAIVcQwEJBquJS+u6Xvs+x2t4n6Y3f/zqmavjQ57/j6w/Y6eqt5MUD5RH1pcr5U8ozB1U7Ul/3wOkurBy4KDQAg/LDcfRksqwF/4sYWqMThwzUaXuOl799/pUbDSdT7Dze5CDf8TgsA4YGf95XjGlnHHzEMlrsPPcH8Pa2sor5fJRF3d4l6SdJ17rvdJeolKVljTPusStSz3L13BEoMg39DQ0sgfz8DeW6A1aikB/yM5DwQ2LLyL/6/uX+ngRrg0+gAAACAdxDDAC5yVVGf5fT3w30S32VF/az2l/78vvskvquK+uTHBl/64i9uhwMAgABAJX0ZfGIHvsJNLeAhH1bTlybny2q+lmr6YEaiHuGC32kBIDzw875yXCPvCJQYRjBXXcO1UP+e3t678ufXH01301lJol6SdMhN31/am3ZZUU1PJb33BEL8gn9DQ0sgfz8DeW6A1SL8PQEgnNjt9oC5uQWC0hVX1Gi4fYX7Z9ln5V9qLvsH/7ZG54/PjarReAAAAADwhdL4BTEMwHPLd5j//fnAdrG5dYd5kl0d2l9sHgqEJDDMWfVIAgBAYCFJD1iMG1vAyyxI1LtLzFfYl0R90OImFwAAAHCP+AXgXeUT9eWT87s7VXKA8on68sn5RDeJ+scqVuJP0p8dDYGNGAYAhD6S9IBFuLEFLOSFRH1lVfPukKgPXtzkAgAAABURwwCss3yH3W3lfJUS9Z5Wzj/2rWlifkFS7eofDz5FDAMAQlukvycAhBpuaoEAV8MEf43d8FOC386NFgAAAAD/IoYBBIbdnaQeB5y3GVsv/dkW42ZwYntpnYvn1w+ad/H/f4kzHbogqbZGphZXfaIAAMBrqKQHvIAl7QE/qG6y/YornMYc+6Zmf1+rXU1/w28vJeglxSfw/Dd/4ZPoAAAACGfEMADfO1+Fv2+7O11MzJe2sowz1TjZoHmXEvSSpi/NdLs7FfWBjRgGAIQukvRADXBTC/hZZYn60sS8yX6WJ+pLE/M31Gx5fHgfN7kAAAAIJyTmAf9zl6g/b7dXKZFvKrF9heR8WSTqgxsxDAAITSTpgWrixhYIMK4S8G4S8+VZkqivYmKeanr/4iYXAAAAoY74BRBYyifiyyfnd3Qx//vqspr+zjKtEq4S9XXK/IfARgwDAEJPjZL0EyZMkGEYmjVrlmNb06ZN9fbbbysjI0NnzpzRmjVr1KFDB7fH2bhxowzDqNA+/PBDxz6HDh1yuc/rr7/u2Oftt9+u0L9161ZXpwSqjRtbIICVrZj34JnzXknUe1g1T6Lev7jJBQAAQCgihgEErtLEvCeV88YZmSfm732l0vHTl2aaJuYXJ8VWez7wLWIYABBaIj0dmJCQoNGjRystLc1p+4oVK1RcXKxhw4YpNzdX48eP1/r169W5c2cVFBS4PNYdd9yhqKgox9eXXXaZ0tLS9I9//MOxrU+fPqpVq5bj665du2r9+vVO+0jSmjVr9PDDDzu+Lioq8vQlApLETS0AtxwJ/isS/DsRAAAAAGGPGAYQ/HZ0sav3nooxhrMjfvrDr90MvvcV6T2T4oEqPNh+cVKs7k/Nq3ySAACgxjyqpI+JidHixYs1atQonTx50rG9Y8eO6tevn8aMGSO73a4DBw7oiSeeUP369XXfffeZHu/kyZPKzs52tMTERBUUFDgl4HNycpz2ufXWW/XNN99o06ZNTscqLCx02q/s/MqLiopSbGysUwMklrQHwlF1q+mPfWN3GmM/7PnPC6rp/YtPogMAACCYEcMAQtvZEWUS9JIKbJUMKF9Rb5xxStD/fslXbodTUR/YiGEAQOjwKEk/d+5crV69Whs2bHDaHh0dLUk6d+6cY1tJSYmKioo0YMCAKh9/5MiReu+990wr72vXrq0HHnhAf/3rXyv0DRo0SNnZ2fr66681f/58XX755abnmThxonJzcx0tIyOjynNEaOKmFghvlSXqSxPzNV0e3xUS9f7FTS4AAACCCYl5ILTt6GKvkJwvq0qJ+nLJ+bJI1Ac3YhgAEBqqnaS/55571KtXL02cWDGZsH//fh0+fFgpKSlq1KiRateureeee05xcXGKi4ur0vH79Omjbt266a233jLd57bbblOjRo30zjvvOG1fs2aN7r//ft1www367W9/qz59+ug///mP01L6ZaWkpKhBgwaO1rJlyyrNEaGFG1sAZblKwFc1MV+Tanr4Hze5AAAACHTELwCUcpWo/+bMpVYZV4n6v+jPjobARgwDAIJftZ5J36pVK7366qsaPHiwCgsLK/SfP39ed955pxYsWKCTJ0/q/PnzWr9+vT766KMqn2PkyJH68ssvtX37drf7rFmzRpmZmU7bly1b5vjznj17ZLfbdeTIEd1yyy1avnx5heMUFRXxzPowxk0tADM1qZS3H7YrwcPn08cnTNRBOzdZ/nQwNUXxSaxqAAAAgMBCDAMIP3vtdnVOcB9fKLBJ3+e77vtm6BvqsOpxt+N/v+QrtRqe6rLvl0l/0X9TH6vSXOEfxDAAILhVq5K+d+/eatasmXbs2KHi4mIVFxdr0KBBeuqpp1RcXKyIiAjt3LlTPXv2VMOGDRUXF6chQ4bosssu06FDhyo9ft26dXXvvfe6raJv06aNbrrpJrf7lMrKytKRI0fUsWPH6rxMhDg+dQ4gkLHsPQAAAIBSxDCA8LbXzd//vXa7237pYqLeVJM3LjY3fpn0F7f9AADAc9VK0m/YsEFdu3ZVjx49HG379u1avHixevTooZKSEse+ubm5ysnJUYcOHZSQkKCVK1dWevy7775b0dHR+tvf/ma6z8MPP6wffvhBq1evrvR4P/vZz9S6desKFfcIP/axYx0NAKzm6bL3u+tfbPAvlowDAACAP/FYPgBllU/El0/On9pfzUR9ueT8sbWH3Y4nUR/YiGEAQPCq1nL3+fn52rNnj9O2M2fO6Mcff3Rsv+uuu3T8+HF999136tatm1599VWtWLFC69atc4xZuHChMjIylJyc7HSskSNHasWKFTpx4oTL89tsNj388MNauHChLly44NQXExOjKVOm6F//+pcyMzN1xRVX6I9//KNycnJcLnWP8EBSHoC/VGfZ+/KJ+dxBE9XgY26y/Ikl4wAAAOBLJOQBuFNZxfyp/XY1uso8BvHN0DfUYYv5+GNrD6vV4CtM+1n6PrARwwCA4FStJH1VxMXFaebMmWrWrJkyMzP17rvvatq0aU77tGnTxqnqXpI6duyo6667TomJiabHvummm9S2bVv99a9/rdB34cIFdevWTb/+9a/VqFEjZWZmauPGjbrnnnuUn2/yYB6EpEoT8++8Iz30kC+mAgCmKquYJ1Hvf9zkAgAAwGok5wF4i8tEfdnYw1rPjnvs+g0//WmZZwcAAAAu2SQZ/p5EoIiNjVVubq4aNGigvLw8f08H1VTtqnkS9QB8oHw1fXWXsydR738k6hFs+J0WAMIDP+8rF8jXiOR89UVERKhnz57atWtXheIfBCe+p9ZolGBeUd+hkkR92Wr6S8n5Sw4+Z56ot9WK0hU3jdfh9TNlXCiqdJ7wPm/GLwL531BUXyB/PwN5boDVqvVMeiAQ/X/27j0+yvLO//87ARIFEhAtEEEOgWgVEEKGVilyaEGD7qpFCmI9lFLoV5f2h/TbVsAKXaupdZeDSutaKVJELW4Fv1VJBcqytmrLBEREESUcagxoAE1IhBCS3x9hJnO4D3Oee2Zezz6uB5n7nExN5rre9+e6I37W/FNPxfxaACCQ+4Db+6z5SJ43XzuWgBgAACBa99xzj1paWrRkyRLvsu7du2vlypWqqqpSfX29NmzYoIEDB1oeZ8uWLWppaQlqL730kneb/fv3G27z2GOPebdZuXJl0Po33ngj9t84HIdnzQNIpg+vtl7/0asH9NG4zYYBvSQVPjQlDlcFAEBmIqRHSqosL/O2qBDUA0hjhUdeUeGRV5J9GSkv6r81AAAgqVwul2bNmqWdO3f6LV+/fr0KCwt1ww03qLi4WAcPHtSmTZvUsWNH02NNmjRJPXv29LZBgwapqalJzz//vHebESNG+G0zfvx4SfLbRpI2bNjgt921114bw+8aTuIJ5gnnASTCZza/a4yC+o++2tbsENQ7F+MXAJBaCOmRUmISzANAgjW9E91gXLjV9IHhPEF99PjbAwBAaurUqZPWrFmjmTNn6vjx497lRUVFuvLKK3XnnXfK7XZr7969uuuuu9S5c2dNmzbN9HjHjx/XkSNHvG3ChAlqaGjwC+Bramr8tvmXf/kXffjhh9q6davfsU6dOuW3ne/1IfURzANIplCCerNg/qP1A2yPT1DvXIxfAEDqaJ/sCwDs2H2w6PYvvXTsparIT/DUUzyfHkDcNb3jVvvB5s+Fs1M7dp7l8+ntgvjCI6+osgfVWdGoLC/j+fQAAKSY5cuX6+WXX9bmzZt17733epfn5uZKkk6ePOld1tzcrMbGRo0aNUorVqwI6fgzZszQc889p4aGBsP1HTp00K233qrFixcHrRs7dqyOHDmizz77TFu3btWCBQv06aefmp4rJyfHe91S6/M7ff9FsKT8jK5pnbEhO/uzxJ0zQ2RnZ/v9i9THexpfWSa/+z4/e9PYuRpjum/V+mH68i07jVdObm49frsc//OdfR24HIm3f+N/6vJJi6I6Bp8z0ouT308nXhOQKFmSWpJ9EU6Rl5en2tpa5efnq66uLtmXk/HCvesvqqBeIqgHkBDRBPWSgoL6cKvkCeqjR1APp+MzLQC0mjp1qhYsWKARI0bo1KlT2rJli9566y3dfffdat++vT744AP94x//0Pe//33V19dr7ty5+uUvf6k///nPKi0ttT3+iBEj9I9//ENf+cpXtG3bNsNtvvWtb+mZZ55Rnz59VF1d7V0+ZcoUnThxQgcPHlT//v11//33q3379iopKVFjY6PhsRYuXKhFixZF9LMAAAAAnIwxDGQiQnofDGg6QzRT8hDUA0gF0Qb1w/5wVVT7E9RHh5AeTsdnWgCQevfuLbfbrauvvlpvv/22JPmF9JI0fPhwrVixQsOGDVNTU5M2bdqk5ubW6sDrrrvO9hyPP/64Ro4cqcsvv9x0m/LycjU2Nur666+3PFbPnj118OBB3XzzzVq3bp3hNkaV9FVVVerVqxe/700k5Gd0jUmlqaSt8z+LzzkzVHZ2toYOHaqdO3d6/1tFauM9dYYeA8wr6iXpyy/ssFz/du8XJbVW0PcdN1sHtzymljPGN5whsaKppudzRnpx8vvpuTbGMJCJmO4ejhCrZ+Uw9T2AdNb2bPu7k3L+ws9bp3Gt7NIxKed3Cqa9BwDA+UpKStSjRw9VVFR4l7Vv316jR4/W7NmzlZubq+3bt6u4uFj5+fnKyclRTU2N3nzzzZCeIX7uuefq5ptv1n333We6TZ8+fTR+/HhNmjTJ9niHDx/WwYMHVVRUZLpNYzJtGbMAAMDySURBVGOjYZV9XV0dA5o2Yv0z8h3DKHzUvPaF0DE+mpub+dmmGd7T5Kr+YIt6FvkXE/TymVCmbrp1jV///derss9/e1+3nGnUvAndvK8fLD8cmwtF2HY+Pz/q8Qs+Z6QX3k/AWXjgD5KmsrzM25zgosce00WPPZbsywCQAdrC9tC3993HPWhJVOcPd4r8ws8bvAG953Wmc8rfLgAAYGzz5s0aPHiwhg0b5m3btm3TmjVrNGzYML8wqLa2VjU1NRo4cKBcLpdefPFF2+NPmTJFubm5evrpp023mT59uj755BO9/PLLtsfr1q2bLrroIr8p8eEskYxhuBaeF7xwiKutAYBDHP7ArV6l8jZfLSvNbyDzKDw0Wf8+qYckef/1mF/aM2bXifAxfgEAzkUlPRIqER8Kwq2mDwzmL3K59M8QKicAIBpN77gtp723C/Ldg5bItTvyivrCI69YTntvF8QXft6Q8RX1AADAuU6cOKHdu3f7Lauvr9fRo0e9yydPnqxPP/1Uhw4d0pAhQ7Rs2TKtX79eGzdu9O6zatUqVVVVaf78+X7HmjFjhtavX69jx44Znj8rK0vTp0/XqlWrdObMGb91nTp10qJFi/THP/5R1dXV6tevnx588EHV1NSYTnWP5AhlDKPyB2tV+OgU0/WuhefJ/cIA45VDXNIuxh8AOF/LyiJlTf/AeOVwT4hvfuPa/NKeVNQnETMCAoAzEdIj7pJxt55dUG9XMU9QDyARjIL6cKrs4xHUUyUfOjq5AACktoKCAi1evFg9evRQdXW1fv/73+v+++/326ZPnz5BUzAXFRXpqquu0oQJE0yPPX78ePXt21e/+93vgtadOXNGQ4YM0e23366uXbuqurpaW7Zs0dSpU3XixInYfHOIWCzHMCp/sFaSZHwrx1kE9QAcouJRt0p+YF5MEBTUD/evsP/vrXfqd/q26f5GQX3hx21l+5UXlod5xQgHYxgA4DxZkqwfKpNB8vLyVFtbq/z8fJ7LESWnTKMTGNSHM509IT2AVBFNUC9JOmdsxLtSTS86uXAcPtMCQGbg9729cH5G0Y5j+FbTe8J5X8fG2XxmJKi3lZ2dreLiYu3YsYPnl6cJ3lNnsgrqJSnrUePledl5qi2u1Xfz1+iLutOm+z/3u2Gm6wjq4yuc8Qs+Z6QXJ7+fTr42IN6opEdMOSWc9+j2L73UKcLwhGp6AOnuwKTXJEn9Xhkb8TGY9h4AAACpLFbjGEbBvK9uW8qsg3oq6gE4hFFFfcX9m3xejY/ouM+tPTtbjMWkMYUfl5oG9atLO0mSbiuvj+j8oJoeAJyGSnof3LETGacF84EiDek9COoBpIJwquk94byvfq/8LKrzRxLUF9ae27pv/hdRndsJ6OTCSfhMCwCZgd/39qx+RskaywgM6l25W71fu92dEn05KYWq6/TDe+pwn31musrVNTio91TS5+/I13XDH/Eu94bzvk6Msjy1b1DvCed9EdRHJ5QxDD5npBcnv59OvjYg3qikR8ScHs571JeXRR3UA4DT2T2f3iiY91t/7f1RB/Wh8oTzvq9TPajnbnQAAABnc8oYRrctZSosHWm4zuWqJ6gHkBLcn20yDOo9nnNPlypN5sWXpM5/tQzqCz8u1c+/az2OAQBAqstO9gUg9VSWlzmmcxuq+iiu9yKX9XOYAMAp3IOWBC07MOk124A+Fgo/b7BeX3uut5mtBwAAAGLp7RcW+f2bClwuqkMBOETXrpar3Z9tMl4+RnovlOHUzn8NXvbdY23NglF1PUKXamP7AJCuqKRHSDL9DzfPpweQKtyDluiCSyK7uSjaanqj59NnUvhONT0AAIAzOH0Mo7L8ddNqesm4or7kD22f8SumMj4BIEG6drWc9t792SZ1Gt9aUZ+dJ6m2bd17U36gS9daVNNLrUH9lMsMVy3UIP1cu8O7XoSMMQwASD4q6WEpFavmzURTTS9RUQ8gMxy49v6o9i/8vMG2at503wwK9AEAABB7qTSGUVn+uuV6l6teJX9weZuvwNcAkBRdu9pW27835Qem61ra/UAt7czX26GaHgCQ6gjpEcTTqU2Vjm04Ig3qezS2NgBIBTXvR1dZE2lQf3z8/To+PsqQP8KgvrC2twpre0d17lhIx7+dAAAATpd+Yxg1Z5s5gnoACRMYxAeE8/U2s48GBvWB4XzLH79huu9CDQpe9p/XeRuik15/OwEg9TDdPbz4oxwsMJh3Xe6S+22mlQPgfDXvuyOe9j5cgcH88W/M0Xmblybk3IHBfGFtb1Xmf5SQc5thyjgAAID4S4cxjOBp7/2D+ayH/6iWH99kun/JH1xMfQ8gMWwq5uvdbuWNG2e6/r0pP9CX/xjZqRdqkPSf/QzXFe6eospBayM7MCQxhgEAyUQlPdLwjnNrdtX0nqp5s8p51+XcrQ4g/dlV03uq5s0q549/Y07E57arpvdUzZtVzlNRDwAAkJ7Scea/1mnvzSvnsx62TrWoqAfgFPVbtwYvu/VWb7NiVE3/P2e+4W1WCndPMV03srSfRpb2s9wfjGEAQLIQ0meodOzYhsMoqGdKewDpJh7T3sdiSvtQGAX14UxpT1APAACQPjJ5/EIyDuqzht3mbQDgJPVTpxoG8xXr7IN6s2D+f+YMsNw3MKgPDOcJ6u1l8t9ZAEgWprvPMPyxbVNfXqbCr0c2lQ/T3gNIFdFOe3/g2vvVJcIbmKKd9r41qD8/iv2TP/U9AAAAIpcpYxiV5XtVWHqx5TZZD/9RWrPecJ3r/WVyX/L/xeHKACBBDthv8j9zBmjs0n2m6wt3T1HPH/3DdP3I0n56vTyEEwEAkCBU0meATK+ajxemvQeQKiKtqK953x11NX6k097XfW2O6r4W2b5Owt9eAACA8GXiGEZl+V6LtYPPNnOu95fF9HoAIGJ33WW6Kqia/oD8AvoxS60PbVhRf+2AtmbDqKK+sHS4t2W6TPvbCwDJRkifxjKxUxuuyr9E9/MhqAeQjgLD+X37EzdzSGA4X/e16KbvjGTa+8KKKd4WC/wtBgAAsEeBgVFQHxDOf/tey/0J6gGkgop1twaF875CCupNgvnD702zPf/I0n6mwTxBPWMYAJBIhPRpKNM7teGKNqgHgFRgVxHvCebNtosmqLerpvcE82aV84kI6s2CeYJ6AACA+CGYD9Ya1FtUzhPUA0gFc+YYL/O0CI1Zah/iWwX1h9dN0+F11kE+QT1jGACQKDyTPk3whzN5eD49gFRh9Hz6aKezD5XR8+nDmc6+7mu3Ke9vqyM+v9Hz6UMN4AsrpqiyZG3E5/aoLC9TYem8qI8DAACQ6hjDiNK375XW/MJ/2aOL2r5+7HhCLwcADFmE8RVj3CrZaj5D6Zil0tY5/q99tbwiZV1rfurD701Tz0ufbXsdGMyvu0b65p9N9y8sHa7K8u0By672fl1Z/qr5ydPE2y8sSvYlAEDay5LUkuyLcIq8vDzV1tYqPz9fdXV1yb6ckNCxjZ3Cr0cXnBDUA8gEA/pH95iP9iejO380Qb0k6YOREe8ai6CekB6JkIqfaQEA4UvF3/eJHsPIapejfuPn6sCmxWo505jQc0ersHSS/UZXmNfeuNMwqM/OzlZxcbF27Nih5ubmZF8OYoD3NL1E8n5aBfWhsArqJUl7bNZbBPWtLjBdk+5BvedvaCp9zoA5J39udPK1AfHGdPcpiOng4oPn0wOAvUinvd+3353QZ9sH+uuk2/TXSVFOmx+Lqe/H7Yv+GAAAACmGMYzwVZa/YLnOar0kuWafF+tLAoCYqxgTPE7wzo/amp2WVwyW/aOt2Vp3TfCyt69paxZ8K+uD112mwtLLQrgAYwtLP9LC0o/sNwQApDSmu08hdGjjr/IvZRFV1HsC/mPmN1cCQEYKDObfr3brkoLIb2oKd9r7wGD+rz8doFEPJT4oL3zIJ+Aft0/aMiDh1wAAAJBIjGFEr7L8Bb+K+sBgvnLRWhUuMr+R1DX7vKCKetcHbdM/u4usn8sMAIlQMcatXJfxOME7P5IG/6f1/i2vyLTgvaVWysq3uYB110hmXfS3S6TLK0x3LSy92q+iPjCYLyy9TJXl79pcQJvAYH5h6Uf6eXnvkPePh7dfWKT+E0K4YwIAEDZC+hRAx9a5Aqvvu9Vs1LELJiTpagAgMfbtd1tOe29XMR/voN6uYj6aoD7c59P7hfO+COoBAEAaYvwi9uwq5kMJ6vX//dp43QfPEtQDcDyroP7Ds9nxwFXm+1sF9Wf6tf7bzuoCQgjqJfOq91CCequqeScE9ZXlZTy+DwDigJDeoejYJo9dNb3dtPgE9QAygVFQH8509vEI6qOdzj5UdkG9aTAfiKAeAACkCcYwnOmBN1uftbzg/zPfhqAegBOccptX00vBQf2HAYXdH94RXlDvCee9r89I7aySeqOg/tmStq+nvWixs3FQX/jTtrGD27TYcn8nIKgHgNjLktSS7Itwiry8PNXW1io/P191dXVJuQY6ts4RGNSH+8x6gnoAsBdNUC9JO3tEvm+0094HBvUhh/O+COkRB074TAsAiD8n/L53+hhGVrsc9Rs/Vwc2LVbLmcZkX05c+VbTe8J5Xwuetf7smwpBfXZ2toqLi7Vjxw41Nzcn+3IQA7yn6SUW76dVUC9J59jsbxXUS1Lz5dbrLYN6Sdptsc4mqJckDR1suuq2ndZBfaKr6Y3+hhLSpy4nfG404+RrA+KNSnoHcHqnNlOFG8oHoqIeAOLn/eqzVfs9Ig/5o30+fWHFFGlTxLu3opoeAACkIMYxnKdy0Vo9W9rFdP0D0wZYBvVU1ANwAqOK+lPutln7zrEJ8Q0r6v/D5+vfR3ZdNRe1/nuBVUj/7A3mQf0bN7T++3/Mfw+vHjrXMqh3wrT3AIDYIqRPIjq1MOP6uPUDp/vC0KeOBoBUFO60995w/qxz3nLr5LAkBPU/Phusb4quGl8SQT0AAEgJjGGkPsOg/o93tX19z/HEXhAAGPAN5QN97narSyhB/RDjddm3S80WQX3gtPeecN77ulS6oNzi5IFBvSec93h8QNhB/er/nOv9+ucyf/SeGd/n3Uca8lNBDwDxwXT3PhI1rQYd28wSTjW9J5z3RVAPIBNYBfWBwbyRaIL6sEL6HxuE6dfEIKiXCOoRM0wVBwCZIRG/71N9/CKTprv3sKqm91gw+RrTdW4HB/VMjZ5+eE/TSyLfT7Og/vOzAX/JdOsxAqugXpKO97NebxnUS5LN/lZBvSTpdvNVlYPsg3rfYD5QqEG9528o/cr04ORxAidfGxBv2cm+gExRWV7mbcgs3Wo2Wq53fezyNrP1AJDujIL496vdIQX00frrT23C8R8PaGtG/hyjcH1cjMJ+AACAKDF+kbqmlX9uum6B7tIC3WW6XpJcvzzPdN05LpftVNMAkAifB1Tbf+52+y2rWGk9lpBtEIJ/VNzW7NSUBi9rqW1rEXtuQGuzULh7ivm6dVNUuM58vWQd4HuPUzpPl09aZLsdACA6VNL7iMcdO3Rq4RFYUR9u+E5FPQBYi6aaXjKoqDcL5c3EoqKeanrEAHehA0BmYAzDXiZW0nv4VtQbBvOTrT+7+lbUGwXzJy2mo44Xqq7TD+9penHi+2lXUX9ol/m6TiFMLHK+RVF71uU2O/tW0xsF869Y/572rag3CuZv+y/z59tLwRX1t5S2vX5Tt9GvTDNOfj+dfG1AvPFM+jhIt04tYqNbzUYVNkb+/B7Xxy6CegCwEJPn00czjvDnAVEH9X9tkkbx6QwAACQY4xjpZ1r559bPEP7vAZZBveuX5+md/za/gfQclyspQT0AxIKn0v5LFrOD1J9nHtQfOjvpyPn/ZX6OlrdtgvrHB0hdLdZfO8AyqC/cPUXaa7776u/PtQzqF5Z+pA90heG6K7Rau21mXmlVIakkhO0AAEYYBo4hOrVwqpyzHzgb6UADSHORBvXnvHX29+PlyZm+868b2wZACeoBAEAiMIYBw6B+S3IuBQDioWKl26+aPnAa/E/d7rCC+kMBTwTZ8X2pOMyg3j287WtXpfm+koyD+m6+N1BZFwoYBfWrV0/2fn3FbfZT3xurCPiaoB4AIsF09z4inVaDji3CEU01vRTetPc5Bh8yCeoBpLtwQnpvOO/DFW1QH0Y1vW84H4igHpFiqjgAyAyR/L7PtPGLTJ7u3sOymt7jfPPPr+8ctX4cUyKr6Z04lTaiw3uaXlL5/bQK6iXpqM3+VkG9JFV8x3ydbVAvSW9arQthDGLUIdNVZkF9x7wO2lw7NeBzRoXhtoT0zufkcQInXxsQbwz/Rsz3j5/Fw2eAAJU5ZXGd9t4omAeATGJXTW8UzPtyv+2OLqi3mfbeKpgHAACIh0wL59GmsrzMNKj3/P+i8NuRH59p7wGkA6OK+k99frdl24y3GlXUV5T4/m40399daB7UT/xy678brEL6KwaYB/XfOjv+UB3NNCn/K8nupguq6QEgEoT0YYnuObOARzyC+lDD+RyXi2p6AGnPKKi3C+d9xSOoDzecZ9p7AAAQLcJ5SMFBfeD/LyrXrFXht6cY7jv4/H2G1fSD1z7n/ZoRBgDp4FOL8dJmtzukoL7Z7Bi73NKQ0IN6Tzjvff0dacNTFicPDOq/FfB7u2CcaVD/5ureQdX0bz5zgfLat7M4IQAgFhj6DYl1OF9YOkWV5VTTIzyxCOrfvj6yfQnqAWSCcEJ5I7EI6v+aHdUlENQDAICIEM4jUDT/nxh8/j7pN9tM17sqP5S7cGDExweAVGAV1JuG875CCOp/lmO+e0hB/UX2l2HkzdW9pXYnjVeu+FSacr79QZ7cJX1vSGQXAAAZKsqh43S2z6fZKyw1vuMYiIfKnDJV5jDoAgBO5X7bLffbsbkZ6q9NMTkMAABId0+c09aAMFWuMS4+qVyz1nRdKDq7XOrMY/kApInAML7Z7Q4toPfYFbxtyZfbmp2J3zFYeLNPs1Iwznh5y7jWZuWZT8zXPZnT2qTWoB4AEDJCekM7k30ByBDhBu2B4XznKO6E59n1AGAv3KA9MJyPtpofAADA1iME84i9wHC+Mn+/5fauyg/9XgeG8wT1ANKFJ5gPK5z3tcttGsy/Umi/+8TvyDyY/1oY1xEYzjdNtN4+MKj3DecBABEhpI8hqukRCbug3hPMx6NynqAeAOzZBfWeYN5su1gE9VTTAwCAcBQe+nmyLwEpyBPMm1bVhxDUW1XOE9QDgD2roH7tx60tYgXjrCvnQwnq7cJ5qukBIGSE9DFGUI9IGAXwoQbz0VTTAwBCYxTAx3JK+1AQ1AMAgHAQ1CMejIL6AVOavc0OQT0ASBXPW48lBAb1geF83TGLnY2q6fv4NDtGQf15E9taKAjqASAk7ZN9AQBaRVMp37m8TCdK50W0b47LpcZIp2cCgAwSTSB/zltunRzGgCQAAEiswkM/V2Wfhcm+DKSZyvz9mlDa13DddXpGL+sWy/07u1w6wTgEgAxX8bxbJd8yHyd4pVA68dcID/41Sf80WXeFpDdt9m+aKF2QJ6lW6nqTdMZnXa8hUhUhPADEApX0hoZGtTfV9Eg1THsPAPEXi2nv3QxmAgCAQD88abmainok2nV6xnTdiVOtDQBgXFFf8bzb26yYVdO3vN7aLF1hsW742Wal1xCbDST9P/tNACDTEdKbGhDV3gT1SLRIp73vXF7GlPkA4GDnvOX2NomgHgAAGJhlENQf293WgBjbWH7Qcn1gUB8Uzg+hWAAAJP9QPjCYf7869P5/YDjfYlZJ7xEY1AeG871t9jcK6rsPaWsSQT0A2CCkt0RQj9QSTtgeGM53q9kYj0sCAPgItZo+MJgPRFAPAACCzDppGswXvsX4BGIvlKDesnKeoB4AolJ3zLpyPqSgPpTKeTO9hgQH84EI6gHAFM+kj5PK8rXJvgQgiF2I361mo45dMCFBVwMAmcns+fSxmA4fAADATOFbU1Q5jLEKxNbG8oNBz6efqqqoj3vp+a2fl987ymdkAJnt/Wq3LilwBS3zKJH1DU8t/5SyLgpY9rW2r7O22FxAb0kB92QdvrLt657/a7O/1BrUXx/CdgCQYQjpbQ2QtC/krQnnkWydy8t0onRe0LJQEdQDQPzF6vn0LhfVRwAAwMc9A6Rfmo9hENQjHjaWH9STpcZDjC/kPqxJp35svvMQl7Sr7bOxJ5z3fU1QDyDTWU17X9HFrZLP7YN63WyyblwIQf1F0mGT6e8Pjw4xqAcABGG6+5BYT3tfWb7W2wAn8ExlH+nz5pn6HgBSA9PeAwCAIPdYj2Ew9T0S7YXch603GOLSpee7ggJ6D7PlAIBWFV2sQ3yr9VJrUG/mo69Knw+2Pv/h0dbrJclt9ugTAMhghPQhC+7kEswDwbrVbCTkBwAAAIBkMgjqK4et9TYg1r5X3mS53iiod+X+0dvsGAX1JVtd3gYAmS4wiA8M5ys2hBfUf/RV/9fndrU+v1FQ776mrUkE9QAQKKqQ/p577lFLS4uWLFniXda9e3etXLlSVVVVqq+v14YNGzRw4EDL42zZskUtLS1B7aWXXvJus3DhwqD11dXVQcdauHChqqqq1NDQoC1btuiyyy6L5lsMMICqeWSMcIP2wHCeoB4AEoNqegAAYOieAQTzSKhQgnqzYL5Tf/ug/pJuYyRJxX8bExTME9QDQFswb1Y5H0pQ//lg88r5UIL6wGA+EEE9ALSJOKR3uVyaNWuWdu7c6bd8/fr1Kiws1A033KDi4mIdPHhQmzZtUseOHU2PNWnSJPXs2dPbBg0apKamJj3//PN+273zzjt+2w0ZMsRv/U9+8hPNnTtXs2fP1ogRI3T48GFt3LhRnTt3jvTbBDKaXdDuCebNtiOoB4DEIKgHAACAk32vvMk2xLcK6jvduE89b9lpul6yDurLS1wqLyHIBwCjoL5ig9vbItWjqLWFgqAeAFpFFNJ36tRJa9as0cyZM3X8+HHv8qKiIl155ZW688475Xa7tXfvXt11113q3Lmzpk2bZnq848eP68iRI942YcIENTQ0BIX0TU1NftvV1NT4rZ8zZ44eeOABrVu3Trt379Ydd9yhjh076pZbbjE8b05OjvLy8vyancLSebbbAOnEKGgPZ0p7gnoAAAAASA7GMJBogUF8YDhfWb7Xcv/AoL7TjfvU6cZ9IZ8/MKgPDOcJ6gHAP5QPDOY/sCkCCKymDwznS3rH6CIBIANEFNIvX75cL7/8sjZv3uy3PDc3V5J08uRJ77Lm5mY1NjZq1KhRIR9/xowZeu6559TQ0OC3vKioSFVVVaqsrNSzzz6r/v37e9f1799fBQUFevXVV73LGhsbtXXrVo0cOdLwPPPmzVNtba23VVVVhXR9dHKRaXwr5iMJ3QnqASD+qKYHAABGGMNAonmCebPK+VCCeqtwPv9Z+4p6q8p5gnoAsBZKUG9VOR9KUM8IBgBEENJPnTpVw4cP17x5wZ28PXv26MCBAyorK1PXrl3VoUMH/fSnP1VBQYEKCgpCOv6IESM0ZMgQPfnkk37L//73v+v222/XNddco5kzZ6pnz556/fXX1a1bN0lSz549JUlHjhzx2+/IkSPedYHKysqUn5/vbb169QrpGgEkTqQ3BgBAJiKoBwAAQCowCuory/d6m52s3wcH+Fk/etHbIvWHEpf+QIgPANq3dWvQsg/cbm+zYxjU5/o0EdQDQFghfe/evbVs2TLdeuutOnUq+MEhTU1Nuummm3TxxRfr+PHjamho0NixY/XKK6/ozJkzIZ1jxowZ2rVrl7Zt2+a3vLy8XC+88ILeeecdbd68Wdddd50k6Y477vDbrqWlxe91VlZW0DKPxsZG1dXV+bVQcSc6EJ5wg/bAcJ6gHgBCQ1APAAACMYYBJ/IN5QOD+cqH1trun/X7fabB/L1Z1kF9YDV9YDhPUA8ArfZt3WoYzIfy/PqS3goK5gMxggEgk4UV0peUlKhHjx6qqKjQ6dOndfr0aY0dO1Y//OEPdfr0aWVnZ2v79u0qLi5Wly5dVFBQoIkTJ+r888/X/v37bY9/7rnn6uabbw6qojfS0NCgXbt2qaiodU6Vw4cPS1JQ1Xz37t2DqutjhU4uEB67oN1uSn2CegAIDUE9AAAIxBgGUo1VUF/50FrbID+UoN6qcp6gHgCsWQX1Rs+7N8MIBoBMFVZIv3nzZg0ePFjDhg3ztm3btmnNmjUaNmyYmpubvdvW1taqpqZGAwcOlMvl0osv2k81NWXKFOXm5urpp5+23TYnJ0eXXnqpqqurJUn79+9XdXW1JkyY4N2mQ4cOGjNmjF5//fVwvs2w0MkFwmMUtDOlPQAAAAAACGQUxL/983Vt68vftdzfKKhvl/W4t9kxCupLTrm8DQAyXWAQHxTOU0QAAKbah7PxiRMntHv3br9l9fX1Onr0qHf55MmT9emnn+rQoUMaMmSIli1bpvXr12vjxrYAbtWqVaqqqtL8+fP9jjVjxgytX79ex44dCzr3ww8/rD/96U86dOiQunfvrnvvvVf5+flatWqVd5ulS5dq/vz5+uCDD/TBBx9o/vz5amho0DPPPBPOtwkgzqIJ5LvVbNSxCybYbwgAGc7tdsvlYuAQAAC0KSydp8rysmRfBhAWT1Cf1S5H0tzg9eXvqrD0MtP97816UWWqNlzXLetxHWv5P5bn/0OJS78yqf8pOeVSRS4BFIDMZlsx73ZLNuMTjGEAyERhVdKHoqCgQKtXr9aePXv0yCOPaPXq1Zo2bZrfNn369FFBQYHfsqKiIl111VVasWKF4XF79+6tZ599Vu+//75eeOEFNTY26oorrtChQ4e82/zqV7/S0qVL9etf/1put1u9evXS1VdfrRMnTsT62/RDNT2QWFTdA0BomPYeAAAEYgwDmaSy/F3bavtuFhX1D2dt1sNZmy33p6IeAEJgND7hdrc1MYYBIPNkSWpJ9kU4RV5enmpra5Wfn6+6urqw9+dudCCxIqmod33Q2nl2F/GhD0Dm4G70zBLtZ1oAQGpgDMNeVrsc9Rs/Vwc2LVbLmcZkXw6iZPd++lbTGwXzfyg9z/L4vhX1RsF8y9++Ybl/YEV9ye62z+AVgxiDMJKdna3i4mLt2LHD7zGqSE28n+klme8nYxix5+RxAidfGxBvMa+kz2TcjQ44l+sDlzeg97wGgEzB3egAgEx3zz33qKWlRUuWLPEu6969u1auXKmqqirV19drw4YNGjhwoOVxtmzZopaWlqD20ksvebdZuHBh0Prq6uCpthcuXKiqqio1NDRoy5Ytuuwy8+m644ExDKQbT9W8WeX81PLjlvt3y3rcsnI+62v2FfUlu9ua37rdjEEAQKgYwwCQKQjpAaQsu2nvPcG8WSBPUA8AAACkP5fLpVmzZmnnzp1+y9evX6/CwkLdcMMNKi4u1sGDB7Vp0yZ17NjR9FiTJk1Sz549vW3QoEFqamrS888/77fdO++847fdkCFD/Nb/5Cc/0dy5czV79myNGDFChw8f1saNG9W5c+fYfeMAghgF9VPLj3ubHaOgPuv5fd4GAAAAhIqQPsa4Ex1ILKOg3iqYN9oWADIBd6IDADJRp06dtGbNGs2cOVPHj7cFcEVFRbryyit15513yu12a+/evbrrrrvUuXNnTZs2zfR4x48f15EjR7xtwoQJamhoCArpm5qa/LarqanxWz9nzhw98MADWrdunXbv3q077rhDHTt21C233BLbH4ANxjCQiXxD+cBgvrL8H7b7Z31ts2kwn7XDPKinmh4AQscYBoBM0D7ZF5COCkvnZcSz3QCn6FazUYXHIx9ccn3g4hn1ADKC2+3m2W4AgIyyfPlyvfzyy9q8ebPuvfde7/Lc3FxJ0smTJ73Lmpub1djYqFGjRmnFihUhHX/GjBl67rnn1NDQ4Le8qKhIVVVVOnXqlP7+979r/vz52r9/vySpf//+Kigo0KuvvurdvrGxUVu3btXIkSP1xBNPGJ4rJyfHe91S6/M7ff+N1NBvPai3X1gU1TGcKqtdjt+/SG2Jej/3b3xLl08qMVn7r63/5O40WS+pg/l/kyV7x2nHl7dGfnFpJjs72+9fpDbez/TihPdz+/btGjNmTNLOn05i9bkxHpx4TUCiENLHCUE9kBmG5bSGXW81EvIDSA0E9QCATDF16lQNHz5cI0aMCFq3Z88eHThwQGVlZfr+97+v+vp6zZ07VwUFBSooKAjp+CNGjNCQIUM0Y8YMv+V///vfdfvtt2vv3r3q0aOH7r33Xr3++usaNGiQjh07pp49e0qSjhw54rffkSNH1LdvX9PzzZs3T4sWLQpaXlVVFdL1ZrK+42Yn+xIQQ4l4P2trTdeEsrfl2uJwLyYDDB06NNmXgBji/UwvyX4/a81/ISMCfG4EnIWQPo4I6oHEqTyvLKHV9J5w3vc1QT2AVEFQDwBId71799ayZct09dVX69SpU0Hrm5qadNNNN2nFihU6fvy4mpqatGnTJr3yyishn2PGjBnatWuXtm3b5re8vLzc+/U777yjN954Q/v27dMdd9yhJUuWeNe1tLT47ZeVlRW0zFdZWZkWL17sfZ2Xl6eqqir16tVLdXV1IV+3lXSrqM9ql6O+42br4JbH1HKmMdmXgygl4/28fNIi85V3WVTTS9JM82Bray3V9FJrhe7QoUO1c+dONTc3J/tyECXez/TitPeTivroxONzY6x4rg3IRIT0ANJGvIP6wGDeaD1BPQAAAJB8JSUl6tGjhyoqKrzL2rdvr9GjR2v27NnKzc3V9u3bVVxcrPz8fOXk5KimpkZvvvlmSM9APffcc3XzzTfrvvvus922oaFBu3btUlFRkSTp8OHDkqSePXt6v5ak7t27B1XX+2psbFRjY3AwWVdXF7PB1nQNslvONKbt95aJEvl+Wv639VChNCf4GfSVpWslSYXN5vsO7zxc7lrj3zXnDGodezi5O3PGF5qbmx0RAiI2eD/Ti1PeT6cFy6kqlp8bAUSPB8TEWWFp5IEhgMRzfRAcxA/LcdkG9ACQakIJIAAASFWbN2/W4MGDNWzYMG/btm2b1qxZo2HDhvkNNtfW1qqmpkYDBw6Uy+XSiy++aHv8KVOmKDc3V08//bTttjk5Obr00ktVXV0tSdq/f7+qq6s1YcIE7zYdOnTQmDFj9Prrr0fw3cYOYxiAv3BmyKwsXesN6CWpstJ6X1e+/zjDOYNc3oDe8xoA0IoxDADpiJA+AejkAolTeV70j5hwfeDyBvPhhvOE+QBSCZ1cAEC6OnHihHbv3u3X6uvrdfToUe3evVuSNHnyZI0ZM0b9+/fX9ddfr40bN2r9+vXauHGj9zirVq3Sgw8+GHT8GTNmaP369Tp27FjQuocfflijR49Wv3799JWvfEX//d//rfz8fK1atcq7zdKlSzV//nzdeOONGjRokJ566ik1NDTomWeeicNPA0DcLB0QFM77CiWoDwznfRHUA0AbxjAApBumu08Qnk8PJE400963hfyR31wT6bT3JT9o7XxXPMoHTgCJw/PpAQCZqqCgQIsXL1aPHj1UXV2t3//+97r//vv9tunTp0/QFK9FRUW66qqr/CrhffXu3VvPPvusLrjgAn366ad68803dcUVV+jQoUPebX71q1/p3HPP1a9//Wudd955+vvf/66rr75aJ06ciP03GibGLwB/leVlQQU4YVXYV5apsNB//59dvLjtxRdzI7quSwpaP8O/X80YAgAAQCrKktSS7Itwiry8PNXW1io/Pz9uz+WgowskRjghvVn1fZ8LIw/qwwnpPeG8L4J6AIlGUJ8+EvGZFgCQfPH+fZ8O4xdZ7XLUb/xcHdi0mGfSp4FUfz9XluaarptqE9T7Pp/eE877StWgPjs7W8XFxdqxY4cjnnmN6PB+phcnv5+MX4TPyeMETr42IN6Y7h5AWgpl2vvK88ostzv0ceSDUnbT3pf8wOVtZusBAAAAAED6+8O5iy3XnzPIpUsKXIYBvWQc3AMAAMDZCOkTjOfTA4ljFMB7gvlYPLvejlFQbxXMA0Ay8Ww3AADgi/ELILaml5+yXG8U1A9+cJ+32SGoB5ApGL8AkC4I6ZOAji6QOL6hfCTBfDTV9FJrUG9XNW+GMB9AotHRBQAAvhi/AGIrlKDeLJjPe5ygHgA8GL8AkA4I6QHARqRBffvdP1L73T+K6twE9QAAAACSiaAeiC2joH56+Slvs2IV1Oe9tk55r62L+voAAACQGIT0SUInF0hfgeF81g8J6gGkDu5GBwAAgRjDAGLLN5QPDOYrv7bWct/AoD4wnHd9+M/YXSgAOBjjFwBSHSF9EtHJBVKHXTW9J5g3q5yPNqgHgESiowsAAAAkTyhBvVXlPEE9gEzB+AWAVEZIDwAhMgrqYzGlfSiopgcAAACQTBQaAIllFNRXfm2tt9kxCupdnVzeBgAAgOQipE8yOrlAajn0cZlt1bwZpr0HkEq4Gx0AAARiDANILN9QPjCYr+y6x3Z/14f/NA3mCeoBpAvGLwCkKkJ6B6CTC2QOgnoAqYSOLgAACMQYBuAcVkH9D24+qh/cfNRyf4J6AOmC8QsAqYiQ3iHo5AKpo/K8C6LaP+Kg/hdnGwAAAAAkEWMYgHMEBvWB4fwPLn3Scn+CegDpgqAeQKohpAeACEQb1IclIJwv+ZwONIDEoZMLAAAAOFtl1z2WlfME9QAyBWMYAFIJIb2DcCc6kDlsq+l/IcvKeYJ6AAAAAMnEGAaQJu7a19oAAACQUIT0DkMnF0gdcZn2Powp7QnqASQKd6IDAAAjjGEAznF3+aeW64Oq6QPCedePz4vHZQFAwjGGASBVENIDQBRiEtTbVM1bIagHkCh0cgEAgBGCesA5QgrqLSrnCeoBpAvGMACkAkJ6B6KDC6SWSIP6yvMuSOyz7QN0c7nUzUXIDyB0dHIBAIARxjEA5zAK6u8u/9Tb7BgF9SWfu7wNAFIFYxgAnI6Q3qHo4ALpKzCc33+6LKrjhdtJDgznCeoBhINOLgAAAOBsvqF8YDBf+dO1tvu7fnyeaTBPUA8glTCGAcDJCOkdjKAeSB12FfGeYN5su3gH9Z5g3iyQJ6gHAAAAEA3GMIDUYRnUbznZ2iwQ1AMAAESPkB4AYsQogA9nSvt4BPXhTGlPUA8gVNyJDgAAjBDUA6kjKKgPCOezvrHbcn+CegCpgjEMAE5FSO9wdHCB1OJbMR/J8+ZjEdTbVc1bIagHECo6uQAAAEBqq/zpWsvKeYJ6AOmCMQwATkRInwII6gGEIutQibIOlST7MgBkEDq5AAAgEGMYQHoxCuprL2trAJAqGMMA4DSE9CmCTi6QOcKtpg8M5wtXRhfUU00PIBx0cgEAQCDGMIDUUVn+/2y3yfrGbtNgvqgXYwgAUgdjGACchJAeABzILqj3BPNmlfME9QAAAAAAIBRWQX1l+f+zDfIJ6gEAAMJHSJ9CuBMdyCxGQX04U9oT1ANIFO5EBwAAgRjDAFJLYBAfGM4f3WldTGAU1F/mcnkbADgFYxgAnIKQPsXQyQUyy/7TZbZV81YI6gEkCp1cAAAQiDEMILV4gvlQpsA3UtTLZRrME9QDcBLGMAA4ASF9CqKTCyARPm5qbQAQKjq5AAAgEGMYQPqwqqbvsnqfuqzeF9mBd+2S3norsn0BIEKMYQBINkL6FEUnF8gclQWTo9o/3Gr6wHD+5DDudgcQOjq5AAAgEGMYQPoKDOc7/so8qA+qpt+1y/81QT2ABGMMA0AyEdIDQAqId1DvCeapnAcAAAAAAGaO7izzBvORVM5f5nK1hvFmgTxBPQAAyBCE9CmMO9GBzBKPoD7UYJ5qegDh4E50AAAQiDEMIHMYVdN3rGlrtgjqASQQYxgAkoWQPsXRyQUySyyC+kir5gnqAYSDTi4AAAjEGAaQHiovX2u7Tcdf7TMN5l03fs/+JAT1ABKIMQwAyUBInwbo5AIIRWXB5KhDfgAIB51cAAAQiDEMID1YBfXf+Mnf9I2f/M1yf6ug/pKJ39MlE0MI8gEghhjDAJBohPRpgk4ukDnCDdoDw/kLN5VFfO5Iq+m71WxUt5qNEZ83aosWtTYACUcnFwAABGIMA0gPgUF9YDj/jQt+b7n/mH+Z7fc6MJy/pIAZ/QAkFmMYABKpfbIvAAAQvsqCySqs/m/L9fFycphL57wV2gfWwGC+W81GHbtgQjwuy1hgME9YDwAAAABAzFRevlYzS3uZrv/GBb/X5prbLY9RNGG21FJnuO6SApferyY0AwAA6YdK+jTCnehAZjEK4kOd0j6aano7nqp5s8r5uFfUe4J4szCekB5IOO5EBwAAgRjDADKHYUX9X1ZIW5cn/mIAwAZjGAAShZA+zdDJBTKLJ5SP5HnzsZ72Ppwp7eMS1FMlDzganVwAAAAgPf22vMp2m29c8PvWYN7TfFz4pnVYz7T3ABKNMQwAiUBIn4YI6gEkwslhLtuqeSsxCertquat9gOQcHRyAQCAL8YvgPRhFdRfoU90hT6x3D/vbyss1xPUA0g0xjAAxBshfZqiowsgFJFW01+4qSyuU+bbifTGAD8E9QAAAEDSMX4BpI/AoD4wnF8w5bjl/kZBfd7m17wNABKNoB5APBHSA0CGCydsj3U4H27QHhjOd5v9teguIMKgPiY3CQAZig4uAAAAkL5+W15lWTkfSlBvFsy73v0iZtcJAACQbIT0aYy70QHEgieYj1flvF3YbTelftRBfRiCbhIgqAciQlAPAAB8MX4BQJJU+5XWZsEqqG8a6lLT0CimxXe5WhsA+GAMA0C8ENKnOTq6AEJhFMAnckp7o7A7YdXqNtX0tjcJENQDEaGTCwAAfDF+AaSPGeWnLdcHVdPXlfiH841dLfcPDOoDw/mwg/rAcD6CoD7H5fI2AACAUBDSZwA6ugBC4Vsxn4znzfuG4WFPgx+Hae/DuQ6CegAAACB6jF8A6SOkoL6uxHyDEIJ6q8r5kIJ6q8r5EMJ2s2CeoB5IPxQaAIgHQvoMQUcXQLqLRVAf6U0CEkE9EAk6uQAAIBDjF0D6MArqZ5Sf9jZbRkH9xxe2NRtGQX00/X4PV0+XXD2tg3iroL5khUslKwjyAQDIdIT0AIC0EWlQ32321xL6bPug8ydqan/AgQjqAQAAgPTlG8oHBvNvX1huf4DGrqbB/BX/uc9296ahLtNgvlu5zSyCAUF7YDh/+UfWuwcG9YHhPEE9kFoYvwAQa4T0GYS70QHAX6zD+bCn6Q8YJCCoBwAAABi/ANCqsvdLquz9kuU2VkF9981l6r7ZOogPJai3qpwPJai3qpwnqAcAIHMR0gMA0opd6O4J5uNVOW8XtNtNrUdQj0zE3egAACAQQT2QOQIr6gPD+cphay33DwzqQwnnfRkF9d3Ky7zNjlFQf/nj+7wtUiXvu1TyPiE+4CSMXwCIpahC+nvuuUctLS1asmSJd1n37t21cuVKVVVVqb6+Xhs2bNDAgQMtj7Nlyxa1tLQEtZdeavswds899+gf//iHamtrdeTIEa1bt04XX3yx33FWrlwZdIw33ngjmm8x7dDJBZAJjAL4RE5pbxS0hzOlPUE9MhEdXQAAEIgxDCBzeIJ5s8r5UIL6cMN5X76hfGAwX/lOaEG9WTCfNdQ6qA+spg8M5wnqAWdh/AJArEQc0rtcLs2aNUs7d+70W75+/XoVFhbqhhtuUHFxsQ4ePKhNmzapY8eOpseaNGmSevbs6W2DBg1SU1OTnn/+ee82Y8aM0fLly3XFFVdowoQJat++vV599dWg427YsMHvWNdee22k32LaopMLIBP4Vswn43nzvhXzkYTuBPXIRHR0AQBAIMYwAHgYBfWVw9Z6W1zPbRHUV75TZhvkhxLUW1XOE9QDzsL4BYBYaB/JTp06ddKaNWs0c+ZM3Xvvvd7lRUVFuvLKKzVo0CC9++67kqS77rpLn3zyiaZNm6YVK1YYHu/48eN+r2+++WY1NDT4hfQTJ07022b69On69NNPVVJSotdee827/NSpUzpy5EhI30dOTo5yc3O9r/Py8kLaDwAAJ/ME/McumJDkKwEAAAAAIHbiHcZbnvudMhUOnuf32m99v7UqPDDFdP+sofvUsnOA37L9N7Qdo/9R65uSSt53qeIS/2DQ9cJ53q/dk44H7gIgjtxut1wubqABELmIKumXL1+ul19+WZs3b/Zb7gm8T5486V3W3NysxsZGjRo1KuTjz5gxQ88995waGhpMt+nSpYsk6dixY37Lx44dqyNHjuj999/XE088oS996Uumx5g3b55qa2u9raqqKuRrTHXciQ4AzhduNX1g1T7V+EhF3I0OAAACMYYBwCk8VfNmlfOV/axvIsgauk/7byjzNl/7z7efVr/kfZdcL5znbb4CXwMAAGcLO6SfOnWqhg8frnnzgjtIe/bs0YEDB1RWVqauXbuqQ4cO+ulPf6qCggIVFBSEdPwRI0ZoyJAhevLJJy23W7x4sV577TXt3r3bu2zDhg369re/ra9//ev60Y9+pBEjRugvf/mLcnJyDI9RVlam/Px8b+vVq1dI15gu6OQCgPPZBe3RTKkPOBVBPQAACMQYBoBUYRTUV/Zb621WrIL6/eeXhRTkG2HcAIgPxi8ARCOs6e579+6tZcuW6eqrr9apU6eC1jc1Nemmm27SihUrdPz4cTU1NWnTpk165ZVXQj7HjBkztGvXLm3bts10m8cee0yXX355UHX+2rVtH3J2794tt9utgwcP6rrrrtO6deuCjtPY2KjGxsaQrw0AgGToVrMxaOr6UDvXRvsCAAAAAID4sQvjrew/v8xv6vvAYL5y9FoV/q/xtPquF87zm/Y+cOyAMQIg9pj2HkCkwqqkLykpUY8ePVRRUaHTp0/r9OnTGjt2rH74wx/q9OnTys7O1vbt21VcXKwuXbqooKBAEydO1Pnnn6/9+/fbHv/cc8/VzTffbFlF/8gjj+j666/XuHHjbKenP3z4sA4ePKiioqJwvs2Mwp3oAJAafCvmI5kGH0g13I0OAAACMYYBIFN4quYjqZx3vXCe5dgBYwRA7DGGASASYYX0mzdv1uDBgzVs2DBv27Ztm9asWaNhw4apubnZu21tba1qamo0cOBAuVwuvfjii7bHnzJlinJzc/X0008brn/00Uc1adIkff3rX9eBAwdsj9etWzdddNFFqq6uDvl7zER0cgEAgBPRyQUAAIEYwwCA1mp6o2WeFqlYTIvfY8yYqPYHUhVjGADCFdZ09ydOnPB7Brwk1dfX6+jRo97lkydP1qeffqpDhw5pyJAhWrZsmdavX6+NG9v+uK9atUpVVVWaP3++37FmzJih9evX69ixY0HnXr58uW655RbdcMMNqqurU48ePSRJn3/+uU6ePKlOnTpp0aJF+uMf/6jq6mr169dPDz74oGpqagynugcAIJNEOqWdp3POdHgAAAAAADhHtGG8bz8/2mnxe7pcysrLk2prva8PE1gCAGAprEr6UBQUFGj16tXas2ePHnnkEa1evVrTpk3z26ZPnz4qKCjwW1ZUVKSrrrpKK1asMDzuXXfdpa5du2rr1q06fPiwt02dOlWSdObMGQ0ZMkQvvvii9u7dq1WrVmnv3r268sordeLEiVh/m2mHO9EBIP2Fczd84N3zTIeHZOFOdAAAEIgxDACInt0j9UIZB+jpcqmnybO4zZYD6YwxDADhCKuS3si4ceP8Xj/66KN69NFHw9pHkj744ANlZWWZ7mO1TpJOnjyp0tJSy21grbB0nirLw3/OEQAgPdh1wCOtxgei5Xa75WKABwAA+GAMAwDiz2gcIJyb+I0q6of79O22E2giDTGGASBUMa+kR2rjbnQASG9GnelwnjlHRT2ShbvRAQDRuOeee9TS0qIlS5Z4l3Xv3l0rV65UVVWV6uvrtWHDBg0cONDyOFu2bFFLS0tQe+mll/zO9Y9//EO1tbU6cuSI1q1bp4svvtjvOCtXrgw6xhtvvBHbbzoDMIYBAPHnW3EfOCbQGMLNUj1dLg33ab4CXwPpgjEMAKEgpEcQOrkAkN6sOtih7g8kA51cAEAkXC6XZs2apZ07d/otX79+vQoLC3XDDTeouLhYBw8e1KZNm9SxY0fTY02aNEk9e/b0tkGDBqmpqUnPP/+8d5sxY8Zo+fLluuKKKzRhwgS1b99er776atBxN2zY4Hesa6+9NrbfeIZgDAMAkssqqG8sL7MN8gnqka4YwwBgJ+rp7gEAAELlCfiZNh8AACRCp06dtGbNGs2cOVP33nuvd3lRUZGuvPJKDRo0SO+++64k6a677tInn3yiadOmacWKFYbHO378uN/rm2++WQ0NDX4h/cSJE/22mT59uj799FOVlJTotdde8y4/deqUjhw5EvX3CABAsjWWlyn3Ww/6vfZ1oLxM/SxuqhrucgVNfV9yqi28r8hNTth5ztkbCE4StgIA4oCQHoZ4thsAwEq4z6cPrL5P1vPtuUkg9fFsNwBAOJYvX66XX35Zmzdv9gvpc3NzJUknT570LmtublZjY6NGjRplGtIHmjFjhp577jk1NDSYbtOlSxdJ0rFjx/yWjx07VkeOHNFnn32mrVu3asGCBfr0009Nj5OTk+O9bknKy8vz+zeTDf3Wg3r7hUVBy7Pa5fj9i9TG+5l+eE/Ty+kXH/T+m3WmMWj9wY3/qb6TFpnuP3zcOGX5Dh20a/v7VtI0TjtytsboSu2dM2ZM6xdn/8Z2HDdOJ7cm7vxOkJ2d7fcvIrN9+3aN8fz/KYmc/LnRidcEJEqWpJZkX4RT5OXlqba2Vvn5+aqrq0v25TgCQT0AwIpV2B3KtPiJCsuNroWgPrUR1JvjMy0AtJo6daoWLFigESNG6NSpU9qyZYveeust3X333Wrfvr0++OAD/eMf/9D3v/991dfXa+7cufrlL3+pP//5zyotLbU9/ogRI/SPf/xDX/nKV7Rt2zbT7V588UWdd955Gj16tHfZlClTdOLECR08eFD9+/fX/fffr/bt26ukpESNjcHBhiQtXLhQixYtCvvnAAAAADgdYxjIRIT0PhjQNEZQDwCwEhh2h/vM+niF5U66SQDxQVBvjM+0ACD17t1bbrdbV199td5++21J8gvpJWn48OFasWKFhg0bpqamJm3atEnNzc2SpOuuu872HI8//rhGjhypyy+/3HSbxx57TNddd51GjRqlqqoq0+169uypgwcP6uabb9a6desMtzGqpK+qqlKvXr34fe/Dt6I+q12O+o6brYNbHlOLQVUnUgvvZ/rhPU0vob6fvtX0Bw1mQemXF7zMl29F/Zh35wSt33rZUusLDVD857Yq5/cetNjwrKCK+kOH2r7u0yescztZdna2hg4dqp07d3o/HyE6yayod/LnRs+1MYaBTMR097DF1PcAACvhhvJG+8cyLA/nepI17T5ig6nvAQBmSkpK1KNHD1VUVHiXtW/fXqNHj9bs2bOVm5ur7du3q7i4WPn5+crJyVFNTY3efPNNuUN47uy5556rm2++Wffdd5/pNo888oiuv/56jR492jKgl6TDhw/r4MGDKioqMt2msbHRsMq+rq6OAU0f/Sf8KGgMo+VMIwFgGuH9TD+8p+nF7v088Pz8thcG2+3/bL7655k/v774i+HK2ltiun74zplyD/kvy2ssedm4H3np/5V2L7TcVTnDh+vkf/+38crKSqlfP+sDpJjm5mZC+hjZsmVL0scw+NwIOAshPQAASHnR3ChAUA8AQPrZvHmzBg8e7Lds5cqV2rNnjx566CG/weba2lpJ0sCBA+VyufSzn/3M9vhTpkxRbm6unn76acP1jz76qL75zW9q7NixOnDggO3xunXrposuukjV1dW22wIAkO7215UFBfX763xvwDIJyW2EMnYw6OfmQX3HszeBnTxhcYADB9IuqAcAxEd2si8AqaGw1PzuRQAAohVJyN6tZqO3JUuyzw+FVO0IAMg8J06c0O7du/1afX29jh49qt27d0uSJk+erDFjxqh///66/vrrtXHjRq1fv14bN7b9bV+1apUefDB47tsZM2Zo/fr1OnbsWNC65cuX69Zbb9Utt9yiuro69ejRQz169NA555wjSerUqZMefvhhXXHFFerbt6/GjBmjP/3pT6qpqTGd6h7hYQwDAFLf/royv+arsmCy5b6uXd/3ex3Yd9//VetZYwf93P91x/Iyb0AvSd06f2C5vwxu0BvYx+VtyFyMYQDwRUiPkNHJBQDEUyhhd7yC+XCPF3gNBPXJRScXABCJgoICrV69Wnv27NEjjzyi1atXa9q0aX7b9OnTRwUFBX7LioqKdNVVV2nFihWGx73rrrvUtWtXbd26VYcPH/a2qVOnSpLOnDmjIUOG6MUXX9TevXu1atUq7d27V1deeaVOnLAqzUM4GMMAgPQWSlBvNX4QSlAfGM77CiWoNwvmCeozG2MYADyyJLUk+yKcIi8vT7W1tcrPz+e5HBZ4Pj0AIJ4Cp55PZABuNe19KNfBtPnJlexnuzkFn2kBIDPw+96e52d0YNNinnedBrLa5ajf+Lm8n2mE9zS9JOv9LKz2n/reLrwP1P/v/jd1Zd3uc6z37cfBj50o8nvtG953G259w9iHh4zD2pKK1r5tRUnywtzs7GwVFxdrx44dPJM+ThI5huHkz41OvjYg3ngmPcJWWDqPoB4AEDfJnr4+mTcJAAAAAACA0IUbygfa/9UyFV5iHKYXXjLPNqi3qqg/tr3MMqgf2MflF9R7wnnf18kM6hFfbrebYgMgwzHdPQAAgA/fKfUjmQYfycOUcQAAAACAWDIL8EN1bLt1yD+wj0slFa6ggB4AkP4I6RERnu0GAICxaIL6SG4MgD+CegAAEOjySYuSfQkAAAezq5aPR1Dftfufvc2KUXhf1MvlbUhtjGEAmY2QHhEjqAcAIHpGVfsE9dGhkwsAAAIxhgEAsJKIoN4smM/6vn1QbxbME9SnPsYwgMxFSI+o0MkFACBYKCE7VfMAAACJxRgGAMCKUVBf+X6ZtyXD/r5l2t/X+twE9QCQmgjpETU6uQAABDMK4MN51j0BfnS4Ex0AABhhDAMAYMU3lI91MF9Zvt10XWA1fWA4f3Rn+EG9a9N53hapnDFjlOPiJoB4YwwDyEztk30BAAAA6SraoL1bzUYdu2BCjK4m87jdbrkYTAAAAAAApICs7//ZMsg/urNM5w81v9msqJdLXVbtM1zn2nSe3OOP216DJ5DPzsuTamv9ljcSJMcVYxhA5qGSHjHBnegAAAAAACAVMIYBAEgWoxC+sny7t0Wqy6ab1GXTTZbbWFXUhzLrHxX1ABBbhPSIGTq5AADEXqTV+E1DXWoaSgeaKeMAAAAAAE7iG8qHG8wHTnsfFM73+onl/oFBfWA437ncelp9gvr4YgwDyCyE9AAAAA4XTlAfGM4T1NPJBQAAwSg0AACkqqM7y6wr50MI6q0q5wnqk4sxDCBzENIjpujkAgCQeJ5g3iyQJ6inkwsAAIIxhgEASFsGQX3lsLXeZqfTC4uCll3+dltDfDGGAWQGQnrEHJ1cAABiz+gO93CmtCeop5MLAAAAAEgPlV8KoY/f6ydhBfNGrnzDOJh35TDGEG+MYQDpj5AecUFQDwBA7HWr2WhbNW+FoB4AAMAf4xcAgFRlFdRXfskVWpAfBYJ6AIgOIT0AAABsXeZy6bI0eO4cd6IDAIBABPUAgFQVGMTHOpx/u3qR5XqjoP6CS1zehugwhgGkN0J6xA2dXAAAYq/75rKo9g+3mj4wnCeoBwAAAADAOTzBfLwq5ys/th6HcOW4TIN5gvroMYYBpC9CesQVQT0AALEX76DeE8ybBfIE9QAAIN0wfgEAQPiuuHysrrh8rOU2BPUAYIyQHnFHRxcAgNiLR1AfzpT2BPUAACDdMH4BAICxwGr6wHD+5ryxskJQHx3GL4D0REgPAACQomIR1NtVzVtJh6AeAAAAAADYq/y4zLJynqAeAMJDSI+E4G50AACcpfvmsqhD/qjceGNrSzLuRgcAAL4YvwAAIHJGQX2/sn3ehsgxfgGkH0J6JAwdXQAAYi/coD0wnD9cHl1QH3Y1fWA4T1APAAAchvELAACMPVN+je02N+eNNQ3mXS+cF69LywiMXwDphZAeAAAgxdkF9Z5g3my7uAf1nmDeLJAnqAcAAA5DUA8AgDGroP6Z8mtsg3yroN71wnkE+TYYvwDSByE9EopOLgAA8WEUwIczpX1cgnqHTGkPAAAQCcYwAAAwFhjEB4bzlaPXWu4fGMQHhvME9dYI6oH00D7ZF4DMU1g6T5VRBgEAACBYtM+YP1xepp5RDEZf5nLp3d69I9v5xhul9esjPncsuN1uucKdvh8AAAAAgAxkVzFfOXqtCv93iul6uyDe9cJ5ck86HtG1AUAqoJIeAAAAUTtcXhZ1Nb4Tqu65Gx0AAPiimh4AgMgZVdRXjl7rbZEa0smlIZ0y+yZ7xi+A1EdIj6SgkwsAgDOFG7QHhvPdnvy36C7AAUE9AACAL8YwAACInG8oHxjMhzstfmA4T1BPUA+kMkJ6JA2dXAAAnMkuqPcE82bbRR3UJxmdXAAAEIgxDAAA4iOUoN6qcp6gnjEMIFUR0iOp6OQCAOBMRgF8TKa0D4UDqunp5AIAgECMYQAAEB/RTotvFNQPOs/lbRF56qnWlgIYwwBSU/tkXwAAAACcKZpAvtuT/6Zj31se+clvvFFavz7y/QEAAAAAQMqwCuOrDpapV1/rm+WGdHKpOcd43aDzXNp9PMQgOzCYf+op6TvfCW1fAAgDlfRIOu5EBwAgPaX68+m5Ex0AAARiDAMAgOSoOmheSFB1sMxyfUisKudToKKeMQwg9RDSwxHo5AIAkJ4iDeq7Pflvjni2PZ1cAAAQiDEMAACSIzCIDwznqz8wD+qNpr13HXN5my2CegAxRkgPx6CTCwAAAsP5bjUbk3g1rejkAgCAQIxhAACQHJ5gPpLK+UHnuUyDedf1j9kfgKAeQAwR0sNR6OQCAJB+7CriPcG82XYE9QAAwIkYwwAAwHmMqumrPyjzNitWQb1r7GNyjQ0hyHcAxjCA1NA+2RcAxErfHq2d44NHonz2DAAAiLluT/6bjn1vedAyAAAAAACAWLIK4yuby1SYbX6jnev6x+T+f7PbXgcE864DLrn7EYIDiB6V9HCccO9E79tjnjeg97wGAADO41sxH25ATzU9AABwIqrpAQBIPZXN9hX1VpXzrgMhPMM+yRjDAJyPkB6OZNfJ9QTzZoE8QT0AAOmHoB4AADgRQT0AAKnHKKivbC7zNjtGQb3L539OwBgG4GyE9HAso06uVTAPAACQCHRyAQBAIIJ6AABSj28oHxjMV3YOLag3C+YJ6gHYIaSHoxWWzrOtmjdDmA8AQPpxQjW9RCcXAAAEI6gHACC9WAX1lZ3LbIN8pwT1W7duTfYlADBASI+0RlAPAED6cUpQDwAAAAAA0ltgEB8YzlfWpEZQD8B5COnheO2Ko9s/0qD+VOk8neIueAAAHMkJQT3V9AAAIBDV9AAApB9PMG9WOU9QDyAShPRICdEG9eEIDOcJ6gEAgBmCegAAEIigHgAAeO052xyAae8BZyGkR8qIJqi3q6b3BPNmgTxBPQAAzuOEanqJoB4AAAQzCuoLPy71NgAAkF6CqukDwnnXHqrpAfgjpEdKiXVQH86U9gT1AAA4j1OCegAAgECFpfNMg3mCegAA0k9lTZll5bwTgnoKDQDnIKRHRunbY55t1bwVgnoAAJzHCUE9nVwAAAAAAGCHoB6AByE9Uk4k1fQ7zri9LVn6/9c89f8vQn4AAOKBoB4AADjSd80HMcyq6Qs/2eptAAAgtVReUGa7jROCegDJF1VIf88996ilpUVLlizxLuvevbtWrlypqqoq1dfXa8OGDRo4cKDlcbZs2aKWlpag9tJLL/ltd+edd6qyslJffPGF3G63Ro0aFXSshQsXqqqqSg0NDdqyZYsuu+yyaL5FOFQoQb1ZMF8f5QB6uNX0geE8QT0AAOmLoB4AAISj8ONSv1A+MJgnqAcAIPVYBfU/uPVJ/eDWJxN4NcYYvwCSL+KQ3uVyadasWdq5c6ff8vXr16uwsFA33HCDiouLdfDgQW3atEkdO3Y0PdakSZPUs2dPbxs0aJCampr0/PPPe7eZMmWKli5dqgceeEDFxcV67bXXtGHDBl100UXebX7yk59o7ty5mj17tkaMGKHDhw9r48aN6ty5c6TfJhzMKKgPtWI+3kG9J5g3C+QJ6gEAiD0nVNMDAAAEMaim//i7xd4WqcK9U1S4d0o0VwYAAOIkMKgPDOdXud5K8BUFI6gHkiuikL5Tp05as2aNZs6cqePHj3uXFxUV6corr9Sdd94pt9utvXv36q677lLnzp01bdo00+MdP35cR44c8bYJEyaooaHBL6SfO3euVqxYoRUrVmjPnj26++679c9//lN33nmnd5s5c+bogQce0Lp167R7927dcccd6tixo2655RbD8+bk5CgvL8+vIbW0K458Kvt4BPVMaQ8AQHI5IainkwsAAIL4hPKBwfzHt5db7hpUXR8QzhPUAwDgTJUXlFlWzhPUA5ktopB++fLlevnll7V582a/5bm5uZKkkydPepc1NzersbHRcGp6MzNmzNBzzz2nhoYGSVKHDh1UUlKiV1991W+7V199VSNHjpQk9e/fXwUFBX7bNDY2auvWrd5tAs2bN0+1tbXeVlVVFfI1Ij3EIqi3q5o3Q5gPAEB8ENQDAIBUE0pQb1U5T1APAEBqIqgHMlfYIf3UqVM1fPhwzZsXHDDu2bNHBw4cUFlZmbp27aoOHTropz/9qQoKClRQUBDS8UeMGKEhQ4boySfb7iy64IIL1L59ex05csRv2yNHjqhnz56S5P3XaptAZWVlys/P97ZevXqFdI1wFpfLlZTz1rvdUYf8kQb1he3nqbA9IT8AAGacENQDAAD4utBmvVFQ/97t5d5mh6AeAADnubv8U9ttnBDUA0i8sEL63r17a9myZbr11lt16tSpoPVNTU266aabdPHFF+v48eNqaGjQ2LFj9corr+jMmTMhnWPGjBnatWuXtm3bFrSupaXF73VWVlbQslC28WhsbFRdXZ1fQ2qKJqgPN2gPDOcrFiTuLrPAcJ6gHgAA5+JOdAAAECiUoN4smH/vhwNsj09QDwCA81gF9XeXfxpSkB9vjGEAiRdWSF9SUqIePXqooqJCp0+f1unTpzV27Fj98Ic/1OnTp5Wdna3t27eruLhYXbp0UUFBgSZOnKjzzz9f+/fvtz3+ueeeq5tvvtmvil6Sampq1NTUFFQR3717d2/l/OHDhyXJchvAjF1Q7wnmzbaLJqi3q6b3BPNmgTxBPQAAxpxQTU8nFwAAhOpjt1sf23x2sArqz1w1QGeusg/yAQBA4gUG8YHhPGMYQOYJK6TfvHmzBg8erGHDhnnbtm3btGbNGg0bNkzNzc3ebWtra1VTU6OBAwfK5XLpxRdftD3+lClTlJubq6efftpv+enTp1VRUaEJEyb4LZ8wYYJef/11SdL+/ftVXV3tt02HDh00ZswY7zZIb9FOe28UwMdiSvtQGAX1TGkPAED06OQCAACnCaymDwzn7cYhAoP6wHC+bw/GEgAAcCJPMG9WOc8YBpBZ2oez8YkTJ7R7926/ZfX19Tp69Kh3+eTJk/Xpp5/q0KFDGjJkiJYtW6b169dr48a2Xy6rVq1SVVWV5s+f73esGTNmaP369Tp27FjQuRcvXqzVq1fL7XbrjTfe0KxZs9SnTx89/vjj3m2WLl2q+fPn64MPPtAHH3yg+fPnq6GhQc8880w43yZSmMvliuqPSDSBfMUCt0oeiPxGgf7/NU9Z/xbZvoXt56myqSzicwMAgPhyu91R31AIAADSx4WyHgSvd7vVyeKzw3s/HKCLd5gfv2+PeTp4hHECAADSxoEDrf/26xf3UzGGASRGWCF9KAoKCrR48WL16NFD1dXV+v3vf6/777/fb5s+ffr4Vd1LUlFRka666qqganmPtWvX6vzzz9d9992ngoICvfPOO7r22mt16NAh7za/+tWvdO655+rXv/61zjvvPP3973/X1VdfrRMnTsT624SDRRvURyPSoN47Xf5nkf/hI6gHAMBYt5qNOnaB8WdMAAAApzIK6v2LCyIbQ2ge1Vppn/1XxhAAAHCaoDEMTzjv+zoBQT2A+MuS1JLsi3CKvLw81dbWKj8/X3V1dcm+HEQhmVOyhBPSGz3L3hVFUC+JoB4AABNOCOoTcSc6n2kBIDPw+95eKvyMoh2/KG5n/dnCt5reE877SqWgPqtdjvqNn6sDmxar5Uxjsi8HMcB7ml54P9ML72fyHTtRZL1BGEF9dna2iouLtWPHjqACWiuMYQDxFdYz6YFUkcypWIyC98D1nmbE3ZVnvgAAEA882w0AMtc999yjlpYWLVmyxLuse/fuWrlypaqqqlRfX68NGzZo4MCBlsfZsmWLWlpagtpLL73kt92dd96pyspKffHFF3K73Ro1alTQsRYuXKiqqio1NDRoy5Ytuuyyy2LzzSKlRDt+seOM9WeLvj3mqXnUPMOAXjIO7gEAQHL8ofQ8b7MVWGEfB4xhAPFFSI+05bSg3iqYj6XC9nSwAQBwMjq5AJBYLpdLs2bN0s6dO/2Wr1+/XoWFhbrhhhtUXFysgwcPatOmTerYsaPpsSZNmqSePXt626BBg9TU1KTnn3/eu82UKVO0dOlSPfDAAyouLtZrr72mDRs26KKLLvJu85Of/ERz587V7NmzNWLECB0+fFgbN25U586dY/8DgOPFI6jfccbtbXaMgvrC2vO8DQAAxI9ZML9xco39zgkI6gHEDyE90lqyg3q7qnkz0VbTE9QDAGDMCdX0EkE9ACRKp06dtGbNGs2cOVPHjx/3Li8qKtKVV16pO++8U263W3v37tVdd92lzp07a9q0aabHO378uI4cOeJtEyZMUENDg19IP3fuXK1YsUIrVqzQnj17dPfdd+uf//yn7rzzTu82c+bM0QMPPKB169Zp9+7duuOOO9SxY0fdcsst8flBwPFiEdSbBfOf7QktqDcL5gnqAQBIDsugvl+/hDybnvELIH7aJ/sCABhzd3VH9Xz6wvbzeD49AAAGutVsdMTz6QEA8bd8+XK9/PLL2rx5s+69917v8tzcXEnSyZMnvcuam5vV2NioUaNGacWKFSEdf8aMGXruuefU0NAgSerQoYNKSkr0y1/+0m+7V199VSNHjpQk9e/fXwUFBXr11Ve96xsbG7V161aNHDlSTzzxhOG5cnJyvNcttT6/0/dfBEu1n1F2dvxqaWr3bleXi8cYrvt871ZJUl77Hab7D23orrfzPjNcd/m2b0qS3h6xLrqLtJHVLsfvX6Q+3tP0wvuZXng/E+fmjfV6YVJX0/Vbp3+ucavPb1vQp0/Y5/B8xoj0s0Y8P0ulyuc0IB4I6ZH2XC5Xyt7tFWlQf7z47L/bYnxBAACkCScE9W63O6mz/gBAups6daqGDx+uESNGBK3bs2ePDhw4oLKyMn3/+99XfX295s6dq4KCAhUUFIR0/BEjRmjIkCGaMWOGd9kFF1yg9u3b68iRI37bHjlyRD179pQk779G2/Tt29f0fPPmzdOiRYuClldVVYV0vZmMn5FHrfHis2MItcXFkR11vOeruRHtH66+42Yn5DxIHN7T9ML7mV54PxNjrsmf6FgbOnRoRPvV1iboAoEMQ0iPjJDKQX04jgf0p88bMU/Ht1FNDwCAUxHUA0B89O7dW8uWLdPVV1+tU6dOBa1vamrSTTfdpBUrVuj48eNqamrSpk2b9Morr4R8jhkzZmjXrl3ati347uiWlha/11lZWUHLQtnGV1lZmRYvXux9nZeXp6qqKvXq1Ut1dXUhX3cmSdWf0datW5N6/jEHzCvqJUl7xlmujldFfVa7HPUdN1sHtzymljONcTkHEov3NL3wfqYX3s/kCKyo/43yvV+v3Tog4uNmZ2dr6NCh2rlzp5qbmyM+zpgxxrPyRMPzeQ3IRIT0gMPZVdMHBvOBCOoBADDmhGp6iaAeAOKhpKREPXr0UEVFhXdZ+/btNXr0aM2ePVu5ubnavn27iouLlZ+fr5ycHNXU1OjNN98M6Qbvc889VzfffLPuu+8+v+U1NTVqamryVst7dO/e3Vs5f/jwYUmtFfWerwO3MdLY2KjGxuBB8rq6upQKoJMh1X5Gw4cPT2qhwZY+Q+Wq9D+/u7Dts4rrbfObSSSZhjkPlR6TJP20vFtU19dyppHAKM3wnqYX3s/0wvuZWN98/hONLO3ns6TJ+9W1w9/XS+6iqI7f3NwcVUi/ZcsWxi+AGIrfw64Ah0nlPx7ursGd8+PF9gG9x3kj5sX4igAASA/dajYm+xIAAHGwefNmDR48WMOGDfO2bdu2ac2aNRo2bJjf4GRtba1qamo0cOBAuVwuvfjii7bHnzJlinJzc/X000/7LT99+rQqKio0YYL/TWATJkzQ66+/Lknav3+/qqur/bbp0KGDxowZ490GSPYYhrvQ5df81v3Lcct9C9+c4vf6odJj3oDe8xoAAKSmTJixGEgUQnpklGR3cqPh7ur2BvOhhvO+COoBADDmhKCeTi4AxNaJEye0e/duv1ZfX6+jR49q9+7dkqTJkydrzJgx6t+/v66//npt3LhR69ev18aNbX8XVq1apQcffDDo+DNmzND69et17Fhw2Lh48WJ973vf0/Tp0/XlL39ZixcvVp8+ffT44497t1m6dKnmz5+vG2+8UYMGDdJTTz2lhoYGPfPMM3H4aQCxF0pQHxjO+yKoBwDA2OvlB0zX/Yvrg8RdCIC4I6QHYKvw0ytU+OkVyb4MAADihqAeADJPQUGBVq9erT179uiRRx7R6tWrNW3aNL9t+vTpo4KCAr9lRUVFuuqqq7RixQrD465du1Zz5szRfffdp7feekujR4/Wtddeq0OHDnm3+dWvfqWlS5fq17/+tdxut3r16qWrr75aJ06ciP03ipTl9EIDo6DePW+At9khqAcAIHxOCOoZvwBiI0uS9YOkMkheXp5qa2uVn5+fUs8qQ/hS+Y/IgP7RddLDeT69UTBf+aU3ozo/AABO5YTn08diMJ7PtACQGfh9by9dfkaOH8MYYv755be5P7bdPdRn1Ge1y1G/8XN1YNNino+cJnhP0wvvZ3rh/Uw+/2fT+1fYhzt+kZ2dreLiYu3YsSOqZ9IHYgwDiA6V9MhITr8b3cq+/dF1zu2mvfdUzZtVzlNRDwBIV1TTAwAAJ0rlMYyZpx42Xfdfv/2u/uu3303g1QAAkDpeLz/g13w5YfxCYgwDiBYhPTJWKndy4xHUhzOlPUE9ACBdOaGjSycXAAAEcvQYxi7rzy6BQX1gOF/4zxvjcVUAAKQ1J4xfSIxhANEgpAdSVCyCeruqeSsE9QCAdOWUji4AAEDKCCGot6qcJ6gHACB8jF8AqY2QHhnN0Xeix1H9+a0tWQpLJ6mwdFLyLgAAABvJ7uhyJzoAAAjk+DEMo6B+l7ut2TAK6gvfnOJtAAAgWLLHLyTGMIBIEdIj4zm+k2sh3Gr6wHD+o9vGRXX+cKvpA8N5gnoAAMzRyQUAAIEcP4bhG8oHBPPu4nrb3Qv/eaNpMH/5tm/G9FIBAEDsMIYBhI+QHlAKdHIt2AX1nmDerHI+3kG9J5g3C+QJ6gEATsXd6AAAwIlSeQzDMqi/5NLWBgAAwuKE8QsA4SOkB85K5U6uUVAfzpT28QjqmdIeAJAO6OgCAAAnSuUxjKCgPjCc//oAy/2NKupXlHbwNgAAMpETxi8oNADCQ0gPpIl9+922VfNWYhHU21XNm+5LmA8AgCk6uQAAIN24i+ujqpwvfHOKaTBPUA8AyFQE9UBqIaQHfKTynehJdem41hYFgnoAgFPRyQUAAE6UkmMYc+a0NStW1fRf3i5dti2GFwUAQPpwwhgGgNAQ0gMBUrKTe9bhKAfww66mDwzn3ZdEdf5Ig/olpV/SktIvRXVuAACsRNzJ/c53WlsMENQDAIBAKTGGYRLMu+ePCu84X97u9/KBtb1NN6WaHgCA5GH8AggNIT1gICU6uSbiHtR7gvkoK+djITCcJ6gHADhGYDgfo6AeAAAgUCqPYVj6+oDWinlPCxNBPQAgUzmhmp6gHrBHSA+YSOVOblyC+lCD+ThX03uCebNAnqAeABAvtp1cTzBvFsjHIKinkwsAAIw4egxj6VLTVUbV9C3PtjU7RtX0D6jY2wAAyFQE9YDzEdIDaSomQX2kVfNxCOqZ0h4A4ASGndwYTmkfCjq5AAAgnbjnjzIN5lu23Gy7/wNre5sG84WlX4nlpQIAkFII6gFnI6QHLDj6TvQ4Oux2Rx3yR6uwdJJt1bwZwnwAQDx1q9loXzVvhmnvAQBAnDh6DMOsmn7pUstKe8kmqD/TqbVZsArqV5bmamVpruX+AACkMicE9QCMEdIDNhzdybURbtAeGM67FUVQH001/SPtW1sUCOoBAI7FtPcAACBOUmYMIyCcr5hh/dkmKKgPDOefbbDcPzCoDwznCeoBAIgfxjAAY4T0QJqzC+o9wXxcKufDCeo9wbxPOP/oI2FOsw8AQIJ0+49vR3cAgnoAAJBpPMG8SeW8XVBf+9r01i/MKudDCOqtKucJ6gEA6eq8o1uSfQmMYQAGCOmBEKTMnegmjAL4UIP5qKrpQ2FTNR9NUE81PQAgnqIO6mOATi4AAAiUymMYRkF9xQy3Kma4teO2rfYHMArqn+jT1iJUWDpPhaXzIt4fAAAwhgEEIqQHQpTKnVzJv2I+3Kr5mE97b1A1Hy8E9QAAx4rR8+np5AIAgECpPIbhCeU9LWzPNpgG8/c/8a+WuwZW0weG8wT1AIBUZlRRX3LU5W2JwBgG0IaQHghDKndyk8p9SVTBfLTT3hPUAwDixQnT3gMAAGSSrQN6mK+86V9bm4VQgnqrynmCegBAKutWs9E0mE9UUA+gFSE9gJBEWk3fcqq1RSvSoP7RZ3rp0Wd6RX8BAACYcEJQz53oAAAgUDoXGriLCvwXBIbz3ymy3N8oqL9fg7zNDkE9ACBdJSKoZwwDaEVID4QpnTu5dsIJ6gPD+ZaSAXG4InOB4XzhsWEJPT8AILNEGtR3eucddXrnnZhcA51cAACQSdxFBdaV8yEE9ebB/J9tz09QDwBIVftbyizXE9QDiUFID0Qgk4N6K55g3qxyPtqg3q6a3hPMm1XOE9QDAJwiMJzvFKPPFnRyAQCAL8YvTHT699ZmyTyoX6D/0AL9R2yvCQCABCKoB5KPkB6IUKZ2dI2q6cOZ0j4eQX04U9oT1AMA4sWumt4TzJtVzscqqN+6dWtMjgMAANJDOo9fuN+2GdwPrKYPDOfXPG1zBv+gPjCcX1HaIYSr9Od53j2V+AAAx/rsbEsAxjCQyQjpAYTNLbdt1byVWAT1dlXzVgjqAQDxYhTUhzOlfayCegAAgEwRUlBvVTkfQlBvVTkfSlBvFswT1AMAkimomv4z+YXzJfsYowDiiZAeiEI6343uVO/MHKB3Zib2+fa+Cr85RYXfnJK08wMAnK/bf3zbtmreCkE9AACItXQfvzAK6lu2tTVbRkH9Lwe2NRtGQf0jpae8zYpVUE/FPQAg3va3lFlWzhPUA/FDSA9EKd07umYqcqN7Xky41fSB4fw735wY1fnDraYPDOcJ6gEATuRyuTRmzJhkXwYAAHCgdB+/cL/tNg3mW/qttj/AmqdNg/kHfvlN291XlHYwDebnaJHlvkYV9r7LCOoBAMkUr6CeMQxkOkJ6ABGLd1DvCebNKufjHdR7gnmzQJ6gHgBgJre8zH4jC+FW07tcrrQfeAcAANHL5M8LlkH9NatbmwWroP6Bx7+pBx63DvJDCeqtKucJ6gEA8bK/i/0YRiyDesYwgFaE9EAMZPIflHgE9eFMaR+PoJ4p7QEAsRDvoN7Tqc3kzyEAACB86fzZwW6MIiioDwznv2c9FhEY1AeG80sfv81yf6Og/n494W12COoBAPFiFdRXPDpKFY+OivocjGEA/rIktST7IpwiLy9PtbW1ys/PV11dXbIvBynI7Y4usE5lJaei++O6e3h05x+8bkN0B5hxccS7Vq5bG925AQBp7VSUg6n1AZ8v7Dq0fKYFgMzA73t7/IzMpeL4RXZ2toqLi7Vjxw41Nzdbbms3RpF1ic3Jntxnvb6r9eo5/8e6Kv98XWi67meaZX1wSZVR3gzqFFntctRv/Fwd2LRYLWcak305iBLvZ3rh/Uwv4byf/T9vG8MwDOaXLg3r3IxhAObaJ/sCAGQ2z13u5yhJd9CN91Ti23TALRR+cwpBPQDAVG55WVRBfSeXS5fG8HoAAABcLldKBvWhqsh1BwX1Fd8f3Pbif96xPsD3BgQH9Zf5VNl/HNkYwtJ/b620v/++zabb3K8nTIP6BfqPs1+djuj8AADY2d+lTMd+8bL5BnPm2Ab1VMsDoWG6eyCGMvmPT7jT3lfkuv32Obk7usGBsKe9Hz/RJ6CXdDC06fXNMD0+ACAeLj3bAAAAYi3dxzAqct2q+P5gb/PlHjvYZC8f3xvQGsx7mq8LrccQAqe9X/rvt3kDekn62b9/w3L/wKnvF+g/fAJ6aUVpB8v9AQAI16rSc73N1pw5QYt4JB8QPirpgRhL97vRrRjdqR643srJ3W6dMyjyP+LvfHOi9bT3422C/IMDpL6RV9QDAGAm3Gp6gnkAAJAImTyG4R47WC6TivqWh1r/zbrK4gAXDrCsqF/6+G3SJ+a7/+zfv2FbUX9StabrV5R20IxyKuoBAJEzC+T/9NfJ+tdR/22985w5cv31r3G4KiBzUEkPxEEm3y1mFMQHVs1biUtFfWDVfJxQTQ8AsJJr8+zQS0XlPAAASLy0HsN46inL1YEV9S0PtQX0ktTyms3xjSrqxwxoazaMKup/tvwb3gYAQLL86a+TTde5/vpXAnogBqikBxBz4U59HygmFfV1Ee4cZTU9z6cHAFgxqqgnlAcAAIijp56SvvMd09XusYNVMtH8GfUtr4VQUV9ksu5bA6TnrccYfvbv35DON173wPJvasG/rTPdl2p6AEA07ij/wnJ6+8CKeoJ5ILaopAfiJK3vRHewkzNv1cmZt0Z3EJ5PDwCIo9zyMqrmAQCAo6T9GIZRRf1TT7W1CDVc39osfctijKF0QGuz8MDyb1qu5/n0AIBo3FH+heX6P/11MpXzQJxQSQ/EUSY/2y1a4VbTBwbz7rm3yrX46cgvINKK+p9HfkoAQPorDOO59AAAAImU9mMYFmF8xVS3Sv5gPgYRWE0fGMw3XCp1fM/i3IEV9YHB/IgB0jbzMQijivoc5fi8opoeABA5o4r6n2tOci4GyCBU0gNxlvZ3o8eR3fPpPVXzZpXz7rlRVtSH4+fyC+gL36aaHgDQprB0HgE9AABwvEwew6iYaj0G0fKadeV8g90USd8aYF05P8K+oj7H53++Vpd2sjk5AADW7ij/Qj/XHG8DEH9U0gMJkPZ3o8eRUUV91NPZh8qumt6mar7w7SmqvJzn0wNApiKUBwAAqSiTxzCMKup9w/vLHra+icGoor7llbavLZ9tLxlX1Of/xOfFGNNdV5d20m3l9TYnAAAgGOMXQHIQ0gNwvJO73dLSpRHtG5dp78OY0p6gHgAyD51bAACA1GVVUf+u263LbGYbaLhUOvc/jdcFTptvaMQA6f2bDFctXL1VP7+NoB4AEBuMXwDJxXT3QIJk8pRxyRb1tPcHB7RNZx/BM+eZ+h4A0p9nOns6uAAAIB0whmHuXYtZBt51uy3XS61BvZn1I1pbNJj6HgBgh/ELwBkI6YEEopMbhTlzoto90qD+zfNaGwAARujYAgCAdMUYhrnAID4wnK8YE15QHxjOr7/1j6b7Lly91XC52fPqAQDwuHzSIsYwAAchpAcSjE5uFKIM6sMRGM6/efeAqI5HNT0ApBfCeQAAkAkYwzDnCebNKudDCeojrZxfuHqrXygfGMz/oZRqAwBA29jF5ZMWJftSABggpAeSgE5ucthV03uCebPKeYJ6AMhsTGkPAAAyEWMYkTMK6it+1NasmFbTNx1obQAAmGDsAkgNhPQAUkscpr0PZ0p7gnoAyDx0bgEAABCpijFu02C+d1YYBwoI5+et/K3l5lTTA0DmYfwCSC1RhfT33HOPWlpatGTJEu+y7t27a+XKlaqqqlJ9fb02bNiggQMH2h6rS5cueuyxx/Txxx/riy++0LvvvquJEyd61+/fv18tLS1B7bHHHvNus3LlyqD1b7zxRjTfIhA33IkehRgE9XZV81YI6gEg/VE1DwAA0IYxjORYf+sfLSvnCeoBABLhPJCq2ke6o8vl0qxZs7Rz506/5evXr9fp06d1ww03qLa2VnPnztWmTZt02WWXqaGhwfBYHTp00MaNG/XJJ59o8uTJ+uijj3TRRReprq7Ou82IESPUrl077+vBgwdr06ZNev755/2OtWHDBk2fPt37urGxMdJvEYg7l8slt8mzy2Bjzhxp6dLI9pMkPR27awnHBbXJOS8AICR0agEAAIwxhhEFt1syudGhd5b0UYv/shteCP3Q81b+VmXTZ/ote1BdvV9P1fHQDwYASBmMXwCpL6KQvlOnTlqzZo1mzpype++917u8qKhIV155pQYNGqR3331XknTXXXfpk08+0bRp07RixQrD4333u99Vt27dNHLkSDU1NUmSDh065LdNTU2N3+t77rlHH374obZu3eq3/NSpUzpy5EhI30dOTo5yc3O9r/Py8kLaD0AKCqi+b7/TraahkVcCvHn3AF2xZF/oOwSE84Ufl6rywvKIzw8AiC06twAAAEiW3llSickj6FvyK5RVW2K5/7yVv1Xe9B8brhta2l87y/dHe4kAAAdg7AJILxFNd798+XK9/PLL2rx5s99yT+B98uRJ77Lm5mY1NjZq1KhRpse7/vrr9cYbb2j58uU6fPiwdu3apXnz5ik72/jyOnTooFtvvVW/+93vgtaNHTtWR44c0fvvv68nnnhCX/rSl0zPO2/ePNXW1npbVVWV5fcNxANTxkXBbtr7OXPamoH2O6OrALCd9v6C2rZmoPDj0qjODwCIDlPaAwAAhIcxjCiYzULgdpuvO6slv8J85YCK1mZhaGl/u6sDADgYYxdAego7pJ86daqGDx+uefOCfyHs2bNHBw4cUFlZmbp27aoOHTropz/9qQoKClRQUGB6zMLCQk2ePFnt2rXTtddeq1/84hf60Y9+pAULFhhuf+ONN6pr16566qmn/JZv2LBB3/72t/X1r39dP/rRjzRixAj95S9/UU5OjuFxysrKlJ+f7229evUK/QcBxBCd3CgYBfAWwXysGQb1FsE8ACD56NwCAABEjjGMGAkI5yv6hhnUB4Tzdf97s+X+BPUAkHoYvwDSW1jT3ffu3VvLli3T1VdfrVOnTgWtb2pq0k033aQVK1bo+PHjampq0qZNm/TKK69YHjc7O1uffPKJZs2apebmZm3fvl0XXnihfvzjH+v+++8P2n7GjBnasGGDqqur/ZavXbvW+/Xu3bvldrt18OBBXXfddVq3bl3QcRobG3lmPRyDZ7tFIYpAPtpp76WzU9+v3hHRvkx7DwCJQacWAAAASWcz7lPR162Sg+ZjFC35FcoynzRUdf97s/JGP2e6nqnvASA1MIYBZIawQvqSkhL16NFDFRVtd2m2b99eo0eP1uzZs5Wbm6vt27eruLhY+fn5ysnJUU1Njd58803L8LG6ulqnT59Wc3Ozd9l7772ngoICdejQQadPn/Yu79Onj8aPH69JkybZXu/hw4d18OBBFRUVhfNtAsgw0QT1X7W+BykkBPUAED90bAEAAGKPQoP4MQrqz9zk8+J/rfc3CurrdJHPK0J6AHAixi+AzBNWSL9582YNHjzYb9nKlSu1Z88ePfTQQ34he21t61TPAwcOlMvl0s9+9jPT4/7tb3/TLbfcoqysLLW0tEiSLr74Yn388cd+Ab0kTZ8+XZ988olefvll2+vt1q2bLrrooqCKe8Cp6OSmBqNgvuX8YmUdjayaHgAQe3RuAQAA4osxjPip6OvWMJPHCjSNltqHENRr9N8M1xWWjlZluc0BAABxx7gFgLCeSX/ixAnt3r3br9XX1+vo0aPavXu3JGny5MkaM2aM+vfvr+uvv14bN27U+vXrtXHjRu9xVq1apQcffND7+je/+Y3OP/98LVu2TEVFRbr22ms1f/58LV++3O/8WVlZmj59ulatWqUzZ874revUqZMefvhhXXHFFerbt6/GjBmjP/3pT6qpqTGc6h5wKp7tlhztd9oPLHz1FevK+ZbziyM+f+HHpRHvCwBo5XlWGx1dAACAxGAMIzmaRlusrD/bLBSWWh0AABBPjFsA8Airkj4UBQUFWrx4sXr06KHq6mr9/ve/D3qufJ8+ffyq7j/66CNdffXVWrJkid5++21VVVVp2bJleuihh/z2Gz9+vPr27avf/e53Qec9c+aMhgwZottvv11du3ZVdXW1tmzZoqlTp+rEiROx/jaBuOJu9OQwmvY+FtPZh4pp7wEgMnRuAQAAkocxjPh4y21eTS8ZVNQHBvMbviZNNK6ml4wr6n0/V1eWl4VzuQAAG4xdAAgUdUg/btw4v9ePPvqoHn300bD2kaQ333xTV155peV+GzduVFZWluG6kydPqrSUSlQA0Wm/062SqsgrAaKd9p6gHgBCQ+cWAAAA6S6koH6DxQFCCOqlr5msm0dQDwAxwPgFADNhTXcPIHGYMi51RTztfW1+awMAmGJaOABAJO655x61tLRoyZIl3mXdu3fXypUrVVVVpfr6em3YsEEDBw60PVaXLl302GOP6eOPP9YXX3yhd999VxMnTvSu379/v1paWoLaY4895t1m5cqVQevfeOON2H7TQAIxhhE/bxnMUtDo0yLXdLaZ43M3AESGx/EBCAUhPeBgdHKTo6JXgqfpCwjnC/dMSez5ASAF0LkFAETK5XJp1qxZ2rlzp9/y9evXq7CwUDfccIOKi4t18OBBbdq0SR07djQ9VocOHbRx40b169dPkydP1iWXXKKZM2eqqqrKu82IESPUs2dPbxs/frwk6fnnn/c71oYNG/y2u/baa2P4XQOJxxhG/LzldpsG8w0TDXbwtSGwUj4wnN9quTufwQEgNATzAMIV82fSA4gtnu2WHBW94jztvU3FfOGeKar88tqIzw8A6YCOLQAgWp06ddKaNWs0c+ZM3Xvvvd7lRUVFuvLKKzVo0CC9++67kqS77rpLn3zyiaZNm6YVK1YYHu+73/2uunXrppEjR6qpqTXkOnTokN82NTU1fq/vueceffjhh9q61T8IO3XqlI4cORL19wg4CWMYydEwUepoO+29VRi/VdIY07VMfQ8A5hi7ABApQnogBdDJTY64BPVMZw8AtujgAgBiZfny5Xr55Ze1efNmv5A+NzdXknTy5EnvsubmZjU2NmrUqFGmIf3111+vN954Q8uXL9cNN9ygTz/9VM8884weeughNTc3B23foUMH3XrrrVq8eHHQurFjx+rIkSP67LPPtHXrVi1YsECffvqp6feSk5PjvW5JysvL8/sXwfgZJce4ceOCbkqJhezsbL9/M82e7dv15THmQXrDFKnHHwMWXurzdV47mzP8VZJ/Wf656uT9OqtdTkjXGQ7PMeNxbCQe72d64f20d/mkRZJS43OGkz8TOfGagEQhpAcACzEJ6vfvi2hfqukBZBKCeQBArE2dOlXDhw/XiBEjgtbt2bNHBw4cUFlZmb7//e+rvr5ec+fOVUFBgQoKCkyPWVhYqK9//etas2aNrr32WhUVFWn58uVq37697r///qDtb7zxRnXt2lVPPfWU3/INGzbo+eef18GDB9W/f3/df//9+stf/qKSkhI1Nho/ZXrevHlatGhR0HLfqfZhjJ9Rehk6dGiyLyF5amutV0e8MqyNYq7vuNlJOS/ig/czvfB+mqutnZvsSwgbn4kAZ8mS1JLsi3CKvLw81dbWKj8/X3V1dcm+HCAI1fTJEXFIf07rP1nvRRbSexDUA0hnhPOxx2daAJB69+4tt9utq6++Wm+//bYkacuWLXrrrbd09913S5KGDx+uFStWaNiwYWpqatKmTZu81fDXXXed4XHff/99nXPOOerfv79327vvvls//vGPdeGFFwZtX15ersbGRl1//fWW19uzZ08dPHhQN998s9atW2e4jVElfVVVlXr16sXvexP8jJIr1tX02dnZGjp0qHbu3Gk4c0WmMKum33P25z3mS+bV9pKky0zmxb+v9XfYuf8+0nL3v7/wY+vjhyGrXY76jputg1seU8sZ4xuUkDp4P9ML76c/T9V8qnLyZyLPtTGGgUxEJT2QQpj2PjnCrqY/x/9ly6UDogrqI62oLyydJEmqLH8h4nNHY2Vp6wDi9PJTSTk/AGcjnAcAxFNJSYl69OihiooK77L27dtr9OjRmj17tnJzc7V9+3YVFxcrPz9fOTk5qqmp0ZtvvmnZ56qurtbp06f9AsL33ntPBQUF6tChg06fPu1d3qdPH40fP16TJk2yvd7Dhw/r4MGDKioqMt2msbHRsMq+rq6OAU0b/IySI15BenNzc0aH9O9u2aLLXG1jFO96fmed/ZlsObJFru4WYxi7R0l9fG6geKB367+NrXVcdff8TecuuNx098sm3Kfd5fearo9Ey5lGQsA0wvuZXjL5/UzHcQs+EwHOQkgPpBiC+uSwDerPMV8lRR/Uh8MTzvu+TmRQ7wnnfV8T1AOQ0rODCwBwps2bN2vw4MF+y1auXKk9e/YEPT++9uz00QMHDpTL5dLPfvYz0+P+7W9/0y233KKsrCy1tLQGWhdffLE+/vhjv4BekqZPn65PPvlEL7/8su31duvWTRdddJGqq6tD/h4Bp2P8In7etfm5uj9xWwf1h8ZIq83HKL544G3LoH5Q6S9iHtQDgFMwdgEgUQjpgRRERzc5DIN6m3A+Vuyq6QODeaP18QzqA4N5o/UE9UDmooMLAEi0EydOaPfu3X7L6uvrdfToUe/yyZMn69NPP9WhQ4c0ZMgQLVu2TOvXr9fGjRu9+6xatUpVVVWaP3++JOk3v/mNfvCDH2jZsmV69NFHVVRUpPnz5+uRRx7xO1dWVpamT5+uVatW6cyZM37rOnXqpEWLFumPf/yjqqur1a9fPz344IOqqakxneoeSFWMXySPYVCfHf1x/6/uP/sVfXwA6YWxCwCJRkgPAGGo6OVWydHInlEfj2nv7cL5wG1jHdTbhfMAMhedWwCA0xUUFGjx4sXq0aOHqqur9fvf/17333+/3zZ9+vTxq7r/6KOPdPXVV2vJkiV6++23VVVVpWXLlumhhx7y22/8+PHq27evfve73wWd98yZMxoyZIhuv/12de3aVdXV1dqyZYumTp2qEydOxOebBZCR3J+45eppMoZxxwBpVejV9G3hfCtuxgeQLhi/AJAsWZJakn0RTpGXl6fa2lrl5+fzXA6kBO5GT45IQ3qPqKe9n9MU1e7RBvXRBPN04IH0R+c2+fhMCwCZgd/39vgZOUcsxi+ys7NVXFysHTt2ZPQz6cNlGtJ7WAT1kvSzBS9aro+mn5/VLkf9xs/VgU2LM/aZ1+mE9zO9pPv7mWljF07+TOTkawPiLQaTHAFIFpcrurAYkak4P7rBhZZLB0S2Y5cBrS1Jni3tomdLu0R1DCrvgfRVWDov4zq5AAAACA3jF8njPmwzhnGHwThDQW1bs0E/H0Cq8IxbMHYBwCkI6QEgAtEG9WEJDOdXXhLV4cKZIl8KDufP0TlRnT/SDvzq0k5aXdopqnMDiC06uAAAAAgVQX3yhBTUmwTz9/9unO3xCeoBOBnjFgCcipAeSHF0clOTbTW9J5g3q5yPc1DvCebNKuejDerDERjOE9QDyUcHFwAAAJFgDCN5jIL6i3q1NStWQf05Z/8HAE7D2AUApyOkB9IAndzkiMu09+FMaR+HoD6cKe2j6YTb3WXvCebNAnmCeiDxqJoHAAAAUpv7sNs0mL9oerHlvoFBfWA4H+3j8VIR/SPAmfhvE0CqaJ/sCwCAVFZxvlslRyO/SaLl0gHK+jiKC1h5iTT9/Yh3LyydpAe0OeL9z9E5OqmTEe27sjRX08tP+S0jfAechU4tAAAAYs3lcsntTuAj5BCyi6YX658rd5iuv/934/TAd98wXf9saRdNK/88HpfmKIH9pMLSeaosL0vS1QCQGL8AkJoI6YE0QSc3eSIN6o9ec/aLlbG9npDddvZPwOoknV+tQX37CP8UrS7tpNvK62N8RQDo2AIAACDeGMNInnUVbn2zxHwMwzCoP+dwyMc3Cup9+xipHGZb9ZUI6oHEY/wCQKojpAfSCJ3c1OAN58+qmS5dEE1QH241/W3+v/oX3HaNHlj954hPH0k1/f1qm6r/59oX8bkJ6oHYoGMLAACARGMMI3lCCuqf3WC4bsEz/fXALfstj/9saRct0F2G61ItzA6nr2T0vaXLDQqAUzB+ASCdENIDaYZObnLYVdMHBvOB4h7U32b96z4RQb1vMO9roQZEFdQDiAwdWwAAACQbYxjOs+1sEXxPi22sgvrnlG97DqcH9dH0lai2B2KP8QsA6So72RcAAOmi4vzggYWj19gH9B4106O8gJUGIfht7W0Deo8Ft4V4oSbO0TlBy+7XJd5mZaEGRHxenmMPhKewdB4dXAAAACDDravwH8PY9nlbQC9Jh6+daLn/gmf6+71+Tvl+Af0QPW25v9P6JJ5+UjTXNV8Pa74etj0PgNAwfgEg3WVJakn2RThFXl6eamtrlZ+fr7q6umRfDhAV7kRPnn6u8J9P7yuqinpJ+kt0VenRVNRL0gL1jWi/aKvpmfYesEbHNnPwmRYAMgO/7+3xM0odoYxhZGdnq7i4WDt27FBzc3MCrioz9B5oPYbR8xXjae89htxy1HL9Lt1qus7z3+iBTYvVcqbR8jjxEKs+klEw/6B+bLlPOlbUZ7XLUb/xc5P2fiK2kvl+Mn4Re07+TOTkawPijenugTTFlHEZ6HRwJXsiLRh3thJ/y56I9o922nueTw8Eo2MLAACAVMAYhnMdvnZicFDf/ljUx52nXylXOVEfJxKDSn8Rk+NYVc3P18OWQT1T3wPBGMMAkGkI6QEgxg643VFV04f9fPrAcP6qQdJruyM+f7jPp/eG8x7jvpzwoH6hhkqSbtPrEZ0XSDd0bAEAAACE4qMP3bbV9Ievnaier64xXLdrbZaGTDGfqHWInvarpp+nX0V2oTEQGM6fq076QuHd7P+gfuP9+oROWG5rFNQXaVBY5wPSHeMXADIZIT2QxrgTPXniHtTbVc3HOagPCuaTxBPOexSWjlRlOUE9MhMdWwAAAKQyxjCSxyqo7/G36I8/RE/rX/Rx9AeKkFXlfChBvW8w76uzOocU1D+vpwzXXVP6tP5cbv44ACBdMX4BAK2yk30BAOLLFeXz0RG5A1EOLtRMN1h4+pzQp7W/Krq7sxfcFhzELxh3TWgB/bgvR3zehRpgs36otxkpLB0Z8bmBVFRYOo8OLgAAANICYxjJ89GH/mMYPf7mH9C3dPq26b671mYZLx93pbdZWTWpXegXGiJPPymavtIAPaMBesZym87qbLquUheoUhdY7n9N6dMRXRuQihi/AAB/VNIDGYC70ZMnJhX1T0TxrPkYVNTrowh3jvG092ahvBEq6pHu6NQCAAAAiLWPPnSr5EhkYxi71mZJv7nCdH3ZuJs0b8sfTdf/trSdZpafiejcHmb9pC9Ur3PVyXS/wGr6wGB+hbpohj433T+woj4wmC/R/1WF/sN0fyrqke4YwwAAY4T0AOBQ3kr87aOScwEzz1a0Lwz/GfGx0FpRb35Huh2CeqQjOrYAAABIdxQaOFdLp28rqz7g2fSf/9DnxT8iOm57tdcZNUuKLKQPpZ8USlB/oX5ruj6UoP5tmRdZENQjEzGGAQDWCOmBDEEnN3nCraYPnCbfPfyvckUT1IdbTT8zYLr5nw+IPKiPtJp+7YHWf6cMjuy8QBqhUwsAAIBMwxhG8lT0sK6mb+n0bWV9fL7xylu+Ij1jHtQHVtO3DxiaXlmaq+nlp0K+1nD7SkZB/Rd6wefVUcv9jYL6+fq69+ubFVmhwAeKfAZEwGkYwwCA0BHSAxmETm7y2AX1ds+vj3tQHxjMx1I4Qb0nnPe+fieqoJ5qeqQqOrUAAADIdIxhONAJ+01CCep/tuVF0/WhBPXR9Jdap7X/s+G6fTpfA0II6vepxHDdcxppGdQHVtMHhvOFpfNUWV5meX7AiRjDAIDIZCf7AgAkliuK56MjOkZB/AG32zag93AP/2t0F3DVoOBlMweEFtD/PI4h/toDbc1w/TtRHb6wdGRU+wOJVFg6j84tAAAAcBZjGMlR0SNgnOKE/AL6lnzrIFu3fCV42Td9mo2VpblByxaWfuRtkdt5tpnbJ5NZAiTt+9VXte9XX7Xc/zlZj0GU6P/qA+02rZ6nP4hUwhgGAESHSnoASKBQA3kzMamo//LJyPaN9bT3ZqG8ESrqkebo1AIAAABwkooebpXss5j2Pv+osmrNA23d8hXpC+OK+vsfuUE/+6F5Nb3UGtQfkPEYxG36N63Wcsv9/QUG8z0lHTbdOrCiPiiY/1V76SdNpvsbVdQ/p/xQL5aKejgeYxgAEBtU0gMZiDvRM9N7s07qvVkRBvSxMO7L9lXzVqioR5rx3HFO5xYAAAAwxxhGCpp6tLVZuP+RG0zXvaVuekvdLPe/Tf8WwoVYVc73tNxzn863rpz/lXXt23MaqeeU723+/mi5r0QICmdiDAMAYouQHshQdHJTV7jT3geG8++NjuLkkU57//yA1pYkPfWxeurjpJ0f8EWnFgAAAAgPYxjJUTHAejbAoGnvA8P571iPAzz0q2v9XgeG859phOX+hkH9+fvami2DoP7ZxrZmxyion9O+rVkyD+ory8uopIdjXD5pEeMYABAnWZJakn0RTpGXl6fa2lrl5+errq4u2ZcDJIQ7yunXkTxW097bVcxf+r9RnjzUae+Ngvm/hDMlnYEwpr03CuZfLz8Q3fmBCNCZRSLxmRYAMgO/7+3xM0ovnvdzx44dam5uTvblZBSrae8lKWuizQGeMh5DyOuQpdr/019T85/RF3WnTXfvqm2Wh199/lzzlUdP2FycpGcPma/752X2+1vVBCx9y2bnm7xfpXown9UuR/3Gz9WBTYvVciaEmxzgWIWl8/gbmmac/H46+dqAeOOZ9ECGc7lcBPUpyuj59KFOZ//e6BgE9WbsKua//m/RBfU2z6e3q5gfWdqPoB4JQzgPAAAAINVVDAh+Pn3Foz7jERNtZvz7zoDgoL7ndql9e0n9I74uy3De4/zO5kH92rPjYWe6m+9/0bvmQX2/9a3/fnyj+f5zhtkE9X9UZflei/VA4jCGAQCJRUgPACnMPfyv6hThtH9RBfU/HxBcTR/OdPZxCOqZzh5OQscWAAAAQDqpGOCW5swxXOe+dpRcr4QQ1Jc/b7hqw6qOGjvpc9NdP9MIv2r6kMJ5X4FB/dqAYpV2n4QX1HvCeY+R66XXbzTf3zCo72q+PZBgjGEAQHIQ0gOgmh6R+fkAKYRZ30zFIKjvOaWb/XYGqKZHPNCpBQAAAOJvzJgx2rJlS7IvAwGsgvqWja3/Zlns/6e1nfSvU+pN13+mEfrT+VdFfoHnd5Z+8z/m60MJ6ttZVLyHFNQfMFxVWPoVVZb/w3xfIE4YxwCA5MpO9gUAcAZXhNXYSL76KG6weG90ZPt9OLq1Jc1n/9baojCytF9srgUZr7B0Hh1bAAAAIIEYw0iSpUstV7uv9X8kX8vGtoBeklrafcty/z+t7RS87Ldf9baI/GpsW7PT7pPgZef8a1uL1JfONguFpV+J/PhAGDxjGIxjAEDyZUlqSfZFOEVeXp5qa2uVn5+vurq6ZF8OkBRU1KemSKe89wh12nujYH5gTVSnDq+a3iCY7znr2ahOT0U9IkFnFk7GZ1oAyAz8vrfHzyi9GL2fjGEkicm09x4ld1tPfZ91pnXa+7z27VX7zRuVv2696pqa2jb4fLDJnpLuybG/PqtAPm+R/f4dZpivO/2f1vv6VtMbBfMLDljunsoV9VntctRv/Fwd2LRYLWcak3058BHJGAZ/Q9OLk99PJ18bEG9U0gPww93oqSmaano7nqp5s8r5Dy+I8gRft6mI91TNm1TOH35iWpQXAISOu80BAAAA52AMI0mMKuqXLm1rNgwr6od9q61Z+aVF+PubAa3NSt0i83VfntHarHT4kfX6keutK+cf6Ge5OxX1iCXGMADA2XgmPQCkiXq3O+KK+vdGB1fThzOd/YcXRFlRb/R8+jCmsz/8xLSIK+p5Pj1CQacWAAAAAHxYhPEVfd0qOWg9PtHS7lvKvzxPUq10+e1Ss8/KMZdKW98z3/mXjf4V9YHBfN4/pbqLzPevW+RfUR8YzA+QtM/i4jv8KLii/sRvfV7caLGzWoP6gIr6GTpovQ8QBsYwACA1MN29D6bVANowZVxqinba+w5Rnj/qqe9fiG73aKa+J6hHIDq1SFV8pgWAzMDve3v8jNKL1fvJGIYzmQX1Ffv/Q5I07safq3ZArfL35auu2eC/UaugXpK6XGq93iqol6QR/7RebxXUS9LxL5uvq37ZZmdpxoKtpusWlB+x3d9pmO4++WI5jsHf0PTi5PfTydcGxBvT3QMwxJRxqSnSae/r3e64Tplv560LWlsyjSztl9wLgGMwHRwAAACQWhjDcKaKvv7jDBX7/8Mb0EvS1lcesD7AGIMQfvClbc1OXnAI/+bt//S2SHW5sbVZKrjOfN2ms83CA6U9wrsoZCzPGAbjGACQepjuHoApl8vF3egpKJxp7wOD+c/cbnWNYnAj3GnvA4P5t2ZJw56I+PQRTXtPBT0kquYBAACAVMcYhjNV9HVL//M/kR9gzKXSUZN1F0myy9rz/qk3v2m86s1LpSusivUDpr0PDOa7TN+jz1daVNMXXOdfUR8QzK8YN0YztphX0z9Q2iMlK+oRf4xhAEB6oJIegCXuRk8/nqp5s8r5z6Ic1PjQpiLeUzVvVjn/1qyoTq/DT0yz3eb18gPehszG3eYAAABA+mAMI73subi1WbKY0b7lvdZm5U27gvwB1pXzXabvsd6/4DrLyvkV48ZY7k5FPXwxhgEA6YWQHgDSkFEAH86U9vEI6sOZ0j4eQT3BPHzRsQUAAACABBk71nJ14LT3geH8nittjh8Q1AeG81990Hp3o6D+i05tzY5hUH/O2LZmwyio76XPvQ1gDAMA0lOWpJZkX4RT5OXlqba2Vvn5+aqrq0v25QCOwpRxmSmaqe8l6USU549m6ntJquxTFuUVIJ3QoUWm4DMtAGQGft/b42eUXsJ5PxnDcKiAae+zc3JU/IMfaMejj6q5sVGd/+//tdz9y29YH77lVev1f59vvX7oIfN1PQut95Wkz5/9P+Yrf/tj2/3v2/L/TNd9p/yk/QUkWVa7HPUbP1cHNi1Wy5nGZF9OWkjmOAZ/Q9OLk99PJ18bEG88kx5ASHi2G8LhqcRvn6ypBruuPvvFR8k5PxyFcB4AAAAAHGDsWOPn048aJTU32+6+58rgoN7tW2X/88guq1OHs1/sM9/mcKV5UL/q7L83Wp1k5sPmQX1vy8uTJD1Vek5KBPWIHmMYAJA5qKT3wR07gD2C+swTTjW90TT50Qb1YVXTe8P5NpX5BPWZiE4tMhmfaQEgM/D73h4/o/QS7vvJ+IXzZWdnq7i4WDt27FDz2ZC+cwhjCFaz9pXYBPW+1fTecN7HQIugXvIP6lcZrL/Rqppe8g/qDcL5+1abV9NLzq6op5I+ck4cw+BvaHpx8vvp5GsD4o1n0gMIiytZldFIGrvn03/mdnubkaYoB0Zsn0/fdXVbM1BYG8It6UgbPKcNAAAAgMT4Rao6YTGGcMLttlwvSRULrY//1Qdbw3mjgF6SPhxgvf/hytZw3iigl6T10x63PsDMh1vDeZOhin+/7XrL3Z8qPcf6+EgpjGEAQGZjunsAgK3P3O6ginq78N5Xk9sdVUX9W7MMKupNQnlkJjq1AAAAAJAeTrjdfhX1QcG82y1ZjDFULAyuqK+4ru0YuQutxyc+HBBcUX/O0z4v7rPcXeunPW5QUX+D9U4hcHIVPcLDGAYAQGK6ez9MqwGEjmnjEImop75fG3kwz7T36YdOLWCMz7QAkBn4fW+Pn1F6ifT9ZPzCuYymuw+L3RiDxXufG8L4xGCLqfNftAnqJenGZzeYr9xwseW+vtPep0o4z3T39lJpHIO/oenFye+nk68NiDcq6QEAjjfU5plyoSis7U1QnyZSqVMLAAAAILlcLhdBfboyqqgP8b0+5XabBvWnPMd42TzIv+HfzYP6G6tCuICJey2D+n+/7XpVfnttCAeC0zGGAQAwQ0gPICJ0chGJcKe9DwznW967TVmXRl5NT1CfuujUAgAAAACCRDE2FRjUnwo4VsV1bpWEEdQHhfOjJ0r/a1FNbxTUr36n7etvm+8KZ2MMAwAQCkJ6ABEjqEck7IJ6u6r5aIN6pBY6tgAAAACixfgFzAQG84FCCeqzZkRxARP3SrcYTw1fWHqZKsvfjeLgSDTGMAAA4ciOZud77rlHLS0tWrJkiXdZ9+7dtXLlSlVVVam+vl4bNmzQwIEDbY/VpUsXPfbYY/r444/1xRdf6N1339XEiRO96xcuXKiWlha/Vl1dHXSchQsXqqqqSg0NDdqyZYsuu+yyaL5FAEAcNBl0gof+PDbT2tsprO0d/5MgaoWl8+jcAgAAAIgZVxizugG+Kq4zCPLLfZqV0RPN1zX0bm1IeYxhAAAiEXElvcvl0qxZs7Rz506/5evXr9fp06d1ww03qLa2VnPnztWmTZt02WWXqaGhwfBYHTp00MaNG/XJJ59o8uTJ+uijj3TRRReprq7Ob7t33nlH48eP974+c+aM3/qf/OQnmjt3rr7zne9o7969uvfee7Vx40ZdcsklOnHiRKTfKgAL3I2OSDW5re9Gt8K09+mJDi0AAAAAwIkqrnOr5AfGYxgt35Kyng/jYIHB/JOF0vcqDTelmt7ZGMcAAEQjopC+U6dOWrNmjWbOnKl7773Xu7yoqEhXXnmlBg0apHffbf3wcNddd+mTTz7RtGnTtGLFCsPjffe731W3bt00cuRINTU1SZIOHToUtF1TU5OOHDliel1z5szRAw88oHXr1kmS7rjjDh05ckS33HKLnnjiiaDtc3JylJub632dl5cXwncPIBBBPZKBoD590KkFAAAAkAiMXyApRk+UyndFvDtBvbMwhgEAiJWIprtfvny5Xn75ZW3evNlvuSfwPnnypHdZc3OzGhsbNWrUKNPjXX/99XrjjTe0fPlyHT58WLt27dK8efOUne1/eUVFRaqqqlJlZaWeffZZ9e/f37uuf//+Kigo0Kuvvupd1tjYqK1bt2rkyJGG5503b55qa2u9raqqKvQfAgAgaoZTxoWh5b3bItvxgZGtDUnjmQqOzi0AAACARGLae0Sq4lHzMYyWb0V58CcLgxbN115vQ3IxhgEAiIewQ/qpU6dq+PDhmjcv+A/Snj17dODAAZWVlalr167q0KGDfvrTn6qgoEAFBQWmxywsLNTkyZPVrl07XXvttfrFL36hH/3oR1qwYIF3m7///e+6/fbbdc0112jmzJnq2bOnXn/9dXXr1k2S1LNnT0kKqrQ/cuSId12gsrIy5efne1uvXr3C/XEAOItOLiIVbVAfloBwvvCnUxJ3bkjiOW0AAAAAko8xDMSDZVBfOsT+AE8WmgbzT5ZG/NRaRIExDABAPIX11713795atmyZrr76ap06dSpofVNTk2666SatWLFCx48fV1NTkzZt2qRXXnnF8rjZ2dn65JNPNGvWLDU3N2v79u268MIL9eMf/1j333+/JKm8vNy7/TvvvKM33nhD+/bt0x133KElS5Z417W0tPgdOysrK2iZR2NjoxobG0P+/gFYY9o4JIPttPc2FfOFP52iyofWxviqEIhOLQAAAAAnYQwDkah41OTZ9LND2Ll0iPm09+s62u7+ZGl7fa+8KYQTIVqMYQAAEiGskL6kpEQ9evRQRUVF2wHat9fo0aM1e/Zs5ebmavv27SouLlZ+fr5ycnJUU1OjN9980/JDb3V1tU6fPq3m5mbvsvfee08FBQXq0KGDTp8+HbRPQ0ODdu3apaKiIknS4cOHJbVW1Hu+lqTu3btbPsceAJB8Fde5VfJy5JUMhkE909knHZ1aAAAAAEBaCwjnW7ZKWWMstg8M6gPC+Qevm6T5L79gujtBfXwxjgEASKSwprvfvHmzBg8erGHDhnnbtm3btGbNGg0bNswvZK+trVVNTY0GDhwol8ulF1980fS4f/vb3zRw4EBlZWV5l1188cX6+OOPDQN6ScrJydGll16q6upqSdL+/ftVXV2tCRMmeLfp0KGDxowZo9dffz2cbxNAFJgyDpGKyfPpPdPZhxnQM+19bDEdHAAAAIBUwBgGIlHxqLs1nDepnm/ZanOA0iGt4bxJ9fyD102y3J2p72OL580DAJIlrL/oJ06c+P/bu/foqKo07+O/xBDal5WgYBMCBLkFRxAREhxEhiAqIjgwrSgt4w0UcKHYdmapEGFJLwYQnQkEiNrSTIQe8H21HejuQWxDpGmkAQVUlIvNsoFIbgREcgOSwH7/wJSppC6pS6pOnfp+1tpLcm516jyeSvbz1N5HBw4ccFpWXV2t06dPO5ZPnDhR5eXlKiws1IABA5STk6ONGzcqPz/fsc+aNWtUVFSkrKwsSdLrr7+uWbNmKScnRytWrFBqaqqysrK0fPlyxz6vvvqq/vjHP6qwsFCdOnXS3LlzlZiYqDVr1ji2WbZsmbKysnTkyBEdOXJEWVlZqqmp0fr1632/MgD8xpRx8Je/I+pj0n74h/svm3vl77T3DZ24v3+w2P8XtwE6swAAAAAiETkMtAaXI+q33tfi/V2NqF+k5xz/fkLRnYMIFDkMAIAVBP1rd8nJycrOzlZSUpJKSkq0du1ax3PlG3Tv3t1p1P2JEyc0evRoLV26VPv371dRUZFycnK0ZMkSxzbdunXT22+/rWuuuUbl5eXatWuXhg4dqsLCQsc2r7zyiq688kq99tpruvrqq7V7926NHj1aVVVVwX6bALygk4tQcBTnGyzsLb34TUheu2mHrteYOVFZqKdjCwAAACDSkcOAr/Zet0dpX3seZGC2STGX3BTmf/689H9f8bj/onH3Spt6u1wXrTmIQJC/AABYTYwkE+6TsIqEhARVVFQoMTFRlZWV4T4dwBbo5MIfnkbTNyvMuxJAod7TaPqWdOiipZNM5xawLv6mBYDowOe9d1wjewlFPMlhhFZsbKwGDRqkzz77zGlAVyRxV6h/cvLl//76v72MnndTqJ+96SNJ0sua5nF3K+UgYq6IV487MnVsS7bMxdpwn44kcheB4HeovVg5nlY+N6C1+fRMegAAQsHV8+lj0lpYoA+Qq+fT+/JsMjt3AHlOGwAAiFSzZ8+WMUZLly51LOvUqZPy8vJUVFSk6upqbd68WX369PF6rPbt22vlypUqLi7WuXPndPDgQd19992O9S+99JKMMU6tpKSk2XFeeuklFRUVqaamRlu3blW/fv2C82YBACGz9zrn/MWTk38s0EvSjIfe83yAnz/v9OPsTR85CvSSNFurPO5O/9w1chcAgEgQ9OnuAaAxpoyDv/aO26P0Ut+fTy8p4Gnve73wgPSF6ynlWrS/zaado2MLAAAiWXp6uqZPn64vvvjCafnGjRtVV1enCRMmqKKiQpmZmdqyZYv69eunmpoal8dq06aN8vPzdfLkSU2cOFEnTpxQSkpKs1E/X331le644w7HzxcvXnRa//zzzyszM1OPPfaY/va3v2nu3LnKz8/XddddxyP7gDAihwF/7L1uj1aluc9fzHjoPc8j6n/+vGY/PMbt6tla5XFEvd1yEIEgfwEAiCQU6QG0Ojq58Nmzz17+7+wAjuFnoX72Fw1TykU3OrYAAMAO2rVrp3Xr1mnatGmaO3euY3lqaqpuueUW9e/fXwcPHpQkzZw5UydPntSDDz6o1atXuzze1KlT1aFDBw0bNkz19fWSpMLCwmbb1dfXq6yszO15Pfvss1q4cKE2bNggSXr00UdVVlamyZMn68033/T7/QIIHDkMtNSA9EaFeS8PlHVZqM9tPNX9R/IHxfnLyGEAACIRRXoAIUEnFy3SUJz/wZ6Xhyt99scheemG4rzjZy/fVPcmUr/JTscWAADYSW5urjZt2qSCggKnIn3btm0lSefPn3csu3TpkmprazV8+HC3Rfrx48dr586dys3N1YQJE1ReXq7169dryZIlTs9TTk1NVVFRkS5cuKDdu3crKytLR48elST17NlTycnJ+vDDDx3b19bWatu2bRo2bJjbIn18fLzjvKXLz+9s/F80xzWyl1DG87bbbtO2bdta/XWiXWxsrNN/I0H/jIwff2j0/+LyROn5Cs/7/uKhD/Vftzea1eX//PjP3FG3K/PTv7jd9yW9pWzNcvy8/3/mt/SUQybminin/7a2G++d7/g3n/PBx+9Qe7FyPK14TkCoUKQHEDIU6uFSk8J8UwEV6r2Mpm9amG+2PooK9RTnAQCA3UyaNEmDBw/WkCFDmq07fPiwjh07psWLF2vGjBmqrq5WZmamkpOTlZyc7PaYvXr10qhRo7Ru3TqNHTtWqampys3NVVxcnBYsWCBJ2r17tx555BH97W9/U1JSkubOnau//vWv6t+/v7777jt17txZkpqNtC8rK9O1117r9rXnzJmj+fPnN1teVFTUkssR1bhG9kI87WfgwIHhPoWWq3BfiV/Wgt2XFXha29PjvvP1aAteIfyuve3pkLxORUVmSF4n2vGZay/EE7AWivQAgPDwUpwPGheFem/FeadtbVyopzAPAADsqlu3bsrJydHo0aN14cKFZuvr6+t13333afXq1Tpz5ozq6+u1ZcsWvf/++x6PGxsbq5MnT2r69Om6dOmS9u3bpy5duui5555zFOk/+OADx/ZfffWVdu7cqW+++UaPPvqoli5d6lhnjPPcyDExMc2WNbZ48WJlZ2c7fk5ISFBRUZG6du2qyspKzxckSnGN7CUc8WQ0feuKjY3VwIED9cUXXzjNRmJ1TqPpXWg8ov6/NqxtvsFKz19KaDqi/rH/Od3icwunmCvide1tT+v41pUyF2uDeuzGo+YRGvwOtRcrx7Ph3IBoRJEeQEgxmj7K+VmYD3ja+4W9NfueVX7vbrdCPcV5AABgd2lpaUpKStLevXsdy+Li4jRixAg9/fTTatu2rfbt26dBgwYpMTFR8fHxOnXqlHbt2uWxv1JSUqK6ujqnYtKhQ4eUnJysNm3aqK6urtk+NTU1+vLLL5WamipJKi0tlSR17tzZ8W9J6tSpk8fn2NfW1qq2tnnRo7Ky0nLJVqvhGtlLKOM5ePBgchghcOnSpYgq0n+5davz8+ibeCVGavvOuz/8VN98gyf3StmD3e7/q/7/pL/Pf8fxs7no75mGh7lYG7QiPfmL8ON3qL0QT8BaKNIDCDkK9fCH34X6mjeCfzI+yNKrP/zLRcc8hOjYAgCAaFJQUKAbbrjBaVleXp4OHz7c7PnxFT9MXdynTx+lp6dr3rx5bo+7Y8cOTZ482WnUe9++fVVcXOyyQC9dfpb89ddfr+3bt0uSjh49qpKSEt155536/PPPJUlt2rRRRkaGXnjhBb/fM4DWQQ4Drny5Z0+zQn1N4wHvHqe1d2/ert/7f1L6se9vpYEC/iCHAQCIBrHhPgEA0SndwzeOYWPLloXutWrecCrQv/xOYF89ny3fRuJn6dVGBXrpN2PC8724XmPm0LkFAABRp6qqSgcOHHBq1dXVOn36tA4cOCBJmjhxojIyMtSzZ0+NHz9e+fn52rhxo/Lz8x3HWbNmjRYtWuT4+fXXX1fHjh2Vk5Oj1NRUjR07VllZWcrNzXVs8+qrr2rEiBHq0aOHbr75Zv3ud79TYmKi1qxZ49hm2bJlysrK0r/8y7+of//+euutt1RTU6P169eH4OoA8BU5DLjy5Z49qjktR2vszO33e945c5/Tj/N2/d6pQJ83pq1P59K07x+JeYCG9xCJ5w4AgD8YSQ8gbPg2epRatqz1pr33Mmr+5XcuavYDV/j12pL3ae8bF+Vd+c2YOD3xQWhG1NOpBQAA8Cw5OVnZ2dlKSkpSSUmJ1q5d63iufIPu3bs7jbo/ceKERo8eraVLl2r//v0qKipSTk6OlixZ4timW7duevvtt3XNNdeovLxcu3bt0tChQ1VYWOjY5pVXXtGVV16p1157TVdffbV2796t0aNHq6qqqvXfOAC/kMOAr87cfr+uLnjX/QaZ+zTvgW/drs4b01ZTPrjg8TU89f2t9ug9V8hdAACiWYwkE+6TsIqEhARVVFQoMTGR53IAIUIHN0r5WaRv0KxQ7+OU9oEU6iU1K9R7K8431ppFejq3ACT+pgWAaMHnvXdcI3uxQjzJYQRXbGysBg0apM8++yyinknfVO+enmdaaFaoL/3xefTznvE+vb2nQn1L8gBNC/WN9wlmET/minj1uCNTx7Zke30mPfkL67PCZy6Cx8rxtPK5Aa2NIn0jfBgA4UEnN0oFWqh/5qGA9g+0UB+r7/3eN9iFejq3ABrjb1oAiA583nvHNbIXq8STHEbw2KVIL7WgUL/uG7frQlGo9yRYhfqWFOnJX0QOq3zmIjisHE8rnxvQ2ngmPYCw49luUcrP59N33vSxOm/yMOV9K3s5a5RezhoV0DGC8Xx6ntUGAAAAAKFHDgOufHO0+Zc37unwY/NkwfIJbtfl6w/K1x887u+pyL5Yb2ixPM8+GIq8AvkLAACao0gPwBLo5MKbpsX5E3c9GdDxXn7nom/bNynOL8q6N6DX97dQT8cWAAAAAMKLHAZc+eboHreF+Vtn9fa4b9NCfdPi/OQxf/K4f9NCfdPifDgK9QwuAADAM6a7b4RpNYDwY9q4KORh2vuWjJjv9iffnkfflKdp71syYj5r0f/4/dq+THtPpxZAS/E3LQBEBz7vveMa2YsV40kOIzB2mu6+YbbAX/z2vz1utmOF+2nvJWnoM497XL/+g7s8rv9/Y672uH6OPA94CGTq+4bp7q10j8J/VvzMhf+sHE8rnxvQ2gKfbxcAgEAsW9asUO/LdPYn7noyoEL9y+9cbFaoD3Q6+5b6zZg4j4V6CvMAAAAAAFhYk0f55Tz8kMdC/a2zejcv1D9zqsUvN3nMn5oV6peP+fF59UktPpKzjvqpn3te1mvMnB8KbZkBHQcAgGjCSPpG+MYOYA18Ez06dU4NbLrAQEfU6/M7/d41kNH0UvMR9RTnAQSCv2kBIDrwee8d18herBpPchj+i+iR9E2K8015HVEfs9vtuqF6wevLD9VIt+uS1Nnjvo1H07sqzn/6QcsL7Y3zF1a9R+Ef4mkvVo6nlc8NaG08kx6A5fBsN4TSrfc/qVvvD+z59sF4Pj3PagMAAAAAwN52rL7cPNmlJR7W/Vm79GeP+5ep1OP6xXpDHfVTt6Pnh4zJ9nyCEvkLAACCgCI9AMASSo8ENvrgxF2+FdqbFudvXdg7oNf3t1C/SM9pkZ4L6LUBAAAAAOHBQIMo1eSxfU3lPPyQ08/NivO/+UeP+zct1Dctzi/TfI/7uyrUz9FPHc0bV4V6BhcAABBcTHffCNNqANbClHHRqTWnvW/JiPkdL37jdRt3fJn2nsI8gNbC37QAEB34vPeOa2QvVo8nOQzfRfR09w28THufPtLztPd6wv2095d5LuY/66VYv0wD3K7rKO85ktMq97pNA6vfo/AN8bQXK8fTyucGtLa4cJ8AALiTnp5OJzcKlR7ZE1Ch/sRdTzYr1Ac6nX1LLcq612OhnsI8AAAAAAA28uyzzQr17f+7UWF+pJf9f/OPzQr1C7XX8e8X/TytZakPX/7Hkc/dbnNab7gt1PtSnAcAAP5hJH0jfGMHsCYK9dEp0BH1kxL93zeQ0fRS8xH1FOcBhBJ/0wJAdODz3juukb1EQjzJX/jGFiPpf9Dew2MPUn/jff+FT7zmdt2Lmulx38aj6R3F+cY8FOol5xH1gRTnI+EeRcsRT3uxcjytfG5Aa2MkPQDAVrrO/uEf7vu3Xt26sHdAhfpFWfdKiwJ7xj0AAAAAILIwIyBcOfKEh0J9O+/7L9RrHgv1yzRfSvWQw0i9yeuIeuk+7ycCAACCKjbcJwAA3qR7+DYy7Kv0iG+Jja6zGxXoJX3s+YvmXt260M8i+6LeFOgBAAAAAIgiZ718OePIE00WtJNTgf7Ftz0nMRa6GInQW+sdzavUm1wsvK9RAwAAoUaRHkBEoFAfnbwV6hsK842L840FWqj3CcV5AAAAAIh65C+iV4sK9U2K8421pFDvrjDf+8huN3s1knqTKMwDAGAdFOkBRAw6utHJVaHeU2E+mLyOpm8ozFOcBwAAAAD8gPxF9HJVqO9T8GPzxlWh/sW3ZzqaJx4L9Ud6X24AAMAyeCY9AMDySo/sUdpq/5IcH8+Uhgf7+fQU5QEAAAAAgAtn9+xR2lnXOQzTSYo56Xl/T8X4b96erN4Pup/evveR3fom9R9/XEBhHgAAy2IkPYCIwrfR4Y+gPJ+eUfMAAAAAgBYifwF3TCcPK//ph+bBN29P9ri+95HdjJwHACACUKQHEHHo6EanvY97frabN/4W6nfEXG4AAAAAAPiC/EX02tvecw6jWaG+aXHej0L9N5rsaAAAwPoo0gMAIkaghXpfUJwHAAAAAASKQn30alGh3tPI+RYU6inMAwAQuSjSA4hIdHLhD2+j6RsK8xTnAQAAAADBQg4jerkq1A8Y9WPz24M/NAAAELEo0gOIWHRyo1NrTHtPYR4AAAAAALSGve33uC3M39DVy85NR9NTnAcAwDYo0gMAIk4wCvWMmgcAAAAAhAoDDaJTj/R09fAS+xYV6inOAwBgOxTpAUQ0OrnRy99CfczrlxsAAAAAAKFEDiN6NC3O/9nLAAGXhfpujRoAALAdivQAIh6dXLQExXkAAAAAQLiRw7A3TyPnW1SopzAPAEDUoEgPwBbo5EYnb6PpGwrzFOcBAAAAAFZBDgNNfRVzuQEAgOhBkR4AENFcFeopzAMAAAAAgFA7tsfzYIKmo+kpzgMAEL0o0gOwDb6JHr32Pr6HUfMAAAAAgIhBDiN6/TmG4jwAAKBID8Bm6ORGn/T0dOIOAAAAAIg49GXtyd1o+msaNQAAAIr0AGyHTm50oDgPAAAAAIh09Gvt6diePU5FeQrzAACgqbhwnwAAtIb09HTt8fIcMEQekhcAAAAAALshh2Ev5C4AAEBLUKQHAFgeHVwAAAAAAGBl5C4AAIAvKNIDsC2+iR7Z6Nw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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 43 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 7 - Lang Bay\n", + "\n", + "* Surface McRae Islet" + ], + "id": "227fed9de7da7d6" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:28.654680920Z", + "start_time": "2026-02-05T20:45:27.772538798Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "914509d18b2a2167", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 44 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 8 - Jervis Inlet\n", + "\n", + "* Surface Skyes Island (2 green cells)" + ], + "id": "2640f4ab018a2d6c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:29.541869758Z", + "start_time": "2026-02-05T20:45:28.711746626Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy, vmax=80);", + "id": "85ebb85cfd641527", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 45 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 9 - Jervis Inlet\n", + "\n", + "* add land cell to make point in head of western inlet\n" + ], + "id": "1482c91dc7fb5335" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:30.438999061Z", + "start_time": "2026-02-05T20:45:29.609786964Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy, vmax=40);", + "id": "96b6c436fb2ff7f1", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 46 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 20, 10 - Jervis Inlet\n", + "id": "9308ffedca765e7" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:31.067009634Z", + "start_time": "2026-02-05T20:45:30.494975347Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=80);", + "id": "90fc1e232967d1f4", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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rl3r06FHiMf9p0aJFDp8PHTqkjRs32scsys0336yKFStq4cKFDt9vdna21q9fr+7du593PH369NF7772nr7/+WnPmzCnUfj55jqZNm+q7777T4cOH9eCDDzq0derUSePHj9fDDz+s7Ozsc8ZX0vHHjh2rBQsW6JdfftGyZcs0fPhwzZkzR8OHDy/1FgKStGTJEuXk5Ng/Z2Zmavny5fr3v/8tH5+zU26+vr4KCQnRzp07lZOTo7y8PJ0+fVqtWrVy+Fv+/fffde211+q9995T79695e/v7zBWpUqV1KNHDy1dulRZWVkOP+OVK1eqSpUqRW4PAaBsYtIeAAAvlpiY6PA5Ly9Pqampql27tqpVq6ZffvlFnTt31gsvvKDu3burY8eO9j3Kq1SpUuJxitq3LCcnx+Ecubm5+uijj3TvvfeqZs2aqlOnju666y59/PHHys3NdTg2KyvL4Qam4Pi0tLRC4+Tm5qpy5cr2z/Xq1VP//v115swZh7Jr1y5JKtXEcUJCQqG6ggTEww8/LB8fH7Vp00b//ve/9e6775b4vP80cuRIffTRR/roo4/0zDPPOLQdO3ZM+fn5ql27dqHjCvaDK+p7adu2rdauXavo6GjdcsstDt9xtWrV9N5772nOnDmKj49XzZo1VbNmTfn5+UmSatasad/zsOBn62z8/Px8paenF3t9n332mSpWrGjf0xAAAAAAUHrc43vvPX7t2rUL/Xykwj+zgnvromKJj48v8t67pJyNX9w569WrJ0mKjIws9B3fc8895/3wfe/evbVkyRKtXbtWQ4cOLdRe8Hv7T8XlOZo0aaLw8HCdOXNGPXr00LFjxxzaP/nkEy1ZskSRkZH2PEfB71KNGjVUvXp1SeefZ/m7zz77TJLOa8Lb2c+pUqVK9hhnzpypqVOn6ptvvtFtt92m4OBgdezYUVu3bnX4O5w2bZqefvppXXfddVq1apVSU1P1ww8/qEOHDpLO/r5VrFhRjz32WKGfb8GDLyywAC4eFTwdAAAAcC4oKEjx8fH2z76+vqpdu7ZSU1N10003qWHDhurWrZv9yXtJCggIcFs8H3zwgZ577jk98MADqly5sipUqKAPP/zQpWOkpKRo+/btmjhxYpHtf/8+zsXZU9fvvPOO7rvvPg0YMEB9+vTRsWPHCq14KKmRI0fq448/1qeffqpHHnmkUHt2drb27dunNm3aFGpr06aNsrKydODAAYf6tm3b6ocfflBsbKx69+6tEydOOLTXqVNHQUFBevrpp/X0008XOm96erq++eYbDRw4UPv371dWVpbT8fft21co+fJPNptN0tlVBgAAAACA88M9fmHeco+fmpqqoKCgQvX/rCt4IKJ+/fqKi4tzaGvQoIFSUlLsn7Ozs1WpUqVC56xTp45DP2djFdQV9RBGgYLzDB48WLGxsU77lUbv3r31zTffaP369Ro8eLBOnz5dqM9ff/3lNM8gSTt27HCob9KkiX766SfZbDZ179690HcnSVdffbWuvvpq3XXXXYXaDhw4oK1bt6pdu3bnlWf5pwvJczj7OeXk5NjfcDFs2DAtXLiw0O99nTp1HBZO5OXladasWZo1a5Zq1qypnj176rXXXtP333+vxo0b69ixYzpz5oxCQ0P13nvvFRlPTExMqa8BgHdi0h4AAC82dOhQbdmyxf75rrvuUsWKFfXTTz/Zb1b/OeH68MMPFzpPQZ/KlSuX6BVjziQmJurrr7/Wo48+Kj8/Py1fvlyHDx8+7/MV5bvvvtMtt9yi/fv3F7sCvOCaSrPaoMCWLVu0YcMGTZgwQVdffbXmzp2rrKysUp9nxIgR+vjjj/XZZ58Veq3b3y1dulTjx49Xo0aNdOTIEUlS9erVNWjQIC1btkx5eXn2vtdee61++OEHHTlyRL169SryO0hMTCzyFXfPPfecunXrpr59+9pv3PPy8rR8+XINGjRIzz77rP0GsnHjxrrxxhs1a9asc17n8OHDlZubq82bN5+zLwAAAACgaNzjpzvt5+l7/PDwcPXv31+BgYH2V+T7+Pjo7rvvduj3448/Sjo7KRsZGWmv79ixo6688kq98sor9rqDBw/qmmuucTi+ZcuWat26dZGT9kOGDNHMmTPtn5s0aaIuXbpo4cKFTuP+/vvvdfr0aV122WVasmRJKa64aL169dI333yjX3/9Vbfffnuhty4UWLp0qT744AMFBwfr999/l3T2IZRhw4Zp06ZNDm8iaNy4sX766Sf5+vqqe/fuOnToUJHnLCrPMXLkSI0cOVIDBgxwmOgvTZ6lKPfdd58kadOmTcX2K8qgQYP0zDPP2H9nq1evrttuu02//PKL/SEAY0yhv+VbbrlFjRo10r59+4o87/Hjx7V48WI1bNhQ77zzji699FLt3r1b4eHhateunbZv317kAxQALh5M2gMA4MUGDRqkM2fOaO3atbrqqqs0depUbd26VWFhYfL391daWpo+/PBDTZkyRadPn9bQoUN17bXXFjrPX3/9JUmaMGGCVq1apby8vPP+n/133nnHfkN2//33X9gFFuGll15Sr169tHHjRs2ePVt79+5V5cqVdemll+qWW27RI488ori4OGVmZurgwYMaMGCA1q1bp7S0NKWkpJT4yfJ33nlHYWFhys/P1/vvv1/qOO+44w7997//1datW/XRRx8pODjYof3PP/+039y+9dZbGj58uFasWKGXXnpJOTk5eu6551S5cmVNnjzZfkyrVq30ww8/SJImTpyoli1bOpxz//79SklJUU5OjtavX18oppEjRyovL69Q26RJk/THH3/ou+++0/Tp01W5cmW9/PLLSklJ0YwZM+z9nn76aV155ZVat26djhw5osDAQI0aNUo333yzJk2aVOzT/QAAAACA4nGP7733+K+88or69++vH3/8US+//LKysrL0n//8R9WqVXPoFxUVpY8++kjjxo1Tfn6+Vq1apUsvvVRTp07VoUOHHB6MDw0N1eeff6733ntPixcvVtOmTfXss8/q6NGjRcYQGBiopUuXat68eapZs6amTJmi7OxsTZs2zWncsbGxeumll/Tqq6+qefPmWr16tY4dO6Z69eopODhYJ0+edMg7FOdf//qXvvnmGyUmJuq1114rtN/7rl27lJGRIensq+z/85//6Ouvv9Zzzz2n5ORkPfroo2rdurV69uxpP6Zu3boKDw9X/fr1NWrUKAUGBiowMNDefuTIEftkfFF5joKJ/A0bNjjkJEqaZxkyZIgGDRqkFStWKDY2VgEBAbrzzjs1ZMgQzZ8/X9u3by/Rd/N3eXl5Wrt2rWbOnCkfHx9NmDBBNWrU0KRJk+x9vvvuO40cOVJ79uzR9u3b1aFDBz3zzDOFHopZtmyZduzYocjISB09elRNmzbV+PHjdfDgQUVHR0uSHn/8cf3666/65Zdf9MEHH+jgwYPy9/dXixYtdNttt6lHjx6lvgYA3stQKBQKhULxrjJp0iRjjDHt2rUz3377rTlx4oQ5fvy4+fzzz03dunXt/a677jqzYcMGk5mZaZKSkszcuXNN27ZtjTHGjBgxwt6vYsWKZu7cuSYpKcnk5eUZY4xp2rSpkWSMMWbOnDmFYoiJiTHz588vMr4DBw6YnTt3Ftk2f/58k5GRUag+PDzc/PXXX0WOs3z5coe62rVrm7ffftvs37/f5OTkmJSUFPPHH3+YqVOnmqpVq9r73XTTTWbz5s3m1KlTxhhjj7fg+6tdu7bT77hixYrm1KlTZuXKlef1M5o/f74pTsH3W1CaN29ulixZYtLT001mZqZZu3atadeunUOfESNGFHvOv/9MS/PdSzLt27c3a9euNZmZmSY9Pd0sWbLENG/e3KHPrbfean7++WeTlJRkcnNzzfHjx8369evN3Xff7fG/CQqFQqFQKBQKhUIpq4V7fO+/x5dkrr/+erNx40Zz6tQpEx8fb15//XXz4IMPFrrHt9ls5plnnjF79uwxOTk5Jjk52SxcuNA0bNiw0Dmffvpps2/fPpOVlWV+//130717dxMeHm7Cw8Ptfbp162aMMWbo0KHm7bffNklJSebUqVNm/fr1pn379kX+Lv1znP79+5t169aZ9PR0c+rUKRMTE2PCwsLMTTfdVOrfU2e6devm0D8wMNAsWLDApKSkmKysLLNx40bTo0cPhz4F1+bMpEmTShRTUT/7kuRZOnfubNauXWvi4+NNTk6OyczMNBEREeaRRx4xNputVL8fTZs2NcYY88wzz5gXX3zRHDp0yGRnZ5vNmzebXr16OfStWbOmmTdvnklMTDSZmZnm559/Nv/6178K/eyfeOIJ8+uvv5rk5GSTnZ1tDh48aObNm2eaNGlSaOyPP/7YHD582OTk5JikpCTz66+/mueff/68f98pFIr3Fdv//wcAAECJtGnTRtu3b9ejjz6qDz74wNPhnLdbb71Vy5cv1y233KJVq1Z5OhwAAAAAACzHPT4AAN6BSXsAAFAizZs3V9OmTfXaa6+pSZMmatGihU6dOuXpsErtiiuuUNOmTfXOO+/o5MmTat++vadDAgAAAADAUtzjAwDgXXw8HQAAACgbXnzxRa1du1bVq1fXnXfeWSZv5iXp/fff17Jly3Ts2DENGTKkyD6+vr7FFgAAAAAAyjLu8cvXPT7fQfHO9f3YbDZPhwigHGClPQAAwN+MGDFCCxYsKLZP9+7dtX79emsCAgAAAAAA54V7fKlbt2766aefiu0zcuRIffrpp9YE5GWaNm2qgwcPFttn8uTJmjJlijUBASi3mLQHAAD4m1q1aqlZs2bF9tm7d68yMzMtiggAAAAAAJwP7vGl6tWrq3Xr1sX2iYmJUVpamkUReZeKFSvqmmuuKbZPfHy8EhISLIoIQHnFpD0AAAAAAAAAAAAAAB7CnvYAAAAAAAAAAAAAAHhIBU8HAABlWYMGDZSRkeHpMAAAuCj4+/srPj7e02EAAABctMhjAADgGuQw4GpM2gPAeWrQoIHi4uI8HQY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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 47 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 11 - Jervis Inlet\n", + "\n", + "* almost all land\n" + ], + "id": "6856adfd3bf84985" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:31.596960218Z", + "start_time": "2026-02-05T20:45:31.118646056Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=80);", + "id": "3694019ca995d866", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 48 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 20, 12\n", + "\n", + "* all land\n" + ], + "id": "31d7208854f1dea6" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 21 - Comox Harbour to Malibu", + "id": "6ef6d10f9b893e3d" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:31.654941768Z", + "start_time": "2026-02-05T20:45:31.601889518Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([655, 690])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "55a0943a008d93f4", + "outputs": [], + "execution_count": 49 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 0\n", + "\n", + "* all land\n" + ], + "id": "ef6b1297664bba2a" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 1\n", + "\n", + "* all land\n" + ], + "id": "d556f17b8871f4d6" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 2\n", + "\n", + "* all land\n" + ], + "id": "1d9413523fac5936" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 21, 3 - Comox Harbour\n", + "id": "ecc35b23f8b63ddd" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:32.132838954Z", + "start_time": "2026-02-05T20:45:31.659837943Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "fdae60f6ec372ee0", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 50 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 4 - Cape Lazo\n", + "\n", + "* connect Goose Spit\n" + ], + "id": "d982f33ceb90b265" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:32.977992042Z", + "start_time": "2026-02-05T20:45:32.152823249Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "4f63d86fe7f8f8f2", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 51 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 5 - North Texada Island\n", + "\n", + "* surface Vivian Island\n" + ], + "id": "38fba8da975de0e1" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:33.597119741Z", + "start_time": "2026-02-05T20:45:33.034735411Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=50);", + "id": "27a6fbec0b1519c7", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 52 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 21, 6 - Ahgykson Island\n", + "id": "3aff900d82c4ae8c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:34.161268654Z", + "start_time": "2026-02-05T20:45:33.648044689Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "6c81c2240a341025", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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z9Nlnn+nIkSO2ZcnJyVq7dq0yMjLUpk0bzZkzRx9//LF69Ojh8Lb3oaGhtgsLJCkiIsLu/7DH+PgfPlP/UtXP8+sPE9zYG7hCUK1Qu/97wsltf9W9v0nw2Pv7E/7O9T/e+pl6W38AMwVJMjzdCW8RERGh3Nxc1atXT3l5eZ7uDgC4Bcl5VBeJesB38HstAEgtWrSQxWLRoEGD9PXXX0uSUlNTdfDgQU2dOlWS1L17dy1dulRdu3bVtWvXtH37dpWUlEiShgwZ4vC4jRs31rvvvquHH35YhmHoxIkT2r59u8aMGaPw8PAy27/99tsaMmSI+vbtq8zMTKf9bdasmTIyMvRf//VfWrduXZn1s2fPVkJCQlWHAQAAAPB6xC8QiKikB4AAQGIeAAAAgaZHjx5q2rSp9u3bZ1sWEhKi+++/X1OmTFFYWJj279+vbt26qV69egoNDVVOTo6++OILWSwWp8fNycnR8OHDFRYWpkaNGunHH3/Ua6+9ppMnT5bZduHChRo6dKjuv//+chP0knTmzBllZGSobdu2DtcnJiZq3rx5ttcRERHKzMxUVFQUAU0HGB//w2fqX8r7PKma901BtULV+oEpykh9W8b1sneEMRsV9TXD37n+x1s/05v9AgIRSXoA8GMk5+FK3PYeAAD4kh07dqhTp052y5KSkpSWlqbXX3/dVjEvSbm5uZKkmJgYxcbGatasWRUev6ioSD/++KNCQkI0YsQIrVmzxm79W2+9peHDh6t///46depUhcdr2LChWrZsqaysLIfrrVarw9vg5+XleVWg1dswPv6Hz9S/3Pw8b49feEOCF9VnXLd6xWfI3xOuwd+5/ofPFPAeJOkBwM+QmIc7kagHAAC+Ij8/3+4Z8JJUUFCg8+fP25Y/8sgjOnfunE6fPq3OnTtrwYIFWr9+vbZt22bbZ9myZcrMzNSMGTMkSb169VJUVJQOHjyoqKgoJSQkKDg4WG+88YZtn0WLFumxxx7TsGHDlJeXp6ZNm0qSLl++rKtXryo8PFwJCQn64IMPlJWVpbvvvluvvvqqcnJyHN7qHgD81dcfJnhFQhf+h/gFAMDbkaQHAD9Bch4AAAComsjISM2bN09NmzZVVlaWli9frjlz5tht06pVK7uq+zvuuENz585VdHS08vPztXnzZo0ePVqXL1+2bTN58mRJ0s6dO+2O9fvf/17Lli3T9evX1blzZ/3ud79TgwYNlJWVpdTUVI0cOVL5+fluPGMA8A7c0h5mIFEPAPBmJOkBwMeRnIfZmOQCAABf9cADD9i9fuutt/TWW29VaZ9PP/1UHTt2LHefoKCgctdfvXpVcXFx5W4DAP6IGAbMRgwDAOCtSNIDgA9iUgtPY5ILAAAAAKgMYhjwNGIYAABvRJIeAHwIE1sAAAAAAODtiF8AAACUjyQ9AHg5JrbwVlyJDgAAAAC4ifgFvBkxDACAtyFJDwBeisktfAGTXAAAAAAIXMQu4EuIYQAAvEmwpzsAALCXnpLIJBc+he8rAAAAAAQWYhfwVXxvAQDegkp6APACTBDg67gaHQAAAAD8H/EL+ANiGAAAb0CSHgA8hIktAAAAAADwBcQwAAAAXIskPQCYiEkt/BlXogMAAACA/yCGAX9GDAMA4Gkk6QHAzZjUIpAwyQUAAAAA30UMA4GEGAYAwJNI0gOAGzCpRSBjkgsAAAAAvoU4BgIVMQwAgKcEe7oDAOBP0lMSmdgCIsADAAAAAL6AOAZADAMA4BlU0gNADfGLPAAAAAAA8CXEMgAAADyLJD0AVBMTWqB83DIOAAAAALwHcQzAOWIYAACzkaQHgCpiUgtUHpNcAAAAAPAcYhhA5RHDAACYiSQ9AFQCk1qg+pjkAgAAAIC5iGMA1UMMAwBgFpL0AFAOJrUAAAAAAMBXEMcAao5EPQDADCTpAaAUJrSA6zHBBQAAAAD3IZYBAADgW0jSA8C/MaEF3ItEPQAAAAC4DnEMwH2IYQAA3I0kPYCAx6QWMA+TXAAAAACoPmIYgHmIYQAA3IkkPYCAxKQWAAAAAAD4CuIYAAAA/iXY0x0AADOlpyQysQU8jJ9BAAAAAKgc4hiAZ/HzBwBwFyrpAfg9fpkGvA+3jAMAAAAA54hlAN6DGAYAwB1I0gPwW0xoAQAAAACAryCOAQAAEDhI0gPwO0xqAd/AlegAAAAAAh0xDMA3EMMAALgaSXoAfoFJLeCbmOQCAAAACETEMQDfQwwDAOBKJOkB+DQmtYDvY5ILAAAAIFAQxwAAAIBEkh6AD2JCCwAAAAAAfAmxDMA/UGgAAHAVkvQAfAYTWsB/MckFAAAA4G+IYwAAAMAZkvQAvB6TWiAwkKgHAAAA4OuIYQD+j/gFAMAVSNID8E7vtfd0DwAAAAAAACqF5DwQWEjUAwBqKtjTHQAAO++1J0EPBDACWwAAAAB8SXpKIvMYIEDxsw8AqAmS9AA872Zi3klyPvrHZSZ3CIAnMckFAAAA4O1IzgOQiGEAAKqP290D8JwqVMxH/7hM6c2fdGNnAAAAAAAAnCMZBwAAAFchSQ/AfNzOHkAFeLYbAAAAAG9AYh5ARYhhAACqg9vdAzCFxWKxteritvdAYCEYBgAAAMATammNrQFAZRDDAABUFUl6AG5V08R8aSTqgcDCJBcAAACAGUjMA6gpYhgAgKogSQ/A5Sqqmrfc+78m9wiAL2OSCwAAAMAdKnPXv7Zx95jYIwC+jhgGAKCySNIDcJmqVM3XJFFPNT0AAAAAAKguV9/1DwAAAKgqkvQAaswTk1sS9UBg4Up0AAAAADVVXvziS0u00/2opgdQFcQwAACVQZIeQLVU5pZwFR6jhre9J1EPBBYmuQAAAACqyhXxC4lEPYCqIYYBAKgISXoAVeLqqvlqJ+qfSrvRAAQUJrkAAAAAKlLdxLyzavrry9/T9eXvuaJrAAIIMQwAQHlCPN0BAN7Pq57TVioxHx03nV94gQCTnpKo6Ljpnu4GAAAAAC/j6vhF6cR89NmdSm/Sz6XvAcC/EcMAADhDkh6AU2Yl5y33/q9iv37C+QYVVMyTqAcAAAAAIHC5Mn7xpSVasUdfcrqeRD0AAABcgdvdAyjD1be0r9R7OrrtPbe0B+AEF+YAAAAA8ET8QrqRqAeAyiKGAQBwpEZJ+mnTpskwDM2fP9+2rEmTJkpKSlJmZqYKCgqUnJysmJiYco8TEhKiWbNm6fvvv9eVK1d08OBBPfTQQ2W2mzRpktLT03XlyhVZLBb17du3zDazZ89WZmamCgsLlZqaqg4dOtTkFIGAUd3ntbm0D/f+763EfBWT89w2Cgg8THIBAACAwLNz5063xy8sHeZWuA2JegBVQQwDAFBatZP0sbGxGj9+vA4dOmS3fP369YqOjtawYcPUrVs3ZWRkaPv27apTp47TY82dO1cTJkzQM888ow4dOmjx4sVat26dunbtatvm0Ucf1ZtvvqlXXnlF3bp102effabk5GS1bNnSts0LL7yg+Ph4TZkyRT179tSZM2e0bds21a1bt7qnCfg9TyfmXYlEPRB4mOQCAAAA/s9isWjnTnOT4uUm6n+36EYDgCoghgEAuF21kvTh4eFauXKlxo0bp4sXL9qWt23bVr1799akSZNksVh07NgxTZ48WXXr1tWoUaOcHm/06NF69dVXlZycrJMnT2rx4sXasmWL/vCHP9i2iY+P19KlS7V06VKlpaVp6tSp+uGHHzRp0iTbNs8//7xeeeUVrVu3TkeOHNGTTz6pOnXq6LHHHqvOaQJ+yxuq5p2paZ9I1AOBh0kuAAAA4J88Hbsok6gvlZyPjnvU5B4B8HXEMAAAN1UrSb9o0SJt2rRJO3bssFseFhYmSbp69aptWUlJiaxWq8Nb09++3+37SNKVK1ds+9SuXVs9evTQ1q1b7bbZunWr+vTpI0lq06aNIiMj7baxWq3auXOnbRsg0Hl6cltZvtBHAAAAAADgHt4Uv7B0mFtu5TyJegAAAFRHlZP0I0eOVPfu3TV9etlq1bS0NJ06dUqJiYlq0KCBateurRdffFGRkZGKjIx0eswtW7YoPj5eMTExCgoK0oABAzRs2DDbPo0bN1ZISIiys7Pt9svOzlazZs0kyfb/8rYpLTQ0VBEREXYN8EfeNLk1A9X0QODhSnQAAADA93lV/OKTT261CjhK1EfHTbc1ALgdMQwAgFTFJH2LFi20YMECPfHEEyoqKiqz/tq1axoxYoTatWunixcvqrCwUP3799fmzZt1/fp1p8d97rnndPz4caWlpclqtertt99WUlJSmX0Mw7B7HRQUVGZZZba5afr06crNzbW1zMzMcs8f8CXefEv7yuC29wCqikkuAAAA4Hu8Kn7hJDFv+Z91Fe4aHfeo08Q8MQoApRHDAABUKUnfo0cPNW3aVPv27VNxcbGKi4vVv39/PfvssyouLlZwcLD279+vbt26qX79+oqMjNTgwYPVqFEjnTx50ulxc3JyNHz4cIWHh6t169Zq37698vPzbfvk5OTo2rVrZSrimzRpYqucP3PmjCSVu01piYmJqlevnq1FRUVVZTgAr+NVE1sXIFEPoKqY5AIAAADezxfjF+Un6g/+uzlHjAIAAAC3q1KSfseOHerUqZO6du1qa3v37tXKlSvVtWtXlZSU2LbNzc1VTk6OYmJiFBsbqw0bNlR4/KKiIv34448KCQnRiBEjbPsUFxdr3759GjhwoN32AwcO1O7duyVJJ0+eVFZWlt02tWvXVr9+/WzblGa1WpWXl2fXAF/kaxPbqqj2eS35dwMQcEjUAwAAAN7J6+MX/fuXu7psov6g7JPzH5S7P4l6ALcjfgEAgS2kKhvn5+fryJEjdssKCgp0/vx52/JHHnlE586d0+nTp9W5c2ctWLBA69ev17Zt22z7LFu2TJmZmZoxY4YkqVevXoqKitLBgwcVFRWlhIQEBQcH64033rDtM2/ePK1YsUIWi0V79uzR+PHj1apVKy1evNi2zZtvvqkZM2bo+PHjOn78uGbMmKHCwkKtWrWq6iMDeDmvntR6UqnEfPTp6UpvxS+8AAAAAAB4ik/FMPr3L/c59Jb/WafYP7Yp5wAfSBrhdG103HQScwBs0lMSuYAHAAJUlZL0lREZGal58+apadOmysrK0vLlyzVnzhy7bVq1amVXdX/HHXdo7ty5io6OVn5+vjZv3qzRo0fr8uXLtm3WrFmjRo0a6U9/+pMiIyN1+PBh/fKXv9Tp06dt27zxxhv6yU9+onfeeUd33nmnvvzySw0aNEj5+fmuPk3AY3xqYusiFotFsbGxzjeooGKeRD0QeJjkAgAAAJ7nszEMB4n6mN/98daLP5ZfMe8MyXkAAADcFCTJ8HQnvEVERIRyc3NVr149bn0Pr+Kzk1oXK5Oor+Lt7EnUA4GHRD0CFb/XAoD/4+/68jE+nuOuGEZwcLC6deumAwcO2BX/uFNMK+cFAw2aVJSov1VNT3K+rKBaobp7QLxObZ8n47rV092BC/CZ1oy3xS/4d9T/eOtn6q39Aszg8kp6AK5Dct6exWJR7P5yKuorQEU9EHioqAcAAADcLxDjF5fOjqggUf+B0lOOmdYfAL6N+AUABJ5gT3cAgD2LxWJrAAAAAADXmDZtmgzD0Pz5823LmjRpoqSkJGVmZqqgoEDJycmKiYkp9zghISGaNWuWvv/+e125ckUHDx7UQw89VGa7SZMmKT09XVeuXJHFYlHfvn3LbDN79mxlZmaqsLBQqamp6tChQ81PFDCRv8cvvj9d/rldOuvo2fMjbmsAUHncdQMAAgtJesBL+PvE1lUs3Ws2RtGnuSIVCDRMcgEAQGxsrMaPH69Dhw7ZLV+/fr2io6M1bNgwdevWTRkZGdq+fbvq1Knj9Fhz587VhAkT9Mwzz6hDhw5avHix1q1bp65du9q2efTRR/Xmm2/qlVdeUbdu3fTZZ58pOTlZLVu2tG3zwgsvKD4+XlOmTFHPnj115swZbdu2TXXr1nX5+QOuFkgxjMol6h0n5qmKBVBVxDAAIHCQpAc8LJAmtq5Coh5AVTHJBQAgcIWHh2vlypUaN26cLl68aFvetm1b9e7dW5MmTZLFYtGxY8c0efJk1a1bV6NGjXJ6vNGjR+vVV19VcnKyTp48qcWLF2vLli36wx/+YNsmPj5eS5cu1dKlS5WWlqapU6fqhx9+0KRJk2zbPP/883rllVe0bt06HTlyRE8++aTq1Kmjxx57zD0DAbgAMQx7Dc7faOUhUQ8AAABHeCY94AFMaGvO0p3n0wOoGp7vBgBAYFq0aJE2bdqkHTt26KWXXrItDwsLkyRdvXrVtqykpERWq1V9+/bV0qVLHR4vLCzMbh9JunLliu129rVr11aPHj302muv2W2zdetW9enTR5LUpk0bRUZGauvWrbb1VqtVO3fuVJ8+fbRkyZIy7xsaGmrrsyRFRETY/R/2GB/X2blzp6e7IEkKDg62+7+Z0v+1X9Et+9let7xw4/8RN7vynaRyQhRdfvuqvv4wwV3d80lBtULt/g/fx2fqOie3/VX3/ibBo33g31H/462fqbf1BzATSXrARCTnXYtEPQAAAIDyjBw5Ut27d1fPnj3LrEtLS9OpU6eUmJioCRMmqKCgQPHx8YqMjFRkZKTTY27ZskXx8fH69NNPdeLECT344IMaNmyYatWqJUlq3LixQkJClJ2dbbdfdna2mjVrJkm2/zvapnXr1g7fd/r06UpISCizPDMz0/kAgPHxQ126dPHQO+fe+lPjclejClo/MMXTXYCL8Zm6Rm5uvKe7IIl/R/0RnyngPUjSA25GYt472W6Zn7PNsx0BYCqq6QEACBwtWrTQggULNGjQIBUVFZVZf+3aNY0YMUJLly7VxYsXde3aNW3fvl2bN28u97jPPfec3n33XaWlpckwDJ04cUJJSUkaM2aM3XaGYdi9DgoKKrOsMtvclJiYqHnz5tleR0REKDMzU1FRUcrLyyu3z4GI8akeb6madyQ4OFhdunTRoUOHVFJS4pE+9AvvV/FGZWoJDtn+9PWH61zaH18WVCtUrR+YoozUt2Vct3q6O3ABPlP38FRFPf+O+h9v/Uxv9gsIRCTpATchOW+OqlbTl36e/YXGA9WQRD0QUEjUAwAQGHr06KGmTZtq3759tmUhISG6//77NWXKFIWFhWn//v3q1q2b6tWrp9DQUOXk5OiLL74odz6Xk5Oj4cOHKywsTI0aNdKPP/6o1157TSdPnrStv3btmq1a/qYmTZrYKufPnDkj6UZF/c0/l96mNKvVKqu1bNIjLy/PqwKt3obxqZyb33lPJb+roqSkxGP9TM1LVWx4BTGIryT9x4nbFty68KbNwF8rPWWNW/rmq4zrVhK6fobP1LUOrZ3h0RgG/476Hz5TwHuY/xAnwM9ZLBYS9CYrnXh3tP5mc+RC44Hu6BYAAAAAD9qxY4c6deqkrl272trevXu1cuVKde3a1S7Jl5ubq5ycHMXExCg2NlYbNmyo8PhFRUX68ccfFRISohEjRtj2KS4u1r59+zRwoP08Y+DAgdq9e7ck6eTJk8rKyrLbpnbt2urXr59tG8AMxDCqzlLgfLwsBZZy10tSdNyj5aybzgXFAAAAAYJKesAFmNB6nqOK+oqS97ejoh4ILFTTAwDg//Lz83XkyBG7ZQUFBTp//rxt+SOPPKJz587p9OnT6ty5sxYsWKD169dr27Zbc4Nly5YpMzNTM2bMkCT16tVLUVFROnjwoKKiopSQkKDg4GC98cYbtn3mzZunFStWyGKxaM+ePRo/frxatWqlxYsX27Z58803NWPGDB0/flzHjx/XjBkzVFhYqFWrVrlzWABiGC5gKbDYVdSXTsxbLBcVG3un0/2j4x61q6gvPTeJjpuu9JREF/UWgK8jhgEA/okkPVADTGy9S1WS8o6QqAcCC5NcAAAQGRmpefPmqWnTpsrKytLy5cs1Z84cu21atWplV3V/xx13aO7cuYqOjlZ+fr42b96s0aNH6/Lly7Zt1qxZo0aNGulPf/qTIiMjdfjwYf3yl7/U6dOnbdu88cYb+slPfqJ33nlHd955p7788ksNGjRI+fn57j9xBBziF65XUcV8ZRL10j3lrCdRD+AWYhgA4H+CdPuDkQJcRESEcnNzVa9ePZ7JAaeY2Po3kvRA4GGSC3/E77UA4P/4u758jI//xS+Cg4PVrVs3HThwwGPPpK+O0ol64+Vbifmg2eXv689J+qBaobp7QLxObZ/H88v9BJ+p+5kZv+DfUf/jrZ+pt/YLMAOV9EAl+dvkFo5RTQ8AAAAA8FXELryPxXJRPTbFOlxnvFx+op5qegC3o5oeAPxLsKc7AHg7i8XCJDfAXGg80NNdAGAigl4AAADwdcQufJfxcvnrScgBAAD4J5L0gAM3J7dMcAMXiXogsJCoBwAAgC8iduEb9g0p/zNynKjfeVsDgBuIXwCA/yBJD/wbiXmURqIeAAAAAOCNiF/4nsol6h0n5qPj+rirWwB8EIl6APAPPJMeAY0JLQDgJp7tBgAAAG9GDMN/2RL4sws82xEAPoMYBgD4PirpEXComEdVeKqaPjquu6LjunvkvYFAxtXoAAAA8CbEMPxL6Wr6fUMsdssslnCn+1JND6A0YhgA4NuopEdAYDILX+AoKR8d113pKfs90BsAAAAAgKcQx/BfFd32vjzRcX2UnrLbhb0BAACAp1BJD7/G1eZwBXdX01dUNU9FPWAurkQHAACApxDHgKNq+ghl2RoA3I4YBgD4Lirp4XeYzMIdLjQeqIY521x2PBLvgHfj2W4AAAAwE7EM3M5iCdcDsd87XNclro0OpZw0uUcAvBkxDADwTSTp4TeY0MLb1SQxz23vAfMxyQUAAIA7EcdAdZGoB1AaMQwA8D3c7h4+j1vBwSzVve39hcYDXXLLfKrvAfNx2zgAAAC40s0YBnEMVCTVElPu+i5xbUzqCQBfQQwDAHwLlfTwSUxm4SlVue196cS8xdJIsbHn3dEtAAAAAIAXI46B6ki1xDi97b1ERT0AAIAvo5IePoWrzeHtblbNO6uct1ga1ej4VNMD5uNKdAAAAFQXcQzUlKOK+rzV4bYGALcjhgEAvoMkPbwet4KDt3GUgK/KLe1J1AO+h0kuAAAAqoI4Blwp1RLjNDEffbGTh3oFwFsRwwAA30CSHl6LCS282e0V89V53jyJesD3MMkFAABAeSgygKeQqAdQGjEMAPB+PJMeXofJLFA+W4I/x7P9AAJRekqiouOme7obAAAA8BLEMGAWS9tIxR7Pcro++mInpd952G7ZyrhbBQKPp5yv8nsOj/vQ9ud1Kb+p8v4APIsYBgB4N5L08ApMahGILJZGio2t/CS5dPX9hcYD1TBnm6u7BQAAAACoAHEMeEJlEvVzRjlevzKuUaUS9bcn5ksvJ1EPAADgOtzuHh7FbeAQ6Cq67b3F0sjWHKnOrfYB1Ay3jAMAAAhcxDHgrSxtI2VpG1nuNrdX1pc2Li5K4+Kiyt3fWQIfgPcihgEA3oskPUzHM9oAe44S8OUl5ksjUQ+Yj0kuAABAYCGOAW9ROhFfOjk/2NK93P1LJ+pLJ+cb65ly93eUqH8mbr+tAfA+xDAAwDtxu3uYhsks4FxlE/LOcOt7wHw82w0AAMC/EceAt6qoYn6wpbuSY50nzFfGNdInusPp+sZ6Rjl6y+n64XEfqoXudrjumbj9eiul/AsFAAAAQJIeJmBSCwAAAAAAfAExDPgLR4n6WV+Nt/35wV7Lq3Xcgx/slST9asTdTrcpL1G/Oq6+JOmxbVeq9f4AqodCAwDwPiTp4RZMagHzVaeaPqr1rV/OMzO49RVQVUxyAQAA/ANxDPijwZbuii2Jdbhux1e/KzdRX7qa/mZy/qZ/frBWvxrxW6f7l07U30zO3/T/flNPf8wtt/sAXIwYBgB4F5L0cCkmtYBnVSZRf3tivvRyEvVA1THJBQAA8F3EMRDIKpOo3/7B75yur0yivo8eqFEfAQAA/FWwpzsA32exWGwNgOddaDywzLKo1tNtrTwVrQfgWHoKF7gAAAD4EuIYCBSW4PK/5zu+KpuEf93SwdYq8s8P1pZZ9rWx1tYq8v9+U6/CbQC4DvELAPAeVNKj2pjMAt7rQuOB6hzu+JZ2FaGiHgAAAIA/Io6BQGUJtji97b10I1HvLJm/r7VFPTLKjy/884O1avUbx+sWG5M1MeidcvdfHVdfo1Iul7sNANfhjoAA4B2opEeVcbU54P+oqAeqjqvRAQAAvM/OnTuJYwByXFFvCbbYWnn2tXa+fl9rS7nrpRuJemf+rHjNlPP1ANyDGAYAeB5JelQKt7QHfM83Bfy8AmZjkgsAAOAddu7c6ekuAF7n9qR8RYn50kon4ksn59ftq1qi/s+Kt3tNVS9gPmIYAOBZ3O4e5SIpD/i2bwos3PYeAAAAQMAgjgG4T0UV8+v2WTS8h/MYxGJjsn4IuvHnCEWUWR8dN52kIQAACBhU0qMMquYB3MRt74GqI6gEAABgPuIYgHdwVFG/MehWA+BdiGEAgOeQpIcNE1rAP9X0tvck6oGqY5ILAADgfhQZAN5p3T6L08T8gQr25bb3gPmIYQCAZ5CkBxNaIACQqAfMxyQXAADA9UjMA76PRD3gfYhhAID5eCZ9gGIyCwSe6j6f/maCv6G2ubpLgN9LT0kkwAQAAOACxDEA33LdYlGtWOcxiM8dLUw4cduLNa7uEoAKEMMAAHORpA8wTGoBVFbp6vsLjQeqYQ6JegAAAADmIY4B+K6KEvWSpOmHJKtRZnH0F48q/eck6gEAgP/idvcBgFvBAbipotvef1NgsTVHLjQe6I5uAX6NW8YBAABUHXEMwL9d37mzwm2iv3jU+bq4XoqO6+XKLgEQMQwAMBNJej/GhBaAI44S8OUl5ksjUQ9UHZNcAACAilFkAPif66V+nq9bLHbLdsZdKnf/0on60sl5EvWA6xHDAABzcLt7P8RkFkBFKpuQd4Zb3wNVx7PdAAAAyiKGAfi/0on60iy/uqjYf97pdH30F49KCadc3CsA5fn6wwRPdwEA/B5Jej/BpBYAAO9Hoh4AAIAYBoCyHCXqLb+6aPtzbILzfaPjeik95atSy27Nu6gKBgAA3ogkvY9jYgvAU6imBwAAAFBZxC8AVOT2pHyZdZb6io297HT9jdveP+hk3XQS9QAAwOvwTHofxDPaAHgLnk8PVB3BIQAAEEiIXwBwt/rGg6pvOE7Q38QdzYDq4bb3AOA+JOl9CBNbAN6IRD1QdSTqAQCAvyOGAcDVLJb6dq9LJ+frG+XvT6IeqB5iGADgHiTpfQATWwDejkQ9UHVMcgEAgD8ihgHAnSyW+uVWzpOoBwAAvoJn0nspJrQAAAAAAMDbEb8A4Cu4UBqovvSURC5yAQAXI0nvZZjcAvBVFxoPVMOcbZ7uBuBTmOQCAABfROwCgCft2GfRgz1ina6vb0iXg269JjkPAAC8UY1udz9t2jQZhqH58+fbljVp0kRJSUnKzMxUQUGBkpOTFRMTU+GxnnvuOaWlpamwsFCnT5/WvHnzFBYWZlt/8uRJGYZRpr399tu2bZKSksqs37NnT01O0RQ3bwXHJBeAr+O290DVETACAAC+gtgFAG+xY1/5fxfVN27MtZhvAa7DzxMAuFa1K+ljY2M1fvx4HTp0yG75+vXrVVxcrGHDhik3N1fx8fHavn27OnTooMLCQofHeuyxx/Taa6/pqaee0u7du9WuXTu9//77kqT4+HhJUs+ePVWrVi3bPp06ddL27du1du1au2MlJydrzJgxttdWq7W6p+h2TGwBAAAAAIC3I34BwBs5qqi3T95ztz/A1bgjIAC4TrWS9OHh4Vq5cqXGjRunl156yba8bdu26t27tzp27KijR49KkiZPnqyzZ89q1KhRWrp0qcPj9e7dW7t27dLq1aslSRkZGVq9erV69epl2yYnJ8dun2nTpun777/Xzp077ZYXFRUpOzu7OqdlGia3APwZt70Hqo5JLgAA8EbELwB4u/Iq6olPAO5BDAMAXKNat7tftGiRNm3apB07dtgtv3l7+qtXr9qWlZSUyGq1qm/fvk6P9/nnn6tHjx7q2bOnJKlNmzb65S9/qU2bNjncvnbt2nriiSf03nvvlVnXv39/ZWdn67vvvtOSJUt01113Vfn83IFb2gMIJNz2Hqg6bhsHAAC8AfELAP6E+ATgHsQwAKDmqlxJP3LkSHXv3t2WUL9dWlqaTp06pcTERE2YMEEFBQWKj49XZGSkIiMjnR7z//7v/3TXXXfp888/V1BQkGrXrq133nlHr7/+usPtf/3rX6tBgwa2W+LflJycrLVr1yojI0Nt2rTRnDlz9PHHH6tHjx4Ob3sfGhpq99z7iIiISo5C5TGpBYDKuX3izJXuAAAAgHmIXcDbxbaLVYQilKtcT3cFPoiKegAA4I2qVEnfokULLViwQE888YSKiorKrL927ZpGjBihdu3a6eLFiyosLFT//v21efNmXb9+3elx+/Xrp5kzZ2ry5Mnq3r27hg8frl/96ld2t9K/3dNPP63k5GRlZWXZLV+zZo02b96sI0eO6J///KcGDx6sdu3aaciQIQ6PM336dOXm5tpaZmZmFUbDOa46B4DKXa1+ofFAW6vqvoA/4kp0AABgJmIX8Gax7WJt7Xb9Yvp5qEfwZcQZANcjhgEANVOlJH2PHj3UtGlT7du3T8XFxSouLlb//v317LPPqri4WMHBwdq/f7+6deum+vXrKzIyUoMHD1ajRo108uRJp8edM2eOVqxYoaVLl+rw4cNav369ZsyYoenTpysoKMhu21atWmnAgAH6+9//XmF/z5w5o4yMDLVt29bh+sTERNWrV8/WoqKiqjIcZTC5BQB7jibBzhLzldkXCARMcgEAgLsRv4A3a5izrcKq59KJewCAZxDDAIDqq9Lt7nfs2KFOnTrZLUtKSlJaWppef/11lZSU2Jbn5t64/VRMTIxiY2M1a9Ysp8etU6eO3b6SdP36dQUFBSkoKEiGYdiWjxkzRmfPnnX6vPrbNWzYUC1btixTcX+T1Wp1eBv8qmJiCwDO1STZzi3pEKjSUxIVHTfd090AAAB+hvgFvFnpuV/67kRF93H+O3Fsu1hZjvGdRuURYwAAAN6kSkn6/Px8HTlyxG5ZQUGBzp8/b1v+yCOP6Ny5czp9+rQ6d+6sBQsWaP369dq27dYvQMuWLVNmZqZmzJghSfroo48UHx+vAwcO6Msvv1RMTIzmzJmjjRs32iXvg4KCNGbMGC1btqzM7fPDw8OVkJCgDz74QFlZWbr77rv16quvKicnR+vWravaqFQCE1sAMAeTaAAAAKD6iF/A25U33yNRD1crL8YQ/Ysb37X0j6kMBqqCQgMAqJ4qJekrIzIyUvPmzVPTpk2VlZWl5cuXa86cOXbbtGrVyi75PnfuXBmGoblz5yoqKkrnzp3TRx99pJkzZ9rtN2DAALVu3Vrvvfdemfe9fv26OnfurN/97ndq0KCBsrKylJqaqpEjRyo/P98l58bEFgB8y80qfpL88EVMcgEAQHURv4A/cZior/fBrT/zdUcVlU7U30zO3/6aRD1QNcQwAKDqgiQZFW4VICIiIpSbm6t69eopLy/PtpzJLQB4XlUS7Y5usU+iHr6KSS6qw9nvtQAA/+Ho73riF7cEBwerW7duOnDgQJlHLML7VGa+1uW3HZSbO1T16m1UXt41u3UWS2t3dQ1u4g0/o7H3xpa7nkR91QTVCtXdA+J1avs8Gddr/ohZeFZ1Pk/iF97NW+ME3tovwAzBnu6At7JYLLYGAPC8ip5tf6HxQFurzv6At0pPITAEAADKR/wCvq6m87XY2AwX9QSoWHTr6YpuTTISKI34BQBUDUl6B3bu3OnpLgBeq2HONlsDzOYocFNeYr4y+wMAACAwTJs2TYZhaP78+bZlTZo0UVJSkjIzM1VQUKDk5GTFxMRUeKznnntOaWlpKiws1OnTpzVv3jyFhYXZ1p88eVKGYZRpb7/9tm2bpKSkMuv37NlT5fMihgF/UdF87esPvy93vaNE/bs9Ym0NKM3ydfkXN5W5DX6p5DyJeqAsEvUAUHkufyY9AP/jLCHfMGcbSU+YrqbfudLPngN8Ac92AwCgZmJjYzV+/HgdOnTIbvn69etVXFysYcOGKTc3V/Hx8dq+fbs6dOigwsJCh8d67LHH9Nprr+mpp57S7t271a5dO73//vuSpPj4eElSz549VatWLds+nTp10vbt27V27Vq7YyUnJ2vMmDG211YrtwdGYKvpfC02NkMTjBEO173bI1bj9nHHCdizfG0p97b30b+YLp1wvn906+lKzyApCdyOGAYAVA6V9AAcqmzFPMlOADAHV6MDAFA94eHhWrlypcaNG6eLFy/alrdt21a9e/fWpEmTZLFYdOzYMU2ePFl169bVqFGjnB6vd+/e2rVrl1avXq2MjAxt27ZNq1evVmzsrSRPTk6OsrOzbe1Xv/qVvv/++zJV70VFRXbb3d4/AI45qqhPTzlma0BVOaqot3xtsbWKOKqofyjuf20NCETEMACgYlTSA7Ah4Y5AQTU9AABA4Fi0aJE2bdqkHTt26KWXXrItv3l7+qtXr9qWlZSUyGq1qm/fvlq6dKnD433++ed64okn1LNnT+3du1dt2rTRL3/5Sy1btszh9rVr19YTTzyhefPmlVnXv39/ZWdn69KlS9q5c6dmzpypc+fOOTxOaGio3S31IyIiJEnBwdRfOHJzXBgf33OpyUO683xqmeVBtUJt/z+57VSptaG2P03b/le9OSDB4bFX9HhATx7gERHewNt+Rvcf3m+/4LZu7b+yX/3C+5W7f5c2r+qe2P+wvQ6PCLf9+Te/Xad1H450ST+92e0/o/B9rvg8b/6uAu9w8/Pwts/F2/oDmClIkuHpTniLiIgI5ebmql69ekpNLTsZAPyVK5KV3PYevohEPXwRt4xDZdz+e21eXp6nuwMAHjNy5EjNnDlTPXv2VFFRkVJTU3Xw4EFNnTpVISEhOn78uL766itNmDBBBQUFio+P12uvvaYtW7YoLi7O6XGnTJmiv/71rwoKClLt2rX1zjvv6L//+78dbvvb3/5Wq1atUqtWrZSVlWVb/uijjyo/P18ZGRlq06aN5syZo5CQEPXo0cPhbe9nz56thISEGo8JAAAA4G2IXyAQkaS/TelgpsXCc6rg31ydoCRRD19Eoh6+iEQ9KkKSHgCkFi1ayGKxaNCgQfr6668lyS5JL0ndu3fX0qVL1bVrV127dk3bt29XSUmJJGnIkCEOj9uvXz/94x//0EsvvaQvv/xSMTExWrBggd59913NnTu3zPYpKSmyWq0aOnRouf1t1qyZMjIy9F//9V9at25dmfWOKukzMzMVFRWlvLy8MrfSD3TBwcHq0qWLDh06ZPtM4VtKV9MH1QpV6wemKCP1bRnXy17IUlrpavr3VrSw/Xlnp5Uu6SOqz1d/Rm+vqN9ZUPbv3af6TSx3f3+uqK/qzyi8mys/z3t/k+CSPqFmSv/u6C1u9ov4BQIRt7svR2xsLIl6+B0SkoA9bn0PX5SekkiiHgCACvTo0UNNmzbVvn37bMtCQkJ0//33a8qUKQoLC9P+/fvVrVs31atXT6GhocrJydEXX3xRbixgzpw5WrFihe12+IcPH1Z4eLiWLFmiV155RYZxqxaiVatWGjBggH7zm99U2N8zZ84oIyNDbdu2dbjearU6rLDPy8tTXl6eunfvTgzDgZKSEp9KAOKW83f2czhXM65bK5Uwem7LDEVnvnPbknzbn7ofGCZLl7IXw8B8vvYzmpp36+KREpXt999T39Go2Ced7j9o4HvakvKEW/rmLSr7Mwrf4IrP89DaGcQwvMjN3x0BeJ53PPQHgNs1zNnm9kQkiU4AME96SqKnuwAAgFfbsWOHOnXqpK5du9ra3r17tXLlSnXt2tUuKZSbm6ucnBzFxMQoNjZWGzZscHrcOnXqlEkoXb9+XUFBQQoKCrJbPmbMGJ09e1abNm2qsL8NGzZUy5Yt7W6JD/iqmzGI6sQJarJvVcQeGu7W4yNwrbYsc7jsZgMCETEMACiLSvoKUE0PX+aJpHnDnG3c9h4+h2p6AAAA/5Ofn68jR47YLSsoKND58+dtyx955BGdO3dOp0+fVufOnbVgwQKtX79e27bd+t1w2bJlyszM1IwZMyRJH330keLj43XgwAHb7e7nzJmjjRs32iXvg4KCNGbMGC1btkzXr1+360d4eLgSEhL0wQcfKCsrS3fffbdeffVV5eTkOLzVfWURw4AnOZtTVSZO4K75WHrU5FLV9PZiDw2noh5uUV4ynhgEAACQqKSvlNjYWE93AagSM644r+j9AV/DxSXwRVyJDgBAzURGRmrFihVKS0vTwoULtWLFCo0aNcpum1atWikyMtL2eu7cufrrX/+quXPn6ujRo1q6dKm2bNmiCRMm2O03YMAAtW7dWu+9916Z971+/bo6d+6sDRs26NixY1q2bJmOHTum3r17Kz8/v8z2VUEMA77EjPhFetTkctdTUQ9PIAaBQEQMAwDsBUkyKtwqQERERCg3N1f16tVz+EwOrkaHt/Om5DiTDfgib/oZAqqCZ7uhtIp+rwUA+D5iGOULDg5Wt27ddODAAZ963rWvK29OdXucoDpzr6Baobp7QLxObZ9Xrecjl66oH/30UNufn7OMqfLxUDP8jN5Q+mch+kKG7c/pDVub3Z0aqenPKLyLOz9PYhie4a1xAm/tF2AGKumrgKvR4Y3MelZbVXlbf4DK4OIS+CquRgcAAKURw4C38XT8Ij1qskY/PdTWbrcgNskjfQIuNB6o6AsZtna70q8Bf0EMAwBuIEkP+ChvTMyX5u39AxwhUQ9fxSQXAAAAnubL8ykS9fBGJOrhr4hhAABJ+irjSnR4kqevOq8OX+orcFN1A0sXGg/06aAUAAAA/AsxDHiCN8+JXk5pUe56EvXwBEu7seWuJ1EPAIB/IklfDUxyYTZfS8yX5st9ByqjdHLem4NS8G9ciQ4AAEojhgEzxcbGev13jkQ9fBGJevgjYhj/v737j66qvvP9/0qEUIFEBQRSfkkm2AFBDDn0K15rwDEUtat00AGhXq3DgEuGW21mXTUBCxY0omuCVHH12lJEi1S9HVIpQg2Uy4gK0wOKgpNiGyBtGmJCYkOSQgjZ3z9sDjkn50fOz/3r+VhrL8g+++zsczb7sN/v1/7sA8DtCOljZPWCA/Znx1HzgJNECtq7gvlQyxHUwywUuQAAIBA9DCRbYDifM6vYxK2JLFhQ//jOkb4JSLWQo+nbfnRxAhyIHgYANyOkjwNFLpLBqcG8E18TnC9Y0M4t7WEHFLkAACAQPQwkQ7iR83YI6kMF8/QwYAbv1f/iH8oHBPM5f7L2MQXEih4GALcipAcswC2j5p3++uBM3UfMRxvOE+bDTBS5AAAAMJvVg/pw6GEAQOrQwwDgRoT0ceJKdMTKLcF8ILe9XoCgHgAAAFZBDwOJ5vV6Iy5DUA/0nve68McUo+kBAHAOQvoEoMgFokORCwCpwZXoAAAgED0MRMPzZ488fw7/byZcUF+1s9T256T0MJBqBPVwK7v/fwEA0SKkTxCKXESL0bWAe3C8w0wUuQAAIBA9DEQSGM5HG9Q7IZwHzBQsqPde5/VNseqYVawOG9/dAs7H/x0A3ISQPoEochEtNwd3XIkOt3Hz8Q7zUeQCAIBA9DAQTLiR870J6p0aztPDgBm6h/KBwXy0PYbAcJ6gHgAA8xHSAzANRS7chqAeZnJisxQAAACpFSyoH9RQ4ZuczOmvD/bTmx5DuJHzBPWwKvoXANyCkD7BuBId0SK0AwAAAACYgR4GAnm/HPk22p4/e1wTzAdy2+uF9QXrK+bUvOCbIiGoBwDAPIT0SUCRi2i5OainwIXbuPl4h/m4Gh0AAASih4FA4YL6qoxSVWW4+5ySPgaspnFIYchg/uoNoyI+n6AeVkT/AoAbENIDFuHm4I4CF27j5uMd5qPQBQAAQCSBQT3h/BdyZhUrh0ATNhMuqJ9qfDEBVkT/AoDTEdInCVeiA9EhqIfbENQDAADAKuhhIBjvl72E838TGM5zzMBqvJO3hn08MKgPDOfzvs7FJ7AmgnoATkZIn0ScsCNahHaAu3DMwywUuQAAIBA9DHTxfNjPN7lduJHzHDOwmt4E9eFGzhPUw6roYQBwKkL6JOOEHdFyc2jHaHoASB2KXAAAAHQJFczn/OkbJm0RgFgEC+q9k7f6JgAAYB2E9IAFEdQD7uHm4x0AAADWwkAD93kt36PX8sPvdzcH9ZEubOWYgRV1D+UDg/ndB71hn8toelgVAw0AOBEhfQpwwo5oDGqocH1Q7fbXD/chqIdZKHIBAADcKTCc/98LJ4VdnqA+NPp+sBuCetgVPQwATkNInyKcsCMSwnnA3QjqYRaKXAAA0B39C2cLN3KeoD60YOfMVTtLfRNgN8GC+r+88ZJvAgAAydfH7A1wE4/HI683/JWKcBdC+dAGNVQQWsJ1GocU8rkAAAAA09G/QKCqkb8yexNMFy6Mp4cBO9p90CtP1ZGgj+U0Z6sqqzbFWwREVrWzVDmzuNsDAGdgJD1gAkbN9w7vEQCkBqN/AAAA3GFehNtcB46mrxr5KwL6XqKHAafJac42exOAoOhhAHAKQvoU47Zx7tUVzFO0RYf3C27D6AsAAABYAf0L5+pNUE84Hxt6GLAbb87EsI8T1AMAkDyE9Cag0HUPgvnE4P2D2xDUwwxciQ4AAALRv3CuYEH9M0/+wTchdvQwYDcE9bAjehgAnIDvpAcSjGIMAGBXfLcbAAAIxPfTO9e8g155fn1F0MdyDs5VVf7rKd4iAGbx5kzs8f30fCc9rI4eBgC7YyS9Sbga3VkYMZ98vLdwG0bTwyxcjQ4AAALRw3CW3vYwcg7OTdEWOQ89DNiRN2eiqrJqfRNgB/QwANgZIb2JKHLtjWA+9Xiv4TYE9TALRS4AAICzhOphRBotT1AfO3oYAJAa9DAA2BUhPQBbociF2xDUAwAAwAoYaOBcBPXJQw8DdkMPAgCA1CGkNxlFrn1x0moeilwASD6uRAcAAIHoYdhXpB5GsKC+Kv9134TY0cOA3dDzhB3RwwBgR4T0FkCRa1+ctAJIBT5rYBaKXAAAEIgehn31JqgnmE+cnFnFvgmwm2CfF2P7FvsmwIroYQCwG0J6i6DIBaLDlehwG4J6mIUiFwAABKKHAfTUPZQPDOY5ZmBHjUMKQwbzBPWwKnoYAOyEkB6IE8GZeQjq4TZ83sAsFLkAAADOQE0BIFEI6mFV9DAA2AUhvYVwVa19UeQCAAAAANyEHoZ90cNIjkihEMcM7OjgZd6wjwcL6v/vnCxtmXWZtsy6LFmbBQCAIxDSWwwn7PZFkWsORtPDbfisgVm4Eh0AAASihwH4I6iHE/UmqN8y6zL93zlZPR4jqIdZ6GEAsANCegvihB2IDkE93IagHmahyAUAAIHoYdgTNUXycM4MNzl4mTdiiE9QD7PweQzA6gjpLYoi154ocgGkCp83MAtFLgAACEQPw3oGNVREvKCdmiJ5wp0zc7zAjgKD+MBw/uver4Z9PkE9zEIPA4CVEdIDCUaRaw5G08ON+LyBWShyAQAArCkwnCeotyaCethRVzAfauT8P+zND/t8gnqYhR4GAKsipLcwTtjtiyLXHAT1AAAAAGAOehjmCjdynqDeHHw/PfCF+Tv/4psAAMBFhPQWxwm7/fTmlnJIHt57uA0NNZiFK9EBAEAgehjWFaxW7upfUEcnD0E93Ogf9uYTzMNy6GEAsCJCehvghN0eKGzN1zikkMASrsS/e5iFIhcAAASih2GO3tQE3UN5+hcAALehhwHAagjpbYIi15oobq2BcB4gqId5KHIBAEAgehjmCFcTfDmnWF/OKU7h1qALo+nhRvQoYFX0MABYCSE9EAOCefN1BfOc9AMXcTzALBS5AAAA1hBYEwSG8wT15iCoBwDroIcBwCr6mL0B6D2PxyOv12v2ZrgWobw1EEICAAAAgPXRwzBP45BCTcwi9LUbjhk4TeOQwh791JxZFy8UIigFALhdXCPpH330URmGobVr1/rmDR06VBs3blRNTY1aW1u1Y8cO5ebmRlzXgw8+qMrKSrW1tam6ulplZWXq16+f7/EVK1bIMAy/qba2tsd6VqxYoZqaGrW1tWnPnj2aMGFCPC/RcriyFm7EqHmg9zhOYBYaLAAAIBA9DGtiNL05enO+zDEDp2kcUqicWcW+qbvAn4FUoocBwApiDuk9Ho8WL16sw4cP+80vLy9XTk6OZs+erby8PJ08eVK7du1S//79Q65rwYIFeuqpp/T4449r/PjxWrhwoebNm6fSUv8PyiNHjmj48OG+adKkSX6PP/zwwyoqKtLSpUs1depUnTp1ShUVFRo4cGCsLxPwIfgCYBd8XsEsFLkAAADWcKQ5/IhsgnpzhDtf9nq9jKSH6xDUw0z0MACYLaaQfsCAAdq8ebMWLVqkpqYm3/xx48Zp2rRpeuCBB+T1enXs2DEtWbJEAwcO1Pz580Oub9q0aXr33Xe1ZcsWnTx5UhUVFdqyZUuPq0c7OjpUV1fnmxoaGvwef+ihh/TEE09o69atOnr0qO699171799fCxYsiOVlWhZX1ZqH4MscfNUAANgHRS4AAOiOHob1fOnqA/rS1QfM3gzXCjxfJpyH00X6901QDzPRwwBgpphC+vXr12v79u3avXu33/yu29OfPXvWN6+zs1Pt7e268cYbQ65v3759ys/P19SpUyVJY8eO1W233abt27f7LTdu3DjV1NSoqqpKW7Zs0dixY32PjR07VtnZ2Xr77bd989rb27V3717dcMMNQX9vRkaGMjMz/Sa7oMiF2xDUA9HhoiIAAABYBT0McwSOpg8M53Nm3ZzqTcLfVO0sJZyHqxDUw8oI6gGYJeqQft68eZoyZYqKi3v+x1lZWakTJ06otLRUl19+ufr27atHHnlE2dnZys7ODrnO1157TY899pj27dun9vZ2VVVVac+ePVqzZo1vmQMHDuiee+7R17/+dS1atEjDhw/Xe++9p0GDBkmShg8fLkmqq6vzW3ddXZ3vsUDFxcVqbm72TTU1NdG+HaaiyDUHwZd5COqB6MT6edU4pJDPOsSFAhcAAMAajjR7w46cJ6hPrVDfzQ24WdXOUmpIAIArRRXSjxw5UuvWrdPdd9+tc+fO9Xi8o6NDd9xxh66++mo1NTWpra1N06dP11tvvaULFy6EXG9BQYGWLVumJUuWaMqUKfrHf/xHfeMb39Dy5ct9y+zcuVP/8R//oSNHjmj37t26/fbbJUn33nuv37oMw/D7OS0trce8LqWlpcrKyvJNI0aM6PV7AXcjvDIPQT2QPIHhPJ91iAdNFgAA0B0DDVJrUEOFb4K5QgXzHBNwm8DR9ITzsBL+LQIwQ1QhfX5+voYNG6aDBw/q/PnzOn/+vKZPn67vfve7On/+vNLT03Xo0CHl5eXpsssuU3Z2tm699VYNHjxYx48fD7neVatW6ZVXXtGGDRt05MgRlZeXq6SkRMXFxUpLSwv6nLa2Nn388ccaN26cJOnUqVOS1GPU/NChQ3uMru/S3t6uM2fO+E12wwk9ACCcSEF7VzAfajmCesSDIhcAAHRHDyO5QgXzVTt/E/Z5jKY3D8cE3Mbr9RLOAwDwN1GF9Lt379bEiRN13XXX+abf/va32rx5s6677jp1dnb6lm1ublZDQ4Nyc3Pl8Xj0y1/+MuR6+/fv7/dcSbpw4YLS0tJChvQZGRkaP368amtrJUnHjx9XbW2tCgsvhgl9+/ZVQUGB3nvvvWhepu1wQm8OgivzMBIAiE6wzytuaQ8AAAAz0MNIPM/lHnkuD/++EtSbJ1IYyTEBANbAxSMAUi2qkL6lpUVHjx71m1pbW3X69GkdPXpUknTnnXeqoKBAY8eO1Te/+U1VVFSovLxcFRUXQ7VNmzbpySef9P28bds2PfDAA5o3b56uuuoq3XLLLVq1apXefPNNX3j/zDPP6KabbtJVV12lr371q/q///f/KisrS5s2bfKt59lnn1VJSYm+9a1v6ZprrtFLL72ktrY2vfrqq3G9SXbACb05CLjMQ1APRKf7iPloP7v4rEM8KHIBAEAgehiJERjO5+SG/57zYEF91c7f+CYkD0E9cBE9BgAAvtAn0SvMzs5WWVmZhg0bptraWr388statWqV3zKjR4/2Gzm/evVqGYah1atXa8SIEaqvr9e2bdu0bNky3zIjR47Uli1bNGTIENXX12v//v26/vrrVV1d7Vvm6aef1qWXXqoXXnhBV1xxhQ4cOKCZM2eqpaUl0S8T8GkcUkhgbJJBDRWc2AMpwmcd4lG1s7THd3ACAAAgNuFGzefkFqvq96EDYcJ48wQ9J37oD91+aErp9gBmoscAq6J/ASCV0iQZZm+EVWRmZqq5uVlZWVm2/H566Yvv9UHqcDJpDQT1QOrwuYdYUeSmlhPOawEA4Tnhsz6ZPYz09HTl5eXpgw8+6PEVi3YX8db2YRBBM2cAAGstSURBVEJ6O0u7JENX3VKkE7vKZFxoN3tzYpazc27Ix7x3uyeod/Ix6lax7FN6DNbllM/cWDi1f2HVc0erbheQClHd7h7Wx+2xUmNQQwUnkRbAd2oDgH1w23sAgNkeffRRGYahtWvX+uYNHTpUGzduVE1NjVpbW7Vjxw7l5uZGXNeDDz6oyspKtbW1qbq6WmVlZerXr5/v8RUrVsgwDL+ptra2x3pWrFihmpoatbW1ac+ePZowYUJiXqxN0MOIjffz8Bc3RLrtPcyRM2uOcmbNCbuM52dXpGhrAGugrwcron8BIFUI6R2IIjc5uoJ5wnnzEc4D5uHYQzwodAEAZvF4PFq8eLEOHz7sN7+8vFw5OTmaPXu28vLydPLkSe3atUv9+/cPua4FCxboqaee0uOPP67x48dr4cKFmjdvnkpL/f+fO3LkiIYPH+6bJk2a5Pf4ww8/rKKiIi1dulRTp07VqVOnVFFRoYEDBybuhdsAPYzYENTbR49w/tmOsMsT1AOA+ehfAEgFQnqHoshNHIJ5a+gK5gkIAfNxHCIeFLoAgFQbMGCANm/erEWLFqmp6eKtpMeNG6dp06bpgQcekNfr1bFjx7RkyRINHDhQ8+fPD7m+adOm6d1339WWLVt08uRJVVRUaMuWLT3q8I6ODtXV1fmmhoYGv8cfeughPfHEE9q6dauOHj2qe++9V/3799eCBQsS+wbYAD2M2AQL6r2fe30TzBV25DxBPeBDjwFWRf8CQLIR0gNBMGreOgjmAWviuAQAAHaxfv16bd++Xbt37/ab33V7+rNnz/rmdXZ2qr29XTfeeGPI9e3bt0/5+fmaOnWqJGns2LG67bbbtH37dr/lxo0bp5qaGlVVVWnLli0aO3as77GxY8cqOztbb7/9tm9ee3u79u7dqxtuuCH2FwvX6R7KBwbznLOnXs6sYt8Uq7NL/k5nl/xdArcKsL5wn1c5zdnKac5O4dYAFxHUA0imPmZvAJLH4/HI6+XKadgPjQQAcLaqnaVxNS4BAOitefPmacqUKb5AvbvKykqdOHFCpaWluv/++9Xa2qqioiJlZ2crOzt0GPDaa6/pyiuv1L59+5SWlqa+ffvqhRde0Jo1a3zLHDhwQPfcc4+OHTumYcOGafny5Xrvvfd0zTXXqLGxUcOHD5ck1dXV+a27rq5OY8aMCfp7MzIy/L73PjMz0+9Pu5sxY4b27t2bsPWlp6f7/elWnw/9uq44vcfszUiItEsy/P60imvnrPT93f949Eg6FPqJGzqlJZf4fqxfNLlrLZKkiZfP0CfNiTsmrIZj1Hni3aeBn1fXnvni/8rMvyUYk9tG66PMU/FtJHrNqp+5ZnDKuZZVzx2ttj1AKqVJMszeCKvIzMxUc3OzsrKydObMGbM3J2EI6mPDKPrUI5wH7IfPSsSDoD55nHpeCwDRGDlypLxer2bOnKmPPvpIkrRnzx59+OGH+t73vidJmjJlijZs2KDrrrtOHR0d2rVrlzo7OyVJt99+e9D1FhQU6Oc//7mWL1+uAwcOKDc3V+vWrdOPf/xjrV69Ouhz+vfvrz/84Q96+umntXbtWk2bNk3vvfeesrOzderUxcDhxRdf1KhRo3Trrbf2WMeKFSu0cuXKeN4SAAAAwJLoX8CNCOm7cXIzk6A+NoRPqUE4D9gbn5WIFSF98jj5vBYAemv27NkqLy9XR8fF737u06ePOjs71dnZqX79+vkC+aysLGVkZKihoUH79++X1+vV0qVLg673P//zP7V//349/PDDvnnf/va39eKLL2rgwIEyjOBtlrffflu///3vtWTJEo0dO1ZVVVXKy8vThx9+6FumvLxcn3/+ub7zne/0eH6wkfQ1NTUaMWKEoz7rEzWaPj09XZMnT9bhw4d9+9nt7D6iPu2SDI2ZsVQn9zwv40K72Zvjp/to+uACRtT/e7cR9DdPViROHFHPMeo8idqnBSf+O+zjjKZPDSt/5pol8me9tVn13LFru+hfwI243b1LcOv72DQOKSR8ShKCecA5+KxErLjtPQAgmXbv3q2JEyf6zdu4caMqKyu1Zs0avwChublZkpSbmyuPx6PHHnss5Hr79+/fI3y4cOGC0tLSlJaWFjSkz8jI0Pjx4/XOO+9Iko4fP67a2loVFhb6Qvq+ffuqoKBAjzzySNDf297ervb2nk3yM2fOOKqhOWXKlIT2L7ouynCr7ufpThmlY1xot1xgdPiNkgjnteOk9X+4+OP5i3vjS7/+UGcLw38H/YSBU3Sk2Zl9Pbcfo04U7z7dM/or8lQdCfn42KbBqsqqjXn9iI4VP3PNEvmz3h6cdu4I2BkhPRAB4VNiEc4DzsRnJWJFUA8ASJaWlhYdPXrUb15ra6tOnz7tm3/nnXeqvr5e1dXVmjRpktatW6fy8nJVVFw8r9m0aZNqampUUlIiSdq2bZuKior0wQcf+G53v2rVKr355pu+UOKZZ57Rtm3bVF1draFDh2r58uXKysrSpk2bfOt99tlnVVJSok8//VSffvqpSkpK1NbWpldffTXZbw0cjvNycwQ9r319w8W/14d+7pcq/hAyqHdqOA+E482ZGDaoz2nOJqiHKehhAEgkQnoXYTQ9zEIwDwAAAMCKsrOzVVZWpmHDhqm2tlYvv/yyVq1a5bfM6NGj/UYErl69WoZhaPXq1RoxYoTq6+u1bds2LVu2zLfMyJEjtWXLFg0ZMkT19fXav3+/rr/+elVXV/uWefrpp3XppZfqhRde0BVXXKEDBw5o5syZamlpSf4Ltzj6F7HxVP1OklSVZfKGuFjVzlLlNA8N/uCV/0+qnx7yuYFBPeE83C5SUA8AgN3xnfTduOW7Oyl0Y8OV6NEjnAfch89KxIor0RPLLee1AOBmbvisj6d/kZ6erry8PH3wwQeOv5V2VzjfXVVWdZAl7S3tkgxddUuRTuwqs+Stl3NmzfziL69/GH7BMEG9JHn/v6aEbI/VuekYdYtk7dNwQT2j6ZPH6p+5ZrNjD8Oq545W3S4gFdLN3gDALgice69xSCHvF+BSHPuIVdXOUrM3AQAAWIzH4zF7EyzNU/W7oAG9JOU0j07x1rhXzqyZFwN6SZp7XfgnXPn/eszy/n9NvglA7+U0Z5u9CXApehgAEoGQ3oUocmNH+BRaVzDPewSAzwHEiiIXAAAEoocRO4L65OoRznfXi6CeYB7oHW/OxLCPE9TDLPQwAMSLkN6lKHJjR/jkj2AeQDB8LiBWFLkAAAC94835SsRlCOoTK+df5vqmWHlzJsubMzmBWwU4H0E9rIoeBoB49DF7AwDYD+EbgHD4XnoAAAAkksfjiev76Z3Mm/OVkLe8d+L30pshZCA/8nLpT5+HfuLc6/y+n55gHoiPN2dij++n9wvvG/h+egCAvTCS3sUYTR87t4bUjJoHEM6ghgoCeiQEV6IDAIBA9DBCCxxRX5VVTUCfAItmjdCiWSPCLzTy8vCPz72OkfNAAnlzJvpN3dGzhFnoYQCIFSG9y1Hkxs5NJ36E8wBC6QrmCeeRaBS5AAAgED2M0Lw5XyGcT5DAcP4f/vRu+CcECeq9XsM3AUgd+pcwCz0MALEgpAdFLoLqCuY5uQUQDME8UoEiFwAABKKH4c9z7Ce+CfEJN3K+N0E9wTxgDfQyYRZ6GACixXfSA3FoHFLouJCKE1kAoTjt8w72ULWzVDmzis3eDAAAAMsIFcjnNJ5U1aAxKd4ae9s8a3Dc6/CWNyVgSwAkkhN7trAHehgAosFIekjiSvR4OCHUZtQ8AAAAAMAu6GGEltN40uxNsLzNswb7pu6m62zY5wWOpveWNxHQAwAAIGaE9PChyI0d4TYAN+CzDmbhlnEAACCQm3sY3qv/JezjBPXBvThriF6cNSSudfzDn94lnAdsgh4GzEIPA0BvEdID4PZPAHqNIhdmocgFAAC4iKC+9wLD+ValhVw21Gj6Nd4JvgmAfdDDgFnoYQDoDUJ6+HHzlejxsvtJH0E9gN6y++cd7IsiFwAAdOf2HkbQoH7Bjy5OLhfryPnpOusXyhPMA/ZGDwNmoYcBIBJCevTg9iI3HnY/6SOoB9Bbdv+8g31R5AIAgO7c3sPwXv0vIYP5nFnFJm2VeXJmzfVN4YQaTX+rd4pu9U5JxqYBMBE9DJiFHgaAcAjpEZTbi9x42P2kj6AeAAAAAADr83x0tzwf3R12GTcE9aGC+ad0c6/XQTgPAACAVCOkBxykcUih7S8SAGAffN7ALFyJDgAAunPbQIMe4fxP/z7s8k4N6nNmFcf12lqVRjgPuAg9DJiFHgaAUAjpEZLbitxESvVJX2A4H+/vZzQ9gN6iyIVZKHIBAEB3buhhhB0576Kg/to5KwNez9+FXDbYaPo7vXm+CQCAVKCHASAYQnqE5YYiN1mSHVx1BfOhfg9BPYBUIaiHWShyAQBAd/QwgqvaWWr786acWcW6ds7KmJ77lG4mmAcgif4FzGX3/4sBJB4hPSKiyI1dMk78UnlLe4J6AL1FoQuzUOQCAIDunNzD8F77s/ALBIymd0I433s9R9N7vU2+CQC60L+Amdzz/zKA3iCkB5IsESd+kUbNJ/N3E9QDAAAAAGANvQnqnRjO9+71/B3BPAAAAGyDkB694uQr0a0sEaPm43l+KkftA7A/Pi9gFqc1oQEAQHyc3sMIGtQP/N8XJ4f66D9WhnzM6/XK6/WmbmMA2Br9C5iJHgaALoT06DWnF7nJFMsIeLNOFmMdtQ8AEoUuzEORCwAAuisoKDB7E5LKe+3PQgbzOc1DTdqq1COcBxAr+hcwEz0MABIhPaJEUB+7SCd+yQzHe7NOgnkAgN1R5AIAAESWM+tm5cy62ezNiNlH/7GScB5AQtALBQCYiZAeUSOoj12wE79UhePhfjcnpAASic8UAAAAWIWTR9R7cyaHfCzYaPrAcN5uQX3T4Bl+fwJAItDDgFkYaACgj9kbALiNmSd+nHQCSJXGIYUa1FBh9mbAhap2lipnVrHZmwEAAGC6nOah0tyJZm9GXLr3MRhpBABwGnoYgLtxfouYMJoeAABYFVejAwCA7pzcwwg6mr5z0MUpAquOpueufwBSic8bAIAZCOkRMycXuQCA+FHkwkwE9QAAoDsn9zC8OZNDB/M//3PE51spqCecB2AWPntgFvoXgHsR0iMuTi5yAQDxo8gFAACAVbi2hxEmqPd6L5HXe0kKNyY4wnkAVsDnEMxCUA+4EyE94ubaIhcA0CsUuTALRS4AAAjk1B6GN3dU+AUCgvrAcN6Mc/auYJ56AYCV8JkEAEgVQnoAAAA4FkE9AABwi94E9eFGzqcimCKYB2BlHo/HsRdzwfroXwDuQ0iPhODkBQAQDk04AAAAWIWTexjBgnpv7ijfFKucWcXKmVUc+/MbPMppcO77DsDeAsP5eD7vAADoLUJ6JIyTi1wAQPwI6mEWrkYHAABu0j2UjzaYDzxnDwznow2uAsN5T2VTVM8HgGQKN3KeoB5moH8BuAshPRKKoB4AAFgRhS4AAOiO/kVojUMKw46c701wFW7kPEE9AACh0b8A3IOQHglHoQsACIXR9DAThS4AAOiO/kXsggX1Y/93sW8CADvwer1hH2c0PcxC/wJwB0J6AACQUgT1AAAAgLVFCq6kL8KrUMG8sSb8OT+j6QFYBUE9rIqgHnA+QnokBVejAwDCIaiHWShyAQBAd/QvQgsXXHm93ojBFkE9ALsI+nn2+ksXJwAAkoCQHklDoQsAAKyIoB4AAHRH/yK0wOAqMJw/uDH6oN7791f4JgCwCq/XGzKYz2nONmOTAPoXgMMR0iOpKHQBAKEwmh4AAABWQf8itK5gPtTI+d4E9QTzAKxsUEOFBjVUhF2GoB5mIagHnIuQHklHoQsACIWgHmahyAUAAIHoX8QuWFB/cKPXNwGAFQWG81VZtWGXJ6iHWehhAM5ESA8AAExFUA+zUOQCAAAkTvdQnmAegJWFGzlPUA+roocBOA8hPVKCq9EBAAAAAIDV0b8AAAQL6quyan0TAACJQEgPAABMx2h6mIUr0QEAQCCCegBwtt70ILqH8gTzsAp6GICzENIjZShyAQDhENTDLBS5AAAgED0MAHC2cD2IL+cU68s5xSncGqD36GEAzkFIj5SiyAUAhENQD7NQ5AIAgED0MADA2QJ7EIHhPEE9rIoeBuAMhPQAAMBSCOphFopcAAAAAHCXxiGFYUfOE9TDquhhAPYXV0j/6KOPyjAMrV271jdv6NCh2rhxo2pqatTa2qodO3YoNzc34roefPBBVVZWqq2tTdXV1SorK1O/fv38ftd//dd/qbm5WXV1ddq6dauuvvpqv3Vs3LhRhmH4Te+//348LxFJwJXoAAAAAADADuhhAAAI6gEAyRBzSO/xeLR48WIdPnzYb355eblycnI0e/Zs5eXl6eTJk9q1a5f69+8fcl0LFizQU089pccff1zjx4/XwoULNW/ePJWWXrwSqKCgQOvXr9f111+vwsJC9enTR2+//XaP9e7YsUPDhw/3TbfddlusLxFJRJELAAiH0fQwC1eiAwCAQPQwAMDZjjR7Iy5DUA8roocB2FtMIf2AAQO0efNmLVq0SE1NTb7548aN07Rp0/TAAw/I6/Xq2LFjWrJkiQYOHKj58+eHXN+0adP07rvvasuWLTp58qQqKiq0ZcsWvyLo1ltv1aZNm/TJJ5/oo48+0n333acxY8YoPz/fb13nzp1TXV2db+q+fQAAwD4I6mEWilwAAAAAcJdwQf2RZm+vgnzADPQwAPuKKaRfv369tm/frt27d/vN77o9/dmzZ33zOjs71d7erhtvvDHk+vbt26f8/HxNnTpVkjR27Fjddttt2r59e8jnXHbZZZKkxsZGv/nTp09XXV2dfve73+nFF1/UlVdeGXIdGRkZyszM9JuQOlyJDgCIhKAeZqHIBQAA3dHDAADnCwziA8N5ehSwKnoYgD1FHdLPmzdPU6ZMUXFxz9u7VFZW6sSJEyotLdXll1+uvn376pFHHlF2drays7NDrvO1117TY489pn379qm9vV1VVVXas2eP1qxZE/I5ZWVleuedd3T06FHfvB07dujb3/62br75Zv3bv/2bpk6dqt/85jfKyMgIuo7i4mI1Nzf7ppqamijeCSQCRS4AIBKKYJiFIhcAAHRHDwMAnK8rmA81cp4eBayKHgZgP32iWXjkyJFat26dZs6cqXPnzvV4vKOjQ3fccYc2bNigpqYmdXR0aNeuXXrrrbfCrregoEDLli3TkiVLdODAAeXm5mrdunWqra3V6tWreyz//PPP69prr+0xOv/111/3/f3o0aPyer06efKkbr/9dm3durXHekpLS1VWVub7OTMzk6AeAAALGdRQYfYmAAAAAAAAAACQUFGNpM/Pz9ewYcN08OBBnT9/XufPn9f06dP13e9+V+fPn1d6eroOHTqkvLw8XXbZZcrOztatt96qwYMH6/jx4yHXu2rVKr3yyivasGGDjhw5ovLycpWUlKi4uFhpaWl+y/7whz/UN7/5Tc2YMSNioH7q1CmdPHlS48aNC/p4e3u7zpw54zch9bgSHQAQaFBDBQE9LIEr0QEAQHf0MAAAjKaHVdHDAOwlqpB+9+7dmjhxoq677jrf9Nvf/labN2/Wddddp87OTt+yzc3NamhoUG5urjwej375y1+GXG///v39nitJFy5cUFpaml9I/9xzz2nOnDm6+eabdeLEiYjbO2jQII0aNUq1tbXRvEyYgCIXANAVzBPOw2oocgEAQHf0MAAABPWwKnoYgH1Edbv7lpYWv++Al6TW1ladPn3aN//OO+9UfX29qqurNWnSJK1bt07l5eWqqLjYcN+0aZNqampUUlIiSdq2bZuKior0wQcf+G53v2rVKr355pu+8H79+vVasGCBZs+erTNnzmjYsGGSpL/85S86e/asBgwYoJUrV+oXv/iFamtrddVVV+nJJ59UQ0ND0Fvdw3o8Ho+83uDf9QMAcC5CedhB1c5S5cwqNnszAACARdDDAAB3oocBAEiUqEL63sjOzlZZWZmGDRum2tpavfzyy1q1apXfMqNHj/YbOb969WoZhqHVq1drxIgRqq+v17Zt27Rs2TLfMkuWLJEk7d27129d3/nOd7Rp0yZduHBBkyZN0j333KPLL79ctbW12rNnj+bNm6eWlpZEv0wkCUUuALgDRS0AAADsjh4GALgDPQzYDQMNAHuIO6SfMWOG38/PPfecnnvuuaiec+HCBf3gBz/QD37wg5DPCfxu+kBnz57VrFmzImwtAAAAEBuKXAAAAAAAYAf0MADri+o76YFU4LvdAMD5+O422BXf7QYA9vXoo4/KMAytXbvWN2/o0KHauHGjampq1Nraqh07dig3Nzfiuh588EFVVlaqra1N1dXVKisrU79+/fx+13/913+publZdXV12rp1q66++mq/dWzcuFGGYfhN77//fuJeMFKCHgYAOB89DABAMhDSw5IocgHA+ShyYVcE9QBgPx6PR4sXL9bhw4f95peXlysnJ0ezZ89WXl6eTp48qV27dql///4h17VgwQI99dRTevzxxzV+/HgtXLhQ8+bNU2npxf8fCgoKtH79el1//fUqLCxUnz599Pbbb/dY744dOzR8+HDfdNtttyX2hSMl6GEAAAAron8BWBshPSyLIhcAAAAAEK8BAwZo8+bNWrRokZqamnzzx40bp2nTpumBBx6Q1+vVsWPHtGTJEg0cOFDz588Pub5p06bp3Xff1ZYtW3Ty5ElVVFRoy5YtfjXsrbfeqk2bNumTTz7RRx99pPvuu09jxoxRfn6+37rOnTunuro639R9+2Av9DAAwNkYaAC7IqgHrIuQHpZGkQsAzkaRC7uiyAUA+1i/fr22b9+u3bt3+83vuj392bNnffM6OzvV3t6uG2+8MeT69u3bp/z8fE2dOlWSNHbsWN12223avn17yOdcdtllkqTGxka/+dOnT1ddXZ1+97vf6cUXX9SVV14Z3YuDpdDDAABno4cBu6KHAVhTH7M3AAAAuFvjkEINaqgwezOAqFXtLFXOrGKzNwMAEMa8efM0ZcoUX6DeXWVlpU6cOKHS0lLdf//9am1tVVFRkbKzs5WdnR1yna+99pquvPJK7du3T2lpaerbt69eeOEFrVmzJuRzysrK9M477+jo0aO+eTt27NAbb7yhkydPauzYsVq1apV+85vfKD8/X+3t7T3WkZGR4fe995mZmX5/wp9Z7096OuNhkqXrveU9dgb2p/M4fZ9ecXrPF3+5JMPcDUmRtL+9zjSXvF43+PiXT0qy3rmj1bYHSCVCeliex+OR1+s1ezMAAAAAADYycuRIrVu3TjNnztS5c+d6PN7R0aE77rhDGzZsUFNTkzo6OrRr1y699dZbYddbUFCgZcuWacmSJTpw4IByc3O1bt061dbWavXq1T2Wf/7553Xttdf2GJ3/+uuv+/5+9OhReb1enTx5Urfffru2bt3aYz3FxcVauXJlj/k1NTVht9fteH+cZ/LkyWZvAhKI/ek8zt2neWZvgCnGzFhq9iYgwTg3AqwjTZJh9kZYRWZmppqbm5WVlaUzZ86YvTkIQFAPAM7GaHrYlRVH03NeCwDS7NmzVV5ero6ODt+8Pn36qLOzU52dnerXr586OzslSVlZWcrIyFBDQ4P2798vr9erpUuDN6X/8z//U/v379fDDz/sm/ftb39bL774ogYOHCjDuNhm+eEPf6hvfetbuummm3TixImI23zs2DH95Cc/0dNPP93jsWAj6WtqajRixAg+64Mw+/3Zu3dvyn+n06Wnp2vy5Mk6fPiw79iFfbE/ncdp+9Q3ct6l0i7J0JgZS3Vyz/MyLvS8ww/sp2ufWu3cseucjf4F3IiR9LANRtQDgLNx23vYFbe9BwBr2r17tyZOnOg3b+PGjaqsrNSaNWv8AoTm5mZJUm5urjwejx577LGQ6+3fv3+P8OHChQtKS0tTWlqaL6R/7rnn9I//+I+aPn16rwL6QYMGadSoUaqtrQ36eHt7e9Db4J85c4aGZhhmvT9Tpkyhh5EkXRfawBnYn87jlH1KMP0F40I774XDvLvp3zS28N/M3gwAkpz5BTFwLI/HY/YmAACSqHFIodmbAMSkamep2ZsAAAjQ0tKio0eP+k2tra06ffq077vh77zzThUUFGjs2LH65je/qYqKCpWXl6ui4uKFg5s2bdKTTz7p+3nbtm164IEHNG/ePF111VW65ZZbtGrVKr355pu+UGL9+vW6++67tWDBAp05c0bDhg3TsGHD9KUvfUmSNGDAAD3zzDO6/vrrNWbMGBUUFGjbtm1qaGgIeqt72BM9DACwL/oTcDJ6GIA1MJIeAABYAqPoYXeMqAcA+8nOzlZZWZmGDRum2tpavfzyy1q1apXfMqNHj/YbEbh69WoZhqHVq1drxIgRqq+v17Zt27Rs2TLfMkuWLJHU85bn3/nOd7Rp0yZduHBBkyZN0j333KPLL79ctbW12rNnj+bNm6eWlpYkvmIAANBb3PEPTkYPAzAfIT1sh9veA4CzUPACAIBUmTFjht/Pzz33nJ577rmonnPhwgX94Ac/0A9+8IOQz0lLSwu7zrNnz2rWrFkRthZOQA8DAOyNoB4AkCzc7h62xC3jAMDeBjVU+CbASbhlHAAACEQPAwDsjVvfw6noYQDmIqSHbVHkAoD9EMzDDShyAQBAIHoYAGA/DDCAG9DDAMxDSA9bo8gFAOujqIUbUeQCAIBA9DAAwProYQAAUoWQHgAAAEgCgnoAAAAAAGB19C8AcxDSw/a4Eh0ArI3vbgMAAAC+QA8DAKyNHgYAIFUI6QEAQNJR5MKtuBodAAAAAOyFHgbciP4FkHqE9HAErkQHAABWRaELAAC6o4cBANZHUA83on8BpBYhPRyDIhcArI0CF25GoQsAALqjhwEA1kcfA25E/wJIHUJ6AACQMhS4AAAAAAAAgHUR1AOpQUgPR+FKdACwPoJ6uBVFLgAA6I4eBgBYHz0MAECyENLDcShyAQCAVRHUAwCA7uhhAID1EdTDjehfAMlHSA8AAFKOAhcAAAAAAACwLoJ6ILkI6eFIXIkOANZHUA+3osgFAADd0cMAAOujhwG3oocBJA8hPRyLIhcArI8iF25FkQsAALqjhwEA1kcPA25FDwNIjj5mbwAAAAAAAAAAAIAVDWqoMHsTAAAOxEh6OBpXogOA9XElOtyKK9EBAEB39DAAwDoGNVT4JgD0MIBkIKSH41HkAoD1EdTDrShyAQBAd/QwAACAVdHDABKLkB6uQJELANZHUA+3osgFAADd0cMAAPPRowCCo4cBJA4hPVyDIhcArI8iGAAAAKCHAQBWQI8CCI6gHkgMQnoAAADAZBS4AAAAAGA9BPUAgGQhpIercCU6AFgfBTDciqAeAAB0Rw8DAKyBPgXQEz0MIH6E9HAdilwAsD4KYLgVRS4AAOiOHgYAALAqehhAfAjp4UoUuQBgfQT1AAAAAD0MALACehQAgEQjpIdrUeQCgPVRBMONuBIdAAAEoocBAOajRwH0RA8DiB0hPQAAsKRBDRUa1FBh9mYApqDIBQAAAADrIagHeqKHAcSGkB6uxpXoAGA9hPMAAABAT/QwAMAaCOoBAIlASA/Xo8gFAPN1BfOE88BFXIkOAAAC0cMAAHPRuwCCo4cBRI+QHhBFLgCYheIWCI8iFwAABKKHAQCpR/8CiIweBhAdQnrgbyhyASA1GDUPRIciFwAABKKHAQCpQf8CiA49DKD3COkBAAAAi6PIBQAAAAAAdkAPA+gdQnqgG65EB4DkaxxSaPYmAAAAALZHDwMAko8eBgAgWQjpgQAUuQCQfBS5QPS4Eh0AAASihwEAyUcPA4gePQwgMkJ6IAiKXABIPopcIHoUuQAAIBA9DABIPnoYQPToYQDhEdIDIVDkAkDyUeQC0aPIBQAAgehhAEDy0cMAokcPAwiNkB4AAACwGYpcAAAAAABgB/QwgOAI6YEwuBIdAJKPK9EBAACA+NHDAIDko4cBAEgUQnogAopcAEg+ilwgelyJDgAAAtHDAAAAVkQPA+iJkB4AAFgCQT0QPYpcAAAQiKAeAJKL/gUQG3oYgD9CeqAXKHABIDUodIHoUeQCAIBA9DEAILnoXwCxoYcBXERID/QSBS4AALAqilwAAAAASI1BDRUa1FBh9mYAtkUPA/gCIT0QBYJ6AEg+rkYHAAAA4kcPAwASi3AeAJBIhPQAAACAA3AlOgAAAAAkHuE8kHj0MABCeiBqXIkOAMnHaHogNhS5AACgO3oYABCbrmCecB5IHnoYcDtCeiAGFLkAkHwE9UBsKHIBAAAAIHoE8wCAVIorpH/00UdlGIbWrl3rmzd06FBt3LhRNTU1am1t1Y4dO5SbmxtxXQ8++KAqKyvV1tam6upqlZWVqV+/fn7LPPDAA6qqqtJf//pXeb1e3XjjjT3Ws2LFCtXU1KitrU179uzRhAkT4nmJQEgE9QAAwKo++o+VZm8CAACwCPoXAADAquhfwM1iDuk9Ho8WL16sw4cP+80vLy9XTk6OZs+erby8PJ08eVK7du1S//79Q65rwYIFeuqpp/T4449r/PjxWrhwoebNm6fS0oujgObOnatnn31WTzzxhPLy8vTOO+9ox44dGjVqlG+Zhx9+WEVFRVq6dKmmTp2qU6dOqaKiQgMHDoz1ZQIAABMxmh4AAAAAAKQCPQgAQCrFFNIPGDBAmzdv1qJFi9TU1OSbP27cOE2bNk0PPPCAvF6vjh07piVLlmjgwIGaP39+yPVNmzZN7777rrZs2aKTJ0+qoqJCW7Zs8bvSt6ioSBs2bNCGDRtUWVmp733ve/rjH/+oBx54wLfMQw89pCeeeEJbt27V0aNHde+996p///5asGBBLC8TiIir0QEg+SiSAQAAgPjQvwCA3qEHAQBIlZhC+vXr12v79u3avXu33/yu29OfPXvWN6+zs1Pt7e1Bb03fZd++fcrPz9fUqVMlSWPHjtVtt92m7du3S5L69u2r/Px8vf32237Pe/vtt3XDDTf4npOdne23THt7u/bu3etbJlBGRoYyMzP9JiBaFLoAAMBKcmYV69o5K83eDAAAYDH0LwCgdwjqgdSgfwG36xPtE+bNm6cpU6b4AvXuKisrdeLECZWWlur+++9Xa2urioqKlJ2drezs7JDrfO2113TllVdq3759SktLU9++ffXCCy9ozZo1kqQhQ4aoT58+qqur83teXV2dhg8fLkm+P4MtM2bMmKC/t7i4WCtXruz1awcAAOZoHFKoQQ0VZm8GYFk5s4rN3gQAAGADHo9HXq/X7M0AAMujDwEkDz0M4AtRjaQfOXKk1q1bp7vvvlvnzp3r8XhHR4fuuOMOXX311WpqalJbW5umT5+ut956SxcuXAi53oKCAi1btkxLlizRlClT9I//+I/6xje+oeXLl/stZxiG389paWk95vVmmS6lpaXKysryTSNGjAj7+oFQuBodAJKPK9mBnnJmFVPcAgCAqNDDAAAAZqCHAfiLaiR9fn6+hg0bpoMHD15cQZ8+uummm7R06VL169dPhw4dUl5enrKyspSRkaGGhgbt378/7FW6q1at0iuvvKINGzZIko4cOaIBAwboxRdf1BNPPKGGhgZ1dHT4Rst3GTp0qG/k/KlTpyR9MaK+6++BywRqb29Xe3t7NG8BEBJXowMAgFSgoAUAAACA5GM0PRA/ehhAaFGF9Lt379bEiRP95m3cuFGVlZVas2aNOjs7ffObm5slSbm5ufJ4PHrsscdCrrd///5+z5WkCxcuKC0tTWlpaTp//rwOHjyowsJClZeX+5YpLCzUL3/5S0nS8ePHVVtbq8LCQn344YeSvvgu+4KCAj3yyCPRvEwAAGBRFMhwK4paAACQSAw0AIDeoQ8BRI8eBtA7UYX0LS0tOnr0qN+81tZWnT592jf/zjvvVH19vaqrqzVp0iStW7dO5eXlqqi4+B/Zpk2bVFNTo5KSEknStm3bVFRUpA8++EAHDhxQbm6uVq1apTfffNMX3peVlemVV16R1+vV+++/r8WLF2v06NH60Y9+5Fvvs88+q5KSEn366af69NNPVVJSora2Nr366quxvTtAlChyASD5KJDhJhS2AAAgWehhAEDvBOtDdP9KPnoUwBfoYQDRiSqk743s7GyVlZVp2LBhqq2t1csvv6xVq1b5LTN69Gi/kfOrV6+WYRhavXq1RowYofr6em3btk3Lli3zLfP6669r8ODB+v73v6/s7GwdOXJEt912m6qrq33LPP3007r00kv1wgsv6IorrtCBAwc0c+ZMtbS0JPplAiFR5AJA8hHUw+kobAEAQCrQwwCA3ukeygd7jB4F3IweBhCbNEmG2RthFZmZmWpublZWVpbOnDlj9ubA5ihyASD5KILhJIksajmvBQDn47M+PN6f6Nihh5Genq68vDx98MEHPb42E/bD/nQe9qmzehRpl2ToqluKdGJXmYwL7WZvDhIgGfs0EX0MztngZulmbwAAAECqNQ4pDHsVPJBKObOKueocAFLg0UcflWEYWrt2rW/e0KFDtXHjRtXU1Ki1tVU7duxQbm5uxHU9+OCDqqysVFtbm6qrq1VWVqZ+/fr5LfPAAw+oqqpKf/3rX+X1enXjjTf2WM+KFStUU1OjtrY27dmzRxMmTIj/hQIAAFPQZ4AbdPUw6GMA8SOkB5LE4/GYvQmulO7xKJ33HnCNaAvgwHCeAhpmoagFgNTyeDxavHixDh8+7De/vLxcOTk5mj17tvLy8nTy5Ent2rVL/fv3D7muBQsW6KmnntLjjz+u8ePHa+HChZo3b55KS0t9y8ydO1fPPvusnnjiCeXl5emdd97Rjh07NGrUKN8yDz/8sIqKirR06VJNnTpVp06dUkVFhQYOHJj4NwCIgB4GACQGfQY4ET0MIDkI6YEkoshNncBwnqAecI9IBXBXMB9qOQpopBJFLQCk3oABA7R582YtWrRITU1Nvvnjxo3TtGnT9MADD8jr9erYsWNasmSJBg4cqPnz54dc37Rp0/Tuu+9qy5YtOnnypCoqKrRlyxa/+q+oqEgbNmzQhg0bVFlZqe9973v64x//qAceeMC3zEMPPaQnnnhCW7du1dGjR3Xvvfeqf//+WrBgQXLeCCACehgAEB/Pr6+Q59dXmL0ZQMLQwwCSi5AeSDKK3OTpCuZDBfIE9YB7BAvao7mlPUE9ko3CFgDMs379em3fvl27d+/2m991e/qzZ8/65nV2dqq9vT3orem77Nu3T/n5+Zo6daokaezYsbrtttu0fft2SVLfvn2Vn5+vt99+2+95b7/9tm644Qbfc7Kzs/2WaW9v1969e33LAGaghwEA0QsM53MOzjVxa4D40cMAUqOP2RsAuIHH45HX6zV7MxyD8B1AMPEG7Y1DCjWooSJBWwOIghYALGDevHmaMmWKL1DvrrKyUidOnFBpaanuv/9+tba2qqioSNnZ2crOzg65ztdee01XXnml9u3bp7S0NPXt21cvvPCC1qxZI0kaMmSI+vTpo7q6Or/n1dXVafjw4ZLk+zPYMmPGjAn6ezMyMvy+9z4zM9PvT/jj/YndjBkztHfvXrM3o4f09HS/P2Fv7E/nceM+Ldh9uSQpM6PnY5M/nqePrtua2g1KoLRLMvz+hP31Zp9eO2elpNSeP3GuBjcjpAdgC7EG8+kejzq5QAJAknVdIEDID4lwHgCsYuTIkVq3bp1mzpypc+fO9Xi8o6NDd9xxhzZs2KCmpiZ1dHRo165deuutt8Kut6CgQMuWLdOSJUt04MAB5ebmat26daqtrdXq1at9yxmG4fe8tLS0HvN6s0yX4uJirVy5ssf8mpqasNvrdrw/zjN58mSzNwEJxP50Hjft0+a8SEsUpWIzkmrMjKVmbwISLNw+bW62/79ZwE4I6YEUYTR9bLoCr8/jWAdBPYDeinY0feDofUbjuxfBPABYT35+voYNG6aDBw/65vXp00c33XSTli5dqn79+unQoUPKy8tTVlaWMjIy1NDQoP3794et3VatWqVXXnlFGzZskCQdOXJEAwYM0IsvvqgnnnhCDQ0N6ujo8I2W7zJ06FDfyPlTp05J+mJEfdffA5cJVFpaqrKyMt/PmZmZqqmp0YgRI3TmzJko3x3n4/2Jn9VG06enp2vy5Mk6fPiwOjs7zd4cxIn96Txu3addo+nDseOI+rRLMjRmxlKd3PO8jAvtZm8OEqD7Pp00u8TszfHpOmcD3IiQHkghgvreCwy5Lt9Zqs/jCEDsGtR3vQ98XzaQOpGC9kjHI0G9uxDOA4B17d69WxMnTvSbt3HjRlVWVmrNmjV+AUJzc7MkKTc3Vx6PR4899ljI9fbv379H+HDhwgWlpaUpLS1N58+f18GDB1VYWKjy8nLfMoWFhfrlL38pSTp+/Lhqa2tVWFioDz/8UNIX32VfUFCgRx55JOjvbW9vV3t7zyb5mTNnCKHD4P2J3ZQpUyzZw+js7HRVAOh07E/ncds+3TOj0e/76Lvzfr1JkmQ02DfkNi60E9I7zKTZJZwbARZBSA+kGEF9aJFCrXiDejsJfC8GNVQQ1AMpFCxo5xhEd4TzAGB9LS0tOnr0qN+81tZWnT592jf/zjvvVH19vaqrqzVp0iStW7dO5eXlqqi4eB6wadMm1dTUqKTkixFH27ZtU1FRkT744APf7e5XrVqlN9980xdKlJWV6ZVXXpHX69X777+vxYsXa/To0frRj37kW++zzz6rkpISffrpp/r0009VUlKitrY2vfrqq8l+a4Beo4cBAJF5v97kF9R3hfNdYrmYPyfnYs1ZVVUa3wbC9XJmFSszM5Pb2QMWQ0gPmIAi11+qRpxafTR9pPeBoB5IrXiON0bTOxPBPAA4T3Z2tsrKyjRs2DDV1tbq5Zdf1qpVq/yWGT16tN+IwNWrV8swDK1evVojRoxQfX29tm3bpmXLlvmWef311zV48GB9//vfV3Z2to4cOaLbbrtN1dXVvmWefvppXXrppXrhhRd0xRVX6MCBA5o5c6ZaWlqS/8KBKNDDAIDIAoP5QL3pE3QP5gPnE9QjFvQxAGtLk2SYvRFW8cWVRM3Kysridh9IOrcXuPGEV/GOprdaUB/P918DsDaCemewY1HLeS0AOB+f9eHx/iSWFXoY6enpysvL0wcffOCqW2lbTX+Px/f3tjj+XbA/nYd92jvh7trnyfIELu4nlUF92iUZuuqWIp3YVcbt7m0mVA/DqudGVt0uIBUYSQ+YhCvRY+eE76ePNbhjND1gL7GOqO86zgn5zWPHYB4AACBZ6GHE5h/yvwjcdh+093vXPZgPnB9PUA+4Ubi+nrfZGzaoZ0Q9QqGHAdgTIT1gIjcXufHeCjrWoP7ynV+cyDbG/Jvjk4jAjaAecK7AY5vb5qcehS0AAEBwbu5hRKsrnO/+sx2D+q5a5GwMz/X8Ldjn3wwQHYJ69Bb9C8D+COkBmCaV4VNXON8l1UE3IRvgXpE+6yJ9FhHUpwbFLQAAQGQE9eEFhvOBj9klqA+sP760s1RnQ5wvB46m9wSMuuffDBC9YEG9t7n7cUSPwK3oXQDOQkgPmMztxUo84VOk0fSBwXygZAf1yQzVGE0P2EuwzzqOYfNR3AIAAETP7X2MQB5Pq+/vlxkxruNbV0iSvOVNidikmMTTw+jv8WhCmMf5NwNEzz+U98fF/O5D/wJwJkJ6wALcXqwkOqiPFM53l4ywO1UnyQT1gL3Ec7xSgCcWxS0AAADi0T2Y7+4vaXt1mVEQ8nmBo+m7wvnuP6cyqI+mxgg2mv5L3fsvEc6x3d77AhItXJ9gbOYXx+PxM9wW3+7oXwDORkgPWATFSuyiCeWDSUTYbVZ4RlAPuEc8QX3X54Sbg34KWwAAgMRxaw/j4vn0DSGX6U1Q/5dRf0jwlvVePDXBl8L0X6p2lkY853brvxsgWQL7BF3hfPefCertiR4G4A6E9AAswa6jRO24zQDcIdgFPHb9rI0HhS0AAEByuClwDTyHrtr5nnJmRRfUf/Dri0FZTpjflYzR9KmqAcIF9VV/C/gbU7IlgHs0DilU/jlP5AVhefQvAPchpAcsxE0FbjBmhkfRjki3UsjFaHrAPXrzORnp88AtQT3FLQAAAOIVz3nzX9L2qmrne0Efq/rJ68r5l7khn5uIoN6sc/7AoL4qYPQ9PQwgtUKNpu/423HaJ847lCI+9C4AdyOkByyGoN66Qb2VQy2KXMA9gn1Ocvx/geIWAAAgtdzcwwg1mj5UMN9rf/q7v/3Fvu9rYDAfaFBDhT4f+vUUbQ3gfAf7eXs9mr4joG7umFVMUG8C+hcAJEJ6wJLcXORK1gvqrRzOA3CneEN5p42mp7gFAAAwj5N7GJHOm+MJ5HuMpveF81+I93112jk/gNiNzSzWp/8j9OME9alD/wJAd4T0ABDArkUso+kBRCPWpl3X54zZn5UUtgAAALC7qp+8Hva81slB/RWn90jKM3szAMcINpr+YL+Lnx9ZCj/SPlRQf+2cm3TmTKeqdv4mMRvqUvQwAARDSA9YlJOvRO8NKxeSVkZQDyBZAj9bzPqcprAFAACwHif3MMzuTwR7bz3rrvD93ftgfN9dD8A5uofygZq9XmV5Igf1V+uAJCkzM13NzRcfy5l1M0F9lOhfAIgk3ewNABCaJ8KJExAMFzcA6K1IF/U0Din0TbE8P5FyZhVT4AIAAFiYk3sYyTzvjfT97dIX761n3RW+ye+xgJ8DWfFC/sYhhWoaPMPszQBcpznMxVTNXm/Yx6UvgvpQwvUO3KSrd0H/AkBvMJIesDgnX40eidlXqwOAGwT7rLVKYU1RCwAAYC9O62GkqidRtbM05LlvV4ifszn08z3rrgg7ot4K/RWr1BiA2wWOqA8M5r3eS+TxXAj5/MAR9Ym46173dZj9WRUr+hcAYkFID9iA04rcaFihkLQjbnsPIBrxfF4k43Oa4hYAAMC+7N7DMKsHERjUB46wr/r268rZPDfk84MF9fRTAAQTacS813uJZswwQj6eM+tmeb2XhHy8N32CcHfss9NnF/0LAPEgpAcAhyKoB5AqiSiiKWwBAADgdpFufd+boL7q268nerMSgh4FYC979/YM4cMF873Vm8+BcD2GV7/+Re9gwa8jf1VIMtHDAJAIhPSATdj9SvR42O0KSiuhCAaQKrF+VlPYAgAAOI+dexh27UFYNZzvjh4FYD97916izs60qJ8X+Fka7bEf+PyucL77z6kO6ulfAEg0QnrARuxc5MbLrkUyACA4ilsAAABYlZV7EIGj6e0QzndHUA+4R7zHeuOQQu3M94R8PBVBPb0LAMlESA/YjJuDesSGAhhAqkRqZlLcAgAAuIdT+xc5f/rinLZqpHm3WrZbMB9oUEOFPh/6dbM3A4CDdfVCY73giv4FgFRIN3sDAETP4wl9BaGTETTHzqojAAA4T7DP6pxZxRS4AAAALmTn/kXgeW3On4p9AX3XzwCA5Jp1MPzFXoG3wW8cUuj3+R1tP5n+BYBUYiQ9AFux8i3nrI4R9QBSpXFIoa0bsgAAAID0t/PaD0Of1+b8qdjUEfV2dsXpPZLyzN4MADYw66A34m3vw4X5veknE8wDMAMj6QGbcmX44fF8MSFmXOAAINk8Ho87/48CAABAUE4/N2REPQAkX7AQftZBr2+KJNxd/wjoAZiFkfSAjTn1+916CCjoG2cVa9BOrlQHACtxevMVAAAAsbNz/8J7nTfsaHqJEfXxuOL0Hp2+osDszQBgA70J48Phrn8ArIaR9ACsqWvUfIgTp0aucIwZo+kBJErXqHmKXAAAAERi53NG73VhgqGTf/hiQszoUwBINnoXAKyIkB6wOcedXERxS3uC+thRAAOIB8UtAAAAYmHnc8geQX1AOJ/z7twUbxEAIBL6FwCsjJAecADbn2hEGDUfDkF97AjqAUSDUfMAAABwO+913rAj5wnqY0ePAkAi0b8AYAeE9ADgYhTBACKhsAUAAEAiOf3ckqA+dvQoAMSDwQUA7IaQHnAIW598eMN8t1svMJoeABKPwhYAAADJYufzTO/spojLENQDQGoQzAOwM0J6wEFsfTJCUG8arlQH0IXiFgAAAKli53POsEH9mL/7YkJM6FEA6A16FwCcgJAecBhbn5wQ1JuGIhhwN4pbAAAAmMHO56A9gvqAcD7nT/QoYkWPAkAo9C8AOAkhPQBrIag3DUUw4C6MmgcAAADi453dFHbkPEE9ACQG/QsATtTH7A0AkHgej0feOMNuOxq0s9TsTbC9QQ0VahxSaPZmAEgiiloAAABYiVt7GAiP/gQA+hcAnI6R9IBD2fokJsrifNDOUgJ6AIiAq84BAABgVXY+T/VeF76HwWj62HHHP8B9uOsfADdhJD0Aa/J6pTAnY4TyycPV6oBzUNQCAADALuw8ot57nVeeD0Ofe+f8qVhVI+ljxIIeBeAO9C8AuBEj6QEHs/3JTZDinFHzqcHV6oC9cdU5AAAA7MjO57CRRtQjdvQoAOeifwHAzRhJDzicna9ElyR5vRRjJuFqdcBeKGoBAAAAc4UbUc9o+ujlTL74VQHeGvoTgJPQwwAAQnrAFewa1BPOm4+gHrA2iloAAAA4jV17GJ7GyOfmBPWRdQ/mu/OM8MhbY79/FwAuoocBAP4I6QFYDuE8AIRGUQsAAACns1NQ3yOcHy2pOvTyBPWxI6gH7IceBgCExnfSAy5h9ROiQQ0VvgnWwj4BzNf1HW1W/ywHAAAA3MLT6Ak9en50+Ofm/Cn4aHFIVYfDX8DgGUFNBNgBPQwAiIyR9ICLWPFKdAJgAAiOYhYAAABuZsUeRlSCjKhnBH1iMKIesC56GQDQe4T0gMtYocglmLcfvpseSB0KWgAAAOALVuhhhOId5I38PfSjpapOgvloVR0uDfrd9ATzgHXRywCA6BHSAwB6haAeSC4KWgAAAMBewgX1hPPxqTpcSg8CsDj6GAAQH0J6wIXMvhK9cUgho+kBQBS0AAAAQCRm9zAiCQzqCecBOBl9DABIHEJ6wKXMLnIJ6u2J0fRAYlDUAgAAAL3n8Xh06NAhszcjJO8gLz2OJKAHAVgDPQwASI70eJ786KOPyjAMrV271jdv6NCh2rhxo2pqatTa2qodO3YoNzc37Hr27NkjwzB6TL/61a98yxw/fjzoMs8//7xvmY0bN/Z4/P3334/nJQKOZvYJFoWWPdF4AGLj8Xh8EwAAAIDoFBQUmL0JPQxqqPBNSA7eW8AcXZ+5VvzsBQCniHkkvcfj0eLFi3X48GG/+eXl5Tp//rxmz56t5uZmFRUVadeuXZowYYLa2tqCrmvOnDnKyMjw/Tx48GAdPnxYb7zxhm/e1KlTdckll/h+njhxonbt2uW3jCTt2LFD9913n+/n9vb2WF8i4AqMqAeA5CKUBwAAAJyDHgYAJ+vqYWRmZpq8JQDgfDGF9AMGDNDmzZu1aNEiLV++3Dd/3LhxmjZtmq655hp98sknkqQlS5bos88+0/z587Vhw4ag62tqavL7+a677lJbW5tfAN/Q0OC3zKOPPqrf//732rt3r9/8c+fOqa6uLpaXBQDoJW45B0RGOA8AAAAA8aMHASQfPQwASL2Ybne/fv16bd++Xbt37/ab369fP0nS2bNnffM6OzvV3t6uG2+8sdfrX7hwoX7+85+HHHnft29f3X333frpT3/a47Hp06errq5Ov/vd7/Tiiy/qyiuv7PXvBdzK7JMwCi17YvQA0BO3tAcAAACSy+xbL9PDMAc9CCA56GEAgHmiHkk/b948TZkyRVOnTu3xWGVlpU6cOKHS0lLdf//9am1tVVFRkbKzs5Wdnd2r9U+dOlWTJk3SwoULQy7zrW99S5dffrleeuklv/k7duzQG2+8oZMnT2rs2LFatWqVfvOb3yg/Pz/obe8zMjJ8FxZI3MIF7sZt7xENmhKAPwpaAAAAIHXoYQBA7OhhAIA1RBXSjxw5UuvWrdPMmTN17ty5Ho93dHTojjvu0IYNG9TU1KSOjg7t2rVLb731Vq9/x8KFC/Xxxx/rt7/9bdhlduzYodraWr/5r7/+uu/vR48eldfr1cmTJ3X77bdr69atPdZTXFyslStX9nrbAKejyEUkhPPARRS1AAAAgHnoYbgPt70HYkcPAwCsJ6rb3efn52vYsGE6ePCgzp8/r/Pnz2v69On67ne/q/Pnzys9PV2HDh1SXl6eLrvsMmVnZ+vWW2/V4MGDdfz48Yjrv/TSS3XXXXfpJz/5SchlRo8erVtuuSXsMl1OnTqlkydPaty4cUEfLy0tVVZWlm8aMWJExHUCTmf2CRvFlvU0Din0TQC4FRwAAABgFWafl1Mnpx4XRgDRoYcBANYV1Uj63bt3a+LEiX7zNm7cqMrKSq1Zs0adnZ2++c3NzZKk3NxceTwePfbYYxHXP3fuXPXr108/+9nPQi5z33336bPPPtP27dsjrm/QoEEaNWpUjxH3Xdrb24PeBh8AQLMBCERRCwAAAKALYbF5GFEPREYPAwCsL6qQvqWlRUePHvWb19raqtOnT/vm33nnnaqvr1d1dbUmTZqkdevWqby8XBUVF09cN23apJqaGpWUlPita+HChSovL1djY2PQ35+Wlqb77rtPmzZt0oULF/weGzBggFauXKlf/OIXqq2t1VVXXaUnn3xSDQ0NQW91DyA0bhnnXhS5gD+KWgAAAMDaUt3DoF9hDQT1QHD0MQDAPqIK6XsjOztbZWVlGjZsmGpra/Xyyy9r1apVfsuMHj3ab9S9JI0bN05f+9rXVFgY+uTqlltu0ZgxY/TTn/60x2MXLlzQpEmTdM899+jyyy9XbW2t9uzZo3nz5qmlpSUxLw5wEbODegAwE0UtAAAAYB+p6GEQzgOwKnoYAGBPaZIMszfCKjIzM9Xc3KysrCydOXPG7M0BLMHMoJ4C2BxciQ63oqiFk3BeCwDOx2d9eLw/ztObfZroHgZ9ieRJuyRDV91SpBO7ymRciP3rSOlhWEd6erry8vL0wQcf9Bigh8RLdg+D/0edx6r71KrbBaRCutkbAMDazAytKLTMQRMCbuPxeAjoAQAAAAeI97x+UEOF3wTrC7efBo73aOB4aj04Cz0MAHAOQnoAQA80I+AGFLYAALjLo48+KsMwtHbtWt+8oUOHauPGjaqpqVFra6t27Nih3NzcsOvZs2ePDMPoMf3qV7/yLXP8+PGgyzz//PO+ZTZu3Njj8ffffz/xLxwAHC6whxEYzhPUwwnoYQCA8yT8O+kBOI+Z30/fOKQw5sC4ayQ+gXNsBjVUcDcDOA4FLQAA7uTxeLR48WIdPnzYb355ebnOnz+v2bNnq7m5WUVFRdq1a5cmTJigtra2oOuaM2eOMjIyfD8PHjxYhw8f1htvvOGbN3XqVF1yySW+nydOnKhdu3b5LSNJO3bs0H333ef7ub099ls+A/hCPD2MeHoQMNeghgq1f6045OMDx3vU8t/mfaUjEAt6GADgbIT0AHrFLkF9sFCZIjv1ut5vQn5YBYUtAADuNWDAAG3evFmLFi3S8uXLffPHjRunadOm6ZprrtEnn3wiSVqyZIk+++wzzZ8/Xxs2bAi6vqamJr+f77rrLrW1tfkF8A0NDX7LPProo/r973+vvXv3+s0/d+6c6urq4np9ABKLHgIAM9G/AAD3IKQH0GtmBvWRRAqDKbJjE+1o+sD3mNH4MBOFLQAAkKT169dr+/bt2r17t19I369fP0nS2bNnffM6OzvV3t6uG2+8MWRIH2jhwoX6+c9/HnLkfd++fXX33XerrKysx2PTp09XXV2dPv/8c+3du1fLli1TfX190PVkZGT4tlmSMjMz/f6EP94f54lmn86YMaPHRTHR+Hzo13XF6T0xPx+RpV2S4fdnIvR77991/oaVIR/PGj9DLb+L/d8FwktPT/f7E71XUFDg+7tV/t/i/1Hnseo+tdr2AKlESA8gKmYF9cFCdsLf1IgUtEe6+IGgHqlGOA8AALrMmzdPU6ZM0dSpU3s8VllZqRMnTqi0tFT333+/WltbVVRUpOzsbGVnZ/dq/VOnTtWkSZO0cOHCkMt861vf0uWXX66XXnrJb/6OHTv0xhtv6OTJkxo7dqxWrVql3/zmN8rPzw962/vi4mKtXLmyx/yamppebatb8f44T+r2aV6Kfo+7jZmxNMFrLAr/MLs16SZPnmz2JthOc3Oz2ZsQEv+POg/7FLCONEmG2RthFZmZmWpublZWVpbOnDlj9uYAlmXV0fS9wWj62AUG7dG+lwT1SDbCeeAizmsBQBo5cqS8Xq9mzpypjz76SJK0Z88effjhh/re974nSZoyZYo2bNig6667Th0dHdq1a5c6OzslSbfffnvE3/GjH/1IN9xwg6699tqQy+zcuVPt7e365je/GXZdw4cP18mTJ3XXXXdp69atPR4PNpK+pqZGI0aM4LM+CN4f54lln8Yzml4So+mTKO2SDI2ZsVQn9zwv40LPC5PiFTiinhH0yZeenq7Jkyfr8OHDvv9LEVz3kfNWxf+jzmPVfdq1XfQv4EaMpAcQNSvf9j4Sbnsfu3jfN0bUIxkI5gEAQCj5+fkaNmyYDh486JvXp08f3XTTTVq6dKn69eunQ4cOKS8vT1lZWcrIyFBDQ4P279/fq3rn0ksv1V133aXvf//7IZcZPXq0brnlFs2ZMyfi+k6dOqWTJ09q3LhxQR9vb28POsL+zJkzNDTD4P1xnmj26ZQpU+LqX5y+ooAeQpIZF9qTEtL3eackoAdBaJwqnZ2dhPQh2LGHwf+jzsM+BayDkB4AANiOHQtbAACQWrt379bEiRP95m3cuFGVlZVas2aNX4DQdZvZ3NxceTwePfbYYxHXP3fuXPXr108/+9nPQi5z33336bPPPtP27dsjrm/QoEEaNWqUamtrIy4LoPfiHWjAxf4A4kH/AgAQCiE9gJgwmh6xYDQ94kFhCwAAotHS0qKjR4/6zWttbdXp06d98++8807V19erurpakyZN0rp161ReXq6Kiov1wqZNm1RTU6OSkhK/dS1cuFDl5eVqbGwM+vvT0tJ03333adOmTbpw4YLfYwMGDNDKlSv1i1/8QrW1tbrqqqv05JNPqqGhIeit7gHEJ1k9jK76lh6DNdGDgFnoXwAAeiPd7A0AYF92PuGkSDMPzQtEy+Px2PrzBgAAWFd2drZeeeUVVVZW6oc//KFeeeUVzZ8/32+Z0aNHKzs722/euHHj9LWvfU0bNmwIue5bbrlFY8aM0U9/+tMej124cEGTJk3SL3/5Sx07dkybNm3SsWPHNG3aNLW0tCTmxQHwE09NEdhDaBxS6DePHoN10YNAKtG/AABEg5H0AFyLEfXm4Wp2REJRCwAAkmHGjBl+Pz/33HN67rnnonqOJH366adKS0sL+7yKioqQy5w9e1azZs2KsLUArCRSDUuPwbqC9SC67yv6E4gXPQwAQCwI6QHExa63vadwNh9BPYKhsAUAAACQLMnuYQQL6nNOTff9vWr4/0va70Z44fpA9CcQK3oYAIB4ENIDiJudgnrCecB6KGoBAAAApEoqgnrPkfNBH8s5NZ2g3qII6tFb9DAAAIlCSA/A8QjmrYsi2L0oagEAAAC4EUG9ddGjQCj0MAAAyZBu9gYAcAYrnqwOaqggoLcB9pG7eDweS35eAAAAAHCPZNck3ol9wz7e/Rb4sBZ6FOiOHgYAIJkI6QEkjBVOWruCeYoqwFoobAEAAABYCUE9gFDoYQAAUoHb3QMATMct5ZyJghYAAAAAevIF+A3mbgeCo0fhXvQxAACpxEh6AAll9sksRZR9cfcD5+CKcwAAAAB2kOrR9N6Jff3m0cOwLnoU7tHVw6CPAQBINUbSA0g4j8cjr9dr2u9vHFJIMWVTXK1uXxSzAAAAAOwo2T2MSLe9p4dhXfQonIseBgDAChhJDyApzD7ZpYgCUoOrzQEAAADYndk1DT0M6+ICCmehhwEAsBJCegBJY/ZJL0WuPVEA2wOFLQAAAAAnMbu+oYcBJA89DACAFXG7ewCA5XBLOWuioAUAAACAxONidWujR2Ff9DEAAFbGSHoASWX2yTBFlH3RpLAOrjgHAAAA4AaprnsGNVRQ+9oE+8k+unoY9DEAAFbHSHoASefxeOT1ek37/Y1DCimmgChRzAIAAABwo1T0MOhR2BMj6q2LHgYAwI4YSQ8gJcw+WaaIsicaF6nH1eYAAAAA3I6aCKHQp7AWehgAADsjpAeQMmafNBPU2xMFcGpQ2AIAAADARcmsj+hPAPGhhwEAcAJudw/AFQh6gZ4oaAEAAADAHHw1n31x23vz0McAADgJIT2AlEr199NT8DoDBXBiUdQCAAAAQGTJ7mEQ1AOR0cMAADgVIT2AlEt2kUuB60zxBPVd/ybcHPRT1AIAAABA9AjqEUywHkX3/ejm/kMi0MMAALgBIT0AUySjyKWoRXfB/j24cUQ+hS0AAAAAxCfVdwWEPYTrQ7mx/xAv+hcAALchpAdgmkQUuQTz7tKbIjfSvwm3FMoUtwAAAACQOMkM6hlN70xu6T/Eg94FAMDNCOkBALYS6ZZybkZxCwAAAAD2RFDvTMF6GDvzL9busw668w4N9C8AACCkB2CyeK9Ep4h1p3j3udOuZqe4BQAAAIDk4/vpEYtBDRV69evFQR/bme9xVVBP/wIAgIvSzd4AAIj3BN1JYStSx+6ND4/H45sAAAAAAKmR7BqMHof7dB9Z71T0LwAA6ImQHoAlcKIO9A6FLQAAAACYKxk12aCGCt8E51nw69KwjzsxqGdwAQAA4RHSA7CMeE7audIcsbBT84PCFgAAAACsIxH1GcG8u7glqC8oKKB/AQBAL/Cd9AAcg+9uQyys/P30FLUAAAAAADjHgl+X9vh++uVpF/8+y6ZfT+/xeJSZmanm5mazNwUAANtgJD0AS+H76WEGq13cwah5AAAAALA+ehiIxYJfl2p5mnxTd3brBdC/AAAgdoT0ACyHk3u4Ed/VBgAAAAD2Qw2HRLPDvyn6FwAAxI+QHoDjcCU6YmHWaHoKWwAAAACwt3hqOnoY7lS1M/z301uxT8DgAgAAEouQHoAlccs4mCGVQT2FLQAAAAA4B/UdomWHoJ5gHgCA5Olj9gYAQCgej0derzfm5zcOKbTcd43D3ShqAQAAAACB6F+4V9XOUuXMKu4xr0tjqjfob+hfAACQfIT0ACwt3qAeiNaghoqE34mB4hYAAAAAnC/aHgbBPKTwI+qT0aMIh/4FAACpQ0gPwNG4Gh2xSEQRTGELAAAAAAhEjwLRSkVQTw8DAIDU4zvpAVge308PM8TaOOG72gAAAADAvagHkQzBehSDGip8Uyz4vnkAAMzFSHoAtsBt72F1FLUAAAAAgEi44x9iFe7fTW9H29O7AADAOhhJD8A24ikkGE2PWERqnHDVOQAAAAAgUKQakR4FkiFcD4PeBQAA1kNID8A1KIIRi2BFLsUtAAAAACAe9CiQDIE9DPoXAABYFyE9AFuhsIAZBjVUMGoeAAAAANBrvakdCeqRDN17GAAAwLr4TnoAthPP99Pz3W+IVs6sYrM3AQAAAABgQ/H0L4Bo0b8AAMBeCOkBuA5BPXqD4hYAAAAAEK9IQT09CsSD3gUAAPZFSA/AluK9Gp0iGMFQ3AIAAAAAEo2gHolG/wIAAPsjpAdgW7EG9RS+CERxCwAAAAAwE0E9eoP+BQAAzkFID8A1KHbRHYUtAAAAACBVejPQgKAeodDDAADAedLjefKjjz4qwzC0du1a37yhQ4dq48aNqqmpUWtrq3bs2KHc3Nyw69mzZ48Mw+gx/epXv/Its2LFih6P19bW9ljXihUrVFNTo7a2Nu3Zs0cTJkyI5yUCsDiPxxP28UENFb4JkL4obCluAQAAAACpFq6HQe8Cgbr6F/QwAABwpphH0ns8Hi1evFiHDx/2m19eXq7z589r9uzZam5uVlFRkXbt2qUJEyaora0t6LrmzJmjjIwM38+DBw/W4cOH9cYbb/gtd+TIEd1yyy2+ny9cuOD3+MMPP6yioiJ95zvf0bFjx7R8+XJVVFToK1/5ilpaWmJ9qQAsLtjV6BS2CERRCwAAAAAwW2APg/4FuqN3AQCAe8QU0g8YMECbN2/WokWLtHz5ct/8cePGadq0abrmmmv0ySefSJKWLFmizz77TPPnz9eGDRuCrq+pqcnv57vuukttbW09QvqOjg7V1dWF3K6HHnpITzzxhLZu3SpJuvfee1VXV6cFCxboxRdfjOWlArAJj8ejqp2lZm8GLIbiFgAAAABgNfQwEIj+BQAA7hPT7e7Xr1+v7du3a/fu3X7z+/XrJ0k6e/asb15nZ6fa29t144039nr9Cxcu1M9//vMeI+/HjRunmpoaVVVVacuWLRo7dqzvsbFjxyo7O1tvv/22b157e7v27t2rG264IarXBwCwN24HBwAAAAAArI7+BQAA7hX1SPp58+ZpypQpmjp1ao/HKisrdeLECZWWlur+++9Xa2urioqKlJ2drezs7F6tf+rUqZo0aZIWLlzoN//AgQO65557dOzYMQ0bNkzLly/Xe++9p2uuuUaNjY0aPny4JPUYaV9XV6cxY8YE/V0ZGRm+CwskKTMzs1fbCMCacmYVcyW6i1HUAgAAAADsgh6Gu9HDAAAAUYX0I0eO1Lp16zRz5kydO3eux+MdHR264447tGHDBjU1Namjo0O7du3SW2+91evfsXDhQn388cf67W9/6zd/586dvr8fOXJE77//vv7whz/o3nvv1dq1a32PGYbh97y0tLQe87oUFxdr5cqVvd42ANZHkes+FLYAAAAAADuih+Eu9C8AAEB3Ud3uPj8/X8OGDdPBgwd1/vx5nT9/XtOnT9d3v/tdnT9/Xunp6Tp06JDy8vJ02WWXKTs7W7feeqsGDx6s48ePR1z/pZdeqrvuuks/+clPIi7b1tamjz/+WOPGjZMknTp1SpJ8I+q7DB06NOT32JeWliorK8s3jRgxIuLvBWB9FD3uwC3hAAAAAAB2R13rbF29C/YzAAAIFNVI+t27d2vixIl+8zZu3KjKykqtWbNGnZ2dvvnNzc2SpNzcXHk8Hj322GMR1z937lz169dPP/vZzyIum5GRofHjx+udd96RJB0/fly1tbUqLCzUhx9+KEnq27evCgoK9MgjjwRdR3t7u9rb2yP+LgD2w9XozkRRCwAAAABwGnoYzkP/AgAARBJVSN/S0qKjR4/6zWttbdXp06d98++8807V19erurpakyZN0rp161ReXq6KigrfczZt2qSamhqVlJT4rWvhwoUqLy9XY2Njj9/9zDPPaNu2baqurtbQoUO1fPlyZWVladOmTb5lnn32WZWUlOjTTz/Vp59+qpKSErW1tenVV1+N5mUCACyG4hYAAAAAAFgd/QsAANBbUYX0vZGdna2ysjINGzZMtbW1evnll7Vq1Sq/ZUaPHu036l6Sxo0bp6997WsqLCwMut6RI0dqy5YtGjJkiOrr67V//35df/31qq6u9i3z9NNP69JLL9ULL7ygK664QgcOHNDMmTPV0tKS6JcJwAa4Et3eKGwBAAAAAG5BD8Pe6GEAAIBopUkyzN4Iq8jMzFRzc7OysrJ05swZszcHQIJQ5NoLhS0AxI/zWgBwPj7rw+P9cR637FO39DDSLsnQVbcU6cSuMhkX7Pl1pPQv/LnlGHUL9qfzWHWfWnW7gFRI+Eh6ALAarka3B4pbAAAAAIDb0cOwNnoXAAAgUdLN3gAASAWKKGvKmVXsmwAAAIBkevTRR2UYhtauXeubN3ToUG3cuFE1NTVqbW3Vjh07lJubG3Y9e/bskWEYPaZf/epXvmVWrFjR4/Ha2toe61qxYoVqamrU1tamPXv2aMKECYl7wQBsixrZeuhdAACARGMkPQAg5ShsAQAAkEoej0eLFy/W4cOH/eaXl5fr/Pnzmj17tpqbm1VUVKRdu3ZpwoQJamtrC7quOXPmKCMjw/fz4MGDdfjwYb3xxht+yx05ckS33HKL7+cLFy74Pf7www+rqKhI3/nOd3Ts2DEtX75cFRUV+spXvqKWlpZ4XzIAIAHoXwAAgGQhpAfgGtwyzlwUtgAAADDDgAEDtHnzZi1atEjLly/3zR83bpymTZuma665Rp988okkacmSJfrss880f/58bdiwIej6mpqa/H6+66671NbW1iOk7+joUF1dXcjteuihh/TEE09o69atkqR7771XdXV1WrBggV588cWYXisA56CHYS56GAAAINkI6QG4CkVu6lHYAgAAwEzr16/X9u3btXv3br+Qvl+/fpKks2fP+uZ1dnaqvb1dN954Y8iQPtDChQv185//vMfI+3Hjxqmmpkbnzp3TgQMHVFJSouPHj0uSxo4dq+zsbL399tu+5dvb27V3717dcMMNQUP6jIwM3zZLUmZmpt+f8Mf74zxu3KeT/+lJffQfK83ejKRIuyTD708ruHbOSt/f3fTvLFHceIw6GfvTeay6T622PUAqEdIDAJKCcB4AAABmmzdvnqZMmaKpU6f2eKyyslInTpxQaWmp7r//frW2tqqoqEjZ2dnKzs7u1fqnTp2qSZMmaeHChX7zDxw4oHvuuUfHjh3TsGHDtHz5cr333nu65ppr1NjYqOHDh0tSj5H2dXV1GjNmTNDfVVxcrJUrV/aYX1NT06ttdSveH+dhnzrLmBlLzd4En+bmIrM3wRE4Rp2F/ek87FPAOgjpAbgOo+mTh2AeAAAAVjFy5EitW7dOM2fO1Llz53o83tHRoTvuuEMbNmxQU1OTOjo6tGvXLr311lu9/h0LFy7Uxx9/rN/+9rd+83fu3On7+5EjR/T+++/rD3/4g+69916tXbvW95hhGH7PS0tL6zGvS2lpqcrKynw/Z2ZmqqamRiNGjNCZM2d6vc1uwfvjPG7fp04bUZ92SYbGzFiqk3uel3GhPeW/v/uoeSSG249Rp2F/Oo9V92nXdgFuREgPwJUI6hOLcB4AAABWk5+fr2HDhungwYO+eX369NFNN92kpUuXql+/fjp06JDy8vKUlZWljIwMNTQ0aP/+/fJ6vRHXf+mll+quu+7S97///YjLtrW16eOPP9a4ceMkSadOnZIkDR8+3Pd3SRo6dGjI77Fvb29Xe3vPIOvMmTOWarRaDe+P87h1n5oRZKeCcaE9pa+N/kXyufUYdSr2p/OwTwHrIKQH4FoE9fGhsAUAAICV7d69WxMnTvSbt3HjRlVWVmrNmjXq7Oz0zW9ubpYk5ebmyuPx6LHHHou4/rlz56pfv3762c9+FnHZjIwMjR8/Xu+8844k6fjx46qtrVVhYaE+/PBDSVLfvn1VUFCgRx55pLcvEYCL0MOIHf0LAABgRYT0AIBeo7AFAACAXbS0tOjo0aN+81pbW3X69Gnf/DvvvFP19fWqrq7WpEmTtG7dOpWXl6uiosL3nE2bNqmmpkYlJSV+61q4cKHKy8vV2NjY43c/88wz2rZtm6qrqzV06FAtX75cWVlZ2rRpk2+ZZ599ViUlJfr000/16aefqqSkRG1tbXr11VcT+TYAcBCC+t6jfwEAAKyOkB6Aq1HgRkZhCwAAAKfKzs5WWVmZhg0bptraWr388statWqV3zKjR4/2G3UvSePGjdPXvvY1FRYWBl3vyJEjtWXLFg0ZMkT19fXav3+/rr/+elVXV/uWefrpp3XppZfqhRde0BVXXKEDBw5o5syZamlpSfwLBQAXoH8BAADsJE2SYfZGWEVmZqaam5uVlZXFd3IALkNQ74/CFgDsjfNaAHA+PuvD4/1xHvbpRU7oYaRdkqGrbinSiV1lcX0nPf0L6+AYdRb2p/NYdZ9adbuAVGAkPQCIEfUShS0AAAAAAHbg9h4G/QsAAOAEhPQA4HIUtwAAAAAAwOroXwAAACdJN3sDAMAq3Fbs5cwqdt1rBgAAAADACdxUz9O/AAAATsRIegDoxum3jKOoBQAAAADAGehhAAAA2BchPQAEcGKRS2ELAAAAAIDzOK2HQf8CAAC4BSE9AAThhCKXwhYAAAAAAOezew+D/gUAAHAjQnoAcBiKWwAAAAAAYAfXzllp9iYAAACYgpAeAEKw05XoBPMAAAAAALiX3XoYmZmZam4uMntTAAAATENIDwBhWL3IJZwHAAAAAAB2QA8DAADgIkJ6AIjAakE9RS0AAAAAAAhktf6FRA8DAAAgFEJ6AOgFswtdiloAAAAAABCJ2f2Lrm0AAABAeIT0AGBhFLYAAAAAAMAO6GEAAAD0XrrZGwAAdpHKYjNnVjHFLQAAAAAAiFqq+wn0MAAAAKLHSHoAiEIybxtHQQsAAAAAABIhFbe9p48BAAAQO0J6ADAZRS0AAAAAAEi0ZAT19DAAAAASg5AeAKKUiCKXohYAAAAAACQbPQwAAABrIqQHgBjEWuRS2AIAAAAAADughwE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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 53 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 7\n", + "\n", + "* all land\n" + ], + "id": "27c942b7ae653510" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 8\n", + "\n", + "* all land\n" + ], + "id": "935560a51386a8b2" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 9 - McCalls Landing\n", + "\n" + ], + "id": "9b5057efe23336d9" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:34.695458716Z", + "start_time": "2026-02-05T20:45:34.215459615Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=60);", + "id": "822f8c38769a5913", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 54 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 10 - Jervis Inlet\n", + "\n" + ], + "id": "9ab54c53981fddbf" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:35.192783018Z", + "start_time": "2026-02-05T20:45:34.711228849Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=60);", + "id": "62c0d6bd5787102", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 55 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 11 - Malibu\n", + "\n" + ], + "id": "51de85b5a0a88631" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:35.764038153Z", + "start_time": "2026-02-05T20:45:35.201933213Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=60);", + "id": "3875e304159b6e0d", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 56 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 21, 12\n", + "\n", + "* all land\n" + ], + "id": "1fcb0e0864309cb8" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 22 - Saratoga Beach to Head of Jervis Inlet", + "id": "1db76680bb708a55" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:35.879788309Z", + "start_time": "2026-02-05T20:45:35.828724935Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([685, 720])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "aff491317f1ae62", + "outputs": [], + "execution_count": 57 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 0\n", + "\n", + "* all land\n" + ], + "id": "70177f83c6376a8e" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 1\n", + "\n", + "* all land\n" + ], + "id": "15ebfbe3bf174fa9" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 2\n", + "\n", + "* all land\n" + ], + "id": "dab439a8cec61e2f" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 22, 3 - Saratoga Beach\n", + "id": "4046efbc43f3c9f8" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:36.380962095Z", + "start_time": "2026-02-05T20:45:35.883733080Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "a14cd8274fa2a901", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 58 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 22, 4 - Williams Beach\n", + "id": "a560e6faec058154" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:36.918422146Z", + "start_time": "2026-02-05T20:45:36.456095208Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "b88be425d5057f61", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 59 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 5 - Savary Island\n", + "\n", + "* make 3 fake islets on north-east corner water\n" + ], + "id": "6629dc31932c086" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:37.740686261Z", + "start_time": "2026-02-05T20:45:36.925147593Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "e586188b955d0810", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 60 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 22, 6 - Lund", + "id": "ff961f37d90991a4" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:38.364164492Z", + "start_time": "2026-02-05T20:45:37.801869147Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "19b9db1850661f2", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 61 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 7\n", + "\n", + "* all land" + ], + "id": "fddd3788cfd21276" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 8\n", + "\n", + "* all land" + ], + "id": "cba2b8a302b68e2a" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 9\n", + "\n", + "* all land" + ], + "id": "df4f8b9ee071e382" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 22, 10 - Head of Jervis Inlet\n", + "id": "63b2f5cdc6129f27" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:38.890731700Z", + "start_time": "2026-02-05T20:45:38.416499863Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=30);", + "id": "8202856c696ca755", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 62 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 22, 11 - Jervis Inlet\n", + "id": "85b28bc2f235f878" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:39.385823352Z", + "start_time": "2026-02-05T20:45:38.913172667Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=30);", + "id": "b0f0aadd47d55d34", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 63 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 22, 12\n", + "\n", + "* all land\n" + ], + "id": "ec5c44e362c2d783" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 23 - Stories Beach to Desolation Sound", + "id": "de3466f5d852f316" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:39.486975859Z", + "start_time": "2026-02-05T20:45:39.405954952Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([715, 750])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "ea1940d798921152", + "outputs": [], + "execution_count": 64 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 0\n", + "\n", + "* all land\n" + ], + "id": "a07d5d8f80c94cd6" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 1\n", + "\n", + "* all land\n" + ], + "id": "64cb6886174e0dee" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 2\n", + "\n", + "* all land\n" + ], + "id": "eb6ce5a44ab849df" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 23, 3 - Stories Beach\n", + "id": "a3b4c77fa32fb382" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:39.943412849Z", + "start_time": "2026-02-05T20:45:39.492217426Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "484222c0b61221f7", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 65 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 4 - Cape Mudge\n", + "\n", + " * surface Mitlenatch Island\n" + ], + "id": "ad08df73f0f97499" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:40.865061169Z", + "start_time": "2026-02-05T20:45:39.948119818Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "940eb060b8f36d68", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 66 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 5 - Hernando Island\n", + "\n", + "* connect point on north-west corner of Hernando Island\n" + ], + "id": "12017c372f1d4e01" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:41.723681760Z", + "start_time": "2026-02-05T20:45:40.913773775Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "cb60e9d1800e297b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 67 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 6 - Desolation Sound Entrance\n", + "\n", + "* connect point on west side of Kinghorn Island\n", + "* connect point on south side of Refuge Cove\n", + "* make fake islet west of Martin Islands water" + ], + "id": "112019d0fbade5af" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:42.598461373Z", + "start_time": "2026-02-05T20:45:41.789431765Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "1ee5c48224b966ff", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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yZuuJTD/5yU+GbFV+7qlF/p1NXvnZplb52QUAYDhbz6vSqQDIC5vvAABgBLbddAcAAAAAaRppq2ptbfVGUQAAAABUxEhalU4FQC2x+Q4AAIpQyqY7sQgAAACAcin1zaG0KgAAAADKxTlVANQDm+8AAGAQ5bzKnVgEAAAAQCnK2aoAAAAAoBRaFQD1xOY7AAAoIA4BAAAAkBWVaFXeKAoAAACA0Sh3q9KpAKgFjWkPAAAAWdHa2lrRjXc29QEAAABQLK0KAAAAgKyoZKvSqQDIOle+AwCgrlU73ni3JgAAAAAG40QjAAAAALJCqwKAN7nyHQAAdanS7xw+3HMDAAAAwFZptSqdCgAAAIBCabQqnQqALHPlOwAA6oZIAwAAAEBWZKVVtba2RktLS9pjAAAAAJCiLLQqnQqArHLlOwAAci/Nq9wNJmvzAAAAAFAdWhUAAAAAWZG1VpWlWQBgK1e+AwAgt7IeY7xbEwAAAECdeHqbP29ObQoAAAAA0KoAYIRsvgMAIFeyvuEOAAAAgDry9PB3yQpvFAUAAACQczXSqnQqALKmMe0BAACgHFpbW2ty410tzgwAAADAMJ6OQU9matkxuycOaVUAAAAAOVSDrUqnAiBLbL4DAKCm1eqmu23V+vwAAAAA/NEQJzJtK6snNUVoVQAAAAC5UeOtSqcCICua0h4AAABGasXihX1/XpfiHAAAAACwbavaNxYU/XUtO7ZE62YnEAEAAABQPloVAJSfzXcAANSEbcNQHrW2tkZLSzbfRQoAAACAgfLcq7QqAAAAgNqS11alUwGQBY1pDwAAAINZsXhh3zGYiWuXVHGiympt9e5RAAAAAFk3VK9a8fuRneTUsmN2TxzSqgAAAACybbhzq/LSqnQqANJm8x0AAJkz3Ia7QjbgAQAAAFBpxTarvJzUFKFVAQAAAGTRSM6tykur0qkASFNT2gMAAEBEjGiz3fZMXLsk1k2aV6ZpAAAAAKh3pfSqFb9fGPvutaDo+7fs2BKtm51ABAAAAMD2aVUAkB6b7wAASE2pG+7yqrW1NVpasvkuUgAAAAB5lkavyvqJTFoVAAAAQDq0qv50KgDSYvMdAABVV6kwlKer34lFAAAAANVRqVY13DuKZ/lEpkJaFQAAAEB1aFVD06kASIPNdwAAVEW13onJBjwAAAAAhlOtVrW9k5pq5USmQloVAAAAQGVoVSOjUwFQbTbfAQBQUdWKQ9vK0wY8AAAAAMonjVa14vcLtSoAAAAABtCqAKA22HwHAEBFpBGH8sg7NQEAAACUTqsqD60KAAAAoDQ6VXnoVABUU2PaAwAAkC8rFi/MRCSauHZJ2iOUTWtra9ojAAAAANQkrar8tCoAAACAkctKp4rIT6vSqQCoFle+AwCgZFkJQ4Umrl0S6ybNS3uMsvBuTQAAAADF0aoqT6sCAAAAGF5WO1VEflqVTgVANdh8BwDAqGU5EG2Vl1AEAAAAwNC0KgAAAACyoBY6VYRWBQDFsvkOAIARq5VAlDfeqQkAAACgP50qPVoVAAAAQH9aVTp0KgAqrTHtAQAAqB0rFi+syUg0ce2StEcom9bW1rRHAAAAAEhdrXaqCK0KAAAAIG+0qvTpVABUkivfAQAwpFoNQ4Umrl0S6ybNS3uMsvBuTQAAAEA9ykunitCqAAAAAGqdVpU9OhUAlWLzHQAA25WnQLRVXkIRAAAAQD3JY6eK0KoAAAAAapFWBQD1x+Y7AAD65DUORUTu4pB3agIAAADyLtet6vdve/MPk9Kdo1y0KgAAACDP8typIvLVqnQqACrB5jsAAHIbiPK24a6QWAQAAADkUV5bVcQ2JzJt9cQTEbNnpzFK2WlVAAAAQN7UVaeKyE2r0qkAKDeb7wAA6lgeA1HeN9wVEosAAACAPMhjp9rWdk9m2ionJzVFaFUAAABA7avrThWRm1alUwFQTjbfAQDUmbwGonrbdAcAAACQB3ltVRFFnMi0rZyc1AQAAABQq3SqbWhVANCPzXcAAHUij4HIhrs3eacmAAAAoJbksVPxFq0KAAAAqCVaVX7pVACUi813AAA5l7dAZMPd9olFAAAAQNblrVMNZ+Jer9bt1e+0KgAAACDr6qlVjbhTReSmVelUAJSDzXcAADmUtzhkw11xxCIAAAAga/LWqUbKBjytCgAAAMiOem5VNuDpVACMns13AAA5Uc9xCAAAAIDs0Kn6q+cNeAAAAABp06reUs8b8ACgFDbfAQDUsHqJQxPXLnH1uyJ5pyYAAAAgDfXSqSouZycyaVUAAABAGrSqMslRq9KpACiFzXcAADWoHgORDXjFE4sAAACAaqjHRjVaw76reI5OZCqkVQEAAADVoFUVR6fSqQAYOZvvAABqhEDESIhFAAAAQKXoVKOz3RObcnwy07a0KgAAAKBStKqR06l0KgBGxuY7AIAME4f6c/U7AAAAgHToVOUxca9X9S0AAACAEmlVpdOpAKB4Nt8BAGSQQDQ4G/CK552aAAAAgFLpVOWz79ELIiKitbU+25ZWBQAAAJRKqyoPnUqnAmBkbL4DAMgIcYhKEA3ABJsAAQAASURBVIsAAACAkdKpymfriUzbamlpidbW1hSmSZ9WBQAAAIyUVlU+ha1Kp9KpACiOzXcAACkTiEbO1e9GRiwCAAAAiqFTlc/2Nt1ty4lNWhUAAAAwNK2qfIZqVTqVTgXA8Gy+AwBIgThUOhvwAAAAAMpDqyqP4TbcFarnE5sAAAAABqNVlcdIWpVOBQBDs/kOAKCKxKHysgGveN6pCQAAACikVZEWrQoAAAAopFWRBp0KgGI0pj0AAEA9WLF4oUBE6rxDFQAAALC1U2lV5Teav9N6PrFHqwIAAAC0qsoZ6d+pTgUAg7P5DgCgQsSh6pi4dknaI9QUsQgAAADqk05VHTbgjYxWBQAAAPVJq6oOG/CKp1MBMJSmtAcAAMgbYaj6Jq5dEusmzUt7DAAAAIDM0aqqb8XihbHv0QtG9DUtLS1O8AEAAAByTadKx0hblU4FAAPZfAcAUCYCEbWitbW1rt+pCgAAAOqBVkWt0KoAAAAg33QqaoVOBcBgbL4DACiBOJQdrn43MmIRAAAA5I9WlR2ufjcyWhUAAADki06VLa5+VzydCoDtaUx7AACAWrRi8UKRKIMmrl2S9gg1pV4jGQAAAOSNVpVNo1mTej6xR6sCAACA2qdTZddI10WnAoC3uPIdAECRhKHa4Ap4AAAAQD3QqmqDK+ABAAAA9UCrqg2ugAcAo2PzHQDAMMQh8qy1tbWu36kKAAAAao1WRZ5pVQAAAFBbtCrySqcCYFuNaQ8AAJBVKxYvFIhq1MS1S9IeoaZ4hyoAAADItq2dSquqTaNZt3o+sUerAgAAgGzTqmrbSNdNpwIAm+8AAPoRh/LDBryREYsAAAAge3Sq/LABb2S0KgAAAMgerSo/bMArnk4FQEREU9oDAABkgTCUTxPXLol1k+alPQYAAADAiGhV+bRi8cLY9+gFI/qalpYWJ/gAAAAAqdGp8mukrUqnAqCe2XwHANQ1gSj/bMArXmtra12/UxUAAACkTatiW/V+MpNWBQAAAOnRqdiWTqVTAdQ7m+8AgLojDsHgxCIAAACoHp2q/gz3juL1fiJTIa0KAAAAqkerqj9aVfF0KoD6ZvMdAFAXxKH65up3IyMWAQAAQOXoVGzvpCYnMg1OqwIAAIDK0arQqoqnUwHUL5vvAIDcEofYlg14AAAAQFp0KgqtWLxQqwIAAABSoVVRSKsCgKHZfAcA5I5AxGBswCued2oCAACA0mhUUD5aFQAAAJRGq4Ly0KkA6pPNdwBALghEFMsGvOKJRQAAADByOhXF0qlGRqsCAACAkdOqKJZWVTydCqD+2HwHANQscQgqTywCAACA4mhVjIaTmkZGqwIAAIDh6VSMllZVPJ0KoL7YfAcA1ByBiFIJRQAAAEC5aFWUSqsCAAAAykGnohy0KgAYyOY7AKAmiEOUm1BUPO/UBAAAAP1pVZAerQoAAADeolNBenQqgPrRmPYAAABDWbF4oUhExUxcuyTtEWpGa2tr2iMAAABA6rQqKkWnGhmtCgAAgHqnU1FJWlXxdCqA+uDKdwBA5ghDVJMr4BXPuzUBAABQj7QqqkWnGhmtCgAAgHqkVVEtWlXxdCqA/LP5DgDIDHGItIhFAAAAQCGtijToVAAAAMD2aFWkQasCgDfZfAcApE4cIk0C0ch4pyYAAADyTKciTTrVyGlVAAAA5JlWRZq0qpHRqQDyzeY7ACAV4hBpEodKIxYBAACQN1oVadKqSqNVAQAAkDdaFWnRqUqjUwHkl813AEBViUOkRRwqL7EIAACAPNCqSJNeVT5aFQAAAHmgVZEWnap8dCqAfLL5DgCoCnGItIhDAAAAQKFf/fCCSLZ0pT0GdUirAgAAAAo5r4o06FQAUDyb7wCAihGGSIs4VB3eqQkAAIBasmLxwmjYoTntMYAK0aoAAACoJc6rgvzSqQDyx+Y7AKCshCHSYsNdOsQiAAAAsk6vIksmrl2iY1WQVgUAAEDWaVVkhU5VWToVQL7YfAcAlEwUIi0CUDaIRQAAAGSNXkWWObGpsrQqAAAAskarIqt0qsrSqQDyw+Y7AGDUhCHSIvoAAAAA26NXUSuc2AQAAAD5p1VRC3QqABiezXcAwIiIQqRJ6Mku79QEAABAWvQqoJBWBQAAQFq0KmBbOhVAPjSO5M5f+9rXIkmSfsfq1asH3KetrS06Ojpi6dKlccABBwz5mAcccED84Ac/iJUrV0aSJHH66aeP6nlH89wAQHFWLF7Yd0C1rZs0r+8g21pbW9MeAQAAgDqhV5EHE9cuSXuEXNOqAAAAqBatilqnU1WWTgVQ+0Z85bunn3465s6d2/fxli1b+v589tlnx1lnnRWf+cxn4rnnnovzzz8/lixZEu985ztj06ZN2328nXfeOVasWBG33nprLFq0aFTPO9rnBgCGJgiRJpvtapN3awIAAKBStCryaOLaJTpYBWlVAAAAVIpWRd7oVJWlUwHUthFvvuvp6Yn29vbtfu6MM86Ir3/96/GjH/0oIiJOOumkaG9vj7/927+Nq666artf09ra2reb+6KLLhrV8472uQGAgYQh0ibiAAAAAFtpVdQDJzYBAABAbdCqyDudqrJswAOoXY0j/YKZM2dGW1tbrFixIm6++eaYMWNGRETMmDEjpk6dGnfffXfffbu6uuL++++PI444ouRBB3veUp67ubk5xo8f3+8AgHq1YvFCgYjUrJs0r++g9m19cw0AAAAYLa2KeqCJVYdWBQAAQKm0KvJOp6oerQqgNo3oyncPP/xw/N3f/V0899xzMXny5Dj//PNj2bJlceCBB8aUKVMiIgZcna69vT2mT59e0pBDPe+6detG/dwLFiyICy64oKTZAKDWCUOkSbDJL+/UBAAAwGhoVeSdHpYOrQoAAICR0qnIO50qPVoVQO0Z0ea7xYsX9/356aefjgcffDCef/75OOmkk+Khhx6KiIgkSfp9TUNDw4DbRmqo5120aFHf50b63AsXLoxLL7207+Px48dHW1tbSbMCQK0QiEiLcFM/hCIAAACKpVWRV1pYdmhVAAAAFEOnIs+0quzQqgBqy4g23xXq6OiIp556KmbOnBm33XZbRERMmTIl1qxZ03efPfbYY8AV6Uq17fNGRN/zjfS5u7q6oqurq6yzAUCWiUOkSbwBAAAAtqVVAQAAAJAFOhUAAENpLOWLm5ub493vfnesXr06Vq5cGatXr4558946qXrMmDExZ86cWLZsWcmDDva8EVHV5waAWrRi8UKRiNSsmzTPxrs61tramvYIAAAAZIxWRT2ZuHZJ2iOwDa0KAACAbelU1ButKlu0KoDaMaIr31188cVxxx13xEsvvRR77LFHnH/++bHrrrvGddddFxERl112WZx33nmxfPnyWL58eZx33nnR0dERN910U99jXHfdddHW1hbnnXdeRLy5Se6AAw6IiDc31e25554xa9as2LRpUzz//PNFPW+xzw0A9UYcIi0227Gt1tbWaGlpSXsMAAAAUqRTUc8mrl2il2WIVgUAAIBWRT3TqrJFqwKoDSPafLfXXnvFzTffHJMmTYpXX301HnrooXj/+98fL730UkREfOMb34iddtoprrzyyth9993j4Ycfjvnz58emTZv6HmOfffaJ3t7evo+nTZsWTzzxRN/HX/nKV+IrX/lK3HffffGhD32oqOct9rkBoF4IRKRFmGEwQhEAAEB90qmALNKqAAAA6pNWBWSRVgWQfSPafPepT31q2PtceOGFceGFFw76+a0b6rZ68cUXo6GhoeTnLea5ASDPxCHSZNMdAAAAsJVOBQN5R3EAAABIh1YFA2lVADAyI9p8BwBkj0BEWgQYRsq7NAEAAOSbTgVDc1JTtmhVAAAA+aZVwdC0qmzRqgCyzeY7AKhB4hBpEl0ohVAEAACQP1oVUKu0KgAAgHzRqYBaplUBZJfNdwBQQwQi0mLDHeUkFAEAAOSDVgUj5x3Fs0erAgAAqH06FYyOVpU9WhVANtl8BwA1QCACAAAAIAt0Kiidk5oAAACgdDoVlIdWBQDDs/kOADJKICJLRBbKzbs0AQAA1BatCkqnr2WXVgUAAFA7dCooD60qu7QqgOyx+Q4AMkYgIqtswKPchCIAAIBs06mgdHpa7dCqAAAAsk2rgtJpVbVDqwLIFpvvACAjBCJqgQ14lJtQBAAAkD06FZRGP6tdWhUAAED2aFVQGq2qdmlVANnRmPYAAFDPVixe2HcAAAAj87WvfS2SJOl3rF69esB92traoqOjI5YuXRoHHHDAkI95wAEHxA9+8INYuXJlJEkSp59++qiedzTPDQBp0qmgdOsmzXMyEwDUKZ0KAMpLq4LSaVUAUD423wFAlYlD1LqJa5ekPQI509ramvYIANSwp59+OqZMmdJ3vOc97+n73Nlnnx1nnXVWnHbaaXHYYYfFmjVrYsmSJbHLLrsM+ng777xzrFixIs4999ztnqhUzPOO9rkBIA06FZRm60lMTmTKD60KgNHSqQCgdFoVlEaryh+tCiAbmtIeAADqgShE3kxcu0SkoaxaW1ujpaUl7TEAqEE9PT3R3t6+3c+dccYZ8fWvfz1+9KMfRUTESSedFO3t7fG3f/u3cdVVV233a1pbW/v+B4yLLrpoVM872udubm6OsWPH9n08fvz4fv+X7LJW5JWf7Xz71Q8vSHuEVDTs0Nzv/8JovfYnH4qI7LzTaWNjY7//S2kee+yxmDNnTtpj1D2/i5BX9fyznffvOU+dKmLwVgUA5ea8Kiid87jyzXlVAOmz+Q4AKkgcIs9swKPchCIARmPmzJnR1tYWnZ2d8fDDD8d5550XK1eujBkzZsTUqVPj7rvv7rtvV1dX3H///XHEEUcMeWJRKc8bEaN+7gULFsQFF1ww4Pa2traSZqV6rBV55WebPJr+odPSHoEa9/a0BxjErFmz0h4hNzZs2JD2CPyR30XIKz/b+ZOnThUxeKsCgHJxXhWUxnlb9cV5VQDpsvkOAMpMGAIAgOp4+OGH4+/+7u/iueeei8mTJ8f5558fy5YtiwMPPDCmTJkSETHgXb/b29tj+vTpFXvedevWjfq5Fy5cGJdeemnfx+PHj4+2trbYc889Y+PGjSXNTGVZK/LKz3Y+1OsV7gbTsENzTP/QafHi0m9FsqUr7XGoEVuvcpdljY2NMWvWrHjyySejt7c37XFyw9Xv0uV3EfKqnn+2t37veZS3ThUxeKsCgFI4rwpKZ9MdAFSfzXcAUAbCEPXK1e8oN+/SBMBILF68uO/PTz/9dDz44IPx/PPPx0knnRQPPfRQREQkSdLvaxoaGgbcVs7nXbRoUd/nRvrcXV1d0dU1cBPAxo0b6+5kvFplrcgrP9u1Z9tWZYPZ9iVbuvzdMKy+7lVDm9l6e3ttviujpUuXalUZ4HcR8srPdr7krVNFDN6qAGCknFcF5eEcLZxXBZAem+8AoATiENiAR/kJRQCMVkdHRzz11FMxc+bMuO222yIiYsqUKbFmzZq+++yxxx4D3um7nM8bEX3PV43nBoCtdCooH62LbWlVAIyGTgVAvdOqoHy0KralVQGkozHtAQCg1qxYvLDvAN40ce2StEcgZ1pbW9MeAYAa1NzcHO9+97tj9erVsXLlyli9enXMm/fW/xg1ZsyYmDNnTixbtqxizxsRVX1uAOqbTgXls27SvL4DCmlVAIyUTgVAPdKqoHy0KoaiVQFUnyvfAUCRhCEAAMiWiy++OO6444546aWXYo899ojzzz8/dt1117juuusiIuKyyy6L8847L5YvXx7Lly+P8847Lzo6OuKmm27qe4zrrrsu2tra4rzzzouIN08+OuCAAyLizZOV9txzz5g1a1Zs2rQpnn/++aKet9jnBoDR0qmgfJzABACUg04FQD3TqqB8tCoAyCab7wBgCOIQFG/i2iUCEGXV2toaLS0taY8BQIbttddecfPNN8ekSZPi1VdfjYceeije//73x0svvRQREd/4xjdip512iiuvvDJ23333ePjhh2P+/PmxadOmvsfYZ599ore3t+/jadOmxRNPPNH38Ve+8pX4yle+Evfdd1986EMfKup5i31uABgprQrKR8dipLQqAIaiUwFQj7QqKA+ditHQqgCqqyEikrSHyIrx48fHhg0bYtddd42NGzemPQ4AKRKHYPQEIcpNKAIojd5Ru6xd7bBW5JWf7ezQqsqnYYfmePvcs+KFey6NZEtX2uOQgry2q8bGxjj44IPj8ccf73fSPuWnVVWP30XIq3r+2a7n7z0PrB8AW2lVUB557VRUl1YFMHojaR2ufAcA2xCHoHSugEe5eacmAACgHulUUD5aFeWkVQEAAPVIq4Ly0KkoN60KoDpsvgOg7olDUD4CEQAAAJRGq4Ly0aoAAACgNFoVlIdOBQC1zeY7AOqWOATlIQ5RDd6lCQAAyDOdCspHq6IatCoAACDPtCooH62KatCqACrP5jsA6o5ABKUThkiDUAQAAOSNTgXlo1dRbVoVAACQN1oVlI9WRbVpVQCVZfMdAHVBHILyEIZIm1AEAADUOp0KykerIm1aFQAAUOu0KigfrYq0aVUAlWPzHQC5JhBB6YQhAAAAKJ1OBeWhVQEAAEDptCooD60KAOqDzXcA5I44BKUThsgy79IEAADUEq0KSqdVkWVaFQAAUEu0KiidVkWWaVUAlWHzHQC5IQ5BaYQhaolQBAAAZJ1WBaXRqqglWhUAAJB1WhWMnk5FrdGqAMrP5jsAap44BKURiKhVQhEAAJA1OhWUTquiVmlVAABA1mhVUBqdilqmVQGUl813ANQkcQhKJxABAABAeWhVUBqdCgAAAMpHq4LSaFUAQCGb7wCoKeIQlEYcIm+8SxMAAJAmrQpKo1WRN1oVAACQFp0KSqdVkTdaFUD52HwHQE0QiKA04hB5JhQBAADVplXB6OlU5J1WBQAAVJNOBaXRqsg7rQqgPGy+AyCzxCEonUBEvRCKAACAStOqoDQ6FfVEqwIAACpJp4LSaVXUE60KoHQ23wGQKeIQlE4cAgAAgPLRq6A0WhUAAACUh04FpdGpAIDRsvkOgNQJQ1AeAhH1zrs0AQAA5aJXQem0KuqdVgUAAJSLVgWl0alAqwIolc13AKRGGILSiUPQn1AEAACUQq+C0mhV0J9WBQAAlEKrgtHTqWAgrQpg9Gy+A6CqRCEoD4EIBicUAQAAI6FXQem0KhicVgUAABRLp4LS6VQwNK0KYHRsvgOg4oQhKB+BCAAAAEqnV0HpdCoAAAAonU4F5aFVAQCVZPMdABUjDkF5iEMwct6lCQAAKKRVQXloVTByWhUAALAtnQrKR6uCkdOqAEbO5jsAykocgvIRh6A0QhEAAKBVQXnoVFA6rQoAAOqbTgXlo1VB6bQqgJGx+Q6AshCIoHwEIigfoQgAAOqTVgXloVMBAABAaXQqKB+tCgBIi813AIyaOATlIw4BAABAabQqKB+tCirDG0UBAED90KqgfLQqqAytCqB4Nt8BMGLiEJSPOASVJxQBAEC+aVVQPloVVJ5WBQAA+aZVQfloVVB5WhVAcWy+A6Bo4hCUhzAE1ScUAQBAvuhUUD5aFQAAAJRGq4Ly0aoAgCyy+Q6AIYlDUD7iEAAAAJRGqwIgD7xRFAAA5INWBUAeaFUAw7P5DoDtEoegPGy4g+wQigAAoHZpVVA5E9cu0bAgBVoVAADUJp0KKkurgnRoVQBDs/kOgH4EIiidAATZJRQBAEBt0aqgOpzUBAAAAEPTqaB6tCoAIGtsvgNAHIIyEX2gNtiABwAA2aZVQTqc1ATVp1MBAEC26VSQHq0Kqk+rAhiczXcAdUwggtKJPAAAAFAeWhUA9chJTQAAkD06FQD1SqsC2D6b7wDqjDgEpbPhDmqfUAQAANmgVUG2eEdxSIdWBQAA2aBVQbZoVZAOrQpgIJvvAOqEOASlEXIgf4QiAABIj1YF2eWkJgAAAOqNVgXZpVUBAFlg8x1AzolDUBrxBgAAAMpDp4La4aQmqD5vFAUAANWlVUHt0Kqg+rQqgP5svgPIIXEISifYQH0QigAAoPK0KqgtuhikR6sCAIDK06qgtmhVkB6tCuAtNt8B5Ig4BKURa6A+CUUAAFAZWhXUDl0MskOrAgCAytCqoHZoVZAdWhXAm2y+A8gBcQhKI9gAAABA+WhVUDt0MQAAAPJOq4LaoVUBAFll8x1AjRKGoHSCDbCVd2kCAIDSaFVQOzQxyD6tCgAASqNVQe3QqiD7tCoAm+8AaoowBKUTbIDBCEUAADByehXUBk0Mao9WBQAAI6dVQW3QqqD2aFVAvbP5DiDjRCEoD9EGKIZQBAAAw9OroDboYVD7tCoAABieVgW1QauC2qdVAfXM5juAjBKGoHSiDQAAAJSPXgXZp4cBAABQL7QqyD6tCgDIC5vvADJEFAKA9HmXJgAA6O9XP7wgki1daY8BDMGJTJBfWhUAALzFuVVQG7QqyC+tCqhXNt8BpEwUgsqZuHaJmAOMilAEAEA929qrGnZoTnkSYDjaF9QHrQoAgHrm3CqoDToV1A+tCqhHNt8BpEQYguqwAQ8YLaEIAIB6olVBbdG7oP5oVQAA1BOtCmqHTgX1SasC6o3NdwBVJAxBOmzAAwAAgIG0Kqgt+hYAAAB5plVB7dCpAIB6Y/MdQBWIQwBQm7xLEwAAeaRVQW3Z4egFb/6h1UlNUO9WLF4Y+279dwIAAOSEVgW1Q6cCtqVVAfXE5juAChGGIFtc/Q4YLRvwAADIA60KassO2zlh4W0tLfFqa2sK0wBpmrh2Sb+PndQEAEAeaFVQWwpblU4F9UurAuqVzXcAZSYOQXbZgAeMlg14AADUKq0Kasv2Nt1ty4lNUB8KT2Iq5KQmAABqlVYFtWWoVqVTQf3QqgBsvgMoG3EIaoMNeAAAAOSdTgW1ZbgNd4Wc2AT5NNxJTAAAUKu0KqgtI2lVOhXkk04FMJDNdwAlEIcAoH64+h0AAFmnVQFA7Zm105u9aVWM7L/j3lEcAICs06oAoLaMtlNFaFVA/jWmPQBALVqxeKFABDXMO7MAo9XqHdsAAMggrQpq25ZRvH7f5s1hoKbN2qml79hq771HfnKS//4DAJBFWhXUtpG2Kp0Kal85OlWEVgXkm813ACMgDkF+2IAHjJYNeAAAZIVWBflhAx7Uh8ITmQrZgAcAQC3TqiA/bMCD+jBUq7IBD6C/prQHAMg6vwhCfk1cuyTWTZqX9hgAAABQNK0K8mvL4oWxw9EjO6HhbS0t8ao3iYFMG2qzHQAA1DqtCvJrpK1Kp4LaoFUBjI7NdwCDEIcAgMG0trZGi3duAwCgirQqoJCTmSCf9t57QaxaNcL/7t9ybcRff6YS4wAAwHZpVcC2dCrIp1F1qgitCsglm+8AtiEMQf1x9TtgtGzAAwCgGvQqqC/DvaO4E5mg9jz5RuuI31G82BOb9t0w9a0PnNQEAECF6VRQf7QqyJ+RtqqRbMDTqoA8a0x7AIAsWLF4oUAEdWzi2iVpjwDUqFYhGQCACtGroH5t2c5r/9XWViczQQ178o3yvn733TC1/8lMW91ybVmfBwAAInQqqHdaFeRPOVvV1k6lVQF558p3QF0ThoCtXAEPAACAtGlVwFZbFi/UqiBnyvGu4ts9iQkA+P/Z+/8gue76wPf+SMgiGEvBsmJkDP4hriDY1wjFY1/j4kGYsowCe3e91PNA4s214dlkbyXlKrxO4UUOtXYq18iFa70mS6hdKgmoqMKFcTBbbK6FFRBa7mNb1LAGLG0CxCPsRCspHmQieYWt2NLzh9Kj+dHTp0/3+fk9r1fVlK1RT/cZTffpc97z/X4PUAKdCphNq4L05GlVOhWAyXdAB4lDwHziEDCOycnJmJgYfuAUAADMp1cBs2lVQM8b3rAlztj7+Xxf9MDnIz7woRK2BgCALtCpgPm0KiBixE4VoVUByTD5DugMcQiYTxwCimICHgAAeWlVwHxaFaRv2BXFz7h01h8eGOGBDGoCACAnrQqYTaeCbhimVY3dqSK0KiAJJt8ByROHgPkEIqAMJuABADAMrQqYT6uCbllsUNOcgUyzfeBDpwYo5WVQEwAAQ9CqgNl0Kuiefq2q8E4VoVUBrWfyHZCkycnJ03+Y3lHfhgCNIQ4BAABQF4OYgPm0Kui27/885yJO4wxsAgCAebQqYDadCsjVqnQqoKNMvgOSMWfCHcA/EoiAKrn6HQAAsxnIBMynVQEjt6MRBjZpVQAAzKZVAbPpVEDEiK1qxAl4WhXQZibfAa2XNenu8OpNscrV76BzBCKgLkIRAAAGMgGz6VRAxBiT7kYwufZ/Pf3/WhUAQKfpVMB8WhVQdSvSqoAUmHwHtFLeq9yZgAfdIRABTSAUAQB0k8FMwGw6FRBR8GCmjFXFZw9kmvN5rQoAoHN0KmA+rQpoQqeK0KqAdjL5DmiVvJPuZjMBD9IlDgEAAFAHg5iA+XQqIKLk1cP7DGwaNJgJAIDu0KqA+bQqQKcCKIbJd0DjjTPhDkibQAQ0mVWaAADSZBAT0I9OBUSUPJhptg98KPfvz7QqAIA0aVVAP1oV0OROFaFVAe1j8h3QWGVMunP1O2g/cQhoE6EIACANBjEBi9GqgCrbz/9Y5P+HpVUBAKRBqwL60amAiOpa1bidKkKrAtrF5DugUaq4yp0JeNA+4hDQZkIRAEA7zelUWhIwj14F1DGQabbXTUzE/7CqOABAZ2hVwGJ0KiCimlZVdKeK0KqA9jD5DmiEKibdzWYCHrSDOAQAAEDVqu5UQHtoVUCdg5j6GWdgEwAA7aBVAf3oVEBEs1qVTgWkzuQ7oDbiENCPOASkaGr71li7eUvdmwEAwACDWpWFnKC7tCqgKi8/ceq/hzbk+7pRBjZZURwAoNmyxlRpVdBNOhVQpVFa1agT8LQqoA1MvgMq15RJd0IUNIc4BKRq9rGGCXgAAM00bKvSkqA7tCpgMWUMBOoNZOp57RP5J+CNwqAmAIDmyTOmSquCbtCpgEGK7jvzO1WEVgXQY/IdUJmmTLqbTYiC+ohDQMoWO74wAQ8AoBlG7VRaEqRJpwLyKGogUL/BTD15BzVZVRwAoL3GGU+lVUGatCogjyL6zqBOFZGvVY3aqSK0KqDZTL4DStXECXfzCVFQLYEISJXjCQCA5mtDqwKqo1MBoxp1IFDWQKZxjDOwCQCA6ulUwHxaFTCqUVqVTgWQj8l3QCkEImA+gQhIVd5Jd65+BwBQraI71bALOX3xPaeP+W74+tZCtwEY33PnXBNx4kTdmwF0xJMjfE3eq99FjDawyYriAADVqqNV6VTQbMZUAVUapVNF5G9Vo07A06qApjL5DihUWyfdufodlEMcAlI2zrGDCXgAAOUrs1Mt1pJmD2Sa/3kDm6B+h1dviqVLl8ZFdW8IkISsgUD9BjL99w0Rl+RYVTzPoKZxVhM3qAkAoHxVtyqdCprPuCqgSHlbVd5OFTF8qxr3qndaFdBEJt8BY2vrhLv5TMCD4ohDQKqKPFYwAQ8AoHhVdqrDqzfF9suH/8WfgU1QD50KKFO/gUBZq4ePMrBpMeMOZJrNoCYAgOI1tVXpVFAfrQooU95WVWSnitCqgLQtrXsDgPaanJxMZuJdj5NbGM/h1Zu8joAkrZreYZI+AECDtaVTLbbiOADQXpOTk/FkxMzHMP77kFezizi1ovh8/2NystDBTAAAFKsNrUqnAoA05W1VeTpVhFYFdFeuyXd33HFHnDx5cs7HgQMHFtxm//79cezYsdi5c2dccsklA+/zkksuiQcffDD27dsXJ0+ejI985CMLbvOxj30svvOd78SRI0fi0KFD8dBDD8Wb3vSmObf53Oc+t2DbHnvssTzfHjCEXhxqeiAahUH1MJrehDuT7oDU9I4Nyjw+mNpuRUkAgHHU3ak2fze9Rgap0XyBFLz2idODmMocyKRVAQCMrgljqrQqaD6tCkiBVgV0Ue4r3+3ZsyfWrFkz83HZZZfN/N1tt90Wt956a9x8881xxRVXxMGDB2PHjh1x1llnLXp/Z555ZkxNTcXHPvaxBRP5ejZu3Bh/9Ed/FFdddVVs2rQpli1bFo888kiceeaZc2738MMPz9m29773vXm/PWARdcehMpl0B6Mx4Q5IVdXHBkIRAEB+TWpVeQc1WVUcqqf/AmV7cYTjkmFWFX/i5cmZjzLN7mFaFQBAPk3qVBH5WpVOBfXQqoCy5W1Vw179TqsCumxZ3i946aWX4tChQ33/7pZbbom77rorHnrooYiIuOmmm+LQoUNxww03xGc/+9m+XzP75PPuu+/ue5tf/dVfnfPnD3/4w/Hss8/G5ZdfHt/+9rdnPv/iiy8uum39LF++PF75ylfO/HnFihVDfy10RZPiUNGcxEJ+JtsBqar7uGBq+9ZYu9kvtwAABmlyp9r83cnYfvnE0Lf/4nu2xA1f98tCqNKq6R3aFlCqFycn45UTwx8PRJwa2HTJE3M/V/bgpdkWa2JaFQDAYE3uVBH5WpVOBfXQqoCy5W1V/TpVRHWtatDYLa0KaILck+/WrVsX+/fvjxdffDF2794dt99+e+zbty8uvvjiOO+88+KRRx6Zue3x48dj165dcfXVVy86+W4Uv/iLvxgREYcPH57z+Xe9611x6NCh+NnPfha7du2K3/u934tnn3120fvZsmVL3HnnnYVtF6Si6YFoHHUPrIe2EnuAVDk2AABovlRblYFNAJCeUSfgjXLlvHFoYgAAo9GpAIA2GWUCnk4F0F+uyXe7d++OG2+8MX70ox/Fa1/72vj4xz8ejz76aFx66aWxZs2aiIgFV547dOhQXHjhhcVtcUTce++98e1vfzv27t0787mHH344vvzlL8fTTz8dF198cfzBH/xBfPOb34zLL788jh8/3vd+tm7dGvfee+/Mn1esWBH79+8vdFuhTVINRBEOzmBUJt0BKWrqcYFVmgAATmtjpxp2RXEDmaA+q6Z3xM/OfU/dmwEwo8rBTHmbmFYFAHBaqq1Kp4J6ufod0CRN7lQRWhVQv1yT77Zv3z7z/3v27InHHnssnnrqqbjpppvi8ccfj4iIkydPzvmaJUuWLPjcOD796U/HW9/61njHO94x5/MPPPDAzP/v3bs3Jicn4+mnn473ve998dBDD/W9r+PHjy86MQ+6pI2BaFhNHVwPTSbqAKlqw3GBUAQAdF3bO9Vig5oMZILmOPunOyNiQ92bASQsa0XxqlcPv/x/ntqWfZH/eESrAgC6LsVWpVNBs5iAB5StSa1qnE4VoVUB9co1+W6+Y8eOxZNPPhnr1q2Lr371qxERsWbNmjh48ODMbc4999wFV8Mb1R/+4R/GP/2n/zTe+c53Zl6h7uDBg/H000/HunXrCnlsSE3b41CWNgyuh6YRcoAUtfGYQCgCALomtU61+buTrTwOBQCK029QUx0DmWa7+FVbYt/PTcADAMiiVQFVMwEPKFvTWtWonSpCqwLqM9bku+XLl8db3vKW+Pa3vx379u2LAwcOxKZNm+J73/teREScccYZsXHjxvg3/+bfjL2h/+E//If45//8n8e73vWu+MlPfpJ5+1WrVsUb3vCGOHDgwNiPDalILQ7NJxTBaMQbIDWOCQAA2iH1VgU003PnXBMX1b0RQCdUfYW7iP6T7mYbZ2ATAEDqtCqgDsZtAVVpWqvSqYC2yTX57p577omvfe1r8cwzz8S5554bH//4x2PlypWxbdu2iIi477774vbbb48f//jH8eMf/zhuv/32OHbsWHzxi1+cuY9t27bF/v374/bbb4+IUxP0Lrnkkog4NZnv/PPPj/Xr18fzzz8fTz31VERE/NEf/VHccMMN8c/+2T+Lo0ePxmtf+9qIiPj7v//7eOGFF+LVr3513HnnnfFnf/ZnceDAgbjoooviE5/4RExPT8dDDz00/r8StJgwBPQj3AApSmnSnVWaAICUdaFXHV69KanjU2i72S1saY3bAVCGrAl3840ysEmrAgBSplUBVTNuC0hZnlY16gQ8rQqoQ67Jd69//evj/vvvj9WrV8ezzz4bjz/+eFx11VXxzDPPRETEJz/5yXjVq14Vn/nMZ+Lss8+O3bt3x3XXXRfPP//8zH1ccMEFceLEiZk/v+51r5u5Ul5ExEc/+tH46Ec/Gt/61rfimmuuiYiI3/md34mIiF27ds3Zng996EOxbdu2ePnll+Oyyy6LG2+8MV7zmtfEgQMHYufOnfHBD35wzmNDl3QhDM0nFEE28QZIUarv/0IRAJCarvUqrQrqp4UBqZpzjPGqah5TqwIAUqNVAVXTqoBUaVVAFyyJiJN1b0RTrFixIo4cORIrV66Mo0eP1r05kFvXotBihCKYS7gBUtSl93uhCBiX3tFefnbt4WfVn1bV/uPWJa9YHhdde2v85C/ujZMvH697c2AoWS1s6dKlsWHDhnjiiSfmLBYJbee5nb5BxxUXvyp/PxplVfGIaluV42xS1eXndpe/9xT4+dF2WlX7WxW0kXFbQKqKbFWjdqoI46qA8eRpHbmufAc0jzC0kJWaACBd3uMBAJpNq5pLp4LqGMgEpGjY44h9P9+ae1DTxa/aMtbAJgCANtCq5tKqoDpaFZCaPMcQeVuVTgW0wdK6NwAYzeTkpEAEDEU4BVKwanpHZ/dnU9vFJQCg2XqdSqvqzyALKNfh1Zu8zoDkjNLCRhmgNMoV87QqAKDptKrBnENDubQqIDWjjtnK26pG6VQRWhVQHVe+gxYRhYZnpSaYa9X0DmEHaB3v5adNbd8aazePFpkAAMqgUwF107qA1FTdwsZZTVyrAgCaRqsC6qZVAampslWNe9U7rQqogsl30AIC0WhMwIO5TMAD2sL7d39CEQDQBDrVaHQqKIa2BaSoyGOEfT/fOnCV8HEHMs2mVQEATaBVjUargmJoVUCKtCqA/ky+g4YSh4ohFgFAO3i/BgBoNq1qfDoVANBT5jFBv0FNRQ5kAgBoAq1qfFoVANCjVQFkM/kOGkYcapfe6jViFG3h6ncA7WaVJgCgaloV0CTaFtB2Vf0+qaoBTFoVAFA1rQpoEq0KaDutCmB4S+veAOCUyclJgagkZZzgHl69ac79tvkkev73QvpMFgWayHvR8Ka2W/0JAChXr1NpVcVz3Avj07aANlo1vSPZ/ZdWBQCUTasqj1YF40v1XA9Im1YFkJ/Jd1Ajcag6RcSi3iS1xe6rTUGq3/fSpu1nfKmeOAHt5r1oeEIRwCl33HFHnDx5cs7HgQMHFtxm//79cezYsdi5c2dccsklA+/zkksuiQcffDD27dsXJ0+ejI985CMLbvOxj30svvOd78SRI0fi0KFD8dBDD8Wb3vSmObf53Oc+t2DbHnvssfG/aSiRTlUNx70wPm0LaIuUBzLNplUB6FRQBq2qGloVjK8L531AGrQqgNGZfAc1EIfqMWosynNluCYHqazJg73bAECdvBcBkNeePXtizZo1Mx+XXXbZzN/ddtttceutt8bNN98cV1xxRRw8eDB27NgRZ5111qL3d+aZZ8bU1FR87GMfWzBAqmfjxo3xR3/0R3HVVVfFpk2bYtmyZfHII4/EmWeeOed2Dz/88Jxte+9731vMNw0F06qq57gXANLVG8TUhYFMAMylU8H4LGReD60KANKlVQEUY1ndGwBdIgy1SyphKe/3cXj1JgfZHbFqekcyz3OALpravjXWbt5S92YA1O6ll16KQ4cO9f27W265Je6666546KGHIiLipptuikOHDsUNN9wQn/3sZ/t+zeyBHXfffXff2/zqr/7qnD9/+MMfjmeffTYuv/zy+Pa3vz3z+RdffHHRbetn+fLl8cpXvnLmzytWrJjzX5qrrT+rXbt21b0JnbbkFcvr3oRMvW1sw7bSPec8tyueO+ea3F+3dOnSOf+FVHhu12/jxo0REfGDr9xZ74bUZN+Ofxdvff+dhd5nW4+zIUuXn9upf88pdaqIxVsVlMGYKqDtjMMCmmZiYiIiunsVOOOqgKKZfAclE4eaJWtiWREnwE2YvOZEnmEJP0ATNeG9tC2EIoCIdevWxf79++PFF1+M3bt3x+233x779u2Liy++OM4777x45JFHZm57/Pjx2LVrV1x99dWLDmoaxS/+4i9GRMThw4fnfP5d73pXHDp0KH72s5/Frl274vd+7/fi2WefXfR+tmzZEnfeeeeCz+/fv7+wbaVcflbks6HuDRjahdfcXPcmQF8XjfG169evL2ozoFE8t+tz5MiRujehdkeO3FrK/TrOJlWe2+lJqVNFLN6qoCjGVDWL39HC+IzDAurWm3A329rNW0zAAyjAkog4WfdGNMWKFSviyJEjsXLlyjh69Gjdm0PLCUTNNj8WlXHSW3WQKvp7ENS6RfgBmsh70fCEImCQlHvH5s2b48wzz4wf/ehH8drXvjY+/vGPxy//8i/HpZdeGm9+85vj0Ucfjde97nVx4MCBma/5T//pP8WFF14Ymzdvzrz/ffv2xX333Ref+tSnBt7uP//n/xxnn312vPOd75z53Ac+8IF4/vnn4+mnn46LL744/uAP/iCWLVsWl19+eRw/frzv/fRbTXz//v1x/vnnJ/ezS00bflauctdcZ/90Z92bsKglr1geF15zczy989Nx8uX++y5ogjxXwFu6dGmsX78+vv/978eJEydK3Cqolud2tXpXuRukq1fAi4jCroDXhuNsGEWXn9u9712nOqXJnSpi8VaV4s+PahlT1Wx+RwvjMw4LqFq/SXfzdXUCXoRxVcDi8oypcuU7KJA41B5VnOBWsSJUmd+HFa0AqJv3IgCybN++feb/9+zZE4899lg89dRTcdNNN8Xjjz8eEREnT85dd2rJkiULPjeOT3/60/HWt7413vGOd8z5/AMPPDDz/3v37o3Jycl4+umn433ve1889NBDfe/r+PHjfQc8HT161ICmlmjaz2p2qzIIv7l+evbGxh/3nnz5uMl3NNJMHx1hH3fixAn7RpLkuV2eYQYxzXbxpt/t7KCmoo+Jm3acDUXx3E5Lap0qYvFWBaMyrqod/I4WRmfSHVClvK2qy1fAAyjC0ro3AFIwOTkpEFGpw6s3VTaBkG4QTgHazbEowCnHjh2LJ598MtatWxcHDx6MiIg1a9bMuc25554bhw4dKuTx/vAP/zD+6T/9p3HNNdfE/v37B9724MGD8fTTT8e6desKeWwYRKsCUldVHwWIODWQKe9gpq4zkAtAp4LZtCogZb1OpVUBVdGq8tOqgCKYfAdjEIfIUvRJtRN1ymQCHtBE3vcGm31s4LgUIGL58uXxlre8JQ4cOBD79u2LAwcOxKZNp99LzjjjjNi4cWM8+uijYz/Wf/gP/yHe//73x7vf/e74yU9+knn7VatWxRve8IY4cODA2I8N/fQ6lWOCdnLcC8PRR4EqFTGQae3mLQVtTfsY1AR0nU5F12lV7ebcG7LpVEDVtKrxaFXAuEy+g5zEIfIq4iS7zpN1kaBbTMADmsh70UKLHRs4RgW65p577ol3vvOdcdFFF8WVV14ZDz74YKxcuTK2bdsWERH33Xdf3H777XH99dfHpZdeGp///Ofj2LFj8cUvfnHmPrZt2xaf+MQnZv58xhlnxPr162P9+vWxfPnyOP/882P9+vXxxje+ceY2f/RHfxS/8Ru/ETfccEMcPXo0Xvva18ZrX/va+IVf+IWIiHj1q18d99xzT1x11VVx4YUXxsaNG+NrX/taTE9Px0MPPVTRvw5doVOlw3Ev9Gf1cKBqRa8eblATQDfoVHCKVpUO5+GwkE4F1EGrKo5WBYxjWd0bAG0hDDGOw6s35Z7U1KST9FG2n/Zp0nMOYD7vRafYVwPM9frXvz7uv//+WL16dTz77LPx+OOPx1VXXRXPPPNMRER88pOfjFe96lXxmc98Js4+++zYvXt3XHfddfH888/P3McFF1wQJ06cmPnz6173uvje97438+ePfvSj8dGPfjS+9a1vxTXXXBMREb/zO78TERG7du2asz0f+tCHYtu2bfHyyy/HZZddFjfeeGO85jWviQMHDsTOnTvjgx/84JzHhnFoVWly3AunOf8BqlTkAKZ+1m7eYnAPQOJ0KrpMp0qXVgWn6FRA1bQqgOZZEhEn696IplixYkUcOXIkVq5cGUePHq17c2gIgYiiDBujmnyyLqilqcnPOYDZuvo+NMp+uuwIB7SL3tFefnbtUeXPSqtKX57j3t6xYlnHyktesTwuuvbW+Mlf3BsnXz5eymPAbFV0qqVLl8aGDRviiSeemDOwGdrOc3s0VTQUA5lGX1HdORGp6vJzu8vfewr8/JhPp+qGvOOduvo7XdJkTBVQNa2qGl2++h8wV57W4cp30Ic4RBmyVoNysk6VPN+ANurayorj7KsnJydNwAOAhGhV3TJKQ+rasTLp0aqAqpXdTQximmtq+1aDmgAgETpV9+RtVToVKdCqgCqZcFc9rQoYhcl38I/EIarQLzC16WRdIGu/Nj3fAPrpwntRUftqE/AAoP30qu4apSF14ViZtOhUQB1MuquPQU0A0G46VbflbVU6FW2kVQFVM+muXloVkJfJd3SaMEQd2n6iLpC1U9ufdwCzpfpeZF8NAEToVZw2yvFhqsfKADAOE+4AAEanVdGTt1XpVACwkAl3AO1l8h2dJAzBeASydjCJA0hRau8/Ze+rXf0OANpDr6JqvdU8/RKWuqya3qFfAaWZ+ImBTE2kVQFAe2hVVE2rom5aFVCWKjpVhPfQUWhVQB4m39EZohAUI7VJDykSgoAUpfb+U+W+WigCgObSqyhD1qJJvYFMs/9cxi9k12++eOb/v799X+H3TxoMagKKtOhApgcj4v9d3OMYyJTf7H29VgUAzaRTUYa8nar3Oa2KumhVQFGq6lQRWtUotCpgFCbfkTRhCIqT2qSH1Ag/QIpSe++pc18tFAFAc+hVVKHfwKZ+g5lm/10Rv5ydPYhp/ucNamIxBjUBo8q1angBA5sMZMpvsf27VgUAzaBTUYW8nar391oVddGqgFEN3aoKmoCnVeUzaN+uVQHDMPmOJIlDUIzUJj0A0A4pvf+I8gBAhFZFPQ6v3pTrF4WjDmpabBBTv9sZ1ARArUYY2GQQ02g0MQBoLp2KOuTtVBGjtaphO1XvtloVALUZcQKeVpWfTgUUxeQ7kiEOQXFSmvTQFVZdAlKQ0vtPE/fJVmkCgGppVdSpimPr08e8fz301xjUxGK0LWAUkxdN5rv6XQ4GMuWXdz+uVQFAdXQq6tTUThWhVbE4rQoYhVbVHKPsw7UqIIvJd7SeQATFSWnSQxcJP0AbpfTe04Z9sFAEAOXTqqhLv2Prqe1bY+3mLUPfR9aK4v2OeXdO/i9xzUS+gU3Qj7YFjCL3oKaMVcUNZMpv5T8eaxyeNKgJAJpGp6JO81tV3k4Vkb9V6VQUSasCRpGrVelUhRunU0VoVcBgSyLiZN0b0RQrVqyII0eOxMqVK+Po0aN1bw4DiENQnJQmPXCK8AO0QSrvP23d5wpF0C16R3v52bXHf/tv/y02bNgQTzzxRJw4caLuzaFjhjm2zjuwqfcL3SWvWB4XXXvrUM/tPAObrCjOIGWfZy1dutQ+myR1/bmde1XxeQObDGbKZ+UixxY/GfF3uIu1KudEpKrLz+0uf+8p8PNrD+OqqFNWq8rbqSIWHq9ntYO8E/C0KgZp65gAoF65WpVONbZ+rWrUThVhXBV0SZ7W4cp3tIo4BMVJZdIDAO2RynuPuA4A9GhV1CXvsfUoV8CbnJyMpUuXxkVDfk2elcXXb77YoCYWcK4FVOrBiKmzDGTKa7FJdz0XTUyMNbAJABiPVkVd8rSqUa+Al+f5nfcKeFoV/WhVQGV0qpENalU6FVA0k+9oBXEIipHKpAcGWzW9QwACYKDJyUmrNAHAiHQqUlfVc9ygJnp0LKAIkxdNDrWiuIFM+WVNuJtvlIFNWhUAjE6rInVaFVXSqYCiDNOqdKrR5GlVo07A06qAfky+o7HEIYDRmYAHNNHh1ZuSmAieyj5WKAKAfLQqmmSUY+usVcWLeI4Ps6r4x+Lw2I9DGlI4rwKaZbFBTQYyjWbthaeOG6YrejytCgDy0apokrytqimdKkKr4hSdCihDv1alU41OqwLqtiQiTta9EU2xYsWKOHLkSKxcuTKOHj1a9+Z0ljgE5Uph0gPDE4eAJkrlvSiVfaxQBOnTO9rLz64ZhmlVS5cujQ0bNsQTTzwRJ06cqGCr4JRRjq3nD2wa9Bwf9bk9f2DToEFMv77974e+X9qvCedR9tmkynP7tFTaU116A5lmm35L/vsZZVXxiLmtyjkRqeryc7vL33sK/PzqZ0wVTZf3WDxPpxpVvwl4WhURzehUQDdoVaPr16ki8reqUTtVhHFVkLo8rcOV72gMgQiqkcpVhwBoL+9FzWKlJgDoT6uiDUa9Al7ZA0t2Tv4v8fWJ7wx12/s3/6JBTQDQAIsNZoqIWP2X+Qc1XTQxMdbAJgDgNJ2KthjlCnhN6lQRWhUANMGgThWRv1XpVEARlta9AXTb5OTkzAdQHSv3dIfJLQDlSWkf63gcAE7Rqkjd4dWbGtmF7t/8i3VvAhVJ6TwKaK4mvtc11doLt8x8ZFn9l/nv/6IRFnxyLA4Ap+hUpK6pnSpCq+oKnQqoSlPf75omT6eKyN+qRulUEVoVcJor31ELb0QA1Vk1vcMJHNA4qVz9zj4WANKgVdFmWcfWdR2vvmfyylyritMdzqOAKqTSnsqwbfOrTv9hhAl1wxpnNfHJycmYGHFAFAC0nU5F2zWxVelULEanAqqiVfXXhk4VoVUBp7jyHZWxIhM0i3DQLU7cgCbyXtQsjtMB6BqtipT0O7Zuwurh75m8cujbWlG8W7QqoAp1vw82ybbNr5r5mO2Ot9yX636yVhT/yeTkzMe4HKcD0DU6FSlpYqvK06kitKou0amAqmhVpxTVqSKGb1VFcKwOuPIdpfNmA81lNQ0A6pbCe1FKq+FZqQmALtCqSFUKx6T3b/7F+PXtf1/3ZgBA680fvDTIHW+5L37/L28Z+var/zJi+i1zP1fUICYA6CKtilRpVQBAz7CtKm+nitCqgOq48h2lsSITtEMKsYvhtH1yC0CTpbSPdQwPQIpc5Q7qY1VxFpPSeRTQXH4HMpxRroBX5FXuFrNr167S7hsA6qRVQT3ydqoIraordCqgKlpVtlGvgFdFq3L8Dt1m8h2FEocAmk0sApoolbCU0j7W8TwAqdCpoBmGHdj069v/3mriHZPSeRTQXKm0pzxu2v7z0u578n9OxuT/dIwNAKPQqqB+eSbgaVXdolMBVdGqilV1q3I8D91l8h2FEIeg3bp4MN9lYhHQRN6LAIAiaVXQLgYydZtWBVShi+0p76CmrFXF65x05wp4ALSZhcyhXXqdSqvqJp0KqIpWNdiwnaquVuXYHrrJ5DvGIg5BOrp4MN9Fh1dv8rMGGiuF/VNKMd5xPgBtpFVBc/VbVdxAJrQqgGbpN7DJle4AYDQ6FTSXTkU/OhVAs+hUQNMsq3sDaB9hCNJ1ePWmpCYNcIowBFCtVdM7ktn3Tk5OxsTERN2bAQADaVXQHu+ZvFJ7IpnzJaB9uvg7kJu2/zy2bX5Vrq+54y33xf8++Y6Stmh0OhUAbaBTQXvoVPRoVUBdtKpsTe1UEVoVdJHJdwxFHAJoF2EIaKsuhqWmE4sAaCq9CqBd9CqgCbrYnvIMamrqYKYenQqAptKpANpHqwKaQKtaXNM7VYRWBV1j8h2LEoagm7p4MJ8SYQhG09vveQ01QwrvRSld/S5CLAKgOfQqaL8UjvcZXkrnRQCpasNAptl0KgCaRKuCdtOpukerAmg+rQpoqqV1bwDNMzk5KQ5BxwkN7XJ49aaZDyCfVdM75sR0Yb05UtineT4BQHH0KkhLCsf7ALRXF9+Hbtr+8wWf+98n39G6wUwA0BRaFaSji+cHADRLF9+LtCqgjVz5joiwEhOwkNWdmq2LJ1xQlKx9W2pXLKNeKT2frNQEQNW+98Lp/39pT33bAZRDe+qGlM6JgLTkeR/q7cfa/r510/afJ7NPfukHEcveWvdWANA1WhWkS6fqDq0KaKph34tS6VQRWhXQPibfdZgJdwDtksqJBtQlT3QQXJvBLzmaxwQ8AMo2exATAGlwjg20Ub/9Vltb1drNW2b+f3Ky3fvjty0/3aUMagKgCloVQHq0KqCN5u+32tqpIrQqoL2W1r0BVG9yctLEO2AoQgOQglXTO1obG0jjvSi1559zCQCK9r0XTn8sZtn/avI3pCiF432Gk9p5EZCGxSbYDXp/ast719rNW2Y+ZmvrokpvXb5xzmCmnpd+UMPGAJA8rQq6qS3H+hRDqwKaKG+ratN7V0qt6m3LJ2Y+5tOqIG2ufNcRU9u3zvz/4Rq3A2ifNq+QkRorL8Hwithvec01RwrvRZ5PADDX7FZ1JLYMuOVpy/7XiXhpj0ngkJoUjvcBaK9Rek1T37vmD15azMTERGsWV3rr8o0RcaTuzQCgA7QqIKK5x/oAdEfeVtXk967UWlW/yXZAt7jyXeKmtm+dE4gARmGyQHM09UQJmqLoq9x5zVGklJ5PbYheADTTuK3KquKQJu2pG1I6JwJouyavKj5o9fB+rCgOwDi0KmA+nao7tCqA5mhqq8rbqSK0KkiZyXcJ6oWhxeKQkwZgFOIS0FS9CXdlHeM4dmoG70PNYwIeAMPKalUrv2XhKICucI4NpKKJrarLC7Ia1ARAHloVAD1aFZCCJnaqCK0KSI/JdwnJsxqTkwaA9rIPh1PKnHBHMzU1FuXhOQtAl+RpVXkGNVlRHNKUwvE+w3FeBKPTw5qlie9deQY1NXVF8e8dH23BJ4OaAMiiVQHDauKxPuVxng2j06qao6nvXW1vVaN2qgitClJk8l0C8sQhgHE09QC9i5y00lVlX+Vu0OPSDCm8F6X0fHL1OwDmy1o5fBCDmoAUjvdZ3OHVm2Y+gHzm97CU2kLbNXGf1vZBTRHjDWwCgNm0KmBUTTzWp1haFYym39gtraoZmro/a3ur0qmAHpPvWmqcONTjYAcYRVMP0IG0NWGlpLofn2pUFddTej6ZgAdARD2LQxnUBGnSntJiEBOMZ1ATS6ktUK8mDmqKGG1gkwVrAejRqoAi6Bnp0apgdFljt7QqitLEVjXqBDytCtKyrO4NIJ+id8Krpnc4kQByO7x6U2knS719kpOxbPbhpK6J+wGvu2Yo431o/s+1zPe6FE1OTjYyfgFQvqJb1cpvbY0j79oy8DZv+4XT/28OOEDzOG+G8eTpEVpVMzSxI01t3xprNw8+rv79+MOKtqZ8z/yP0+clw3zvAKRLqwJgNufMMJ68vUOrql8TO1WEVqVVQRpMvmsJM5+Bpin6IN2kh9E4YSVFXvsMo4j3iaz9Z9nvRfbhALRZma2q36Cm2YOYZpuYmHAVVkiQLgR0kf1euzXxvavfwJ7FBjH9+cSj8b7Jq6vYrFx+cHxXbBjw97MHMgHQbVoVUJYmHusDlM1+r92a+t7V9lb1veOT8bbliy9MrlNB+pZExMm6N6IpVqxYEUeOHImVK1fG0aNH696cSifcGfQLjKKIA/Ss/U8TTwKayH6ctmvba91rrjlGee7k/fmV/fxM6fnk6nfQTE3rHQyvaT+7qheHyrMCYN2DmpYuXRobNmyIJ554Ik6cOFHrtkCR6n5ut+1ckdOafJ5T9/MaZitqP3d49SbP7YZo4nvXFza/eujbNm1QU+95/fLelREnTp8TDTOYyYriNFnTzver1OXvPQVN+/lpVUCVmnisz3Ca3KmgaYpsVdSvqe9dbW5VEbFgAt6wk+60KmimPK1jaUXbRA5T27dWHoia+gYLNNuoJ0mHV2+a+SjrMYDmWzW9Y+ajbdq4zcTQ7z1VS+n55JfJAGmqo1XlZQI4pKmJx+8MJ6XzHChD0U3Ma46i/PnEo3VvQl8/OL4rnvkfW2c+htH0cxgARqdVAXXQqdrLOTNk06poqia2qu8dn8zdqSK0KkjBsro3gFOasENdNb3DSSKQW55LVNvHlMc+nDZJJbB43TVD1vtQET+jPO91AJCSunvV1PatVgAEAJJRdls4+6c7I2JDqY9BtiZ2pP9j+//MtaJ4E238yXfi+2fWvRUA1KnuTtXbBq0Kuqlpx/jkZ3wHLFT2vs3rrn5N7FQR7W5VE1OPRUTE1MqaNwSohSvf1awNqzEBZMk6SRr3SkNOwobTxBMlmK2tV7mj+fq9TxR9lbuy34tSem24+h1A+zWpV+XZDiuKQ5p0ofZK6TwHII8mvnf9H9v/59C3bcKK4hNTj8XE1GOx8Sffmfnc2iNn5b6fppzXADC6JnWqCK0KusYYBwDaromdKqK9rapnlE4VoVVB25l8V5OmxaEeJ4vAqMqe+NDUkwBgsF6MTvUYI9Xvq4167zlFT7qb/xhlSun5ZAIeQPv0WlUTe1UeBjVBmnSh9krpPAfGZV/WLW3/edc1qGn+QKb5TMAD6IZUOlWEVgVtlfIYhy7zM4W5qmgXXnfN0PZOFdHMVmUCHnSPyXcVaksccrADjKrsiQ8pnASUzT6cpuhSjO7K90k1PJ8AqFobWlXe7TOoCdKkCwEpqGJfdvZPd5b+GLRTnhXFI6ob1NQbxDRo0t1sow5sAqD52tCpIrQqSFXqCwtzip8vzGUCHnVKoVXpVNAtJt9VoC1xCIA0OGGlTl2N0V38nruqzPBY5lX76uAcCKC52rJA1Gxt2lZgcQYxdZOfN8xlUFN3NLHzDDuo6X2TV8f7Jq8ueWuq43wCoNna1qkivLdAKrSqbvLzhrm0qm5oYqeK0KqAdjH5rkRtjEM9DnSApjLpYTj241RJkKZrinyvKPOKsXWZvT9o6/kQQKra3KrysqI4NMdi54yjnEOmdNzcNZoBKdLEGEbb3rvqGMg0ufbtub9mlFXFu3IuBNAmWhVQB+dyRGhVpMe+jWG0rVNFtKNVjXr1u66cC0FKlkTEybo3oilWrFgRR44ciZUrV8bRo0dHuo/UdoRtfKMFuqGoE8XF9nNtPhG176YqbX6dlMXrr1tGfQ2k+DzJ+rdYu3lLRVsC9FNE76AeWtVCed9TJicnS9qSuZYuXRobNmyIJ554Ik6cOFHJY0IVRn1u5zlWHuX42PloezTx/Mc+m3EM2v/kfb4XvS9b8orlcdG1t8ZP/uLeOPny8ZG2ifI07b3rC5tfPefPTVg5fGLqsQWfW7HsjDjyz//PWPnQf4qjL/3Dgr+fWvl87sfRqWiCLreaLn/vKdCqFmpqqwJOa9qxOPVynkxKiuxUWfdXFK/BZmjie2NbWtUgo3SqCK0K6pandSyraJuSlloYmm3V9A4HO0AjHV69qdRJD+Pcfx3sq6lKm14XdXDsxCCpPTfsDwCaLdVeNbV9a65fQExMTBjUBA03ynlU27pN16R27kO35dnX5N2fVbEv06rap/fzKvu58X9s/5+Ne25Mrn177kFNa4+cNfLAJgCqpVWdolUBVK9p5z4wjmF7QVO7u1bVPlrV8K1Kp4L0mXw3olSjEEDKmnhCOY6mnWwApwhF3THM+0SKz4VR3hvz/vIZgNFpVkATNL2pUKwUz3tgYuVERERMTec7tjIBj8Vk/azn/4zKem6k9FwYdTCTTgVQHZ0KaIIyz7uqmpBAPimd90DPKK3KBDwWk7dTDfM142xLCsaZdKdVQXssrXsD2mZq+9bOxSEnh0BTDXsFu95HKlL7fmgXzz2Ya7HglNq+etX0jpmPUXXtPAqgal1qVnm/z4mJiZK2BBgkz/HwKMeZKR1vt9XaM7fE2jP9Qpi0TKycmBnMFBGxdm15z/Fxz7OHkVqfaLtBHWnY24/6uG15LkyuffvAv59a+fzMxzi6cu4EUJcudaoIrQraoOhj4fnH12041u4CrYrU9DqVVkUZ8naqxb5m1Mduy3Nh2FY1ri6dP0GbLYmIk3VvRFOsWLEijhw5EitXroyjR4/OfN4O7ZQ2vMkB3TT/pK/o/VUTJiHbB9M0TXhdNJ3XLW1X1uvcak1QvcV6B8036GenV+V/T5mcnCxpSyKWLl0aGzZsiCeeeCJOnDhR2uNA1Yp4buc5rhzlPMr5afX6DWKaPLO8fWzR7LPpZ/Ygpn6mpvIdew3an5W131ryiuVx0bW3xk/+4t746dkbS3kM6tHFSeoTU49FRMSKZWfEkX/+f8ZP/uLeOPny8cIfR6eiLl1uNV3+3lOgVQ3WpFYF9Dfu+VjWcbZOVY+2tyqYL6tTReRrVXV0qmEfn3bK+7xJ4TnQa1U9RUy460ergurlaVXLKtqm1hGFFnKpX6Cpyt43VXE59cUeF5qqrtdFmzh2oo28rgGaTa+aa2r71ly/gJiYmDCoCRpulPMo56fVGbRy+MSxCYOaaJ1hBjKNqt/+rKp91XPnXBNhYmlnpdIjJ9e+PVZN74glr1he96YAMIBWNZdWBWnKc4ytU1VLqyIlKXaqVBoFo0vpOdBrVUC3mXzXxw++cmcpK+cB0F5VBbKUTjgAE/Cgn7y/fAZAqyrC9HOn/vuTp+rdDuiiYZqK86bmGjSIaT6DmmiLmX3SyuG/Zu3aLbmvflfVYIzePnTp0qVxUSWPSNWy3ktTex+d+OGnIiJi6pxLSn8snQpgNFrV+LQqqMewY39SO8ZOiVZFakbpVBH5W1XVnYq0aVXl0aqg2ZbWvQG0i1nbAOU4vHpTcicdpM9zFtJT1evaargAFCXrPWX6udODmSIiLnpjeSuHAovrd5zZayFFHIM6PwWyrJreMfPRk3cy3dq1Bj1Qn0HvpamY+OGnZgYzRUSs/el/r+RxdSoAiqRVQfMtdgxdVKtK6RgdKM+4nSpCq6JeWlV5tCpoLpPvyM0EPKCryjgxSO2Eg+7x/M3m2Im2MQEPgLbp954yfyDTbAY1QT1mD2Aqq7FQvKlj+Y7bJ47Zx9Is8wcyzTfKwKam0Z66o+z30rrMH8g021sP/1Ul26BTAVAkrQqab/6xddHH1ykdrzeNVkXbDWpVOhVt08VWZQIedJvJd4zEARLQVUWtxp7aCQfd5rmczbETbeN1DUDbTG3fOjOIabGBTLMZ1ARpchxbDoOaaJt+V7kbJM/ApqauKK490Ta9QUyLDWQCgLbTqgCdqjxaFW2Tp1XlnYDXxFalU9FGeVpVVRPwgOYx+a6Pt77/zro3AYAGGzWQmXAH3SYuwUJWagIYjlYF0AxdbjsGNdEGeSbcjaOJg5oiIs7+6c66NwFaTacCGJ5WBVC/LneqCK2KduhyqzJGCsanVUHzmHzHyBwcAQyn68GLbvAcH8x+gDaq6jkrFgFQlCO7872nWFEc0lT0cWzvfG72/Tq/G2zyzMmYPHOy7s2gQ4oYyDTMquJTU1tnPoDxTL75I7lu/9bDf1XSlsylUwFQJK0KKKMh6VT5aVVUbdxWNWx70qqgOHlbVVVXv9OqoFlMvlvE2s3NWwmgiUzAA7oqK171G5gFqfN8X8h+gLYzAQ+gObSq4RjUBEQUcxybdT7XxXO9rBXFDWSiakWvHt5voJJBTFAeg5oA2k2rGo5WBRTVkAa1qi52qgitiuYpslUt1qLa1KqML6dttCogi8l3AwhFw3GABHRVv3hlog1d5/l/in0BKfFcBmgOrWo4BjUBEaMdx+ZdTKmLx8r9BjUZyESVeoOYyvrd1OwBTG0YxNTP2T/dWfcmwNCaOqgJgOFoVcPRqoBRG1KeVtXFThWhVVG/MlvV/E7VxlZlfDlto1UBgyyrewMAoM26Gq+AhewPYDxT27f6RT0AlfvJU34BDzify2vq2Fb/ZlRu5cQ/DkC2yu9QVk3v8DolOVPnXFLdY+lUANREqwIitKq8tCrqoFUNT6ciVVoVdI8r32WwoxqO1QkAgJ6uBRNXuaMLqnqOTwnTAJm0quFkrSj+k6cmDWaCDsg6ji3ifK5J54Nrn/n9WPvM75f6GM6BqdLKiYmZj56XHAtleu6ca7xOaZVhVhT/wapfrmBL5tKpAIajVQ1HqwKG7VTjnM817VxQqyI1WlV+XqO0UVarmjrnkkon3s08rlYFtTP5bghC0XBMwAMAeroQTgQiusYEPIDm0KqG029Qk4FM0D39jmOLPp+r+9xw/kCmMgY1OQemSvMHMc1nUNNCh1dviufOuabuzYCR9RvUNHXOJbVMupuzDToVwFC0quFoVUCXOlWZraqIiYqQh1aVn9cobbdYq6pj0t2cbdCqoFbL6t6Atli7eYsd1hBcHhgA6Dm8elOSk/Md69Blqb6uAUjXkd1bHb8BlewH6jhWHjRwae0zvx9TF9wx9mPYh1KVQQOY+nlp85ZY5vd2XqMkZfLNH9GdAEieVgV0sVP1/n7cVmX/SZW0qtF4nZISrQqYz+Q7AAAKl9qJpzgE1ZravtVKuQAZLBSVrfdeMjnpWA4o18TfnBqIMfWq8vfLeVYKH3VQk3NgaDavUVI0M6ixgec4OhXAcLSqbFoVUIWmdqre7fO2KufA0Hxep6RIqwL6WVr3BrSJHdVwUhtsDwAMb9X0jqSOBQ6v3iQSwTxVvSb8kh4gm1a10NrNW2Y+eiZyrk4KMIyJv5mY+ehZ+/Py9surfmVLrPqVcvf7zoGp05HJydxf85JjIWi9lRMTc64m0NTXtU4FMBytaiGtCqiKTgXF0qqge3qdSqsCFmPyXU5C0XBSGnQPAAzWm3CX0vu/kAuDmYAH0Bxa1SnzBzHNZ1ATUJT5A5nmK3JgU28g0+zBTD+7/oVc95G1Annv/Nc5ME1gUNNwUmpwdNf8gUyzNfV1rVMBDEerOkWrAqoyqFUVPQFv3E4VMXyrgibQqoajVdF2gzpVRHNf11oVVG9Z3RtAulZN73AiBAAJSy2eOG6BfA6v3pTcfgCAdsk7mGtiYiImR/hFKcCgyXb9rP35lph61ei/9MxaOfxn178Qr/nqLwy/Pc/8fkxdcMeczzkHpqmOTE4OHOjQz0ubt8Syjg008Ds42ijPa7uLr2sA2k+rAqqSp1WN26kiBreqvJ0qQquiXbSq4WhVtI3XNTAKk+9GsHbzFrOFAYDOSm2yjfgD+VW5H5javtVKuQAZtCqA9suacDffKBPwJn/l/8m7WdB4XR7wYFATbdHrSC/VvB1F0KkAhqNVAbRfnlY16gQ8rYoUaVVaFc2WUqeK0Kqgakvr3oC2sqMaTmqD8wGgq1ZN75j5SMXh1ZtEH8iprv2AX9IDZOtiqxrl/WEi5yqGABERk2/IfyWCtT/P3i+v/d4HZj7KNPkr/4/BTLTKkYyrfyzbvnXmA2imfj0572v2pYae4+hUAMPRqoajVQGjyNuqhulUEVoVLEargvYbt1NFaFWAyXdj6WIoGkVKg/QBoGtSnXBn0h0MrymTb8UigGxdbFUGNQFVKWoC3mKDmF7zp0/lvv+fXf/CwL83kIk26zeoySCmheo+V4f5shpS3tfwy++/c7wNKolOBTAcrWo4WhUwiqIm4BXVqobtVFoVbaVVDUeromkGtSoT8IC8ltW9AXSDywkDQHukGEIch0B+Ke4LAEjT1PatuQdzTUxMxGTGSqUA802+YTIm/ibfoMi1P98S8cPhBiu95k+fip/9f9+Y6/5/dv0L8Zqv/sKczxnERBV654xlNpcjk5POTYfgd3DULe/rdNn2rY0dqAQARdCqgKrkbVV5OlVE/lalU1GXKjpVhFY1LK2KuuV5nY7SqV7avMXEW+goV74bUxdXaQIA0tSEK1sVyVXuYDRN3hdYqQkgm1Y1hCP/+AFQssk3TOZehXzUK+BZPZwq9Lsyelnnj00+N20i/1ak6hVfubPuTViUTgUwHK1qCFoVUIFROlXEaFfA06moSlWdqt9jMZh/K1LV5CtealVQPpPvCiAUDcfBFAA0T79BU21nwh3k16Z9gVgEkK2LrSrz/eFILBjINPGmfFevAoiIzEFKvYFMs283ee1zpW3PXz8zGX/9jKsjUK6s88UizyXbcm7aJFoYdRvl+Zc1SKnJA5lm06kAhqNV9aFVAQUZtlXN/FmnIgGD+lHRXUmryk+rom55n3/DdiqtCjD5riBdDEWjcBAKAPVr0ySbYbnKHYymrfsCsQggWxdbVd/3h4yVww1qAkbRb1BT1urheQY2Za0o3hvIZDATZcrbj8Y9t2zr+WmdtDCapKgJeG0ZyDSbTgUwHK3qH2lVQAnytqq8E/CGbVVQpjytqojGpFXlY9wWTVPEBLw2dqoIrQrKlGvy3R133BEnT56c83HgwIEFt9m/f38cO3Ysdu7cGZdccsnA+7zkkkviwQcfjH379sXJkyfjIx/5SN/b/fZv/3ZMTU3Fz3/+85icnIx3vOMdfbcvz2MXrYuhaBQOSAGgHqmFIeEGRpPiBFwA6JnavrXvyuGDGNQEjGL2Fe6yVhif+ZoxJ+AZyERqnJ+ORg+jqUadgNem1cMBIC+tCqhK3lZVxAQ8rYrUaFX56VQ02SgT8HQqYJDcV77bs2dPrFmzZubjsssum/m72267LW699da4+eab44orroiDBw/Gjh074qyzzlr0/s4888yYmpqKj33sYwsm8vV84AMfiPvuuy/uuuuu2LBhQ3z729+Ohx9+ON7whjeM9dgAAKlLMQwJN0CElZoAhmGhKIB2e82fPuUqd9RmlPYy7MrjqbWqKliECppNpwIYjlYF0G5aFXXK20SGbU9aVX46FTSfVgXlyD357qWXXopDhw7NfExPT8/83S233BJ33XVXPPTQQ7F379646aab4swzz4wbbrhh0fubnJyM2267Lb70pS/Fiy++2Pc2t956a/zJn/xJ/Mmf/En81V/9Vfzrf/2v42/+5m/it3/7t8d67OXLl8eKFSvmfIxLKBqOA1UAKE+KYUi4geKk9DoSiwCydbFVTT2a//3BiuJAVYZZVXzy2udmPqBORU3AS7FVVUUPo226/HzVqQCGo1UNR6sCqjBse9KqaIqiJuBpVaPRqWijLj9ntSooXu7Jd+vWrYv9+/fH1NRU3H///XHxxRdHRMTFF18c5513XjzyyCMztz1+/Hjs2rUrrr766pE38IwzzojLL798zv1GRDzyyCMz9zvqY2/ZsiWOHDky87F///6Rt3O2LoaiUThwBYDipBiGTLiD8qT0uhKLALJ1sVUZ1AQ0Wb+BSgYx0VSjTsBLsVVVRROj7br83NWpAIajVQ1HqwKqsFiL0qpoqlEm4GlV49GpaLsuP3+1KihWrsl3u3fvjhtvvDHe8573xG/91m/FmjVr4tFHH41Vq1bFmjVrIiLi0KFDc77m0KFDM383itWrV8eyZcsG3u+oj71169ZYuXLlzMf5558/8nbO18VQNAoHsgAwntTCkMFFUB2vMwBSZ1AT0GSzBzAZxERKdJ3R+bcjJZ7LALCQVgU01fxOpVWRCq1lPP79SInnMlCEXJPvtm/fHl/5yldiz5498Y1vfCPe9773RUTETTfdNHObkydPzvmaJUuWLPjcKIa537yPffz48Th69OicjyKZgDeYAzMAGF2qk+4ARmGlJoBsXe1UeQY1Tf5oMiZ/NFni1gBtcNnERFw2Ue7gxtTO6UlfVrPpt5iSzjMcC1GRoq6/z+lUAMPpaqvKQ6sCdCrob9hWNeztOU2rIkVdf6/TqqA4uSbfzXfs2LF48sknY926dXHw4MGIiAVXmjv33HMXXJEuj+np6XjppZcG3m9Zj005HJgBwGh6J4IpnQw6LoB6pfT6E4sAsnV1UFPWBDwDmYDeQKbZg5mKHtjU75w+pfN70tfv/DGr66R0zlk0TYwUpdaux6FTAQyni61q2E6lVUG3ld2pIhYevzuWp23ytiodZjCtitSkOM5yHFoVFGOsyXfLly+Pt7zlLXHgwIHYt29fHDhwIDZtOv3me8YZZ8TGjRvj0UcfHfkx/uEf/iG++93vzrnfiIhNmzbN3G9Zj12ELoaifqyGAACjS+1E0HEBNEtKr0WxCCBbV1tVv4FNBjIBWauHFzGwKeucPqXzfdI3u+mkdC5ZJf92pCi1fl0UnQpgOF1sVToVsJhBraqoCXiDjt8d19M2WtX4/NuRGp1qcVoVjG9Znhvfc8898bWvfS2eeeaZOPfcc+PjH/94rFy5MrZt2xYREffdd1/cfvvt8eMf/zh+/OMfx+233x7Hjh2LL37xizP3sW3btti/f3/cfvvtEXFqktwll1wSEacm851//vmxfv36eP755+Opp56KiIh77703vvCFL8Tk5GQ89thj8a/+1b+KCy64IP7jf/yPM/c7zGPXZe3mLZ3dYTkoA4DRpXYi6LgAmuvw6k3J7XMAYL6pR7c6JgVyD1S6bGIinpzMNwDSsTWc5nzzFMcgpMbrGgDGo1MBPXla1SidKsLxO/ToVKc5DiElXtdAVXJNvnv9618f999/f6xevTqeffbZePzxx+Oqq66KZ555JiIiPvnJT8arXvWq+MxnPhNnn3127N69O6677rp4/vnnZ+7jggsuiBMnTsz8+XWve11873vfm/nzRz/60fjoRz8a3/rWt+Kaa66JiIgHHnggzjnnnPi3//bfxnnnnRd79uyJ9773vTOPO+xj16lrE/AcmAHAaFI8GXRcAFRpavvWTq6UC5BH1zoVQNOtmt7h3JmkdXVgk9c1oFMBDEerAmgOnYrUdbVTRWhVgFYF41oSESfr3oimWLFiRRw5ciRWrlwZR48eLeUxUo5FDswAYHSphR3HBdBOKe2LxCI4rYreQTnK/tml3KkGKeNYdenSpbFhw4Z44okn5iw8Bm2X6nM779XvIqKSq985l65Gqs/rpkvpfHOQOl/HnttUrYrX9ZJXLI+Lrr01fvIX98bJl4+X/nhl0amYr8utpsvfewq0quI5DwQi8reqKq5+Z/9EyrrSqSK8lumOLr2ui6BVwWl5WsfSiraJf5Tizurw6k0O0ABgBKumd8x8pMJxAbRbSq/fLv6SHiCvFDvVMFI6/gZGM8oApbyDoFI6toYipPya6PWwlL9H6Mdzfng6FcBwutiqdCogIn+rGmVhKcfvcFrqrwetii7yfM9Hq4LRmHzHSBycAQA9jgsgLV7LAHSBgU1AEyfg2TeRulTON2e3sFS+JxiV1wAAjM+5IBDRvAl49k2kLqXzWa0KTvH8B8pm8l0NurhSEwCwUNtP+EQboOms1ASQTacCGM6Tk5MjTdjLy8AmUrRqesfMR5v90mVb4pcuc+wEo+p6T9apAIajVQFk06lgdKl0qgitCsalVWlVkJfJdzVpeyxK4cATAJqgjSdwXT/xhC5I6TUuFgFka3unGpW+BWQNUuoNZBpnMNOwx9ZWJiY1KQ9kevN5+a8uACnLeu+a//7W5fc6nQpgOF1sVSkcNwPjG7ZVjWOY43GditSk1KkitCoYZNhOpVWdolVBPibf1ajtsSiVA1EAqFsbTuDEVeielF7vYhFAtrZ3qlHpW0C/AUtFrx6+2LG1c21SMnsQUyrvr4NWDzeoCebq91426D2uy+99OhXAcLrYqlI5jgbGU1er0qlITWqdKkKrgmHl7VSLfU1XaFUwvGV1bwDttmp6R6ffcAAgdd7nodsOr96UVIwGgH70LaDIwUuLsZ8hVamdMy42gKmfN583ET88UP7+A9oi73ud7gQAC+lUQIRWBeNI7TxTq4LRjPI+p1UBWVz5rmZdXKkJAFioaWHTimZAaqzUBGm644474uTJk3M+Dhw4sOA2+/fvj2PHjsXOnTvjkksuGXifl1xySTz44IOxb9++OHnyZHzkIx/pe7vf/u3fjqmpqfj5z38ek5OT8Y53vKPv9uV57Lp1sVOtXbUl1q7q3vcNnFbF6seprbAMEZ7XQPVSatY6FaRJpype11qVTgVUxTk9qUnxKndAs6XUqSK0KhiWyXcN0PZY5IAVAIpR9wlZ76Sw7u0AmiWlfYJYBGnas2dPrFmzZubjsssum/m72267LW699da4+eab44orroiDBw/Gjh074qyzzlr0/s4888yYmpqKj33sYwsGSPV84AMfiPvuuy/uuuuu2LBhQ3z729+Ohx9+ON7whjeM9dhN0PZONYzeQKbZg5kmTkzUuEVAHeYPxiijc1fxGFC11AcyPftkvvPGN5/nGALGkdWdnjvnmjn/HeZr2kKngjTpVMXrUqvq0amAMvSbnJTy+T3dkHqnitCqoGpZ3Wn+2MpUOlWEVgXDMPmuIdoei1I/gAWAqtRxQmbCHZAlpX2EWATpeemll+LQoUMzH9PT0zN/d8stt8Rdd90VDz30UOzduzduuummOPPMM+OGG25Y9P4mJyfjtttuiy996Uvx4osv9r3NrbfeGn/yJ38Sf/InfxJ/9Vd/Ff/6X//r+Ju/+Zv47d/+7bEeuyna3qkWk7V6uIFN0A2DBmQU1bmreAyoUtdWDzeoCarVrztlNetUWpVOBenRqcrRxValUwFFyTqf78q5PunoWqeK0KqganlbVSqdKkKrgizL6t4A0rFqekdSbyAAkDLv2UBeh1dv6lTABtpj3bp1sX///njxxRdj9+7dcfvtt8e+ffvi4osvjvPOOy8eeeSRmdseP348du3aFVdffXV89rOfHenxzjjjjLj88svj7rvvnvP5Rx55JK6++uqIiJEfe/ny5fHKV75y5s8rVqyY898qLXnF8sofswxvPfvOmf9fEdn/jtfENbFr6a7cj7N06dI5/4VUpPLcPvunO0//IWP/ds5zu+ZcXadJj0ExUnleVymV44I8pv/7v4vVl9459O3f/Lpr4scH8x9DFMlzmzb72bnvmfPn3rN40PP6Z+e+Z+77b0vVcb5H/eo8369b6t9zSp0qYvFWxegGLQw138SJiZhcOlni1gCpyvs7XeM+ofmefXJr/NJlwx9HvPm8ifjhAccRMKq874vGVEE3mHzXIGs3bzFjGAAo9WRMMAU4tVJTqivlQtfs3r07brzxxvjRj34Ur33ta+PjH/94PProo3HppZfGmjVrIiLi0KFDc77m0KFDceGFF478mKtXr45ly5b1vd/eY4762Fu2bIk777xzwef3798/8vZ23ZG4tdLHW79+faWPB1Vp/3N7Q65bX9TYx6BI7X9eVynf8zsd+Y4jNpxX0mbk5LlNihZ/Xrd//3TkSLXnLDSL8/20pNapIhZvVXUwpgoAiDDBZRgm3QHjMKYKFmfyXcO0PRZZBQUAilFkLPLeDBQlpZAtFkEatm/fPvP/e/bsicceeyyeeuqpuOmmm+Lxxx+PiIiTJ0/O+ZolS5Ys+NwohrnfvI+9devWuPfee2f+vGLFiti/f3+cf/75cfTo0bG3eRQ/+MqdtTxukWZf/W5Yea9+t3Tp0li/fn18//vfjxMnTuR+PGiqlJ7bea+MM/bV7wp6jNn36Wp5xUjpeV21FK4wldegq9/VfaW7+Ty3SdEwz+tU9k1vff+ddW8CFWrC+X5det97ilLrVBGLt6q6tH1MVUTE1OGtrn4HlG6U3+kOM+5z9n0ah0KdUhq3kEfW1e9MuoN6pbRvMqYK+jP5roHaHotMwAOAYoxzQua9GCiLWAQ02bFjx+LJJ5+MdevWxVe/+tWIOLW698GDB2duc+655y5Y6TuP6enpeOmll2ZWDe93v73Hy/vYx48fj+PHjy/4/NGjR2sbjHfxpt9tdaeKiPj+9O25BjVFRPzKiV8ZaWDTiRMnDHYnSSk8t3969sZcx7Gv+buv5z63LuoxZt/HySFuz2hSeF5XLe9zPAXP/uD2BYOaTg9kaubzx3ObFA16Xqeyb/r+l2/XqTqozvN9ytf2ThWxeKuqU9vHVEWYgAdUo6gJeIvdhzGi1C2lcQt59JuAZ9IdNEdK+yZjqmChpXVvAGlK5Y0DANrm8OpNAidQOvsZoKmWL18eb3nLW+LAgQOxb9++OHDgQGzadHqfdcYZZ8TGjRvj0UcfHfkx/uEf/iG++93vzrnfiIhNmzbN3G9Zj83opg7nH5Q1cWKihC0B6pT3OHaUzj3KY8z/KHqbYL5hnmuc9uyTW+OHByZnPoDm0aqAJtKpGCRvq9KpgFGMcpysU1EHrSofrQqaTaeCdJl811BmCgMAEcOdjPUm3DlxA8iv7SvkQtfdc8898c53vjMuuuiiuPLKK+PBBx+MlStXxrZt2yIi4r777ovbb789rr/++rj00kvj85//fBw7diy++MUvztzHtm3b4hOf+MTMn88444xYv359rF+/PpYvXx7nn39+rF+/Pt74xjfO3Obee++N3/zN34wPf/jD8cu//Mtx7733xgUXXBD/8T/+x5nbDPPYbdHFTjW5dNKK4tBxVZxnj/oYBqIwqvkDmaqYYNp2mhs0X0qDNHUqaDedqjpda1U6FVCVUc6BUzkWp3r9JnnmfT51sdloVdBsKXWqCK0K5ltW9wawuLWbt7R6p+XS4gBQjH6XI/ceC9St376praa2b+3cL+shFa9//evj/vvvj9WrV8ezzz4bjz/+eFx11VXxzDPPRETEJz/5yXjVq14Vn/nMZ+Lss8+O3bt3x3XXXRfPP//8zH1ccMEFceLEiZk/v+51r4vvfe97M3/+6Ec/Gh/96EfjW9/6VlxzzTUREfHAAw/EOeecE//23/7bOO+882LPnj3x3ve+d+Zxh33sNml7p4o4taL42lWL7+8NYoJuyDqOLeJ8O+9jpHRsTTMNen6N8rucLjxntTdotpT3QToVtJdOVS2tCmA4o7SwLpz3U59hrqiYp8t04fmqU0Hzpbwf0qrgtCURcbLujWiKFStWxJEjR2LlypVx9OjRujdnRttjkQM/AABIV0oBSSwiVU3tHWRr4s+u7Z0qIhYMaipiINPSpUtjw4YN8cQTT8wZJAdtl/Jzu4pFbvI+hpWdq5Hy83q2Kp5PKZ0P9rT5ddWV5zbdMv95neJ+ZzE6VdqaeL5flS5/7ylo4s9PqwIYzigtLM/xd5vPpynfKOdyrsLodQVtkOK+ZzFaFanK0zpc+Y7SuQIeAACkqwsryQGQlqnDW7UqoJL9QNmPob1Tl9TOAb2OoPnO/unOOPny8bo3AwBKoVUBVdCpSJVOBVQttf0OMLyldW8A2cwUBgAAKF8KK+QClE2nAiiPK49RpKJXB181vWPmowqHV28qfbBRFY8BjG5i4uXYuPHlujejNjoVwHC0KoDyuPIYRSmje+pUQNUmJl6OiQmtCrrM5LuWaHsscmIFAADpSikCi0UA2dreqSK0KqC58hxbG5BBliIGydUxkGn2dhf9HO/3GECzdH0g02w6FcBwtCqA8gx7/uxcmyxFTcCrc9JdGc9xrx1otl6nmt2q1m5+d41bVC+tiq4z+a5F2h6LhCIAAEhXSkFYLALI1vZOFaFVAe1k4hB5jTIBr2lXuSvi+e51A803aNLdW9//zoq3pjl0KoDhaFUA9XC+TR6jTsBrUqsq6vnutQPNlrU4lAl40E3L6t4AumXV9A4HjAAAkKjDqzf55TAAraJVAU3U77javooq9J5nVZzX5X1Oj3K+6XUDzZfnCndrN787prZ/s8StAYD6aVVAE2lV1KWprWrUcRFeN9BseTpVhFYFXeTKdy2TwkpNAABAeqpcaa4KVmoCyKZTAZRn9hXuDMpgXFnPofnPs7Kec1U9p71ugNToVADD0aoAyqNVUZRhO5VWBdBcWhVdZfJdC7U9FqU0IBcAALoutUl3s4lFANna3qkitCoAuqHfAJ9BA3+KGhBU5CCmvJMIgeabnHxFrtuv3fzukrak+XQqgOFoVQDQfHk71WJfM+pjF9GQRplECDRb3k4VoVVB15h811Jtj0VCEQAAtFdvwl0XjuvFIoBsbe9UEVoVAN2Qd5X6UQcHlTm4aJTBWUCzmYA3PJ0KYDhaFQA03yhXUxyl/5R51UadCtJjAl4+WhVds6zuDaC7Vk3vcJAJAAAt4pe9AKRMqwKA8VT1Pur9GtIzOfmKmJh4eejbr9387pja/s0StwgA6qdVAcDodCpgVHk7VYRWBV3hynctlsJKTWXqypU4AACgbF0/trZSE0A2nQoA0pQ1gKjMq9wB9DO1/ZudHsykUwEMR6sCgDQN26oAqqJVaVV0h8l3Ldf2WFTGAN75A4O7PEgYAABG1Tuudjx9ilgEkK3tnSpCRwKAfvoNWDKQCSja5OQrBv591wcyzaZTAQxHqwKANGlVQNmG7VRa1SlaFV1h8l0C2h6LighFWQODxSgAABiOCXeLE4sAsrW9U0XoSADQz+wr3BnIBJRlsYFNP/jKf614S5pPpwIYjlYFAGnSqoCy9etUJtwtTquiC5bVvQEQcSoUjXIAnCcwjfoYAACQOr+4BYC5dCQAAKjH5OQrZlrVklcsj4iJejcIABpAqwIAgOrN7lQArnyXiBRWasrD1TgAAGB8jqvzs1ITQLaudSoAAKAYWlU+OhXAcLQqAAAgL50qP62K1Jl8l5C2x6KsN6jem9g4b2TeBAEAQCAal1gEkK3tnSpCRwIAgCoU8TvgLtOpAIajVQEAAMPQqcajVZEyk+8S0/ZY1O/Nqug3MW+IAAB0kYFMxRKLALK1vVNF6EgAAFAWnao4OhXAcLQqAABgMVpVcbQqUrWs7g2A+ap441o1vSMOr95U+uMAAEDdhCEAGI+OBAAAxdCpAGB8WhUAABRDqwLycOW7BKWwUhMAADAeKzKVz0pNANl0KgAAQKcqn04FMBytCgAA0KrKp1WRIpPvEiUWZfOmCQBAanpxyLFudcQigGwpdCrvrQAAkJ9OVS2dCmA4WhUAAHSTVlUtrYrUmHyXsBRiUdm8gQIAkAJxqF5iEUC2FDqV91oAABiOVlUfnQpgOFoVAAB0h1ZVH62KlCyrewOgbqumd8Th1Zvq3gwAAMhFFAKA6ulIAADQn1YFANXTqgAAoD+tCiiaK98lLoWVmgAAgNOsxtRMVmoCyKZTAQBAWnqdSqtqFp0KYDhaFQAApEWraiatilSYfNcBYlE2b7IAADSZONQOYhFAthQ6lfdjAAC6TKdqB50KYDhaFQAAtJtW1Q5aFSkw+a4jUohFZfOmCwBAk4hD7SQWAWRLoVN5fwYAoCtmNyrHwe2iUwEMR6sCAID20KraS6ui7Uy+g1m8CQMAUDdxCADawfs1AAAp06jSYFATQHd43wYAIGVaFVA3k+86JIWVmgAAIEVWZEqLQU0A2XQqAABoJo0qPVoVQDatCgAAmkmrSotORZuZfNcxYlE2b9AAAFTBhLu0iUUA2VLoVN7HAQBIhU6VNq0KIJtWBQAAzaFVpUunoq1MvuugFGJR2bxZAwBQBhPuukUsAsiWQqfyvg4AQFtpVd2iVQFk06oAAKA+WlV36FS00bK6NwAAACB1ohAApO3sn+6MiA11bwYAAAxFqwKAtK2a3hGHV2+qezMAAGAoWhXQBq5811EprNRUNm/kAACMy2pMWKkJIJtOBQAA1dCq0KoAsmlVAABQPle5Q6eibUy+6zCxKJs3dAAA8hKHmE8sAsimUwEAQHm0KmbTqgCypdCqvPcDANBEOhWz6VS0icl3HZdCLAIAgCYQhxhELALIlkKnOvunO+veBAAAiAgLRDGYVgWQLYVW5TgAAIAm0KkYRKeiLUy+gwze6AEAGEQcAgBmc1wAAECdJqb2xMTUnro3AwBoCK0KAIC66FRASky+I4mVmsomRAEAMJsVmRiFlZoAsulUAACQX28g0+zBTGuPnFfjFtEGWhVANq0KAADy06nIS6eiDUy+IyLEomEYWA0AgAl3jEssAsiWQqdyvAAAQBWyVg83sIksWhVANq0KAACGM6hV6VRk0aloOpPvmJFCLAIAgKK5yh1FE4sAsqXQqRw7AABQhn5XuRvEwCayaFUA2bQqAADoL0+r0qnIolPRZCbfQQ5CFABAd5hwBwCMy7EEAABF0aoAgHE5lgAAoChaFdA1Jt8xRworNZXNgQIAQNrEIapgpSaAbDoVAAAsbFVTKw/kvg+ripNFqwLIplUBANB1vU41TqvSqciiU9FUJt+xgFgEAEAXmXRH1cQigGwpdCrHFwAAjGJQqzIBjzJoVQDZtCoAALooa0yVCXgUTaeiiUy+o68UYlGZhCgAgDT0W5EJqiQWAWRLoVM51gAAYBh5WpUJeJRBqwLIplUBANAFecdUmYBH0XQqmsbkOxiREAUA0F4m3AEAVXPsAQBAnaZWHhhpwh4AkCatCgCAuuhUQBuZfMeiUlipqWxCFABAu5h0RxNZqQkgm04FAEAXHF69KdftswYp9QYyGcxEHloVQDatCgCA1OXtVBHDtyoYlk5Fk5h8x0BiEQAAKTDpjqYTiwCypdCpHI8AAJCliAl4BjIxLq0KIJtWBQBA6oqagKdVMQ6diqYw+Y5MKcSiMglRAEAqUpug1vt+UvqeSJtYBJAthU7l2AQAgCyjTMBzlTuKplUBZNOqAABI3agT8LQqiqRT0QTL6t4ASMGq6R0jHVwAANSt3y/U2n5s45eEAEDTtf14CwCAbLMblWM/AKDJtCoAgPRpVQDjceU7hpLCSk1lM8gbAGiLYa4I17ZjG1e5IxVWagLI1sVO5TgHAKAdFmtUoxzLGQRFE2hVANm61qp0KgCA9iiqVelUNIFORd1MvmNoXYtFAACpyfvLsKb/4syEO1IlFgFkS6FTZR3D9DvWcdwDANA8wzYqE/BoK60KIFuXWtWwtwcAoHqzO1XRrUqnogl0Kupk8h25pBCLyiQsAQBNk+IEtdS+H+hHLALIlkKn6ndMk9oVigEAUjUx8XJMTLyc62tMwKOttCqAbF1sVToVAEAzjNKpIkzAo510KuqyrO4NgNSsmt7h4AIAqFWRv+hqyrGNX94BAKka5TinKcdoAABd028Q09rN746p7d8s5fE0MQCganmPP3QqAID6zG9VOhVAeVz5jtxSWKmpbA4wAICqlXmFu7qObVK8ah/kYaUmgGw6FQAAVchaPXzt5ncPfV9ZrUsTo6m0KoBsWhUAAFUY1KrydKqI4VsVNIlORR1MvmMkYhEAQDNUFTiqiigGF8FcYhFAtq52KsdLAADl6g1iGjTpbrZxJ+BpYrSBVgWQrYutyjEMAED58rSqIibgaVU0nU5F1Uy+g5I44AAAypRa4Ejt+4EiiUUALMbxEwBAe81ehMpxHW2iVQHQj+MZAIB206poI52KKpl8x8i6uFJTXg4+AIAi1R04ynhcwQYAKEKXO5VjKQCAckxOviL31+RdVRwASFNXW5VOBQBQnrytSqcCKJbJd4ylq7EoD2EJABhXkyaoFbEddU8ihDayUhNAti52qsOrN8Xh1Zvq3gwAgGSZgAf9aVUA2brWqnQqAIDymYAHC+lUVMXkOwAAaKimTlAbdZua+v1AW4hFAEScHshkMBMAQDVMwIP+tCoAIky6AwComgl4sJBORRVMvmNsXVupaRQGmQMAw0rxqnCpfT9QJ7EIYLCUO5WBTAAA7TC1/Zsxtf2bdW8GANAAWhUAAHXSqQCKY/IdhUg5FhXFgHMAYJC2TVDL2tYUJxECAO2QUqdylTsAgGbIWlG8N5DJYCa6xkJRANm0KgAAijZsq4Iu0akom8l3FCalWFQWg88BgNnaPkGt33a3+fuBthCLAAAAoHr9BjUZyARaFQAAANRBq4KFdCrKtKzuDYCusOoTANCT0uS0lL4XaJOp7VstgAIwwNrNW5II66umd2hKAAANMjn5Cj0MAMhNqwIAoAxaFUB1XPmOQhn8Odfh1ZtmPgAAXBUOAKA6qXQqx48AANmq6G7aHiwuhQklAGXTqgAAukOrgvroVJTF5DsKl0osGocJd1TFwTNA8/X21fbXQNHEIoBsqXQqx5IU4esT34mvT3yn7s0AgELN725lHDdpezAcrQogm1YFp+hUAKRKq4Jm0Kkow7K6NwBSYbIdVZp/4LxqeofnIEDDiBxAFaa2b03ml/UAQPH6DWL6+sR34j2TV9awNQBQnEHtrajfmeh7AABQrPmtSqcCIBVaFUD6XPmOUnRp8Ker3FGVrCsnObAGaAarCwFVs1oTwGCpdCrHmOSRtXq4lcUBKEqVLSzr9yTzb1v2YwAL6VQA2bQqumhQq9KpACiSVgX06FQUzeQ7SpNKLOqnN+HOpDuqkOfA2QE2QD2EDgCAZkulUzneZJDeIKZhBywZ2ATAOOa3sDKPU6robtoeFMfAJoBsWhVdkKdV6VQAjKPfuC2tCojQqSiWyXeUKpVYFGHCHdVz8AzQfPbVQFOIRQDZUulUjj+pw8aNG2NiYqLuzQCgAQb1sKKPU8Ztb1lfa0EtKI9WBZBNq4LRTUxMaFUAZHadIo9TiuhIWhXUQ6eiKCbfATRIFQfoAIxH6ACaSiwCgG57z+SVub8ma1XxjRs3zvmzQU0A3ZSnhxXRzIpsb/3uR9sDAIDy5W1VWZ2qN+Fudp/SqgC6J++4rXEbUNEdSasCaC+T7yidlZogWxUH6ACMR+gAAGg/nYrUFTUBb9Dq4QY1AVCGMhe8mn3fjqOgOhaKAsimVZG6IibgZV3lTqsCoGhldyStCqqnU1EEk++ohFgEC1VxgA7AeIQOoG3EIoBsOhWpG3UCXr/VwxdjUBNAtxxevSnX7fOsPK69Qdq0KoBsWhWpG2UCXp5OFaFVAXRJ3k4VMdxxik4F6dOpGJfJd1QmlVgEAKRNTAHaTiwCyJZKp3LMShF+ffvfx69v//tSH2Piv03ExH8zCAqgzYqagKe9QfdoVQDZtCo4RacCYBhFTcDTqaB7dCrGYfId5OQgi6KMcgKQl+crwPDEFAAAIBVZK4r3BjLNHsyU95dNWSuK9wYyzR7MZGATQLuNMgFv/gcAANA9w7aqnlEGRQ/bqmb/GYD2GnUCnk4FwKhMvqNSVmqCuUzAA6iXoAKkykpNANl0KlLXb1BT1urhRUzAy1o93MAmgPrpYUDVtCqAbFoVqcvbqoqagDeoVelUAM2gVQFV0qkYlcl3VC6VWARFMQEPoFom3AFdIRYBZEulUzm2ZTHvmbyy71XuBhllAl6/q9wN/BoDmwBqMb+JjXIMUcXvNIA0aVUA2bQqUpe3VY06AS9Pq9KpAOrRb/xW3mMInQoYlU7FKEy+oxYpxCKhCADaw4Q7oKvEIoBsKXSqCK2Kuao6B5ravtXxBkALDHpPMAEPqJJjR4BsWhUpGqdV5Tl+0KoAmi/r/cAEPKAqjhvJy+Q7GINQRFFc/Q6gHCbcAQAAXVHkhLusXzbNH8g0dcEIq5BbVRygVHneF0zAAwAAitamVqVTAZQr73uCCXgANJHJd9TGSk0wlwl4AMUx6Q7gNCs1AWTTqWirMq9w1+8YYtDq4SbgATTD2T/dWfoxgfYGjEOrAsimVdFWbW5VOhVA8apoSDoVMA6dijxyTb6744474uTJk3M+Dhw4sOA2+/fvj2PHjsXOnTvjkksuybzf97///bF379544YUXYu/evXH99dfP+ft9+/YteNyTJ0/Gpz/96ZnbfO5zn1vw94899lieb48apBKLoCgm4AGMrsyQD9B2YhFAtlQ6leNhivSDr9w5899hjidMwAOox6rpHXH2T3eOfR9Zf6+9AUXRqgCyaVW0SVXnCr3JdoMm3c25vQl4ALUo4n1h2FYFMC6dimHlvvLdnj17Ys2aNTMfl1122czf3XbbbXHrrbfGzTffHFdccUUcPHgwduzYEWedddai93fVVVfFl770pfjCF74Q69evjy984QvxwAMPxJVXXjlzmyuuuGLOY1577bUREfHlL395zn09/PDDc2733ve+N++3Rw1SiEUO4GiLw6s3ucQ2kBwxBWA4YhFAthQ6Fd3S9s4z+SuTMfkrk3VvBkBrFd3F+t2X9gaURasCyKZV0WSpLdChUwGMT6sC2kqnYhjL8n7BSy+9FIcOHer7d7fcckvcdddd8dBDD0VExE033RSHDh2KG264IT772c8u+jU7duyIu+++OyIi7r777ti4cWPccsstccMNN0RExPT09Jyv+djHPhZ//dd/Hbt27Zrz+RdffHHRbYOyrZre0frBLjTD4dWbCj858NwEUiSkAABAfzpVt5TRksYxdcHWWPvM4oMDDWICGE/Z+/wmvacAAJAGrSotbTtn0KoAyqVVAdAVua98t27duti/f39MTU3F/fffHxdffHFERFx88cVx3nnnxSOPPDJz2+PHj8euXbvi6quvXvT+3v72t8/5moiIr3/964t+zRlnnBG/8Ru/EX/6p3+64O/e9a53xaFDh+KHP/xhfPazn41f+qVfGvi9LF++PFasWDHng3pYqQnmKiI69q5yJ2ACKUlt9TyAqlmpCSBbKp3KMTN1mrpg4TGH1cMBAJhPqwLIplXRBG3/Pb1WBQBAFp2KLLkm3+3evTtuvPHGeM973hO/9Vu/FWvWrIlHH300Vq1aFWvWrImIWHDluUOHDs38XT9r1qzJ9TXXX399vOY1r4nPf/7zcz7/8MMPx7/4F/8i3v3ud8fv/u7vxhVXXBHf/OY3Y/ny5Ys+9pYtW+LIkSMzH/v37x/07VOyFGJRWwMDzTTqpDkT7oAUtTnkAzSNWASQLYVORbc0sQVNXbB1ZhCTgUwAxWniPh9gHFoVQDatCsanVQGUQ6sCUqJTMUiuyXfbt2+Pr3zlK7Fnz574xje+Ee973/siIuKmm26auc3JkyfnfM2SJUsWfG6+PF/zL//lv4yHH344Dhw4MOfzDzzwQPzf//f/HXv37o3/8l/+S/zqr/5qvOlNb5rZxn62bt0aK1eunPk4//zzB24n5UshFpkYQF1MugNS0/bV8wCaTCwCyKZT0TbDdiENCaD97MeB1GhVANm0KupU5jmIVgXQfvbjQEp0KhaTa/LdfMeOHYsnn3wy1q1bFwcPHoyIWHDFunPPPXfBle1mO3jw4NBfc8EFF8S1114bf/zHf5y5bQcPHoynn3461q1bt+htjh8/HkePHp3zAUUQiyhK1klJL0A5eQFSYsIdAAAUx7E1PfMbUhU9yfMPYDij9DC/FwAAoI20gvYq+hxEqwJoLq0KABYaa/Ld8uXL4y1veUscOHAg9u3bFwcOHIhNm06/eZ5xxhmxcePGePTRRxe9j8cee2zO10REXHfddX2/5sMf/nD83d/9Xfz5n/955ratWrUq3vCGNyy4Qh7Nl8JKTVCkficlJtwBKTLpDqBaVmoCyNbmTmXBnm7K25EMagKoT6+Fzd5P2mcCXaZVAWTTqqhbET8/rQqgmbQqgNN0KvrJNfnunnvuiXe+851x0UUXxZVXXhkPPvhgrFy5MrZt2xYREffdd1/cfvvtcf3118ell14an//85+PYsWPxxS9+ceY+tm3bFp/4xCdm/vypT30qrrvuurjtttvizW9+c9x2221x7bXXxn333TfnsZcsWRIf/vCHY9u2bfHyyy/P+btXv/rVcc8998RVV10VF154YWzcuDG+9rWvxfT0dDz00EN5/01ogDbHoh4HnRRpdoQUIoGU9As3AFRHLALI1qZOpR0Qkb8jGdQEUK2sFpZnn+k9H0iNVgWQTauijbQqgObSqgD606mYL9fku9e//vVx//33xw9/+MP4yle+EsePH4+rrroqnnnmmYiI+OQnPxn33XdffOYzn4nJyck4//zz47rrrovnn39+5j4uuOCCOO+882b+/Nhjj8Wv/dqvxYc//OH4wQ9+EB/60Ifigx/8YHznO9+Z89jXXnttXHjhhfGnf/qnC7br5Zdfjssuuyz+83/+z/GjH/0otm3bFj/60Y/i7W9/+5zHpl3aFIsW40QdAPoz4Q6gOcQigGxN7lQGMVE1zzeA/MpcgMo+GUiNVgWQramtysLS3TDsz7aq54LnG0B+WhXAcHQqZluW58a//uu/nnmb3//934/f//3fX/Tvr7nmmgWf+7M/+7P4sz/7s4H3u2PHjliyZEnfv3vhhRdi8+bNmdsGdVg1vcPBJAD8IxPuAAAAmufw6k0Dz9eeO+eaOHHiRK6vmU8nBRhe3n3m4dWb4pzndpW4RQAAAKct1oWKaj9Z3anf42hVAOUZpVUZIwZAanJd+Q6q1tSVmgCA4ZW5WhIAxbBSE0C2pnYqx9kUpd8vzp87Z+FiellfM4jnK9BVowzoHHafqbsBKdKqALI1sVU5Lu2W+Vc6LHoi22IT7AY9jlYFMBytCmB4OhU9Jt/ReE2MRXk5kASgi8QUgHYRiwCyNbVTOe5OX1XnV6MMmDKoCWA4RQ9E1d6A1GlVANma2Koco3aDVgXQfloVwPB0KiJMvqMlmhiL8nJQCUAXuModQLuJRQDZmtqpHIOnaf75Vdt/zmWsgg7QJkUMAtXegC7RqgCyNbFVOV5Nl1YFkBatCmB4OhXL6t4A6JJV0zucsAOQJBEFAACgOIPOsZrYGA+v3jRwm5u2vQBtorsBAAB106oA6NGqAOgqV76jNZq4UhMAdJmr3AGkyUpNANma2qkcm7dbnnOsJv6s+w1asno4wEL2iwD5aFUA2ZrYqprYLshHqwLoBvtFgOHpVN1m8h2t0sRYlFcTYwMADMuEO4BuEIsAsjW1UzlWp069AUwGMgEMZh8JkI9WBZCtia1Kp6JuWhXAcOwjAYanU3WXyXe0ThNjUV7iEgBtY8IdQPeIRQDZmtqpHLu3U95fbvs5A7SbQU0A+WhVANma2Kr0i/bSqgC6RasCGJ5O1U0m30FNBAcAms5V7gCAprvjjjvi5MmTcz4OHDiw4Db79++PY8eOxc6dO+OSSy7JvN/3v//9sXfv3njhhRdi7969cf3118/5+3379i143JMnT8anP/3pmdt87nOfW/D3jz32WCHfN5Aug5oAukFzA4D06FRAirQqgG7QqgAgm8l3tFITV2oCgBSYcAfAbFZqog327NkTa9asmfm47LLLZv7utttui1tvvTVuvvnmuOKKK+LgwYOxY8eOOOussxa9v6uuuiq+9KUvxRe+8IVYv359fOELX4gHHnggrrzyypnbXHHFFXMe89prr42IiC9/+ctz7uvhhx+ec7v3vve9BX/3NEFTO5Vj+vYyqAkgXbobwHi0KppOp6IJmtiqHAO3m1YFkC6tCmB0OlX3mHxHazUxFuXloBWAJjDhDoBBxCKa7qWXXopDhw7NfExPT8/83S233BJ33XVXPPTQQ7F379646aab4swzz4wbbrhh0fu75ZZbYseOHXH33XfHD3/4w7j77rvjG9/4Rtxyyy0zt5menp7zmP/kn/yT+Ou//uvYtWvXnPt68cUX59zuueeeK/z7pxne+v47696Evhzjp+/w6k25B0ABUD3tDaA4WhVNplPRFE0cU+V4uBu0KoB20KoAiqFTdcuyujcAxrF285bW77RWTe8QHQAAgEab2r61kb+sh4iIdevWxf79++PFF1+M3bt3x+233x779u2Liy++OM4777x45JFHZm57/Pjx2LVrV1x99dXx2c9+tu/9vf3tb49//+///ZzPff3rX58zqGm2M844I37jN34j7r333gV/9653vSsOHToUP/vZz2LXrl3xe7/3e/Hss88u+r0sX748XvnKV878ecWKFXP+S3P1fkZLXrG85i1ZaOlS66+10c/OfU+c/dOdi/79c+dcExHlr67Xe/54HpESz2uqMmc/XsExQu84pInHIzAqz2sWs2/Hv2vsIijD6PL5furfc0qdKmLxVkU7pDCmiuY4vHrTwEkaxr4BNJ/JdgDlMKaqO0y+gwYwAQ+AOmWFcgCAptq9e3fceOON8aMf/She+9rXxsc//vF49NFH49JLL401a9ZERMShQ4fmfM2hQ4fiwgsvXPQ+16xZ0/drevc33/XXXx+vec1r4vOf//yczz/88MPx5S9/OZ5++um4+OKL4w/+4A/im9/8Zlx++eVx/Pjxvve1ZcuWuPPOOxd8fv/+/YtuL81y4TU3170JC1xU9wYwhg2L/s1F1W1ERESsX7++4keE8nleU77F9+NlauLxCIzL85p+jhy5te5NGJvz/bSk1qkiFm9VMCrjo9qt37gCP0+A5jMmDACKYfIdrdf2lZpECACawAQ8ALJYqYkm2r59+8z/79mzJx577LF46qmn4qabborHH388IiJOnjw552uWLFmy4HPz5fmaf/kv/2U8/PDDceDAgTmff+CBB2b+f+/evTE5ORlPP/10vO9974uHHnqo731t3bp1zsrkK1asiP3798f5558fR48eHbjN1Gv2z+r/t+13696cvnpXSoM8li5dGuvXr4/vf//7ceLEibo3BwrheU1ZBl2xtApLXrE8Lrzm5nh656fj5MuLD6KHNvG8Jktbr37X5fP93veeotQ6VcTirYr2aOKYKhPw2s3PDqAdjAEDqJYxVd1g8h1JaGIsGkSIAKCJTMADIItYRNMdO3YsnnzyyVi3bl189atfjYhTK4QfPHhw5jbnnnvughXDZzt48OCC1cMX+5oLLrggrr322nj/+9+fuW0HDx6Mp59+OtatW7fobY4fP953tfGjR492bjBeWx09ejQu3vS7jexUJpgwjhMnTngOkRzPa4rS62mDh81X5+TLx01SIjme1yzm+1++vdWtyvl+2treqSIWb1W0S9vGVAEAozPuC6A+xlSlb2ndGwBFafrO6vDqTTMfAAAAbeWX9DTZ8uXL4y1veUscOHAg9u3bFwcOHIhNm06fh59xxhmxcePGePTRRxe9j8cee2zO10REXHfddX2/5sMf/nD83d/9Xfz5n/955ratWrUq3vCGNyxYeZw0NbFT+YUrABRn1fSOmQ8A6qVV0VQ6FU3StFblOBoAiqNTATSHTpU2k++gZCbcAdAm3rMAgDa555574p3vfGdcdNFFceWVV8aDDz4YK1eujG3btkVExH333Re33357XH/99XHppZfG5z//+Th27Fh88YtfnLmPbdu2xSc+8YmZP3/qU5+K6667Lm677bZ485vfHLfddltce+21cd9998157CVLlsSHP/zh2LZtW7z88stz/u7Vr3513HPPPXHVVVfFhRdeGBs3boyvfe1rMT09HQ899FB5/yCQwS9eAWA8BjIBAIvRqSAfx9UAMB6dCgCqtazuDYAird28pREzhk1cAKDNDq/eJM4AMNDU9q2NWymXbnr9618f999/f6xevTqeffbZePzxx+Oqq66KZ555JiIiPvnJT8arXvWq+MxnPhNnn3127N69O6677rp4/vnnZ+7jggsuiBMnTsz8+bHHHotf+7Vfi//r//q/4g/+4A/iqaeeig9+8IPxne98Z85jX3vttXHhhRfGn/7pny7Yrpdffjkuu+yyuPHGG+M1r3lNHDhwIHbu3Bkf/OAH5zw2aWtKp4rQqgBgHDoZQPNpVTSBTkXTNaVV6VQAMB6tCqDZdKp0LYmIk3VvRFOsWLEijhw5EitXroyjR4/WvTmMoY5YJA4BkBqxBoAsYlE76B3t5WfXHoN+VnUNatKqKMLSpUtjw4YN8cQTT8wZAApt5nnNsNrWxpa8YnlcdO2t8ZO/uDdOvny87s2BQnhek1dbWlWXz/e7/L2nwM8vDcZUAUA7ta1VAXRdWzpV1+VpHUsr2iaoVFU7q8OrN818AEBVVk3vEFQAaIQmrJIL0HR1dCqtCoCUXP6pibj8UxOVPFavu2lvAO2kVQFkM6YKAMajVQEwDJ0qPcvq3gAAAIYzP6Ssmt5R6i8rDq/eJN4AAAAAUIv5g5gu/9REfPcjk6U8lgYGAAAAwGL6TbbTqgCgW1z5jmRVsVKTA1wAypa1glHZ70VWIgQgi5WaALLpVAAwvEGrhxe9qriVwwHSo1UBZNOqAGA4WVe5K7JVucodQHp0qrSYfEfSxCIA2ipPTDEBD4C6iUUA2XQqAFhcbyBT0ZPrFmMgE0DatCqAbFoVAPSnUwFQJJ0qHSbfkbwqYhEAFEVQAaCtxCKAbAY1AcD4Rh34ZPVwgG7RqgCyaVUAML5RWpVOBdAtOlUaTL6DAjgABmAcRQQVV78DAAAAoK2++5HJXLfPM6jJQCYAAAAAhpW3U0UM36p0KgBoL5Pv6AQrNQHQREUHFRPwAKiblZoAsulUANDfKAObFmP1cAAitCqAYWhVALBQkZ0qwqQ7AHSqFJh8R2dUEYsAKF5q8aHsgT8m4AFQN7EIIJtBTQDFM9kqDXkGNvVbUdxzAID5tCqAbFoVQLF0qjTknYCnVQGQRadqN5Pv6JSyY5GDZIDizI8P9rHNYQIeAFnEIoBsBjUBjG+xgUz2f/XbfvlEbL984YCjol3+qQkD2gDIpFUBZNOqAMajUzWbVgVAU+hU7bWs7g2A1Kya3mFSAsCIsqJDCvvYw6s3lR5Xyvx3EoYAAACAuuTpEil0pDaaP4hp++UTsfm7+VYJ/+5HJvuuFD7bvn/hl9MAAABAvYZtVTpVPfpNtsvbqobpVBFaFQD5TG3fWskCKBTLle/oHCs1ATRPntV+UtjHVhHUivx3siITAKOwUhNANp0KoFz2gdUZtHr4KKuKf/cjCwdB7fsXW2c+ACAvrQogm1YFUB77v+pkXeUub6vq16kitCoAxqNVtY8r39FJazdvscMCaIAuh6WmXwGvyz8bAIpjpSaAbFV0KqvqAqkos6f07tf+cnh5BiqNegU8jQqAImlVANm0KoDhaVXNkXdC3ShXwNOpACiaVtUurnxHZ5W9o3KgDdBfEVdRs48tjyvcAVA0C58AZBPUAYaXd8BRVueY30J0kWxV9CONCoCyaFUA2bQqgOHlaVXDdiqtang6FQBtp1W1h8l3UCIH3ACnFR0iUtjHVrE61TD/TkVMiAQAAJrN8T6QkiIm4J39052L7hvtMxfq149u+Hq+XwhnrUCuUQEAQHc47gdSMu4EvKweYp+50LidKmL4VgUAEGHyHR1npSaAcpU9YCaFwFHXBDyDmQCoklWaALJV0akc/wNd1usgZ/9059C3J3uQURET8DQqAKqmVQFk06oAyjN7zM6w+0L7zFMG/ZsVNQFPqwKgalpVO5h8R+eVHYschAO0V1UxpaoJeCbcAVAnoQggm4WiAIY3bE85vHrTzEeZJv5ya0z8ZXnHvBNvmoiJNw1ejbsoeRvSKBPwdCoA6qZVAWTTqgCGN0x7SqVTRTS3VY06AU+rAqBuWlXzmXwHYQIeQFnquqpbEfc5+37txwGgGEIRQDadCmB4i7WnxQYy5W1VWfvM3kCm2YOZih7YNH8gU5mDmiZ2nR0Tu84u7f4jTg2AGmUQFACUQasCyKZVAQyvX3sqqlNFDN+qZv+5aFoVAJRHq2q2ZXVvAHTFqukdlUxCAWiaw6s3lR7Mi9jHZm1j2fvxKv6dAAAAInQqIC1592fPnXNNXJTj9v32mVkDlyb+cmtMvmW8AaqDBi5NvGkiJn80Odb9z7m/eYOY1u79QExd+kCu+7jh61vji+9Z/Hs2iAkAAFiMVgWkJM/+bJSxQnlbVRGdKqJdrUqnAgDK4Mp38I/KXqkJoMuafAW8+Ve5q5NfKADQBVZpAsimUwE0y6rpHX2vcjfIKCuL91YOH2bF8CJWFR+0evjavR/IfX/9Bi5ZPRyAptOqALJpVQDlGfUKeHla1ahXwGtzq9KpAGgrraq5XPkOZlm7eUupOywrNQE0xygT7qrYj7sCHgBdMLV9q1/WA2TQqQC6Y6YFvan8x1psAFM/o14BDwDaRqsCyKZVAXRHKq1KpwKgrbSqZnLlO5in7B2VCRVAVzXh6ne9q9yNsy+2HweAYlipCSCbTgVQnufOuSbX7ad+Kf/q3Vmris/vVFOP5jtGHnZF8cuXTMx8AAD9aVUA2bQqgHKMMqYqb6satlNpVQDQDFpV85h8BzUQi4CuqmsC3rgT7qpmRT8AAKAqbTpXAiha3gZT1AS8Qa2qqEFNiw1iOvmuN+a6/7V7P5Dr9gAAAOPQqoCuqmsCXtaYKq0KAOAUk++gD5fpBChPVRPwirjK3aD7L5sJeAB0gVWaALLpVADlqmoCXp5WNcqgptkDmLJWDTeoCQD606oAsmlVAOWpagJe3jFVWhUA1EOrahaT72ARZcciKzUBtJsJeABQDKEIIJtOBVCOshZumm3qlyZGmrA3rF9b+bn4tZWfy/11BjUBQH9aFUA2rQqgeCl0qgitCgCKplU1h8l3MIBYBFCOVCaVlbkfryKqAUBTCEUA2XQqgGKc/dOdc/47iqxBSr2BTOMMZspaUXz+QKZfvzz/oKaht+XSB2Lq0gdKu38AaBqtCiCbVgVQjCLGBw3bqsZ6DK0KAGqjVTWDyXdQM7EI6KpUJuAVzaQ7AACgLs5FgJQV3Vz6DVgqevXwfoOaBq0enndQU9aK4gYyAQAAddKqgJRpVQtpVQBAky2rewOg6dZu3mK2MEBJDq/e1Ppgvmp6x9gTCdv+bwAARZjavrX0lXIB2k6nAsin7OZS5OClRR/j0a1x++Y1pd3/yXe9MZZ866m5j2kQEwBoVQBD0KoA8tGqsmlVANCfVlU/V76DIZS9ozLpAqDdRt2Pu8odAMzll/QA2XQqAAbJu6J4xKlBTb2Vww1mAoDTtCqAbFoVAINoVQBQHK2qXibfwZDEIoByjHvVuDYy6Q4AFicUAWTTqQCGk0p3+sT2g7lun2dQ05LLd8eSy3fn3SQA6AytCiCbVgUwHK0qm1YFAINpVfUx+Q4aRCwCuiqFuJS1D+9NuLOvBwAA2sC5C5CKFLpTRP5BTYP0BjHNHsi0dvO7C7t/AACAomlVQCq0qoW0KgCgDUy+gxzKXqkJoMtSiEv9gr8JdwCQn1WaALLpVADDS6E7ReQb1NRvRfGslcMNagKA/rQqgGxaFcDwtKpTtCoAGI1WVQ+T7yCnsmORCRoA7Tb7Cnf26QAwOqEIIJtOBcAgv3755/quHD6IQU0A0J9WBZBNqwJgEK0KAIqjVVXP5DsYgVgEUI5UVnYCAIohFAFk06kAhpNKdxpmRfFPbD848wEAFEerAsimVQEMR6sCAMalVVXL5DtoKLEI6KpU4hIAAEAqdCogFal0p34DlRYbxDS1/Zu579+K4gAAQJNpVUAqtKrhaFUAQBOYfAcjKnulJoAuSyUuAQDjs0oTQLYyO9Xh1ZucowFJee6ca+rehELMHsCUtWq4QU0AUBytCiCbVgUwvFT2aVoVANRDq6qOyXcwhrIn4FmpCQAAQCgCGEbRncpAJoC0GNQEAMXRqgCyaVUADKJVAUBxtKpqmHwHYzIBD6AcwjkAMJtQBJCtiE5lIBNAuvIMapra/s2RBkEBQFdoVQDZtCqA4djPZdOqAGAwrap8y+reACDbqukdTrAgTk9G9XrojsOrN5mEDAAAUDLn2UAXPXfONfGav/t63ZtRuant3xy4SrhBTAAAQN20KqCLujhGSqcCANrEle+gAGVf/Q66btX0jjlxoe2hYf73w2DCOgDQY5UmgGw6FcDwutqd+g1csno4AOSnVQFk06oAhtfFVqVTAUBxtKpymXwHBSk7FpmoQ9f0Jqgt9txv22ui3/fTtu8hVS9s3hIvCP4A0BpCEUC2vJ3K+SlA9/QGMRnMBADj0aoAsmlVAAyiUwFAcbSq8ph8BwUyAQ/Gl+eqcE1/TWRNIOzdhmxlrOw0f9KdCXgA0B5CEUA2g5oAhtPFFcUBgGJpVQDZtCqA4WhVAMC4tKpymHwHLSMukao8k+6aLu/3ksr3XbYi4lJvwt1iE+1MwAMAALrM+SnQVQY1AQAANI9WBXSVVgUA0Dwm30HByr76HaRkmCvDDXMfTVDE90K2UePSoAl3/W4LADSfVZoAsulUAMMzqAkAGIdWBZBNqwIYnlYFAIxDqyqeyXdQgrJjkck9tF3Rk9Tqek0UOeHO67oceSbdAQDtIxQBZMvbqZyfAl1kUS0AoAhaFUA2rQogm1YFABRBqyqWyXfQUk6uaJuyrwxX1WuizO/D63o4WSs79SbcjTPpzoQ9AGgPoQggm0FNAP0ZyAQAFE2rAsimVQEsVPbYOgCgm7Sq4ph8ByUp++p3EeISVKmquOF1PZx+E/CKvsqdCXgAAECXOT8FUnf2T3fWvQkAAAAMSasCUmXCHQBAO5h8ByWqYgIetEXW1cqKUNbV6FIKHCl9P4dXbyrkKneDmIAHAO1glSaAbDoV0HW9LmbSHQBQNq0KIJtWBXSZq9wBAFXSqoph8h20nBMw2qQtE/DqDhxVTCJs+75j+cRELJ+YqHszAIAGEYoAsuUd1NT2c0cAAIC6aFUA2bQqAACAamhV4zP5DkpWxUpN4hJt0uQJeE1aUaiKSYRN+V7zmD/p7qUKHrPMq98dXr2pktcEAHSFUASQzaAmoKs0GACgaloVQDatCuginQoAqINWNR6T76ACJuBBszVp0t1sVUwibOL3PV9vwt1iV7pr2wS83oS72SFNVAMAAJqsDeeOUJWmdiSGo8EAAAC0n/NyOEWnajedCgCgXUy+g4qUOQHPlZNomyZc/S7rqnBtlNr3M2jC3XxNn4DXb8Jdv9sAAOOzShNAtioWioKU9OtIKTWYrnnunGvq3gQAoEO0KoBsWhXko1Olw1ghAKBqWtXoTL6DFjPpjjarawJe2yaoVTGJsGn/Hnkm3TVd3v20fToAFEMoAsiWd1BT084doQpZzcXrIn1rn/pArH3qA+U+xt9uibV/a6ApAKRMqwLIplVBtkGtymuiG7QqAKAIWtVoTL6DChWxUtMwV0+CtqhqAl7br3JXxSTCuv9tehPuxpl015Sr39lPA0AzCEUA2Qxqoi2q7Dp5O5LXRZrmD2QqY1DT/IFMBjUBQNq0KoDiOSenLk1tVV4T7ZQ1vqjXqcpsVb1OpVUBQHdoVfmZfAcVG3UCnokc0G1VTCKsI8IVfZW7uibgFTnhzr4eAABoMgM4qNL8DlJmE6li0FQqj5GK5865ZsHnBq0eXtSgpkGrhxvUBAAAdNkoY6qcA1OVfv1Iq2rGY6Sg31ihrKvcFdGqsq5yp1UBAJy2JCJO1r0RTbFixYo4cuRIrFy5Mo4ePVr35pCwPDOFTcKgC0SW5qhin1PkZLvFLCv9ESKOTU6Wev9eFwBQjCKuQN52ekd7+dm1R9t/VsO2qsN/+0un/udtbytvY2iUpUuXxoYNG+KJJ56IEydOVPa4WefERfSLos+7B21Tv8cqssEs9r2U1Xl6j9fWdj3/eT2x++xcXz/1xgdyP2begUpTr7faKPktecXyuOjaW+Mnf3FvnHz5eN2bA4XwvCZFazdvaf055Di6/L2nwM+PqmhVNMkwDalprSpvp8r6mry0qtHl7VQR+VvVKBPqtCoASFfXx1XlaR1VjE0H5lm7ecvAUJTCiSDkcXj1JhONGmLV9I7SY9fzpdx7dcqedNfjdQEAxZjavrXzoQggS2ar6g1k6vne9wxqonB5zoFH7Rdlnmf326ZBj1dEg8n6forsPP0eq8yOlIrXrf3H49C/Le8xej8DHQkA2mFq+9ZY///5RN2bAdBaCzpVhFZF4fKeY4/SSJrUqRb7mlEet+zHGPRYWtVgOhUA0I9xVcNbWvcGQFf120kdXr3JCSCd5bnfHEUGkFXTO2Y+es7KcfXPUb1Uwn0em5ysbOIdAFCsPFcfB+iqvq3qb3+p/4CmiFODmqAl5reJsh9n2McbZZvy3P+oj9Hv8cq6/yaY/N+ey3X7tU99YODfv27tlpmPnhfemW+bslYg7/0uYXZT1VcBoD1+8JU7694EgEbL3akitCpao6mdqvc14zxOWY/R7/HKuv+65e1UEcO3qp68nSpi+FY1+88AQHsYVzUck++gRms3b+n7S3KAuo0To4YJa22ZgNebcFfXpDvvDQAAQJXWbt4yM5Bp4GCmHoOaKFDRq4PnHfjTdFV+L1UPmmqCIibgzR/INF8RE/CyfpegJQEAAKnI3akitCoKM8r59bCtKhVaVXmKmoA3qFUVNQFvUKvSqQCA1Jh8B0BjOOlut7xhrckT8Jp0lTuvCwAohlWaAKD5ipiA17aBTFUMzBr2KnxV/Ns1+eczygS8fle5G2SUCXh5F/DTkgAAAGB8RU3Aa3IL6UeraoZRJ+DlaVWjTsDL06p0KgBoD+Oqspl8BzWbmJioexOgUZx0N0eTYldVmjTpbjavCwAohlAEkG3iN38z3xdYUZyCjTIBr+19ooqBWYMeo4jHyTswq60/q56v/s4b46u/88ZSH2Pq9Vtj6vWOXwEgZT/4yp11bwJAo+XuVBFaFYUadQKeVjXeY2hV+WlVAEARjKsabElEnKx7I5pixYoVceTIkVi5cmUcPXq07s2hYyYbONkD6tT2qJGS+TGx6J/N85uHWxl8HMsG/F0TJ9v14zUBAMVZW8HxR5PoHe3lZ9ceKf6sJv/4j/N9wdveVsp2UK+lS5fGhg0b4oknnogTJ05U9rjDngP3moVz5ubI25HqWHAo63k9sfvsRb+23yCmzT/Ovw2/8F8X/7t+g5iKWm2ftC15xfK46Npb4yd/cW+cfPl43ZsDhfC8JlXzn9tdalUpnj93iZ8fdcndqSK0KgqT5/xaq2qeNrSqQfJ2qoj8rSpvp4oYbQE1AKA9tKr+XPkOGsIV8OCUNq/8lKqyV+U6q4KVEl7q87mmXuVuMU0LfAAAQNpcAY86ZZ0DH169ac5tnDM3R96O1MQOOPm/Pbfgc4NWD9++Lv9jvPDOhZ8btHr4KP9OXhcAAEAqXAGPOg3bqbSqZmp7q8rbqSLyt6q8nSoi/7+T1wQAkIJBF4IBgEo0LVxQvbO2by39CngvRcTxFk226+fw6k1eLwBQgKntWzu1ShNA6awkTgn6nQMPGqThnJkiTf5vz8XfXj78gnnb1+VfVfyFd0b8j6nhF6VaNb0j90AlrwsAaAetCqBgWhUFy9upFvsaGEXeThWRv1Xl7VQR+VuV1wQAtIdW1Z8r30GDuPodXeMqd1TlxD9+pMBqUABQjKkKrr4L0HaZq4q/7W0GM1Gq2SuHD3M+7Jy5nbrYB/f81z+OPf/1j+veDACgQbQqgMGG7lRaFSXJ26l6X0P7dK1V6VQAQD9a1UIm30HDmIBH6noT7roWKsh2VgkHavMn3S1r+T52YuVETKxs9/cAAE0iFAFk6zuwyUAmoGBNbIWv/+5krttvXzf473sDmWYPZjr8t7+U6zFG+Xcy0A8A2kOrAhhMpwKq0rRWlbdTRQzfqnrydqqI/P9OOhUAtItWNZfJd9BAJuCRIhPuGEYRE/BOxOAr3bVxAt78SXdr17qcMwAAUJ2J3/xNq4fTGgZwtFcT22ERE/CyVg83AQ8AAGB4OhVt45y8vZrWqoqagDeoVZmABwCwOJPvACiNq9wxilEn4A2acDdfGybg9SbcLXalOxPwAKAYVmkCgPQYwEGRRpmA1+8qd4NUMQEPAGgHrQoA0qNVUZRRJ+DlaVVVTMADANpDqzrN5DtoKFe/o61MuKNqeSbdtcGgCXfzmYAHAMUQigCyaVW0jUFN7dT2pvj6706ONAgqj8OrN430/PaaAID20KoABtOpaCPn5e2kVWUbpVV5PQBAu2hVp5h8Bw0mFgFdlXX1uxMx/qS7pl39Ls+kOwAAgDpoVbSFhaHarYk/u6xBSgsGMr3tbbkfI2tV8VEn3c2/j2GsPXJerD1y3liPBQCMx6AmgMF0KtpEq2q3pv3shu1U47SqYTvVOK0qz9dqVQBQP63K5DtoPLGItrEyDUXpNwGv6Kvc1T0BrzfhbpxJd65+BwDFEIkAhqNV0WQGMqWjiT/HfgObBq4eXtAEvCIm3Q1r/kAmg5oAAIAm06losl6namLjIL+m/Rxzd6qIQibg1dGptCoAoClMvgOgcCbgUZSztm8t5Cp3g9QxAa/oq9yZgAcAxTABDwDayUAmqnoOzF45PGuV8YgYeQJeEauHL3r/fe5z0OrhBjUBQH20KgBoH52KiGqeB7k7VcRIE/Ca1Kl6fw8A1KPrrcrkO2gBKzUBtF8RV7kbxAQ8AChG10MRwDC0KprA6uHpy/rZ9nsOlPl82Hv5ROy9vOT939veNtKEvbwOr97Ud/XwxRjUBAD10aoABtOpaAKdqhua1Kq63KkitCoAqFOXW5XJd9ASYhFt4+p3FGVlBQdqdVz9DgAAoM20KqAK/QYoZQ1mK3JQU28g0+zBTLkHNmUNUuoNZKpgMNPE30zMfAAAAKRCpwKq0pRWNfvPuQ3bqkqmUwEAbWPyHbSIWETbmIBHUVKYgDd5ZLLU+49w9TsAKEqXV2kCyEOrok66U3fMXjV82MFK4w5qylo9vJAJeHUPZDrjQ7nux4riAFAfrQogm05FnXSqbmlaqypsAl4FraqoThWhVQFAnbraqky+AwBawQS84ZiABwDF6GooAoA2MbCJIvW7yl3W7XOZfYW7EgcyzR7ElLlyuAl4ANAaWhUANJtORdHytKqRJ+BV3KoGMgEPAFqli60q1+S7O+64I06ePDnn48CBAwtus3///jh27Fjs3LkzLrnkksz7ff/73x979+6NF154Ifbu3RvXX3997scd9bGhbazURNuISzCXCXgAAEBKtCrqpj2xmGFWFM+7SnmSTMADAAASoVNRN52KQbSqIZiABwA0WO4r3+3ZsyfWrFkz83HZZZfN/N1tt90Wt956a9x8881xxRVXxMGDB2PHjh1x1llnLXp/V111VXzpS1+KL3zhC7F+/fr4whe+EA888EBceeWVQz/uqI8NbSUW0TbiEkVJ4ep3AEB7dHGVJoBRaFW0xeHVm3Sqjuk3UOnsn+6c89+e/9fX8x/7jbSqeMkm31D+wk8AQD20KoBsOhVtolV1T79WtdiEu7ytqomdKkKrAoCUda1V5Z5899JLL8WhQ4dmPqanp2f+7pZbbom77rorHnroodi7d2/cdNNNceaZZ8YNN9yw6P3dcsstsWPHjrj77rvjhz/8Ydx9993xjW98I2655ZahH3fUx16+fHmsWLFizge0hVhE24hFFCWFCXiufgcA7dG1UAQwKq2KOmV1p/kDmXSqbpk9gClr1fDOTsBz9TsAaA2tCiCbTkWdhu1UWlV3ldmqmtipInK2Kle/A4BW6VKryj35bt26dbF///6YmpqK+++/Py6++OKIiLj44ovjvPPOi0ceeWTmtsePH49du3bF1Vdfvej9vf3tb5/zNRERX//61xd8zWKPO85jb9myJY4cOTLzsX///uH+EQCAWpmANxwT8AAAAOiKfoOUBq0eblATizEBbzgGNQEAAEB/eTvVYl8DESbgDUurAgDKlmvy3e7du+PGG2+M97znPfFbv/VbsWbNmnj00Udj1apVsWbNmoiIOHTo0JyvOXTo0Mzf9bNmzZrMrxn0uL37GOWxt27dGitXrpz5OP/884f4V4DmsFITbSMU0RZv+39OfZTNBDwAaIcurdIEMA6tirrNXjlch6IqNy059ZEEE/AAoBW0KoBsOhV106moQ5c7VYRWBQB16UqryjX5bvv27fGVr3wl9uzZE9/4xjfife97X0RE3HTTTTO3OXny5JyvWbJkyYLPzZf1NcM87iiPffz48Th69OicD2gbsYi2EZQoShlXv5s/6W7ihXbvYyePTFYywQ8AuqAroQhgXFoVbaJTsZisFcV7A5lmD2Zq4v5v6BXFN8/6AABaQasCyNbE8zQYRKtiMcO2qp6m7v+GalU6FQC0UhdaVa7Jd/MdO3YsnnzyyVi3bl0cPHgwImLBlebOPffcBVekm+3gwYO5v2b24/bu4//P3t+H2V3XB/7/K0MIWpgUYhbCxf2ssSuINORAgfIz4jIh1W6h2Ipl5e7qV3d12ats/JU6ESv9chMKv0ZoFf26XwspW12hNvhzNYGgbPRXAlwH8Yb0iyAJ0I6TSAw6CRFGSH5/hJnMzZk55zPzOedz93hc11yQmXPzGc45w5xn3q/3Zzr3DWWR1zdLAO2WxgDe8MDdZGe6a/cAXjuG48YP3Qm0AJCOKoQigDRoVRSJ98xMptGipma7h+fx59+ki5omW8j0Hy5PdPt2FAeA7GhVAM3l8X0aTEWrYjJJW1Vef/41bFUpdaoIrQoAslT2VjWj4bs5c+bEW9/61hgYGIgtW7bEwMBA9Pbu/+X/wAMPjCVLlsRDDz006W1s3LhxzHUiIpYuXTrldUbfb0RM+74ByIZQRJqmO4A31cDdeEUYwBseuJvstrzuACAdZQ9FAADs9/+6b2XDs9xNJY8Lm+rH1McuYmq2c7gBPAAAAIDcSdqq8tipIhq0qqkYwAMAciLR8N0tt9wS73jHO+L444+P008/Pf7hH/4h5s6dG6tXr46IiFtvvTVWrFgRF1xwQZx00klx5513xu7du+OLX/ziyG2sXr06brzxxpE/33bbbbF06dK4+uqr4zd+4zfi6quvjnPPPTduvfXWlu+31fuGMsvrGyWYjEEgspJk6K6TpjuAN9XA3XhedwCQDgN4AM1pVRSJ98tkpadWi568/rw0gAcAhaBTATSnU1E0WhVpSvIzMLetygAeABRGmVtVouG7o48+Or70pS/Fj370o/jHf/zHGBoaijPOOCOef/75iIi4+eab49Zbb43bb7896vV6HHXUUbF06dLYtWvXyG0ce+yxceSR+3+p2bhxY7z//e+PK664In7wgx/E5ZdfHhdddFE8+uijLd9vq/cNZScWUTRiEWlpdva74YG7mQzdtfvsd0klGboDAADIglZFkehUTGY6f0nY7Off+IVMnVjUVN/Uvo60ee5AbJ470LbbBwCmVuZFTQBp0akoGq2KyWhVzWlVAJCtsraqWRGxN+uDyIvu7u4YHByMuXPnxs6dO7M+HJi2et0wBsUxb/v6rA+BEhlc1jfmz+04w139De39GVubO3nASmvYzusOANLRM+53j7zSO4rLY1ccHqupaVXF1dXVFYsWLYrHH3889uzZk/XhtJ33y9Uw64A5cfy5y+PZB1bF3teGWr7edH73G//zr9nCpc0d+HlZOynh4qmv3TnplyxiypfpPrchzzyvKat2PbeL0Kq8fy42jx9loFNRJFoVU6lkq9KpAKBQytaqEp35DgDSZqcm0jR33cpUznI3lXafAa/RgF3aZ7nzugOAdJR1pyYAqCrvl5nKdHcV7xn10UwndhVP7D9cPuFTdg8HAACA9tOqmEolW5VOBQBkyPAdlFCz04RD3ohFMNbwsF3aQ3ejed0BQDoM4AE0p1VRJN4vk5bN61bm8nfF+qZptKb/cPnIQiaLmQAgv/L4uwdA3uhUFI1WRVpK06p0KgAojDz+7jEThu+gpMQiikYsIi2bd7X/l7V2n/0OACiWssUigHbQqsjKvO3rY9729Ymuo1MxmWa/9w0vYhp9uZ8n/F2xEzuKJ1rUdM/rHwBAIehUAM3pVGRlOp0qQqticpVrVToVABROmVqV4TsoMbEIqCoDeK0RaAEAgE7SquiU4YVMoxczTWdhEzTS6C8Jm+0cnsdFTVO6JyYsZur5aV9WRwMAJFSmRU0A7aJT0Uk6Fe1UqVb1Op0KAIqlLK3K8B0AuWEQiDQZwGuN1x0ApKMsoQgAiqzZ7uFJFjZ5v8xURu8a3urvgXlb1NRwR/Emu4db2AQAAACtm6pVJR3A06qYShVblU4FAHSa4TsoOTs1UTRiEXSe1x0ApMMAHkBzWhVpa3SWu2aXb5X3y2Rl8+/+bmz+3d9t+/3UN9UbnuVuKhY2AUAx6FQAzelUtEOSVmUAj6LIa6vSqQCgOMrQqgzfQQWIRRSNWERanP0OAOi0MsQigHbTqigSnYo0NdtRfMJCpmuvbe8Btdmry/ri1WUWQQFAVnQqgOZ0KopGqyJNWhUA0ElFb1WG76AixCKgqgzgtUagBYD0FD0WFcknP/nJ2Lt375iPgYGBCZfp7++P3bt3x4MPPhgnnnhi09u98MILY9OmTfHyyy/Hpk2b4oILLkh8v9O9b6gKrYq0TOf9bKs7jyc5ox60qtGipil3D2/zoqb6ifXE12m2q/j4hUwWNQFAdnSqztGpoLh0KtKUtFW12p60Ktql6K2q1U6lVQFAPhS5VRm+AyCXDAKRJgN4rfG6AwCK6IknnogFCxaMfJx88skjX7v66qtj+fLlceWVV8Zpp50WW7dujfXr18chhxwy6e2dccYZ8eUvfznuuuuuOOWUU+Kuu+6Ku+++O04//fSW73e69w3A9KQ1gGcRE53y83UrRxYxTbqQabScLWqKaLywaardwy1qAgCqQKcCICK9ATytik4peqtK2qmGvw4AkMTsrA8A6JxarRb1evK/RIes7JjfKyBRDGe//s8S/Ij1ugOAdGxetzJ6/KVNR7z66quxbdu2hl+76qqr4oYbbog1a9ZERMRll10W27Zti4svvjg+//nPT3qd9evXx0033RQRETfddFMsWbIkrrrqqrj44otbut/p3vecOXPioIMOGvlzd3f3mH+SXx6r6TnnnHNiw4YNWR8GU+jq6hrzzzz7+eHnxWE/ezDRdd704rjn3wFzUjwi8mrW64/zrIwf7643vjHhFdr7Ovzu274bS360JNF1Tnnxxnj8Q/v/3NXk/4N7/vDGOOAfr53G0dGKvDy3IU2e15RVp5/bW9b/Vbz9wms7cl/NlP19c5k6VcTkrQrKyJoq0pZ07YV1GjBW/cR61P659Y3Qe37aF09dmuw+Xl3WF7MLfPYdACiqoq6pMnwHFSMWUTQGgUjL5l0ro+eQlH9ZO3vsH/2MBQBGK2osKpqFCxdGf39/vPLKK/HII4/EihUrYsuWLXHCCSfEkUceGffff//IZYeGhmLDhg1x1llnTbqw6Mwzz4xPfepTYz533333xVVXXdXS/UbEtO+7r68vrm2wW2h/f38r/ynIAY8VZXXKKadkfQgtWpT1AVAgx51zZab3f/y5md59Q4OLBpNf6f3pHwczk/VzG9rB85qy6uRze3Bwecfuq8rK1KkiJm9VUFb+vh+osnlX/nbs+PQ/tX6Fa69t+xnwWvW2S17/l4TDdwBAdoq4psrwHVSQWARUVSoDeGdP/eUy/Iw19AoA6SliLCqSRx55JC699NJ46qmn4ogjjohrrrkmHnrooTjppJNiwYIFERETdv3etm1bHHfccZPe5oIFCxpeZ/j2mt3vjh07pn3fK1eujFWrVo38ubu7O/r7++Ooo46KnTt3NvmvQZY8VjPnDHj51NXVFaecckp8//vfjz179mR9OC1JevY7qmfWAXPiuHOujOce/HTsfW0o68OJFz//cLIr9LX3d8upzn534iSDdn8/N9l9OPtde+TtuQ1p8LymrLJ8bmd9Brzh989lVLZOFTF5q4IyK8Pf95Mf1l5QNHkbwGt29ruRobvXXbg34h9nJbsPZ78DgOwUbU2V4TsAck+MIk3THsBrMnRXNl53AEARrFu3buTfn3jiidi4cWM888wzcdlll8XDD+9byL53794x15k1a9aEz43X7DpT3e/o3ciT3vfQ0FAMDU1cdLdz504DXQXhsZq+ogx2VdWePXsK8xj97LAl3s/Skr2vDeVikOPQPz412aKmP//zti5qenDhgxMWNQ0vZHppkutcMJhsYdOe3o9a1NRGeXluQ5o8rymrLJ7b3rO2T9k6VcTkrQqA1ll7QdEUYQBv/NDdaAbwAIB26cr6AIBs1GqT7wgCebRjfm/Wh0BVnR2JB+/K8jPW6w4A0rHZX9Z0zO7du+OHP/xhLFy4MLZu3RoRMWYn8IiIww8/fMJO36Nt3bo18XVG3+/wbUznvqHKyvI+inzwfpayWnzM/4rFx/yvtt9P/cR6vO2SGPloxYVTr9ue4NUC7WQKAGWiU3WOTgXFpVORNq2Kssprq0raqSK0KgDISpFaleE7qDCxiKIRo0jL5l1Nflk7O6Y1dDean7EAwGhFikVFNmfOnHjrW98aAwMDsWXLlhgYGIje3v3vIw488MBYsmRJPPTQQ5PexsaNG8dcJyJi6dKlU15n9P1GxLTvG6rO+yjSMG/7eruJUzjzrvztKb8+fiHT4i8U++flW+KReEs8kvVhAEBl6VSdoVNBselUpEWrooi0KgCgk4rSqgzfQcWJRRSFGEXaGg7gzXDgrowMvQJAeooSi4rklltuiXe84x1x/PHHx+mnnx7/8A//EHPnzo3Vq1dHRMStt94aK1asiAsuuCBOOumkuPPOO2P37t3xxS9+ceQ2Vq9eHTfeeOPIn2+77bZYunRpXH311fEbv/EbcfXVV8e5554bt956a8v32+p9AxNpVUyXdkTRNVrUNNXu4e1e1HTnY/XE12m2q/j4hUw9y96V+D4AgHToVOnTqaB8dCpmQqui6IreqlrtVFoVAORDEVrV7KwPAAAmI0LRbpt3rYyeZX1tu/1arRb1evKFSnmzY36v1yMAkEtHH310fOlLX4r58+fHCy+8EA8//HCcccYZ8fzzz0dExM033xxvfOMb4/bbb4/DDjssHnnkkVi6dGns2rVr5DaOPfbY2LNnz8ifN27cGO9///vj+uuvj+uuuy6eeeaZuOiii+LRRx9t+X5bvW8AZs77Vcpk3pW/HSd8tfVWtfgLtXjsj9vXnu58rB6XL062cOrCvRH/OGvs56baObxn2bti87pvTefwAAByRacCIEKrolyK3qqSdqoIrQoAmNysiGgy318d3d3dMTg4GHPnzo2dO3dmfTjQUWUYDqEcRCg6rZ3Dd8PK8jPW6xMA0tGJ3z9G0zuKy2NXHB6r9JXlfVTRdXV1xaJFi+Lxxx8fswA0a96fMhOzDpgTx5+7PJ59YFXsfW0o68MZMfw74t4PJ7teOxc0DUs6gBcR8cSsqRcyjWdR08zl9bkNM+F5TVnl6bmtU5GEx4+q0qloRquijMrUqpJ2qgitCgCykudW1dWhYwJyrlZr72m/oZl529eLUWSiE6cqbufP2MV/WIvFf+hnOAAUSSd+/wAoOq0KqIKeZX0jH8NmfTbZbSz+Qr5+Xt55yQfizks+kPVhAAAt0qkAmtOpgKooW6vSqQCgePLcqgzfASPEIjpteODO0B1Zy/Mva5MZP3TXiQG8HfN723fby/piR4d3rACALBXx9w+ATtOqmEw7359CJ4xfxDRe3hY13fnY1DuWDy9kGr2Yqf6Bv0l0Hz3L3jWtYwMAZk6nAmhOp2IqWhVFV9ZWNSxpp4rQqgAgS3ltVYbvAOgoA3fkVbt/WUsjxg8P3E02aFe0AbzhgbvRQ3cG8AAAAGiFRU0UTaOdw6dShEVNzXYPN4AHAABAVWhVFE3VWpUBPABgpgzfAWPYqYl2MHAH+0z3Z+xUA3eNLttuM4nGjQbuGl0GAKogrzs1AeSJVsVULGqC113++keb3flYveFZ7qZiAA8AikGnAmhOp6IZrQped3nkslUZwAOA4shjqzJ8B0wgFgFVlbdf1pIM3eVds4G7RpcHgCrI2+8fAHmkVZGGHfN7LYAiU9P5va/pjuKXx5iFTItfK/bPy3r9gKjXD8j6MACgsnQqgOZ0KtKiVZE1rao5rQoAspW3VmX4DmhILCJNYhFF0u5f1pr9fB0euJvJ0F1ezn7XylnuAID8xSKAPNKqmEyz96fjFzLpVGQptUVNl8eku4e3fVHTVVclvkqzXcXHL2TyOgWA7OhUAM3pVExFq6JIqtiqWu1UWhUA5EOeWpXhOwA6wptQiiSLAby0z3KX1QBemgN3hvYAAABoRcP3p1PsHq5TkaVpL2q6PKZcyDRa3hY1RTRe2DTV7uFepwAAABSVVkWRVLFVJe1UEV6nAIDhO2AKdmoCaJ9arZbKWe6m0qkBvHae4c4AHgBVkaedmgDySqtiKsMLmKZayDT+8lAEJ8f/iJPjf2R9GBNNcwCv0e7hk/E6BYBs6FQAzelUNKNVUVZlaVVJO1WE1ykAZCUvrcrwHTAlsYg0eQNKkbTzl7XN61bm5pfBIjCAB0BV+P0AoDmtCiiDZr/3DS9iGr2Q6e2/lWxRU6s7ii/ur418tNVVV01rYC+Jnn/ti55/1ZEAIA06FUBzOhVQFpVrVToVABROHlqV4TugKbGINBnAo0jS/GVteOBu9G1u+Wz7fxnsxNnvol5v/30AQEXkIRYB5J1WRVp0KrLU6Pe+ZjuHp7WoabJFTIkXNTVbpDS8kGkGi5mavU6HFzKNXsxkYRMApEOnAmhOpyJNWhVZqlSrmoFWW9XoPwMA6ci6VRm+AwCYwkx+WWs0cDeeAbzWOPsdAAAA7WBRE1navG5lw53DpzKdRU2jFzA1W7SUyqKmlHcPb/Q6bbZ7uIVNAAAAFJFWRZa0qtYkbVU6FQCUg+E7oCV2aiJNQhFl12zgbjwDeK0xgAdAVWS9UxNAEWhVpEmroqwu/a3/Epf+1n9JfL1pLWpK4Sx3U9kxv7fhWe6mYmETAMycTgXQnE5F2rQqyqrKrUqnAoB0ZNmqDN8BLROLSJNQRJG08staK2e5Y+YM4AFQFX6nAGhOqyIN87avj3nb12d9GFTYV9f9S+LrNNtRfPxCpkvPT76oqVWL+2qxuK+9P4/ffGwt3nysn/kAkBWdCqA5nYq0aFVkTatqTqsCgGxl1aoM3wGJiEWkqZ0DeDvm9xrwI1WNfllLc+DO2e8AgPEsbAJoTqtiuixkIk/SWtQ01e7hSRc1NdtRfPxCpnYsahq/kOnnv5f8NuwqDgDp0KkAmtOpmAmtijzRqhqbaavSqQAgPVm0KsN3AJTK+KE7A3ikafSwXTt+cTOA1xpnvwMAAGC6LGQir6a7qGl4EdNkC5lGS2NR01S7h6e1qGmq3cMN4AEAAFAmWhV5pVXtl2ar0qkAoLgM3wGJ2amJNKUxHDc8cDfZbRnAo0gM4LXGAB4AVWFXcYDmtCqaGV7EZCETeZdkUdNX1/3LtBZBJbW4vzayiKmVBUvTXdQ0vIhpsoVMoxnAA4Bs6FQAzelUtEKrooy0qtbpVACQjk63KsN3wLSIRaRpusNxUw3cpXUfUDaP3VOPx+5p72BcpxjAA6AqLGwCaE6rAsqi2SKl8QuZ/mLd0Yluv9Udxf/z+X868lF4/8cj+z4AgBnTqQCa06mAsmi1U2lVCehUAJCqTrYqw3fAtIlFZCXJ0B0UUTvOfpfJ0F07z35Xr7f97HoAkCcWNgE0p1UxGR2Jomm0sGmq3cPTWtQ02SKm/7w+2aKm6ewo/uPnk3WepjuKDy9kGrWYqWfZuxIfFwAwkU4F0JxOxVS0KookaaeK0Koa0qkAoG061apmd+ReAKCJHfN7Y9729VN+vd33AXmy5bMr44QPz+zMbrk4w129HpHWXyw0GLbzugYAAKAV3j9SNM12Fh/vL9YdHZ9c9q8tX/7S8/9L/Fr8WsuX/8/r/zQ+13tLy5df3FeLx1Yma1M/fr4ebz629Y7089+LOPT/O+6TTXYO71n2rti87luJjgsAAADSplVRJEk7VYRWNWKKVqVTAUCxOPMdMCN2aiJNjQbs0j7Lnd2jKJLpngEvk7PcTWUmZ6gbPsPdFLfhdQ1AVdhVHKA5rYqpeP8I+/zFuqMT70AekeNdxRuc5W4qdhYHgJnTqQCa06loRquCfarcqnQqAEhHJ1qV4TtgxsQi0jQ8bJf20N34+4Ayyt3Q3Uw0Gbgbz+sagKqwsAmgOa0KqKpmi5TGL2T6s3Xz2nYsj62sJ95NPKkfP19PvAAKAEiPTgXQnE4FVJlWBQB0UrtbleE7IBViEUB7NDv73fDAXe6H7loZpGvhLHcAgIVNAK3QqphMK5u3tHtjKGinRouapto9POmipmY7iqexkKnZIqXxC5nq9QMS34ddxQEgHToVQHM6FVPRqig7rao5nQoA0tPOVjW7bbcMADm2Y35vzNu+PuvDgJZs+ezKOOHDfWM+l/thu0bq9Yjxf7GQ4qCd1zUAAACtaPT+cbLFS95rUkTNdhWfqf+8/k/jc723jPlc2juH//j5erz52NqEz02mXj8garXXEt1Hz7J3xeZ135rW8QEAAEBatCrKTqtqTqcCgPybFRF7sz6IvOju7o7BwcGYO3du7Ny5M+vDgUKqO1sRBSNIUSR2MWuN1zUAVdGzrK/5hULvKDKPXXF4rPJLq5qZrq6uWLRoUTz++OOxZ8+erA8nU95rlsesA+bE8ecuj2cfWBV7XxvK+nBy4y+X7Uh8nQ/WL2rDkcxM0gG8iCjNwibPbcrI85qyKuNzW6eqBo8fzIxORZq0Ksquqq2qLJ0KALLWjlbVlcaBAQyrjT+jEeScYSYoH69rAKpi87qVWR8CQO5pVaTFe03K7s/WzWv5sv9X/EH8X/EHbTyazqjXD4h6/YCsDwMASkGnAmhOpyJNWhVlV7VWpVMBQLra0aoM3wGpE4sA2sPOZfnQMzg/egbnZ30YABARFjYBtEKrIgs9/9oXPf/a2o6KUATDi5hGL2Sazlnm2q3ZIqXhhUyjL2fBIgCkQ6cCaE6nIitaFWVTtlY1TKcCgPSk3aoM3wFQed60UiQG8FrTjtf1+KE7A3gAAADV0uy95vAiptELmSxqokga7SjebOfwoixqarZ7uEYMAABA0WhVlF1VW5VOBQD5ZPgOaAs7NVE03rRSJAbwWpPG63p44G6yQTsDeADkgV3FAZrTqkhLo/eazXYOt6iJIvmzdfMa7hw+lbwuamp0ljsAoL10KoDmdCrSpFVRdloVADATabYqw3dA24hFFI0BPCif6b6upxq4a3RZAMiahU0AzWlVpGXH/N6GO4dPxaIm6Jx7ag/EPbUHEl9PHwaAdOhUAM3pVKRJq4J8m06r0qkAID1ptSrDd0BbiUUA7eHsd+2RZOgOAPLGwiaA5rQqgOY2r/tW4uvkYUfx8QuZ2jmA17OsL3qWWagIAJPRqQCa06kAWlPVVpVkAE+rAoCppdGqDN8BwCh2jaFIDOC1ptnrenjgbiZDdwb2AAAAqqX+m/XE17GjOEVSpEVNU+0ePp0BvKmMX8hkURMAAAB5oFVRdlrVRMOdSqsCgM4wfAe0nZ2aKBoDeBSJAbzWNHpdp32WOwN4AOSBXcUBmtOqSItFTZRdnhc1DS9iamXBUhq7ik+1e7hFTQDQmE4F0JxORZq0Ksquiq0qaaca/joAMNFMW5XhO6AjxCKKxgAe7LP4D2ux+A/L8TN8x/zeVM5yNxUDeADkgYVNAM1pVaTFoibKLsmipr0f/q3Y++HfauPRdM6O+b0Ndw+fjEVNANCYTgXQnE5FmrQq2K8srSppp4rQqgBgMjNpVYbvgI4RiwDaox1nvxs/dFeWATwAqAoLmwCa06rIwuajV8bmo/1/mmJpNoA3fiHT4i+0/+frH9bPTXT5VncUrz1+8MgHAJAOnQqgOZ2KrGhVFE2rnaoMrUqnAoD2mG6rMnwHAJNw9juKJI0BvOGBu8kG7cowgFfvWdT2+3D2OwAAgGpptqP48CImC5koskYLm6baPbxIi5omXcj03/+fRLdvR3EAAADyQKui7JJ2qojitKq0OlWEVgUAaTN8B3SUnZooGgN4FMl0B/CmGrhrdNmiM4AHQFXYVRygOa2KtDRa1GQRE2Wzed23Gu4ePpm8LmoavYip6c7hBvAAIBU6FUBzOhVp0qoou6SdKqIYrWpKBvAAIDXTaVWG74COE4soGgN4lFWSobuyMYAHQFVY2ATQnFZFWuq/WbdzOOTY8vhYLI+PJb+iATwASIVOBdCcTkWatCrIt2m1KgN4AJCapK3K8B0AQIk0O/vd8MDdTIbuqjqwBwBF9YN/vDbrQwDIPQubKIId83ttEkXmtpyf7C8i87Cj+PiFTNs++Nb2Hcyu1z8AgIZ0KoDmdCqKQqsia0k7VURJWlWSATytCgCmlKRVGb4DMiEUUTRiEUXSaAAv7bPclWEAz9nvAAAASFs7GtL4hUw6FVkrygDeVLuHp76oadxCpp6z7SgOAABA9rQqyq5IA3haFQAUm+E7IDMG8CgasYgimbd9fSpnuZuKAbzWGMADAIBi0KpIS1oNaardw3UqspbXAbzhRUyTLWQaLZVFTVPsHm5REwAAMF06FWnSqii7PA/gaVUAUB6G7wAgAbEIyscAHgBl1rOsL95+4bVZHwZAYVjYRFqm25CGFzG1cn2diqKY9dnHYtZnH8v6MNLx3/+f/YuYJlnINJpFTQCwn04FkIxORZq0KthPqwIAIpK3KsN3QKaEIoD22fLZ5Ds7JVWGs9+12+a522Pz3O1ZHwYAFdOzrC96lvnLE4Dp0KvIQquLmCBPmu0qPn4hU602q92HFP9Srye6fKs7iv/gg28d+WgnPwsAKCOdCmD6dCqy4v0pRdNqp9KqWufnAABlNd1WZfgOyJxQRNF4U0mRGMBrTTvOfmfoDoBOG45DFjMBQD40a0hJdg6f7n1AuzVa2DTV7uFFWtQ02SKmHxyS7Hia7Sje6GeB1zYAZaBTAUC+aFWUXdJOFaFVNaJTAVBWM21VsyJib3qHU2zd3d0xODgYc+fOjZ07d2Z9OFA59YRvMiBr87avz/oQoGUnfLj9f7n52D3F/zle2/z4jK5v2A6ALDQLQ3pHcXnsisNjVU5aVURXV1csWrQoHn/88dizZ0/Wh1NY4xtSOxYr6FStm3XAnDj+3OXx7AOrYu9rQ1kfTmn0LFua6PL1evv/evKYhBv/bUt4+2/flezym/9/YxeAtfKzIMlr23ObMvK8pqzK/NzWqcrN4wfZ0alIk1ZF2SXtVBFaVUTznwVe1wAUUZqtanaaBwYAVbJjfq83lVAy9Z5F0xrAM3QHQBbsHA7QXrVazcImUtGJnYF1Kpi+4d3H5yRcAPWDQ5Itauo5uy/qTyb7/4rXNgBFoVMBtJdORZq0Ksi3vLYqr2sAiqQdraor9VsEmKZawjcLALRuy2dXNr/QDC3+w+r9HN88d7vBOwA6qmdZ38gHAEDEvq6qrZK1zevuT3T5Wm1Wm45kv39psjD1X+r1MZcZauNC1voZb4v6GW9r2+0DQFZ0KgBgPK2KrCXtVBFaFQCUQbvXVBm+A3LFG2+KphO7QUFaDOC1pt6zaMqvDw/cGboDoJMsZALIhlZFno1fyOR3BbJWlAG88QuZRku6qOkHh0z99QkLmS6/PNHtR2jQAOSTVgXQeToVeadVkSdFGsArUqvSqQDIo051qtltvwcAKDmnVKdItnx2ZZzw4fb+krn4D2vx2D3t232pE+o9i6K2+fExnzNsB0Cn+UtJgHyo1WpRb+MOs5DUVIvtepb1xeZ17d98Byazed390bNsacuXr9VmRb2+t41H1HxX8Zn6wSERb9819nNT7hx++eURd96Z6D40aADyQKsCyJ5ORR5pVeRV0k4VoVW1QqcCIA+y6FSG74DcEYooIm8qYZ9OnF2vU+o9i7yuAciEhUwAwHhJdre3qImiGN6BfEfka8fsoXo95iQ8o8QPDokYetsUi5jGM4AHQIFoVQDAeFoVZaRV3dnyxXUqALKSZacyfAfkkgE8gPZpx9nvxg/dzdu+PnbMz1eMAoA8s4gJIN+0KrJiAQNF1GxX8eGFTMPy2JGSLGoaGv7/w+WXt+14/CwAoNO0KoD80qnIkvenFE3SThWhVTXj5wAAWchDq+rK+gAAJpNkhxzIg7y96YappHGGui2fXTny0UgZYovXNQDt1LOsb+QDgPzTquikedvXj3lfnXR3cL9fkLVGC5c2r7u/4ecjiteRhur1kY8RCc9k12wB1PDPgaL9twGg2LQqgGLQqeikRu9PtSqKJGmnitCqGtGpAMhCnlqVM98BQIqcUp0ime4Z8JIM7uVxN6ikvK4BSFteohAAkD9Tvf/cvG5lot8jepb1JV4IBWmaagFTI3nrSI12FB9qdnaJO+9Mtqv45ZdPWAilQwHQaVoVANBIs/enWhVFkrRTRWhVw7QqADotr63K8B2Qa7VaLerN3iBAzhjUoazSOFteUXldAzBTeQ1DACSjVdEOSd5vWtQE+9V27FtsVJ/Xvp/LTRcwNTKNRU3z/j//Mfn9AMAMaFUAxadT0Q5J10VoVbBPJzpVhFYFQHkVoVUZvgNyTywCaJ9mZ79LY+AubztBAUCnFCEMAZCcVkVRWMhEETXrSMMLmcZ/rt0Lm9pl8RVPRETEloyPA4Bq0KoAykenoki0KoooaasqcqeK0KoA6KyitaqurA8AoBW12sS/UIc8M2hEkTQasNvy2ZWpnumuDGeN87oGoBU9y/pGPgAoL62KNCV9v9lsodLmdSstZqLQGnWk2o5aw8G70V/PlTvvnPLLi694YmQxU0TECZu8fwCgPbQqgPLTqUjTdNZFaFWUXdJWlbtOFaFVAZALoztVEVuVM98BQJvsmN9bioEjqiHNQbvJlOEMeF7XAEymiFEIAMiPpO83N69bOeH3D4uYKJN529dHT1ey37Fzt7P4nXdGXH75mE+NXsQ03gmb+mLLSV7HAKRDqwIApms66yK0KsouaavKXaeK0KoAyExZOpXhO6AwarVa1Os5e0MCTRjUgfLxugZgtLIEIgCS06pI23QG8ICcu/POWLyh9d3OLWoCYCZ0KoDq0qlI23QH8ICc06oA6KCytaqurA8AIIlaLYen5AagZYbWACiDnmV9Ix8AVJtWRVaOOq4vjjrO7yKU2+Y9yRf21Hb4uQxA9ehUAEToVGRLq6IKkrYqnQqAqiprqzJ8BxSOWETR7Jjfm/UhQK6UYQDP6xqgmsoahwCYGa2KNDV7vzl+IZNFTZRdGQbwHluS7OwTJ2zyugagOZtDAdCITkWaWu1UWhVVUoYBPK0KgHaoQqsyfAcAHWBQB8YygAdAkZQ9DgEA+dLo/eZUu4db1ETZGcADgP10KgCgk5J2quGvQ5kZwAOA/arUqmZnfQAA01Gr1aJeT/YGALK2Y35vKQaOgP28rgHKqyphCIB0aFWkbcf83jj54NYXZRx1XF/0P5d8QAlKaek39/0zZz+WH1tSj8UbWn9dn7CpL7ac5HUNwD5aFQCt0qlIW9JOFaFVwYicdqoIrQqA6atqpzJ8BxSWWESRGM6BieZtX+/scQDkTlUDEQAzp1UBtM/mPSujp2uK39WHFzKNUqv9Iur1X2/jUbXPrI/eFxERm9d9N+MjASBrWhUA06FTAbRX0lZV5E4VoVUBsE/VO1VX1gcAMBO1Wv5OyQ2jzdu+3uAdTKEMrw8DhADF17Osb+QDAGZCqyJNP3wp2SK5o47zuwzltnlPg521l36z4eDdsFrtF208ouQeWzL163rWR+8bWcwUEdGz7NR2HxIAOaRVAZAGnYo0Je1UEVoV5Ze0VeWtU0VoVQA0p1Pt58x3AJCyMgwTQSeV4Qx4O+b3eu0DFJAwBADk3Q9fqsfJB7e+WO6o4/qi/7kGiz6gJDbvWRk9y05PdJ287Sz+2JJ6LN4w9nU9ehHTeD3LTrWrOEBFaFUAQJ4l7VQRWhXll7RV5a1TRWhVADSmU01k+A4ovFqtFvV68t11IG0Gb6DaDOABFIdABEA7aVWkzQAelM9jS+pRq/2s5ctb1ARQXjoVAO2kU5E2A3hQTloVAMO0qskZvgNKQSwiS4ZtYOaKfvY7PwcA8k8cAqCTtCqyYiETVbB53aOFP/sdAEREvP3Ca7M+BAAqQKciS1oVVZC0VelUAOSRdVXNdWV9AABpqdWS7aoDMzFv+/qRDyAdRXw9+TkAkH89y/oEIgAyoVWRph++NPUiuf7nVlrMRKVsXvdo4uvUar9ow5FMX73+pkSX71l2apuOBIBOGe5Uhu4A6DSdijS12qm0KqokaavKW6eK0KoAqmi4VVlX1RpnvgOABAzZAH4OABSDMAQAlM0PX6rHyQePXSxnERNVVoYz4NXrb4pa7WctX75n2amxed1323hEALSDTgUAlI1OBROV4Qx4WhVANWhV02P4DiiVWq0W9frUu+tAUgZtoHPmbV8fO+b3Zn0YDflZAJB/4hAAeaNVkbYfvlT3/hSmaXgH8h2Rr/ZkURNAeWlVAOSJTkXadCqYvrx2qgitCqDMtKqZMXwHlI5YBFBseRvAE4sB8k8cAiDPtCqA9mm2o/jwQqbR8taeEvmrN7/+LxY0AeSZVgVAXulUAO2VtFUVulNFaFUABaFVpcPwHVBKYhFp2jG/1/ANVIzXPED+CUMAFIlWRZq0Khir0aKmRkN3o+VtYVPTHcVHFjLt07PpfbH5pLvbfFQAJKFVAVAUOhVp0qlgoqStKm+dKkKrAigDrSp9hu8AoAViEXRWVmHJ6xwg/8QhAACtCsZrNmzXSN4WNjVc1DRuIdNoFjUB5INWBUARGcAjTToVTJS0VeWtU0VoVQBFpVW1j+E7oLSEItImFkFndSoseV0D5J8wBEAZaFWkTauC8qnX3xS1DYe1fHmLmgCyoVUBUAZaFWnSqaCctCqAYtCqOsPwHVBqQhFAseVxZycAOkMYAqCMtCqAfNGeAEhCrwKgbLQqgPzQqQBISqvqrK6sDwCg3Wq1WtaHQIl4gwvl43UNkC89y/rEIQBKTasiTd7TwszlbWf++pIXE12+Z9P72nQkAETsb1V6FQBlpVWRFp0KZi5vnSpCqwLIG60qO4mG7z75yU/G3r17x3wMDAxMuEx/f3/s3r07HnzwwTjxxBOb3u6FF14YmzZtipdffjk2bdoUF1xwwZivf+xjH4tHH300BgcHY9u2bbFmzZp4y1veMuYyd9xxx4Rj27hxY5JvDwBaIhZBZ3UiLHldA2RLGAIAmD7vaWHm8rawyaImgGxpVQAA06NTwczlrVNFaFUAWdOq8iHxme+eeOKJWLBgwcjHySefPPK1q6++OpYvXx5XXnllnHbaabF169ZYv359HHLIIZPe3hlnnBFf/vKX46677opTTjkl7rrrrrj77rvj9NNPH7nMkiVL4jOf+UycccYZ0dvbG7Nnz477778/fu3Xfm3Mba1du3bMsb373e9O+u0BJWWXJtImFkFnGcADKB9hCIAq06pIm/e0UD5JFzW9/cnfb9ORAFSDVgVAlWlVpEmngnIygAfQWVpV/sxOeoVXX301tm3b1vBrV111Vdxwww2xZs2aiIi47LLLYtu2bXHxxRfH5z//+Umvs379+rjpppsiIuKmm26KJUuWxFVXXRUXX3xxRET8zu/8zpjrXHHFFfHCCy/E4sWL4zvf+c7I51955ZVJj62ROXPmxEEHHTTy5+7u7pavCxRPrVaLer2e9WEAAEBlCUIAsJ9WRVryuBMyFNG87esLu0Bw80l3x6wD5kTE8qwPBaBQtCoA2E+rIg06FaSjyJ0qYl+rAiA5rSrfEp/5buHChdHf3x+bN2+OL33pS3HCCSdERMQJJ5wQRx55ZNx///0jlx0aGooNGzbEWWedNentnXnmmWOuExFx3333TXmdX//1X4+IiB07doz5/Dvf+c7Ytm1b/OhHP4rPf/7z8W/+zb+Z8nvp6+uLwcHBkY/+/v4pLw8Un52aSFOR3+BCETn7HUBx2YkJABrTqpiuedvXj3wA6cnba6rZjuKbT7rbYiaAadCqAKAxrYrp0qkgfXl8TWlVAO2hVRVDojPfPfLII3HppZfGU089FUcccURcc8018dBDD8VJJ50UCxYsiIiYcOa5bdu2xXHHHTfpbS5YsKDhdYZvr5FVq1bFd77zndi0adPI59auXRv33HNPPPfcc3HCCSfEddddF9/61rdi8eLFMTQ01PB2Vq5cGatWrRr5c3d3twE8ABLZMb83l290oaw6sbOT1zVAeoQhAIB0eb8K7Ze3ncXrS16M2obDxnzOIiaA6dGqAADSpVVBe+WtU0VoVQBp0amKJ9Hw3bp160b+/YknnoiNGzfGM888E5dddlk8/PDDERGxd+/eMdeZNWvWhM+Nl+Q6n/70p+Ptb397nH322WM+f/fd+//HvWnTpqjX6/Hcc8/Fe97znlizZk3D2xoaGpp0MA8or1qtFvV6PevDoEQM6kBnGcADyDdxCACS0apoxvtToL7kRT8LAGZArwKA1mlVNOP9KaBVAUyfTlVciYbvxtu9e3f88Ic/jIULF8a9994bEfvOZLd169aRyxx++OETzmw32tatWyec5W6y6/z1X/91/N7v/V684x3vaHqGuq1bt8Zzzz0XCxcuTPAdAVUhFAEAQLrEIQCYPq2KRk6t1SIi4tl1KzM+EqieVjZ/Gr3AKG87kAOgVQHATGhVNKJVQTZa3aRcqwLIL52qHLpmcuU5c+bEW9/61hgYGIgtW7bEwMBA9Pbu/x/2gQceGEuWLImHHnpo0tvYuHHjmOtERCxdunTCdf7mb/4mLrzwwnjXu94Vzz77bNNjmzdvXhxzzDExMDCQ7JsCKqP2ehCANHjDCp3Vid2TvK4BWtOzrE8kAoAUaFUMO7VWG1nMFBFxvN+1IBON+tO87etHPppdNm1aFUBrtCoASIdWRcT+TqVVQbYma09aFUC+6VTlkujMd7fcckt87Wtfi+effz4OP/zwuOaaa2Lu3LmxevXqiIi49dZbY8WKFfH000/H008/HStWrIjdu3fHF7/4xZHbWL16dfT398eKFSsiIuK2226Lb3/723H11VfHV7/61Tj//PPj3HPPjbPPPnvkOp/5zGfi4osvjvPPPz927twZRxxxRERE/OIXv4iXX345Dj744Lj22mvjK1/5SgwMDMTxxx8fN954Y2zfvj3WrFkz4/9IANCKHfN7nU4dOqjVnZ1mwusaoDFhCAAgfadOsajt+GV9dhWHDCTpQloVQHa0KgCAdE3VqSK0KshC0iakVQFkR6sqp0Rnvjv66KPjS1/6UvzoRz+Kf/zHf4yhoaE444wz4vnnn4+IiJtvvjluvfXWuP3226Ner8dRRx0VS5cujV27do3cxrHHHhtHHnnkyJ83btwY73//++OKK66IH/zgB3H55ZfHRRddFI8++ujIZT7ykY/EoYceGhs2bIitW7eOfFx00UUREfHaa6/FySefHF/96lfjqaeeitWrV8dTTz0VZ5555pj7BhjPLk2kzY4u0Fl2agLoLDsyAUB7aVXV02j38MnYVRzyT6sC6CytCgDaS6uqliSdKkKrgiLQqgA6S6sqt0RnvvujP/qjppf5i7/4i/iLv/iLSb9+zjnnTPjcV77ylfjKV74y6XVmzZo15X2+/PLLsWzZsqbHBtBIrVaLer2e9WEAME2d2KkJoMpEIQDoLK0KAAAmp1UBQGdpVQAAMDmtqjoSnfkOoKzs1ESaDAFB+XhdA1VkNyYAyI5WVR3fTbh4zY7ikH92FAdoD60KALKjVVVD0k4VoVVBEWhVAO2hVVWP4TsAaANvKKGzhCKA9IhDAACdZQAPykerAkiPVgUA0DkG8KCctCqAdAx3Kq2qmgzfAbzOLk2kzRtK6CyhCGBmxCEAyBetqloM4EH5aFUAM6NVAUC+aFXVYQAPykmrApg+nYqIiNlZHwBAntRqtahPIyAAkA/ztq9vW8jpRIQC6DRhCADyTauikWfXrcz6EIAc0KqAMtKqACDftCoa0aqACK0KKB+divEM3wGMIxSRph3ze72xhA5LewDPaxgoI4EIAIpDq6qO79brceoUu8hbyATF046NorQqoIy0KgAoDq2qGnQqKCdrqgCa06mYjOE7AGgzA3hQTF63QBkJRAAA+dZoYZPFTFBsaS1q0qqAstGpAADyTaeCckqjVelUQBlpVTTTlfUBAORRbYqde2A60t7dGJjadCPPvO3rRz4AyqRnWZ9IRCl98pOfjL179475GBgYmHCZ/v7+2L17dzz44INx4oknNr3dCy+8MDZt2hQvv/xybNq0KS644IIxX//Yxz4Wjz76aAwODsa2bdtizZo18Za3vGXMZe64444Jx7Zx48YZf89ANWlV1fLdej2eXbdy5AMoPq0KYD+dirLSqYAq0aqqQ6eCcppOa9KpgLLSqmiV4TuASQhFAMWWJPaIQ0AZDcchgYiye+KJJ2LBggUjHyeffPLI166++upYvnx5XHnllXHaaafF1q1bY/369XHIIYdMentnnHFGfPnLX4677rorTjnllLjrrrvi7rvvjtNPP33kMkuWLInPfOYzccYZZ0Rvb2/Mnj077r///vi1X/u1Mbe1du3aMcf27ne/O/3/AEBlaFXVsPj7tVj8fY81VJ1WBZSNTkVV6FRAlWhV5adTARE6FVBOWhXTMTvrAwDIs1qtFvV6PevDoCR2zO/1RhQ6bN729VOeedJrEigjYYiqefXVV2Pbtm0Nv3bVVVfFDTfcEGvWrImIiMsuuyy2bdsWF198cXz+85+f9Drr16+Pm266KSIibrrppliyZElcddVVcfHFF0dExO/8zu+Muc4VV1wRL7zwQixevDi+853vjHz+lVdemfTYAKZDqyqnRouYTujviy1H2U0cykSnAqpIp6JqdCqgarSqchrfqnQqKCetCqgirYqZMHwHAB1kAA86r1Es8joEykYcosoWLlwY/f398corr8QjjzwSK1asiC1btsQJJ5wQRx55ZNx///0jlx0aGooNGzbEWWedNemipjPPPDM+9alPjfncfffdF1ddddWkx/Drv/7rERGxY8eOMZ9/5zvfGdu2bYuf//znsWHDhvj4xz8eL7zwwqS3M2fOnDjooING/tzd3T3mn+SXx4pO6urq6vh9dfI+q2TRE0v2/cuBjX92nPDTG+PZI6/t3AFVxKwD5oz5J3TSm17cEC++6ZwxnzvsZw/u+5cZPic9tykjz+vievuF10aE90iTqfJ7yLJ/z2XqVBGTtyoAymmqs9wZwINysqYKqAJrqkiL4TuAJuzSRNoM4EHnec0BZSQOQcQjjzwSl156aTz11FNxxBFHxDXXXBMPPfRQnHTSSbFgwYKIiAk7em/bti2OO+64SW9zwYIFDa8zfHuNrFq1Kr7zne/Epk2bRj63du3auOeee+K5556LE044Ia677rr41re+FYsXL46hoaGGt9PX1xfXXnvthM/39/dPet/ki8eKsjrllFOyPoRyWjTY9CLHt/8oKuu4c67M+hCoqOMnfGZRqrfvuU0ZeV4Xz+Dg8qwPoRC8hyyXsnWqiMlbFcBo1lUV21QDd+MZwINysqYKKCvrqkib4TuAFghFAADkhTgE+61bt27k35944onYuHFjPPPMM3HZZZfFww8/HBERe/fuHXOdWbNmTfjceEmu8+lPfzre/va3x9lnnz3m83fffffIv2/atCnq9Xo899xz8Z73vCfWrFnT8LZWrlwZq1atGvlzd3d39Pf3x1FHHRU7d+6c8pjJlseKLGzYsKHt99HV1RWnnHJKfP/73489e/a0/f7KbEn90IiIGHxD8kFGZ79L16wD5sRx51wZzz346dj72uQLjaFoPLcpI8/rYhg+yx2tq/J7yOHvvYzK1qkiJm9VAONZV1U8tUcOi4iIvW/I+EAAAFJkTRXtZPgOoEVCEWly9jsAIAlxCFqze/fu+OEPfxgLFy6Me++9NyL27RC+devWkcscfvjhE3YMH23r1q0Tdg+f7Dp//dd/Hb/3e78X73jHO5ouPNq6dWs899xzsXDhwkkvMzQ01HC38Z07d1ZuMV5ReazopFNPPbVjrWrPnj2G76ZpeCFTxL7FsbN+9b3Y+4Z/m+g2jn/+o3YVb4O9rw0Z5KCUPLcpI8/r/NGq0uE9ZLkVvVNFTN6qABqxrir/9neq/Wa9/EyiVuXsdwBA3uhUdEpX1gcAAFW1Y35v1ocAAORYz7K+kQ+gNXPmzIm3vvWtMTAwEFu2bImBgYHo7d3/e/eBBx4YS5YsiYceemjS29i4ceOY60RELF26dMJ1/uZv/iYuvPDCeNe73hXPPvts02ObN29eHHPMMTEwMJDsmwKgkGqPHNZwQVPEvkVNSZ3Q73dCACBbWhUko1MBkBdTdaqI5K1KpwIAsqZTkQVnvgNIwC5NpM0Z8ACA0UQhSOaWW26Jr33ta/H888/H4YcfHtdcc03MnTs3Vq9eHRERt956a6xYsSKefvrpePrpp2PFihWxe/fu+OIXvzhyG6tXr47+/v5YsWJFRETcdttt8e1vfzuuvvrq+OpXvxrnn39+nHvuuXH22WePXOczn/lMXHzxxXH++efHzp0744gjjoiIiF/84hfx8ssvx8EHHxzXXnttfOUrX4mBgYE4/vjj48Ybb4zt27fHmjVrOvhfCCg7rSpfplrENF7SXcUj7CwOAHSWTgXJ6FQAWlWeJOlUEc6ABwDkn1ZF1gzfASQkFAEAkDaBCKbn6KOPji996Usxf/78eOGFF+Lhhx+OM844I55//vmIiLj55pvjjW98Y9x+++1x2GGHxSOPPBJLly6NXbt2jdzGscceG3v27Bn588aNG+P9739/XH/99XHdddfFM888ExdddFE8+uijI5f5yEc+EhERGzZsGHM8l19+eaxevTpee+21OPnkk+PSSy+NQw89NAYGBuLBBx+Miy66aMx9A6RBq6qGWX+875+b12V7HABA+elUMD06FcA+WlX56VQAQCdpVeTFrIjYm/VB5EV3d3cMDg7G3LlzY+fOnVkfDpBzQhFpcvY7AKgmgYhO0DuKy2NXHB4r8qAdraqrqysWLVoUjz/++JgFoEwu6a7iU+0oPryQabzN6+wqPhOzDpgTx5+7PJ59YFXsfW0o68OB1HhuU0ae152lU3VOld9DVvl7LwOPH5CEdVXZS9qpIpK3Kp0KAGgXrYpOSNI6nPkOAHJgx/xeA3gAUBHiEABAedV/68VEC5tmvfzMhEVNkw3dDetZ1mdhEwCQGq0KAKCcknaqiOStSqcCANKmVZFXhu8ApqlWq9mlCQCAlolDAEA7aVX5MZ0BvPgvk+8q3oiFTQDATOhUAEC7aVX5MN0BvCStSqcCAGZKq6IIDN8BzIBQRJqc/Q4AykkgAgA6RasqnvpvvRgREbWMjwMAqAadCgDoJK2qeLQqAKCTtCqKxPAdwAwJRaTJAB4AlIM4BABkRavKh2a7ig8vZBr5c70etVqyZU12FQcAWqFTAQBZ0qqyl7RTRSRvVToVANAqrYqi6sr6AAAAAKAsepb1iUQAAETEJAuXfuvFhp+PiGktRPO7JwAwGZ0KAIBhSTtVRPJW5XdPAGAqWhVF58x3ACmwSxNpcvY7ACgWYQgAyButKj+mWsDU8PLOgAcAzIBOBQDkkVaVD0k7VYQz4AEAM6NVUSaG7wBSIhSRJgN4AJB/AhEAkGdaFQBAdehUAEDeaVUAANWhVVFGXVkfAECZJN2VGqayY35v1ocAADTQs6xPJAIACkGrKqbpLETz+ykAVJNOBQAUiVZVTElbld9PAaC6tCrKzJnvAAAAoAlhCACATqrX64kXpPUs64vN61a26YgAgDzRqgAA6KSkrUqnAoBq0aqoAme+A0iZXZpIk7PfAUC27MgEABSdVlVczoAHAIw23Kn8/x4AKDKtqricAQ8AGE2romqc+Q6gDWq12rQWx0AjO+b3xrzt67M+DACoFGEIACgTrQoAoLh0KgCgbLQqAIDi0qqoKme+A2gTOzUBABSLHZkAgDLTqorJ2e8AoLp0KgCgzLSqYnL2OwCoJmuqwPAdABTCjvm9WR8CAJSWOAQAQJ4ZwAOAatGqAADIMwN4AFAdOhXsNzvrAwAos1qtNq3FMdDIjvm9MW/7+qwPAwBKQRgCAKpIqyquer2eeEf4nmV9sXndyjYdEQCQJq0KAKgiraq4krYqnQoAikOngsYM3wG0mVBEmgzgAcDMCEQAQNVpVRUx+Po/H8r0KACAJrQqAKDqtKoK0KkAoBB0KphaV9YHAFAFSXelBgAgPT3L+kY+AADQqoqq6UK0wVEfr+s5y+/AAJA3WhUAwFhaVTG13Kpep1MBQD7pVNAaZ74DgIJx9jsAaE4UAgCgjOr1+sQFaYONLzus56y+2PzQyvYdFADQEr0KAICySdqqdCoAyA+tCpJx5juADrFLE2naMb8360MAgFyyGxMAQGu0quKq1+sNz3I3FTuLA0A2nOUOAKA1WlVxJW1VOhUAZEergulz5juADqrVavuCA6TAGfAAYB9BCABgerQqGvkfyw6JiIgPrNuV8ZEAQHHpVQAAyWlVNKJVAcDMaVUwc4bvADpMKAIAmDlRCAAgHVpVMdWfqkftLcl2hO85qy82P7Ry0q8PL2Qa/WeLmgAgGc0KAGBmtKpiStqqknaq4c9pVQDQOp0K0mX4DgAKzNnvAKgSUQgAAPZLawCv0WKm0V+zqAkAmtOtAACoujQG8KbqVMNf16oAYGo6FbSH4TuADNiliTQZwAOg7EQhAID20qqKa7oDeP/n3L9p+fIWNQFAY5oVAEB7aFXFNZ0BvCSdKkKrAoBGdCpoP8N3ABkRikiTATwAykgYAgDoHK2qGupP7XuMvxEbMz4SACgmvQoAoDO0qvLTqQBgZnQq6CzDdwAZEooAAMYShgAAsqNVFVOzHcWHFzKN9u76mfGNWusLm+woDkCV6VUAANnQqoopaatK2qkitCoAqkunguwYvgOAknD2OwCKTBwCAIDpa7SoqdHQ3WgG8ACgMZ0KAABmJmmrMoAHAJPTqiAfDN8BZMwuTaTJAB4ARSMQAQDki1ZVXM2G7RoxgAcA++lUAAD5o1UVV9JWZQAPAMbSqiBfDN8B5IBQRJoM4AGQd+IQAEC+aVU08ufxXyMi4gOxMuMjAYB0aVUAAPmmVVVHkgE8rQqAMtKpIL+6sj4AAPap1WpZHwIAQFv1LOsTiQAACkKrqo5318+c8ut/Hv91ZDFThL/4BaA8tCoAgOLQqqpDqwKginQqyD9nvgOAEnL2OwDyQhgCAID8a7Sr+OhFTOP1LOuLzevsKg5A8WhVAACQf1oVAFWgU0GxGL4DyJFarRb1ej3rw6AkDOABkCWBCACg+JYsWRKDg4NZHwYd8u76mXaRB6C0tCoAgOKzrqpatCoAykqngmIyfAeQM0IRaTKAB0CnCUQAAFA8b5ubfCGTHcUByDudCgCgfKyrqgatCoAy0qqg2AzfAUBJGboDoFPEIQCAcluyZEk8+OCDWR8GKWu0iOnlpyLe8JbWb8OiJgDySKsCACg3A3jlpFUBUFZaFZSD4TuAHBKJmC4DdwB0kjgEAADF02zn8KSLmgAgD3QqAAAoJq0KgDLSqqB8DN8B5JQBPFpl4A6AThOIAACqR6sqtmaLmMZLsqjJjuIAZEmnAgCoJq2q2LQqAMpKq4LyMnwHAAVl6A6AThKHAACwqInJWNQEQKdpVQAAaFVMRqsCoNO0Kig/w3cAOSYSMZ6BOwA6TRwCAGA0vaqYnhist2VHcYuYAOg0rQoAgNG0qmLSqgAoC60KqsPwHUDOiUQYuAOg04QhAAAon7QWNVnEBECnvf3Ca2Pnzp1ZHwYAAJAirQqAorKuCqrJ8B1AARjAqx4DdwBkQRwCAKAVWlVxTXdR0082W8QEQOe9/cJrY3BwedaHAQBAzmlVxaVVAVAk1lVBtRm+AwAAqDhxCACApCxqqobhncQ3r8v2OACojtGdqru7O8MjAQCgSLSqatCqAOg0a6qAYYbvAApCJKqWHfN7nf0OgLYShwAAoJqa7Sg+vIhptJ5lfbF5nR3FAWgfrQoAAKpJqwIgj7QqYLyurA8AgNbVapOHBspnx/zerA8BgBLqWdYnEAEAkAqtqrieGJy4ydcb3tJ4MdMw7yMASNtwp/L/GAAA0qBVFZdWBUAeaFXAVAzfAQAAVIA4BABAO1jUVFxPDNZHFjFNtZBpNO8pAEiDTgUAQLtoVcWlVQGQFa0KaMXsrA8AgGRqtVrU6xN3+6GcdszvjXnb12d9GAAUlDAEAAA08u8OtxANgM7TqgAAgEa0KgCyoFUBSTjzHUAB2aWpWnbM7836EAAoGDsyAQDQSVpVcfy7w2tjFjPtej75bXivAUBSWhUAAJ2kVRWHVgVAFrQqYDqc+Q6goJwBDwAYTRQCACBLWlW+TbV7+K7nIw45Ntnt9Szri83rVs7wqAAoM60KAIAsaVX5plUB0GlaFTBThu8AoAB2zO+NedvXZ30YAOSQOAQAADQy1SKm8SxqAiANOhUAADAZrQqATtOqgDQZvgMoMLs0VYsBPACGiUMAAOSRVlUdFjIBMEynAgAgr7Sq6tCqABimVQHtYvgOoOCEomoxgAdQXeIQAABFoFXlx5M/rae6o7hFTAAM06kAACgKrSo/tCoA2kGnAjrF8B1ACQhFAFBeIhEAAEWjVeVHGouaLGQCYJhOBQBAEWlV+aFVAZAWnQroNMN3ACUhFFWHs98BlJ9ABAAApGU6i5p++s8WMQGwj04FAACkSasCYCa0KiArhu8AoIAM4AGUjzgEAECZ2CiqmCxkAmCYVgUAQJloVcWkVQEwTKsCsmb4DqBEhCIAKBZhCACAMtOq8qPZjuIWMgEQoVUBAFBuWlV+aFUAtEKrAvLE8B1AyQhF1eHsdwDFJQ4BAFAVWlV+NFrUZCETABFaFQAA1aFV5YdWBcBktCogjwzfAZSQUFQdBvAAikUcAgAAsvTkT+taEgAjtCoAACBLWhUAw3QqIO8M3wGUlAG86jCAB5B/AhEAAFWmU+VD7U8Pi4iIzX+W8YEAkDmtCgCAKtOq8kGrAiBCpwKKw/AdAABAG4hDAACwn0VN2RleyDSs5y/fF5v/7O6MjgaArGhVAACwn1aVjfGdKkKrAqginQoooq6sDwCA9qnValkfAh2yY35v1ocAwOt6lvWJRAAA0IBW1Vm1Pz2s4YKmiH2LmgCoBq0KAAAa06o6Z6pOFaFVAVSFTgUUmTPfAZScnZqqY8f83pi3fX3WhwFQWeIQAACQtakWMY1nV3GA8tKpAACArCXpVBFaFUCZaVVAGRi+A6gAA3jVYQAPoPMEIgAAaJ1OBQDto1MBAEAyWhUAtI9WBZSJ4TuAihCLACA94hAAAEyfTtU+9VtedPY7gIrRqQAAYGa0qvZI2qkitCqAMtCqgLLqyvoAAOicWq2W9SHQATvm92Z9CACl1bOsTyQCAIAU6FTtU7/lxUSX7/nL97XpSABoJ50KAADSo1W1R9JOFaFVARSVVgWUneE7ACghA3gA6RKIAACAIjGAB1BeOhUAAFAkBvAAymu4U2lVQBXMzvoAAOisWq0W9Xo968OgA3bM741529dnfRgAhSUMAQBAe+lUOfG7WR8AAK3QqgAAoL20qpzQqgByT6cCqsjwHUAFiUWkYfjsegb8gLIRiAAAoHN0qvap3/Ji1P70sMkvMG4hU8+m98Xmk+5u70EBkIhOBQAAnaVVtUfSThWhVQHkjU4FVF1X1gcAQDZqtVrWh0AHDA/IpX2bo2+3HfcBkIWeZX1CEQAAZECnap/6LS9O/OTvxqQ7iPdsel9bjweA1uhUAACQHa2qPZJ2qgitCiAPdCqAfZz5DgBKbsf83hmfna7ZgF0a9wGQBXEIAAAou/otL0ZtwxQ7i49jV3GAbOhUAABA2SXtVBFaFUBWtCqAsQzfAVRYrVaLer2e9WHQAdMdjktyVjsDeECRCEQAAJAvOhUAVaVTAQBA/mhVAFSVVgXQmOE7gIoTi2gkydAdQFGIQwAAkG86VfvUlzj7HUCe6FQAAJB/WlV7JO1UEVoVQLtpVQDNGb4DQCyqiGZnpktj4M7Z74A8EogAAKA4dKr2MYAHkC2NCgAAikerag8DeADZ06oAkjF8BwAV0mg4Lu2z3BnAA/JAIAIAAJjIAB5AZ2lUAAAAjRnAA+g8rQpg+gzfARARdmqqkrSH7Sa7DwN4QKcJRAAAUA46VU589N/u++e6ldkeB0DBaFQAAFAuWlVOaFUAielUAOnpyvoAAMiPWq2W9SFAS3bM7+3IECFQDD3L+sQiAAAoGZ2qfepLXpz6Ah/9t/sXM4W/nAdolUYFAADlpVW1R8udSqsCSESnAkifM98BMIbdmkhLO85+N37gzhn2oLoEIgAAKD+dqn3qS16M2obDxn5y1CKm8XqW9cVmu4oDTKBRAQBAdWhV7ZG0U0VoVQCT0aoA2sfwHQDQNmkMxzU7w50BPKgOgQgAACA99SUvJtq13aImgP10KgAAgPQk7VQRWhXAaFoVQPsZvgNgAjs1kabpDsc1G7oDqkEcAgCAatOpAMgLnQoAANCqAMgLrQqgs7qSXPiTn/xk7N27d8zHwMDAhMv09/fH7t2748EHH4wTTzyx6e1eeOGFsWnTpnj55Zdj06ZNccEFF0y4zIc//OHYvHlz/PKXv4x6vR5nn312w+NLet8ANJZ0NyFIy475vYkH7wzqQfn0LOsTiQAAgIjQqdop6WKxvL1PO+GwvjjhsHwdE1A+OhUAADCaVtUe0xlqzNN7NZ0K6BStCiAbiYbvIiKeeOKJWLBgwcjHySefPPK1q6++OpYvXx5XXnllnHbaabF169ZYv359HHLIIZPe3hlnnBFf/vKX46677opTTjkl7rrrrrj77rvj9NNPH7nM+973vrj11lvjhhtuiEWLFsV3vvOdWLt2bRxzzDEzum8ApiYWkZZmw3HDA3czGaIzgAflIBABAACN6FTtU7QBvOGFTKMXM1nYBLSDTgUAAExGq2qPIg7g6VRAp2hVANlKPHz36quvxrZt20Y+tm/fPvK1q666Km644YZYs2ZNbNq0KS677LL4tV/7tbj44osnvb2rrroq1q9fHzfddFP86Ec/iptuuim++c1vxlVXXTVymeXLl8cXvvCF+MIXvhBPPvlk/Lf/9t/iX/7lX+LDH/7wjO4bAOicRsNxMx24A8phOA4JRAAAANkowgBes93DLWwC0qJTAQAAZKcoA3hTtSqdCkiTVgWQD7OTXmHhwoXR398fr7zySjzyyCOxYsWK2LJlS5xwwglx5JFHxv333z9y2aGhodiwYUOcddZZ8fnPf77h7Z155pnxqU99aszn7rvvvpHhuwMPPDAWL14cN91005jL3H///XHWWWdFREz7vufMmRMHHXTQyJ+7u7tb/w8BUBG1Wm1aUQMaafeg3Y75vTFv+/q23geQHmEIAABIQqfKiU888/q/3N32u0q6UOmEw/piy4sr23Q0QJnpVAAAQFJaVU7ktFXpVMBMaFUA+ZPozHePPPJIXHrppXHeeefFBz/4wViwYEE89NBDMW/evFiwYEFERGzbtm3MdbZt2zbytUYWLFgw5XXmz58fs2fPnvIy073vvr6+GBwcHPno7++f6tsHqKxarZb1IUDLnEkP8s+OTAAAwHTpVO3TdLHYJ54ZtZgpouef3te2Y+lZ9o7oWfaOtt1+RMTbB/7v6Om/va33AeSfTgUAAMyEVtUeLXeqErWqnv7btSpAqwLIsURnvlu3bt3Ivz/xxBOxcePGeOaZZ+Kyyy6Lhx9+OCIi9u7dO+Y6s2bNmvC58Vq5TlqXGW3lypWxatWqkT93d3cbwAOYhN2aKBJnwIP8EYYAAIC06FTtU6/XJy4aG7WIabyef3pfbP7t9HYVH7+IadZv/VPsfeS3E91Gs13F3z7wf8dgLN9/n/23x+ajPpLsQIFC06kAAIA0aVXtkbRTRaTbqhoN2yVtVc06VaNhO60KqkerAiiGRMN34+3evTt++MMfxsKFC+Pee++NiH1nodu6devIZQ4//PAJZ6QbbevWrRPOTjf6Otu3b49XX311yssM31/S+x4aGoqhoaEWvlMAAGA6BCIAAIBiqdfrUfvqYR29z6l2Dk9rAG94MVP3gYdMvH+LmqASdCoAAIBiyVunikhnAK/ZGe5JnEbiAAA8HklEQVS0KqgGrQqgWLpmcuU5c+bEW9/61hgYGIgtW7bEwMBA9Pb2jnz9wAMPjCVLlsRDDz006W1s3LhxzHUiIpYuXTpynV/96lfx2GOPTbhMb2/vyGWme98AJDNhNyHIsR3ze5tfCGiLnmV9Ix8AAADtoFPlR88/vW9611v2jpGPZmb91j8lvv0TDuuLnv7bRz6aHk8LlwGKR6cCAAA6QavKj+m0qiSdKiJ5q0raqSK0KigrrQqguBKd+e6WW26Jr33ta/H888/H4YcfHtdcc03MnTs3Vq9eHRERt956a6xYsSKefvrpePrpp2PFihWxe/fu+OIXvzhyG6tXr47+/v5YsWJFRETcdttt8e1vfzuuvvrq+OpXvxrnn39+nHvuuXH22WePXGfVqlVx1113Rb1ej40bN8aHPvShOPbYY+Nzn/vcyGVauW8AZq5Wq0W9Xs/6MKAlO+b3xrzt67M+DKgMYQgAAOgknap96ue/mGhX8Z5/el9s/u27W7vsyHvH5AN1rXrsgOHnxe+37T6AfNOpAACATtOq2iNpp4povVXpVECnaFUAxZdo+O7oo4+OL33pSzF//vx44YUX4uGHH44zzjgjnn/++YiIuPnmm+ONb3xj3H777XHYYYfFI488EkuXLo1du3aN3Maxxx4be/bsGfnzxo0b4/3vf39cf/31cd1118UzzzwTF110UTz66KMjl7n77rvjTW96U/z5n/95HHnkkfHEE0/Eu9/97pH7bfW+AUiHWATAaAIRAACQFZ2qfaazsGkyjd83/nYkWdg067f+KfY+8tuTfn3/Qqb96qesidr3W1/Y1NN/e2w+6iMtXx7IH50KAADIklbVHml2qohG7x2TdaqI5K0qaaeK0KqgDLQqgPKYFRF7sz6IvOju7o7BwcGYO3du7Ny5M+vDAcg1oYgicfY7SJ84BFAcekdxeeyKw2NFWRXlua1TtVeShU3jdxRv7b1jsoVN4xc1NRq6G2/0wqbuAw+JwUv+OebedWLs/FXjDRwtaqKIZh0wJ44/d3k8+8Cq2PvaUNaH03FaVTkV5XcRSKrKz+0qf+9l4PEDaI1W1T5JB/CSt6rkZ8BL2qqSDuBFaFVQRFoVQDEkaR2JznwHAMPs1ESR7JjfawAPUiIOAQAAeaNT5UfPP70v4rp/m/Bayc+AV68flOgenAEPykmnAgAA8kiryo/krWp6Z8BL0qqcAQ/KS6sCKDfDdwBMm1hEkRjAg5kRiAAAgDzTqdqnfv6LTXcVv+G6+0b+/ePtPJaEQ3fTuo9T1uz7Fx0JckunAgAA8k6rao9WOlWEVgV0llYFUA2G7wCYEbEIoLzEIQAAoEh0qvZptLBp9CKmMZ+P2+PjkXQn7ql3FU9jIVOzXcVHFjK9zkZOkD9aFQAAUCRaVXtMNoCXXqvKX6eK0Kogb3QqgOoxfAcAVIYQBa0RiAAAABivfv6LcV/t0ZYum9YAXtq7h9dPWRPn/PMlEz43GS0J8kGrAgAAYLQknSoinQG8dnSq8QN4U3WqCK0K8kCnAqguw3cAzJidmigSIQoaE4cAAIAy0KnyY7oDeO1+/Da87e9H/rlnz56ml9eSIBtaFQAAUAZaVX5MZwCv3Y9ds2G7RrQq6DydCoAIw3cApEQsokiEKNhPIAIAAMpGp2qf8+qnJ9pVPJE7N7bndoFC0aoAAICy0araQ6cC2k2nAmC0rqwPAIDyqNVqWR8CAC3oWdY38gEAAFBGOlX7nFc/veXL3hC3T32BOzfu/3hd7YlfTffQ2mbH/N6sDwFKTasCAADKTqtqjySdKiJBq3pdHjtVhFYF7aZTAdCI4TsAoJKEKKrGIiYAyuiTn/xk7N27d8zHwMDAhMv09/fH7t2748EHH4wTTzyx6e1eeOGFsWnTpnj55Zdj06ZNccEFF0y4zIc//OHYvHlz/PKXv4x6vR5nn312w+NLet8AUAQzHsAbt5BpvDwubNKSIH1aFQBlolMBQDZSGcCbolXlsVNFaFXQDloVAFMxfAdAquzURJEIUVSBMARA2T3xxBOxYMGCkY+TTz555GtXX311LF++PK688so47bTTYuvWrbF+/fo45JBDJr29M844I7785S/HXXfdFaecckrcddddcffdd8fpp+//y9v3ve99ceutt8YNN9wQixYtiu985zuxdu3aOOaYY2Z03wCkS6fKjxvi9oZnuZtKHhc2aUkwczaIAqDMdCoApqJV5UfSVpXHThWhVUEatCoAWjUrIvZmfRB50d3dHYODgzF37tzYuXNn1ocDUGj1ej3rQ4CWzdu+PutDgFQJQgCMVube8clPfjIuuOCCWLRoUcOv/+QnP4lbb701br755oiImDNnTmzbti3+7M/+LD7/+c83vM7//J//M+bOnRvvfve7Rz63du3aePHFF+Piiy+OiIiHH344vvvd78ZHPvKRkcv88z//c9x7772xYsWKad/3eGV+7MrGY0VZleW5rVO1z321R6f8+sdj//8rWx26G63+tgMTX6eZrq6uWLRoUTz++OOxZ8+exNfXkcirWQfMiePPXR7PPrAq9r42lPXhjKFVMV1l+V0Exqvyc7vM33vZO1VEuR8/gE7SqtqjWaeKmFmrakenSoNWBclpVQAMS9I6ZnfomAComFqtJhYBdJAwBEBVLVy4MPr7++OVV16JRx55JFasWBFbtmyJE044IY488si4//77Ry47NDQUGzZsiLPOOmvShUVnnnlmfOpTnxrzufvuuy+uuuqqiIg48MADY/HixXHTTTeNucz9998fZ511VkTEtO97zpw5cdBBB438ubu7e8w/yS+PFWVVluf2OeecExs2bMj6MErpd757RnxzyWNjPvd/xvKRf++OUc+d/7o04nPfTHT75/xoT2x4a7p/ldXV1TXmn0n9/PDz4rCfPZjmIUEqZh0wZ8w/s/b2C68d+fei/3+E7JTldxEYr8rP7bJ/z2XqVBGTtyoAZsaaqvY4r356wwG8MQN3o11+ZqIBvNoTv8rlAN6O+b0G8KAF1lUBMFOG7wCAyhOiKCphCICqe+SRR+LSSy+Np556Ko444oi45ppr4qGHHoqTTjopFixYEBER27ZtG3Odbdu2xXHHHTfpbS5YsKDhdYZvb/78+TF79uwpLzPd++7r64trr712wuf7+/snvQ754rGirDy3mcqiwbFn9vh/x/+R0ZEkc8opp8zg2o3PZgJ5cNw5V2Z9CBERMTi4vPmFoEV+F6GsPLfLpWydKmLyVgUAeXVe/fSo1WqtX8EAHpSWNVUApM3wHQBtY6cmikSIokgEIgDYZ926dSP//sQTT8TGjRvjmWeeicsuuywefvjhiIjYu3fvmOvMmjVrwufGa+U6aV1mtJUrV8aqVatG/tzd3R39/f1x1FFHxc6dO6c8ZrLlsaKsyvbcdva79C367JKIiJj7PxNeMeEZ8CIitTPgdXV1xSmnnBLf//73Y8+ePTO6LWfAI09mHTAnjjvnynjuwU/H3teGOnrfo89yB2kq2+8iMKzKz+3h772MytapIiZvVQDMnDVV6Vt8W4Khu9EM4EGpWFMFQLsYvgOgrcQiikSIIu8EIgCY2u7du+OHP/xhLFy4MO69996I2Le799atW0cuc/jhh0/Y6Xu0rVu3juwI3ug627dvj1dffXXKywzfX9L7HhoaiqGhiQuld+7cWbnFeEXlsaKsyvLcPvXUU3WqFDRayDR4QcSsuxLcyK9ea/mie084MyIiHtuT7mO3Z8+eGQ/fdXrACVqx97Whjjw3dSo6qSy/i8B4ntvlVvROFTF5qwIgHdZUpWN8q9p7ScJOlcBIpwqPG+SNVgVAu3VlfQAAlF+tNs2dhQCInmV9Ix8AwNTmzJkTb33rW2NgYCC2bNkSAwMD0dvbO/L1Aw88MJYsWRIPPfTQpLexcePGMdeJiFi6dOnIdX71q1/FY489NuEyvb29I5eZ7n0D0H461fQtvq025Q7iey9JcGOXnznll/eecObIx8j9v5S/x27H/N7mF3r9csMfUHQ6FQC0RqcCoBVa1fRN1aoSdaqIllvVyH3nsFNFtNaqdCrKRqsCoFOc+Q4AYBRnvyMvhCEAaO6WW26Jr33ta/H888/H4YcfHtdcc03MnTs3Vq9eHRERt956a6xYsSKefvrpePrpp2PFihWxe/fu+OIXvzhyG6tXr47+/v5YsWJFRETcdttt8e1vfzuuvvrq+OpXvxrnn39+nHvuuXH22WePXGfVqlVx1113Rb1ej40bN8aHPvShOPbYY+Nzn/vcyGVauW8AyLuphu1m7PIzI+7cOOZToxcxNTyel2rx2MH52ll8spY02QIm7Yki0qkAoDmdCgDaL0+tKo+dKqJxe9KpKButCoAsGL4DoCNqtVrU6/kLDtCIuESWBCIAaN3RRx8dX/rSl2L+/PnxwgsvxMMPPxxnnHFGPP/88xERcfPNN8cb3/jGuP322+Owww6LRx55JJYuXRq7du0auY1jjz029uzZM/LnjRs3xvvf//64/vrr47rrrotnnnkmLrroonj00UdHLnP33XfHm970pvjzP//zOPLII+OJJ56Id7/73SP32+p9A5ANnap99l4SMeuuBFe4/MzYuyHZfeRxYVPSncK1J4pCpwKA1ulUAEyXVtUeiTtVROJWlcdOFZGsVelUFIlWBUCWZkXE3qwPIi+6u7tjcHAw5s6dGzt37sz6cABKSSyiSMQlOkUcAqCd9I7i8tgVh8eKsir7c1unas10dhRvbWHTfRERsXfDeYlvfyaLmrq6umLRokXx+OOPj1nYnAXtiTTNOmBOHH/u8nj2gVWx97WhGd2WVkVelP13Eaqrys/tKn/vZeDxA2gvrao1SVtV6wN402tVeRy+mw6dirzSqQBopySto6tDxwQAEbFvtyYA9ulZ1icSAQAAZESnas1jf5L2AqL7YngxU0TErCX3TX7RSSx+yWMH7aBVAQAAZEerak26req+mGmr0qmgPXQqAPJmdtYHAACQVzvm99rZidQJQwAAABTNY39ST7Sr+N5LGu0qPvnCpVlL7ku8q/jil2qF31lceyIPtCoAAACKJkmrStqpIpK3Kp0K0qFTAZBnznwHQMfZqYki2TG/N+tDoCTsyAQAAJA/OlX77L0kotHu4ZOp6hnwtCeyolUBAADkj1bVHkk7VUQ1z4CnU5EVnQqAInDmOwAyUavVol4v9o4/VIfdnZgJcQgAACDfdKrWtLqj+IY7R/1hwq7i6Sn6buKjaU90ik4FAACQf1pVa1ppVTpVcjoVnaRVAVAkhu8AyIxYBJSVOAQAAFAsOlVrJlvUNGYh0yj/+7Xz4p0HtL5L+Kwl98XeDedNfv8lWsgEnaRVAQAAFItW1ZpGrSqtThWhVUG7aFUAFJHhOwCAFtjZiVaIQwAAAJTdY39Sj12Lmp8Bb1gaA3hVWMikPZE2nQoAAIAqSNKq0hrAK3ur0qloB60KgKIzfAdApuzURJGIS0xGIAIAACg+nap9pjOAV6+/qY1HlE/aE2l4+4XXxs6dO7M+DAAAAGZIq2qP6Q7gVa1V6VSkxZoqAMqiK+sDAIBarfWdsiFrO+b3Zn0I5ETPsr6RDwAAAMpBp2rNIY+3b+HX3r86L/b+1XnNL1hS2hPT9fYLr836EAAAAEiZVtUarao9dCpmwpoqAMrG8B0AuSAWwT475veKVzknDgEAAJSbTtWapIua/vdrUy9SGr+QafEGjwO0QqsCAAAoN62qNUlaVaudSquC5LQqAMpqdtYHAABQNDvm98a87etTv8123wfTJwoBAADARIc8Xo9di1pfePS/Xzsv3nnAfWM+N9XO4Ys31OKxJe3buTyvdCGa0aoAAABgoiStKmmniqhmq9KpaIVWBUAVGL4DIDdqtVrU69UKFBRXGnGp2RnuBKzsiUMAAADVpFO1z/9+7bxYcmvrl6/ioqYIXYjGtCoAAIBq0qraI2mniqhmq9KpmIxWBUCVGL4DIFfEIopkunGp2dBdGvfB9AlDAAAAROhUrWp1R/EjDhj1h79q3/GUiS5EhFYFAADAPlpVa1ppVTpVcjoVw7QqAKqqK+sDAIDxarXmi3WgiHbM7000eEfn9CzrG/kAAACAYTpVaw55vPHCryMO2P8x2pMfTXb7izdU73GYt3192xc0aSH55vEBAABgPK2qNY1aVVqdKqJ6rUqnIsJjBADOfAcAMAPNdnZKY9jO7lHtIwoBAABAOg55vB4HJ1gA9uRHI/5dgp3FF2+oxWNLyr27eyf6T6MW0rOsLzavW9n2+6Y5rQoAAADSkaRVJe1UEVpVWsa3EJ0qX7QqANjPme8AyCU7NVEkjQbs0j7LnTPmpcdZ7gAAAEhCp2ofZ8DbJw+7h+sk2dKqAAAAaJVW1R7OgLdf1q1KI8meVgUAEznzHQC5VavVol4v9w5BlEcnhuOcAW/6BCEAAABmQqdqzUv1ZGe/S+KHwwug2vgw1N6y79jrT7X/sc7qLHfNLm9n8c7SrAAAAJgOrao1WlXr8taqdKpsaFUAMDnDdwDkmlgETJcgBAAAQJp0qtYkXdT05Ecj/t1fTf71H47bdXxOrRZDKT8OwwuZRv+5E4ua2qXnPE0k73QrAAAAZkqrak2SVpW0U0Wk36rGd6rhz2lVtJNWBQDNGb4DACgQZ79rThACAACAYmm0sKnRYqZhaS1qarSYafTX2rmoqR2NZ8JCpr0RMSvhbdhVvG00KwAAAMi/pJ0qIp1WNVWnGv56kVpVw4G7hK1Kp2ovrQoAkpkV+36dISK6u7tjcHAw5s6dGzt37sz6cAAYxU5NMJYBvIlEIQBoTO8oLo9dcXisKCvP7cZ0qtYkOfvdsF8lvPx0FjWd85ZzYrB7MObunBs7o/nzut27iqfReJruHp5wAC8iLGxKSSd7lZ/ZlJHnNWVV5ed2lb/3MvD4AeSTVtWapK0qaaeKSN6qmg3cNZL3VtXSWe4StiqdKj3WVgHAWElahzPfAVAItVpNLIJRnAFvH1EIAACATtOpWvNSvd7yoqaXXv/vOWcaA3tFN93G09JCpmHOgNdRehUAAACdpFW1ptVWVeVOFTG9VpWoU0U4A16HaVUAkA7DdwAUhlgEDBOGAAAAyJJONXMvNfjvN1SvJ1rYNKdWS7yj+IYfb4hY1Prla2+ptX1H8SR2zO99/d/a10YsZkpGpwIAACBrWtXMjW9VSTtVRPJWVX+qnvjsd3lqVTpVPmlVANAehu8AAAqqime/E4gAAACgOBrtKN5o6G60TgzgJdXuRU3NGs/+hUz71R+rR21xgsVZTXYUt5ApOZ0KAAAAiiVpq6rqAF7SVpW4U0VoVW2gVQFAe82Kfb/CEBHd3d0xODgYc+fOjZ07d2Z9OABMwk5NMFbZB/DEIQCYGb2juDx2xeGxoqw8t5vTqdon6cKmVhc1dXV1xaJFi+Lxxx+PU998aqL7aPeu4uMbT6Ohu/ESL2wat6jJQqbk8tqq/MymjDyvKasqP7er/L2XgccPIP+0qvZI2qkiWm9Vw5IO4EXkr1Ul7lQRWlUK8tqqAKAIkrQOZ74DoHBqtZpYBKOU9Qx44hAAAAB5p1Nlr91nvYto/0KmYa0M2403nTPgbb7PIqbp0KoAAADIO60qe1VuVdM9A55WNT1aFQB0luE7AIACK9vQnTAEAAAAROxbqDTVruJpLGSqP1WfclfxTi1k6pT6Y8PfT7l6UjtpVQAAAIBO1R5aVXJaFQBkx/AdAIVkpyaqztAdAAAA5INO1T6NFjalvXt4o4VNRVvM1GxX8f0LmfbZMb+3dG0pbVoVAAAARaVVtYdO1ZqknSpCq2qFVgUA2TN8B0BhiUVUUdlikzgEAABAGehU7ZP2IqZGiraIqZFGC5saLWYaZlFTY1oVAAAAZaBVtYdO1ZqknSpCq2pEpwKAfDF8BwCQc2WLS+IQAAAAQPqaLWIaz6Km/fQqAAAAgPQk7VQRWtUwnQoA8snwHQCFZqcmyqxsQUkcAgAAoMx0Ksqu51/3tZ3NR6/M+EjSoVUBAABQZloVZaZTAQCdZvgOgMITiygbQ3cAAABQTDoVRdNsR/HhhUzjP1fkhU1aFQAAAFWhVVE0SVuVTgUAdIrhOwBKQSyiDMo0dCcOAQAAABRDo0VNjYbuxn+9SAubtCoAAACAYkjaqorWqSK0KgAoIsN3AAAZKtPAXYQ4BAAAADaJqo7av9QiIqJ+TPEf7x3ze6P2vVqi6xRhYZNWBQAAQNVpVdVR5VZVhE4VoVUBQJEZvgOgNMQiyIYwBAAAAGPpVOU2vJBp9J/LsKipLLQqAAAAGEurKq/xnWr4c1pVfmhVAFAOXVkfAACkqVZLtjszZG3H/N6sD2Haepb1CUQAAAAwCZ2qfGr/Umu4oGn4a0VX/83ki7J6/jU/bUirAgAAgMlpVeUyVaca/nrRJW1VeepUEVoVAJSNM98BAGRsx/zemLd9fdaH0TJhCAAAAFpjV/HiS7JQqQy7itd/sx617yVbnNXzr32x+eiVbTqiFu5fqwIAAAAqIOlAXRVblU4FALSLM98BUDp2aqKIinAGPDsyAQAAQHJaFUVTlDPgaVUAAACQjE5FERXhDHg6FQCUnzPfAVBKdhWHdAhDAAAAMHNaVXHVj6lX7ux3SXVyN3GtCgAAAGZGpyqupJ0qonqtSqcCANrFme8AKC27NVE0eTr7nR2ZAAAAIF1aVXElXaCUdBFUHjXbUXzz0StHPjpBqwIAAID06FTFNZ1Buiq1qk7QqQCgmpz5DgAgR3bM741529dndv/iEAAAAMBEVTwDXv0361H73tjv2e7hAAAAANmq6hnwtCoAIEuG7wAotVqtFvV6scMB1ZPFAJ5ABAAAAO2nVVVD0RcyjVb/zbpOBQAAACWkUxVbkgE8rWpmtCoAIMLwHQAVIBZBY+IQAAAAdJ5WVVzNFjWVaSFTp+lUAAAA0Hk6VbFpVe2jVQEA4xm+A6ASxCKKpp1nvxOIAAAAIFtaVXE1WtRU9oVM7epUGhUAAABkT6cqNq0qPVoVADAVw3cAADmVZiwSiAAAAADSUfYFTI2k1ak0KgAAAIB0aVXTp1UBAK0yfAdAZdipiSKaSSwSiAAAACC/tCqKZrqdSqMCAACAfNOpKKLptCqdCgCYLsN3AFSKWEQVCEUAAABQDFoVZaZRAQAAQHHoVJSZTgUAzJThOwAqRyyiaFrZqUkkAgAAgGLSqiiSZp1KowIAAIDi0qkoGq0KAOgUw3cAAAXQKBYJRAAAAAB0mk4FAAAAQF5oVQBAJxi+A6CS7NREEe2Y3xu1Wi3rwwAAAABSplVRNDoVAAAAlJNORRFpVQBAu3VlfQAAkBVvuCmSWq3mOQsAAAAl5n0/RaFTAQAAQLl530+RaFUAQCc48x0AlWa3JvJOHAIAAIDq0KrIM50KAAAAqkOnIs90KgCg0wzfAQDkjEAEAAAAQF5oVQAAAADkgU4FAGTF8B0AlWenJvJCIAIAAAC0KvJApwIAAAB0KvJApwIA8qAr6wMAgDzwJp0s1Wo1z0EAAABghE5AVnQqAAAAYDSdgKzoVABAnjjzHQC8zm5NdJI4BAAAAExFq6JTdCoAAABgKjoVnaRVAQB5ZPgOAKCDBCIAAAAA8kCnAgAAACAvtCoAIM8M3wHAKHZqoh3EIQAAAGA6tCrSplMBAAAA06FT0Q5aFQBQFF1ZHwAA5I039aSlVqt5PgEAAAAzoi2QBp0KAAAAmCltgbRoVQBA0Ri+A4AGvLlnJgQiAAAAIE06A9OlUwEAAABp0hmYCa0KACiq2VkfAABAGQhDAAAAAOSFVgUAAABAXmhVAEDRGb4DgEnUarWo1+tZHwY5Jw4BAAAAnaBV0YxOBQAAAHSCTkUrtCoAoEy6sj4AAMgzEYDJ1Go1zw8AAACgo7QIGtGpAAAAgE7TIpiMVgUAlJEz3wFAE3ZrYpgwBAAAAGRNqyJCpwIAAACyp1MxTKsCAMrO8B0AQBMCEQAAAAB5oFMBAAAAkBdaFQBQFYbvAKAFdmqqHnEIAAAAyCutqlp0KgAAACCvdKrq0aoAgCrqyvoAAKAohINqqNVqHmsAAAAg9/SL8tOpAAAAgCLQL6pBqwIAqsyZ7wAgAbs1lZMwBAAAABSRVlVOWhUAAABQNDpVeWlVAACG7wCAihKGAAAAAMgTvQoAAACAvNCqAAD2M3wHAAnZqanYhCEAAACgTLSqYtOqAAAAgLLQqYpPqwIAaMzwHQBMg1hULMIQAAAAUGZaVbFoVQAAAEBZ6VTFo1UBADRn+A4ApkksyjdhCAAAAKgSrSrftCoAAACgKnSq/NOqAACSMXwHAJSGMAQAAABAXmhVAAAAAOSBTgUAMDNdWR8AABSZMJEPtVrNYwEAAABUnj6SD1oVAAAAUHXaSD7oVAAA6XDmOwCYoVqtFvV6PevDqCRxCAAAAGAsrSobOhUAAADAWDpVdrQqAIB0Gb4DgBSIRZ0jDgEAAABMTavqHK0KAAAAYHI6VWdpVQAA7WH4DgAoBHEIAAAAgDzQqQAAAADIC60KAKD9umZy5Y997GOxd+/e+NSnPjXyucMPPzzuuOOO6O/vj5deeinWrl0bb37zm6e8ndmzZ8cnPvGJ+PGPfxy//OUv43vf+16cd955Yy6zZcuW2Lt374SPT3/60yOXueOOOyZ8fePGjTP5FgGgZUJGe9RqNf9tAQAAABLSU9KnUwEAAAAkp6e0h1YFANA50z7zXa1Wiw996EPx/e9/f8zn77333vjVr34V559/fgwODsby5cvjgQceiBNPPDF2797d8Lauv/76+MAHPhAf/OAH48knn4zzzjsv1qxZE2eddVZ873vfi4iI0047LQ444ICR67ztbW+LBx54IO65554xt7V27dq44oorRv48NDQ03W8RABKr1WpRr9ezPozCE4YAAAAAZk6rSodWBQAAADAzOlU6dCoAgGxM68x3Bx98cPz93/99fPCDH4wXX3xx5PMLFy6MM888Mz784Q9HvV6Pp556Kj7ykY/EIYccEn/0R3806e1dcsklceONN8batWtjy5Yt8bnPfS7uu++++OhHPzpyme3bt8e2bdtGPn73d383fvzjH8eGDRvG3NYrr7wy5nKjjw8AOkHkmD47MgEAAACkS2uZPq0KAAAAID06y/TpVAAA2ZrWme8+85nPxNe//vX45je/Gddcc83I5w866KCIiHj55ZdHPrdnz54YGhqKs88+O77whS80vL2DDjpozHUiIn75y1/G2Wef3fDyBx54YHzgAx+IVatWTfjaO9/5zti2bVv8/Oc/jw0bNsTHP/7xeOGFFxrezpw5c0aOOSKiu7t7ku8YAGgXYQgAAACAvNCqAAAAAMgDnQoAID8Sn/nuoosuilNPPTX6+vomfO3JJ5+MZ599NlauXBmHHnpoHHjggfFnf/ZnceSRR8aRRx456W3ed999sXz58njzm98cs2bNinPPPTfOP//8Sa9zwQUXxKGHHhp33nnnmM+vXbs2/uN//I/xrne9Kz760Y/GaaedFt/61rdizpw5DW+nr68vBgcHRz76+/tb/w8BAFMQP5qzIxMAAABAZ2gwzWlVAAAAAO2nvzSnUwEA5E+i4bujjz46brvttvjABz4Qr7zyyoSvv/rqq/He97433vKWt8SLL74Yu3fvjne+853xjW98I1577bVJb/dP/uRP4umnn44nn3wyhoaG4tOf/nTccccdk17nj//4j2Pt2rUxMDAw5vN33313fOMb34hNmzbF//pf/yt+53d+J97ylrfEe97znoa3s3Llypg7d+7Ix1FHHZXgvwYATE0EaUwgAgAAAOg8PWai4U7lvw0AAABA52gxjelUAAD5NTvJhRcvXhxHHHFEPPbYY/tvYPbseMc73hFXXnllHHTQQfHd7343Fi1aFHPnzo05c+bE9u3b4+GHH456vT7p7W7fvj1+//d/Pw466KB405veFD/5yU/ipptuii1btky47LHHHhvnnntuXHjhhU2Pd+vWrfHcc8/FwoULG359aGgohoaGWvjOAWB6arXalP8PrAphCAAAACB7WtV+S5YsyfoQAAAAACpLp9rPuioAgPxLNHz3zW9+M972treN+dwdd9wRTz75ZPzlX/5l7NmzZ+Tzg4ODERHx5je/OWq1WnziE59oevuvvPJK/OQnP4nZs2fHe9/73rj77rsnXOaKK66In/70p/H1r3+96e3NmzcvjjnmmAlnyAMAOkMcAgAAACAPhjtVd3f3yN9hAQAAAEAWrKkCACiWRMN3u3btik2bNo353EsvvRQ/+9nPRj7/B3/wB/HCCy/E888/HyeffHLcdtttce+998b69etHrrN69ero7++PFStWRETE6aefHkcddVR873vfi6OOOiquvfba6OrqiptvvnnMfc2aNSuuuOKKWL16dbz22mtjvnbwwQfHtddeG1/5yldiYGAgjj/++Ljxxhtj+/btsWbNmiTfJgCkqoo7NQlEAAAAAPlUtValUwEAAADkU9U6VYRWBQBQVImG71px5JFHxqpVq+KII46IgYGB+Lu/+7u47rrrxlzm2GOPHXOWvDe84Q1x/fXXR09PT+zatSu+8Y1vxCWXXBK/+MUvxlzv3HPPjeOOOy7+9m//dsL9vvbaa3HyySfHpZdeGoceemgMDAzEgw8+GBdddFHs2rUr7W8TABKpQiwShwAAAACKQasCAAAAIA90KgAAimBWROzN+iDyoru7OwYHB2Pu3Lmxc+fOrA8HgBIqYywSiAAA8k3vKC6PXXF4rCgrz+3yq2Kr8rymrDy3KSPPa8qqys/tKn/vZeDxA6CdqtipAADIVpLWkfqZ7wCA8hOHAAAAAMgLrQoAAACAPNCpAADKqSvrAwCAKil6YKnVaoX/HgAAAADYp+idR6sCAAAAKIeiNx6dCgCg3Jz5DgA6rFarRb1ez/owEhGHAAAAAMqpaK1KpwIAAAAop6J1qgitCgCgKgzfAUAGihCLxCEAAACAatCqAAAAAMiDInSqCK0KAKBqDN8BAGOIQwAAAADkgU4FAAAAQF5oVQAA1dWV9QEAQFXlLcjUarXcHRMAAAAAnZGnLqRTAQAAAFRX3rqQVgUAgDPfAUCGarVa1Ov1TO8fAAAAACK0KgAAAADyQacCACBPnPkOADKWRayxIxMAAGXzsY99LPbu3Ruf+tSnRj53+OGHxx133BH9/f3x0ksvxdq1a+PNb37zlLcze/bs+MQnPhE//vGP45e//GV873vfi/POO2/MZbZs2RJ79+6d8PHpT3965DJ33HHHhK9v3Lgx3W8aANpAqwIAgJnTqgBg5nQqAADywpnvAKAihCEAAMqqVqvFhz70ofj+978/5vP33ntv/OpXv4rzzz8/BgcHY/ny5fHAAw/EiSeeGLt37254W9dff3184AMfiA9+8IPx5JNPxnnnnRdr1qyJs846K773ve9FRMRpp50WBxxwwMh13va2t8UDDzwQ99xzz5jbWrt2bVxxxRUjfx4aGkrpOwaA4tOqAAAoK60KAIpFpwIAoBnDdwCQA7VaLer1ettuGwAAyurggw+Ov//7v48PfvCDcc0114x8fuHChXHmmWfGSSedFP/8z/8cEREf+chH4qc//Wn80R/9UXzhC19oeHuXXHJJ3HDDDbF27dqIiPjc5z4X5513Xnz0ox+NSy65JCIitm/fPuY6H/vYx+LHP/5xbNiwYcznX3nlldi2bVvL38ucOXPioIMOGvlzd3f3mH+SXx4ryspzu7rOOeecCf9fS8OSJUtG/j2r55XnNWXluU0ZeV5TVlV+blfhe65CqwKATmrXmirrqQAASMLwHQDkRJqxSCACAKAqPvOZz8TXv/71+OY3vzlmQdPwwqCXX3555HN79uyJoaGhOPvssydd0HTQQQeNuU5ExC9/+cs4++yzG17+wAMPjA984AOxatWqCV975zvfGdu2bYuf//znsWHDhvj4xz8eL7zwwqTfS19fX1x77bUTPt/f3z/pdcgXjxVl5blNWgYHB7M+hBGe15SV5zZl5HlNWXlul1MVWhUAdFpaa6qspwIAYLoM3wFAjswkFglEAABUzUUXXRSnnnpqnHbaaRO+9uSTT8azzz4bK1eujP/0n/5TvPTSS7F8+fI48sgj48gjj5z0Nu+7775Yvnx5fPvb345nnnkm/v2///dx/vnnxwEHHNDw8hdccEEceuihceedd475/Nq1a+Oee+6J5557Lk444YS47rrr4lvf+lYsXrw4hoaGGt7WypUrxyyM6u7ujv7+/jjqqKNi586dLfwXISseK8rKc5uISHwGvNFnt8sjz2vKynObMvK8pqyq/Nwe/t7LqiqtCgCyMN01VdZTAQCQBsN3AFBwIhEAAFV09NFHx2233RZLly6NV155ZcLXX3311Xjve98bX/jCF+LFF1+MV199NR544IH4xje+MeXt/smf/En89//+3+PJJ5+MvXv3xjPPPBN33HFHXHHFFQ0v/8d//Mexdu3aGBgYGPP5u+++e+TfN23aFPV6PZ577rl4z3veE2vWrGl4W0NDQw0XO+3cubNyi/GKymNFWXluV9uePXtaulzRGpXnNWXluU0ZeV5TVp7b5VKlVgUARVC0VgUAQL4ZvgOAnGllpyaBCACAqlu8eHEcccQR8dhjj418bvbs2fGOd7wjrrzyyjjooIPiu9/9bixatCjmzp0bc+bMie3bt8fDDz885e/b27dvj9///d+Pgw46KN70pjfFT37yk7jppptiy5YtEy577LHHxrnnnhsXXnhh0+PdunVrPPfcc7Fw4cLpfcMAkJFmrUqnAgAArQoAOkGnAgAgK4bvGuju7s76EACouHPOOSc2bNgw5nNLliwZ+Xf/rwIAoFVl/d3xm9/8ZrztbW8b87k77rgjnnzyyfjLv/zLMWfpGRwcjIiIN7/5zVGr1eITn/hE09t/5ZVX4ic/+UnMnj073vve947ZHXzYFVdcET/96U/j61//etPbmzdvXhxzzDETdh1vRVkfwzIZfow8VpSN5zbDpmpVRXt+eF5TVp7blJHnNWVV5ed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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 68 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 7 - Homfray Channel\n", + "\n", + "* connect point south of Forbes Bay" + ], + "id": "3609ea33b0629a7c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:43.576585022Z", + "start_time": "2026-02-05T20:45:42.655638315Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy, vmax=30);", + "id": "522f2c0062d6817d", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 69 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 8 - Forbes Bay\n", + "\n", + "* almost all land" + ], + "id": "7651ae9d9d91271a" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:44.098570932Z", + "start_time": "2026-02-05T20:45:43.627695975Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=80);", + "id": "3effa7c0ffacb132", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 70 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 9\n", + "\n", + "* all land" + ], + "id": "379d0b4301bd7b17" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 10\n", + "\n", + "* all land" + ], + "id": "4d3008fb032277b1" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 11\n", + "\n", + "* all land" + ], + "id": "34257f6e638fa607" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 23, 12\n", + "\n", + "* all land" + ], + "id": "3dfe9951f6eaea4f" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 24 - Duncan Bay to Toba Inlet", + "id": "c66cb9ba171b6a8b" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:44.154605450Z", + "start_time": "2026-02-05T20:45:44.099979055Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([745, 780])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "384e182142b53bda", + "outputs": [], + "execution_count": 71 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 0\n", + "\n", + "* all land\n" + ], + "id": "27ecb911559fdbf" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 1\n", + "\n", + "* all land\n" + ], + "id": "250c18201ff193f2" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 2\n", + "\n", + "* all land\n" + ], + "id": "299071e2b5ee3df8" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 24, 3 - Duncan Bay\n", + "id": "85b9088911e64cea" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:44.622430349Z", + "start_time": "2026-02-05T20:45:44.158552816Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "918d939f228744de", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 72 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 4 - Quadra Island\n", + "\n", + "* Susan decided to not open north end of Gowlland Harbour\n", + "* surface Dunster Island (dark green cell)\n" + ], + "id": "e7cfb786d5e30382" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:45.517147068Z", + "start_time": "2026-02-05T20:45:44.627303530Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "2f588308220efc6b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 73 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 5 - Read & Cortes Islands\n", + "\n", + "* add northmost of Penn Islands by making shallowest cell off Read Island land\n" + ], + "id": "7affcd49208156d2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:46.409931688Z", + "start_time": "2026-02-05T20:45:45.598502835Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "851c4ecba0caf003", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 74 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 6 - Cortes & West Redondo Islands\n", + "\n", + "* connect point on south entrance of Teakerne Arm\n", + "* remove fake islet on south side of Teakerne Arm\n", + "* remove fake islet in Waddington Channel\n" + ], + "id": "f5dc468e5f478f2f" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:47.304658524Z", + "start_time": "2026-02-05T20:45:46.462925066Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "1a7bc2bf98c49e53", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 75 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 24, 7 - East Redonda Island", + "id": "512475c8bae6d209" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:47.944503094Z", + "start_time": "2026-02-05T20:45:47.355157264Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=30);", + "id": "b6720515eca2b4ee", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 76 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 24, 8 - Forbes Bay", + "id": "40ace23f81b69f54" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:48.557491097Z", + "start_time": "2026-02-05T20:45:48.022196869Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=60);", + "id": "c0e90fc3a89fad8b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 77 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 9 - Toba Inlet\n", + "\n", + "* almost all land" + ], + "id": "a540b7b259f79ac5" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:49.091407244Z", + "start_time": "2026-02-05T20:45:48.609005463Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=90);", + "id": "19225c85a83baabe", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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vjjp+zokwbx7+gBgGACBQkKgHADSar13USiTnm4ILXQAAAABAoPOlWEbV5HxVXQuuVE7EAS/Pxr8QwwAABAIS9QCABvGlC9qqSNADAAAAAICa+Eo846U+CecefLOxxn4k6wEACHwk6gEA9eIrF7TnI0HvXnwjHQAAAAAQKHwlluGUnK/i7jG36MXXSdY3FjEMAIC/CzF7AgAA35aZmekzF7ZntT++zdHgfjmpC8yeAgAAAAAAjXI2juELsYzmCQlqnuA6SX/W3WNuqXV/14Ir3TmlgEMMAwDgz6ioBwBU4wsXs66QmPcevpUOAAAAAPAnvhTLOD85f49F+n9Gzf1dVdZTSV9/xDAAAP6KRD0AwMGXLmrPIjlvHi50AQAAAAC+zpdiGbVVz9cnWT/rX1SHNxYxDACAPyJRDwBBzpcuaKtK+O/FLbcwAwAAAAAA5/PVeEZjvGg5899ZqebOAwAAeBdr1ANAkPKV9drOl5CQ4EjSS+Lb0CbjixIAAAAAAF9Qde15X4xnSFJ5HfO6x+L8+EXLuSS9RAykqYhhAAD8DYl6AAgyvnhBezY5n1DDLeK4UDUXF7oAAAAAADP4emLelfok689P0FdFDKRpiGEAAPwJt74HgCBQ9SLlpInzOF9NiXlXug5P5mLLRKz1BgAAAADwBn9KytekPDOz2nr1m7W8yqM/1fp8YiBNQwwDAOAvSNQDQADzxYu6hiTnz8eFKgAAAAAAgScQkvPnK8/M1JaEz1zum6flephkvUeRrAcA+AMS9QAQYOq6iGt/fJtOdhjqpdk4jwv/xkUuAAAAAMCdAjFBvy2h6muqeeXZ2pL1JOgBAAgOrFEPAAEiJ3VBvS/kvJk0b398m9N4Tb3YJFFsLoIFAAAAAICm8rd15+uyLSHT0apqrspanzfP6Xb4DYvtoG6cSwCAr6OiHgD8XGMvOjxZWV/XFwGaWpnN7d8AAAAAAPA/7kzO93nu3NJ6u6eak/RPyPlIkrRAF9TYp7kqVV5HZf241BNunxvO4O6AAABfRqIeAPyQu5LU7k7WN6RSn2S9/+IiFwAAAABQXwU/nPv5myNNO1bV5Pz5272ZrD+boD8recNpLfh9w5L1JOe9hzgGAMBXcet7APAjvngLtLO3tm/M7fS5Db7/8rXPIQAAAADAdxT8cK65Q0LO10rI+brWPjUl8d0pIeejakn6s5I3nK71uc1VqXGpJxwN3kUcAwDgi6ioBwAf5+kLicZU1XtzjfuacIEFAAAAAICP2Vn77sujE/TNkfpXvp+fnLf8Zq2MzeNq7O+qsr55wrkEfnkjbr2f8FmVLwBELG7w8yVpTOqPjXoeAAAIbFTUA4CP8mb1fH0S702pnK9NQ1+jL95VIFjxPgAAAAAAJJ1J0NeRpD/r8ui6K99rq6C3/GZtrc/t81yCmieca1Wd/7jG8T9LcDQnBdNqfd75VfVjUn8kSe9DiGMAAHwNFfUA4GPMumhwVVnvrcr5utYK40LKd7HOGwAAAAAEsRqS8xGHpILLan6aq8p65xhEdK3Duqqszx1XJXawpubr1OYJCTVW1id8WY9EfsG0WivrkzecVk74z3UfB6YgjgEA8CUk6gHAB/hKItrMW9q7ulDylfOC2nGRCwAAAADBw3jj3M+WWvrVJ1l/8jPX1/054UfUtbDuZH1O+BGX+8JTF6iwluvU85P11RL0F0iqbcl5F8l6kvP+gzgGAMBXkKgHAJOQhK6OcwIAAAAAgO+pmpxvCFfJ+pqS8+erLVlfU4K+qvok6+NX13KAeiTrc6KJY/grkvUAAF9Aoh4AvIhENAIVF7gAAAAAEFgyq94e/rDrW8Ib30uWzrUfJ+KQlHOqcfGQ85P19UnQV+UqWR9eNTbzQx3XsS6S9STnAQCAu5CoBwAPIzmPYEGyHgAAAAD8W2YNa7fXprZkfWMT9E7HaGBy/nzhtcRlciIXqGs9kvU5kcR2AhFxDACA2UjUA4AHOF3YmrjuO+BtXOQCAAAAgP+pK0G/OyZTfWqoqpeqJ+vdkaD3ltqS9SToAQCAJ5GoBwA3asw3zwEAAAAAAMzQkDhGfZL1uW38M7F9frKeBH3woOAAAGAmEvUA0ER1XdSe7DBU7amqRxDhIhcAAAAAfFtjCw1cJestzx9y/Jwza0OT5mUmkvMAAMDbQsyeAAD4q8zMzHpf2J7sMNTDswF8S04tawACAAAAALwvPT29QbGMmuyOyZTl+UOOVlXXJ3/fpGMDZiCGAQAwCxX1ANBA3N4eAAAAAAD4g8zMTIWEuK9W69wdA2tOyHd98vd+XVkPAADgLVTUA0A9nP3GeVOS9FTVI9jwjXQAAAAAMIc7Kueran98m9OyfnUl4qmsh78hhgEAMAOJegCohbsvbEnWI9hwoQsAAAAA3uPpBH1VJOsRaIhhAAC8rUGJ+jlz5sgwDKeWl5dXrY/ValVJSYnS0tLUvXv3eh9/zJgxMgxDGzdudNr+4IMP6pNPPlFhYaFsNps2btyoK664wqnPypUrq81t586dDXl5ACDJPdXztSFZj2DDhS4AAAAAeJY74xgJOV85Wl1cJetzZm1wNMDfEMMAAHhTg9eo379/v4YMGeJ4XFFR4fh55syZmjFjhiZMmKCDBw9q9uzZ2rZtm7p166bi4uJajxsdHa2nn35aH3zwQbV9iYmJWrp0qT799FM1b95c8+fP19atW9W9e3eVlJQ4+m3ZskUTJ050PLbb7Q19eQCCGGvPA56Tk7pAXYcnmz0NAAAAAAgY7oxj1JSU71p4sXLCv6v1uSTkEWiIYQAAvKXBifry8nLZbDaX+6ZNm6b58+c7KuKTkpJks9k0duxYLV++vMZjhoSEaO3atZozZ44GDhyoiIgIp/0jRoxwejxx4kQdO3ZMffr00YcffujYXlpaWuPcAKAmZiToT3YYWuOt4wAAAAAAAFxxZwyjoE/CuQc5a2rsV59kPQAAABquwWvUx8XFyWq1KicnR+vXr1dsbKwkKTY2Vp06ddLWrVsdfe12u9LT09W/f/9aj/nII4/o2LFjWrFiRb3m0K5dO0nSyZMnnbYPGjRINptNX3/9tZYvX66LLrqo1uOEhoYqLCzMqQEIDp6+vX19cAt8BBtuHwcAAAAAjeOuGEZBnwRHq+r9391V6/O6Fl7c5LEBf0IMAwDgDQ1K1GdkZGj8+PG66aabNHnyZEVFRWnHjh1q3769oqKiJKlaRbvNZnPsc6V///6aNGmSJk+eXO95LFq0SB9++KGysrIc27Zs2aJx48Zp8ODBeuCBB9S3b1/9+9//VmhoaI3HSU5OVmFhoaNZrdZ6zwGAfzI7OX8+kvUINlzoAgAAAED9eTOOQbIecEYMAwDgaQ269X1qaqrj5/3792vnzp06dOiQkpKStGvXLkmSYRhOz7FYLNW2ndW2bVu99tprmjx5sk6cOFGvOTz//PO6+uqrNWDAAKftGzacWwspKytLmZmZOnz4sEaOHOm4Ff/5FixYoEWLFjkeh4WFkawHApAvJear4tb3CFas9QYAAAAAtfNULCNid2a1avqq3v/dXRryT+fb4HPbewQzYhgAAE9q8Br1VZWUlGjfvn2Ki4vTW2+9JUmKiopSfn6+o09kZGSN68Zfdtllio2N1ebNmx3bQkLOFPmXlZWpW7duysnJcexbsmSJRo0apRtuuKHOhHp+fr4OHz6suLi4GvvY7XbZ7fY6XycA/0SCHvBdXOgCAAAAgDNvxTHqk6zv+i8qiYGziGEAADylSYn60NBQXXXVVfrwww+Vm5urvLw8DR06VJ9//rkkqUWLFkpMTNSsWbNcPv/AgQPq2bOn07a//e1vCgsL09SpU3X06FHH9r///e+65ZZbNGjQIH377bd1zq19+/a65JJLlJeX1+jXB8A/+WKCnuQ8AAAAAAA4n6/FMEjQAwAAeE+DEvULFy7U5s2bdeTIEUVGRmr27NkKDw/XqlWrJEmLFy9WSkqKsrOzlZ2drZSUFJWUlGjdunWOY6xatUpWq1UpKSkqLS11WmdekgoKCiTJafvSpUs1duxYjR49WkVFRerYsaMk6dSpUzp9+rTatGmjuXPn6o033lBeXp4uvfRSPf744zp+/HiNt70HEFiqrhl10sR5nI8EPVAzvpEOAAAAIBj5QnL+/Kp6EvRA7YhhAAA8oUGJ+osvvljr169Xhw4ddOzYMe3atUv9+vXTkSNHJElPPfWUWrVqpWXLlunCCy9URkaGhg0bpuLiYscxoqOjVVlZ2aBJ/vnPf5YkpaenO22fMGGCVq1apYqKCvXq1Uvjx49XRESE8vLylJaWpjFjxjiNDSDwVE3Q+wqS80D9caELAAAAIBj4QnL+fBG7M4lhAA1ADAMA4G4WSYbZk/AVYWFhKiwsVHh4uIqKisyeDoAa1Cc5f7LDUC/M5BwubIGm4UIXcD/+tgWAwGfm73r+nQlMvK/u5wsJ+pCQEPXu3Vt79uxRZWWl3kxIc+z7Y2q5iTNDU1iaherSITP07fuLZFTYzZ5OUPFUDIPfwYGJ97V+OE8IVk1aox4AvKkh1fPtj2/zeLKe5DzgPnwrHQAAAEAg8YUE/fk2J36o0iLnhO7Lw5uTrAcaiBgGAMBdQsyeAADUJSd1QaNuce+JRHr749scDQAAAIDvmjNnjgzDcGp5eXnV+litVpWUlCgtLU3du3ev9/HHjBkjwzC0ceNGp+0PPvigPvnkExUWFspms2njxo264oornPqsXLmy2tx27tzZ+BcLwGdkZmb6TJI+IcGqhASrEhPzau338nBquQAAAMzAX2EAfJK71p53R2U9SXnAO/hGOgAAcLf9+/dryJAhjscVFRWOn2fOnKkZM2ZowoQJOnjwoGbPnq1t27apW7duKi4urvW40dHRevrpp/XBBx9U25eYmKilS5fq008/VfPmzTV//nxt3bpV3bt3V0lJiaPfli1bNHHiRMdju53bFgP+ylcS89KZ5HxjUFkPNAwxDACAO5CoB+BT3JWgdwcS9ID3caELAADcqby8XDabzeW+adOmaf78+Y6K+KSkJNlsNo0dO1bLly+v8ZghISFau3at5syZo4EDByoiIsJp/4gRI5weT5w4UceOHVOfPn304YcfOraXlpbWOLeahIaGqmXLlo7HYWFhTv/1JjPHhufwvtZfenq6W493YWKiJOnHRh43MTVCkhQWVv33SljYmRDwi2FX6m4dqPEYa34XqvFvkqz3F5ZmoU7/hfflbntGV986123H43dwYOJ9rR/OD4IViXoApvN0cr6hVfUk6AFzkawHAADuEhcXJ6vVqtLSUmVkZCglJUW5ubmKjY1Vp06dtHXrVkdfu92u9PR09e/fv9ZE/SOPPKJjx45pxYoVGjhwYJ1zaNeunSTp5MmTTtsHDRokm82mgoICpaen66GHHtKxY8dqPVZycrLmzp1bbbvV2rgKWncwc2x4Du+rCQoLJUmXNvbpvf/7Q3JsjX2s1mGShjVyBPiqmBvvNXsKQa2wcIbbj8nv4MDE+wrAFYskw+xJ+IqwsDAVFhYqPDxcRUVFZk8HCHjerp6vLVlPch7wPSTrgabhb1sAwW748OFq3bq1Dh48qI4dO2r27Nm68sor1aNHD3Xr1k07duxQ586dndatf/HFFxUTE6Phw4e7PGb//v31+uuvKz4+XidOnNDKlSsVERGhW265pcZ5bNq0SRdeeKFuuOEGx7bf//73Ki4u1uHDhxUbG6t58+apefPm6tOnT623wHdVUW+1WtWlSxev/643c2x4Du9rzTxVQV+Tuirrz1bQ12jBV44fw8Kay2odpi5dtqqo6EzF/Bdv1lxZD/9gaRaqmBvv1eG052VUsHyK2dxRWc/v4MDE+1o/Z88TMQwEGyrqAXidWbe3d1VZT4IeAAAACEypqamOn/fv36+dO3fq0KFDSkpK0q5duyRJhuFcu2CxWKptO6tt27Z67bXXNHnyZJ04caJec3j++ed19dVXa8CAAU7bN2zY4Pg5KytLmZmZOnz4sEaOHOm4Fb8rdrvdZSK/qKjItICmmWPDc3hfzzm7/nxlZWWTj5Xw9XOOn3PqOL8R116rk/8d+6yqMYwi++9rH6yo+i3si4rKtfefX0iSjIq6Zgt/YVTYSdT7AHf+zuR3cGDifQXgCol6AF7hK2vPk5gH/Ae3wAcAAO5UUlKiffv2KS4uTm+99ZYkKSoqSvn5+Y4+kZGRNa4bf9lllyk2NlabN292bAsJCZEklZWVqVu3bsrJyXHsW7JkiUaNGqUbbrihzlud5ufn6/Dhw4qLi2vsywPgRpnnJcibompyvqqua+9Szrg1tT63fUKCVEM8JaffBnXdVUuyfm5Pae5+p01fvHmABD3gIcQwAACNQaIegMf4SnIegP/iQhcAALhLaGiorrrqKn344YfKzc1VXl6ehg4dqs8//1yS1KJFCyUmJmrWrFkun3/gwAH17NnTadvf/vY3hYWFaerUqTp69Khj+9///nfdcsstGjRokL799ts659a+fXtdcsklTrfhB+Bdbk3O762yHMYFg2rsV2uyvh4xlfok63P6bZClWaikX9d5PABNQwwDANBQJOoBuBXJeQAAAAC+YOHChdq8ebOOHDmiyMhIzZ49W+Hh4Vq1apUkafHixUpJSVF2drays7OVkpKikpISrVu3znGMVatWyWq1KiUlRaWlpcrKynIao6CgQJKcti9dulRjx47V6NGjVVRUpI4dO0qSTp06pdOnT6tNmzaaO3eu3njjDeXl5enSSy/V448/ruPHj9d623sA7uex5HxVp//TsGR9A+MqrpL1Of021NAbgKeRrAcANASJegBNRnIegCdxkQsAABrj4osv1vr169WhQwcdO3ZMu3btUr9+/XTkyBFJ0lNPPaVWrVpp2bJluvDCC5WRkaFhw4apuLjYcYzo6OgGr0v95z//WZKUnp7utH3ChAlatWqVKioq1KtXL40fP14RERHKy8tTWlqaxowZ4zQ2AM9wZ3JekhK+qsd6w/VJ1v+ie6PnQGIe8C3EMQAA9UWiHkCjkJwH4E1c5AIAgIa644476uzz6KOP6tFHH61x/4033ljr8ydOnFhtm8ViqfU5p0+f1vDhw+ucGwD38niCPnS1ZB9f8xNcJOubkpwHAACA/yNRD6BBSNADAAAAAAB/4dUK+nok63O6/Nmt8wHgmyg4AADUB4l6AHUiOQ/AF3CRCwAAAKC+3Jmgb398W5VH/Rp1DBL0QPAhjgEAqAuJegA1IkEPwNdwkQsAAACgJlXjGCebeCzn5HyVMS7apa7HaknWn1dVT4IeAAAANSFRD6AaEvQAAAAAAMAfuDuGkRCVcOa4x2s+bn2S9TkX7XLrvAD4JwoOAAC1IVEPQBLJeQD+g4tcAAAAAHXFMdof36aTHYbW+3hnE/Rnde2ZrJz9DUvWk5wH4ApxDABATUjUA0GOBD0AAAAAAPAXDYlj1CdZf36Cvqr6JOsBAACAxiJRDwQhkvMA/B3fRgcAAACCS2NjGa6S9U7rz0fV/vy6kvUAUB/EMQAArpCoB4IICXoAgYSLXAAAACCwuSuO4ZSYP3+M/QvUtWft1xUk6wG4A3EMAMD5SNQDQYAEPYBAxUUuAAAAEFjMiGHUlqwnQQ/AnYhjAACqIlEPBCiS8wCCBRe5AAAAgP8zO45xfrKeBD0ATyGOAQA4i0Q9EEDMvqgFAAAAAABoCF+KZZCcBwAAgDeFmD0BAE2Xk7rApy5sAcDb+B0IAAAA+BdiGQCCGb//AAASFfWA3+KPOQBwxq3jAAAAAN9GLAMAziGOAQAgUQ/4GS5qAaBmXOQCAAAAvoU4BgDUjDgGAAQ3EvWAH+CiFgDqj4tcAAAAwFzEMQCg/ohjAEDwIlEP+DAubAEAAAAAgD8ghgEAAAA0DIl6wMdwYQsATce30QEAAADvII4BAE2Xk7pA1/zucbOnAQDwMhL1gI/gwhYA3ItkPQAAAOA5xDEAwL2+eHOu2VMAAHgZiXrAZFzYAoDnkKwHAAAA3Is4BgAAAOAeJOoBE3BRCwDeQ7IeAAAAaBriGAAAAID7kagHvIgLWwAAAAAA4A+IYQAAAACeFWL2BIBAl5O6wNEAAObgdzAAAABQf6yTDADm4XcwAAQPKuoBDyEpBAC+hVvgAwAAADXLSV0gS7NQs6cBABAxDAAIFlTUA25G9TwA+C5+PwMAAADOiGMAgG/idzMABD4q6gE34I8mAPAffCsdAAAAwY44BgD4B2IYABDYSNQDjcRFLQAAAAAA8BfEMQAAAADfQqIeaAAuagEgMPCNdAAAAAQD4hgA4P+IYQBA4CJRD9SBi1oACExc6AIAACAQEccAgMBDDAMAAhOJesAFLmoBIDhwoQsAAIBAkZmZeeaH49vMnQgAwCOIYQBA4AkxewKAL8lJXUCSHgCCDL/3AQAA4M8yMzPPJekBAAGNGAYABBYq6hH0+OMGAAAAAAD4m5qS8yc7DFV7quoBAAAAn0dFPYIW1fMAgLP49wAAAAD+4Gz1fF0V9Cc7DPXSjAAA3kYMAwACBxX1CDr8IQMAcIW13gAAAOCLuK09AOB8xDAAIDCQqEdQIDkPAKgPLnQBAADgK5qaoOcW+AAQ2IhhAID/49b3CGjc3h4A0FD8uwEAAAAz1efW9vXFLfABILARwwAA/0ZFPQIOf5wAAAAAAAB/485b3FNJDwAAAPg+EvUIGCToAQDuwu3jAAAA4A0k5wEATUUMAwD8F4l6+D0S9AAAT+BCFwAAAJ5Ach4A4G7EMADAP5Goh19yuqjlohQA4CFc6AIAAMAd3JWcJzEPAAAABA4S9fAr7vzWOQAAAAAAgCeRoAcAeAvFBgDgf0jUw+fVdVF7ssNQLlgBAB7DhS4AAAAaigQ9AMAMxDAAwL+QqIfPashFLcl6AIAncaELAACAurD2PAAAAICGCDF7AsD5MjMzG3Vxe7LDUA/MBgCAM3JSF5g9BQAAAPiYszEMdyTp+/yU4GgAADQW8QsA8B9U1MMnuOtb51TWAwAAAAAAT3Jn5XxNSfnYVsnK/ZlECwCgcbgzIAD4hwZV1M+ZM0eGYTi1vLy8an2sVqtKSkqUlpam7t271/v4Y8aMkWEY2rhxY7V999xzj3JycvTzzz8rMzNTAwYMcDm/xo4Nc7jrW+cAAHgD30oHAAAITu6snJekqIQERSXUXjkf24oECwCg8YhhAIDva/Ct7/fv36+oqChH69Wrl2PfzJkzNWPGDN17773q27ev8vPztW3bNrVt27bO40ZHR+vpp5/WBx98UG3f73//ey1evFjz589X79699eGHH2rLli265JJL3DI2vMvdF7fn4xb4AABP4kIXAAAgeLg7fnF+gt6aWHt/kvUAgKYghgEAvq3Bifry8nLZbDZHO378uGPftGnTNH/+fG3cuFFZWVlKSkpS69atNXbs2NonERKitWvXas6cOcrJyam2f8aMGXrllVf0yiuv6MCBA5o+fbqOHj2qe+65p8ljw3u8WT1Psh4AAAAAADSWpxP0VZGsBwAAAIJTgxP1cXFxslqtysnJ0fr16xUbGytJio2NVadOnbR161ZHX7vdrvT0dPXv37/WYz7yyCM6duyYVqxYUW1fixYt1KdPH6fjStLWrVsdx23s2KGhoQoLC3NqcD+zbm9Psh4A4Cl8Ix0AACAwmRXDcJWsz/15gaMBANBYxDAAwHc1b0jnjIwMjR8/XgcPHlTHjh01e/Zs7dixQz169FBUVJQkyWazOT3HZrMpJiamxmP2799fkyZNUnx8vMv9HTp0UPPmzV0e9+yYjR07OTlZc+fOrXE/Gs9X1p0/2WGo2h/fZvY0AAABKCd1gboOp7oJAADA33kjhpGfmVnnmvTWRMlOMgUA4AHEMADANzUoUZ+amur4ef/+/dq5c6cOHTqkpKQk7dq1S5JkGIbTcywWS7VtZ7Vt21avvfaaJk+erBMnTtQ6dn2O25CxJWnBggVatGiR43FYWJisVmut80DtfCVBL4kEPQDA47jQBQAA8E9mxC9qS9aToAcAeBoxDADwPQ1K1J+vpKRE+/btU1xcnN566y1JZ6rb8/PzHX0iIyOrVbqfddlllyk2NlabN292bAsJOXM3/rKyMnXr1k1Hjx5VeXm5o2re1XHPjteQsaUzt8e32+0NeMVwxZeS8xIJegAAAAAA4JrZMYzzk/Uk6AEA3kSyHgB8S4PXqK8qNDRUV111lfLy8pSbm6u8vDwNHXpuXfAWLVooMTFRO3bscPn8AwcOqGfPnoqPj3e0t99+W2lpaYqPj9fRo0dVVlam3bt3Ox1XkoYOHeo4bmPGRtOZtW6bK+2Pb3M0AAC8ibXeAAAAfJ8vxTDyMzNlT11Akh4AAAAIcg2qqF+4cKE2b96sI0eOKDIyUrNnz1Z4eLhWrVolSVq8eLFSUlKUnZ2t7OxspaSkqKSkROvWrXMcY9WqVbJarUpJSVFpaamysrKcxigoKJAkp+2LFi3SmjVrlJmZqZ07d+pPf/qToqOj9cILLzj61GdsuIevXNhKVM8DAHwD30gHAADwTcQwAABwRgwDAHxHgxL1F198sdavX68OHTro2LFj2rVrl/r166cjR45Ikp566im1atVKy5Yt04UXXqiMjAwNGzZMxcXFjmNER0ersrKyQZPcsGGDfvGLX+iRRx5Rp06dtH//fv361792jFvfsdF4XNgCAAAAAAB/QAwDAIDakawHAN9gkWSYPQlfERYWpsLCQoWHh6uoqMjs6fgELm4BAKg/LnLhS/jbFgACn5m/633t3xlfil9IUsJlZ9ahz8nwr9vbW5qF6tIhM/Tt+4tkVNjNng7chPc1MPG+Bh4z3lPiGJ7na38z+SrOE4JVgyrqERx87eKWBD0AwF/wjXQAAADv8bX4hXQuQX9W118m+12yHgAQPIhjAIC5QsyeAHxHZmamz1zktj++zdEAAAAAAGioOXPmyDAMp5aXl1etj9VqVUlJidLS0tS9e/d6H3/MmDEyDEMbN26stu+ee+5RTk6Ofv75Z2VmZmrAgAEu59fYsYPZ2diFr8Qvzkq4LKFakv6srr8kAQIAAACgOhL18KkLXJLzAAB/l5NKxRQAAL5i//79ioqKcrRevXo59s2cOVMzZszQvffeq759+yo/P1/btm1T27Zt6zxudHS0nn76aX3wwQfV9v3+97/X4sWLNX/+fPXu3VsffvihtmzZoksuucQtYwcrX4pdNAbJegCAryKOAQDm4db3QcqXLm5JzAMAAg23jgMAwDeUl5fLZrO53Ddt2jTNnz/fURGflJQkm82msWPHavny5TUeMyQkRGvXrtWcOXM0cOBARUREOO2fMWOGXnnlFb3yyiuSpOnTp+umm27SPffco5SUlCaNHRoaqpYtWzoeh4WFOf3Xm7w1dnp6ukeP7y6f5X6mxNjEWvtc88vH9UXmXO9MqJEszUKd/ovAwPsamHhfA4+Z72nutmd09a1zvT5uMDDz7zV/wvlBsCJRH0R8KTkPAECgI1kPAID54uLiZLVaVVpaqoyMDKWkpCg3N1exsbHq1KmTtm7d6uhrt9uVnp6u/v3715osf+SRR3Ts2DGtWLFCAwcOdNrXokUL9enTR0888YTT9q1bt6p///6S1KSxk5OTNXfu3GrbrVZrrefBk8wc29cUqrDuTkM8Pw93iLnxXrOnAA/gfQ1MvK+Bx6z3tLBwhinjBgv+ZgLgCon6AOcPyfmTHYZSVQ8ACEgk6wEAME9GRobGjx+vgwcPqmPHjpo9e7Z27NihHj16KCoqSpKqVdvbbDbFxMTUeMz+/ftr0qRJio+Pd7m/Q4cOat68ucvjnh2zsWNL0oIFC7Ro0SLH47CwMFmtVnXp0kVFRUW1PtfdPDG2v1TP16VqZb2vV9Cfz9IsVDE33qvDac/LqLCbPR24Ce9rYOJ9DTy+8p5SWe9eZv695k/Onicg2JCoD0D+kJwHAAAAAMCTUlNTHT/v379fO3fu1KFDh5SUlKRdu3ZJkgzDcHqOxWKptu2stm3b6rXXXtPkyZN14sSJWseuz3EbMvZZdrtddnv1wH1RUZFpgd+mjl01hlFZWemOKZku7VCaoyDBkH8mz4wKO4m/AMT7Gph4XwOP2e8pyWTPMPPvNQC+i0R9gPD35DxV9QCAQEVVPQAAvqGkpET79u1TXFyc3nrrLUlnqtvz8/MdfSIjI2tc0/6yyy5TbGysNm/e7NgWEhIiSSorK1O3bt109OjR/7+9+w+ysr7vBf5ZlSUCu1VD+SG/XO5sKBDQjsFBryOKQIjm9qrTxIZyIUyadmJMr5LWwEoKTi6SC7dcag1NbRPcJgMzaMTWWrhgwqy55Uc1tSKkRAMIuZvdDRTs7mYJG/DcPywnHvYHu8vunuc85/Wa+Y6cPc95nmfP17PnfN6f53lOnD17NnvWfHvrPb+97mw7jQo9x2iPXAOANJBjAPSfy/K9A1yaV199NTXF7cmhs/O9CwDQJw5vW5XvXQCAoldaWhoTJ06Murq6OHLkSNTV1cXs2b+qQwcMGBAzZsyIXbt2tfv4gwcPxoc//OG44YYbsuPv/u7vYufOnXHDDTfET37yk/jlL38ZP/jBD3LWGxExe/bs7Hp7su00SVOOEfFec/78AIC0kGMA9A9n1BegNBW0AFAsHJEOAP1rzZo18cILL8SxY8di2LBhsWzZsigvL4/q6uqIiFi3bl1UVVXFW2+9FW+99VZUVVVFS0tLbNy4MbuO6urqqK2tjaqqqjhz5kwcOHAgZxvvvPNORETOz9euXRvf+ta34tVXX43du3fH7//+78fYsWPj61//enaZrmw7bdKWZXzgIx957x8aGQAAQA9p1BeQtBW17XEJfADSTLMeAPrP6NGjY9OmTTF06NA4fvx47NmzJ6ZPnx7Hjh2LiIjVq1fHlVdeGevXr4+rr7469u7dG3PmzInm5ubsOsaOHdvt703fvHlzfPCDH4w/+ZM/iZEjR8b+/fvjrrvuym63q9tOgzTmGNkG/X9ombs0BmnWA5BCMgyAvqdRXwDSWNh2RrMeAACAS/WpT33qoss89thj8dhjj3V4/x133NHp4xctWtTuz//iL/4i/uIv/uKStl2o0pphXNigfz/NegAAoCc06hPq/d8BczKP+wEA9C5HpAMAaZTWBj0AFDMZBkDfuizfO0Cuw9tW5TTpi9XJobPzvQsA0Ge81wMAaVFTU1MUTfpfXOR3bNHEACClZBgAfUejPgHON+c7esPL12XgrzmxI6+XoNesByDNFLoAQCGrqanJ9y70O816AACgN7n0fR4lNaC/sDl/zYkd/do09/30AAAAkDzFcOb8xfzi1VfbfF+976cHIO1cAh+gb2jU50FPGvR93Sy/WHM839sHgDRS6AIASac539YvXn1VjgFA0ZFhAPQ+jfp+0htnz/dFszyfhaWiFgAUugBA8mjOt0+OAQAA9CaN+j6WxMvb97Sw7I0DBRS1ANCWZj0AkG+a8+2TYwDAr8gvAHqXRn0f6Mvm/KU0y3ujuOzp9hW2AAAAkDznM4yTed6PpLnx6HvfQ39kcPJOwACAfNKsB+g9GvW9qL/Onu9OszzfDfJ8bx8ACoVCFwDoT0m8AmASnG/Qn1fx86Wa9QBwARkGQO/QqO8FSSxu+7JBfrEDBTTnAaBnFLoAQF/rKMPoja+764lrPvJeY/xkni+9f2GD/v006wGgLRkGwKXTqO+hfDfn2yug+7NBnu/tAwAAAF3T1QyjP5v15xv077/d38366/7T+/bhaL9uGgAAQKO+O/LdnL9Qvhvj+d4+AKSRI9IBgN7Q2xnG+QzgUhv5FzboL7yvr5v1Oc359/m3mREf/F7Hj3NWPQC0JcMAuDSX5XsHCsHhbasS16QHANLL5w4AoKcuNcO48KD8a07syPlZTw7a/8g7H8mOi26/nUb+wI98JDt66iOH98ZHDu/tdJl/m9n5Oip+rhEBABeSYQD0nDPqO+DNBQDIJ0elAwDd0Zs5xsWa8dec2BHvDPtop8t01JQf/1LE4VkX2f5HPhI/7+C+gR/5SJzpxln3Fzbnh+74WpyY/fkOl2/vzHpn0gNA52QYAD3jjPp27HtuRb53AQDAgYMAQJfkI8e4+t92tvnZ+bPvL9boH/9SJ3duW/Xe6ERXzqzv7Az6oTu+1ulj/23me8358wMAuDgZBkD3OaMeAAAAgB65+t92RuZca5ufHz67KsZf0fGZdW3OrL8g3B+8bVX8vJMz89o7sz73AIHyTve7vTPrG/dqMAAAAP3HGfUAAAnmiHQAoFAdPtv555jxL0WnZ9AP7sKZ9R2dxX+4vPGi+zd0x9eice+q7AAALo0MA6B7NOoBABJOoQsAFKr2mvWHz67Kjotpr1k/eNuq7Oh025006w+XN3apmQ8AdI8MA6DrXPq+HVPvWxGvP1OV790AAMg6vG1VjO/k8q8AQPFKeo7RlYZ8Zy7WkO902+WNMb6xPOc2ANC3ZBgAXeOM+g54EwEAksZR6QBAR+QYHTt/9rwmPQD0HxkGwMVp1HdCkQsAAAAUCjkGAABA4dCoBwAoII5IBwAAAAqBDAOgcxr1F+FodAAgaRS6AEBH5BgAQJLIMAA6plHfBYpcACBpFLoAQEfkGABAksgwANqnUd9FilwAAACgUMgxAIAk0awHaEujvhsUuQBAkihyAYDOyDEAAACSS6MeAKCAadYDAAAAhUCGAZBLo76bHI0OAAAAFAo5BgCQJJr1AL+iUd8DilwAIEkUuQAAAEChkGMAvEejvoc06wGAJFHkAgAdkWEAAEkjxwDQqL8kCl0AAACgEMgwAAAAkkWjHgAgJRyNDgAAABQKOQZQ7DTqL5Ej0gGAJFHkAgAdkWEAAEkjxwCKmUZ9L1DoAgBJosgFADoiwwAAAEgGjfpeotAFAAAACoEMAwBIEiccAMVKo74XKXQBgKRQ5AIAnZFhAABJIscAipFGPQBASilyAQAAAACSSaO+lzkiHQBIEs16AKAjMgwAIElkGECx0ajvAwpdAAAAoBDIMACAJNGsB4qJRj0AQMopcgEAAIBCIccAioVGfR9xRDoAkCSKXACgIzIMACBp5BhAMdCo70MKXQAAAKAQyDAAAAD6l0Z9H1PoAgBJ4Wh0AAAAoFDIMYC006gHACgiilwAoCNONgAAkkaOAaRZtxr1y5cvj0wmkzPq6uraLFNbWxstLS2xc+fOmDRpUqfrvPfee+OVV16JU6dORXNzc7z22msxf/78nGWOHDnSZruZTCaefPLJ7DIbNmxoc//u3bu78+v1GYUuAJAkilwAoCMyDAAgaeQYQFp1+4z6/fv3x4gRI7JjypQp2fseeeSRWLx4cTz44IMxbdq0qK+vjx07dsSQIUM6XN/Jkydj5cqVcfPNN8fUqVNjw4YNsWHDhpgzZ052mWnTpuVsc9asWRER8cwzz+Ssa+vWrTnL3XXXXd399fqMQhcASBJFLgDQERkGAJA0cgwgjbrdqD979mw0NDRkx4kTJ7L3PfTQQ7Fy5crYsmVLHDhwIBYuXBiDBg2KefPmdbi+mpqaeP755+PgwYNx+PDheOKJJ2Lfvn1x6623Zpc5ceJEzjY//vGPx49//OOoqanJWdeZM2dyljt16lR3f70+pdAFAAAACoEMAwAAoG91u1FfWVkZtbW1cfjw4di0aVNUVFRERERFRUWMHDkytm/fnl22tbU1ampq4pZbbuny+mfOnBkTJkyIl19+ud37BwwYEPPnz49vfvObbe67/fbbo6GhIX70ox/FU089Fb/+67/e6bZKS0ujrKwsZwAAFAtHowMAAACFQo4BpE23GvV79+6NBQsWxEc/+tH47Gc/GyNGjIhdu3bFNddcEyNGjIiIiIaGhpzHNDQ0ZO/rSHl5eTQ1NUVra2u8+OKL8YUvfCFeeumldpe955574qqrroqnn3465+dbt26N3/3d342ZM2fGF7/4xZg2bVp873vfi9LS0g63u3Tp0mhsbMyO2traLjwLl8YR6QBAkihyAYCOyDAAgKSRYwBp0q1G/bZt2+K5556L/fv3x3e/+924++67IyJi4cKF2WUymUzOY0pKStr87EJNTU1xww03xLRp0+LRRx+NtWvXxowZM9pd9jOf+Uxs3bo16urqcn6+efPm+Id/+Ic4cOBA/P3f/3187GMfiw996EPZfWzPqlWrory8PDtGjRrV6X72FoUuAJAkilwAoCMyDAAAgL7R7Uvfv19LS0u88cYbUVlZGfX19RERbc6eHzZsWJuz7C+UyWTi0KFD8frrr8fatWvj2WefjaVL2xaCY8eOjVmzZsVf//VfX3Tf6uvr4+jRo1FZWdnhMq2trdHU1JQzAACKkWY9ANARzXoAIElkGEBaXFKjvrS0NCZOnBh1dXVx5MiRqKuri9mzZ2fvHzBgQMyYMSN27drVrfWWlJTEwIED2/x80aJF8bOf/SxefPHFi67jmmuuiTFjxrQ58z4pFLkAAABAoZBjAAAA9K5uNerXrFkTt912W1x33XVx0003xbPPPhvl5eVRXV0dERHr1q2LqqqquOeee2Ly5Mnx9NNPR0tLS2zcuDG7jurq6nj88cezt5csWRKzZs2KioqKmDBhQjz88MOxYMGC+Pa3v52z7ZKSkli0aFFUV1fHuXPncu4bPHhwrFmzJqZPnx7jxo2LGTNmxAsvvBAnTpyILVu2dPtJ6S+KXAAgSRyRDgAAABQCGQaQBld0Z+HRo0fHpk2bYujQoXH8+PHYs2dPTJ8+PY4dOxYREatXr44rr7wy1q9fH1dffXXs3bs35syZE83Nzdl1jB07Nt59993s7cGDB8f69etj9OjRcfr06Th48GDMnz8/Nm/enLPtWbNmxbhx4+Kb3/xmm/06d+5cTJkyJRYsWBBXXXVV1NXVxc6dO+P+++/P2TYAAJ07vG2VgwkBgHaNn7tUKA4AJIYMAyh0JRGRyfdOJEVZWVk0NjZGeXl5v35fvSIXAEgahW7hy9dnWwD6Tz5zjJLLS+O6WYvj7ZfWRuZca79tm75lXtPJvKaTeU0fc9pzSc4w1OZd43miWF3Sd9TTO5L8JgIAFCcHEgIAHZFjAABJIsMACpVGfUIocgEAAKD3LF++PDKZTM6oq6trs0xtbW20tLTEzp07Y9KkSZ2u8957741XXnklTp06Fc3NzfHaa6/F/Pnzc5Y5cuRIm+1mMpl48skns8ts2LChzf27d+/uvV++H0y9b0W+dwEAAKCgadQDANAuR6QDUOj2798fI0aMyI4pU6Zk73vkkUdi8eLF8eCDD8a0adOivr4+duzYEUOGDOlwfSdPnoyVK1fGzTffHFOnTo0NGzbEhg0bYs6cOdllpk2blrPNWbNmRUTEM888k7OurVu35ix311139fJvDwBQPGQYQCG6It87wK+Mn7vUmwkAkCiHt61y5R8ACtbZs2ejoaGh3fseeuihWLlyZWzZsiUiIhYuXBgNDQ0xb968eOqpp9p9TE1NTc7tJ554IhYuXBi33nprbN++PSIiTpw4kbPMkiVL4sc//nGbx545c6bDfetIaWlpDBw4MHu7rKws57/96fw2Sy4v7fdt03fOz+3cAkYAAE8FSURBVKd5TRfzmk7mNX3M6aU7suNPE3fVn3x+Xisknh+KVUlEZPK9E0lRVlYWjY2NUV5eHk1NTXnbD816ACBpNOsLT1I+2wLky/Lly+OP//iP49///d/jzJkzsXfv3qiqqoojR45ERUVFHD58OH7zN38z/uVf/iX7mOeffz7eeeed+PSnP92lbcycOTP+7u/+Lu6555546aWX2tw/YMCA+OlPfxpr166NVat+Vetv2LAh7rnnnmhtbY133nknampq4tFHH43jx49f9HdasWJFl/YNAAAKjQyDYuOMegAALsqZ9QAUmr1798aCBQvizTffjOHDh8eyZcti165dMXny5BgxYkRERJsz2hsaGmLcuHGdrre8vDxqa2tj4MCBce7cuXjggQfabdJHRNxzzz1x1VVXxdNPP53z861bt8YzzzwTR48ejYqKivjKV74S3/ve9+LGG2+M1tbWDre9atWqWLt2bfZ2WVlZ1NbWxqhRo/o90Lxw2/ueW9Gv26dvlFxeGuPueDCO7nwyMuc6/n+RwmJe08m8po857V1JObM+n5/XCsn55wmKjUZ9ArkEPgAAAFyabdu2Zf+9f//+2L17dxw6dCgWLlwYe/bsiYiITCb3IoMlJSVtfnahpqamuOGGG2LIkCFx5513xtq1a+Pw4cNtLm0fEfGZz3wmtm7dGnV1dTk/37x5c/bfBw4ciFdffTWOHj0ad999d/ZS/O1pbW1tt5Hf1NSUt+D3/LYrZn9RlpEimXOtmkQpZF7TybymjzntHUlriufz8xqQXJflewdonzPWAICkEb4DUMhaWlrijTfeiMrKyqivr4+IyJ5Zf96wYcMu+r3xmUwmDh06FK+//nqsXbs2nn322Vi6tG0NP3bs2Jg1a1b89V//9UX3rb6+Po4ePRqVlZXd+I0AAOiIDAMoBBr1CaZZDwAkjUIXgEJVWloaEydOjLq6ujhy5EjU1dXF7Nmzs/cPGDAgZsyYEbt27erWektKSmLgwIFtfr5o0aL42c9+Fi+++OJF13HNNdfEmDFj2px5X2jkGABAksgwgKTTqAcAoFsUugAUgjVr1sRtt90W1113Xdx0003x7LPPRnl5eVRXV0dExLp166KqqiruueeemDx5cjz99NPR0tISGzduzK6juro6Hn/88eztJUuWxKxZs6KioiImTJgQDz/8cCxYsCC+/e1v52y7pKQkFi1aFNXV1XHu3Lmc+wYPHhxr1qyJ6dOnx7hx42LGjBnxwgsvxIkTJzq97H2h0KwHAADoGt9Rn3C+rx4AAAC6b/To0bFp06YYOnRoHD9+PPbs2RPTp0+PY8eORUTE6tWr48orr4z169fH1VdfHXv37o05c+ZEc3Nzdh1jx46Nd999N3t78ODBsX79+hg9enScPn06Dh48GPPnz8/5zvmIiFmzZsW4cePim9/8Zpv9OnfuXEyZMiUWLFgQV111VdTV1cXOnTvj/vvvz9l2IZNlAABJcXjbKgcSAolVEhGZfO9EUpSVlUVjY2OUl5dHU1NTvncnhwIXAEgahW6yJfmzLQC9I59/67uybVlG4Sm5vDSum7U43n5pbWTOteZ7d+gl5jWdzGv6mNO+la8MQ23eNZ4nipVL3xcIQTgAkDTCdwAAAACAntGoBwCgxzTrAYCOOOkAAEgK+QWQRBr1BUSBCwAAAAAA0H2a9UDSaNQXGM16ACBpFLoAQEfkGABAksgwgCTRqC9AilwAIGkUugAAAEAhkGEASaFRX6A06wEAAIBCIMMAAABoS6MeAIBe4Yh0AAAAoBDIMIAk0KgvYI5IBwCSRqELALRHhgEAJI0MA8g3jfoCp9AFAJJGoQsAtEeGAQAkjQwDyCeN+hRQ6AIAAACFQIYBACSNZj2QLxr1KaHQBQCSRJELAHREhgEAAKBRDwBAH9GsBwAAAAqBDAPIB436FHFEOgAAAFAIZBgAQNJo1gP9TaM+ZRS6AECSKHIBgI7IMACApJFjAP1Joz6FFLoAQJIocgGAjsgwAICkkWMA/UWjPqUUugAAAEAhkGEAAADFSKMeAIA+52h0AAAAoFDIMYD+oFGfYo5IBwCSRJELAHREhgEAJI0cA+hrGvUpp9AFAJJEkQsAdESGAQAkjRwD6Esa9UVAoQsAJIkiFwDoiAwDAEgaOQbQVzTqi4RCFwAAACgEMgwAAKAYaNQDANDvHI0OAAAAFAo5BtAXNOqLiCPSAYAkUeQCAB2RYQAASSPHAHqbRj0AAHmjyAUAOqJZDwAkjRwD6E0a9UVGkQsAJI0iFwDoiBwDAEgaOQbQWzTqi5AiFwAAACgUcgwAACCNNOoBAMg7R6MDAAAAhUKOAfQGjfoi5Wh0ACBpFLkAQEfkGABA0sgxgEulUV/EFLkAQNIocgGAjsgxAACANNGoBwAAAAAAgG5ywgFwKTTqi5yj0QGApFHkAgAdkWMAAEkjxwB6SqMeRS4AkDiKXACgI3IMAAAgDTTqAQBIJM16AAAAoBDIMICe0KgnIhyNDgAAABQOOQYAkDSa9UB3adSTpcgFAJJGkQsAdESOAQAAFDKNenIocgGApNGsBwA6IscAAJJEhgF0h0Y9bShyAQAAgEIhxwAAAAqRRj0AAInniHQAAACgEMgwgK7SqKddjkYHAJJGoQsAdESOAQAkiQwD6AqNejqkyAUAkkahCwB0RI4BACSJDAO4GI16OqXIBQCSRqELAHREjgEAJMm+51bkexeABNOo56IUuQAAAEChkGMAAACFQKMeAICC46x6AAAAAKCQadTTJY5GBwCSRrMeAOiIHAMASBKXwAfa061G/fLlyyOTyeSMurq6NsvU1tZGS0tL7Ny5MyZNmtTpOu+999545ZVX4tSpU9Hc3ByvvfZazJ8/v9vb7cm26R5FLgCQNJr1AAAAQCGQYQAX6vYZ9fv3748RI0Zkx5QpU7L3PfLII7F48eJ48MEHY9q0aVFfXx87duyIIUOGdLi+kydPxsqVK+Pmm2+OqVOnxoYNG2LDhg0xZ86cLm+3p9um+zTrAYCkUegCAO2RYQAASSPDAN6v2436s2fPRkNDQ3acOHEie99DDz0UK1eujC1btsSBAwdi4cKFMWjQoJg3b16H66upqYnnn38+Dh48GIcPH44nnngi9u3bF7feemuXt9vTbdMzCl0AAACgEMgwAACApOp2o76ysjJqa2vj8OHDsWnTpqioqIiIiIqKihg5cmRs3749u2xra2vU1NTELbfc0uX1z5w5MyZMmBAvv/xyl7Z7KdsuLS2NsrKynAEAQOFxRDoAAABQCGQYwHndatTv3bs3FixYEB/96Efjs5/9bIwYMSJ27doV11xzTYwYMSIiIhoaGnIe09DQkL2vI+Xl5dHU1BStra3x4osvxhe+8IV46aWXurTdiOjxtpcuXRqNjY3ZUVtb2/Uno8g5Ih0ASBqFLgDQHhkGAJA0MgwgopuN+m3btsVzzz0X+/fvj+9+97tx9913R0TEwoULs8tkMpmcx5SUlLT52YWamprihhtuiGnTpsWjjz4aa9eujRkzZnRruz3Z9qpVq6K8vDw7Ro0a1el+kkuhCwAkjUIXAGiPDAMASBoZBtDtS9+/X0tLS7zxxhtRWVkZ9fX1ERFtzmAfNmxYmzPdL5TJZOLQoUPx+uuvx9q1a+PZZ5+NpUs7LqDev92I6PG2W1tbo6mpKWfQPQpdACBpFLoAQHtkGABA0sgwoLhdUqO+tLQ0Jk6cGHV1dXHkyJGoq6uL2bNnZ+8fMGBAzJgxI3bt2tWt9ZaUlMTAgQO7tN2I6NVt030KXQAAAKAQyDAAAICk6Fajfs2aNXHbbbfFddddFzfddFM8++yzUV5eHtXV1RERsW7duqiqqop77rknJk+eHE8//XS0tLTExo0bs+uorq6Oxx9/PHt7yZIlMWvWrKioqIgJEybEww8/HAsWLIhvf/vbXd5uV7cNAEBxcEQ6AAAAUAhkGFC8rujOwqNHj45NmzbF0KFD4/jx47Fnz56YPn16HDt2LCIiVq9eHVdeeWWsX78+rr766ti7d2/MmTMnmpubs+sYO3ZsvPvuu9nbgwcPjvXr18fo0aPj9OnTcfDgwZg/f35s3ry5y9vt6rbpO+PnLvVmAgAkyuFtq5w1BwC0IcMAAJJGhgHFqSQiMvneiaQoKyuLxsbGKC8v9331PaTQBQCSplgLXZ9tAdIvn3/r0/A+I8Noq+Ty0rhu1uJ4+6W1kTnXmu/doZeY13Qyr+ljTtOpu/Mqwyjcz5bQE5f0HfUAAJB0QngAoD3FGoQDAMklw4DiolFPr1LkAgAAkATLly+PTCaTM+rq6tosU1tbGy0tLbFz586YNGlSp+u8995745VXXolTp05Fc3NzvPbaazF//vxub7cn26ZvyDEAAIB80ain1ylyAYCkcUQ6QHHav39/jBgxIjumTJmSve+RRx6JxYsXx4MPPhjTpk2L+vr62LFjRwwZMqTD9Z08eTJWrlwZN998c0ydOjU2bNgQGzZsiDlz5nR5uz3dNgAAxUGGAcXjinzvAOk0fu5SbyYAQKIc3rbKAYUARebs2bPR0NDQ7n0PPfRQrFy5MrZs2RIREQsXLoyGhoaYN29ePPXUU+0+pqamJuf2E088EQsXLoxbb701tm/f3qXt9nTbERGlpaUxcODA7O2ysrKc//anfG67t13/icdj33Mr8r0biVByeWnOf0kH85pO5jV9zGk69XRej+z405h634re36GESsNnSugJjXoAAAAglSorK6O2tjbOnDkTe/fujaqqqjhy5EhUVFTEyJEjc5rrra2tUVNTE7fcckunzfL3mzlzZkyYMCG+9KUvdWm7EXFJ2166dGmsWLGizc9ra2u7tL99IZ/bpu+Mu+PBfO8CfcC8ppN5TR9zmk49mdfGxsV9sCdAkmjU02ecVQ8AJI2z6gGKx969e2PBggXx5ptvxvDhw2PZsmWxa9eumDx5cowYMSIios1Z7w0NDTFu3LhO11teXh61tbUxcODAOHfuXDzwwAPx0ksvdWm7J0+evKRtr1q1KtauXZu9XVZWFrW1tTFq1Khoamq6+JPSi/K57b7irPr3zvYbd8eDcXTnk5E515rv3aGXmNd0Mq/pY07T6VLntVjOqj//2RKKjUY9fUqzHgBIGs16gOKwbdu27L/3798fu3fvjkOHDsXChQtjz549ERGRyWRyHlNSUtLmZxdqamqKG264IYYMGRJ33nlnrF27Ng4fPpy9LH5n2/3f//t/Z+/rybZbW1ujtbVtwNvU1JS3Znk+t93bKmZ/UYbxHzLnWjWJUsi8ppN5TR9zmk49ndfXn6mSYUCKXZbvHSD9vIkAAACQby0tLfHGG29EZWVl1NfXR0Rkz24/b9iwYZ1+t3zEew32Q4cOxeuvvx5r166NZ599NpYu7bjuff92I+KStk3fk2EAAAD9RaMeAICi42w5gOJTWloaEydOjLq6ujhy5EjU1dXF7Nmzs/cPGDAgZsyYEbt27erWektKSmLgwIFd2m5E9Oq2AQBIPxkGpJdGPf3CEekAQNIodAHSbc2aNXHbbbfFddddFzfddFM8++yzUV5eHtXV1RERsW7duqiqqop77rknJk+eHE8//XS0tLTExo0bs+uorq6Oxx9/PHt7yZIlMWvWrKioqIgJEybEww8/HAsWLIhvf/vbXd5uV7dN/sgwAICkkWFAOvmOevqN76sHAACgv4wePTo2bdoUQ4cOjePHj8eePXti+vTpcezYsYiIWL16dVx55ZWxfv36uPrqq2Pv3r0xZ86caG5uzq5j7Nix8e6772ZvDx48ONavXx+jR4+O06dPx8GDB2P+/PmxefPmLm+3q9smv2QYAEDSHN62ygGFkDIlEZHJ904kRVlZWTQ2NkZ5eXk0NTXle3dSSZELACRNWotcn20B0i+ff+uL5X2m2HKMkstL47pZi+Ptl9ZG5lxrvneHXmJe08m8po85Tae+mNc05hjF8tkSLuTS9/SrNL6BAAAAAOkkxwAAAPqKRj39TpELACRJsZ0pBwAAABQuOQakh0Y9AABFT5ELAHTECQcAQNLIMSAdNOrJC0UuAJA0ilwAoCNyDAAgaeQYUPg06skbRS4AkDSKXACgI3IMACBp5BhQ2DTqyStFLgAAAFAo5BgAAEBv0agHAID3cTQ6AAAAUCjkGFC4NOrJO0ejAwBJo8gFADoixwAAkkaOAYVJo55EUOQCAEmjyAUAOiLHAACSRo4BhUejnsRQ5AIASaPIBQA6IscAAJJGjgGFRaOeRFHkAgAAAIVCjgEAAPSURj0AAHTC0egAAABAoZBjQOHQqCdxHI0OACSNIhcA6IgcAwBIGjkGFAaNehJJkQsAJI0iFwDoiBwDAEgaOQYkn0Y9iaXIBQCSRpELAHREjgEAJI0cA5JNo55EU+QCAAAAhUKOAQAAdJVGPQAAdIOj0QEAAIBCIceA5NKoJ/EcjQ4AJI0iFwDoiBwDAEgaOQYkk0Y9BUGRCwAkjSIXAAAAAOgpjXoAAOghzXoAoD1OOAAAkkaGAcmjUU/BUOQCAAAAAAAAaaBRT0HRrAcAksYR6QBAe2QYAEDSyDAgWTTqKTgKXQAgaRS6AAAAQCGQYUByaNQDAEAvUOgCABdysgEAkEQyDEgGjXoKkkIXAAAAKAQyDAAgiTTrIf806ilYCl0AIGkUuQBAe2QYAADAhTTqKWgKXQAgaTTrAYD2yDAAgKSRYUB+adQDAEAvU+gCAAAAhUCGAfmjUU/Bc0Q6AAAAUAhkGAAAwHka9aSCQhcASBpHpAMA7ZFhAABJI8OA/NCoJzUUugBA0ih0AYD2yDAAgKSRYUD/06gnVRS6AAAAQCGQYQAAQHHTqAcAgD7kiHQAAACgEMgwoH9p1JM6jkgHAJJGoQsAtEeGAQAkjQwD+o9GPamk0AUAkkahCwC0R4YBACSNDAP6h0Y9qaXQBQCSRqELALRHhgEAJI0MA/qeRj2pptAFAAAACoEMAwAAiotGPQAA9CNHpAMAAACFQIYBfUujntRzRDoAkDQKXQCgPTIMACBpZBjQdzTqKQoKXQAgaRS6AEB7ZBgAQNLIMKBvaNQDAECeKHQBgPZo1gMASSPDgN6nUU/RUOQCAAAAhUKOAQAA6aZRT1FR5AIASeOIdAAAAKAQyDCgd2nUAwBAnil0AYD2OOEAAEgaGQb0nm416pcvXx6ZTCZn1NXVtVmmtrY2WlpaYufOnTFp0qRO13nvvffGK6+8EqdOnYrm5uZ47bXXYv78+TnLLFmyJP7pn/4pGhsbo6GhIbZs2RIf+tCHcpbZsGFDm33bvXt3d349ioQiFwBIIoUuANAeOQYAkDQyDOgd3T6jfv/+/TFixIjsmDJlSva+Rx55JBYvXhwPPvhgTJs2Lerr62PHjh0xZMiQDtd38uTJWLlyZdx8880xderU2LBhQ2zYsCHmzJmTXWbGjBnxta99LaZPnx6zZ8+OK664IrZv3x6DBg3KWdfWrVtz9u2uu+7q7q9HkVDkAgAAAIVCjgEAJI1mPVy6bjfqz549Gw0NDdlx4sSJ7H0PPfRQrFy5MrZs2RIHDhyIhQsXxqBBg2LevHkdrq+mpiaef/75OHjwYBw+fDieeOKJ2LdvX9x6663ZZT72sY9FdXV1/PCHP4x9+/bFokWLYty4cXHjjTfmrOvMmTM5+3bq1Knu/noUEUUuAJA0ilwAoCNyDAAASJduN+orKyujtrY2Dh8+HJs2bYqKioqIiKioqIiRI0fG9u3bs8u2trZGTU1N3HLLLV1e/8yZM2PChAnx8ssvd7jMr/3ar0XEe2fjv9/tt98eDQ0N8aMf/Sieeuqp+PVf//VOt1VaWhplZWU5AwAA8kmzHgAAACgEMgy4NN1q1O/duzcWLFgQH/3oR+Ozn/1sjBgxInbt2hXXXHNNjBgxIiIiGhoach7T0NCQva8j5eXl0dTUFK2trfHiiy/GF77whXjppZc6XH7t2rXx/e9/Pw4cOJD92datW+N3f/d3Y+bMmfHFL34xpk2bFt/73veitLS0w/UsXbo0Ghsbs6O2trYrTwMp4mh0AAAAoFDIMQCApNGsh57rVqN+27Zt8dxzz8X+/fvju9/9btx9990REbFw4cLsMplMJucxJSUlbX52oaamprjhhhti2rRp8eijj8batWtjxowZ7S775JNPxtSpU+NTn/pUzs83b94c//AP/xAHDhyIv//7v4+Pfexj8aEPfSi7j+1ZtWpVlJeXZ8eoUaM63U/SSZELACSNIhcA6IgcAwBIGjkG9Ey3L33/fi0tLfHGG29EZWVl1NfXR0S0OXt+2LBhbc6yv1Amk4lDhw7F66+/HmvXro1nn302li5tW3Q88cQT8Vu/9Vtxxx13XPTs9/r6+jh69GhUVlZ2uExra2s0NTXlDAAASAJFLgAAAFAo5BjQfZfUqC8tLY2JEydGXV1dHDlyJOrq6mL27NnZ+wcMGBAzZsyIXbt2dWu9JSUlMXDgwJyf/fmf/3ncd999MXPmzHj77bcvuo5rrrkmxowZE3V1dd3aNsXJ0egAAABAoZBjAABA4etWo37NmjVx2223xXXXXRc33XRTPPvss1FeXh7V1dUREbFu3bqoqqqKe+65JyZPnhxPP/10tLS0xMaNG7PrqK6ujscffzx7e8mSJTFr1qyoqKiICRMmxMMPPxwLFiyIb3/729llvva1r8X8+fNj3rx50dTUFMOHD4/hw4fHBz7wgYiIGDx4cKxZsyamT58e48aNixkzZsQLL7wQJ06ciC1btlzSE0TxUOQCAEnjaHQAoCNyDAAgaeQY0D1XdGfh0aNHx6ZNm2Lo0KFx/Pjx2LNnT0yfPj2OHTsWERGrV6+OK6+8MtavXx9XX3117N27N+bMmRPNzc3ZdYwdOzbefffd7O3BgwfH+vXrY/To0XH69Ok4ePBgzJ8/PzZv3pxd5oEHHoiIiJqampz9+fSnPx3V1dVx7ty5mDJlSixYsCCuuuqqqKuri507d8b999+fs224mPFzl3ojAQAS5fC2VYJ4AAAAoCDIMaDrutWo/9SnPnXRZR577LF47LHHOrz/jjvuyLn95S9/Ob785S93us6SkpJO7//FL34Rc+fOvei+AQBAIVLkAgDtccIBAJBEcgzomkv6jnpII28eAAAAhW/58uWRyWRyRl1dXZtlamtro6WlJXbu3BmTJk3qdJ333ntvvPLKK3Hq1Klobm6O1157LebPn5+zzJIlS+Kf/umforGxMRoaGmLLli3xoQ99KGeZDRs2tNm33bt3984vTtGRYwAASeRgQrg4jXpohyIXAEgaBS5A9+3fvz9GjBiRHVOmTMne98gjj8TixYvjwQcfjGnTpkV9fX3s2LEjhgwZ0uH6Tp48GStXroybb745pk6dGhs2bIgNGzbEnDlzssvMmDEjvva1r8X06dNj9uzZccUVV8T27dtj0KBBOevaunVrzr7dddddvf8EUDTkGAAAUHg06qEDilwAIGk06wG65+zZs9HQ0JAdJ06cyN730EMPxcqVK2PLli1x4MCBWLhwYQwaNCjmzZvX4fpqamri+eefj4MHD8bhw4fjiSeeiH379sWtt96aXeZjH/tYVFdXxw9/+MPYt29fLFq0KMaNGxc33nhjzrrOnDmTs2+nTp3q/SeAoiLHAACSRo4BnevWd9QDAAD55XveALqusrIyamtr48yZM7F3796oqqqKI0eOREVFRYwcOTK2b9+eXba1tTVqamrilltuiaeeeqpL6585c2ZMmDAhvvSlL3W4zK/92q9FxHtn47/f7bffHg0NDfHOO+9ETU1NPProo3H8+PFOt1daWhoDBw7M3i4rK8v5b3/K57bpWMnlpb3y+EtdD8liXtPJvKaPOU0n8xpxZMefxtT7VnS6jM+UFKuSiMjkeyeSoqysLBobG6O8vDyampryvTskhCO+AICk6Uqj3mdboNjNnTs3Bg0aFG+++WYMHz48li1bFr/xG78RkydPjgkTJsSuXbvi2muvzfne+r/8y7+McePGxdy5cztcb3l5edTW1sbAgQPj3Llz8cADD8SGDRs6XP5v//Zv4+qrr47bbrst+7NPfvKT0dzcHEePHo2Kior4yle+EldccUXceOON0dra2uG6li9fHitWrOjeEwEAAAVChkGx0ah/H2EmHdGsBwCS5mLNep9tAXINGjQoDh06FKtXr449e/bErl27YuTIkVFfX59d5qmnnooxY8bExz72sQ7XU1JSEuPHj48hQ4bEnXfeGV/+8pfjnnvuiZqamjbLPvnkk3H33XfHrbfeGrW1tR2uc8SIEXH06NH4nd/5ndiyZUuHy7V3Rn1tbW2MGjWq3//W53PbdG7fcyt6/NiSy0tj3B0PxtGdT0bmXMcHjVBYzGs6mdf0MafpZF5/pbOz6s9/tpRhUGxc+h66YPzcpZr1AECiuAQ+QPe0tLTEG2+8EZWVlfH8889HxHsN8vc36ocNGxYNDQ2drieTycShQ4ciIuL111+PiRMnxtKlS9s06p944on4rd/6rbjttts6bdJHRNTX18fRo0ejsrKy0+VaW1vbPeO+qakpb4FmPrdN+ypmf/GSM4zMudaibyakkXlNJ/OaPuY0ncxrxOvPVMkx4AKX5XsHoFB4AwEAAChcpaWlMXHixKirq4sjR45EXV1dzJ49O3v/gAEDYsaMGbFr165urbekpCTnLPeIiD//8z+P++67L2bOnBlvv/32RddxzTXXxJgxY3Iuww+XQoYBAADJp1EPAAAFyhV/ADq2Zs2auO222+K6666Lm266KZ599tkoLy+P6urqiIhYt25dVFVVxT333BOTJ0+Op59+OlpaWmLjxo3ZdVRXV8fjjz+evb1kyZKYNWtWVFRUxIQJE+Lhhx+OBQsWxLe//e3sMl/72tdi/vz5MW/evGhqaorhw4fH8OHD4wMf+EBERAwePDjWrFkT06dPj3HjxsWMGTPihRdeiBMnTnR62XsAACh0cgzIpVEP3eCIdAAgaRS5AO0bPXp0bNq0KX70ox/Fc889F62trTF9+vQ4duxYRESsXr061q1bF+vXr49XX301Ro0aFXPmzInm5ubsOsaOHRsjR47M3h48eHCsX78+Dhw4ELt27Yrf/u3fjvnz58c3vvGN7DIPPPBAXHXVVVFTUxP19fXZcf/990dExLlz52LKlCnxt3/7t/Hmm29GdXV1vPnmm3HzzTfnbBsulQwDAEgiOQb8SklEZPK9E0lRVlYWjY2NUV5e7vvV6JQ3EgAgaS4M4322BUi/fP6t9z5TOLqTYZRcXhrXzVocb7+0tui/RzdNzGs6mdf0MafpZF479v4cw2dLipUz6qEHHJUOACSNAwkBgPbIMACAJJJjgEY99JhCFwAAACgEMgwAAEgejXoAAEgJR6MDAAAAhUKOQbHTqIdL4Ih0ACBpFLkAQHtkGABAEskxKGYa9XCJFLoAQNIocgGA9sgwAAAgOTTqAQAghfY9tyLfuwAAJJBmPQCQNDIMipVGPfQCRS4AAABQKOQYAACQfxr10EsUuQAAAAAAAEBXaNRDL9KsBwCSYPzcpTH1vhX53g0AIMFkGABAvo2fu1SGQVG7It87AAAA9A6BOwDQHePnLo3D21blezcAgCIiu4Bf0aiHXqbIBQD6kwIXAAAASDr5BbTl0vfQB7zhAAB97fzl4QAALoXPEwBAX5JfQMecUQ99xJn1AEBvU9gCAH1BhgEA9DYZBlycRj0AACSc4hYAAABIOvkFdI9GPfQhR6QDAJdCgQsA9Jfxc5fGkR1/mu/dAAAKjOwCek6jHvqYZj0A0B0KXAAgX6betyIaGxfnezcAgAIgv4BLp1EPAAAJoMAFAAAAkk5+Ab1Hox76gbPqAYD2KG4BgCSaet+KeP2ZqnzvBgCQIDIM6H0a9dBPNOsBgPMUtwAAAEDSyS+gb2nUAwBAP1HgAgCFwgkHAFCcZBfQfzTqoR8pcgGg+ChwAYBCJccAgOIhv4D+d1m+dwCKjTc7ACgO4+cu9b4PABQ8n2cAIN3kF5A/zqiHPHBEOgCkk8IWAEgjOQYApI8MA/JPox4AAC6BwhYAAAAoBDIMSBaNesgTR6MDQOFS2AIAxUaOAQCFSYYByaVRD3mkyAWAwqGwBQCKnRwDAAqDDAMKg0Y95JkiFwCSS2ELAJBLjgEAySTDgMJzWb53APAGCgBJM37uUu/PAAAd8DkJAJJDhgGFyxn1AADwHxS2AAAAQCGQYUDh06iHhHDpOADID4UtAED3yTEAID/kGJAeGvWQIIpcAOg/ClsAgEsjxwCA/iHDgHTSqIeEUeQCQN9R2AIA9C45BgD0DRkGpN9l+d4BoC1vwADQu8bPXer9FQCgj/icBQC9R4YBxcMZ9QAApJbCFgAAACgEMgwoPhr1kFAuHQcAPaOwBQDof3IMAOgZOQYUL416SDBFLgB0ncIWAAAAKAQyDCBCox4AgAKmsAUASA4nHABAx2QYwIUuy/cOAJ3z5g0AbY2fu9R7JABAAvmMBgBtTb1vRb53AUggZ9RDAXBEOgC8R/ALAAAAFILxc5dGWVlZNDYuzveuAAmlUQ8FQrMegGKlOQ8AUFhkGAAUMzkG0FUa9QAAJJLCFgCgcGnWA1BMZBhAT2jUQwFR5AKQdgpbAAAAoBDIMIBLpVEPBUazHoA0UtwCAKSPDAOAtJFfAL1Jox4KkEIXgDRQ3AIApJ8MA4BCJ78A+opGPQAA/UqBCwAAACSd/ALoa5d1Z+Hly5dHJpPJGXV1dW2Wqa2tjZaWlti5c2dMmjSp03Xee++98corr8SpU6eiubk5XnvttZg/f36b5T73uc/F4cOH4/Tp0/Hqq6/Grbfe2u7+dWfbUMh8SACgkIyfuzQ7AAAoLj4DAlBI5BdAf+lWoz4iYv/+/TFixIjsmDJlSva+Rx55JBYvXhwPPvhgTJs2Lerr62PHjh0xZMiQDtd38uTJWLlyZdx8880xderU2LBhQ2zYsCHmzJmTXeaTn/xkrFu3LlauXBm/+Zu/Gd///vdj69atMWbMmEvaNhQ6HxYASDLNeQAAzvOZEICkk2EA/a3bjfqzZ89GQ0NDdpw4cSJ730MPPRQrV66MLVu2xIEDB2LhwoUxaNCgmDdvXofrq6mpieeffz4OHjwYhw8fjieeeCL27duXc8b84sWL4xvf+EZ84xvfiIMHD8bDDz8cP/nJT+Jzn/vcJW27tLQ0ysrKcgYUGh8cAEgahS0AAO3xGRGApHGSAZBP3W7UV1ZWRm1tbRw+fDg2bdoUFRUVERFRUVERI0eOjO3bt2eXbW1tjZqamrjlllu6vP6ZM2fGhAkT4uWXX46IiAEDBsSNN96Ys96IiO3bt2fX29NtL126NBobG7Ojtra2y/sJSeJDBABJoLAFAOBifF4EIN8054GkuKI7C+/duzcWLFgQb775ZgwfPjyWLVsWu3btismTJ8eIESMiIqKhoSHnMQ0NDTFu3LhO11teXh61tbUxcODAOHfuXDzwwAPx0ksvRUTE0KFD44orrmh3vee32dNtr1q1KtauXZu9XVZWplkPANANiloAAACgEMgwgKTpVqN+27Zt2X/v378/du/eHYcOHYqFCxfGnj17IiIik8nkPKakpKTNzy7U1NQUN9xwQwwZMiTuvPPOWLt2bRw+fDhqamqyy3Rlvd3ddmtra7S2tna6b1Aoxs9dGoe3rcr3bgBQJBS3AAD0lAwDgP4kwwCSqluN+gu1tLTEG2+8EZWVlfH8889HxHtnt9fX12eXGTZsWJsz3S+UyWTi0KFDERHx+uuvx8SJE2Pp0qVRU1MTJ06ciLNnz2bPmm9vvee315NtQ5oodAHoSwpbAAB6iwwDgL4mxwCSrtvfUf9+paWlMXHixKirq4sjR45EXV1dzJ49O3v/gAEDYsaMGbFr165urbekpCQGDhwYERG//OUv4wc/+EHOeiMiZs+enV1vb24bCp0PHwD0Nt/bBgBAX/AZE4De5vvngULSrTPq16xZEy+88EIcO3Yshg0bFsuWLYvy8vKorq6OiIh169ZFVVVVvPXWW/HWW29FVVVVtLS0xMaNG7PrqK6ujtra2qiqqoqIiCVLlsSrr74ahw4ditLS0rjrrrtiwYIF8bnPfS77mLVr18a3vvWtePXVV2P37t3x+7//+zF27Nj4+te/nl2mK9uGYuGodAB6g6IWAIC+JsMA4FLJL4BC1a1G/ejRo2PTpk0xdOjQOH78eOzZsyemT58ex44di4iI1atXx5VXXhnr16+Pq6++Ovbu3Rtz5syJ5ubm7DrGjh0b7777bvb24MGDY/369TF69Og4ffp0HDx4MObPnx+bN2/OLrN58+b44Ac/GH/yJ38SI0eOjP3798ddd92V3W5Xtw0AQOcUtwAAAEAhkGEAha4kIjL53omkKCsri8bGxigvL4+mpqZ87w5cMkekA9BVitv08dkWIP3y+bfe+0w65XNeZRh9p+Ty0rhu1uJ4+6W1kTnXmu/doZeY1/Qxp11XSBmGz0xd43miWF3Sd9QDyVZIH1gA6H++tw2ANFu+fHlkMpmcUVdX12aZ2traaGlpiZ07d8akSZM6Xee9994br7zySpw6dSqam5vjtddei/nz57dZ7nOf+1wcPnw4Tp8+Ha+++mrceuut7e5fd7YNaeczKQAXI8MA0qZbl74HAKCwKWgBKCb79++PWbNmZW+fO3cu++9HHnkkFi9eHJ/+9KfjzTffjGXLlsWOHTtiwoQJHX6N3smTJ2PlypVx8ODBaG1tjY9//OOxYcOG+NnPfhbbt2+PiIhPfvKTsW7dunjggQfiH//xH+MP/uAPYuvWrTFp0qT4yU9+0uNtQzHwffUAXEiOAaSZM+oh5XyQAcCZ8wAUq7Nnz0ZDQ0N2nDhxInvfQw89FCtXrowtW7bEgQMHYuHChTFo0KCYN29eh+urqamJ559/Pg4ePBiHDx+OJ554Ivbt25dzxvzixYvjG9/4RnzjG9+IgwcPxsMPPxw/+clP4nOf+9wlbRuKhc+sAMgxgGLhjHooAo5IByg+ilkAiKisrIza2to4c+ZM7N27N6qqquLIkSNRUVERI0eOzJ4FHxHR2toaNTU1ccstt8RTTz3VpfXPnDkzJkyYEF/60pciImLAgAFx4403xle/+tWc5bZv3x633HJLRMQlbbu0tDQGDhyYvV1WVpbz3/6Uz23Td5IyryWXl+Z1+2lz/vn0vKaLeU2fYp/TqfetyP473+9DvSkp761J5/mhWGnUAwCkhOY8APzK3r17Y8GCBfHmm2/G8OHDY9myZbFr166YPHlyjBgxIiIiGhoach7T0NAQ48aN63S95eXlUVtbGwMHDoxz587FAw88EC+99FJERAwdOjSuuOKKdtd7fpuXsu2lS5fGihUr2vy8tra208f1pXxum75jXtNp3B0P5nsX6APmNX2KdU4bGxfnexf6lPdWoD0a9VAknFUPkF4a9ADQ1rZt27L/3r9/f+zevTsOHToUCxcujD179kRERCaTyXlMSUlJm59dqKmpKW644YYYMmRI3HnnnbF27do4fPhw1NTUZJfpynp7su1Vq1bF2rVrs7fLysqitrY2Ro0aFU1NTZ0+trflc9v0naTN677nVuR7F1Kh5PLSGHfHg3F055OROdea792hl5jX9CmmOX3/2fNpl7T31qQ6/zxBsdGohyKiWQ+QLhr0ANB1LS0t8cYbb0RlZWU8//zzEfHe2e319fXZZYYNG9bmTPcLZTKZOHToUEREvP766zFx4sRYunRp1NTUxIkTJ+Ls2bPZs+bbW+/57fVk262trdHa2ja4b2pqylvwm89t03eSMq8Vs78ox+hFmXOtqW/+FSPzmj5pntNizjGS8t4KJMtl+d4BoH8V84chgDQYP3dpdgAAXVdaWhoTJ06Murq6OHLkSNTV1cXs2bOz9w8YMCBmzJgRu3bt6tZ6S0pKst8b/8tf/jJ+8IMf5Kw3ImL27NnZ9fbmtqEY+NwLUPjkGADtc0Y9AEABUNACQPesWbMmXnjhhTh27FgMGzYsli1bFuXl5VFdXR0REevWrYuqqqp466234q233oqqqqpoaWmJjRs3ZtdRXV0dtbW1UVVVFRERS5YsiVdffTUOHToUpaWlcdddd8WCBQvic5/7XPYxa9eujW9961vx6quvxu7du+P3f//3Y+zYsfH1r389u0xXtg0AUMjkGAAXp1EPRcgl8AEKg6IWAHpu9OjRsWnTphg6dGgcP3489uzZE9OnT49jx45FRMTq1avjyiuvjPXr18fVV18de/fujTlz5kRzc3N2HWPHjo133303e3vw4MGxfv36GD16dJw+fToOHjwY8+fPj82bN2eX2bx5c3zwgx+MP/mTP4mRI0fG/v3746677sput6vbBn5FjgFQGOQYAN1TEhGZfO9EUpSVlUVjY2OUl5f7rhCKgiIXIJkUtvQGn20B0i+ff+u9z6RT0udVjtEzJZeXxnWzFsfbL61N7fdeFyPzmj6FPKdyjI4l/b01KTxPFCtn1AMAJITCFgAAOubMeoBkkWMAXBqNeihiClyA/FPUAgBA18kyAPJPlgHQOzTqocgpcAHyQ1ELAAAAFAo5BkDv06gHNOsB+omiFgAALp0cA6DvyTAA+p5GPQBAH1PcAgBA79KsB+gbMgyA/qNRD0SEAhegLyhuAQAAgEIgwwDofxr1QJZmPcClU9gCAED/kGMAXDo5BkD+aNQDORS5AD2jsAUAgP4nxwDoPhkGQDJo1AMA9JDCFgAAACgEMgyA5NGoB9pwNDpA5xS3AACQHHIMgPbJLwCSTaMeaJciF6AtBS4AACSTHAPgPbILgMKhUQ90SJELoMAFAIBCIccAipn8AqDwXJbvHQCSzQc8oFiNn7vU30AAACgwPsMDxUZ+AVC4nFEPAPAfFLYAAABAIZBhABQ+jXrgolw6Dkg7xS0AAKSHHANIK/kFQLpo1ANdosgF0kiBCwAAACSZ7AIgvTTqgS7TrAfSQIELAADpJ8MACp38AiD9Lsv3DgCFxQdEoFCNn7vU3zAAACgiPv8DhWjqfSv8/QIoEs6oBwBSS2ELAAAAFIKp962IxsbF+d4NAPqRRj3QbS4fBySdBj0AABAhwwCS7f35RVlZWR73BIB80KgHekShCySRBj0AAHAhGQaQJLILAM7TqAd6TKELJIECFwAAuBgZBpBv8gsALnRZvncAKGw+YAL5Mn7uUn+DAACALlM/APkgvwCgI86oBwAKhsIWAAAAKAQyDAAuRqMeuGQuHwf0JYUtAADQW2QYQF+SYQDQHRr1QK9Q6AK9SWELAAD0FRkG0JtkGAD0lEY90GsUusClUNgCAAD9RYYBXAoZBgC9QaMe6FUKXaA7FLYAAEC+yDCA7pBhANDbNOoBgH6nuAUAAAAKgQwDgL5yWb53AEgfH16Bjoyfu9TfCAAAIDHUJ0BHZBgA9DVn1AN9wuXjgPMUtQAAQJLJMID3k2MA0F806gGAPqGwBQAAAAqBDAOAfNCoB/qMI9Kh+ChsAQCAQiTDgOIjwwAg33xHPdCnfOCF4uB72wAAgEKnpoHiIMMAICmcUQ/0OUelQzopagEAAIBCIccAIGk06gGAblHYAgAAaeVkA0gfOQYASaVRD/QLhS4UNkUtAABQLGQYUPjkGAAUAo16oN8odKGwKGoBAIBiJcOAwiPHAKDQXJbvHQCKiw/MkHzj5y71WgUAAIqeuggKgxwDgELljHoAICKEUAAAAEDhkGMAUOg06oF+5/JxkByKWgAAgI7JMCB5ZBkApIVGPZAXCl3IL0UtAABA18gwIP/kGACkkUY9ABQJRS0AAEDPaNZD/5NjAJB2GvVA3ihyoX8obAEAAC6dHAP6ngwDgGKiUQ/klSIX+o7iFgAAAEg6+QUAxeqy7iy8fPnyyGQyOaOurq7NMrW1tdHS0hI7d+6MSZMmdbrO3/u934uXX345Tp48GSdPnowdO3bEtGnTcpY5cuRIm+1mMpl48skns8ts2LChzf27d+/uzq8HAAVv/Nyl2QEAAEDvUmtB75FfAFDsutWoj4jYv39/jBgxIjumTJmSve+RRx6JxYsXx4MPPhjTpk2L+vr62LFjRwwZMqTD9d1+++2xadOmuOOOO+Lmm2+OY8eOxfbt2+Paa6/NLjNt2rScbc6aNSsiIp555pmcdW3dujVnubvuuqu7vx6QBz6Qw6VT3AIAAPQPtRdcGhkGALyn25e+P3v2bDQ0NLR730MPPRQrV66MLVu2RETEwoULo6GhIebNmxdPPfVUu4+ZP39+zu3Pfvaz8du//dtx5513xre+9a2IiDhx4kTOMkuWLIkf//jHUVNTk/PzM2fOdLhv7SktLY2BAwdmb5eVlXX5sUDvcgl86D5FLQAAQH7IMaD75BgAkKvbZ9RXVlZGbW1tHD58ODZt2hQVFRUREVFRUREjR46M7du3Z5dtbW2NmpqauOWWW7q8/kGDBsWAAQPi5MmT7d4/YMCAmD9/fnzzm99sc9/tt98eDQ0N8aMf/Sieeuqp+PVf//VOt7V06dJobGzMjtra2i7vJ9D7fFiHrnHkOQAAQP6py+DifEUfAHSsW2fU7927NxYsWBBvvvlmDB8+PJYtWxa7du2KyZMnx4gRIyIi2pzR3tDQEOPGjevyNr761a9GbW1tvPTSS+3ef88998RVV10VTz/9dM7Pt27dGs8880wcPXo0Kioq4itf+Up873vfixtvvDFaW1vbXdeqVati7dq12dtlZWWa9QAklqIWAAAASDr5BQB0Tbca9du2bcv+e//+/bF79+44dOhQLFy4MPbs2RMREZlMJucxJSUlbX7WkT/+4z+OT33qU3H77bfHmTNn2l3mM5/5TGzdujXq6upyfr558+bsvw8cOBCvvvpqHD16NO6+++7spfgv1Nra2mETH8gPl46DXIpbAACA5JJjwK/IMACge7p96fv3a2lpiTfeeCMqKyujvr4+IiJ7Zv15w4YN69L3xn/xi1+MqqqqmDNnTrzxxhvtLjN27NiYNWtW/PVf//VF11dfXx9Hjx6NysrKLvwmQJL4UA8ubw8AAFAo1G4UOxkGAPTMJTXqS0tLY+LEiVFXVxdHjhyJurq6mD17dvb+AQMGxIwZM2LXrl2drueP/uiP4stf/nLMnTs3fvCDH3S43KJFi+JnP/tZvPjiixfdt2uuuSbGjBnT5sx7oDD4cE8x8r1tAAAAhUkdRzGSYQDApenWpe/XrFkTL7zwQhw7diyGDRsWy5Yti/Ly8qiuro6IiHXr1kVVVVW89dZb8dZbb0VVVVW0tLTExo0bs+uorq6O2traqKqqioj3Lnf/la98JebNmxdvv/12DB8+PCIimpub4+c//3n2cSUlJbFo0aKorq6Oc+fO5ezX4MGDY8WKFfGd73wn6urq4rrrrovHH388Tpw40eFl74Hkc/k4ioWiFgAAoPDJMSgGMgwA6D3datSPHj06Nm3aFEOHDo3jx4/Hnj17Yvr06XHs2LGIiFi9enVceeWVsX79+rj66qtj7969MWfOnGhubs6uY+zYsfHuu+9mbz/wwAMxcODA+M53vpOzrRUrVsRjjz2WvT1r1qwYN25cfPOb32yzX+fOnYspU6bEggUL4qqrroq6urrYuXNn3H///TnbBoAkUdwCAAAASSe/AIC+URIRmXzvRFKUlZVFY2NjlJeXR1NTU753B/gPjkYnTRS3QH/x2RYg/fL5t977TDqZ196RtByj5PLSuG7W4nj7pbWROdea792hl/THvMow+pe/welkXrvG80SxuqTvqAfoD4oC0sD3tgEA9K/ly5dHJpPJGXV1dW2Wqa2tjZaWlti5c2dMmjSp03X+3u/9Xrz88stx8uTJOHnyZOzYsSOmTZuWs8yRI0fabDeTycSTTz6ZXWbDhg1t7t+9e3fv/fIAcAlkGADQP7p16XuAfPE9bxQiRS0AQH7t378/Zs2alb197ty57L8feeSRWLx4cXz605+ON998M5YtWxY7duyICRMmdPg1erfffnts2rQpdu3aFb/4xS/ikUceie3bt8fkyZPjpz/9aURETJs2LS6//PLsYz784Q/HSy+9FM8880zOurZu3RqLFi3K3m5tdZYrpIUMg0IlxwCA/qVRDxQMhS6FQmELAJAMZ8+ejYaGhnbve+ihh2LlypWxZcuWiIhYuHBhNDQ0xLx58+Kpp55q9zHz58/Puf3Zz342fvu3fzvuvPPO+Na3vhURESdOnMhZZsmSJfHjH/84ampqcn5+5syZDvcNKHwyDAqFDAMA8kejHgB6ieIWACBZKisro7a2Ns6cORN79+6NqqqqOHLkSFRUVMTIkSNj+/bt2WVbW1ujpqYmbrnllg4b9RcaNGhQDBgwIE6ePNnu/QMGDIj58+fH2rVr29x3++23R0NDQ7zzzjtRU1MTjz76aBw/frzT7ZWWlsbAgQOzt8vKynL+25/yuW36jnntXSWXl+Z7FyLiV/uRlP2hd/R0XqfetyLnttd7cvgbnE7mtWs8PxSrkojI5HsnkqKsrCwaGxujvLw8mpqa8r07QAcckU6SaM4DSeWzLVDs5s6dG4MGDYo333wzhg8fHsuWLYvf+I3fiMmTJ8eECRNi165dce211+Z8b/1f/uVfxrhx42Lu3Lld2saTTz4ZH/3oR+PDH/5wnDlzps39n/jEJ2Ljxo0xduzYnO188pOfjObm5jh69GhUVFTEV77ylbjiiivixhtv7PQS+MuXL48VK1Z0/UkAAIACIsOg2GjUv48wEwqHZj35pkEPJJ3PtgC5Bg0aFIcOHYrVq1fHnj17YteuXTFy5Mior6/PLvPUU0/FmDFj4mMf+9hF1/fHf/zHsWTJkrj99tvjjTfeaHeZbdu2RWtra/zWb/1Wp+saMWJEHD16NH7nd34neyn+9rR3Rn1tbW2MGjWq3//W53Pb9B3z2jf2Pbcir9svubw0xt3xYBzd+WRkznV8MBCFpavzeuEZ9CSXv8HpZF675vzzJMOg2Lj0PQB0keY8AEDhamlpiTfeeCMqKyvj+eefj4j3GuTvb9QPGzasS98b/8UvfjGqqqpi1qxZHTbpx44dG7NmzYr77rvvouurr6+Po0ePRmVlZafLtba2tnvGfVNTU94CzXxum75jXntXUprjmXOtidkXek9H8yrDKFz+BqeTeQXao1EPFKTxc5c6q55+obAFAEiH0tLSmDhxYnz/+9+PI0eORF1dXcyePTv+5V/+JSLe+z75GTNmxJe+9KVO1/NHf/RHsWzZsvjoRz8aP/jBDzpcbtGiRfGzn/0sXnzxxYvu2zXXXBNjxozJuTw+kB4yDPqLDAMACotGPVCwFLr0FYUtAEDhW7NmTbzwwgtx7NixGDZsWCxbtizKy8ujuro6IiLWrVsXVVVV8dZbb8Vbb70VVVVV0dLSEhs3bsyuo7q6Ompra6Oqqioi3rvc/Ve+8pWYN29evP322zF8+PCIiGhubo6f//zn2ceVlJTEokWLorq6Os6dO5ezX4MHD44VK1bEd77znairq4vrrrsuHn/88Thx4kSnl70HCpsMg74y9b4VztIFgAKlUQ8UNIUuvUVzHgAgXUaPHh2bNm2KoUOHxvHjx2PPnj0xffr0OHbsWERErF69Oq688spYv359XH311bF3796YM2dONDc3Z9cxduzYePfdd7O3H3jggRg4cGB85zvfydnWihUr4rHHHsvenjVrVowbNy6++c1vttmvc+fOxZQpU2LBggVx1VVXRV1dXezcuTPuv//+nG0DQEfGz10aZWVl0di4ON+7AgBcAo16AIqW5jwAQHp96lOfuugyjz32WE6D/UJ33HFHzu2KiooubXvHjh1RUlLS7n2/+MUvYu7cuV1aD5AuTjbgUsgwACB9Lsv3DgBcKoUK3TV+7lL/3wAAANDv1KJ0lwwDANJLox5IBQULXaG4BQAAIN/UpXSFDAMA0s+l74HUcAk52qOoBQAAIGlkGHREjgEAxUOjHoBUUtgCAAAAhUCGAQDFSaMeSBVHpBc3hS0AAACFQoZR3GQYAIDvqAdSR6FTfHxvGwAAAIVILVt8ZBgAwHka9UAqKXiKg+IWAACAQqeuLQ4yDADgQi59D6SWS8ilk6IWAACAtJFhpJccAwDoiEY9AAVBYQsAAAAUAhkGANAVGvVAqjkivbApbAEAACgWMozCJsMAALrLd9QDqadQKjy+tw0AAIBipBYuPDIMAKCnNOqBoqBgKgyKWwAAAIqdurgwyDAAgEvl0vdA0XAJuWRS1AIAAEAuGUZyyTEAgN6iUQ9AXihsAQAAgEIgwwAA+oJGPVBUHJGeXwpbAAAA6BoZRn7JMACAvqZRD0CfU9wCAABA92nW9y/5BQDQnzTqgaKjyO0/ClwAAAC4NHKMviW7AADyRaMeKEqK3L6jwAUAAIDeJcfoffILACDfNOoB6BUKXAAAACDp5BcAQFJ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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 78 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 10\n", + "\n", + "* almost all land" + ], + "id": "ea02c3642f4399ce" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:49.571834848Z", + "start_time": "2026-02-05T20:45:49.108061290Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, vmax=110);", + "id": "8903d3672191d397", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 79 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 11\n", + "\n", + "* all land" + ], + "id": "9c87a257ec78f9a0" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 24, 12\n", + "\n", + "* all land" + ], + "id": "c91d45e53800f25c" + }, + { + "cell_type": "code", + "id": "98b809fb11c9c2db", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:49.630044534Z", + "start_time": "2026-02-05T20:45:49.576663853Z" + } + }, + "source": [ + "bathy.close()\n", + "dbl_bathy_base.close()\n", + "dbl_bathy.close()" + ], + "outputs": [], + "execution_count": 80 + }, + { + "cell_type": "code", + "id": "5101594164ba7d15", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:45:49.687242262Z", + "start_time": "2026-02-05T20:45:49.637054846Z" + } + }, + "source": [], + "outputs": [], + "execution_count": 80 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/bathymetry/Compare202405-2xrezBathymetry-TileRows25-30.ipynb b/bathymetry/Compare202405-2xrezBathymetry-TileRows25-30.ipynb new file mode 100644 index 00000000..8a1366fc --- /dev/null +++ b/bathymetry/Compare202405-2xrezBathymetry-TileRows25-30.ipynb @@ -0,0 +1,206863 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba278f4403811bd0", + "metadata": {}, + "source": [ + "# Compare 202405-2xrez to 202405 Bathymetry - Tile Rows 25 to 30\n", + "\n", + "Detailed, tile by tile, comparison of 202405-2xrez and 202405 bathymetries including preliminary river files.\n", + "This notebook is used iteratively with the `Process202405-2xrezBathymetry.ipynb` notebook to identify features\n", + "in the 2xrez bathymetry that need to be adjusted in the latter notebook.\n", + "\n", + "This notebook is based on the ones that Susan created to do the same thing during the creation of the 202108\n", + "bathymetry (which was known as 202103d at the time):\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_andrivers.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_middle.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_upper.ipynb`" + ] + }, + { + "cell_type": "markdown", + "id": "cf8401f33c351b3e", + "metadata": {}, + "source": [ + "The conda environment file for this notebook is `environment-2xrez.yaml`." + ] + }, + { + "cell_type": "code", + "id": "e7387bf5b19ba0d5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:53.736567962Z", + "start_time": "2026-02-05T20:57:53.493011270Z" + } + }, + "source": [ + "from pathlib import Path\n", + "import sys\n", + "\n", + "import numpy\n", + "import xarray\n", + "\n", + "from plot_tile import plotly_tile" + ], + "outputs": [], + "execution_count": 1 + }, + { + "cell_type": "markdown", + "id": "77a5d756b32aab5c", + "metadata": {}, + "source": [ + "Python and library versions:" + ] + }, + { + "cell_type": "code", + "id": "edba4288796645a6", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:53.824807193Z", + "start_time": "2026-02-05T20:57:53.738045555Z" + } + }, + "source": [ + "import bottleneck\n", + "import cmap\n", + "import h5netcdf\n", + "import h5py\n", + "import plotly\n", + "import netCDF4\n", + "import numpy\n", + "import pandas\n", + "import scipy\n", + "import xarray\n", + "\n", + "print(f\"Python {sys.version=}\")\n", + "print(f\"{numpy.__version__=}\")\n", + "print(f\"{xarray.__version__=}\")\n", + "print(f\"{bottleneck.__version__=}\")\n", + "print(f\"{pandas.__version__=}\")\n", + "print(f\"{h5netcdf.__version__=}\")\n", + "print(f\"{h5py.__version__=}\")\n", + "print(f\"{netCDF4.__version__=}\")\n", + "print(f\"{scipy.__version__=}\")\n", + "print(f\"{plotly.__version__=}\")\n", + "print(f\"{cmap.__version__=}\")" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Python sys.version='3.12.12 | packaged by conda-forge | (main, Jan 26 2026, 23:51:32) [GCC 14.3.0]'\n", + "numpy.__version__='1.26.4'\n", + "xarray.__version__='2026.1.0'\n", + "bottleneck.__version__='1.6.0'\n", + "pandas.__version__='2.2.2'\n", + "h5netcdf.__version__='1.8.1'\n", + "h5py.__version__='3.15.1'\n", + "netCDF4.__version__='1.7.4'\n", + "scipy.__version__='1.17.0'\n", + "plotly.__version__='6.5.2'\n", + "cmap.__version__='0.7.0'\n" + ] + } + ], + "execution_count": 2 + }, + { + "cell_type": "markdown", + "id": "7279d52e53a7570a", + "metadata": {}, + "source": [ + "## Load Bathymetry Datasets" + ] + }, + { + "cell_type": "code", + "id": "15e20c1666a740de", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:53.882618026Z", + "start_time": "2026-02-05T20:57:53.829326824Z" + } + }, + "source": [ + "# isolate the probable user-specific part of repo paths to make the notebook portable\n", + "repos_prefix = Path(\"/media/doug/warehouse/MEOPAR/\")\n", + "repos_prefix = repos_prefix if repos_prefix.exists() else Path(\"/data/dlatorne/MEOPAR/\")\n", + "# repos_prefix = Path(\"/home/sallen/MEOPAR/\")" + ], + "outputs": [], + "execution_count": 3 + }, + { + "cell_type": "code", + "id": "6a9086f0d64f9d6d", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:53.910119711Z", + "start_time": "2026-02-05T20:57:53.883848644Z" + } + }, + "source": [ + "bathy_paths = {\n", + " \"final_202405\": repos_prefix / \"grid\" / \"bathymetry_202405.nc\",\n", + " \"dbl_202405_base\": repos_prefix / \"grid\" / \"bathymetry_double_202405_base.nc\",\n", + " \"dbl_202405\": repos_prefix / \"grid\" / \"bathymetry_double_202405.nc\",\n", + "}" + ], + "outputs": [], + "execution_count": 4 + }, + { + "cell_type": "code", + "id": "9ae2ceec6c0faf34", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:53.966380722Z", + "start_time": "2026-02-05T20:57:53.913532814Z" + } + }, + "source": [ + "bathy_ds = xarray.open_dataset(bathy_paths[\"final_202405\"], engine=\"h5netcdf\")\n", + "\n", + "dbl_bathy_base_ds = xarray.open_dataset(bathy_paths[\"dbl_202405_base\"], engine=\"h5netcdf\")\n", + "\n", + "dbl_bathy_ds = xarray.open_dataset(bathy_paths[\"dbl_202405\"], engine=\"h5netcdf\")" + ], + "outputs": [], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "id": "49a590574052ff4b", + "metadata": {}, + "source": [ + "## x-index Array" + ] + }, + { + "cell_type": "code", + "id": "d4f5cee7291f9813", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:54.021039385Z", + "start_time": "2026-02-05T20:57:53.967784115Z" + } + }, + "source": [ + "tile_x_min_max = [\n", + " numpy.array([0, 35]),\n", + " numpy.array([30, 65]),\n", + " numpy.array([60, 95]),\n", + " numpy.array([90, 125]),\n", + " numpy.array([120, 155]),\n", + " numpy.array([150, 185]),\n", + " numpy.array([180, 215]),\n", + " numpy.array([210, 245]),\n", + " numpy.array([240, 275]),\n", + " numpy.array([270, 305]),\n", + " numpy.array([300, 335]),\n", + " numpy.array([330, 365]),\n", + " numpy.array([360, 398]),\n", + "]" + ], + "outputs": [], + "execution_count": 6 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 25 - Seymour Narrows to Toba Inlet", + "id": "15c399cb82bb0c15" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:54.077127818Z", + "start_time": "2026-02-05T20:57:54.023446631Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([775, 810])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "47517123833e2c02", + "outputs": [], + "execution_count": 7 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 25, 0\n", + "\n", + "* all land\n" + ], + "id": "b7e8fde39c12ef92" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 25, 1\n", + "\n", + "* all land\n" + ], + "id": "618a38c6fb935da6" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 25, 2\n", + "\n", + "* all land\n" + ], + "id": "997f2dbf94f92612" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 25, 3 - Seymour Narrows\n", + "id": "67407a621bef6ce7" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:57:54.815602869Z", + "start_time": "2026-02-05T20:57:54.082006980Z" + } + }, + "cell_type": "code", + "source": [ + "fig = plotly_tile(tile_x_min_max[3], y_slices, bathy_ds, dbl_bathy_base_ds)\n", + "fig.show()" + ], + "id": "ab2cdbe097ccd146", + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + 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+ "\n", + "* all land\n" + ], + "id": "8122feb6de62d48d" + }, + { + "cell_type": "code", + "id": "98b809fb11c9c2db", + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T20:58:36.669630740Z", + "start_time": "2026-02-05T20:58:36.621404511Z" + } + }, + "source": [ + "bathy_ds.close()\n", + "dbl_bathy_base_ds.close()\n", + "dbl_bathy_ds.close()" + ], + "outputs": [], + "execution_count": 17 + }, + { + "cell_type": "code", + "id": "5101594164ba7d15", + "metadata": {}, + "source": [], + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/bathymetry/Compare202405-2xrezBathymetry-TileRows9-15.ipynb b/bathymetry/Compare202405-2xrezBathymetry-TileRows9-15.ipynb new file mode 100644 index 00000000..89b8a7fb --- /dev/null +++ b/bathymetry/Compare202405-2xrezBathymetry-TileRows9-15.ipynb @@ -0,0 +1,3254 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba278f4403811bd0", + "metadata": {}, + "source": [ + "# Compare 202405-2xrez to 202405 Bathymetry - Tile Rows 9 to 15\n", + "\n", + "Detailed, tile by tile, comparison of 202405-2xrez and 202405 bathymetries including preliminary river files.\n", + "This notebook is used iteratively with the `Process202405-2xrezBathymetry.ipynb` notebook to identify features\n", + "in the 2xrez bathymetry that need to be adjusted in the latter notebook.\n", + "\n", + "This notebook is based on the ones that Susan created to do the same thing during the creation of the 202108\n", + "bathymetry (which was known as 202103d at the time):\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_andrivers.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_middle.ipynb`\n", + "* `analysis-susan/notebooks/bathymetry/lookat201702_201803d_upper.ipynb`" + ] + }, + { + "cell_type": "markdown", + "id": "cf8401f33c351b3e", + "metadata": {}, + "source": [ + "The conda environment file for this notebook is `environment-2xrez.yaml`." + ] + }, + { + "cell_type": "code", + "id": "e7387bf5b19ba0d5", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:53.978041Z", + "start_time": "2025-09-30T18:44:53.545185Z" + } + }, + "source": [ + "from pathlib import Path\n", + "import sys\n", + "\n", + "import cmocean.cm as cm\n", + "import matplotlib.pyplot as plt\n", + "import numpy\n", + "import xarray\n", + "\n", + "from plot_tile import plot_tile\n", + "from salishsea_tools import viz_tools" + ], + "outputs": [], + "execution_count": 1 + }, + { + "cell_type": "markdown", + "id": "77a5d756b32aab5c", + "metadata": {}, + "source": [ + "Python and library versions:" + ] + }, + { + "cell_type": "code", + "id": "edba4288796645a6", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.007591Z", + "start_time": "2025-09-30T18:44:53.988032Z" + } + }, + "source": [ + "import bottleneck\n", + "import cmocean\n", + "import h5netcdf\n", + "import h5py\n", + "import matplotlib\n", + "import netCDF4\n", + "import numpy\n", + "import pandas\n", + "import scipy\n", + "import xarray\n", + "\n", + "print(f\"Python {sys.version=}\")\n", + "print(f\"{numpy.__version__=}\")\n", + "print(f\"{xarray.__version__=}\")\n", + "print(f\"{bottleneck.__version__=}\")\n", + "print(f\"{pandas.__version__=}\")\n", + "print(f\"{h5netcdf.__version__=}\")\n", + "print(f\"{h5py.__version__=}\")\n", + "print(f\"{netCDF4.__version__=}\")\n", + "print(f\"{scipy.__version__=}\")\n", + "print(f\"{matplotlib.__version__=}\")\n", + "print(f\"{cmocean.__version__=}\")" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Python sys.version='3.12.3 | packaged by conda-forge | (main, Apr 15 2024, 18:38:13) [GCC 12.3.0]'\n", + "numpy.__version__='1.26.4'\n", + "xarray.__version__='2024.6.0'\n", + "bottleneck.__version__='1.4.0'\n", + "pandas.__version__='2.2.2'\n", + "h5netcdf.__version__='1.3.0'\n", + "h5py.__version__='3.11.0'\n", + "netCDF4.__version__='1.6.5'\n", + "scipy.__version__='1.14.0'\n", + "matplotlib.__version__='3.8.4'\n", + "cmocean.__version__='v3.0.3'\n" + ] + } + ], + "execution_count": 2 + }, + { + "cell_type": "markdown", + "id": "7279d52e53a7570a", + "metadata": {}, + "source": [ + "## Load Bathymetry Datasets" + ] + }, + { + "cell_type": "code", + "id": "15e20c1666a740de", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.041024Z", + "start_time": "2025-09-30T18:44:54.038999Z" + } + }, + "source": [ + "# isolate the probable user-specific part of repo paths to make the notebook portable\n", + "repos_prefix = Path(\"/media/doug/warehouse/MEOPAR/\")\n", + "repos_prefix = repos_prefix if repos_prefix.exists() else Path(\"/data/dlatorne/MEOPAR/\")\n", + "# repos_prefix = Path(\"/home/sallen/MEOPAR/\")" + ], + "outputs": [], + "execution_count": 3 + }, + { + "cell_type": "code", + "id": "6a9086f0d64f9d6d", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.090759Z", + "start_time": "2025-09-30T18:44:54.087322Z" + } + }, + "source": [ + "bathy_paths = {\n", + " \"final_202405\": repos_prefix / \"grid\" / \"bathymetry_202405.nc\",\n", + " \"dbl_202405_base\": repos_prefix / \"grid\" / \"bathymetry_double_202405_base.nc\",\n", + " \"dbl_202405\": repos_prefix / \"grid\" / \"bathymetry_double_202405.nc\",\n", + "}" + ], + "outputs": [], + "execution_count": 4 + }, + { + "cell_type": "code", + "id": "9ae2ceec6c0faf34", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.229913Z", + "start_time": "2025-09-30T18:44:54.140839Z" + } + }, + "source": [ + "with xarray.open_dataset(bathy_paths[\"final_202405\"], engine=\"h5netcdf\") as bathy_ds:\n", + " bathy = bathy_ds.Bathymetry\n", + " lons = bathy_ds.nav_lon\n", + " lats = bathy_ds.nav_lat\n", + "\n", + "with xarray.open_dataset(bathy_paths[\"dbl_202405_base\"], engine=\"h5netcdf\") as dbl_bathy_base_ds:\n", + " dbl_bathy_base_unmasked = dbl_bathy_base_ds.Bathymetry\n", + " dbl_bathy_base = dbl_bathy_base_unmasked.where(dbl_bathy_base_unmasked != 0, numpy.nan)\n", + " lons_dbl = dbl_bathy_base_ds.nav_lon\n", + " lats_dbl = dbl_bathy_base_ds.nav_lat\n", + "\n", + "with xarray.open_dataset(bathy_paths[\"dbl_202405\"], engine=\"h5netcdf\") as dbl_bathy_ds:\n", + " dbl_bathy = dbl_bathy_ds.Bathymetry" + ], + "outputs": [], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "id": "bdabedeb98c919f", + "metadata": {}, + "source": [ + "Calculate expanded `lons` and `lats` arrays by extrapolating values on south and east edges.\n", + "This provides arrays that `pcoulormesh()` interprets as cell edges so that it doesn't a\n", + "`UserWarning` about the non-montonic lon/lat values that arise due to the rotated grid.\n", + "This code is based on Michael's `expandf()` function in\n", + "https://github.com/SalishSeaCast/analysis-michael/blob/master/bathymetry/bathy_helpers.py" + ] + }, + { + "cell_type": "code", + "id": "2aba0727f2e1879c", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.335103Z", + "start_time": "2025-09-30T18:44:54.234755Z" + } + }, + "source": [ + "lons_e = numpy.zeros((lons.shape[0]+1, lons.shape[1]+1))\n", + "lons_e[1:, 1:] = lons\n", + "lons_e[0, 1:] = lons[0, :] - (lons[1, :] - lons[0, :])\n", + "lons_e[:, 0] = lons_e[:, 1] - (lons_e[:, 2] - lons_e[:, 1])\n", + "\n", + "lats_e = numpy.zeros((lats.shape[0]+1, lats.shape[1]+1))\n", + "lats_e[1:, 1:] = lats\n", + "lats_e[0, 1:] = lats[0, :] - (lats[1, :] - lats[0, :])\n", + "lats_e[:, 0] = lats_e[:, 1] - (lats_e[:, 2] - lats_e[:, 1])\n", + "\n", + "lons_dbl_e = numpy.zeros((lons_dbl.shape[0]+1, lons_dbl.shape[1]+1))\n", + "lons_dbl_e[1:, 1:] = lons_dbl\n", + "lons_dbl_e[0, 1:] = lons_dbl[0, :] - (lons_dbl[1, :] - lons_dbl[0, :])\n", + "lons_dbl_e[:, 0] = lons_dbl_e[:, 1] - (lons_dbl_e[:, 2] - lons_dbl_e[:, 1])\n", + "\n", + "lats_dbl_e = numpy.zeros((lats_dbl.shape[0]+1, lats_dbl.shape[1]+1))\n", + "lats_dbl_e[1:, 1:] = lats_dbl\n", + "lats_dbl_e[0, 1:] = lats_dbl[0, :] - (lats_dbl[1, :] - lats_dbl[0, :])\n", + "lats_dbl_e[:, 0] = lats_dbl_e[:, 1] - (lats_dbl_e[:, 2] - lats_dbl_e[:, 1])\n" + ], + "outputs": [], + "execution_count": 6 + }, + { + "cell_type": "markdown", + "id": "49a590574052ff4b", + "metadata": {}, + "source": "## x-index Array" + }, + { + "cell_type": "code", + "id": "d4f5cee7291f9813", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.345552Z", + "start_time": "2025-09-30T18:44:54.343178Z" + } + }, + "source": [ + "tile_x_min_max = [\n", + " numpy.array([0, 35]),\n", + " numpy.array([30, 65]),\n", + " numpy.array([60, 95]),\n", + " numpy.array([90, 125]),\n", + " numpy.array([120, 155]),\n", + " numpy.array([150, 185]),\n", + " numpy.array([180, 215]),\n", + " numpy.array([210, 245]),\n", + " numpy.array([240, 275]),\n", + " numpy.array([270, 305]),\n", + " numpy.array([300, 335]),\n", + " numpy.array([330, 365]),\n", + " numpy.array([360, 398]),\n", + "]" + ], + "outputs": [], + "execution_count": 7 + }, + { + "cell_type": "markdown", + "id": "518435425811d931", + "metadata": {}, + "source": [ + "## Row 0 - South end of Puget Sound" + ] + }, + { + "cell_type": "code", + "id": "9a29defe896d6400", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.399996Z", + "start_time": "2025-09-30T18:44:54.394195Z" + } + }, + "source": [ + "y_min_max = numpy.array([0, 30])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 8 + }, + { + "cell_type": "markdown", + "id": "aebd7c5a4ec99ce5", + "metadata": {}, + "source": [ + "### Tile 0, 0\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "f1c1b84023fb7934", + "metadata": {}, + "source": [ + "### Tile 0, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "f46d684436fcc7a1", + "metadata": {}, + "source": [ + "### Tile 0, 2" + ] + }, + { + "cell_type": "code", + "id": "3c11925364ea7081", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:54.968983Z", + "start_time": "2025-09-30T18:44:54.453044Z" + } + }, + "source": "plot_tile(tile_x_min_max[2], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 9 + }, + { + "cell_type": "markdown", + "id": "7112b50af9f25ad", + "metadata": {}, + "source": [ + "### Tile 0, 3" + ] + }, + { + "cell_type": "code", + "id": "a45ea37f2c6c9403", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:55.439944Z", + "start_time": "2025-09-30T18:44:54.977400Z" + } + }, + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 10 + }, + { + "cell_type": "markdown", + "id": "870c85a796607adc", + "metadata": {}, + "source": [ + "Puget Sound has problems.\n", + "At the very least, the stippling has to be resolved.\n", + "\n", + "So, let's skip farther north..." + ] + }, + { + "cell_type": "markdown", + "id": "535fdd1951d9e8c9", + "metadata": {}, + "source": [ + "## Row 9 - Juan de Fuca Strait to Bellingham Bay" + ] + }, + { + "cell_type": "code", + "id": "e6d431eb821042b3", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:55.449481Z", + "start_time": "2025-09-30T18:44:55.447290Z" + } + }, + "source": [ + "y_min_max = numpy.array([300, 330])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 11 + }, + { + "cell_type": "markdown", + "id": "9a3dd685a11e4cc0", + "metadata": {}, + "source": [ + "### Tile 9, 0\n", + "\n", + "* all land\n" + ] + }, + { + "cell_type": "markdown", + "id": "43cbe8818c80ab1a", + "metadata": {}, + "source": [ + "### Tile 9, 1" + ] + }, + { + "cell_type": "code", + "id": "44bd6f94c973149b", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:55.975758Z", + "start_time": "2025-09-30T18:44:55.497441Z" + } + }, + "source": "plot_tile(tile_x_min_max[1], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 12 + }, + { + "cell_type": "markdown", + "id": "c0fa2b2939d66ba", + "metadata": {}, + "source": [ + "### Tile 9, 2 - Pysht" + ] + }, + { + "cell_type": "code", + "id": "585d4bae68634c83", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:56.448263Z", + "start_time": "2025-09-30T18:44:55.984637Z" + } + }, + "source": "plot_tile(tile_x_min_max[2], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 13 + }, + { + "cell_type": "markdown", + "id": "eba5e71935090d9d", + "metadata": {}, + "source": [ + "### Tile 9, 3\n", + "\n", + "* all >15m deep" + ] + }, + { + "cell_type": "markdown", + "id": "a2c39ee2094de21b", + "metadata": {}, + "source": [ + "### Tile 9, 4 - Sooke Harbour" + ] + }, + { + "cell_type": "code", + "id": "64671dd0c02b0c20", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:56.973103Z", + "start_time": "2025-09-30T18:44:56.456776Z" + } + }, + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 14 + }, + { + "cell_type": "markdown", + "id": "f9c118137653973f", + "metadata": {}, + "source": [ + "### Tile 9, 5 - Metchosin\n", + "\n", + "* connect island that is really end of William Head" + ] + }, + { + "cell_type": "code", + "id": "997ddc814d733e5e", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:57.799449Z", + "start_time": "2025-09-30T18:44:56.981656Z" + } + }, + "source": "plot_tile(tile_x_min_max[5], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 15 + }, + { + "cell_type": "markdown", + "id": "d77511dd906ac94", + "metadata": {}, + "source": [ + "### Tile 9, 6 - Esquimalt and Victoria\n", + "\n", + "* connect islands to make Esquimalt Point\n", + "* surface Chain Islands?" + ] + }, + { + "cell_type": "code", + "id": "1e66bbb11f4c2614", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:58.692226Z", + "start_time": "2025-09-30T18:44:57.857685Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 16 + }, + { + "cell_type": "markdown", + "id": "571b5a2305293b7f", + "metadata": {}, + "source": [ + "### Tile 9, 7 - Haro Strait\n", + "\n", + "* fix Discovery Island\n", + "* Make east Chatham Island T-shaped" + ] + }, + { + "cell_type": "code", + "id": "14f1c1cfc47bf384", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:44:59.651566Z", + "start_time": "2025-09-30T18:44:58.747499Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 17 + }, + { + "cell_type": "markdown", + "id": "d64466e1832f27ad", + "metadata": {}, + "source": [ + "### Tile 9, 8 - San Juan Island\n" + ] + }, + { + "cell_type": "code", + "id": "6cf85679f828fab8", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:00.178750Z", + "start_time": "2025-09-30T18:44:59.708249Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 18 + }, + { + "cell_type": "markdown", + "id": "f7769e80128b253f", + "metadata": {}, + "source": [ + "### Tile 9, 9 - Orcas Island\n" + ] + }, + { + "cell_type": "code", + "id": "b3ef2caa6b2cd0c2", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:00.654637Z", + "start_time": "2025-09-30T18:45:00.187421Z" + } + }, + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 19 + }, + { + "cell_type": "markdown", + "id": "2d0f279f3e6c5925", + "metadata": {}, + "source": [ + "### Tile 9, 10 - North Rossario Strait\n" + ] + }, + { + "cell_type": "code", + "id": "e223ecd49a92d935", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:01.129535Z", + "start_time": "2025-09-30T18:45:00.663485Z" + } + }, + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 20 + }, + { + "cell_type": "markdown", + "id": "afb6756c4e8688ac", + "metadata": {}, + "source": [ + "### Tile 9, 11 - Lummi Island and Bellingham Bay\n", + "\n", + "* Portage Island is connected to Lummi Point in reality; perhaps an artificial isthmus" + ] + }, + { + "cell_type": "code", + "id": "3ec679b59884072", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:01.670216Z", + "start_time": "2025-09-30T18:45:01.140253Z" + } + }, + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 21 + }, + { + "cell_type": "markdown", + "id": "6c0283f3408ed282", + "metadata": {}, + "source": [ + "### Tile 9, 12 - East bit of Bellingham Bay" + ] + }, + { + "cell_type": "code", + "id": "b0264c7393cb9ff1", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:02.159923Z", + "start_time": "2025-09-30T18:45:01.679018Z" + } + }, + "source": "plot_tile(tile_x_min_max[12], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 22 + }, + { + "cell_type": "markdown", + "id": "40b6f8d28bb32560", + "metadata": {}, + "source": [ + "## Row 10 - Juan de Fuca, Jordan River, Saanich Inlet, boundary islands, Neptune Beach" + ] + }, + { + "cell_type": "code", + "id": "16d40aaed1e51fe4", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:02.169819Z", + "start_time": "2025-09-30T18:45:02.167538Z" + } + }, + "source": [ + "y_min_max = numpy.array([330, 360])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 23 + }, + { + "cell_type": "markdown", + "id": "8ecca269b17f0e87", + "metadata": {}, + "source": [ + "### Tile 10, 0 - Between the mouths of the Sekiu and Hoko Rivers" + ] + }, + { + "cell_type": "code", + "id": "830442cda9c68a62", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:02.687335Z", + "start_time": "2025-09-30T18:45:02.214921Z" + } + }, + "source": "plot_tile(tile_x_min_max[0], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 24 + }, + { + "cell_type": "markdown", + "id": "16328217e990bc27", + "metadata": {}, + "source": [ + "\n", + "\n", + "\n", + "### Tile 10, 1 - Clallam Bay" + ] + }, + { + "cell_type": "code", + "id": "e61c3a8c7351dba4", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:03.166762Z", + "start_time": "2025-09-30T18:45:02.695901Z" + } + }, + "source": "plot_tile(tile_x_min_max[1], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 25 + }, + { + "cell_type": "markdown", + "id": "c844877f6263db32", + "metadata": {}, + "source": [ + "### Tile 10, 2\n", + "\n", + "* all >15m deep" + ] + }, + { + "cell_type": "markdown", + "id": "bc992ee7ffa25e65", + "metadata": {}, + "source": [ + "### Tile 10, 3 - Jordan River, French Beach, and Sheringham Point\n", + "\n", + "* Remove extraneous island off French Beach" + ] + }, + { + "cell_type": "code", + "id": "fc107fdb8334d7e6", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:04.049756Z", + "start_time": "2025-09-30T18:45:03.175244Z" + } + }, + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 26 + }, + { + "cell_type": "markdown", + "id": "42ee610743548952", + "metadata": {}, + "source": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "### Tile 10, 4 - Near Muir Creek Beach" + ] + }, + { + "cell_type": "code", + "id": "fb9b221665319c32", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:04.571395Z", + "start_time": "2025-09-30T18:45:04.104959Z" + } + }, + "source": "plot_tile(tile_x_min_max[4], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 27 + }, + { + "cell_type": "markdown", + "id": "b2265da7916bc612", + "metadata": {}, + "source": [ + "### Tile 10, 5\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "2d54c39f399dec22", + "metadata": {}, + "source": [ + "### Tile 10, 6 - Saanich Inlet" + ] + }, + { + "cell_type": "code", + "id": "242f6d6ddc99597d", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:05.053958Z", + "start_time": "2025-09-30T18:45:04.581539Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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Q7GuSyWSLx+zbt288+uijLbYBYH8muW2z78L/vroqEUA1AAAAAOg+4iIAQCHq8koAAOQHk9y2aW3xPxMkAgAAAEBmiYu0zaNVv4qIiNOq/7HDx3AbAADofpIAAIqICW7bdWTx320BAAAAIHeJi7TdnsX/vZ+3NxHA4j8AZE+PbHcAgMyqqalJPWjZ4Kqq1KOjntvywS7sEQAAuWrhwoWRSCRi1qxZqW27du2KK664IkaOHBl9+/aNMWPGxJIlS1o91uuvvx4zZsyI8vLy6NOnT4wZMyYefvjhtHMdf/zxMWDAgBg2bFh84hOfiGeeeSbtGJdcckkkEom0xwknnNBl7xcgn4mLtM2jVb9KPZrb35oVVWujsrJSAgAAZJlKAAAFyuQ2ezpTEcBtAAAAct/GjRtj6dKlMW7cuLTts2fPjjVr1sR9990XBx98cKxatSqmT58eI0aMiHPOOafJY+3evTtOPfXUGDZsWPzwhz+MkSNHxrZt22LAgAGpNuvWrYsZM2bE8ccfH++++25ce+21MWXKlPjd734X/fv3T7U7/fTTY9myZannvXv37uJ3DpBfxEZaV1XVkPrz/E4cZ0XV2tSf/zXx7bg++aVOHA0A6CxJAAAFxOS2c16tru5UFYCOsvAPAJA/du3aFVOnTo3bb789rr/++rR9v/jFL+Liiy+OSZMmRUTEZZddFrfddltUV1c3mwRw1113xauvvhpPPPFE9OrVKyIiKioq0to88sgjac+XLVsWw4YNi5qamvjIRz6S2l5aWhplZWVtfi91dXVRV1eXel5bWxsREfX19VFfX9/m4xSjPeNjnIqPzz63bdq0KSPHbWxsTPt3vps48e8L/337/n379XFsfDU2tfja1f+0MU5Z9/df+f/nxJ9HRESPvom0dl/ttyi+svPKznc2y/ydL04+9+LU3OfuOiBfJZLJZDLbncgVtbW1MWjQoNi5c2cMHDgw290BaDOL/12rqxIBWqsGYPEfyBe+JwP83cUXXxyDBw+OG2+8MSZNmhTHHHNM3HTTTRERcfnll0dNTU088MADMWLEiFi7dm2cffbZ8dOf/jQmTJjQ5PE+9rGPxeDBg6Nfv37x4IMPxvvf//648MIL45prromSkpImX/OHP/whRo8eHZs3b46xY8dGxHu3A3jggQeid+/e8b73vS8mTpwY8+fPj2HDhjX7XubNmxfXXXfdftvvv//+6NevXztHBgAACs9bb70VF154oZgIeUclAIA8ZeE/c7qqIkBTtwWw8A8AkL+WL18eTz75ZGzcuLHJ/YsXL45p06bFyJEjo2fPntGjR4+44447mk0AiIh47rnn4mc/+1lMnTo1Hn744diyZUvMmDEj3n333fjqV7+6X/tkMhlXXXVVTJgwIZUAEBFxxhlnxHnnnRcVFRXx/PPPx1e+8pX46Ec/GjU1NVFaWtrkuefMmRNXXXVV6nltbW2MGjUqpkyZIsDZivr6+li9enWceuqpqQoOFAeffe7I1K/+m9LY2Bjbt2+PsrKy6NGjR7edN5P2rgbQlKYqAnzt3xel/vzlGZe3+Vz5XBHA3/ni5HMvTs197nuqZUG+kQQAkGcs/nePrkwEOETRHQCAvLdt27aYOXNmrFq1Kvr06dNkm8WLF8eGDRti5cqVUVFREevXr4/p06dHeXl5TJ48ucnXNDY2xrBhw2Lp0qVRUlISlZWV8dJLL8W3vvWtJpMArrjiivjtb38bjz/+eNr2Cy64IPXnsWPHRlVVVVRUVMRDDz0U5557bpPnLi0tbTJBoFevXgLebWSsipfPPnv2xEWysRjfo0ePgkkC+PnPe0RVVfOJAHPiuIg7/0f6xr3CG//n1pvi2ktntulcve/tHclL8zs24u98cfK5F6d9P3fXAPlKEgBAnrD4n38s/gMAFI6amprYsWNHVFb+/T7IDQ0NsX79+rj11ltj586dMXfu3FixYkWceeaZERExbty42LRpU9xwww3NJgGUl5dHr1690kr/jxkzJrZv3x67d++O3r17p7ZfeeWVsXLlyli/fn2MHDmyxf6Wl5dHRUVFbNmypTNvGyBniIt0o//+8Hv/fnBUi83m33lzi4kA8+/4curPiTsTeZ8IAAD5RBIAQI4zyc2ejlYDsPgPAFB4TjnllNi8eXPats985jNxxBFHxDXXXBMNDQ1RX1+/3y9ES0pKorGxsdnjjh8/Pu6///5obGxMvfbZZ5+N8vLyVAJAMpmMK6+8MlasWBFr166NQw45pNX+vvLKK7Ft27YoLy9v71sFyBliIplVXV2SXg1gz+L/Huds61AiwN6L/wBAdkgCAMhRJrq5oT2JABb/AQAK14ABA2Ls2LFp2/r37x9DhgxJbZ84cWJcffXV0bdv36ioqIh169bFvffeG4sW/f0eyhdddFEcdNBBsXDhwoiI+MIXvhC33HJLzJw5M6688srYsmVLLFiwIL74xS+mXjNjxoy4//7748EHH4wBAwbE9u3bIyJi0KBB0bdv39i1a1fMmzcvPvWpT0V5eXm88MILMXfu3Bg6dGh88pOfzPTQAHQ5MZHuU11dElUHtxD3aGMiQCS3tXou1QAAoPtIAgDIMSa6uae1RACL/wAAREQsX7485syZE1OnTo1XX301KioqYv78+XH55Zen2mzdujWtWsCoUaNi1apVMXv27Bg3blwcdNBBMXPmzLjmmmtSbZYsWRIREZMmTUo737Jly+KSSy6JkpKS2Lx5c9x7773x+uuvR3l5eZx88snx/e9/PwYMGJDZNw3QhcREulfV7/4W6zi4lYYtJAJUH73ivWNtatsPKCQCAED3kAQAkANMcnNfU4kAFv8BAIrb2rVr056XlZXFsmXL2vWaiIgTTzwxNmzY0Oxrkq187+zbt288+uijLbYByGXiIt0rtfi/x8MR8bFWXrRPIsCexf/U82Oq25wIAABkniQAgCwxwc0/r1ZXR0REZWVllnsCAAAA+U9spPvst/C/rzYmAlS/UN3sbokAAJA7JAEAdCOT28JQU1MjEQAAAAA6SHwk/7S0+N9WbgMAAN1HEgBAhpnYFiaJAAAAANA2YiPZV/2h6g5VA2jv4n9T1QAs/gNA95MEAJAhJrgAAABAsRIXyT1tTQSo/lDnfvVffUy1H04AQJZJAgDoQia4xUU1AAAAAEgnNpK/Orv4HxHiJACQIyQBAHQBE9ziJREAAAAAxEbyRVPVACz+A0DhkQQA0AkmuERIBAAAAKB4iY3kn65Y9N+bmAgA5B5JAAAdYIILAAAAFCtxEfbmxxEAkHt6ZLsDAPmkpqbGRJcmuS4AAAAodOIiNMd1AQC5RRIAQBuY5NIWrhEAAAAKkbgIbeEaAYDcIQkAAAAAAAAAAAqEJAAAAAAAAAAAKBCSAADaoLKyMttdIMdVVla6TgAAAChI5ru0RlwEAHKLJACANjKRoSkmuQAAABQDc1+aIi4CALmpZ7Y7AJBPKisro6amJtvdIAeY4AIAAADFSlwEAHKbSgAA7WSSU9xkuAMAAFCszIfZw49kACC3qQQAAG0g0AEAAEAxS9zy3N/+dGBUn/RaVvtCbqipqREvAYAcJQkAoAPcFqB4mMwCAABQrP6+8A9NkwgAALnJ7QAAOsgEpzhI9gAAAIB0VU8cmO0ukEPETgAg90gCAOgEiQDFwWQWAAAA0kkEAADIXZIAADpJIkBxkAgAAABAsUle+YEW90sEAADITZIAALqARIDiIBEAAACAYiMRgJZUVlaKiwFADuqZ7Q4AAAAAAJB/9iQISJovPhb+ASC3qQQA0EVMfoqDwAYAAADFZt9qAMkrP5C2TUykOOz51b/PGwByn0oAAF2osrLSInERqKmpMeEFAACgqLR2WwAxkcIk/gEA+UklAADoAIENAAAASGfBuDD4xT8A5D9JAABdzASpeEgEAAAAgHTiIvlPvAMA8p8kAIAMMOEFAAAAipW4SP6TCAAA+U0SAAAAAAAAkEYiAADkL0kAABki672wuTceAAAANM+cuTBIBACA/CQJACCDTHgLj8V/AAAAaBvzZwCA7OiZ7Q4AQK4TtAAAAAAAAPKFSgAAGWYBOX/51T8AAAB0jnl1/hIXAYD8pRIAQAa5b1p+MsEFAACAzkm8mfj7kyMiqv+rOnudoV3ERQAg/0kCAOhiFv7zl0kuAAAAdFzawj95R1wEAAqH2wEAdJGamhoJAHnO5wcAAACZUXVEVba7QCvERQCgcEgCAOiEPQv/JkmFw2cJAAAAmSERIPeJiwBAYZAEANABFv4Lm88WAAAA2i/ZP9lqG4kAuU9cBADynyQAAGiCCS8AAAC0n0QAAIDskwQAAAAAAECXaSkRoPq/qqP6v6q7sTd0hB9HAEB+kwQA0AGVlZXZ7gLdwIQXAAAAOmbfRACL//lHXAQA8pckAIAOkghQHEx4AQAAoH0Sd1dH4u7qiB9stPif58RFACA/SQIAgFaY8AIAAEDrUov/FBRxEQDIP5IAADpBNYDiYcILAAAATWtp8b9qc7LJ7WRXZWVlu+Ja4iIAkF8kAQB0kkQAAAAAgOZJBMgd+y7+i2sBQGGSBAAAAAAAAAWspV/+SwQAgMIjCQCgC5gsFbb2lsgDAACAYpK8pKrVNqoBZFdnyvmLiwBA/pEEANBFTIYKj0kuAAAAtI1EgPzWVPxDXAQA8lenkgAWLlwYiUQiZs2aldq2a9euuOKKK2LkyJHRt2/fGDNmTCxZsqTVY73++usxY8aMKC8vjz59+sSYMWPi4YcfTmvzne98Jw455JDo06dPVFZWxs9//vO0/clkMubNmxcjRoyIvn37xqRJk+Lpp5/uzFsEoAiZ5AIAAEDXqj4qEdVHJbLdjaLWXDWAmpqatH3iIgCQ/zqcBLBx48ZYunRpjBs3Lm377Nmz45FHHon77rsvfv/738fs2bPjyiuvjAcffLDZY+3evTtOPfXUeOGFF+KHP/xhPPPMM3H77bfHQQcdlGrz/e9/P2bNmhXXXntt/PrXv45/+qd/ijPOOCO2bt2aavPNb34zFi1aFLfeemts3LgxysrK4tRTT4033nijo28ToF1MkPKbSS4AAAB0XFPVACz+55a9F/v3Xfxvqg0AkJ96duRFu3btiqlTp8btt98e119/fdq+X/ziF3HxxRfHpEmTIiLisssui9tuuy2qq6vjnHPOafJ4d911V7z66qvxxBNPRK9evSIioqKiIq3NokWL4tJLL43Pfe5zERFx0003xaOPPhpLliyJhQsXRjKZjJtuuimuvfbaOPfccyMi4p577onhw4fH/fffH5///Oc78lYB2swEKX9Z+AcAAIDOuTZxQ0REzI2Ic6tPzm5naFFbYlg1NTXiJQCQxzpUCWDGjBlx5plnxuTJk/fbN2HChFi5cmX8+c9/jmQyGWvWrIlnn302TjvttGaPt3LlyjjxxBNjxowZMXz48Bg7dmwsWLAgGhoaIuK9SgE1NTUxZcqUtNdNmTIlnnjiiYiIeP7552P79u1pbUpLS2PixImpNvuqq6uL2tratAdAe+zJmJYAkJ/88h8AAAA67trEDakHhUe8CwDyV7uTAJYvXx5PPvlkLFy4sMn9ixcvjg996EMxcuTI6N27d5x++unxne98JyZMmNDsMZ977rn44Q9/GA0NDfHwww/Hv/7rv8a3v/3tmD9/fkRE/Pd//3c0NDTE8OHD0143fPjw2L59e0RE6t8ttdnXwoULY9CgQanHqFGj2jYIQNGz8F8YfIYAAADQ9X5ctSbbXQAAKGrtuh3Atm3bYubMmbFq1aro06dPk20WL14cGzZsiJUrV0ZFRUWsX78+pk+fHuXl5U1WDoiIaGxsjGHDhsXSpUujpKQkKisr46WXXopvfetb8dWvfjXVLpFIv3dUMpncb1tb2uwxZ86cuOqqq1LPa2trJQIAzbJgXJiUtwMAAICu9+OqNW4LUAASWxKRHJ3MdjcAgHZqVxJATU1N7NixI22xpKGhIdavXx+33npr7Ny5M+bOnRsrVqyIM888MyIixo0bF5s2bYobbrih2SSA8vLy6NWrV5SUlKS2jRkzJrZv3x67d++OoUOHRklJyX6/6N+xY0fql/9lZWUR8V5FgPLy8ibb7Ku0tDRKS0vbMwRAEbL4DwAAALC/+ckvt3grAIkA+atqYFXqzxIBACD/tOt2AKecckps3rw5Nm3alHpUVVXF1KlTY9OmTdHQ0BD19fXRo0f6YUtKSqKxsbHZ444fPz7+8Ic/pLV59tlno7y8PHr37h29e/eOysrKWL16ddrrVq9eHSeddFJERBxyyCFRVlaW1mb37t2xbt26VBsAaIpEDwAAAOiY+ckvt7jfrQHyS9XAqrQEAAAgP7WrEsCAAQNi7Nixadv69+8fQ4YMSW2fOHFiXH311dG3b9+oqKiIdevWxb333huLFi1Kveaiiy6Kgw46KBYuXBgREV/4whfilltuiZkzZ8aVV14ZW7ZsiQULFsQXv/jF1Guuuuqq+Jd/+ZeoqqqKE088MZYuXRpbt26Nyy+/PCLeuw3ArFmzYsGCBTF69OgYPXp0LFiwIPr16xcXXnhhx0YHgKLhtgAAAADQtVQByB+tLfyrBgAA+aVdSQBtsXz58pgzZ05MnTo1Xn311aioqIj58+enFusjIrZu3ZpWLWDUqFGxatWqmD17dowbNy4OOuigmDlzZlxzzTWpNhdccEG88sor8bWvfS1efvnlGDt2bDz88MNRUVGRavO//tf/irfffjumT58er732Wnz4wx+OVatWxYABA7r6bQJFpLKy0i/Fi4REAAAAAGi/fW8LYPE/f6TiIFtabysRAADyR6eTANauXZv2vKysLJYtW9au10REnHjiibFhw4YWXzd9+vSYPn16s/sTiUTMmzcv5s2b1+JxANpLIgAAAABA8+Ynvyx2kkf2/RFEcnQyElsSWeoNANDVerTeBICI/SdHFCYBCwAAAKBQVVZWNhvj8it/ACgckgAA2kEiQHGQCAAAAADtJ26S+zoa80iOTkoSAIA8IgkAAAAAoJ0WLlwYiUQiZs2aldq2a9euuOKKK2LkyJHRt2/fGDNmTCxZsqTVY73++usxY8aMKC8vjz59+sSYMWPi4YcfTmvzne98Jw455JDo06dPVFZWxs9//vO0/clkMubNmxcjRoyIvn37xqRJk+Lpp5/ukvcK0B4SAfLbvgv9Fv8BID9JAgBoJ5PZ4qAaAAAAzdm4cWMsXbo0xo0bl7Z99uzZ8cgjj8R9990Xv//972P27Nlx5ZVXxoMPPtjssXbv3h2nnnpqvPDCC/HDH/4wnnnmmbj99tvjoIMOSrX5/ve/H7NmzYprr702fv3rX8c//dM/xRlnnBFbt25NtfnmN78ZixYtiltvvTU2btwYZWVlceqpp8Ybb7zR9QMAQF5rLeaxZ+Hf4j8A5K+e2e4AQD6qrKy0SFwEampqJH0AAJBm165dMXXq1Lj99tvj+uuvT9v3i1/8Ii6++OKYNGlSRERcdtllcdttt0V1dXWcc845TR7vrrvuildffTWeeOKJ6NWrV0REVFRUpLVZtGhRXHrppfG5z30uIiJuuummePTRR2PJkiWxcOHCSCaTcdNNN8W1114b5557bkRE3HPPPTF8+PC4//774/Of/3yT566rq4u6urrU89ra2oiIqK+vj/r6+naOTHHZMz7Gqfj47Ntm3LhxsWnTpmx3o8s0Njam/bsQbNy4MY455phsdyPn+TtfnHzuxam5z911QL5KJJNJ6Xx/U1tbG4MGDYqdO3fGwIEDs90dIA9IBCgOEgGAYud7MsDfXXzxxTF48OC48cYbY9KkSXHMMcfETTfdFBERl19+edTU1MQDDzwQI0aMiLVr18bZZ58dP/3pT2PChAlNHu9jH/tYDB48OPr16xcPPvhgvP/9748LL7wwrrnmmigpKYndu3dHv3794gc/+EF88pOfTL1u5syZsWnTpli3bl0899xz8cEPfjCefPLJOPbYY1NtzjnnnHjf+94X99xzT5PnnjdvXlx33XX7bb///vujX79+nRglAAAoDG+99VZceOGFYiLkHZUAADpBRYDioCIAAAAREcuXL48nn3wyNm7c2OT+xYsXx7Rp02LkyJHRs2fP6NGjR9xxxx3NJgBERDz33HPxs5/9LKZOnRoPP/xwbNmyJWbMmBHvvvtufPWrX43//u//joaGhhg+fHja64YPHx7bt2+PiEj9u6k2L774YrPnnjNnTlx11VWp57W1tTFq1KiYMmWKAGcr6uvrY/Xq1XHqqaemKjhQHHz2+yukX/w3p7GxMbZv3x5lZWXRo0fh3GFXJYDW+TtfnHzuxam5z31PtSzIN5IAADpJIkBxkAgAAFDctm3bFjNnzoxVq1ZFnz59mmyzePHi2LBhQ6xcuTIqKipi/fr1MX369CgvL4/Jkyc3+ZrGxsYYNmxYLF26NEpKSqKysjJeeuml+Na3vhVf/epXU+0SiUTa65LJ5H7b2tJmb6WlpVFaWrrf9l69egl4t5GxKl4++4h5iZsjIuLj1c0nOhWaHj165H0SgNhGx/g7X5x87sVp38/dNUC+kgQAAAAA0IqamprYsWNH2uJJQ0NDrF+/Pm699dbYuXNnzJ07N1asWBFnnnlmRPz9ntg33HBDs0kA5eXl0atXrygpKUltGzNmTGzfvj12794dQ4cOjZKSktSv/ffYsWNH6pf/ZWVlEfFeRYDy8vIm2wB0lT2L/+QXi/8AUFzyO20RIEeYSBUHFR8AAIrXKaecEps3b45NmzalHlVVVTF16tTYtGlTNDQ0RH19/X6/EC0pKYnGxsZmjzt+/Pj4wx/+kNbm2WefjfLy8ujdu3f07t07KisrY/Xq1WmvW716dZx00kkREXHIIYdEWVlZWpvdu3fHunXrUm0AOmte4uYmEwD+s+rxLPSG9hLTAIDiIgkAoItIBCgOJs0AAMVpwIABMXbs2LRH//79Y8iQITF27NgYOHBgTJw4Ma6++upYu3ZtPP/883H33XfHvffeG5/85CdTx7noootizpw5qedf+MIX4pVXXomZM2fGs88+Gw899FAsWLAgZsyYkWpz1VVXxR133BF33XVX/P73v4/Zs2fH1q1b4/LLL4+I924DMGvWrFiwYEGsWLEinnrqqbjkkkuiX79+ceGFF3bfIAFFSyIAAEBucTsAAGinmpoaSR8AAOxn+fLlMWfOnJg6dWq8+uqrUVFREfPnz08t1kdEbN26Na1awKhRo2LVqlUxe/bsGDduXBx00EExc+bMuOaaa1JtLrjggnjllVfia1/7Wrz88ssxduzYePjhh6OioiLV5n/9r/8Vb7/9dkyfPj1ee+21+PCHPxyrVq2KAQMGdM+bB4ref1Y9Hh+vnpDtbtCC5uIZiTsTqT8nL012Z5cAgAxJJJNJ/1f/m9ra2hg0aFDs3LkzBg4cmO3uAHnKL8WLh0QAoFj4ngxQHPz3vu3q6+vj4Ycfjo997GPRq1evbHeHblTsn31TtwPYVyEmAjQ2NsZLL70UI0aM2O+2L/loTzxj78X/vUkE+Lti/ztfrHzuxam5z913ZPJV/n9jAcgxFoYBAACAQjQvObPVNm4NkPsSdyaaTQDYsx8AyG+SAACgg1R9AAAAgL/7ePWEgqwEUIwkAgBAfpMEAJABqgEUD4kAAAAAFJOmqgFY/C9MEgEAIH/1zHYHAApVZWWlBWIAAACgoCQufy7i8x+P6mmvZbsrdFD1MdVRtakq290AADJIJQAA6CTJHgAAABS6xOXPvZcAQEGoPqY6210AADJIEgBABrktQPGQCAAAAEAham7xv+r2A7PQG7pL8tJkJC9NZrsbAEAHSQIAyJCamhoLwwAAAEDBkgiQ35qqBmDxHwAKQ89sdwCgkFj0L241NTWqPwAAAAB5Y08igHgGABQWlQAAuoBf/bOH6wAAAIBCkvzuB1rcrxpAYRDPAIDCIgkAoIP2LPybJAEAAACFTCJAcRDjAoDC4XYAAO1kQkRr3BYAAACAQpP87gcicflzaduqp72Wpd6QKfvGNGpGjdqvTeW2bd3ZJQCgAyQBAEAGSAQAAACg0CS/+wE/jigCTS3877tfIgAA5Da3AwAAAAAAANqstUQBACC7JAEAtJNfd9NWfh0BAABAoREXYQ+JAACQuyQBAHSACS9tJREAAACAQiMuUuAeeCDbPQAAOkkSAEAHmfDSVhIBAAAAgLwiEQAA8pokAAAAAAAA2sWPI4pAC4kAldu2ReW2bd3XFwCgXSQBAHSCCS9tpRoAAAAAhUZcpAjskwhg8R8A8oMkAIBOMuGlrSQCAAAAAHnngQciHnjA4j8A5BFJAABdQCIAbSURAAAAgEIiJlI8xDQAIH9IAgAAAAAAoMMkAgAA5BZJAABdxISXtpI5DwAAAOSj5mIaiZpE6gEAZJ8kAIAuJBGAtpIIAAAAQCEREykee8c0mlr4lwgAANknCQCgi5n0AgAAAMWkpqZGsnuRae1X/xIBACC7ema7AwBQrGpqaiSNAAAAkJcs+tOaRE0ikpXJbHcDAIqSSgAAGWBhl7YSNAEAAAAKlYoAAJAdkgAAMkQiAG0lEQAAAADIJ9VRne0uAAAtkAQAADlAIgAAAAD5xI8faGsiwIRQDQAAupskAIAMMiGmPSQCAAAAkE/EPWjJ+Mr3HhESAQCgu0kCAMgwE2IAAAAAClFT1QD2Xvzfm0QAAOg+kgAAuoFEANpKNQAAAADyiZgH1VGdWvhvavF/bxIBAKB7SAIAgBwjEQAAAIB8IhEAACC3SAIA6CYmxLSHRAAAAAAgX9xcs/9tAZqTSKgGAACZJgkAoBtJBKA9JAIAAACQL8Q8aC0R4P+XeO8RIREAADJNEgBAN6mpqbGoCwAAABQsiQA0lQiw9+I/ANA9ema7AwCFzsI/nXJvIuKiZLZ7AQAAANAmN9dUR1VVVavtEolEJJNiHgCQCZIAADLE4j+dUfn0XpNliQAAAADkicrKSjGRItajDYv/e5MIAACZIQkAoIuZ6NIZaYv/AAAAkEfERIrXvov/T0bEcdnpCgAQkgAAuoyJLp3R6uK/agAAAADkKDGR4tXSL/8lAgBA9kgCAOgkE106o12//JcIAAAAQA4RE6Ez3AYAADKnR7Y7AADFqPLpKqX/AQAAgLzWWF3d4v4nm9iWTCYlAABAhkkCAIBusmfhv1OL//cmuq5DAAAA0AmVlZXZ7gI5oE2JAPP/aPEfALqRJACATjLhpdtJBAAAACBHiIvQkuPm/zGOm//HiIhILHguy70BgOIhCQCgC5jw0hY1R7acGQ8AAAD5SFyEfasB7L34vzeJAADQPSQBAEA36rJEANUAAAAAyCESAWisrm528X9vEgEAIPMkAQB0EZNdup1EAAAAAHJATU1N1NTUZLsb5BGJAACQWZIAALqQRADawm0BAAAAKAQW/9lX9WmvZbsLAEBIAgDochIBaAuJAAAAAOQri/+0pK2JAK4hAMicTiUBLFy4MBKJRMyaNSu1bdeuXXHFFVfEyJEjo2/fvjFmzJhYsmRJi8e5++67I5FI7Pd45513Um0OPvjgJtvMmDEj1eaSSy7Zb/8JJ5zQmbcIABnTqUSAi5LvPQAAAAByTHOJANWnvZZ6REgEAIBM6dnRF27cuDGWLl0a48aNS9s+e/bsWLNmTdx3331x8MEHx6pVq2L69OkxYsSIOOecc5o93sCBA+OZZ55J29anT5+08zU0NKSeP/XUU3HqqafGeeedl/aa008/PZYtW5Z63rt37w69P4DOqKysNImh61n0BwAAAPJEeyoCqKwJAF2rQ5UAdu3aFVOnTo3bb789DjzwwLR9v/jFL+Liiy+OSZMmxcEHHxyXXXZZHH300VFd3fKvHROJRJSVlaU99vb+978/bd9PfvKT+OAHPxgTJ05Ma1daWprWbvDgwc2es66uLmpra9MeAF3F5IW2aFM1AL/6BwAAIIeIedDV/JgGALpWh5IAZsyYEWeeeWZMnjx5v30TJkyIlStXxp///OdIJpOxZs2aePbZZ+O0005r8Zi7du2KioqKGDlyZJx11lnx61//utm2u3fvjvvuuy8++9nPRiKRSNu3du3aGDZsWBx22GExbdq02LFjR7PHWbhwYQwaNCj1GDVqVCvvHKB9TIppiyYTAfYs/Fv8BwAAIAeJeQAA5K52JwEsX748nnzyyVi4cGGT+xcvXhwf+tCHYuTIkdG7d+84/fTT4zvf+U5MmDCh2WMeccQRcffdd8fKlSvj//7f/xt9+vSJ8ePHx5YtW5ps/8ADD8Trr78el1xySdr2M844I/7jP/4jfvazn8W3v/3t2LhxY3z0ox+Nurq6Jo8zZ86c2LlzZ+qxbdu2tg0CAHSxmiOrI4aGhX8AAAAAAKBTeran8bZt22LmzJmxatWq6NOnT5NtFi9eHBs2bIiVK1dGRUVFrF+/PqZPnx7l5eVNVg6IiDjhhBPihBNOSD0fP358HHfccXHLLbfE4sWL92t/5513xhlnnBEjRoxI237BBRek/jx27NioqqqKioqKeOihh+Lcc8/d7zilpaVRWlrapvcO0FGVlZVKmtGiyr9U/f3Jw4mIj0kCAAAAIPeJedAVVJUAgK7XriSAmpqa2LFjR9r/lBsaGmL9+vVx6623xs6dO2Pu3LmxYsWKOPPMMyMiYty4cbFp06a44YYbmk0C2FePHj3i+OOPb7ISwIsvvhiPPfZY/PjHP271OOXl5VFRUdFsRQGA7mJSTFPSFv/3JhEAAACAPCHmQUdZ/AeAzGlXEsApp5wSmzdvTtv2mc98Jo444oi45pproqGhIerr66NHj/S7DJSUlERjY2Obz5NMJmPTpk1x1FFH7bdv2bJlMWzYsFSSQUteeeWV2LZtW5SXl7f53ACZYlLMHs0u/gMAAEAeEvOgPSz+A0DmtSsJYMCAATF27Ni0bf37948hQ4aktk+cODGuvvrq6Nu3b1RUVMS6devi3nvvjUWLFqVec9FFF8VBBx0UCxcujIiI6667Lk444YQYPXp01NbWxuLFi2PTpk3x7//+72nnamxsjGXLlsXFF18cPXumd33Xrl0xb968+NSnPhXl5eXxwgsvxNy5c2Po0KHxyU9+sj1vEyBjTIqLW7sW/1UDAAAAII+IedBWNTU1EgEAIMPalQTQFsuXL485c+bE1KlT49VXX42KioqYP39+XH755ak2W7duTasW8Prrr8dll10W27dvj0GDBsWxxx4b69evj3/8x39MO/Zjjz0WW7dujc9+9rP7nbekpCQ2b94c9957b7z++utRXl4eJ598cnz/+9+PAQMGdPXbBIA26/Av/yUCAAAAkEckAtBWEgEAILM6nQSwdu3atOdlZWWxbNmydr3mxhtvjBtvvLHVc02ZMiWSyaYXQ/r27RuPPvpoq8cAyDYT4uLQZSX/JQIAAACQR8Q9aCuJAACQOT1abwJAVzPBAQAAAApNTU2NBADaxfUCAJkhCQAgSyQCFLaa4dVdd7CHE113LAAAAOhiFv8BAHKLJACALJIIUNgkAgAAFK6FCxdGIpGIWbNmpbbt2rUrrrjiihg5cmT07ds3xowZE0uWLGnxOHfffXckEon9Hu+8806qzcEHH9xkmxkzZqTaXHLJJfvtP+GEE7r8fQPszeI/AEBu6pntDgAUO/fKo80eTkR8LJntXgAAFL2NGzfG0qVLY9y4cWnbZ8+eHWvWrIn77rsvDj744Fi1alVMnz49RowYEeecc06zxxs4cGA888wzadv69OmTdr6GhobU86eeeipOPfXUOO+889Jec/rpp8eyZctSz3v37t2h9wcAmeaHMQCQWZIAACCDaoZXR+VfqrLdDQAAusiuXbti6tSpcfvtt8f111+ftu8Xv/hFXHzxxTFp0qSIiLjsssvitttui+rq6haTABKJRJSVlTW7//3vf3/a869//evxwQ9+MCZOnJi2vbS0tMXj7Kuuri7q6upSz2trayMior6+Purr69t8nGK0Z3yMU/Hx2adrbGzMdhe6xZ73WSzvN1OOOeaY1J/z5e+Qv/PFyedenJr73F0H5CtJAAA5QDWAwiYRAACgcMyYMSPOPPPMmDx58n5JABMmTIiVK1fGZz/72RgxYkSsXbs2nn322bj55ptbPOauXbuioqIiGhoa4phjjon/83/+Txx77LFNtt29e3fcd999cdVVV0UikX7LqLVr18awYcPife97X0ycODHmz58fw4YNa/a8CxcujOuuu26/7atWrYp+/fq12Gfes3r16mx3gSzx2Ren7du3Z7sLee2ll17Kdhc6zN/54uRzL077fu5vvfVWlnoCnZNIJpPqCv9NbW1tDBo0KHbu3BkDBw7MdneAIiQRoLB1KhHAbQCALPI9GeA9y5cvj/nz58fGjRujT58+MWnSpDjmmGPipptuioj3FuinTZsW9957b/Ts2TN69OgRd9xxR/zLv/xLs8fcsGFD/OEPf4ijjjoqamtr4+abb46HH344fvOb38To0aP3a////X//X1x44YWxdevWGDFiRGr797///TjggAOioqIinn/++fjKV74S7777btTU1ERpaWmT526qEsCoUaPiv//7v/33vhX19fWxevXqOPXUU6NXr17Z7g7dyGfftE2bNmW7CxnV2NgY27dvj7KysujRo0e2u5PX9q4GkA/8nS9OPvfi1NznXltbG0OHDhUTIe+oBAAAucrCPwBAzti2bVvMnDkzVq1aFX369GmyzeLFi2PDhg2xcuXKqKioiPXr18f06dOjvLw8Jk+e3ORrTjjhhDjhhBNSz8ePHx/HHXdc3HLLLbF48eL92t95551xxhlnpCUARERccMEFqT+PHTs2qqqqoqKiIh566KE499xzmzx3aWlpkwkCvXr1EvBuI2NVvHz26YplYbxHjx5F814z5be//W1UVlZmuxvt5u98cfK5F6d9P3fXAPnKNxaAHJKPkyDarmZ4deuNPpb8+wMAgJxRU1MTO3bsiMrKyujZs2f07Nkz1q1bF4sXL46ePXvGm2++GXPnzo1FixbFxz/+8Rg3blxcccUVccEFF8QNN9zQ5vP06NEjjj/++NiyZct++1588cV47LHH4nOf+1yrxykvL4+KioomjwPQ1cQziltV1StRVfVKm9urhAkAmScJACDHmDgXtiYTASz8AwDkvFNOOSU2b94cmzZtSj2qqqpi6tSpsWnTpmhoaIj6+vr9fiFaUlISjY2NbT5PMpmMTZs2RXl5+X77li1bFsOGDYszzzyz1eO88sorsW3btiaPA5AJ4hnFZ9/F//YkAgAAmeV2AADQzWqGVwuOAADkmQEDBsTYsWPTtvXv3z+GDBmS2j5x4sS4+uqro2/fvlFRURHr1q2Le++9NxYtWpR6zUUXXRQHHXRQLFy4MCIirrvuujjhhBNi9OjRUVtbG4sXL45NmzbFv//7v6edq7GxMZYtWxYXX3xx9OyZHs7ZtWtXzJs3Lz71qU9FeXl5vPDCCzF37twYOnRofPKTn8zEcABQxFpa7K+qeiWqq4e0eoxEIhHJpB9DAECmSAIAyEGVlZVKo3WxPYvu2R5Xi/8AAIVr+fLlMWfOnJg6dWq8+uqrUVFREfPnz4/LL7881Wbr1q1p1QJef/31uOyyy2L79u0xaNCgOPbYY2P9+vXxj//4j2nHfuyxx2Lr1q3x2c9+dr/zlpSUxObNm+Pee++N119/PcrLy+Pkk0+O73//+zFgwIDMvWGAfYhn5KaqI6tSf65+ug23KmzuOFUv/u1PB7TSrvlEgKqqv/dFIgAAZI4kAIAcZeLceU0tuGdrXC3+AwAUnrVr16Y9Lysri2XLlrXrNTfeeGPceOONrZ5rypQpzS6U9O3bNx599NFWjwHQHcQzcsfei/97b2tvIsDfF//32BXtTQTYe/EfAMg8SQAAFJzWFty7MyBh8R8AAIBiIxEgu5pa/N93f2uJAPsv/O+rbYkAEae12EY1AADIDEkAADnMpLntcm2xPdf6AwAAAN1JTKN7pcUh3mm9fVOJAKdVnbHXs+92qj/J5JSIiEgkWm8rEQAAup4kAIAcZaLcus4stGcqGGHxHwAAAMi0luIPyT7JSLzT+up71ZFVMaTv+5vcNyQuj1daTQTYvxrAnsX/vz9PRqItmQAAQJeSBACQQyz8t01XLbR3VSKAhX8AAADYn2oAXa+tMYjWEgGSfd775f3QGNZsm7YmAiST57bcF4kAANDtJAEA5AAT4rbJxGJ7ZwISFv8BAACgZRIBukZHYhBNJQLsWfzf47+TO2Joov2JAK0t/Le5j24DAAAZIQkAIEtMgNsm1xbac60/AAAAkOskAnROZ2IR+y76N6UtiQD/ndzR4T5E7F8NwOI/AGSWJACAbmbS2zbdudjelmCExX8AAADoOIkAHVdTU5O1uERnF//3ZuEfALqPJAAAckq2JrVNBSMs/AMAAEDXkQiQu/atBtCVi/8AQPeTBABATsiFBfdc6AMAAADAvrqjGoCFfwAoHD2y3QGAYmOhuWl+CQAAAACFT1yk48ROAIC2kgQAkAUmvE0zmQUAAIDCJy4CAJBZkgAAyCkSAQAAAAAAADpOEgBAlsh6b55EAAAAAChs4iJtV1lZmXoAALSFJACALDJ5AwAAAIqVuEjzLPwDAJ0hCQAgy0zmmqYaAAAAAFCsxEUAgM6QBABAzjLhBQAAgMLmxxHNExcBADpKEgBADjDhbZ4JLwAAABQ2cZHmiYsAAB0hCQAgR5jwNs+EFwAAAAqbuEjzxEUAgPbqme0OAGAyBwAAABQ3sREAgK4jCQAgi0xwAQAAgGImNgIA0PUkAQBkgQlu2ykHCAAAAIVHbKRtxEUAgI6QBADQjUxw284kFwAAAChW4iIAQGdIAgDoBhb/284kFwAAAChGYiIAQFeRBACQQRb/285EFwAAAIpHZWWluMnfiIkAAF1NEgBAFzOBbR8TXQAAAChOxZ4IICYCAGSKJACALlDME9aOMMkFAAAAipGYCADQHSQBAHSCxf/2MdEFAAAA9lYM1QDEQwCA7iYJAKCdCn1i2tVMdAEAAICmFHqMRUwEAMgWSQAAbVToE9OuZqILAAAANKVYYiw1NTXiIwBAVkgCAGhBsUxKu4qJLQAAANAccRYAgO4hCQCgCSal7WPxHwAAAGhKscdYVAMAALJBEgDAXop9YtpRJrQAAADAHuIr6cRNAIDuJgkAIExOAQAAAAAAKAw9st0BgGyqqamRANBFjCMAAAAAAED2SQIAipLF/8wwpgAAAIDS939XWVlpPACAbud2AEDRsEANAAAA0D0qKyuLOhZj4R8AyCZJAEDBK+YJZzbU1NSY6AIAAABFRzwEAMgVbgcAFCwl/7PHuAMAAADFsiiu5D8AkGtUAgAKjgVoAAAAgOwqhviMhX8AIFdJAgAKRjFMLvOJ2wIAAABA8SmW+IyYBwCQy9wOAMh7yv7nLp8LAAAAFIdii88U03sFAPKPSgBAXjLRAgAAAOiYpuIqHf1lezHHaFRBBABylSQAIG8U86QSAAAAoDNai6u0d0FbnOY9EgEAgFwkCQDIeSaV+ckEGAAAALKvPXGVtixoi9MAAOQ+SQBATjKhzE8W/gEAACA3dDS2sm8igBgNAED+kQQA5BQTy/xk8R8AAAByQ1fEVsRn2kY8BADIVZIAgKwzscxPJroAAACQG8RWupeYCACQ6yQBAFljgpp/THIBAAAgd4itdK9jjjkmevXqle1uAAC0qkdnXrxw4cJIJBIxa9as1LZdu3bFFVdcESNHjoy+ffvGmDFjYsmSJS0e5+67745EIrHf45133km1mTdv3n77y8rK0o6TTCZj3rx5MWLEiOjbt29MmjQpnn766c68RSADampqTFLzTGVlpQQAAAAAyBFiK93rmGOOyXYXAADapcOVADZu3BhLly6NcePGpW2fPXt2rFmzJu677744+OCDY9WqVTF9+vQYMWJEnHPOOc0eb+DAgfHMM8+kbevTp0/a8yOPPDIee+yx1POSkpK0/d/85jdj0aJFcffdd8dhhx0W119/fZx66qnxzDPPxIABAzr6VoEuYnKafyz8AwAAQO4QW+lee+Ii9fX1We4JAED7dCgJYNeuXTF16tS4/fbb4/rrr0/b94tf/CIuvvjimDRpUkREXHbZZXHbbbdFdXV1i0kATf2yf7/O9uzZbJtkMhk33XRTXHvttXHuuedGRMQ999wTw4cPj/vvvz8+//nP7/eaurq6qKurSz2vra1t8fxAx5ig5h+L/wAAAJA7xFa6j5gIAFAIOnQ7gBkzZsSZZ54ZkydP3m/fhAkTYuXKlfHnP/85kslkrFmzJp599tk47bTTWjzmrl27oqKiIkaOHBlnnXVW/PrXv96vzZYtW2LEiBFxyCGHxKc//el47rnnUvuef/752L59e0yZMiW1rbS0NCZOnBhPPPFEk+dcuHBhDBo0KPUYNWpUW4cAaAOl6fKPsv8AAACQO8RWuo+YCABQSNpdCWD58uXx5JNPxsaNG5vcv3jx4pg2bVqMHDkyevbsGT169Ig77rgjJkyY0OwxjzjiiLj77rvjqKOOitra2rj55ptj/Pjx8Zvf/CZGjx4dEREf/vCH4957743DDjss/vKXv8T1118fJ510Ujz99NMxZMiQ2L59e0REDB8+PO3Yw4cPjxdffLHJ886ZMyeuuuqq1PPa2lqJANBJJqb5ySQXAAAAsk9cpfuJiQAAhahdSQDbtm2LmTNnxqpVq6JPnz5Ntlm8eHFs2LAhVq5cGRUVFbF+/fqYPn16lJeXN1k5ICLihBNOiBNOOCH1fPz48XHcccfFLbfcEosXL46IiDPOOCO1/6ijjooTTzwxPvjBD8Y999yTtpCfSCTSjp1MJvfbtkdpaWmUlpa27c0DzTJBzU8muQAAAJB94irZIS4CABSydiUB1NTUxI4dO9K+IDU0NMT69evj1ltvjZ07d8bcuXNjxYoVceaZZ0ZExLhx42LTpk1xww03NJsEsK8ePXrE8ccfH1u2bGm2Tf/+/eOoo45KtSkrK4uIiO3bt0d5eXmq3Y4dO/arDgB0nglq/jLJBQAAgM7ZtGlT9Ojx3p1WOzLPFlfJvpqaGjESAKBgtSsJ4JRTTonNmzenbfvMZz4TRxxxRFxzzTXR0NAQ9fX1qS/Ae5SUlERjY2Obz5NMJmPTpk1x1FFHNdumrq4ufv/738c//dM/RUTEIYccEmVlZbF69eo49thjIyJi9+7dsW7duvjGN77R5nMDzTNBzV8mtQAAANA5NTU1TcY427OYLLaSWyQCAACFql1JAAMGDIixY8embevfv38MGTIktX3ixIlx9dVXx/+/vXuPk7K688T/rQZsGmzwAtiNkMK4uJIgXhoUlSyoSHQZx8SsP5P0RIgZGH9ARjCaDJhswAg9k3FAOhoTNQuyxrQ7u3HCjtkEk3BJIkywtQ0x+alxVIiRsF6g7ajQaer3h6Gk6HvTl7q833nVK13Pc55TT9XpB/uc86nzlJSURDKZjM2bN8e6deti5cqV6WOuvfbaOPnkk6OqqioiIpYtWxaTJ0+OsWPHRn19fVRXV0ddXV3cdddd6WNuuummuOKKK+J973tf7NmzJ2677baor6+PWbNmRcS7twFYuHBhrFixIsaOHRtjx46NFStWxKBBg+KTn/xk1z4dICJ0UHOZjiwAAAAcne4YFzG2kr0EAQCAfNSpEEBH1NTUxOLFi6OysjJef/31SCaTsXz58rj++uvTZXbu3JmxWsDevXtj7ty5sXv37hg6dGicffbZsWXLljj33HPTZX73u9/FJz7xiXj11Vdj+PDhMXny5Ni2bVskk8l0mc9//vPx9ttvx7x58+KNN96I8847LzZs2BClpaXd/TYh7+mc5i4dVwAAADg6nR0XaW0i2fhKbhAEAADyzVGHADZt2pTxvKysLNasWdOpY1atWhWrVq1q85iampp2zyWRSMTSpUtj6dKl7ZYFWqZzmpt0VAEAAODoHc24yOETycZXAADoS92+EgCQm3ROc5PJfwAAADh63TUuYnwl9xhbAQDyUVH7RYB8Vltbq4OagyoqKnRSAQCgD1VVVUUikYiFCxemtzU0NMSCBQti1KhRUVJSEuPGjYu77767zXrWrl0biUSi2eOdd95Jl1m6dGmz/WVlZRn1pFKpWLp0aYwcOTJKSkpi2rRp8fTTT3frewbIJ8ZWAIB8ZiUAKFAm/nOPjikAAGSH7du3xz333BMTJkzI2L5o0aLYuHFjPPDAAzFmzJjYsGFDzJs3L0aOHBlXXnllq/UNGTIknnnmmYxtAwcOzHj+wQ9+MH70ox+ln/fr1y9j/1e/+tVYuXJlrF27Nk477bS47bbb4tJLL41nnnkmSktLu/pWAfKKsRUAoFBYCQAKjG/+5x7JdAAAyB4NDQ1RWVkZ9957bxx//PEZ+7Zu3RqzZs2KadOmxZgxY2Lu3Llx5plnxuOPP95mnYe+2X/440j9+/fP2D98+PD0vlQqFXfccUfccsstcdVVV8X48ePj/vvvj7feeisefPDB7nnjkOf0u/ObsRUAoNBYCQAgS+mcAgBA9pk/f37MnDkzpk+fHrfddlvGvilTpsT69evjuuuui5EjR8amTZvi2WefjdWrV7dZZ0NDQySTyWhqaoqzzjorvvKVr8TZZ5+dUea5556LkSNHRnFxcZx33nmxYsWKeP/73x8RES+88ELs3r07ZsyYkS5fXFwcU6dOjcceeyz+5m/+psXX3b9/f+zfvz/9vL6+PiIiGhsbo7GxseMfSgE69Pn4nPLLhAkToq6urs0yBw8ezPh/sttZZ50VEUd/rbrmC5e2L0zavTC11u5+D8hVQgAAWcTEPwAAZK+ampp44oknYvv27S3ur66ujjlz5sSoUaOif//+UVRUFPfdd19MmTKl1TpPP/30WLt2bZxxxhlRX18fq1evjgsvvDCeeuqpGDt2bEREnHfeebFu3bo47bTT4g9/+EPcdtttccEFF8TTTz8dJ554YuzevTsiIk466aSMuk866aR46aWXWn3tqqqqWLZsWbPtGzZsiEGDBrX7eRDx6KOP9vUp0EcOXXdkt9///vfdWp9rvnBp+8Kk3QvTke3+1ltv9dGZwNERAoACU1FR4XYAWcjkPwAAZLddu3bFDTfcEBs2bIiBAwe2WKa6ujq2bdsW69evj2QyGVu2bIl58+ZFeXl5TJ8+vcVjJk+eHJMnT04/v/DCC+Occ86Jr33ta1FdXR0REZdffnl6/xlnnBHnn39+nHrqqXH//ffHjTfemN6XSCQy6k6lUs22HW7x4sUZx9fX18fo0aNjxowZMWTIkDY+DRobG+PRRx+NSy+9NAYMGNDXp0MPaG1FgIMHD8bu3bujrKwsiorcaTWbHVoFoDu45guXti9M2r0wtdbuh1bLglwjBAAFSBAgO5j4BwCA3FFbWxt79uzJ+Du+qakptmzZEnfeeWfs27cvlixZEg8//HDMnDkzIt5bWvz2229vNQRwpKKiopg0aVI899xzrZYZPHhwnHHGGekyZWVlEfHuN5PLy8vT5fbs2dNsdYDDFRcXR3FxcbPtAwYMMODdQT6r/HL4WEl7E/xFRUVCAFnul7/8ZbePvbjmC5e2L0zavTAd2e5+B8hV/lKFAmUCuu9UVFT4/AEAIMdccsklsWPHjqirq0s/Jk6cGJWVlVFXVxdNTU3R2NjYbFKwX79+nbp3eCqVirq6uozJ/CPt378/fvOb36TLnHLKKVFWVpaxdOmBAwdi8+bNccEFF3TynUJhqa2tTT/IP9oVAChUVgKAAmZFgN5j0h8AAHJbaWlpjB8/PmPb4MGD48QTT0xvnzp1atx8881RUlISyWQyNm/eHOvWrYuVK1emj7n22mvj5JNPjqqqqoiIWLZsWUyePDnGjh0b9fX1UV1dHXV1dXHXXXelj7npppviiiuuiPe9732xZ8+euO2226K+vj5mzZoVEe/eBmDhwoWxYsWKGDt2bIwdOzZWrFgRgwYNik9+8pM9/dFATjIekpsOH1/paBvW1tYalwEACo4QAEAP0cEEAIDCUlNTE4sXL47Kysp4/fXXI5lMxvLly+P6669Pl9m5c2fGagF79+6NuXPnxu7du2Po0KFx9tlnx5YtW+Lcc89Nl/nd734Xn/jEJ+LVV1+N4cOHx+TJk2Pbtm2RTCbTZT7/+c/H22+/HfPmzYs33ngjzjvvvNiwYUOUlpb2zpuHHGHyP7e0Nbbiyy0AAK0TAoACp8PU/Uz+AwBAYdi0aVPG87KyslizZk2njlm1alWsWrWqzWNqamraPZdEIhFLly6NpUuXtlsWCpGxj9zS0bGV9sa1jNEAAIVKCAAQBOgmOpYAAAAAXdeVsZWWxrWM0QAAhU4IAIgIQYCjoWMJAAAA0HVHO7ZibAYAIFNR+0WAQqHD1DkVFRU+MwAAAMgB+u/ZydgKAEDPsBIAEBHujdcZOqcAAACQe6yCmD2MrQAA9CwhAChgOr4dp3MKAAAA0HXGVgAAeo8QABQgk/8dp4MKAAAA+cNqAL3P2AoAQO8TAoACoYPbcTqnAAAAkF+Mi/Q+4ysAAH1HCADynE5ux+mcAgAAQP4wJtJ3jLEAAPQtIQCgoOmUAgAAAHSv2tpaYy4AAH1ICAAoODqhAAAAAD1LEAAAoO8U9fUJAD1LZ+s9FRUVPg8AAAAoEMYAMnXHuEhn63BLBgCAviEEAAWg0Du9Jv8BAACgMBkPaD4u0pXPpDvqAACg97gdAJC3dEgBAACAQtTemEhFRUW739LvjjoAAOgbQgBQIAqpY2byHwAAADjEmEjv19Gd9QBAIpHIeJ5KpfroTCB3CAFAAcn3Tq/OJQAAAHCkfB4LOaSrS/wf/tl0Rx1drQcAWnLk5P/h2wUBoG1CAEBO07EEAAAAWlIIk/8RRzc2kk0rBwDAIa1N/gMdV9TXJwD0rnzpmFVUVOTNewEAAAC6T21tbcEEACIKJ+wAAIcTFIC2CQFAAcrVyfNDE/+5ev4AAAAAPUEQAIBCJAgArRMCALKeiX8AAACAtgkCAJAvUqlUX58C5DwhAChQ2T6p7lv/ANC6RCKR8QAA4D3GEgAg93U0CDAsMaKHzwRyU/++PgGg92VzMlxHHQBa19qEfyKRkJIHADhMRUVFVo9/AADtS6VSrY6FnBjD0z8PS4yIV1N7euu0ICcIAUCByJWOb21trSAAAByhI9/2FwQAAChcxlIAyFdHBgEOn/wHWicEAHkuVyb/AYDmOrvUvyAAAMB7CmE1AJP/ABSCVCrV7rL/VgOATEIAkIdyvYNrNQAACl1nJ/+PPFYQAAAoZLk+LtIeYyYA0DJBAHiPEADkkXzq5AoCAFCIjmbyHwCgkOXTmEhrjJMAUMheTe1pdzUA4D1CAAAAkGesBgAAkD9M/gPAuzoSBEgkNkQqNaOXzgiyV1FfnwBAawohxQ8APcWqAgAAuU8AAAAytbTc/2vxQPoR8W4QAAqdEADkkXzsGAoCAFBIuvvb+4IAAEChyMcxkQjjIgBwuEQiEYlEIl6L/9ts4r95WUEACpsQAOSZfO30AkChEAQAAOgaYyIAkJ8OTf53/jhBAAqXEACQ9aTeASg03R0EAAAoFPkYBDAuAkChanvy/8MdrEMQgMIkBAB5SIcXAHJfdwYBEvf+ttvqAgDIdsZFAKBQdDAIsPbxHj4PyD5CAJCn8rHDCwB00j3PvfsIQQAAoLAYFwEAYs0J7z5CEIDCIwQA5AypdwAKTZdXAzhs8h8AgPxgXASAQtOxcZEWVgM4bPIfCpUQAOSxfEy96/ACUGg6FQRoZ/LfagAAQCExLgIAua/DQYBDE/9tTP5bDYBCIgQAeU6HFwByX7sd3k58818QAAAoJMZFACC/nRoPxqnxYIfLCwJQKIQAgJykwwtAoWkxCGDZfwCAgmRcBIBC0tKYyJGT/6d+2vgIHE4IAApAPqbeI3R4ASgciUQiEonEu08OTfwfxeS/1QAAgEKSr+MiAFAoDo2JHJr4b+2b/x0NAiT+OdFt5wbZSggACoQOLwDklkMT/+nJ/+6uXxAAACggxkUAIPd0+7jI4EnvPkIQgPwnBADkNKsBAJBv2u3gzh3beycDAEDWqaioEGoAIK+1NjbyfHyy3WNbXA3gsMl/KBRCAFBA8rWDKAgAQK7r9Lf+uykIYDUAAKCQ5Pq4iMl/AOhEEODQxH8bk/9WAyCfCQFAgcnXzqIgAAC5qCeX++/wOQgCAAAFJBfHRUz+A0CmtoIAz689JZ5fe0qH6xIEIF8JAUAByteOoyAAAAXFbQEAALok18ZFjHcAUGhSqVS7ZY4MAjSb/H9ra3efFuQUIQAoULnW4QUAWtBdtwV4U+odACgcuTipnovnDABHo6NBgDa/+d/BIMC6MC5C/unf1ycAAACFKpVKHf3tAOaOjbjnua4d+/H3QgSJNxORKm2/gw0AkKtyfSK9trbWlzoAKCitjZt8PNakf645ivrvv/q9n78TQ2NofOcoaoPsIgQABayioiLnO8CH6AQDkKu6JQjQGR9vffUAQQAAIB/ly9hHhCAAAIXj8LGSwyf9j/Tx2f9f1Kw9vfWK3toaMej8jE2HT/5DvhICgAKXy0EAnV4A+LOOrAbQxuT/4QQBAAAAgL7SlS9KdCQIcP+s81vff5jvxNC4Nt7q9DlAtinq6xMA+l4uTaZXVFSkHwCQLzpyn7t2zW1hkv/jY997dELiTffCAwAAAHpPIpFoNQBQE59u9/iPz/7/mm8cdH76Meufj/YMIbdYCQCIiOxeEcCEPwCFoFtuCzB3bER995wPAEC+yOYxj44yNgJAoauJT7d5W4CIP68I8D9aDwzM+ucO3gpgQyJihlUSyW1CAEBatnWKdXABoBOqn//zD6d2S3VuCwAA5JNsG/PoCOMiANBxNfdO7lC59oIAn/hJRCRCEICcd1S3A6iqqopEIhELFy5Mb2toaIgFCxbEqFGjoqSkJMaNGxd33313m/WsXbs2vczH4Y933nkn47UmTZoUpaWlMWLEiPjIRz4SzzzzTEY9s2fPblbH5Mkdu+iB7JNrnXMAOFpdui1A9fOHBQAiYu3zrZftJLcFAADoO8ZFACgkHRkTaem2ADX3Ts4MAOz7Tbv1HHlrgGs3/HnyH/JIl1cC2L59e9xzzz0xYcKEjO2LFi2KjRs3xgMPPBBjxoyJDRs2xLx582LkyJFx5ZVXtlrfkCFDmk3qDxw4MP3z5s2bY/78+TFp0qT405/+FLfcckvMmDEjfv3rX8fgwYPT5S677LJYs+a95UCOOeaYrr5FKEjZloyvra2VfAegoHT4tgDVbUz2r30+Ynb3rQiwL/Z1S10AAH0p28Y8AIBMHRkTqYlPR9zbzkT/vt9EDB3XZpFZ/xyRGtrOCW1IREw2JkJu6tJKAA0NDVFZWRn33ntvHH/88Rn7tm7dGrNmzYpp06bFmDFjYu7cuXHmmWfG448/3madiUQiysrKMh6H+8EPfhCzZ8+OD37wg3HmmWfGmjVrYufOnc3+cC8uLs6o44QTTmj1Nffv3x/19fUZD8BycwCQ1Y785n9runFFgKFvttcrBgDIDbk25iG0AEChaXtFgB//+XGUrv7zoyN+bEyE3NSlEMD8+fNj5syZMX369Gb7pkyZEuvXr4+XX345UqlUbNy4MZ599tn48Ic/3GadDQ0NkUwmY9SoUfEXf/EX8eSTT7ZZft++d5M3R07yb9q0KUaMGBGnnXZazJkzJ/bs2dNqHVVVVTF06ND0Y/To0W2+JtA3dHgBKDQtdng7OvkPAEBeMS4CQKFpPi5yxOT/nN+3X0lLtwU4YvI/MaMLJwc5otMhgJqamnjiiSeiqqqqxf3V1dXxgQ98IEaNGhXHHHNMXHbZZfH1r389pkyZ0mqdp59+eqxduzbWr18f3/nOd2LgwIFx4YUXxnPPPddi+VQqFTfeeGNMmTIlxo8fn95++eWXx7e//e34yU9+Ev/0T/8U27dvj4svvjj279/fYj2LFy+Offv2pR+7du3qxCcB+S3bkvE6vAAUikQi8d7Sd4cm/rs6+d+NqwEAAOSLbBvzAADekzEu0tY3/zsaBDg08d/KN/8FAchX/TtTeNeuXXHDDTfEhg0bYuDAgS2Wqa6ujm3btsX69esjmUzGli1bYt68eVFeXt7iygEREZMnT47Jkyenn1944YVxzjnnxNe+9rWorq5uVn7BggXxy1/+Mn72s59lbL/mmmvSP48fPz4mTpwYyWQyHnnkkbjqqqua1VNcXBzFxcUdeu9QiLLtXnm1tbU66gDkpfbud3dU1j4fMfvULh+eKk1Ffao+hobl7wCA/JFtYx7tMSYCQL7r9rGRceOOvo4ZqYj6+ghjIuSgTq0EUFtbG3v27ImKioro379/9O/fPzZv3hzV1dXRv3//+OMf/xhLliyJlStXxhVXXBETJkyIBQsWxDXXXBO33357x0+qqCgmTZrU4koAn/3sZ2P9+vWxcePGGDVqVJv1lJeXRzKZbHVFAaB9R9PBrKio0EEFgDZkpttb8Lddn7zP0IUVAVKlqUiVtnUfPgCA/JWNYxq5FFoAgI5qe2zkkrYPbmk1gHHjMgMAP+/AORy5GsCM1LsPyGGdCgFccsklsWPHjqirq0s/Jk6cGJWVlVFXVxdNTU3R2NgYRUWZ1fbr1y8OHjzY4ddJpVJRV1cX5eXlGdsWLFgQ3/3ud+MnP/lJnHLKKe3W89prr8WuXbsy6gF61qFO8uEd5e7sNOvwApDrDnVuO5xw764gQAeZ/AcACkVL4xU9OaYBAHRFB4IAhyb+W/v2fweCAEMv/vMPF+/r1NlBturU7QBKS0tj/PjxGdsGDx4cJ554Ynr71KlT4+abb46SkpJIJpOxefPmWLduXaxcuTJ9zLXXXhsnn3xyVFVVRUTEsmXLYvLkyTF27Nior6+P6urqqKuri7vuuit9zPz58+PBBx+M733ve1FaWhq7d++OiIihQ4dGSUlJNDQ0xNKlS+NjH/tYlJeXx4svvhhLliyJYcOGxUc/+tGufTpARHRsibz2OsXducyeJfAAyEU9uuR/R7RzWwAT/wBAIerI+EI23TrAmAgAhemSiPhx5qa1g977+bdbI/7D+V2uPRWpaIzG+H58v8t1QLbp1EoAHVFTUxOTJk2KysrK+MAHPhB///d/H8uXL4/rr78+XWbnzp3xyiuvpJ/v3bs35s6dG+PGjYsZM2bEyy+/HFu2bIlzzz03Xebuu++Offv2xbRp06K8vDz9eOihhyLi3dUGduzYEVdeeWWcdtppMWvWrDjttNNi69atUVpa2t1vEwpOW+n4jnY+rQgAAF3Ug7cF8M1/AID2ZdPEuzERAPJJKtXRMYlL3p34P/Q40m+3tn14C6sBpP78P8hHnVoJoCWbNm3KeF5WVhZr1qzp1DGrVq2KVatWtXlMe/8IlJSUxA9/+MM2ywBHpzs6vNmUngeAnPK3p0ZUN5/E77S1z0fqs+8/+noAAApMRUVFbN++va9PAwDyTiqVanMFxar4RkRELG6vovZWBPh5ROpCk/4Uhm5fCQCgtwgTAJBLOp5sb8NRW4VnuAAANCRJREFUrgiQ+uz7BQAAAACArNPSuElVfCMdAIiIqJr9VPsVtbAiQOrCVPoBhUIIAOh1bgsAQKHqliBAZ1/zzxP/Jv8BuldVVVUkEolYuHBheltDQ0MsWLAgRo0aFSUlJTFu3Li4++6726xn7dq1kUgkmj3eeeedjNeaNGlSlJaWxogRI+IjH/lIPPPMMxn1zJ49u1kdkydP7tb3DEScddZZffr6nbktIwDkkkMrARya+D988v9wHQ0CmPin0B317QAAuqI7bwtQW1urAwxA4ejAbQFM+AP0rO3bt8c999wTEyZMyNi+aNGi2LhxYzzwwAMxZsyY2LBhQ8ybNy9GjhwZV155Zav1DRkypNmk/sCBA9M/b968OebPnx+TJk2KP/3pT3HLLbfEjBkz4te//nUMHjw4Xe6yyy7LuEXjMcccc7RvFcgSxj0AyFdt3QagK1KzBGEhwkoAQB/SgQWgEPXUbQF84x+gdzQ0NERlZWXce++9cfzxx2fs27p1a8yaNSumTZsWY8aMiblz58aZZ54Zjz/+eJt1JhKJKCsry3gc7gc/+EHMnj07PvjBD8aZZ54Za9asiZ07dzYLVhcXF2fUccIJJ3TPmwb6lPETAPLRodWrjrQ4rm/32JZWA0jNmiwAAIexEgDQp7prRQCrAQCQS1Kp1NEn3f/21D65vQBAoZs/f37MnDkzpk+fHrfddlvGvilTpsT69evjuuuui5EjR8amTZvi2WefjdWrV7dZZ0NDQySTyWhqaoqzzjorvvKVr8TZZ5/davl9+/ZFRDSb5N+0aVOMGDEijjvuuJg6dWosX748RowY0Wo9+/fvj/3796ef19fXR0REY2NjNDY2tnnOhe7Q5+NzKjyH2vyDH/xgPP30073ymtu3b+/z2xAUOtd84dL2hUm7946SkpJW990ai2Jp3NHm8f/w//4yFu37dPr50bZXa+3u94BclUgZOUyrr6+PoUOHxr59+2LIkCF9fTqQ97rrdgCHEwQAIFccTQigt/+E93cywLtqampi+fLlsX379hg4cGBMmzYtzjrrrLjjjjsiIuLAgQMxZ86cWLduXfTv3z+Kiorivvvui0996lOt1rlt27b47W9/G2eccUbU19fH6tWr4/vf/3489dRTMXbs2GblU6lUXHnllfHGG2/ET3/60/T2hx56KI499thIJpPxwgsvxJe+9KX405/+FLW1tVFcXNziay9dujSWLVvWbPuDDz4YgwYN6uSnAwAA+eett96KT37yk8ZEyDlCAIcxuAm9oycm/w8nCABAruhsEKCv/nT3dzJAxK5du2LixImxYcOGOPPMMyMimoUAbr/99rj33nvj9ttvj2QyGVu2bInFixfHww8/HNOnT+/Q6xw8eDDOOeec+E//6T9FdXV1s/3z58+PRx55JH72s5/FqFGjWq3nlVdeiWQyGTU1NXHVVVe1WKallQBGjx4dr776qn/v29HY2BiPPvpoXHrppTFgwIC+Ph160ZFtX1dX16uvb0WAvuGaL1zavjBp994zdOjQdsscviLA4d/8726ttXt9fX0MGzbMmAg5x+0AgF7T05P/AJBrOnpbALldgL5XW1sbe/bsyQgdNzU1xZYtW+LOO++Mffv2xZIlS+Lhhx+OmTNnRkTEhAkToq6uLm6//fYOhwCKiopi0qRJ8dxzzzXb99nPfjbWr18fW7ZsaTMAEBFRXl4eyWSyxXoOKS4ubnGVgAEDBhjw7iCfVeE61PaTJk3q1fEOv299yzVfuLR9YdLuPe+tt95qd1zkC/E3vToucmS7+x0gVxX19QkA+a+2trZXO8TCBgDki1QqJQAAkCUuueSS2LFjR9TV1aUfEydOjMrKyqirq4umpqZobGyMoqLMoZZ+/frFwYMHO/w6qVQq6urqory8PGPbggUL4rvf/W785Cc/iVNOOaXdel577bXYtWtXRj1Az+jNFQmNeQBQSIyLQNdZCQDoMX3ZMa2trXVbAAByQkurAejgAmSf0tLSGD9+fMa2wYMHx4knnpjePnXq1Lj55pujpKQkkslkbN68OdatWxcrV65MH3PttdfGySefHFVVVRERsWzZspg8eXKMHTs26uvro7q6Ourq6uKuu+5KHzN//vx48MEH43vf+16UlpbG7t27I+Ld5VNLSkqioaEhli5dGh/72MeivLw8XnzxxViyZEkMGzYsPvrRj/b0RwP0MmMeAOQT4yLQM4QAgG4nlQ4AnaNzC5AfampqYvHixVFZWRmvv/56JJPJWL58eVx//fXpMjt37sxYLWDv3r0xd+7c2L17dwwdOjTOPvvs2LJlS5x77rnpMnfffXdEREybNi3j9dasWROzZ8+Ofv36xY4dO2LdunWxd+/eKC8vj4suuigeeuihKC0t7dk3DUTEu6sBGA8BgK4xLgLdTwgAAAAAoAs2bdqU8bysrCz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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 28 + }, + { + "cell_type": "markdown", + "id": "5b5e6dc3d1ee5bdd", + "metadata": {}, + "source": [ + "### Tile 10, 7 - James Island & Sidney Island\n", + "\n", + "* connect spit on north end of Sidney Island\n", + "* connect Gooch Island\n", + "* Surface Forrest, Demville & Brethour Islands" + ] + }, + { + "cell_type": "code", + "id": "583fd443d342a258", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:05.966844Z", + "start_time": "2025-09-30T18:45:05.062360Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 29 + }, + { + "cell_type": "markdown", + "id": "9409d90a2ee48e4a", + "metadata": {}, + "source": [ + "### Tile 10, 8 - Stuart Island" + ] + }, + { + "cell_type": "code", + "id": "9e1ef1b173420621", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:06.512844Z", + "start_time": "2025-09-30T18:45:06.024236Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 30 + }, + { + "cell_type": "markdown", + "id": "54f7dba972be3aea", + "metadata": {}, + "source": [ + "### Tile 10, 9 - Waldron Island\n", + "\n", + "* surface Skipjack Island" + ] + }, + { + "cell_type": "code", + "id": "a383ec7ac1165fc0", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:07.348889Z", + "start_time": "2025-09-30T18:45:06.521161Z" + } + }, + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 31 + }, + { + "cell_type": "markdown", + "id": "61a6e4f93d35934b", + "metadata": {}, + "source": [ + "### Tile 10, 10 - Sucia Islands" + ] + }, + { + "cell_type": "code", + "id": "623198bdb4a19d6a", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:07.882646Z", + "start_time": "2025-09-30T18:45:07.405554Z" + } + }, + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 32 + }, + { + "cell_type": "markdown", + "id": "8b889d35180b0655", + "metadata": {}, + "source": [ + "### Tile 10, 11 - Neptune Beach" + ] + }, + { + "cell_type": "code", + "id": "f0276e170e816c74", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:08.425438Z", + "start_time": "2025-09-30T18:45:07.891086Z" + } + }, + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 33 + }, + { + "cell_type": "markdown", + "id": "699879b95b627c92", + "metadata": {}, + "source": [ + "### Tile 10, 12\n", + "\n", + "* all land, but also the south end of the Fraser River proxy" + ] + }, + { + "cell_type": "markdown", + "id": "736224b4bc3fe2fd", + "metadata": {}, + "source": [ + "## Row 11 - Neah Bay to Semiahmoo Bay" + ] + }, + { + "cell_type": "code", + "id": "f1049197ac0e38e8", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:08.434153Z", + "start_time": "2025-09-30T18:45:08.432061Z" + } + }, + "source": [ + "y_min_max = numpy.array([360, 390])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 34 + }, + { + "cell_type": "markdown", + "id": "3181f61f2fd456e7", + "metadata": {}, + "source": [ + "### Tile 11, 0 - Neah Bay to Sekiu River" + ] + }, + { + "cell_type": "code", + "id": "336e01a52559dfc", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:08.952774Z", + "start_time": "2025-09-30T18:45:08.484262Z" + } + }, + "source": "plot_tile(tile_x_min_max[0], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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gM844I9588834xje+Ea+//nqMHj067r///hg2bFjjNl/5yldiy5YtMX369HjrrbfiqKOOiiVLlkS/fv3y9voAuhLjGXQVxjIASEd4D1BBnODSlTnpBQDa6uGHH27ydXV1ddxxxx3tek5zP/jBD9I+Pn369Jg+fXqrz0skEjF79uyYPXt2xvYBKpnxDACgUgjvASqAk1wAAACgnBjLoBIoRACgOeE9QBflJJdK5KQXAACgfBnLoBIZywBgZ8J7gC7GiS6VzkkvAABAeTGWAQCwXbdidwCA/KitrXWyC3/jewEAAKD0GcuA7XwfALCDynuAMuePewAAAKCcGMuAlswkCECEynuAsuXqdMjM9wcAAEBpMZYBmfn+AEB4D1BmnOhC2/leAQAAKD5jGdB2vlcAKptp8wHKgD/aAQAAgHJjPAMAoH2E9wAlygku5Id7xgEAAHQuYxqQG2MZAJXLtPkAJcZUcpB/vqcAAAAKz5gG5I/vJYDKpPIeoAT4YxwKz1XrAAAA+WU8AwAgv4T3AEXkJBcAAAAoJytXroxu3UzoCp1BIQJA5fFXFkAn2zGFnOAeOp/vOwAAgI5ZuXJlsbsAFclYBkBlUXkP0En8oQ2lwVXrAAAAbWc8AwCg86i8BygwVfZQenxPAgAAZGY8A0qH70WAyqHyHqBA/FENAAAAlBNjGVC6zCQIUBlU3gPkmSvToTz4PgUAANjOWAaUB9+nAF2f8B4gT5zoQvnxPQsAAFQyYxlQfnzPAnRtps0HyIE/lgEAAIByYzwDAKA0qbwH6ABXpkPX4XsZAACoFMYzoGvwfQzQdQnvAdrBSS50Tb6vAQCArsx4BnQ9vqcBuibT5gO0gT+Goeurra2NmpqaYncDAAAgL4xlQNdnLAOg6xHeA2TgRBcAAAAoJ8YyoLII8AG6FtPmA6RhOjmoTL7vAQCAcmUsAyqX732ArkPlPcDf+CMXiHDFOgAAUD6MZQAAdC3Ce6CiOckF0hHgAwAApcpYBpCOsQyArkF4D1QkJ7oAAABAuTCOAbSFAB+g/AnvgYrhRBdoDye8AABAsRnLAACoLN2K3QGAQqutrXWyC3SInx0AAEAxGMsAOsrPDoDypvIe6JL8kQrkiwp8AACgsxjPAPLBWAZA+RLeA12Kk1wAAACg3BjPAAAgwrT5QBdhOjmgkPx8AQAACsF4BlAofrYAlCeV90BZ80co0FlMOQcAAOSDsQygsxjLACg/Ku+BsuTKdKAY/NwBAAA6ylgGUAx+7gCUF5X3QFnxxyYAAABQToxlAMWmAh+gfAjvgZLnJBcoJU54AQCAbIxlAADQEcJ7oCQ5yQVKmQAfAABozlgGUMqMZQCUB+E9UFKc6ALlwkkvAABgHAMoJ8YyAEqf8B4oOie6AAAAQDkxlgEAQCF0K3YHgMpVW1vrZBcoa36GAQBAZTGWAZQ7P8MASpvKe6BT+eMQ6GpMOQcAAF2f8QygKzGWAVC6hPdAp3CSCwAAAJQb4xkAAHQm0+YDBWU6OaAS+DkHAABdi/EMoKvzMw6gNKm8BwrCH39ApTHlHAAAlDdjGUClMZYBUHqE90BeOdEFKpmTXgAAKD/GMgAAKBXCeyAvnOgCAAAA5cRYBoBCBIBSI7wHOsxJLkBLTnoBAKB0GcsAaMlYBkDp6JbLk+fOnRuJRCJmzJjR+NjmzZvjS1/6UgwZMiT69OkTBx98cMybNy9jO3fffXckk8nYbbfdom/fvjF27Ni46667mmwzfPjwSCQSLZaLL764cZtzzjmnxfqjjz46l5cINFNbW9u4AJCen5EAAFA6jGUAAFAuOlx5v3z58pg/f36MGTOmyeOXXXZZPPTQQ7Fo0aIYPnx4LFmyJKZPnx6DBw+OU045JW1be+yxR1x11VUxatSo6NWrV/z617+Oc889N/bee+844YQTGve3bdu2xuc8/fTTcfzxx8fpp5/epK2Pf/zjcccddzR+3atXr46+RGAnTnAB2sdV6wAAUFzGMgDarra2tkXeA0Dn61B4v3nz5pg6dWosWLAgrrnmmibrHn/88Zg2bVpMmDAhIiIuvPDC+P73vx8rVqxoNbzfse0Ol156adx5553x6KOPNob3e+21V5NtrrvuuhgxYkSMHz++yeNVVVVRXV3dkZcFNOMkFwAAACg3xjMAOmblypXF7gJAxevQtPkXX3xxTJ48OSZOnNhi3bhx4+Lee++NP/3pT5FKpeKhhx6K559/vjGEzyaVSsXvfve7eO655+IjH/lI2m22bt0aixYtivPOOy8SiUSTdQ8//HDsvffeceCBB8YFF1wQ69evb/8LhApnKjmA/PCzFAAAOo/xDAAAyl27K+8XL14cTz75ZCxfvjzt+ptvvjkuuOCCGDJkSPTo0SO6desWt912W4wbNy5juxs2bIh999036urqonv37nHrrbfG8ccfn3bbX/ziF/H222/HOeec0+TxE088MU4//fQYNmxYvPTSS/GP//iP8bGPfSxqa2ujqqqqRTt1dXVRV1fX+PXGjRuzvHrout7Z+UKYFSuK1xGALsb0+QAAUDjCeoD8W7lyZRx55JHF7gZARWpXeL927dq49NJLY8mSJdG7d++029x8883xxBNPxL333hvDhg2LRx55JKZPnx6DBg1KW6m/Q79+/WLlypWxefPm+N3vfhczZ86M/fffv8WU+hERt99+e5x44okxePDgJo+fccYZjf8ePXp0JJPJGDZsWNx3331x2mmntWhn7ty5cfXVV7fx1UPX9E6z2SsAAAAASp3QHgCArqhd4X1tbW2sX7++SfXYtm3b4pFHHolbbrklNmzYEFdeeWXcc889MXny5IiIGDNmTKxcuTK+9a1vZQzvu3XrFgcccEBERIwdOzaeffbZmDt3bovw/pVXXokHH3ww7r777qz9HTRoUAwbNixeeOGFtOtnzZoVM2fObPx648aNMXTo0KztQleQKbQflUzG/6i+B8gb1fcAAJAfQnuAzmEsA6A42hXeH3fccbFq1aomj5177rkxatSo+OpXvxrbtm2L+vr66NatW5NtunfvHg0NDe3qWCqVajKl/Q533HFH7L333o0XB2Ty5ptvxtq1a2PQoEFp11dVVaWdTh+6srZW2gvwAfLLSS8AAHSc0B6g8xnLAOh87Qrv+/XrF6NHj27yWN++fWPgwIGNj48fPz6uuOKK6NOnTwwbNiyWLVsWCxcujBtuuKHxOWeffXbsu+++MXfu3IjYPn19MpmMESNGxNatW+P++++PhQsXxrx585rsq6GhIe64446YNm1a9OjRtOubN2+O2bNnx6c//ekYNGhQvPzyy3HllVfGnnvuGaeeemp7XiZ0SR2ZHl+AD5BfTnoBAKB9hPYAxWUsA6BztSu8b4vFixfHrFmzYurUqfGXv/wlhg0bFtdee21cdNFFjdusWbOmSXX+O++8E9OnT49XX301+vTpE6NGjYpFixY1uYd9RMSDDz4Ya9asifPOO6/Ffrt37x6rVq2KhQsXxttvvx2DBg2Kj370o/HjH/84+vXrl++XCWXDPe0BAACAciO0BygdAnyAzpNzeP/www83+bq6ujruuOOOdj3nmmuuiWuuuSbrviZNmhSpVCrtuj59+sRvf/vbrG1AJUhc9WLjvzfn2Jbqe4D8csILAADp1f785+9/MXx40foBQEvGMwA6R94r74Hi2Tm0zycBPkB+OeEFAID3NQntAQCggnXLvglQyhJXvdi4pLPrlavzsp9RyWRe2gFgO9OAAgBQ6Wp//vPWg/uXX+7UvgCQnbEMgMIT3kOZyhTYN5evAB8AAKDczZ07NxKJRMyYMaPxsc2bN8eXvvSlGDJkSPTp0ycOPvjgmDdvXsZ27r777kgmk7HbbrtF3759Y+zYsXHXXXc12Wb48OGRSCRaLBdffHHjNuecc06L9UcffXReXzOUksRP72xcshLgA5QcAT5AYZk2H8pMR6fG3/XK1bF5zoic9m36fID8Mn0+AHSu5cuXx/z582PMmDFNHr/sssvioYceikWLFsXw4cNjyZIlMX369Bg8eHCccsopadvaY4894qqrropRo0ZFr1694te//nWce+65sffee8cJJ5zQuL9t27Y1Pufpp5+O448/Pk4//fQmbX384x+PO+64o/HrXr165eslQ0loU1Dfmpdfjhg+PF9dAQCAkqbyHsrAzhUYuchHBb7p8wHyyxXrANA5Nm/eHFOnTo0FCxbE7rvv3mTd448/HtOmTYsJEybE8OHD48ILL4zDDz88VmS4eHnChAlx6qmnxsEHHxwjRoyISy+9NMaMGROPPvpo4zZ77bVXVFdXNy6//vWvY8SIETF+/PgmbVVVVTXZbo899sjvi4cSlWzY3LYNVeADlBRjGQCFo/IeSliuYX2hqMAHyC8V+ABQeBdffHFMnjw5Jk6cGNdcc02TdePGjYt77703zjvvvBg8eHA8/PDD8fzzz8dNN93UprZTqVT8/ve/j+eeey6++c1vpt1m69atsWjRopg5c2aLc72HH3449t5779htt91i/Pjxce2118bee+/d6v7q6uqirq6u8euNGzdGRER9fX3U19e3qc+FsGPfxewDnaut73mfDOs+3LA5lnXbtfUNPvCB7f9vaGhn78i3hr+9Bw3ei4rhPa887XnPly9fHmPHji1wjyi0cvv7rVz6CbkQ3kMJyhjazxkRkUMFfa7T5+86f/v/RfcAAEC5WLx4cTz55JOxfPnytOtvvvnmuOCCC2LIkCHRo0eP6NatW9x2220xbty4jO1u2LAh9t1336irq4vu3bvHrbfeGscff3zabX/xi1/E22+/Heecc06Tx0888cQ4/fTTY9iwYfHSSy/FP/7jP8bHPvaxqK2tjaqqqrRtzZ07N66++uoWjy9ZsiR22WWXjH3uDEuXLi12F+hk2d7zH/XaLeP61zKuzLiWIli3bl2xu0An855Xnra+56/5Gd1llMvfb++++26xuwAFl0ilUqlid6JUbNy4MQYMGBAbNmyI/v37F7s7VKB2VdrnOAV+ewL8HYF9cys+KMIHyCfV93Qmf/sClWLt2rWRTCZjyZIlcfjhh0fE9invx44dGzfeeGNERHzrW9+KBQsWxLe+9a0YNmxYPPLIIzFr1qy45557YuLEia223dDQEC+++GJs3rw5fve738U///M/xy9+8YuYMGFCi21POOGE6NWrV/zqV7/K2N/XX389hg0bFosXL47TTjst7TbpKu+HDh0ab7zxRlF/ptfX18fSpUvj+OOPj549exatH3SeHe/5bef9W9RvqY9fbfhJxu0H/OKHGdcvG35IPrtHnjU0NMS6deuiuro6unVzN9ZK4D2vPB15z1Xfl7dy+/tt48aNseeeexrLoEtTeQ8loBjT47elAr+10H6H5JNJAT5AHpk+HwDyr7a2NtavX9/kd+y2bdvikUceiVtuuSU2bNgQV155Zdxzzz0xefLkiIgYM2ZMrFy5Mr71rW9lDO+7desWBxxwQERsH7h+9tlnY+7cuS3C+1deeSUefPDBuPvuu7P2d9CgQTFs2LB44YUXWt2mqqoqbVV+z549S2LQtVT6QWF9LHFS9OrTM/7fj86J+i31sXVLfZzQ69T4ferXrT5nSyuPv3ziORER8cZzxhjKQbdu3QS5FcZ7Xnna857/8Y9/NJbRBZTL32/l0EfIld+4UESJRKLjwX0OU9/vsGua6v1d57+/AND5amtri90FAOhSjjvuuFi1alWsXLmycUkmkzF16tRYuXJlbNu2Lerr61sMUHfv3r3d9/hNpVJNKuJ3uOOOO2LvvfduvDggkzfffDPWrl0bgwYNate+obN8LHFSfCxxUoeemzp9WpOvXz7xnMbgPiJiz4OSuXQNgCIxlgGQPyrvoZPltcp+zoicp8/f9crVEcM7fiGA6nsAAKCU9evXL0aPHt3ksb59+8bAgQMbHx8/fnxcccUV0adPnxg2bFgsW7YsFi5cGDfccEPjc84+++zYd999Y+7cuRGx/b7zyWQyRowYEVu3bo37778/Fi5cGPPmzWuyr4aGhrjjjjti2rRp0aNH02GYzZs3x+zZs+PTn/50DBo0KF5++eW48sorY88994xTTz21EIcDOuTsxJfavO3HEielrb5P/PSbjf9++cSvtfr8PQ9KqsAHKENmEwTID+E9dIJiTIvfJjuq93Osss81wE8O335l/YqXnZwDRDjhBYDOtnjx4pg1a1ZMnTo1/vKXv8SwYcPi2muvjYsuuqhxmzVr1jSpzn/nnXdi+vTp8eqrr0afPn1i1KhRsWjRojjjjDOatP3ggw/GmjVr4rzzzmux3+7du8eqVati4cKF8fbbb8egQYPiox/9aPz4xz+Ofv36Fe4FQxu1J7Tf2c4B/s6hfT4cNGj7GMJzrxtDAACg60mkUqlUsTtRKjZu3BgDBgyIDRs2RP/+/YvdHbqATgvt21t9n27K/TxMk9/eAH9HaN+kDQE+QCMBPoXkb1+ArqNUfqbX19fH/fffH5/4xCfcj7TMZQvtX42XIyIa73k/77M/iK1b6pts89BPPpyxjUzV9xHRovp+R2i/MwF+52poaIjXXnstBg8e7P7nFcJ7Xnny8Z4byygv5fb3W6n83QuF5Dcu5NmO+9h3arV9ujC+te1a2/bC/HUnm+TwZNrgfsc6ALZzzzgAADpLIvGfjUs2Q2J4zvsb/pvrMq7f86BkHDTo/SWd1h4HoHiMZQDkxrT5kCclOzV+RNvD/Rxlmz5fMA8AAACloy1BfXs9NOTm7f+YGRE3/LRDbQz/zbcjImLTh76cU1+S1X+7Td86FfoAAJQHlfeQg6JU2bcmXUCfqdI+nTxU3yefbBnQZ6q0T9uGkB+gkSvWAQDIp8RPv9+4tOauODtrO82r7x8acvP7wf0OM0/P2Ebz6vvhv/l2Y3AfEdHv37/d/CktpKu+T1YnG4P7HV8D0HmMZQB0nMp76ICSCOvTyUeF/YURMT+3JpJPJiNOy7GN4clY8bIr4wEitp/0umccAAC5yBTWp3NXnB1nxcKM2wyOD0RExCP7Xh/xXisbzTw9YwX+9gC/9Xvs9vv3b2etwD9oUDL6pTJuEsnqpAp8gE5kLAOgY1TeQzuUTJV9GqlUKlKpLGeqbZVDBX7qglSkLshTP3KQHJWM5ChX1gMAAFDZMlbZ/+SpjM9trQL/rjg77oqzY3F8tm2dSFeBP+3095csMlXg9/vX1dHvX1e3rR+t+GAyGR9MGkMAAKD4VN5DG5RyYJ/usc7ub7qwPjUwFYk3c+tHR6rvmwf2yVHJWPE/rqwHyp8r1gEAaI/EAzvOyb+XecOfPBUx5YhWV7dlCv02mXl6xJutrJv2qYg7f5Hx6c0r8FsE9reujpieeUbC5tX3zQP7DyaT8eQKYwgA+WIsA6D9VN5DBqVaaZ+tyj4vFfhtqL7PVmWfGph7P5LD23ble6ZKexX4QFfhnnEAAGSTeCCxU3Cfoxv33L5k86fWUvm/efWv25dMpn0q6276/fu3M1fa35q9Aj9ZncxYaa8CHyC/jGUAtI/wHtIoxdB+R2Cft6nx2yJNgL8jsC+FqfEj2j49vgAf6Cqc9AIAkE6roX2/i7I/ufn0+c1D+7YE+K++keaxZqH9lo4F+H2m/FPjklVrAf5j335/AQCAEmXafPibUgvrI3KroM/b9PkX5tiPAk2f35Ew3hT6AAAAdCW1W9t4vt3voohNbZg+/7XjW19/454RM9IE9Dt79Y2I2C3zNlv+GtEnw5DktE9Fny1jWl3dZ86Y2HLlHzPv49bVEWN/0erqbj/5djRM+XKr602fD5Bfps8HaDuV91S8Uq6yz0c7JdGPPE2fv6PKXhU9UOlU3wMAVLbarYm2B/c7ZKrAr1u6fckmYwX+UX9bOi717v6Renf/rNv1mdN6uH/+nGVx/pxlWdvo9pPMFfimzwfIL2MZAG0jvKdideXQvnmbJdGPHAL8L+55RXxxzyvy0o+cgv/DktsXgBLgpBcAoPJkCu1XfKwNDTQP8JuH9gO/kr2NtAH+zjs/KHsbzabPbx7av5vanLWJ5gF+89D+/Cm7Z20jXYDf7WfvL8mXOzYGMDiZbLIAAEBbCe+pOJUS2pdzPyLeD+x3Du2/uGuRAvzmob0AHygRAnwAgMqQ+L9EJP4v+1hGmwP8TJX2bQ7wj4qmof3O2hbgZ6q0b2uAn6nSvq0B/s6BfXNtDfAzhfUCfIDtjGMAZCe8p2JUcmifbR+d1o82VN9nq7LvtAB/R2DfWlAvwAcAAKDAmof2yQ05NrhbZL0lfVYzRmxfcpBKHRip1IE5tfFuanObAv6Mpnx5+5JFpgB/t1HJ2K0NRQICfIDtBPgAmQnv6fIqObRvvs+S6EeaAD9dlX0mBQ3w2zM1vgAfKAFOegEAup5MlfbZAvy01fe7RdPQ/oCfZ24kXfV9u0P7ltX37Q3t04XzzUP721LnZmwjbfV989D+M9n70jzAbx7av9uG6wgE+ADbGcsAaF2PYncAKkUpTEdfCn2I2B7gX5RowzR8GXxx1yvi+5v/Jee+JEclY0XPHBo4LBmxakXO/QDIRW1tbdTU1BS7GwAA5CCx6OH3vzgh87bJDRErBrS+fsXHIpJPZtnhAT+P+N9Pt75+4FcizsoS8md1UM5jEW2prr8tdW58IXFHq+vPn7J73B7nZW7kMxGRZtr8nSVfTsb/frz19e9ujthl18xtDE4m47UVxhEAjGUApCe8hwIrlcCcllJ9t783tVtLa2YGAAAAKkOTwL6d0gX4yZ1v/d6vw01Hv7NOj4iITdHx8L5UxkOyhvZt9erqv/2j47cMGHzX9oslRPcAALTGtPl0ecU4WdwxHX2pnKiWou+lrs+5jY5On5/qm2oM7iMianrl+D7lOH1+cmAykgNNnQfkxpRzAADl4e8TtzcurfrtQ21qK7lhe2C/Y2liUxsaaDZ9fr+zTm8M7iMi+sXiNvVjZ8UaD2k+ff7tcV77g/t00+e/unqn4D7igNtWp9nofemmzx9816cbg/uIiOSzc9vXL4AuylgGQEvCeypCZ500Cuzbp7MD/Oah/c46O8DfEdjvHNoL8IFcOekFAChdWQP75rIF+HNWb18yaWOA3zy031lbA/xSGBO5LXVux0L7nX0m3g/sX01/fNsS4O8I7HcO7XcmwAfYzlgGQFPCe8iRKvvcdEaAnym0z6s2BPjZquwF+AAAAF1LptD+krOyhO/pAvzmof39HQzwf7D6/SWL1gL8DRs2NPl/ucvH+M4B16yOA67JfkwzebwmGY/XGB8AKocAH+B9wnsqRj7DdYF9fhUqwG9vaJ9z9X1E2gA/XZU9QKE44QUAKA2JRCISiUTW7doU4O8I7FurtG9LgL9zWN8ssN/0xSOz9rNfLG4yHlKqYyId6Vfz15O6dP+sz2lefd8itH8m+1hH8+r75qG9AB+oJMYzALYT3lNRcj2xLOWTU7YH+DsC+45W2ucrwM8lsBfyA7lywgsAUDxtDe3b5NEPbF9ycNaki+OsSRdn3S5TgL8xdUZsTJ2RUz86U1vHbjKN87Q1wM9Yad/GAD9Tpb0AH6gkxjMAhPdUoHxcgU3+5Vp9/73U9Xmp4M9VcurqSE7NbXq8iNwD/JpLklFziRN8AACAztJaaP/d+ELW57aovm8e2m9pQweaVd83D+3P+v4NWZtoHuCXW2i/s1ZD+TzNHDByxidj5IxP5tTG18/6cHz9rA/n1EbyL8lI/iXH8/9kcvsCAEDRCe8hA6F952pv+L4jsM93aN+R6vsWof0VxQnwm4f2AnyoXK5WBwAoHW0O8DNV2rcxwM9Uad/WAL+cQ/udNZ/mv71jPOmq75uH9iOvyxLgp6m+bx7av5G4MWMT6arvm4f2HQrwm4f2AnygBBjPACpdj2J3AIohlUplnMJOYF8830tdHxclvpJ1m0Kr6ZWK2q3ZpznMWGV/xeqIfxmRx161LlNIX3NJMmq/u6JT+gGUltra2qipqSl2NwAAyKJ/vJ1zG31uHPO3f53T4TZS38s+VXylSV26fxyYGJ1xm5HXfTJe+Nq9rW/wzPXx9et+lbGNNxI3xp6pGa2uf7wmGZcszdhEJP+SjBV7tOH8P1NIn0xGrDCGABSX8Qygkqm8p2KlC+hV2peGdOF8oarsOypf0+Nn3U+W6nvT4wMAAJSGbOMJ6arv+8fbTYL7q75/T+adpKm+73PjmJ2C+4ifxQ8yNpGu+j71vf0F9zlKV4Gfmrt/45KLBxKnxwOJ02PypNNzaqfH6GT0GJ37GMI+48fn3AYAAOklUpLKRhs3bowBAwbEhg0bon///sXuDlACmlffdyiwz0P1/Yo3m1713pHAXvU9VC5Xq5OOv30Buo5S+ZleX18f999/f3ziE5+Inj17Fq0fxZZppr+IiKviW1nbuPaLp2Zc3+f7YzKuj4j4TJYK/IWpW7K2kU0lvefZqu93eD71dKvrZiduyvr8navvH0ikD+vvW/LTjG00r75PF9j/tXeWjjSrvq9OJmNbnz7x1I9+FEd89rPRfcuWWKdCv8traGiI1157LQYPHhzduqkDrASl9p4bzyi8cvtdXip/90IhmTYfIIOaXqlInP5ibo3kYfr85MBkpD6XWzdMnw+Vy3RzAADFt6N+5h8S3+54I9/fcW7Zt8NN5CO0r0TPp57OGOBnCu13mJ26NGuA/0bixlgR/55xm8mTTs8Y4Cf/koyVH8nclx7vZQnwk8moztxEVCeTAnygoIxnAJWo+JdOAVSCK3KYYn/54u0LAAAAJa/5JJfNb9F3TerLWdtoMX3+90fsFNxHbIl3srbRfPr8halbBPc5ShfQP596uk3B/Q6zU5e2+viOpS3STqH/+9XvLzn4cWr7AgBA51N5D5BF6qf75159315pwvrEZYsj9Z0zc2pW9T1ULlerAwB0nmx3qbwm9eWsFfhXff+euDYub3X9lngn+mSpwP9Z/CDeTW3OuA3t056gvjXZAvpfp34SJyWmZG1n8qTT476vXZd23djZq2Pl7MyzADavvm8e2N+Uirg0810gVN8DBWc8A6g0Ku8B2iD10/1zb6Qt1fdZquwTl+VegV9zSct73QGVoba2tthdAADgb1qrwL8m9eXGJRfvpjYL7svYr1M/ybo+2zZjZ2cfh+jxXuZK+5vaUIFfnTTOABSW8Qygkqi8B+hMV6yO+JdmV76bEh/oRK5YBwAoHdkC+lQqFYlE66XP6arvBfZdR7oK/OaBfWru/pGY1fpsga1V4I/94ajGf19x7v9k7EdrFfg7B/tnyNWAAjOeAVQK4T1AG+Vt+vwrVkdMWd7hp5s+H8iVE14AgPLRlgA/2zT9lK9s1fURbQvw48DJra7/lztGtSnA714fcfT9EfM2RGzr2XT9j2uScUatcQagsIxnAJXAtPkA7ZDz9Pk/G7F9yZHp84FcmXIOAKB8pAvnU6lU4wKtOfq68+Po687Put2/3DGq1XV3JX4UdyV+lLWNH9cYZwAAyJXwHqCdOhTgNw/tp+RWOR+RW4CfuGxBJC5bkHMfAAAA6Bw7h/UCe5pLzW06VtE8tD/6vOqsbTQP8JuH9osH/H9Z20gX4I9KJpssALlQjAB0dabNByikTFX2U86M+Enn3e8+XViffPGpWLH/EZ3WB6C0mG4OAAC6jtTc/eOYxEdbXX/0edXxxP+3LmMb/3LHqKg+7+s59ePHNcn4eut3eohRyWT8zwpT7AMdZzwD6MpU3gN0QNbq+zxNj59NW6rvs1XZJ198Kp9dAsqMK9YBAICIiPj5fduXHPzL4i/Hvyz+ctbtVOADAKQnvAfooLQBfntD+wJNn78jsG/r1PgCfKhsAnwAAOgaHk89lHF92unzm4X26yb/XcY20k2f3zy03/VHAnygsIxlAF2VafMBcpD66f6RSGSYC64t8jB9/vYAf1NObZhCHyqbKecAAKBreDz1UPbp8yffnrGNdZP/Lqrv+89W19+V+FGs+1Hmqe93/dGXY/Nnv51xG1PoA7kwlgF0RcJ7gDI3ecrPIyLivp9MKnJPIkb3337V/NMbnXgDAABAqTk6JkRExBM5tPH8hk9Hz549I7E4t3P/vr/M6enbnXPO9v//4Ad5aAwAoPhMmw+Qo1QqlXsjHZg+f/KUnzcG99u/XpJzNzo6ff7o/snG4H7H10D5MeUcAAB0Dc2nzz86JjQG9xERM+67K2sbzafPf37Dp5t8nTrzW1nbSDd9ft9fNg3ua/7UgTGEc855P7jf8TVQkYxlAF2N8B4gDzozwG8e2jdd17kBfvPQvvk6oPw46QUAgK7h8dRDLUL7nbU1wK+Ju+P1VPoxi7YG+DsC+9aq7dsU4O8I7FsL6gX4ULGMZQBdifAeoExkCu2bblf4AD9TaA+UPye9AABQGTIF+JPv+1pMvu9rERFxUmJKq9tlDPDrPrN9ycGpNck4tcYYBJCZsQygqxDeA+RJoarv2xra51u6AL+9ob2AHwAAAIrnO6mvZ92meYC/c2jfVi0C/GahfeKtx7O20bz6vnlof+qqp7N3RPU9VDQBPtAV9Ch2BwC6klQqFYlEIrdGppwZk+P0nJqYPGVJ3PeTSbn1I7YH+O+NvSCnNkb3T8bTG1fk3Begc9XW1kZNTU2xuwEAAOToO6mvx2WJqzNuM+O+u+KFeCbjNlMGTItzfnRGi8ebjIP8oPWQPvHW45Ha/ZiM+6j5UzI+8MnW15+66um457DRGduIc86J+MEPMm8DAFCiVN4D5FleKvDzINfp8782ZfsCVC5XrAMAQNfQWgX+Q3Ff49JeiUQi9wKGndur377kYsGqp2NBWyr0gS7LWAZQ7oT3ACXovvhpXtrpSIDfPLSffeCCnPth+nwoX056AQCga/hO6utNwvrmgf2r8XKb2hkwYEDrof05mSvr002f3zy0X5vlzoHpps9vHtovqDEOAZXMWAZQzoT3AAWQj+r7fAX4bZWp0l6ADwAAAF1fWwP8jNoQ4O8I7FurtG9LgL9gpyUdAT4AUI5yCu/nzp0biUQiZsyY0fjY5s2b40tf+lIMGTIk+vTpEwcffHDMmzcvYzt33313JJPJ2G233aJv374xduzYuOuuu5psM3v27MapmHYs1dXVTbZJpVIxe/bsGDx4cPTp0ycmTJgQzzyT+V5NAIVSKgF+tup70+MD2bhiHQAAuoaVqf/Muk26AP/5+O/433iu7TtKE+BXn/Ny45KLtf+8Otb+8+r4/j+v7nAb3ZLJxgXomoxlAOWqw+H98uXLY/78+TFmzJgmj1922WXxwAMPxKJFi+LZZ5+Nyy67LC655JL45S9/2Wpbe+yxR1x11VXx+OOPxx//+Mc499xz49xzz43f/va3TbY79NBD4/XXX29cVq1a1WT99ddfHzfccEPccsstsXz58qiuro7jjz8+Nm3a1NGXCZCTUg7w2xvaq76HyuakFwAAuoa2BvjPx383LjsbEQe3bUfnHNNqYF/9mR9lfXrz6vsdof3OsgX4zavv0wX2AnzouoxlAOWoQ+H95s2bY+rUqbFgwYLYfffdm6x7/PHHY9q0aTFhwoQYPnx4XHjhhXH44YfHihUrWm1vwoQJceqpp8bBBx8cI0aMiEsvvTTGjBkTjz76aJPtevToEdXV1Y3LXnvt1bgulUrFjTfeGFdddVWcdtppMXr06Ljzzjvj3XffjR/+8IcdeZkAXcrkKUsaA/uOVtoL8AEAAKBrW5n6z6wB/8g4NOf9tDXATxfa76wtAX62KnsBPgBQKjoU3l988cUxefLkmDhxYot148aNi3vvvTf+9Kc/RSqVioceeiief/75OOGEE9rUdiqVit/97nfx3HPPxUc+8pEm61544YUYPHhw7LfffnHmmWfGiy++2LjupZdeinXr1sWkSZMaH6uqqorx48fHY489lnZfdXV1sXHjxiYLQL6VQvX9ffHTvFTwR+QW4Pd++IXo/fALeekH0PlcsQ4AAF1DunC+eWj/fCr9veR3aEuAvy4+m3F9qwH+Z/7j/aUN0gX439/2/tIWAnzomoxlAOWmR3ufsHjx4njyySdj+fLladfffPPNccEFF8SQIUOiR48e0a1bt7jtttti3LhxGdvdsGFD7LvvvlFXVxfdu3ePW2+9NY4//vjG9UcddVQsXLgwDjzwwPjzn/8c11xzTRx77LHxzDPPxMCBA2PdunUREbHPPvs0aXefffaJV155Je0+586dG1dffXV7Xj5Ah6RSqUgkEjm1cV/8NCbH6e3avrnr4oL4WuRePd8e6cL65JMDYsUHN3RqP4D8qK2tjZqammJ3AwAAyFFbps9/PvV0HJgY3er6kXFovBDPZGxjXXw2qqP1Kvvqz/wo1sX+rTfwT29EfGPPrH39/j+vjrhyRNp1H/xrxJNtGAnvlkxGQ4YZZIHyZCwDKCftqrxfu3ZtXHrppbFo0aLo3bt32m1uvvnmeOKJJ+Lee++N2tra+Pa3vx3Tp0+PBx98MGPb/fr1i5UrV8by5cvj2muvjZkzZ8bDDz/cuP7EE0+MT3/603HYYYfFxIkT47777ouIiDvvvLNJO83DsUyB2axZs2LDhg2Ny9q1a7MdAoAO66wK/GxV9tfFBTn3oy3V99mq7JNPDsi5H0BxuGodAAB4IZ7JGtxnc168GufFq9k3/Kc3Mq//j78tGXzwr5nXj/nbAnRNxjKActGuyvva2tpYv359kyuUtm3bFo888kjccsstsWHDhrjyyivjnnvuicmTJ0dExJgxY2LlypXxrW99K+00+zt069YtDjjggIiIGDt2bDz77LMxd+7cmDBhQtrt+/btG4cddli88ML2YKi6ujoiItatWxeDBg1q3G79+vUtqvF3qKqqiqqqqrYfAIASkK4CP19T4rfH7AMXxOznm14IYEp8AAAA6FqaV9+vjmdjS2xpVxvNq++bB/ZXxiMxJz7S/GlNpavAbx7Yn7I64pfpq+8j0lfgNw/sxyaTsVL1PXRJKvCBctCuyvvjjjsuVq1aFStXrmxckslkTJ06NVauXBnbtm2L+vr66NatabPdu3ePhoaGdnUslUpFXV1dq+vr6uri2WefbQzq99tvv6iuro6lS5c2brN169ZYtmxZHHvsse3aN0Ch5KP6PuL96vqO3ss+H9X3EdsD/B0V9h0J7lXfQ/lyxToAAFSO51NPx+p4Nqc21sVnM1baXxmPZG/kn954v8q+tUr7U1ZnbOKDf32/yr61SvuxyWT2vgBlyXgGUOraVXnfr1+/GD266T2O+vbtGwMHDmx8fPz48XHFFVdEnz59YtiwYbFs2bJYuHBh3HDDDY3POfvss2PfffeNuXPnRsT2e88nk8kYMWJEbN26Ne6///5YuHBhzJs3r/E5l19+eZx88snxgQ98INavXx/XXHNNbNy4MaZNmxYR26fLnzFjRsyZMydGjhwZI0eOjDlz5sQuu+wSn/vc5zp2dAAKINPtPNr6/IiWtwlpr+vigvhaZJ/+vjVzU1/Y3s6C/82pH8knB8SKD27o+POHbz+hXvGyq+Khs7liHQAAyKdMFfjXxvbA7ao4oeM7+J+OPxUAoDO0q/K+LRYvXhxHHnlkTJ06NQ455JC47rrr4tprr42LLrqocZs1a9bE66+/3vj1O++8E9OnT49DDz00jj322PjZz34WixYtii984QuN27z66qvx2c9+Ng466KA47bTTolevXvHEE0/EsGHDGrf5yle+EjNmzIjp06dHMpmMP/3pT7FkyZLo169fvl8mQE46UoGfSqWaPC8fVfwdqcCfm/pCY3AfEZG64ICc+9GRCvzk8GRjcL/ja6DzuWIdAAAqw4YNHb/wfoc5cUXWbZpX4F8btY3BfUTEtff9NvuOmlff/080Ce57PJ29CdX30HUZywBKWSKVrzmcu4CNGzfGgAEDYsOGDdG/f/9idwfo4tpaOZ/tx3SuFfhtrb7fObBP248cK/DbWn2fLaRXgQ+dT/V9efK3L0DXUSo/0+vr6+P++++PT3ziE9GzZ8+i9YPO4z2vLDve789+9rOxZUv77nnf3JXxL1m36Rt9M66/anIbKvC/OSLj6r+Ozrg6IiJWrqjccYaGhoZ47bXXYvDgwS1ulUvXVGnvufGM8vtdXip/90Ihdf2fvgAlKlso37zSvlCyVd83r7QvlGzV980r7YHS4Yp1AAAgXzbF7rEpds+pje731Ub3+3I7Txmb2r4AXZfxDKAUCe8BiihdON/e0L5Q0+e3N7Qv1PT57Q3tBfxQHE54AQCgMhRq+vzmof266JWxjXTT5zcP7buP/knGNtJNn988tD+nxjgDdGXGM4BSI7wHKLIdYX0ulfb5CvB3BPYdrbTPV4C/I7DvaBAvwAcAoDVz586NRCIRM2bMaHxs8+bN8aUvfSmGDBkSffr0iYMPPjjmzZuXsZ277747kslk7LbbbtG3b98YO3Zs3HXXXU22mT17diQSiSZLdXV1k21SqVTMnj07Bg8eHH369IkJEybEM888k7fXC1AI+RiHmBNXNAb2rVXatyXA3xHYt1Zp35YAf0dg31qlvQAfAOgswnuALiKXE+fOmqI/m+oLV0T1hZV7Lzkod65WB6DULV++PObPnx9jxoxp8vhll10WDzzwQCxatCieffbZuOyyy+KSSy6JX/7yl622tccee8RVV10Vjz/+ePzxj3+Mc889N84999z47W+bVoIeeuih8frrrzcuq1atarL++uuvjxtuuCFuueWWWL58eVRXV8fxxx8fmzZtyt8LB+iCrorpcVVMz62R21ZvX3JQ8+dk1PxZuA/lzHgGUEqE9wAVKtdq/1bb7UD1ffPQvnrPH+XcD9X3UBxOeAEoVZs3b46pU6fGggULYvfdm1Z4Pv744zFt2rSYMGFCDB8+PC688MI4/PDDY8WK1i8snTBhQpx66qlx8MEHx4gRI+LSSy+NMWPGxKOPPtpkux49ekR1dXXjstdeezWuS6VSceONN8ZVV10Vp512WowePTruvPPOePfdd+OHP/xhfg8AQJ7lYzzhu5F95r/m1ffNQ/ttMSVrGy2q75uF9k9flj3Ab1593zy0F+BDeTOeAZSKHsXuAAD5k0qlIpFIZN2m4P244IBILPjfrNtlqrKv3vNHse6Nz+bUj+TwZKx4WSU/dLba2tqoqakpdjcAoImLL744Jk+eHBMnToxrrrmmybpx48bFvffeG+edd14MHjw4Hn744Xj++efjpptualPbqVQqfv/738dzzz0X3/zmN5use+GFF2Lw4MFRVVUVRx11VMyZMyf233//iIh46aWXYt26dTFp0qTG7auqqmL8+PHx2GOPxRe/+MW0+6urq4u6urrGrzdu3BgREfX19VFfX9+mPhfCjn0Xsw90Lu95ZUn3fm/dujUGDBjQ6nM2bNgQEZFxm9vikvhi3JJx3/8XVfH9+FJERPSJPmm2mBbd486MbcSRP4lt08du/3f3bS1Wr778+Thk7uEZm/jimA/H40u2/7s+TT/GrPtwrNx7WeZ+lJGGhoYm/6frq/T3vBJ/n5Xb7/Jy6SfkQngP0MWkC/BLYUr8nbV1avx8BPgAALB48eJ48sknY/ny5WnX33zzzXHBBRfEkCFDokePHtGtW7e47bbbYty4cRnb3bBhQ+y7775RV1cX3bt3j1tvvTWOP/74xvVHHXVULFy4MA488MD485//HNdcc00ce+yx8cwzz8TAgQNj3bp1ERGxzz77NGl3n332iVdeeaXV/c6dOzeuvvrqFo8vWbIkdtlll4x97gxLly4tdhfoZN7zytL8/f7Rj1qfPe/+++/Puk1bTYjc24j478yr78++j/uzbfDaa23uTbnY8fuKylGp7/lrXfD7t63K5Xf5u+++W+wuQMEJ7wG6oFII69NV33fkfva5Bviq76E4VN8DUCrWrl0bl156aSxZsiR69+6ddpubb745nnjiibj33ntj2LBh8cgjj8T06dNj0KBBMXHixFbb7tevX6xcuTI2b94cv/vd72LmzJmx//77x4QJEyIi4sQTT2zc9rDDDotjjjkmRowYEXfeeWfMnDmzcV26i28zzag1a9asJs/fuHFjDB06NCZNmhT9+/fPeDwKqb6+PpYuXRrHH3989OzZs2j9oPN4zytLPt7vTBX4nWb6f2Vc3bz6/r8X7tFimw3Vf8m6m65Qgd/Q0BDr1q2L6urq6NbNHXgrgfd8u7Fjxxa7C52m3H6X75hxCroy4T0ABZO64IAYlFhc7G4I8KFIBPgAlILa2tpYv359k99J27Zti0ceeSRuueWW2LBhQ1x55ZVxzz33xOTJkyMiYsyYMbFy5cr41re+lTG879atWxxwwAERsX2Q99lnn425c+c2hvfN9e3bNw477LB44YUXIiKiuro6IrZXtw0aNKhxu/Xr17eoxt9ZVVVVVFVVtXi8Z8+eJTHoWir9oPN4zytLLu/3li1b0j6+owgh260AM2lzG98+MGJG6/e4r/3K0xGH/t1Oj7zXYpter+8SqcFvZtzNkf/3d1G7T9cYi+jWrVtFB7mVqNLf80r8nVYuv8vLoY+Qq8r96QtA2ajeM4ep8Zb+avsCFEVtbW2xuwBAhTvuuONi1apVsXLlysYlmUzG1KlTY+XKlbFt27aor69vMUDdvXv3dt/vNZVKNbkXfXN1dXXx7LPPNgb1++23X1RXVzeZpnTr1q2xbNmyOPbYY9u1b4By0HymwFQq1eSxjswk2KE2bhyR/rEdywWZg/mIiMRrA9M/PvL9BShPxjKAYlJ5D0BBvZ46My/V9+2ePr9ZYJ984fVYMXJQKxsDANBV9evXL0aPHt3ksb59+8bAgQMbHx8/fnxcccUV0adPnxg2bFgsW7YsFi5cGDfccEPjc84+++zYd999Y+7cuRGx/b7zyWQyRowYEVu3bo37778/Fi5cGPPmzWt8zuWXXx4nn3xyfOADH4j169fHNddcExs3boxp06ZFxPbq0BkzZsScOXNi5MiRMXLkyJgzZ07ssssu8bnPfa7QhwagKLKF69luHdKWdtrURroAf2cXvBmxIH1Av0PitYER41sP+pP9k7FiY9eovodKYzZBoFiE9wAUXKcF+Fkq7AX4UBxOeAEodYsXL45Zs2bF1KlT4y9/+UsMGzYsrr322rjooosat1mzZk2T6vx33nknpk+fHq+++mr06dMnRo0aFYsWLYozzjijcZtXX301PvvZz8Ybb7wRe+21Vxx99NHxxBNPxLBhwxq3+cpXvhJbtmyJ6dOnx1tvvRVHHXVULFmyJPr169c5Lx6gzLS1Oj9TgN/mKfYzBfi3/+f2/4/PfBGAAB8AaI9EqiNzEXVRGzdujAEDBsSGDRuif//+xe4OQJeTjwA/IloG+O2cFl+AD8UhwC8t/vYF6DpK5Wd6fX193H///fGJT3zC/UgrhPe8snT2+908WO/oMPbO7aRroy1V/k0C/B2h/c4WZqnij2gR4A9NJhv/vXZFaYb7DQ0N8dprr8XgwYMr+v7nlcR73lJXH8sot9/lpfJ3LxSSynsAOk1eK/B/tGuHn68CH4pDBT4AANBW+ao5y8s0/Re8GXH06tbXn706a4Cf7J+MPx+Yft3QZLJkA3yodMYygM7m0ikAysrrqTPj9dSZxe4GAAAAQNusXLB9yWDnSnwAoHIJ7wHoVB0N3puH9qkzT8qpH8kXXs/t+dXJSFY7sYb2qq2tLXYXAAAAmmhTlf8TWabGPztNZX6z0H6fnwjwoRwZywA6k/AegE7XngA/U6V9Zwf4OwL7nUN7AT60n5NeAACg1OQtwN8R2LdSaS/Ah/JkLAPoLMJ7AIoiW4DfWdPjtyXAz1ZlL8CH9nPSCwAAdClPjMge7mex9//bvgClyVgG0BmE9wAUTbpwvr2hfa7V9xHpA/x0VfYAAABA19Wh6vvmof2UC7I20bz6vnloX3O7sQgoVQJ8oNB6FLsDAFS2fFTXp848KRKLf51TG8kXXo/48Mkdf351MlasW5FTH6DS1NbWRk1NTbG7AQAA0CiVSkUikci8UbYK+ykXRGSZHn+fnyyI1EOtB/01tyej9nzjDABQaVTeA1Dxqj+7Oao/uznndnKt0q+5Lxk197m6nsriinUAAKCcpFKptlXoZzJl8PYli0wV+DXPJKPmGWMIUAzGMoBCEt4D0CV0ZPr85qF99ZAf5dyPjgT4zUN7AT6VxkkvAABQStKF881D+6wBfrrp85uF9ol592XtS/MAv3loL8CH4jCWARSK8B6ALqOtAX6mSvt8BPhtlanSXoAPAAAAxbMjrM9Uad+mAH9HYN9KpX1bA/xMlfYCfADoOoT3AFSMfE2Pn0226nvT40NLrlgHAAC6kveD/0/k1E7iiO0LUHqMZQCFILwHoEtJV33f3tC+UNPntze0F/BTaZz0AgAA5aZ59X26Sv1sAX666vvmoX2iLnM/VN9DcRjLAPKtR7E7AAD5ljrzpBiUWJxTG9VDfhTrXv1sTm0kq5ORuj2nJqLmvmTUTl6RWyMAAABAwWSdPj+2B/iJxP2trk/Muy9i/uSMbSTqIlJVra+veSYZtYcaQwCAcqbyHgBakVMF/v0vbF+AdnHFOgAA0FWlr8CfvNOSgyF/W4BOZywDyCfhPQBd0uupMzt/pzsC+51C+8Sg3AN80+dTaZz0AgAAXdX2AL+VwP7C7M9vMX1+s9C+ZoMxBCgGYxlAvgjvAeiy8hHgt6n6PkuVvQAf2s9JLwAAUJHaGuBnqLQX4ANA+XLPewDIonrIj2Ldq59t+qAp8QEAAIAOSKVSkUgkWt/gwoiY3/Lhqy+8+f0vfvf3GfdRsyEZtQNWtHy87v1gv7aq5Xqg42pra6OmpqbY3QDKnPAegC7t9dSZMSixOOd2qof8KNbN7/iV64lBL0Tq9ZE59aHmvmTUTnZiTeVw0gsAAHRVbQnwr46bW139jeNujn9qQ4AfvTOsr0sK8CHPjGUAuTJtPgBdXq7T57+eOjMvU/CbPh/az/T5AABApUmlUpFKpbJu943jWg/3E6tWR2LV6qxt7FyJ39zYeeOzPh8AyC/hPQAVoSPhe/PQPnXBATn3I5cAP3HwXZE4+K6c+wDlRoAPAAB0Rc0D+uah/T+lLsnaRvMAv3lon1je/gC/5qZk1Nz0/mNCfGgf4xhALoT3ANBMpkr7fAT47bEjsN85tE+++Gyn9gEAAAAojB2BfWuV9m0N8DNV2rc1wG8e2jdZ38rjQHoCfKCjhPcAVIxs1ff5mh4/m7ZU32ershfgU2mc9AIAALT0T6lL2hTwZ5L4008j8aefZt1OgA/tYywD6AjhPQAVJV04397QvlDT56erss9EgE+lcdILAABUonThfPPQPnXp/hnbSFd93zy0T5wswId8M5YBtFePYncAADpbPqrrUxccEIkF/5tTG4lBL0Ts9kRObSRffDZW7H9wTm0AAAAApa0t1fWpS/ePxE0vtro+sXx1xOAnM7aROPmnkfrV6Rm3qbkpGbWXrsjaH2C72traqKmpKXY3gDKh8h4AiuHCkduXEjAymYyRSVfOUx5csQ4AANABM0ZsX3KU+M72BWgf4xlAWwnvAaCDOjR9fvPQfspZOfejo9PnNw/tBfiUCye8AAAA6bWYPr95aD8lc1V9RPrp85uH9snhxhCgvYxnAG0hvAeAHLQ5wM9Uad/JAX6mSnsBPuXCCS8AAEB6qUv3z1xp38YAf8Dc7f/e8f/mBPgAkH/CewAopLZOj98JAb7p8QEAAICIyBzgbz5g+5KDmmeSUfOMMQhoTjECkI3wHgBylLb6viP3tC9QgN/e0F7AT7lwwgsAAJBeKpXKvlHzAL95aH//o1mbaF593zy0F+BDS8YzgEx6FLsDANAVpC44IBKJRLG7ERHbA/wNOV4IMDKZjBdWrMhTj6Bwamtro6amptjdAAAAKDmpVCr7WMWU0yP+v6dy2k9yeDJS97W+vuaZZNQeaowBANpC5T0AlJJcq++nHbt9KbIByWQMUMFPJ3HFOgAAQHptqsDPxZ2rty+5ePnl7QtUEGMZQGuE9wCQJ3k7IW5vgL8jsN8ptB/QJ8cT5+jY9PnNQ3sBPgAAABRX1vGK847IvD7d9PnNQvvEG5nHIdJOn988tBfgU2EE+EA6wnsAyKNODfCzVNl3ZoCfqdJegE9ncMILAACQg2wB/r1PvR/Yt1Jp36YAf0dg31pQL8AHoMIJ7wEgzwoa4Kepsi8m0+NTSgT4AAAA6bVprKK1AP/icdnD/b9JF+Anur+/JN/7TJvagUphLANoTngPAAWQ1wA/h8C+UNX37Q3tBfx0Fie9AAAA6bU5wN+xXDyu6bovj2jTfhJvrG4S2DeXNcBXfU+FMZYB7Ex4DwAlKpVK5eUigHwF+AN2WjrUDwE+AAAAlKw2jUNkC/C/PKJNIb8AHwDSE94DQIF0NHhvfrKcenf/nPuSS4A/YH7vGDC/d859iBDg0zlcsQ4AAJBeurGKFuMQHQnwm4f2n8/el3QBfs1en2lcoJIYywB26FHsDgBAV5ZKpSKRSLR521bXvbt/JHZ5MV/dyipdWD9yfu944cL3Oq0PkIva2tqoqakpdjcAAABKTluKDVKpVOyyyy6tb9CWKfQ/HxGLMm+SfO8zkRqafl3NO8mo7bsi+36gizCWAUSovAeAgst2Upyv6fGzaUv1fbYq+5F5qMBXfU9ncdU6AABA/uVtHONDf1syqHkn8xhCj2QyehhnoAsxlgEI7wGgE7RlWrqsbRRo+vwdgX2+psZvUz+cWAMAAEBJ27BhQ5Ov2z29fkT66fObhfaJD2RuIl2A3zy0F+DTlQjwobIJ7wGgk+w4yc3lCvV8Bfi5BPb5qL6PEODTOZzwAgAA5GbDhg2tjmO0OcD/UGSstG9LgL8jsG8tqBfgA9AVCO8BoIKk3t0/LxcA5Brgj/zZ9gU6gwAfAACgcAp9K8DVNdsXqCTGMqByCe8BoMx0JHxvHtqnLtiScz86EuA3D+2TL7sqns7hpBcAAKBwsgb4+2Vvo3n1ffPQftfN2dtQfU9XYiwDKpPwHgDKUFsD/EyV9vkI8NsqU6W9AB8AAPj/2/v7OKmqO1/0/1aDNg00iCI2TzZKMBAJklAZjRcDUUAdxjGYGKNEESNef4ADmBiDjkdMwD4xDscQR3PEXCISxcycqNzRCGgAk59wBJSEMEZN1IBGwlETEHGgA/v+QahQ/VDd9FN1d73fr9d+2bX3qlVr93I3tden1iqg7WuqAD/XTHsBPgDtnfAeANqhploevy51zb63PD6tiU+sAwAAtGJrrz24NcLwDw9u0F4Yy4DCI7wHgDaqpnD+SEP75lo+/0hDe7PvaSluegEAAJpPg2bfVwntP7Isd4Bf0+z7qqF9+lTjDLQfxjKgsHTMdwMAgIZritn1yZQPI7WwpFF1DLqvU8Sx/9WoOtJvpGPDgA2NqgMAAADIryRJIpVK1V7gpIh4KHdA/5Fl18Zv//H7tR7vujviIx1ytyN9ajo2bDHOAEDb0qiZ9xUVFZFKpWLmzJmZfbt3747p06dHv379oqSkJIYMGRL33ntvznp+8pOfRDqdjmOOOSa6dOkSw4cPjwcffLDaa33qU5+K0tLS6NWrV3zuc5+Ll19+OavMlVdeGalUKms744wzGnOKAFAQGjMDP5nyYZPM4G+sN0ek480RPllP3XxiHQAAoO36yP/1u/jI//W7RtXR86Pp6PlRYwi0HcYyoHA0OLxfv3593HfffTFs2LCs/bNmzYqnnnoqlixZEi+99FLMmjUrrrvuunj88cdrrevYY4+Nm2++OdauXRu/+tWvYvLkyTF58uRYvnx5psyaNWti2rRpsW7duli5cmX85S9/iXHjxsUHH3yQVdd5550Xb7/9dmZ78sknG3qKAEAtDgX2h4f2yefrWBqvHhqyfH7V0F6AT3246QUAAGg+dS6ff1nts+oPqbp8frXQ/oy6A/yqy+dXDe0F+LQlxjKgMDQovN+9e3dMnDgxFi5cGD169Mg6tnbt2pg0aVKMHj06BgwYENdcc02cdtppsWFD7cvTjB49OiZMmBBDhgyJgQMHxowZM2LYsGHxi1/8IlPmqaeeiiuvvDJOPfXUOO2002LRokWxdevWan+siouLo6ysLLMde+yxDTlFACg49Zk9X9cs+5YM8HPNtBfgUx9uegEAAJpPUwX4OWfa1zPAzzXTXoAPQGvSoPB+2rRpMX78+BgzZky1YyNHjoxly5bFW2+9FUmSxKpVq+KVV16Jc889t151J0kSzzzzTLz88svxmc98ptZyO3fujIioFs6vXr06evXqFaecckpMmTIlduzYUWsde/fujV27dmVtAFDIagrma5pln0/1XR5fgA8AAACtXC0B/uWXdchsdaotwH/w1b9tdcgV4HdLp6Nb2hgDrYOJCND+dTzSJyxdujReeOGFWL9+fY3HFyxYEFOmTIl+/fpFx44do6ioKO6///4YOXJkznp37twZffv2jb1790aHDh3innvuibFjx9ZYNkmSuP7662PkyJExdOjQzP7zzz8/Lr744igvL4/XX389brnlljj77LNj48aNUVxcXK2eioqKuO22247g7AGg/WtsSJ98PonU/0o1qo70G+nYMCB71Z6GhPFvjkhHv421r/4DGzdujBEjRuS7GQAAAO1SkiSRStUxRnDZ9+PymFbr4ct/OT8ePO363HWc8buIaQdqPTzg4VfjjUsH5ayi50fT8c7LfxtDqBrYd0unY1eOFYahpRjLgPbtiML7bdu2xYwZM2LFihXRqVOnGsssWLAg1q1bF8uWLYvy8vJ49tlnY+rUqdG7d+8aZ+ofUlpaGps2bYrdu3fHM888E9dff32cfPLJMXr06Gplp0+fHr/61a+yltWPiLjkkksyPw8dOjTS6XSUl5fHE088ERdddFG1embPnh3XX/+3f/R37doV/fv3r+vXAADUoakC/Mc+30QNghzc9AIAADSfXAH+oaX1r0hNz1lHzgD/lwP/+kPuGfb1DfD3ldZ+XIAPQHM7omXzN27cGDt27IgRI0ZEx44do2PHjrFmzZpYsGBBdOzYMT744IO46aabYv78+XHBBRfEsGHDYvr06XHJJZfEnXfembshRUXxkY98JIYPHx5f/epX4wtf+EJUVFRUK3fdddfFsmXLYtWqVdGvX7+cdfbu3TvKy8vj1Vdr/ke7uLg4unXrlrUBAE0j+Xwd322Xyxc2HtyagOXzqQ/LzgEAADSfQyH94Y8P37c4ubvOOi7/5fzsHb8ceFhwHxHX5A7mIw4G+DXu/7cXM1tdaltC/5PpdGaD5mYcA9qvI5p5f84558TmzZuz9k2ePDkGDx4cN954Y+zfvz8qKyujqCj7MwEdOnSIAwdqX7KmJkmSxN69e7MeX3fddfHoo4/G6tWr46STTqqzjnfffTe2bdsWvXv3PqLXBgDyoIaw/nOpjfFY0vgZ0ZbPBwAAgPyqGuBXtTi5u34z8ONfay9wzaCI++qegR8dd9d6/JT/58V45apP5KyjWzodH8lx/JPpdLxghj7NzEqC0D4d0cz70tLSGDp0aNbWpUuXOO6442Lo0KHRrVu3GDVqVNxwww2xevXqeP311+OHP/xhLF68OCZMmJCp54orrojZs2dnHldUVMTKlSvjtddei9/85jcxf/78WLx4cXz5y1/OlJk2bVosWbIkHnrooSgtLY3t27fH9u3b48MPD34v7+7du+NrX/tarF27Nt54441YvXp1XHDBBdGzZ8+s1wYAWk69Zt/XMcv+cykz8GkZPrUOAACQX7lm4C9O7q7XDP2cM/CvGVSvGfqn/D+1z8D/b8nBrS5m4NMSjGVA+3NE4X19LF26ND71qU/FxIkT42Mf+1j89//+32PevHlx7bXXZsps3bo13n777czjDz74IKZOnRqnnnpqnHnmmfHv//7vsWTJkrj66qszZe69997YuXNnjB49Onr37p3ZHnnkkYg4OLt/8+bNceGFF8Ypp5wSkyZNilNOOSXWrl0bpaU5vqQGAGhWNQb4hwL7ei6NL8CnpbjpBQAAyK+qAX3V0L6uGfwRUT2grxra1zGzPqJ6gF81tL9MgE8rYSwD2pcjWja/JqtXr856XFZWFosWLTqi58ydOzfmzp2b8zl1/YNcUlISy5cvz1kGAMiP5PNJpFIvNKoOS+gDAABAYahrhn2SJJFKpXJXUtcM+6s+EZFjhn3EwQD/S5NrD/ovSyIeqqMZltCnJVhCH9qPJp95DwDQWn3uBwc3yMUn1gEAANq2JEnqN0M/h1uuWhW3XLWqUXW896eDG7QE4xnQPgjvAYAWkSSfbHQdDV0+v2pon95k2Tpyc8MLAADQutUUzlcN7esM8GtYPr9qaD8oNT9nFTUtn181tB8w0DgELcN4BrR9wnsAoMW0dICfa6a9AJ+6uOEFaJ8qKioilUrFzJkzM/t2794d06dPj379+kVJSUkMGTIk7r333pz1/OQnP4l0Oh3HHHNMdOnSJYYPHx4PPvhgtdf61Kc+FaWlpdGrV6/43Oc+Fy+//HJWmSuvvDJSqVTWdsYZZzTZ+QJAe3YorM81074+Af6hwL62mfb1CfAPBfa1zbQX4ANQH8J7AKBFtUSAb3l8AKAm69evj/vuuy+GDRuWtX/WrFnx1FNPxZIlS+Kll16KWbNmxXXXXRePP/54rXUde+yxcfPNN8fatWvjV7/6VUyePDkmT54cy5cvz5RZs2ZNTJs2LdatWxcrV66Mv/zlLzFu3Lj44IMPsuo677zz4u23385sTz75ZNOeOABQo6ZYXn/pt34XS7/1u0bV8bF0Oj6WFu7TNExGgLZNeA8AtEk1BfhHGtqbfU9d3PACtB+7d++OiRMnxsKFC6NHjx5Zx9auXRuTJk2K0aNHx4ABA+Kaa66J0047LTZs2FBrfaNHj44JEybEkCFDYuDAgTFjxowYNmxY/OIXv8iUeeqpp+LKK6+MU089NU477bRYtGhRbN26tdq/L8XFxVFWVpbZjj322KY9eQAocFUD+qqh/TeTWXXWUXX2fdXQvuf36g7wq86+rxraC/BpKsYzoO3qmO8GAACFJ0k+GanUC42u53OpjRH3j2hUHelN6dgwvPaBedi4cWOMGNG4/88AyL9p06bF+PHjY8yYMTF37tysYyNHjoxly5bFVVddFX369InVq1fHK6+8Et/97nfrVXeSJPGzn/0sXn755fj2t79da7mdO3dGRFQL51evXh29evWKY445JkaNGhXz5s2LXr161VrP3r17Y+/evZnHu3btioiIysrKqKysrFebm8Oh185nG2hZ+ryw6O/C0976fN++fZmfazqnW/ZNj3nd/zVnHR/t/D/ijpvHR0RESdH+asf7/+sr8fr/fVrOOvqVnxWdTzz4819KSqodP+Wss+I3a9bkrKO5HDhwIOu/tG31uXbb2nXeVtoJjZFKGrsmTDuya9eu6N69e+zcuTO6deuW7+YAQLvXuAD/r2Hq/Y1vR2PC+xG/PPip+I2n+QBAe9feAnzvfYFCsnTp0pg3b16sX78+OnXqFKNHj47hw4fHXXfdFREHB/OnTJkSixcvjo4dO0ZRUVHcf//9cfnll+esd+fOndG3b9/YLcQSdQAAS1xJREFUu3dvdOjQIe6555646qqraiybJElceOGF8ac//Sl+/vOfZ/Y/8sgj0bVr1ygvL4/XX389brnllvjLX/4SGzdujOLi4hrrmjNnTtx2223V9j/00EPRuXPnev5WAACgbdmzZ09cdtllxjJo18y8BwDypmEz8KsEqFdHowP8hsy+PxTaH/5YgA8Arc+2bdtixowZsWLFiujUqVONZRYsWBDr1q2LZcuWRXl5eTz77LMxderU6N27d4wZM6bWuktLS2PTpk2xe/fueOaZZ+L666+Pk08+OUaPHl2t7PTp0+NXv/pV1rL6ERGXXHJJ5uehQ4dGOp2O8vLyeOKJJ+Kiiy6q8XVnz54d119/febxrl27on///jFu3Li8DmJWVlbGypUrY+zYsXHUUUflrR20HH1eWPR34SnUPq86+/6OuKl6oZt/mbOOqrPvT9pcvcwfx9fdlqwZ+P/xH9UL/MM/1F3JEThw4EBs3749ysrKoqjIty63F8OHD6/1WFu7zg+tOAXtmfAeAGgjcsx6bsEAv2poX/WYAL/9snw+QNu0cePG2LFjR9bf8P3798ezzz4bd999d+zcuTNuuummePTRR2P8+IOj6MOGDYtNmzbFnXfemTO8Lyoqio985CMRcXBQ9KWXXoqKiopq4f11110Xy5Yti2effTb69euXs729e/eO8vLyePXVV2stU1xcXOOs/KOOOqpVDLq2lnbQcvR5YdHfhafQ+nzOnpmRSqVyF/rnUyK+Wft33Jfd++uIswb+bUcN1XV7MmLPZ3O/zNC/+7v4z3/+59oLLFsW8bnP5a6kAYqKioT37Uh9rt+2cp23hTZCYwnvAYC8qnv2fesIS3OF9hQOAT5A23POOefE5s3Z090mT54cgwcPjhtvvDH2798flZWV1QaoO3TocMTf95okSdZ30SdJEtddd108+uijsXr16jjppJPqrOPdd9+Nbdu2Re/evY/otQGAppMkSd0Bfi3O+G/P/fWnB2PdqtxfwZNL5x0H/7thQYOrgIgwlgFtjY9OAQB5lySfrGHviDii4P7qxrcjval6QD/il+kjCu6F/O3fxo0b890EAI5AaWlpDB06NGvr0qVLHHfccTF06NDo1q1bjBo1Km644YZYvXp1vP766/HDH/4wFi9eHBMmTMjUc8UVV8Ts2bMzjysqKmLlypXx2muvxW9+85uYP39+LF68OL785S9nykybNi2WLFkSDz30UJSWlsb27dtj+/bt8eGHH0ZExO7du+NrX/tarF27Nt54441YvXp1XHDBBdGzZ8+s1wYAWl6SJLkL/LeBWQ/P+G/PHRbc/3XfZx/MWUXnVTXs2/G34D4iIv1Pc3O347HHch+HMJYBbYmZ9wBAq3BwBn7DPtWe0UTL5yeNbIbl8wGgbVm6dGnMnj07Jk6cGO+9916Ul5fHvHnz4tprr82U2bp1a9bs/A8++CCmTp0ab775ZpSUlMTgwYNjyZIlWd9hf++990ZEVFtGf9GiRXHllVdGhw4dYvPmzbF48eL485//HL17947Pfvaz8cgjj0RpaWnznjQAUKc6Z+D/t4FxRuQO6M/4bO4Z+J1XRcSpuduR/qe5sWFBjuXzH3usWZbPB6DlCe8BgPalMQF+558e/O+H5ze6GQL89s2ScwBt2+rVq7Mel5WVxaJFi47oOXPnzo25c3PPhKtrxl5JSUksX748ZxkAIL9qCvAP/zf+06klddZRY4C/45a//XzqtxrcvvQ1B9+PbNjxuQbXQWEwlgFtg2XzAYBWo84l6ZpD55/+bfurVMlPczwBDrLkHAAAQGFIkiRrO9za5Mu1PCvbGZ998GBgf2g73Kpban7SYaoun5++Zm4muI+ISPfyNX7UzVgGtH7CewCgVWmSAP/qepSpEthX1RQB/ohfunFu79z0AgAAUFeAvy4uj3VR+9L5EVHvAL9qaJ91XIBPPRjLgNZNeA8AtE81Bfg1zLJvbgJ8AAAAaP9qCvCrhfaX1LE8fi0B/rxe92S2utQW4H88nc5sIMCH1st33gMArU5N3yfXIFdHxEMND+pTJT+N5MPzG92MEb9Mx8bTNjS6Hlon3xkHAABAxMEAv87xjEu+FfFIjln2q26JeZf0rvXwvBPviZu3Ts35Eule6dh7Yu3HP55Ox+YNxikAWiMz7wGAVqmxy+fX9D10DdHY5fNT5x7caN98Yh0AAIBGu+Rbdc/Oj4MBfq3+///vwa0OZuBjLANaJ+E9ANBqNSR8rxraJ5ee1+h2NCTArxrap8vcFLd3bnoBAACo11hG1YC+Smh/c+SeWR9RQ4BfJbQvfliAT902bdqU7yYAVQjvAYB2IddM+6YI8Osr10x7AT4AAAC0f/UO8HPMtK93gJ9jpr0AH6DtEd4DAK1aXTe8TbU8fl3qmn1f3+XxBfjtm9n3AAAA1KUpxjJujqn1CvhzBfjFyw5uALQewnsAoNWr6Yb2SG90m2v5fN9pT1UCfAAAAOozllHXuEZN4Xy10P7SC+psS9UAv2pon/6DiQaFzvL50Hp0zHcDAADqoylm1yeXnheph59qVB2pkp9GfOb8RtWRLkvHhu0bGlUHAAAA0LrVZywjSZJIpVK1Hq/P7Pq49IKIOpbIL374/43oUnvQn/5DOp4ve77u1wKgWZl5DwBQT8ml5zXJDP6Ixi2fP+KX6RjxS5+Kb83MvgcAAKCxmuqrAksv/SBKL/2gcZX88IcHN9otYxnQOgjvAYCC0pDwvWpon/Rt/I1zxJEH+FVDewF+6+amFwAAgPqoGtAf6fL6EVHj8vlVQ/vSf1yas4pRb4+qvrNqaC/Ab9eMZUD+Ce8BgIJT3wA/10z7pgrw6yPXTHsBfuvmphcAAID6OBTY1xbU1zfAPxTY1zbTvq4APyIifvSj3DPtBfjtmrEMyC/hPQBAFfVdHr8pAvxcs+/ruzy+AB8AAADav6ZYQj8niRF/JcCH/PGnGAAoSDWF8w35TvvmCPB9p3374oYXAACAplJXgP9+fKnOOqrNvi+KrLRo1Jj76m6I2fcAzUJ4DwAUrENhfUNC+6aWLks3KrQX9rduAnwAAACaSpMF+FVC+8Olz7u77oYI8Ns1YxmQH8J7AIBGavTs+2d/enBrJAF+6+amFwAAgJZSW4D/l/hKZmuM9NfvjvTX6xHw06YZy4CW1zHfDQAAaA+Svkmk3krV/wk1hPWpkp9G8uH5jWrHiF+mY+NpGxpVBwAAANC6JUkSqVTucYj340tREl1qPV7yD13iw//4oNbj6fPujg1PTc/eVyWwT/dKx4YdxiHas40bN8aIESPy3QwoGMJ7AIAmUq8Av44Z9k0R4NN6ueEFAACgqeQK8A8trd851TVnHfUJ8GNY7nYI8Ns/4xnQciybDwDQhGpcQv/QsvhNsDR+fVg+v3Wz5BwAAABN5VBIf/jjw/ftSXbXWUfJP1SfnX/zP9yZ2eoj3ctYRHtnPANahvAeAKCJJX2TRgX2qZLGh/wCfAAAACgMhwL7qkH+IfUN8L/2xbkREZn/HnLziQJ8gJYivAcAaIUE+O2bT6sDAADQWuxJdtcZ8NcZ4G//60a7ZjwDmp/wHgCgGSSXntfoOhoT4P/X6IMbrZcbXgAAAFpKTeF81dD+lp3X5ayjxgC/SmifPmAiQXtnPAOal/AeAKCZNEWAfyQOBfaHh/an9nDT3Jq54QUAAKClHArr6zPTvjY3n3jn3wL7WmbaC/ABGk54DwDQitVn9n1ds+wF+K2bAB8AAIC2YF58LebF1/LdDFoBYxnQfIT3AADNqLmWz69plj1tl5teAAAAWouqy+dXC+3/ru46zL5v/4xlQPPomO8GAAC0d8ml50Xq4acaVUeq5Kfx4ennN/j5p/ZIx5Y/bWhUGwAAAIDCMDf5aqRSqdoL/F1EPJ+7jvSBdGwoMhYBcCTMvAcAaOWSS89rkhn8jV4+/+PpgxvNwifWAQAAaFNyzcB/Y+HBjXbNWAY0PeE9AEALaEj4XjW073Ry0uh2NCjArxraC/CbjZteAAAAWoskqcc4RNUAv0pon37txaZtFK2OsQxoWsJ7AIAWUt8AP9dM+6YI8Ost10x7AX6zcdMLAABAa1HvAD/HTHsBfvtnLAOajvAeAKCVaKrl8etS5+x7y+PnnZteAAAACkXHdDo6po1DtHXGMqBpCO8BAFpQTeH8kYb2zbZ8/pGG9gJ+AAAAaPfqNfv+i1NyHq5p9n3V0F6ADxDRMd8NAAAoNE0xu77TyUn812upRtVxao90bOnXyIZ8PB2xeUMjK6EmGzdujBEjRuS7GQAAABBJkkQqVcc4xBenRPy45qXzIw4G+JvqCPk7ptPxlw3GGdoqYxnQeGbeAwC0UY2ZgV9y3u+i5LzfNWFraA6WnAMAAKBdmH/2wY12z1gGNI7wHgCgQBwK7A8P7dNDmyDAt3w+AAAAtHsNWj6/Smg//Iy6xyEsnw8UMuE9AEAbVp/Z93XNshfgt24+sQ4AAEBrUe8AP8dMewF++2csAxpOeA8A0MbVFODXNMuetstNLwAAAK1FvQL8OtQW4A/f8beNts1YBjSM8B4AoB3odHLSqMDe7HsAAACgvuoM8NcNrLOO4Wf8LiusrxrYp080zgAUHuE9AAARIcBv7XxiHQAAgDYlV4C/7jcHtzoI8Ns2Yxlw5IT3AADtRPLKyY2uozEBfvqRn0f6kZ83ug3Uzk0vAAAArUW9ls+vGuBXDe17PVFnFbUF+CP+mM5stF7GMuDIdMx3AwAAaDrJKydH6pTXWuz1agrr0//5YWz4WEmLtQEAAADIjyRJIpVK5S60bmBE5Ajpez0RsWN8zirSJ6YjWV/78RF/TMfGEzbkbgdAG2DmPQAAWeoz+76uWfbp//ywKZvEYXxiHQAAgLYiSZL6zdDPNQN/9Y8ObnXINQN/xMvpGPGyGfr5YiwD6k94DwDQzjTX8vmHAvv6Lo0vwG8+bnoBAABoLWoK56uG9kny93VXVDXArxLapz448gC/amgvwM8fYxlQP5bNBwBoh5pi+fz00N9F3PKHxtVhCX0AAABo9+ozuz5J/j5SqSdzF+r1RMSP/1zr4dQHP4qky8ScVYz4Yzqi9ipixMvp2PhRS+wDrZOZ9wAAVJO8cnKTzOBvCulh6UgP88n4qnxiHQAAgPZl/F+3hku99/lIvff5RtXxyXQ6Ppk2DtEcjGVA3YT3AADtVEPC96qhfXL5yEa3o6HL51cN7QX41bnpBQAAoC2pefn8KqH9F3PPrK9p+fyqoX3qQO4Av6bl86uG9gL85mEsA3IT3gMAtGP1DfBzzbRv6QA/10x7AX51bnoBAABoSw4G+OMj50z7egT4hwL72mba1yfAPxTY1xbUC/Cbh7EMqF2jwvuKiopIpVIxc+bMzL7du3fH9OnTo1+/flFSUhJDhgyJe++9N2c9P/nJTyKdTscxxxwTXbp0ieHDh8eDDz5Yrdw999wTJ510UnTq1ClGjBgRP//5z7OOJ0kSc+bMiT59+kRJSUmMHj06tmzZ0phTBABo1+q7PH5LBPiWxwcAAADqcs4X98c5X9zfqDpSBz5fZ7hP8xLgQ80aHN6vX78+7rvvvhg2bFjW/lmzZsVTTz0VS5YsiZdeeilmzZoV1113XTz++OO11nXsscfGzTffHGvXro1f/epXMXny5Jg8eXIsX748U+aRRx6JmTNnxs033xwvvvhinHXWWXH++efH1q1bM2XuuOOOmD9/ftx9992xfv36KCsri7Fjx8b777/f0NMEAGjzagrnG/Kd9s0V4B9paC/gr84NLwAAAG1JkiR1F6oy+75qaH/O5RfWWUXVgL5qaF/0YN0Bvtn3QEtqUHi/e/fumDhxYixcuDB69OiRdWzt2rUxadKkGD16dAwYMCCuueaaOO2002LDhg211jd69OiYMGFCDBkyJAYOHBgzZsyIYcOGxS9+8YtMmfnz58dXvvKVuPrqq2PIkCFx1113Rf/+/TOz+pMkibvuuituvvnmuOiii2Lo0KHxwAMPxJ49e+Khhx5qyGkCALQbh8L6hoT2TS39nx9mAvuGBvEC/OoE+AAAALQl9Q3wc820r2+An2umvQA/f4xlQHUNCu+nTZsW48ePjzFjxlQ7NnLkyFi2bFm89dZbkSRJrFq1Kl555ZU499xz61V3kiTxzDPPxMsvvxyf+cxnIiJi3759sXHjxhg3blxW2XHjxsVzzz0XERGvv/56bN++PatMcXFxjBo1KlOmqr1798auXbuyNgAAatfY2ffJ5SObZAZ/Yw1Kp2NQO7zxdtMLAABAe5EkSf0C/lwuv+ng1ghFzx/caB7GMiDbEYf3S5cujRdeeCEqKipqPL5gwYL42Mc+Fv369Yujjz46zjvvvLjnnnti5Mjcg7Q7d+6Mrl27xtFHHx3jx4+P733vezF27NiIiHjnnXdi//79ccIJJ2Q954QTTojt27dHRGT+m6tMVRUVFdG9e/fM1r9//7p/AQAABe5Iw/dDgf3hz0uOauTNdzRs9n3V0L49BvgAAADQVtQUzlcN7Z9OLs9ZR42z76uG9nUE+DXNvq8a2qcPGENoLgJ8+JsjCu+3bdsWM2bMiCVLlkSnTp1qLLNgwYJYt25dLFu2LDZu3Bj/8i//ElOnTo2nn346Z92lpaWxadOmWL9+fcybNy+uv/76WL16dVaZVCqV9ThJkmr76lPmkNmzZ8fOnTsz27Zt23K2EQCAg+oT4Nc1y74lA/xcM+3bW4DvhhcAAIC25FBYn2umfb0C/EOBfW1BfT0C/EOBfW0z7QX4zcd4BhzU8UgKb9y4MXbs2BEjRozI7Nu/f388++yzcffdd8fOnTvjpptuikcffTTGjx8fERHDhg2LTZs2xZ133lnjMvuHFBUVxUc+8pGIiBg+fHi89NJLUVFREaNHj46ePXtGhw4dqs2g37FjR2amfVlZWUQcnIHfu3fvGstUVVxcHMXFxUfyKwAA4K+Sy0dG6sFfVNvXmrS3YL6+Nm7cmPWeHQAAANq6p5PLY0zqwax9z8QVVUrVEQBfflPEg7dn7fr45RMOezQhNj//5Qa38bSSg+MQv/xwQ4PrKGTGM+AIw/tzzjknNm/enLVv8uTJMXjw4Ljxxhtj//79UVlZGUVF2RP6O3ToEAcOHDiihiVJEnv37o2IiKOPPjpGjBgRK1eujAkT/vZHdOXKlXHhhQeXQznppJOirKwsVq5cGZ/4xCciImLfvn2xZs2a+Pa3v31Erw0AQP00NqxPjkoiVVnzKkn1lR6Wjg2/yr4pPtLQflA6Ha9ucGMNAAAArdnTyeW1rrZ80IioT4D/8Xip1sMf/7slOQP89IF0bCjKHkM4FNof/liADzTEEYX3paWlMXTo0Kx9Xbp0ieOOOy6zf9SoUXHDDTdESUlJlJeXx5o1a2Lx4sUxf/78zHOuuOKK6Nu3b1RUVETEwe+eT6fTMXD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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 35 + }, + { + "cell_type": "markdown", + "id": "ca76a507e01cb230", + "metadata": {}, + "source": [ + "### Tile 11, 1" + ] + }, + { + "cell_type": "code", + "id": "d4c0b4a050176d97", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:09.452671Z", + "start_time": "2025-09-30T18:45:08.961230Z" + } + }, + "source": "plot_tile(tile_x_min_max[1], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 36 + }, + { + "cell_type": "markdown", + "id": "750e843c60c63f03", + "metadata": {}, + "source": [ + "### Tile 11, 2 - Sombrio Beach to China Beach" + ] + }, + { + "cell_type": "code", + "id": "538b85e0abd0273b", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:10.005576Z", + "start_time": "2025-09-30T18:45:09.461717Z" + } + }, + "source": "plot_tile(tile_x_min_max[2], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 37 + }, + { + "cell_type": "markdown", + "id": "407bdc2a8635fd35", + "metadata": {}, + "source": "### Tile 11, 3" + }, + { + "cell_type": "code", + "id": "58c3d14c7ae9961f", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:10.598352Z", + "start_time": "2025-09-30T18:45:10.018007Z" + } + }, + "source": "plot_tile(tile_x_min_max[3], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 38 + }, + { + "cell_type": "markdown", + "id": "ec2f4cce318f2b18", + "metadata": {}, + "source": [ + "### Tile 11, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "6cccf14d39fbec04", + "metadata": {}, + "source": [ + "### Tile 11, 5\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "34b8c2059153dfc9", + "metadata": {}, + "source": [ + "### Tile 11, 6 - North Saanish Inlet (Mill Bay to Genoa Bay" + ] + }, + { + "cell_type": "code", + "id": "c174f42b7803a219", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:11.082493Z", + "start_time": "2025-09-30T18:45:10.608753Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 39 + }, + { + "cell_type": "markdown", + "id": "2dbf6cddda67142b", + "metadata": {}, + "source": [ + "### Tile 11, 7 - Fulford Harbour\n", + "\n", + "* surface Piers Island, Knapp Island & Pym Island" + ] + }, + { + "cell_type": "code", + "id": "60bfa69c908229c0", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:11.923671Z", + "start_time": "2025-09-30T18:45:11.090860Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 40 + }, + { + "cell_type": "markdown", + "id": "41ae63d37fd00a46", + "metadata": {}, + "source": [ + "### Tile 11, 8 - Pender Island, Mayne Island & Saturna Island" + ] + }, + { + "cell_type": "code", + "id": "d734aac9fe8bdbb9", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:12.457476Z", + "start_time": "2025-09-30T18:45:11.979054Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 41 + }, + { + "cell_type": "markdown", + "id": "d75b8b4cd6723dde", + "metadata": {}, + "source": [ + "### Tile 11, 9 - Saturna Island & Tumbo Island\n", + "\n", + "* surface Tumbo Island\n", + "* narrow Boat Passage\n", + "* open west entrance to Winter Cove" + ] + }, + { + "cell_type": "code", + "id": "89b4f6cb74ce590a", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:13.383934Z", + "start_time": "2025-09-30T18:45:12.466915Z" + } + }, + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 42 + }, + { + "cell_type": "markdown", + "id": "cc9bf57b5d891ad8", + "metadata": {}, + "source": [ + "### Tile 11, 10 - South of Point Roberts" + ] + }, + { + "cell_type": "code", + "id": "e02787a6b2fb2f2e", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:13.918489Z", + "start_time": "2025-09-30T18:45:13.439175Z" + } + }, + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 43 + }, + { + "cell_type": "markdown", + "id": "98d50e873f75287c", + "metadata": {}, + "source": [ + "### Tile 11, 11 - Semiahmoo Bay & Drayton Harbor" + ] + }, + { + "cell_type": "code", + "id": "b792e94dc2de934e", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:14.394315Z", + "start_time": "2025-09-30T18:45:13.926773Z" + } + }, + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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8B1b7nz2+6pukatu0lsp/CN1HkGp/b9jvtbpEGhD6rgaSalb73xPQ/jeFF/zXCPu7SjKr9peCB/+l1b7vJWmzRR9myqp+h8zvGGHu8Piqb6yuQDCXL+9tG6xDf6nmHATzCwAANByN6voEAITPc+v2+r+Ev1vL+FtJs/6QZOw837yyv6k7p5LzsL3t2qbXDPy9Gndy51xq48B/Tz58r5W51PnVu2q/z3m7Tgb+knTmza6cyluvhP+m3jrzp3rrzFreeNAlHo/H9wjWBgAAAAANgcfzpu/hpkVqoUVq4UI/52mRzrPe0OzC9W5HKx9WsmycUIIqw35f4B9sG4sb37/YWZsr5HsEs9rkLgFeu1QZ9gcG/l52bspQHPAIqquNjg6qMuj3PgL1stg/2HxNWcrJwF+Sjq+yPo/AZf8Pj68W+EvKtF65Mv+Rn9V8TSOqBf6S9ZUQJzG/AABAw0SlPxBjPH/7sNqzTGedRaraP6ygv7kiscx/rZfvd6ni30yooD+QGxX/dqr9q4f8QdvLXKr4t7vM/3kmFwicebNU8IwLJ2Nf0JD/zG1SwemuHcOs2t/uB26W6QMAAAAQyzwe66KGt3SKrtB+020Cq/0Dg/4ipSpL5oF7sGr/GkH/0sPSCIvqgcCK/8CgP/moVJJq3keoiv/uK05+f8y8C0lBK/6PDKpW4V8oFbS10U8I31TNLbxpcV2FWcX/l1XD09liSCx19p6UxXa9ZF7xny7pv+YrQ+j4KilloPk2ZX+RStaHbs/8ibTXvJgl/5GfSfeZr0BRGfz3sdjGGvMLAADEJkJ/IEb4h/0uciv4f8WN82suN4J/44vQ90uzxYXgP9gy/3bDfrcFC/6tgv5ArgX/ZszC/upcCP7tLPNvWdEfweA/3Cvr+WAOAAAAINbYCfursxv8v6VTQrbbDf6LZH6/ddvB/1Umx7Ib/LdeEbq9yfXSsZfM+5CkhNY6cvH7IZvPtAj+gy3z/03A/MKV/6198P9lwPB8edRG8B9smf/OAc87Krzg/9Tq3x+XtlgE/24wC/6zvYPs7GqIK/ScJNm6ZWGw+QVuBQAAQP1G6A/Uc6Zhf7+90gcOq/0lZ8H/CzudH98lJ0ZXhf0P1e15eOU8LJX+wVkfblT7S5XBf1masz5cCf6DVfvbDfuri1DwX+ul+yMQ/LvRBx+8AQAAANR3ocP+ICsKBggV/L+l6p/pzPswC/6LelZbRfATB1UBN6yq/HrQYgl3s+C/9atV3zQ378Mi+K+4oTLsP2Yxx2An+M85Yt6H3eC/r8m1ELaD/3KLbTrKXvD/g0l7d4vg3061f/L55tX+Us3gPzvgiooFR6VfWQ3KOkn+/7a8YX/153aDf6t25h8AAKg/CP2Besp2Zb9bwX9tBAv6S7Kl5O9d6Ly5alvt7wv7q5Q/ICU4Df4dVvtvPPtZSVJ33eTwRJwH/6m/qPxavMTxqbjj6l3WH7ij5K1XyqT7LnHWicvBPwAAAAA0VJ477Vb12wv+K7cLv4/A4N8v7Pfq2dQ8+A9W7e8N+72afVT74N8X9nsdUDjBvzfs923SKbzgv+c5AWezwbwPM+P+U/n1qwvMtzML/o98U/nV6paGVm6p+jj/tFnoL0U3+G+8LHS7reBfGq65KjNptxv8W7F7u0IuDgAAIPII/YF6Jqxl/N0I/u1U+1tV9Uc5+A8M+6uri+DfG/RXt+XZZ9X9proJ/r1hv1fGSOfBv9Nq/1XNKr8OdHYalZxW+5feXPXNNjfOxpFbdI8k6Wk5XBqiClfbAwAAAKhP7If91ZmE9i2rwv59DvqoUqRUqafZxQOyF/y/YpGC2w3+my012eCA7AT/B264U+8svF0Hbl0bfBObwX+qyTXyzfuYB//Bqv29Yb/X2R/WPvj3hv2+50FuaVhDR9UoPrgl4Nr9Wy6QnraakgsW/P/0+MnvLfJ8Swmt7W1nFvyPisKtCAIEzkEEWyGAeQoAACKP0B+oJ8IK+90WLPiv7fL9rgX/oZmF/dVFK/gPFvZX51bwb1dg2F9dXQT/3qDf77Ue0sBPnZ2HpNoH/76gv5oHTpcechj8h1nt7w37qz8n+AcAAADQUJiG/ZMlzbbqISC0bxkQzrdU+MF/O4ugP1Cw4H9ROBczhJD+StU3VvfmO6BQwf+Pl95a9V0TR6eS2qXqmyzz7ewE/803m/dhN/hvvzd0u93g/5YE801sB//NQ7Sdv0xaP8x8/2DV/oFhvzFW8rxg3k9g8H+NN+yvvN/BO6P6K3dh8Is+vNyq9pfcuV0hAABwhtAfqEOeV1+s9uwMZ525tcz/LZIuqmXQH8iV4L+5Aqv97Yb9rgsS/FsF/YHcCP6tqv3Nwv7qohX8Bwv7/dqjGfwHC/uri3LwHxj2B7YR/AMAAACIVZ7f1SIInyx7wX9Lk2a7wX87k+Z9Mj+GV8+mUl6ID7IVLaRG/w3e5hWs2t8X9lcxjkie2gX/J8P+Svt3Svp/5j0Eq/b3hf1eRQor+G9efXV6i/2tZB1xtr8kvVEV9r/jtKMzq76a3QrAbvB/4hvzbewG/0tbhGx+65qf6op/vB+yXXI3+LcSao4i8IIB5jEAAAgPoT8QZf5Bv8ucBv+DV1V+LTnNjbNxQXOdGH29ox5cqfaXpKbSxlNrF/QHilTwbzfsry5Swb9V0B8oosG/VdAfKArBv1nYH7gdwT8AAACAWFKrsN8ub8hqkaWbGlv19V2L7ayC/xE2jmU3+De+Md/GZvD/46W/tXFSoTXpJHmsFgWwGfxrevj7B6v2Dwz7y9KkRJMLAIJV+78RUNk/XNbBf9Bq/zMDnrdWeMF/o+pXQ3S2OBOFDv7Tqs9dhA79rXxTB9FA9TmKUKsDMI8BAEB4CP2BKLEM+1P/TzrqsNpfCi/4H7zK/3nydufBv8Nq/+KfOgv7q3Ma/G8cUXXJ+ubNrpyPU407SUn96vosKh0okzbbqYYw4Wrw/5nDPiIU/NsN+wEAAAAg1piG/emSDll0MFk1q/0DQ9YWMg/+g1X7jw14PkjhBf+BYf+nPaQeJh9iQwX/B6qtXpjh8DNiR2dhvyTtqvrawWE/5VWFCaYr59sM/ou7m29jJ/hf0dG8D9vBv9XqEXaC/40m7UlfSqU2g/+mD4ZuH71eeuX8kM3Bqv0Dw/7uelFb9Evrc3EJtwIAACAyCP2BCKp1Vb9bwb9dg1eFbquD4D9Y0H+kUEpr6+w0pPCCf1/Y79Wrl+Pg32m1/5Zulfcc7B3sfoS15LTaP8N7sflkx6fiWEavyq/FTkN/t5y5TbcUPOWoCzer/QEAAADATZ5Ztajqtxv8L7XYxk7wf5lFH3aD/3EW29gJ/g/+PHR78R+sg/9g1f4BYX+rAunHwAskqtm/U8oMuF38roBtdh6TOoRR7V8esAph+fVSwku160OStLva9xahv5myqqEa+IO0qrX5tmbaW29izeJ2iD5Wwf+JL+31YyP47/6PD0y7iHbwb4VqfwAAaq9RXZ8A0BB5Xn0x/GX8U//P+Qn022vePniVeeDvlezC0nwl2ZabFP/0etPK/iOFzk+jNjaO2FAz8Pfq1ctx/1uerd1tArZ06+Z7eG081M1kD/syRtZy+xdOPrwGzHZ+Hqt6hLdfRq+Tgb8kZbixQMQDoZfnt+Xeo5UPFzhdIcAwDD4kAwAAAHCFZ9Z238NPcxs7p4d4vXW1hxNTqh5O5VU9nDhxVeXDSrGNi7yNI5VBv/cRRKsC8y7+u78y6Pc+gtl5zPpUVFQZ9HsfwZRbfSYvUmXIX/1RTYZVCb5OhvvVnwe+NtCsAl+V1f6B2ss/8J9uZ1XDwN/bRPkH/gG3LAgqKUiwf+JL/8D/wHXW/YxeX/O1licfW25xtmRkO3VUO3V01EdtsSIAAAC14yj0z8/Pl8fj0eTJk32v7dmzR+PHj1d2drZSU1M1bNgwFRRY/PUpafHixerSpYuSk5PVpUsXvf766zW2efLJJ9WpUyelpKSod+/eev99/6WJDMPQgw8+qOzsbDVp0kQDBw7UZ5/Vl7JPNHSeV5/1PRyLVPA/eJW9sN9tQYJ/b9Bvdxl/N4L/8gfM203D/uqiFPwHBv2Bohn8Bwb9gaId/AeG/X5tdRH8e4P+amH/089alYbYE07wT9gPAAAAwA2eOdt9D1PNbXSWLv+QPzAwHW+jj8DblweG/TZWS9egIK8Fhv2n2ujn04APsYFhf+px6z5CBP/7c3/vezixc8dqfbPNxjyHhY0TbtPGCbc56mPb9ZUPK3aD/2Bhf3V2gv/2qhn2V2c7+A8M+6uzG/yf+LJm2F+d3eDf+28k8N+KrIP/7qpZwBQY9kc7+AcAAPaFHfqvX79e8+bNU48eJ//ANQxDo0aN0vbt27VkyRJ9/PHHysnJUW5uro4cCX3DpQ8++EBjxozR2LFj9cknn2js2LEaPXq01q1b59vm5Zdf1uTJk3Xffffp448/1k9/+lMNHz5cO3fu9G3z2GOPadasWXriiSe0fv16ZWVl6dJLL9WhQ1ZriAHhcy3oj4R+e08G/YNXhdeHG9X+klSSXeugP1Ckgn/bYb/LggX/war6zUQy+A9W1W8mGsG/Wdjvt120gn+Lqn63gn+7CPsBAAAAuMFW0B+ouUnbmd9XPqyMt3GcFjKv7Lcb/OfJvLLfbvBvVtlvM/ivHvIHBv37bXw0Daz237ljtd/zHzZYz3kEq/YPDPs332Yd/AdW+weG/dtusOwiZPCfMfLkw45gwf/Ij04+7vvIXj+hrDql8mHJLPi/wKLdrgPjKx8W7AT/3qA/VMAfzeCfan8AAOzzGGGkA4cPH9Z5552nJ598UtOnT1evXr00e/Zsff311zr77LO1detWde3aVZJUXl6uzMxMzZw5UzeFuI/1mDFjdPDgQb3zzsm/6IYNG6ZTTjlFCxculCT17dtX5513nubOnevb5pxzztGoUaOUn58vwzCUnZ2tyZMn695775UklZSUqE2bNpo5c6ZuueWWGsctKSlRSUmJ7/nBgwfVvn17FRcXq1mzZrUdFsQZ66A/xflBjp4R/r6p3g90qc7PQ5JKTgt/34sqL6MvdmFI0to670OSNtv4wGvdyWbnfUjS7NmOu+idvtX5eUjSNc67WD3ZeR8DA26NaCfoD1Rsdi/B2nhom//zMJbuv+Wm5x2fxtMKvfQjQT+AunLw4EFlZGTw9zMA1GP8tzp+lZWV6e2339Zll12mxER7Nxm3DPrLbHRyoNr3wYL+Xda3AdRzQV6bUO37chvnEep26L2qvtqZo/jOpK3nc5Vfy2xU4x8NfrDhN1deFPD3/1p3cco26202NKqc66ioqND333+v7OxsNWp0suardZ8+ln38YCPY7/XEE5bbfGPRfvrfLLuQnjJvLl5iow9JGSFuR+D1yE/M2+/f5/88WNA/0OIYkqQPq30fLOj/j40+mi/yfx4Q9DfxNNHC1gv08xVddOxEQshuuj/9gd/zLU38LwZod2yw6WnstvwJu4t5D2vh/DcfDQM/e/fx9zNiVeNwdpo4caJGjBih3NxcTZ8+3fe6N0BPSTn5h2xCQoKSkpK0Zs2akKH/Bx98oDvvvNPvtaFDh2p2VRBWWlqqjRs36re/9b931ZAhQ7R27VpJ0o4dO1RUVKQhQ4b42pOTkzVgwACtXbs2aOifn5+vhx56qBbvHLAT9nsdl+PgP/X/ahf8pwYLso/KleA/eXvtg/+L/NfMyzjuPPg/Uugs+Hcl7Pfq1ctZ8O/CbQLcsrnqs14vF0J/N6zqIY10dAOaymp/V4L/B06Xjm9x1MXTz45zHPzfontqBP986AUAAADgBs+fqsJ+q89hibIO/ptLam1S1d/+e+vgf7yk0HllZZtV8N9Z/sF/r4B2O9M2p6pm8O8N+70Sp1kH/6nH/YJ/b9jv9YsW1sH//tODB/8b3rz/5JNR5n38sGFDyOD/h+qrETqY6/i66muSxXbbbjAJ/v+36mtT8z4yRpoH/xne29y3Mu/nvo/Mg//pLaWLKsz7WNXJRvBvVdF/iayD/wPXyY1Coy239JNMpil2N/m3afDfTh2jGvx7PB7mQAAAsFDr0H/RokXatGmT1q9fX6Otc+fOysnJUV5enp5++mmlpaVp1qxZKioqUmFh6HW5i4qK1KZNG7/X2rRpo6KiIknSjz/+qPLyctNtvF+DbfPtt98GPW5eXp6mTDm5Fpi30h8Ips6W8LcT/AcN+6tzKfi366JgN8irVBfBv6tBf6Bwgv/AsP+556Tx4x2dxsZD3cKq9t/8QcDzu6Ref3R0Khow21m1/wDvj8viSns7HAf/A6u+LnN+Lm64RffoVHXQNMPZvRQBAAAAQKoW9rul5V5725kF/20PVn7da1FZZzf4N5uDsBv8t3rOfBubwf9wk1vR2Q3+tz1+f+gN3nhDGjXKtI/A4P+HILcetJrr2HzbbTWq/b8O2KZUYQT//xuwwWGFFfxnBE5b/6iwgv/qGf2JRlJji+DfVGbVV6t/ImbBv/d31cZdI0xdVHW73Oc7mG5G8A8AQGypVei/a9cuTZo0ScuXL/er5vdKTEzU4sWLNWHCBLVo0UIJCQnKzc3V8OHDLfsOvD+PYRg1XnNrG6/k5GQlJydbnhvim7Ow34Vqfyl48G8Z9EeAVbW/SdjvNjvBf0TD/nCYVfZHOfgPDPv92uog+B8Q5Ed14COpeV0F/wMDng/rLi2r22r/U3Xyw/jvPU8Q/AMAAAAIW8iwv0LhVfsHhv0VjaVGJ8z7CQz+vWG/V+bB8IP/U6udz77MIBtUYzZ107oqfXWaM/ayt5lZ8L9th/eD8xvmnbzxhnTllaab/LBhg3UBg43gP9VimX/bwX93kw1sBv8yuRZCku3g/98m8xBWwX/Qav/AX79M1T74D/z9TDkuHbeYb+zVVwqcF/OG/V7zdkr/X+2D/3Ga6Pf8Ud1jfi4uIvgHACC0WoX+Gzdu1N69e9W7d2/fa+Xl5Xrvvff0xBNPqKSkRL1799bmzZtVXFys0tJStW7dWn379lUfk3tGZWVl+Sr1vfbu3eur2m/VqpUSEhJMt8nKypJUWfHftm3boNsAdnkW/s/JJ417h97QFheDf78b49VWBJf5r2XY70a1vxQ8+K+ToN+q2j+Ky/hbBf9mYb/b7AT/wcL+6twK/m0baNJWB8F/9aA/EME/AAAAALs8L64KeMUk6LMb/DezSC7tBv8nTBJdu8F/lsm5tNxb++C/dUCptaeDZAQEpoGCVfv38n/6zmfS8K7m3QQG/yfD/iqjRlUG+2b++U/pvPPMt7Ej2HyHi3MctqeGbAT/Th23uCDAy1bwf8SiE7vB/1qTdjvBf++uUpN3zLexGfxPPfZayPap+kNUg38AABBcre6YPHjwYG3ZskWbN2/2Pfr06aPrr79emzdvVkLCyZttZWRkqHXr1iooKNCGDRs0cuTIkP3269dPK1as8Htt+fLl6t+/vyQpKSlJvXv3rrHNihUrfNt06tRJWVlZftuUlpZq9erVvm0AM56F/+N71D9FVQ+njrrQhyqD/4sGnXyEIcPpUmRVjhRWBv3eR50J9qG3V6/afRh+7jlXTmXjoW41Xtv8Qe0C/813uXIqGjA7yGsbTj6iJcNkCUVJlWH/wMifh1QZ/Fs5VR1MA38AAAAAsJLx8hq/r7Vitox5q68rH06lbKt8OHHah5UPK3ZuO3BclWF/YODv5bHxGS1xWmXQ730E8c5n1t38okVl2F8j8PeyWMLfFrvzFd65jSBzHEeD3RogQGmQ11LkH/h/Z+f6+sMW7dNt9PFjzZeOt/IP/C+0cceLE0Fm1Nc0OvlwrEw1V9MIJsVkcq3R8cqHU+2qHham6g/Oj2VTqFV9AQCId7Wq9E9PT1e3bv5hUlpamlq2bOl7/dVXX1Xr1q3VoUMHbdmyRZMmTdKoUaM0ZMgQ3z7jxo3Tqaeeqvz8fEnSpEmTdPHFF2vmzJkaOXKklixZopUrV2rNmpMfSqZMmaKxY8eqT58+6tevn+bNm6edO3fq1ltvlVT5f/aTJ0/Wo48+qjPPPFNnnnmmHn30UaWmpuoXv/hFeKODBs9WwH9iYx1W+wcG/W6sGuCw4r/4Nw6P756C72Jo+X67XFjmX6oM/hO22lvqPxQ3lvmXqoL/i8LfP6LL/A+sZScuVPtLwSv+wwn5qfYHAAAAUJ3n1ZM3SG9i9hmj5U5pn8VnkMCK/8CgP+mAVNrcoo8g1f6BQX/TT6TDPUP3EazaPzDoT90uHTW5HaEUuuK//fvm+9nVo6rKP9jtBmrh9xtdmOu4/HLp+++tt7O7cqHJNkeffVapN91kephSSRbrNei7LdKpZsv8S9YV/9Nla5n/453NN7lwu/T/LH6dTjSSQl1uMj1duv+QxXkEq/YPDPrPl7Teop/Aiv/AoL9kkJT8rnkfwar9A4L+R8+8WlMLQlf7S9Gt+GeZfwAAaqpV6G9HYWGhpkyZoj179qht27YaN26cpk2b5rfNzp071ajRyU8N/fv316JFi3T//fdr2rRpOv300/Xyyy+rb9++vm3GjBmjffv26eGHH1ZhYaG6deumt99+Wzk5Ob5tfvOb3+jYsWP69a9/rf3796tv375avny50tPT3X6biGFhVfJHNfi3quh36XYBtREs6F/ZUsrd56jbcJf5r3dhv9ucBv/eFQNMbqsSLfuqVgxouc5ZP64G/9857MTF4P/hm1Y57ofgHwAAAED1sN82u8F/pklVv93gP/Ur823sBP9NPzfvw27wb3ouiTItsQ62zH+PgCX9E2QZ/Adb5r/WYX+wZf69KwBUmC3VEMDOEv4WFweECv6P3nbys2qzJ56wf05B7K/6GH5KPwedeIfYIvS30ueHyq8ftg69je3g32qOwm7w71tSoUnNdrvB/8Pm/z0g+AcAoH7zGPw/o8/BgweVkZGh4uJiNWtmdf0pYo3jZfsdh/6SeVhfm+X73Qj9Lar97Vb0Owz+JXvBf4MP+gPVNvQPcWuABBeC/3Cq/fcFuT2A0+Bfchb8r6u6u0Xn/c7Pw3Ho3+zfkqSHRydYbGhfOMF/4JJ4/EkAoLb4+xkA6j/+W92wmYX9TSQtTGqunx9qpmMyWQ47WPCfXa36/UQb85MwC/1TvTclb2nehxQ69G/qnQ+wsWqhWeifuqnqmzTrfqzWVu9+s3UXNir+NxyPzFxHRUWFvv/+e2VnZ/sVXjlmtiqAjfYsG8F/YLX//iAfvy2D/8Bq/yDDfPyXlqdSo9rfG/ZX94RJ8C8FD/4vrFaf9v++tD4P09Dfe45V/TTxNNHClgv1830/1zHj2MntzEL/5Kr7Htx3nuWpmIX+5VW/9DP1W8t+3MRcRqWysjK9/fbbuuyyy5SYmFjXp4Mo4mfvPv5+RqxyvdIfqE88/6/6h9pbnXUWsWr/2oT9Zv3UVpBl/uvR0v1ecRf2e9mp9g8R9FdXvmGD4+Df7jL/wYJ+v/a+7gT/teEN+qv78hQXgv9wq/2rwn6v371S7mrwb4fZve+4Sh4AAACIDZ5X/+5eZy13Ssnfhm5vvMc8+A9W7e8L+732yTL4D6z2bxo4H2DjdoXBqv19Yb/XEVkH/0Eq/ptXC/p3SWpv0YWJDTOqEufJ4fdRr9i4DYAkFd12m2Xw/90W68s79n9gEfxPlzTMvI+UF62D/wu3SyUWC8je9oN58D89XXrH7BidbQT/war9A69v6Sxf8B9UsGp/b9jv9cgmy+A/WLV/ecAVLvdqRtSDfwAA4H9nLqDB8Pw/T0Dg75ITG13o5Lgqg37vw0k/Th2tDPq9j3CstHG1voWMIG+l4LsN8Rv4ewUL9Z977uSjnth3l3Xg75YDH1lvs+7oyUcoX57iwskMs7rZYJVm/z75COJ3rzi84WOV33tCT5x4PB7fw4qdbQAAABqy/Px8eTweTZ482ffanj17NH78eGVnZys1NVXDhg1TQUGBZV+LFy9Wly5dlJycrC5duuj111+vsc2TTz6pTp06KSUlRb1799b77/vfX9wwDD344IPKzs5WkyZNNHDgQH322WeO3ydik+fVv7sb+CfvrnxYabzHvD3pQGXQ730EZWOlwKafVIb9NQJ/L5MPel6p2yuDfu8jqCPW/SixMuj3PgLtstg9yPXdG2b88mTgL0mzZ9s4j3ok2LL/1V+zsWph0W3BV6lzY6ZMkko/qHw4lbK58uHELw9XPqxcaOd2A+erMuj3PoKx6qdkUGXQ730E80iofzMnPXrm1Sqv9r9g7tUMy34AAIC7CP3RoJiG/R2ecucgToL/FjdXPuqD8tsrH25wKfj3Bv1xH/ZXVz3kDzPoL9/gfDw3Bwn1wwn79/V1fCpBg387QX/UmQT9kVI9+K9N0A8AAIBK69ev17x589SjRw/fa4ZhaNSoUdq+fbuWLFmijz/+WDk5OcrNzdWRI6GDww8++EBjxozR2LFj9cknn2js2LEaPXq01q07ufzVyy+/rMmTJ+u+++7Txx9/rJ/+9KcaPny4du48ec/wxx57TLNmzdITTzyh9evXKysrS5deeqkOHbK6WTQaktBhv41lfJN3BnktMOy3sQJZsOC/8Z6TDztL+Jsqk+Wy+pJMg/8T71c+nCodX/mwYiP49wb9fmF/dbEY/AeG/dXZDP6rh/yBQf92G6exPyDYDwz7Sx+w7iPlxSCvbfYP+zNs/DrdFrDsf2DY/5KT4P/Uag8nmlc9Gl3rrJ+xVY96wDAMVisEAKAaj8H/M/pwn47YVauq/p0Ol/mXarfMf6iQ/79/cH4ekmq9zH+woP+w89BekpRr46r9IDbsI+SPBqfL/EuOVi/048Yy/191c96H42X+pZrL/IcZ9Lu1zP/v5M7FPPx5AMAO/n4G0JAcPnxY5513np588klNnz5dvXr10uzZs/X111/r7LPP1tatW9W1a1dJUnl5uTIzMzVz5kzddNNNQfsbM2aMDh48qHfeObmw87Bhw3TKKado4cKFkqS+ffvqvPPO09y5c33bnHPOORo1apTy8/NlGIays7M1efJk3XvvvZKkkpIStWnTRjNnztQtt9xi+b74b3Xs8rz6bLVnVgue1wzLm0hamNRcPy89oMo7e9v5zOHGSmRWcwOBcxB2gv5gqo1JsKC/sZ3V2QKW+Q8W9Gfa6Cbgw/LxgKHe+rCNG8hXW13EqYqKCn3//ffKzs5Wo0Z1VPMVqnDBe1GAjTmKUAXt1VndqCHpIRud2JhfKP6p9TYHmpi3X9/Uuo//Z3U916fmzU0qmmjhfxfq5/t+rmPGscqgP5iKV807ClzmP0jQf+/vLPqQIrLMP/MVwXFf9/jFz959/P2MWNW4rk8AcCKsJfw7POU8+D+x0Tr4t6rob3GPS8H/cdkK/s2q+pvucy/4t4mgP/rKN2wIO/gv/9//rfzm7rtdPKMweYtRXAj9vzzFheB/WHdp7WzH5/K7V8pdC/7d4PF4+CANAADiysSJEzVixAjl5uZq+vTpvtdLSkokSSkpJz93JSQkKCkpSWvWrAkZ+n/wwQe68847/V4bOnSoZldV9ZaWlmrjxo367W/9A5EhQ4Zo7drK5dF37NihoqIiDRkyxNeenJysAQMGaO3atUFD/5KSEt85S5WTllLlhHBZWbjhKqIp443nJUlNVJs5j5r3oG/i+3pEkiEpw+GZVVR9tQqRW0r6r0n7fyVVn0APd3WyY9KJj6u+D/JZ6sTnUuOuFn0clUqrL2EXJLXdK8nknu2SpJ3SDx2qHTrg2onO9y3W5zPHmPfxxBPSr39tcSB7Kioq/L7WiXHjpJdeOvn8+usrv3rP6aOPpAEDTLv4P0kdg7z+zZiTY9nl5ZdN+yibISVNDd727aOVX3OCVPwHOnEidFuzdyu/7rvMvI/nD0g3hbhK4ZWquYkOVnldF0lbQzc3MSp/h5tkWFyB0GicVPF86PZHNklf9zTt4s/Tr9adj7xhus1UPabHZWPZBQvFxcW+7/n/suC848L4xB9+9u5jLBGrCP0Rk8IK+90WLPiv7dL9rgX/Juwu4e9G8L+ypWW1P2F/7PAF/dV887//q44uBP/7+oZR7R9wm8mzl0lfDXN8Ks6Cf6ulHKPod+pgvVEtEfwDAIB4sWjRIm3atEnr16+v0da5c2fl5OQoLy9PTz/9tNLS0jRr1iwVFRWpsLAwZJ9FRUVq06aN32tt2rRRUVHlQtY//vijysvLTbfxfg22zbfffhv0uPn5+XrooZqlrcuXL1dqqlW1OOqDhUmtXO3vr0lO1wUPR/PoHCbpUhf6WGi9zTHrTVZ+ZbHBKBvn8v33Njayz/vfkDozaNDJ74O9t4XWY281It+PGlWrU/I/fuWXz+xsG+RWgz7eIH+1dTeTQrz+//xPybG/Nv6r8066fW69zcKzrDdx4V29/fbbjvuIFytWrKjrU0Ad4WfvnqNH69M9ZAH7CP0RO96uFvQ7vTjdjWp/qTL4z3zKWR+uBP9Bqv3thv3VRSj4J+ivP+xU+wcL+6uLevC/O3STW8F/rQQL+ttPlnbNdtx1ONX+NcP+JZJGOj4XAACAeLFr1y5NmjRJy5cv96vm90pMTNTixYs1YcIEtWjRQgkJCcrNzdXwt2etlwAA6vdJREFU4cMt+/Z4/C9YNwyjxmtubeOVl5enKVOm+J4fPHhQ7du315AhQ1ietB7KWPz/s3fv8VGUd///35sESDgrBzkpIMWigtAGK1pa0oInsF+xtp5QQVtbFb1F72o9YG+qILa3+lNraz20ItCKVivayo2iLSittCQtFc9UoSCKKAqRY0Kyvz82u9mdnZnr2p3JZjf7evZxPTbZufbaK4kNmes9n2tmNn9Sag7PXCvR03za1DOiX7fvrwvrNmuPki/mtVlUsalws9k23qc8OhtRlxOyho/Nr0uu+N9xQ/rxir3mMRzV/o98Lb3LhHfMw6RU/IdU2e/U2NioLVu2qE+fPq23vX8mvCr+VzSl6L/4hXEIU8W/JHlfphVjU/Evi/9UNhkq/iWpa53/cWPFv6QBLrcL6FBfodnLfq2Zx1+od/7P4moVSdp3lv/x9df5HnZW+3dz+R0zSzPs5tIkubIfdurr67Vs2TIdf/zxbPFeZPjZhy++UxZQaAj9kd+WtGBFf8Dg/5VzYmH/Uc+HNaGg9koNV7f2JGKe76HqLzzb2rOAB7fg3xT0O4UV/PvyCfuThRH8W1X7m6r6cxz8+1f2hxf8U+0PAADaupqaGm3dulWVlc07uTU0NOjFF1/UPffco3379qmyslJr1qzRjh07VFdXp169eumYY47RaJ8Lavv06ZNWZbt169ZE1X7Pnj1VWlrq26dPnz6SYtW6ffv2de3j1KFDB3Xo0CHt+Xbt2rEQnCcii7zOpQL+3V2/NPbY7kspT+9R1BH6b5d3JX78v8cDg80lMU4ItxKMbvQ/Xnqg1PCRf5/9r0g753kf3y2poyHN/UhaPMW/y/PDpJPW+fc56vp5erU2N8URJSUlhRH6v/SSlPz7tNrx/bnsMqnp1ihe3jz9dI1YmJ7aJ9eqmy53ee90afATHgfj/7ed7XE8SanPivuA9bHHzwwbcLwflQ7w+JW9uEvs0a/cZ1+7Pep5+h5t8vp6pOZ7J7xluDhn8M3SO7M8D99y3ema+6PmCuNGl99lP9L/p+tktw7LGkQw/HtfvPjZh4fvIwpVAfzVh6K0JOIb+EfDutjzkMyr9F8555eJwF+SXpkQwjwODBbWR6dfrej0kAL/zv7b85tUf+FZAv8C0FBdrYbbbku0bGzI8nXJth3j8uR7sg78w/TmAS5PbkpqNg6eEdp8vPxIh1hu5f9UaO/pVUUGAADQFowfP15r167VmjVrEm306NGaMmWK1qxZo9LS5gsyu3Xrpl69emndunWqrq7Wqad6X2h57LHHpm2z+txzz+m4446TJLVv316VlZVpfZYtW5boM3jwYPXp0yelT11dnVasWJHog8IQmTc60Tw1vGkxkst2s/VLmwN/Sar324c8brvj8y1qDuol6ROLMRpcnnOOk+0aw/akZqG0l/vz9a81N5Pd6Tt9JIxpagG9Wluds8C/4FRXNzc3M2YYh1h77rl6XUppyWyWE9ef7njiB2oO/CVppowGPp3+3ID1zYG/JHXZbB7nU8eGG4u7NAf+kvQz8xA62Pn1SLGwf1DS559fYB5oyKz053oktRCxBgEAQHao9Ef+yLCqP7pDigTd5j8DyUF/2rEJIVT8Z7jNv1vIH/0vKXJ3wHlIGW/zT8iPILYdI/Xwu/LcQljb/L95gDTslYCDhFDx71btbxf0AwAAIFNdunTR8OHDU57r1KmTevTokXj+d7/7nXr16qVDDjlEa9eu1RVXXKHJkyfrhBNOSLzm/PPPV//+/TV37lxJ0hVXXKGvfvWr+slPfqJTTz1VTz31lJ5//nmtXLky8ZqrrrpK5513nkaPHq1jjz1W999/vzZu3KiLL45VQ0YiEc2YMUO33HKLhg4dqqFDh+qWW25Rx44ddc4557T0twYh8A353TS8KZUOM3TaLdW/6N+l/u9SO7errJNtl/9e5Z/IXPHfIMlQZa9tsksFt7s/HekqRS222S3tJe1d7n28w9HSvtX+Y+wuT634dwT9k9+RFg/xH2Lp0PRqf4L+HJg8OfboUu2fbIfMFf/rT5cGD/bpMFPGiv+BT0sNI/z7dNlsrvj/tF5a4fN/w5/Jv+JfigX/m2oMnT6/QHrrPP8+Q2ZJ22e5Hrru58dr7nT/+4nP1S+tq/0BAEDmCP3R+gJs4R9K8G/Y5t8v7E/pl6Pg31TRn8vgn7C/wFVVScuXBxoiJ9v8Wwoa/L/ZMby5hOFHjzVIZ/itMthgm38AAIAwfPDBB7rqqqv04Ycfqm/fvjr//PN14403pvTZuHFjyjbaxx13nBYtWqSZM2fqxhtv1JAhQ/Too4/qmGOag9gzzzxT27Zt00033aQPPvhAw4cP15IlSzRw4MBEn2uuuUZ79uzRpZdeqk8//VTHHHOMnnvuOXXp0kXIX75h/97lUnmV93Gv4H/7Rc0fdzKEcyb7myrfywwJtu8YTQF62aBgc5FFoG8K/iOd7N7KNvj/uvfFELbB/4Aagv7QzZiRvs1/POxv0vD44yr91rd8h/EK/g2b3KfyCv4Nd4nIREld8DHi5QO2Gxh68rugpkmYwT9rEAAAZC4S5V/PhNraWnXr1k07duxQ165dW3s6bVpNTfPlpZUfZnjVu4tQKv4dwb9t2O8UOPiX0oL/bLbuDyX4l9KCf4L+Nihg8C8plOA/aLV/XKbBv1vYP3lVCBMJVO3fdN+oMwaEMBEprOBf4t56AFLx9zMA5D9+V+dO5A9JRQ3bKs0v8Av+Jemz2/2PG4L/CpXpkU6n6uy697Qnfo/t/S7b3BuDf0eZ8X6X0Nwq+HcWFriF+I3+QziDf7ewf88z5qm4Bf8+Ff5OfqF/PoT9jY2Nev/999WvX7+Ui5HajA0bjF1Mwb8kmS4VGWpzHb5hu/+Go81DOKv93cL+P/fxHyNe7V9eX6H/XfKI7pp4tura7Unp8xdTtb+UXu3vFvYbLgBwC/6v09Ckz8ZbTCSGNQh79fX1WrJkiSZOnMj9yIsMP/vw8fczChWV/sip5LA/7xzyS70ytrUn0eTAqxU9O9gQYVb8Vw9t/RNWtKA8qfjfdnp4wb8Nv8r+xWNCCP4z3ubf5Y/yx94LKfin4h8AAABoKSlhfxjKm8L+zwz9di2wq/jf/4Zi2/B7HX/HEPx/Euvj+x4bLIL/bXI970lRIt/gP9JVvl+LJFVMMgf/HY6WSl/yPr5KvsG/W7V/PoT9sGP4Lyhh3Xrv4L9hfeyx1P1wQulqc/DfZbO0q5d/n69t8Q/+fybpfyW19xnjy5UWwf/nF0j/Oti/T3mVb/B/3c+Pl6Zv8BngBWUS/AMAADtt8FJP5KOamhrPwL/moOAnRdEdwV5fXV6t6vJwTs5emRBwLt2rVd09P04Uq4dWE/jD2obbbgs8xrbTg8/j80v9j7/Z0W4r/8WGyg4rB8+w6NROvgtfj70XwkTCFYmEvKgJAAAAFKDIHyLegX8Pi6IHZ2hWfntz4C9JhhBQUiz4d1O3QKpbZDFAE7dQf+evmpvF1t6+6l+LtSD2PB1rQbV/KdZMDBeCT34nFvTHG3Jo0CBjl4bHH09/TqmBv8WNJbRuvWOM9c2BvyQ1fMc8RqnHHSVK9zS3IPrsj7XAdje1IHq9FGtGL1gN1zHSOdh8AAAoIoT+aFF+YX9Kv1YI/uNBf3LYX1fdOsF/POhPDvtr/i+E78l/Zfc6wv4iVFUVyjD5HPzbhv2hcw3+28kY9icLJfh/KoQxmhH8AwAAoFhFVkUUWWXx97Bt8O8M+5PZBv91jpZs368tBlEs+E8O+t3m6vv6DenPOcP++jUWE3EsVzrDfpvt+ysmpT/nDPtNJdqSa/Bfvb060dCKLIP/eNDvVd1vG/w7w/6U97EM/pNDfmfQ33WjeYyvbUn93Bn2324R/H/Z7c4jzrB/6CbzQM7bkzjD/scsxvAI/ivUKdEkgn8AAGwR+qNF2Ib9Ka/JUfBvqurPZfBvqurPdfBP2F/kQgr+88XnlzYH/dmG/aFU+0tNwX+GQb9THgb/AAAAQDFJC/ttAnk/X6mJNRO/9xnR1Ez2/dL/+OhfxpqJTfAfD/q9Kvttg3+/yn7b4D8e9HtV9lsG/wT9ecov+B80yOrCgLD4Bv/Lm5qBbfDvV9k/xzb43y3/yn7b4N+vst8y+E8O+eNBvxPBPwAAZoT+CFU2YX/K61so+Her6vfTksG/W1V/SzMF/4T9SAgh+M+Lav+eTS0EgYP/LU0tb4QX/FPtDwAAgGLgW9lvCv7dqv2dYb9NaO98H2fYP8xiDLfg3xn2j33TPI5b8L/7l81tj8ctB2ztXRZrJr7B/7VNLZj3z4015DFnsO8M+y3W+Gyq/d+16JMW/C9Xath/j3kMr+C/sX1zC+Iv22MtZ/yC/7sHxZolZ/AfiUTSGgAAxSwSjUajrT2JfFFbW6tu3bppx44d6tq1a2tPp2AECfndVH44OpRxwriAoP3ocOYS9CKCypPDmUfk7tTPCfrhavnyUIYZ9IMfBB6jxxMZdPYI+Z/6auBpSJImG+7nmMYt6K//efCJnDEgwIs/1/R4ZPB5JOFPCaB48fczAOQ/fldn7gWlBkcTbM4FPjIcP8JijLUWffoYjidl9hWq0CMHPKKzPz1be5S0l/iXLd5npcVVBI2GCwQqzvM/3m5U6uduQX90l3keKVv5uwT9Xvu6+/RxC/rfD6lAJBcaGxv1/vvvq1+/fiopoeZLkmSxxmfzG/JQiz6lhv/0dZl5jO2f8z/+lsdkG+srtPW5R9T7hLN1dUXz/+9dg36b3znrDjb36XKzuc8ZSeO4BP0V/3WUxWSkPTL/TijWNYr6+notWbJEEydOVLt2We4yiYLEzz58/P2MQlXW2hNAYQo76E8Z+6DqQMF/GGF/WMLaMaDm/6pDCf6j/xXOLQPQxlVVhRb8B7XtdIvg31DRf+qL4QX/Vvyq+ttNDx78P/ZehsG/20rBawoz+I9EIkV7Ug0AAIC2wRn0Z6yX0oL/N8enfj7sgwDjT256NF2AMEwpwX+y+i/FHoPGAZ+dGHuDLv9n6LhngX/wX79GajBcLRHpZA7+9zwjVXhsLy7FtvA3Bf+l0vtn+3fpN3p0QQX/cKiu9g7+Tzkl9vjHPwZ6i/h/Zsa7Rtwjq+Dfz+drvYP/uNv3S2N2+nQYIXPwP3STOfj/7EZz8P/YJmnLVzwP77n7Fevg34Q1CgBAseJST2Qk6Pb91u+TYXBfc1B1ooUp29C+rro6tMA/LmhYX/N/1QT+sJcn2/xLHlv991SoW/jbMG7zn8tt/B97z6LT5+Qe+Md53F8zS2yjBwAAgEL0WiSi1wx/yz5ve8uvXrGgP96c3uxreL3bNv+T1Rz4S5LNXBxF+tsqmwN/SaqvtxjDZZv/z058MxH4S9JnJ1uM47bVf7cFzS2o8S/FmolPCrvmtFhDEXCu1Z1ySnPgL6k26WMvbtv8Nyj1upI6m/+0DVv9d/+3eYjP+9yX4Oky6Qmbcj+/24tsa2qB1Tc1f3vufsXz2Ej9UiPlcosSD6xRAACKEdv7J2HLDne5CPm9mCr+c1XVb7vNf9hBv1Om1f6E/AgshIr/MLb5l6QeK4K9vsW2+c8m6A9jm3/JpeLfsP9fGrb5BxAMfz8DQP7jd7U7Z9C/xeJPWb9t/vcfG3v8t8Vu9MaK/yHmMYwV/5J2d6rQc+8+ohMOPVvtSvekHbfZAfizTuY+xop/yf+2BJ+cZH69s9rfLej/q8U8kpJZt6C/d7l5iEKo9md7f4NZs3wPd7Wo+B9o8TbtTdv8S8aKf9M2/5J0y4HNH5fWV2jMkke0auLZamgX+//9/263mEdyxb9b0P9JNtv8uwT9W75uHCa54t8t6F8lm29s8a1RsMV78eJnHz7+fkah4q8+eMpVVb/vHFxC/Zaq6vdjCvNborLfjU2IH6/oJ/BHW9Hj0VgL6tQXg48hNVX8b1Gwyv5208OZzGPvqbmiP9PAXwq92v8+t5oHAAAAIH94Vfb3sSgKdav4339sc+AvSZ+zCMndKv4//FxzC6r6tQdV/dqDwcaorVZ1bfB1hQ1nxpqvA5eaB4p0aq7q96rsP85iQqX+lf1b95qH6GdZGILC5Vfx39jUAuvc1Az8Kv4/LI81k6u7W8xnhPwr+w/cZB7jsxvVXNXvUdnf50/GYfbc/YpvZf8Y2e0SQrU/AKDYUOmfhKt3WreqvxA4K/5zEfS7cVb8E/CjRbVStb9r0O9XHWIpSMX/5O1NHywPPg9JwSr+r2qqhnnPYlXKKGDF/y/fSfk0+v1Dg40HoGDw9zMA5D9+V6eudZQbAlubiv8qixzJpuL/AJ8LBA6yWa1zVPs7g/7GSETv9+jhWekvpVf7uwX9n+9rDrmd1f5uQf8g0+5tbhX/5yRdEGBz0bVPtX+06fv9L5dbLyTzq/YvhCp/iUp/K4Zqfym14t8t6B9s8TZp1f5uQf808zjJFf9uQf+vOsYe3Sr941wr/jd4fOzFq+K/YlLssazSPIZftf/u2MOYa81bd1Dxn4pq7+LFzz58/P2MQmVzZx+0cQT99lor5Hci5EdOVVUFDv433HabVfBvrOjfolCC/0wkgv5kVQov+M/EVS6LYAPKQwj+X1NWwb8j7AcAAADySdjrHd1r4ufiwSq9d74RG+cAn3E+jFgE/2Ok6l8Fq+ivr5f+tcd/jeGtD6qNwf9nJ0vbDGviG8YZgv8Dl0p+O/33kTn4P05pwX/UcXHFyBf8g/+te9OD/0IJ+5GBWbOMwX/tKaeos89W/+tlDv7rFkjtLzF0midj8N/939Jbw72Pf2d3c/Dv5eru0v+u8ekwSObg/8BNqcF/POyP219jDv77/Ck9+N+d+umqW48zBv9jtMA6+AcAoBgQ+hcpgn4A+SSM7fttnfqiudrfNeh3qlLw4L/ddHO1v1vQ7xRK8G/JIuiP3Pcu1f4AAABoNX5rHnurq32r/ftE0qv9m8P+mDXV1Rpl2DHgc53Sq/3jYX/cpupqHewzjlfwX50ynzW+8/BjCvttvfVBbJyeXbO/GGJ2U244s8HQ0TL4j/7Lv4tN8L//VYL+Ns8r+B80KJTh42fp7QOO01ARdCbSItuOg2QX/O+52Pu4bfD/rk/Fv8IL/iORSNFU+wMAihvb+ydp61t2EPQDCKQFtvnPOuxvgW3+rYJ+p+XB5yEpPfi3CfqdWnqb/yyq+gn+gbavrf/9DABtQTH8rs5mvcO0zf9ei8puU/AvxS4QMPEL/qXYxQH+b7LG9en49v79tm3TF8Z8J/F8tmG/s9o/HvYn6/l58/ckudp/9qT048bgX3IN/qu3NM+n8kO7CxCcwX9bCfrZ3j9D8+b5Hu58zz2+x53V/m5n511N1f5SWrW/W9j/7yH+Q8xrl7q9v1vYv2mNxVw2uDyXfCFTiU/oH+cW/O9O2q5gS2/jEH6h/2uKbWP+mc4yz0Vtf5t/tngvXvzsw1cMfz+jbSL0T9JW/49M2A8gNCEE/5UHm7f5txJC8B85KvgYoQX/l4ewVX5LBP8BtvAn9Afavrb69zMAtCVt9Xd10LUOr9DfJuyP8wv9bcL+OK/Q3xj2p7zhmrSnkkP/kmhUGjXKfrwAbIL/hW73NU9iE/xXr/H//tgG/zUHtY2gPxmhf4YMob9kDv77WryNTfDfYNHHL/hv2F+hdX9+RFdPPFt72+3x7GcV/L9mOG4T/NdN9T+eRfAfD/uT2QT/bT0GIfgtXvzsw9dW/35G28f2/m0UQT+AFlFVlXXwf2C8yj+srfy3KOvg/4V4lf/2EOZRpWDB/2lNjwMCzySkbf5fk35Zbu5mgW3+AQAAELaw1juc2/xnEvbHuW3zn0nYH+fc5j+jsD9u1CjPin+NGCHlSfD78VtNX1ulfyA/u9Q7+DeF/XE1B1X7Bv9tMexHlqZNMwb/Oy+7LC34//yI1D61awPMYUyA1zYZVitV7JceCTrQG/Ew/5f+/Rp/aRf8++mz1Rj8r7r1OHW5drVvny5aZF3xDwBAW0Xo38YQ9gPIJwf+IL2qf/2Z0uCwgv8MvPDV9Oee7y5N2B7C4FXKPPg/zfH5e0OkASFU+wcJ/m8MJ+xPRvAPAACAMLTEekc2Qb9TNiG/m6yCfidnJX9jo/T++8HHzdDHb1WnVfsnwv4mJ9VUa2mGwb9t2J/MLfgn7Icry+C/coV3xX/XEf7Bf+29LtX+jrC/9J9Swxd8p6HPvZNa7T+s1r+/m4NHuVT7v+EI8EsujgX7fkzBf/uHzdX+HsH/+Gv/kvj472rvP4aPtl7hDwBAHKF/G0HYDyBnLKr93cL+ZKEF/xbV/m5hf7LQgn9bzrA/WVjBfybcgv7NkvrndhoAAACAG9Y7CpMz5HdjG/yfVBMspCfkL3Lbt8ceu3cPNEyveJX/CP9+VsH/w/5j2Ab/Zb28j7/3odTTsKPgwaOkTY8YKvVzGPyPn7bO8/CXVGcM/p3V/oT9AIBiQ+hf4Dj5BdAqXIJ/U9Dv1JLBvynodwol+K+Sf7W/X9ifLIzg36ba31TVH2LwT7U/AAAAMsFaB6TgYT+KXDzsT/7cFPy7VPv3cmzpv3GtdEgWwX/XFY5OG/zH8Ar+701+7y3+Y2zaIh3sUSixyX+3fHuNJ8UeTXcQ8Qv+O/6j6YMuvkPYBv9XaYtmRa8wTAgAgLaH0L9AcQIMoNVVVenA0f5VGSZhBv8vnBFsiBYL/m3D/rC5Bf+Zbt9P8A8AAIAcYq2j+LhV+xP2IxBn2O88ZhH89zKsddgG//K+E4A0SFbB/z3nex//WR/p8gyD/7Sw/3O/lP6dRbV/POyP279BKhvkP44z+E+E/TEvPPaZxp+RXfB/leMKiFmRuwj+AQBFh9C/wHACDCAvzJrV2jNoNqi1J+BQJemAgGOEtc3/gHLpgoBjsNU/AAAAWhhrHcWNkB855RP8lwQsbEgw3IYwYZA8g//Nk+2GsA3+tcmng23wv3+Dfx/b4L/M+4oJ2+B/rD7xfx8R/AMAig+hfwHg5BdAXnAJ+j855RQd+Mc/Bho262r/Qamfjv+79MKXAk0leLX/M8uaPjg+2ESkwMF/dFOsqj7yo3eDzyUkkY8iivbinnoAAABgrQNAC+ne3b/aX0oL/p1h/zZJPQxv41rt7wz7Z0uaaRhokFKCf2fYf1qt9GRX/yE8g3//7DyVX/DftanK/5OT3I/bOufq2ONjS327+QX/L/wmtu4ydkql1Vs6g/9bIvem9bk+eonVWAAA5LtINBpl9b1JbW2tunXrph07dqhrV8NfUy2Mk18AecOiqj9o8C9lEPwP8j8cNPiXMgz+E0G/w7khBP9SxsF/POxPFkrwH6Ta/5tDUj4l+Afajnz6+xkA4C7fflez3pE7jY2Nev/999WvXz+VlJhuuI22hJ+9zMG/pJIJE3yPm4J/STrE5tTfFPxL2jzK/7gp+Jeky3dJFfsr9MjyR3R21dnaU7YntcPr5jFSgv+uv0w/bhP8O6v942F/MkPwLykl+I+H/cn+xzL4b+9yOwCnthD819fXa8mSJZo4caLatWvX2tNBDvGzD1++/f0M2KLSP89w8gsgL2S4fX9OKv4H2Y2Ts4p/r7A/buGy8IJ/C25hf+LYTYcGD/4z3ebfEfQno+IfAACg+LDeASCnvCr+16zJ8UQMyoMPsdG24xEyB/+f+6W01ef4gUvNwf/+DdL5P/fvc8ZJVhX/ql/lefzHv6mxDv5Nbonc2yaCfwBAcSP0zwOc+ALICxkG/U4tFvwPCjRk1lyDf1PQ7xRG8G/Y5t8v7E/pl6vg3yfsT0bwDwAA0Pax3gGgVXXvLi1f7nm48bbbVPKDH3get9rmf5lFtb/bNv+OsL//m9LmYd5DuG3z7wz7r+4k3bPDMBev4H9U0sfPGcbwc765gt/KP5ouLBjhHfqb/Pi9GZKkOQN+YdXfGfxHIpG0PmyaDADIZ0W6v1N+qKmp4QQYABzWn6lY0B9vWRj/93Dm8nx3xYL+eMvGwixfl+y99CA9uulQ68A/VJtdnvvmkOaWgchH6SfQAAAAKGzxtQ7WOwAUgsbbbvM9vs1ijI02p/2zFQv6481F/zf9hzitNhb0x5ubKzpazOUIxUL+5JbsBMPrD3QJ9s9f6gj8LdYHznDZMeAfJzUH/pK0dpbvED/+Tfq/NT9+b0Yi8JekG9671DyXJpFIJNG8jgMAkK+o9M8xTnoB5K1Zs1q92j/IbeOdgm7zP+HBpuv5K8KZT2DvDQl8RXko1f5SLPi/PLOAHwAAAG0Xax0A8lZVlW+1v+Re8Z9cKfeppAOCzMGwG76NLSHcBkCSzuoUe1xUb+h4gvwr/g9cKp1ierchkrx3LpQUC/6vNQyzdpY0Ypbn4R//pkYat8B3iBveu9S64t8kEolQ8Q8AyEtU+ucIV7kDKAgBQ38pFvxnon9Si6s7JvA0JGVX8T/hwR7Ngb8k7Tkr+EQCVvtHo9HQTiijNwXcHeDmDbEWEqr9AQAAChdrHQAKQlWVsUvjbbepREo0p08Nr3et9j9JqYH/SuM00qr9t5SnBv5n1pnHcHNWp+bAX5LOamfxIreK/1NeaG56IbvJNIlGD1U0GnCNYsp3Yy2g60dcqutHZLYjAAAA+YbQv4VxAgyg4OQo+HcG/U5hBf+20sL+ZK0Q/MeD/pa4ejyr4N8Z9vcOdnKfjOAfAACgsLDWAaBNsdz50Cr4P0npYX8yy+DfGfYnswn+r+jYHPQnh/3JrIP/lKDfybQ24HK7QkfYH51rsUbh3ObfGfYPWGEcwm2bf2fYHx1hngoAAPmK7f1bCCe/AIqd21b/mW7fX3eM1P5vweZh2ubfM+hvCQuXSece79sl77aI86vq7/2CtHV8KG8T+SiiaK88+9oBAACQgrUOAAXLbZt/R9C/v3Nnle3c6TuM21b/vZI+3vPfUsXt2U1Rkvb2tOt3Zp30aHvv4wMkbch+GjGbbTu+IMlvbcB8u8Lo3EMVuc5wO8K1s6Rb3/M+PmCF9N443yFueO9SRU/2f5voCCmy1r+PJEUe+5GiZ9xk7ggAQI5Q6R8yrnYH0CaEUO0vxYJ/t+37MxFGxb/bNv++lf1uwqj2l1wr/luyqt+Lsdo/5G38bVDxDwAAkJ9Y6wDQJlRVNVf1e6x77O/c2TjMp4oF/fHmtOe/DQO4VPvv7Zka+B/pk23HOSv+D1Es7I/7snkI92r/zUoN/NfbXOyfXvGf6VqHV8V/dO6hiWbkV/E/QKnfoGw9emOsKRb8AwCQL6j0DwknvwDaHMvt7bx0clT5t7bxf5cirwSs6t9zllSxKPhkFi5TdMqE4OMEFL3pUEV+5LiSPtOgP8RqfwAAAOQX1joAtBnbt4cyTFfLfsaK/5XS3sn+Yxz5nvSaIaQ+s0562afi/8uS/uI/hM5qJy3aYOi0frw02LSV/wuKRr9u6OPPFOxHo19VJPKi/yDOin/H9zCy1ryNv2u1f1PQDwBAviL0D4CTXwBtXhbBvzPsf1dSFneQTxF0m//dvQNOIET5EPZLUiSSXFVvOnE3CHOb/18fouiFG0MZCwAAAJljrQNAm+IM+xcvliZP9n2J2zb/zrB/i6Q+hrd2Df4/1/xh+avS3uGGQULgF/zP3Bt7DFreEDTsz+y9LIN/eW/1bx38zzQH/V7b/Keuu+Th7RwBAG0OoX+GOPkFAHd+lf2tEfy7Bf27JmxTp+dbp9o/H8J+5wlnXvnDwYkPCf4BAAByj/UOAG2KX2W/ZfB/oCP4d7IO/p/yPm4K/m2q/Y81VPtL6cF/POyPe7WPNHyL/xhu1f65DPtT39c9+I9Gv5r42LQE4hf8r3FW+RskB/9eay+RSITgHwDQogj9LXDiC6CoGar9c7mNv03wb6rqz2XwXzhB/3i1WrV/UtgPAACA3GPNA0BR8gv+DWG/rYpedv1yGfx/ba/3cdvgPzooP4Lr5IDf/XjUuCbiDP6dYf8/z7xZX7Dc1j+vCy0AAEWB0N8DJ70AkMQl+M807A+j2l9yD/7zaft+qfXD/uxONHMY/FsE/VT7AwAAtAzWOwAUhe7d/av9pfTg3xH2fyLpQMPbuFX7p4X935X0oP84bsF/Y4nhzR2OrZNWuSwHjGjMbBwv+RL2Z8I2+P+nz/FMgn8Tqv0BAC2J0N/FP//5T3Xu3Lm1pwGg2C1fHnusqmrNWTSbNUudRo8ONESYwf/+9dm/vqWq/Qsz7M+hDKv6Cf4BAADCw1oHgKJjG/xP8D6Xtw3+B5uq+i2D/91HuR87/H3pjX6G95D0pTrpfUlHNkoRl7D/4/ZSzzrv17tV+xdi2J/MJvgPpMfNGXUn+AcAtBRCfwDIN/GwP/nz1g7+p01r3fdP0v722OP+gOOEFfyPuehOvRw9N+Bs8kULVfuzhT8AAAAAIN/Mmxd4iE7BZxFjschhCv777JUa9sdCfz9WwX+F2lQwbQr+v6Asqv2dYf/zklr/Lo8AgCJG6A8A+cAZ9Lsdz3Xw7xL07xo+XJ1efTXQsNlW+8fD/riOv5d2fzPQVAIF/2MuujPx8bGRhQT/yXq/IP1qWhiTodofAAAAAJA9t2p/Z9h/7rnSwoWeQ7hV+zvD/q0fSb2zqfZ3hP0d/yHt/qL3EG7Bf5+9hvd14Rb8D69I/bzYKtKtgv/nDYMQ/AMAWhGhPwC0JlPYn2sWFf25DP6dQb9TGMF/JpKDfqd8CP7D27IuSPA/IIT3T0XwDwAAAADIWvfu0p13+vexCP5Ne9hZB/+/9O9iE/x/arjnwKG7pPXd/ft83F6qKvXv05aCf5s1E7fgv6G6OvFxtaTR27O/9WVb+V4CAPITob+LL3zhC1q3bl1rTwNAW5ZN2N9S1f55tHV/nCnsD5NNtb9f2J+sbQX/mXAJ+r/zvPQrLm8HAADIF6x1AEB22jc9fijpoNaciKTS+nDGqXriV00ffcfYtxiD/+qkoN+punu1f/DvUu3fVr5/AID8VtLaE8hXlZWVrT0FAG3N8uXNLcgYYZg2rbllYdfw4YGn8K7Lc+1vzzzw7/j7wFPRrgnb0p4bc9GdiZaJYyPelQG5Es7J5HiLPgPkW9n/HdO+d/Yivz4ktLEAAACKFWsdAIrWjBnmPuemXsTfXs2Bf9yHhiG2fmQxl4vNXTr+I/Xz0vrUwL+naSKSPrcz/bmqJ36VFPhLeuxX6Z1c5L64oJV8651YM6ju7n1RgKRY8P/YzxWNRgn8AQA5Q+gPAC0tQLgetrLRo1U2OvttyJKFFfzHg/4g1f1hBf/ZBv1tl1vwP0DGsD8ZwT8AAEBeIfgHULQsg3+3sD9ZLoN/Z9ifzDb4jwf9KWF/Msvgv61wDeEdYf/oWw8wjuMa/H/y8+YmKfK7X2Q9TwAAMkXo74MTYQBZc6uknzcvnLGzqPZ3hv1lr74aylSCBP+fb2r5oNPod9RptPlKblttp9pfigX/GQb9TiEG/wAAAAiO9Q4ARcsj+C9ZuDDRbLjl7Z2S2i6b4N9PmaxuzOsX/A/oFGtBtbVq9cSuBfGg36Oy3zr4dwT9ae9H8A8AyBFCfwNOhAFkxFTVn+Pg36+yP6zgPxOfV3rYH/3vcMbOptrfGfav6nFcOJNR2wj+b9QdulF3hDSbcBTNloIAAAAAgJYxY0ZKyO8M+vdbDvOhUoN+J2Pw71bt7wj7O7xhnodb8D+sY9In3/yOeRCXav+2GPaHuabQ+fDR6ny43W6aBP8AgFwg9LdA8A/Al1tVv5+wgn8fttv4hxH821T7m6r6cx38+1X2E/ynh/036pngEwla7f+dTbEmgn8AAIAwsNYBoCjNmGG1zb8p+D+wqZlYBf9l8q3stw3+B3RyhP3JLIP/eNBfFGH/40OMr3Wr9neG/W9Omm43D4J/AEALs9gkCACQxjbg9zJvXvAxli+XqqpSnrIJ+lvCruHD1clxAUGmW/dH/1uK3B7enNzYbuG/qsdxGrPtr6G857GRhXo5em4oY7U0v6r+G/WMbtakYG/wneelX03IoP8mz0ORSKRNLUIAAAC0hsrKStXU1LT2NACg5TmC/saxY1WycqXvS/YrffHcGfRvl9Td8Na7PpI69XI8Oc3wogxUH2rZ8ZvfkX6fXtEvSdFvXxjehPLAsZGv2XV8fIjn9v5xo289QG8+7H+BwJuTpmvYM+7b+ydjLQMA0JII/S1xIgxAUvCgPmzLl6vsBz8INETZq69qv0W1vsmu4cP1xYA7B4QR/Hf8vbT7m6nP2Yb9bVU0GvWtjrfdwj9nwb9P2J+Mk2UAAAAAgC+fqn7b4L+34S22yzL4v9rj4EpJY/1f3+ENad/hqc85w/6Vko43zMMZ/Bdt2J/ML/g/sS7YhOLOaN4NgLUMAEBLIfTPAME/UMRaIuwPWO1/cFPY/0EIUwka/B8awm0CwtTx91LklmBBf5jV/vnALfi3DftTX9NCwb9l0O/EyTIAAEAwrHUAaJO2bw88REXwWUiSOg226GQZ/P/FcDr+rKRPTO/1ze9oTFmVXo7+2WJihcEv7B+jKq3Scv8BnMG/I+wf9ts39OY5jqsuHFyr/c+w2/ofAIAwlAR58dy5cxWJRDQj6YrJnTt36rLLLtOAAQNUUVGhww8/XPfee6/vOPX19brppps0ZMgQlZeXa+TIkVq6dGlKn0GDBiXuv5Pcpk9v/odz2rRpacfHjBkT5EtMwz3vgCIzbVrLVvfPm5dR94N/8INEi+sb0lTKsgjuD3311ZTAf3sI84j+d7DXR/r9tyL9Ag7SZFWP4wK9/uXouXmxtX/y/etu1B2J1qq+83ws6I83AAAAtBrWOgC0Gdu3pwb+s2b5dm8cm560Vyg18P/M5m1dnus02BH4P24YxGPTgbrDmltQY8qqNKasSlKWVfF5wpkBmIxRlXnQx4fEwn6P6v5hv33DOMSbk6bHgv5482AzZwAAMpV1pf/q1at1//3366ijjkp5/sorr9Sf//xnLVy4UIMGDdJzzz2nSy+9VP369dOpp57qOtbMmTO1cOFCPfDAAxo2bJieffZZnXbaafrrX/+qL3zhC4n3a2hoSLzm1Vdf1fHHH69vf/vbKWOddNJJeuihhxKft2/fPtsvEUAxy+U2/hYV/wcbtvDvq3Aq/m35VfZvl3lbO5NMt/l3Dfnv+YV02aUBZ5JdxX++BP0tJWi1/w/1pCTpJyHNh2p/AAAAAMiRDRtij4MGZT9GvIDszjuDzSXOVNU/a5Zv+N84dqw6Gbb5/0xSF9M0JPU3VfU/LulbPsdXSnU+O+4fvU5aPdTwHi7iQX8hC7rO4VnxPyZ5p8jst/Mf9kpm/VnLAACELatK/507d2rKlCl64IEHdMABB6Qce/nllzV16lRVVVVp0KBB+t73vqeRI0equrrac7wFCxbo+uuv18SJE3XooYfqkksu0Yknnqjbb29OfHr16qU+ffok2h//+EcNGTJE48aNSxmrQ4cOKf0OPPBAz/fdt2+famtrU5oNroAH2rCWruz34lLx71bV7yeMin9Ttb+zst/L9hDmYlPxb6zqv+cXIczEXj5U9puucr9ZV4XyPjfqmYz6/1BPJlrzc7eGMheJq+QBAACCYq0DgK8NG5oD//jnmZoxoznwj3+erXnzmlsAZStXqswQ+Nvo09QCGSvjFv9SLPg3eVbNVf1+gX8hVPvbVPMbt+9vMkZVsZA/uSX7lX8BoVu1/7BXHIH/y1ZTAQAgdFmF/tOnT9ekSZM0YcKEtGNjx47V008/rc2bNysajerPf/6z3n77bZ144ome4+3bt0/l5eUpz1VUVGilxx9cdXV1WrhwoS688MK0f/CXL1+u3r1767DDDtNFF12krVu3er7v3Llz1a1bt0Q7+OCD/b7sFJwMA21IPOhvjbA/2bx5GQf9Ti0V/NuG/WFzC/7jQb/1Fv4hBP+mbf5bO+zPZEs7KbfBvzPoTz9O8A8AAJAvWOsAkCIe9HsF/LbBvzPsdx6zkRzyO4P+xYvNr3dU+jvD/n0WU3Db5t8Z9jestxjIuc2/I+xv/7Z5CK/g/8Qf/Cvl0Ua+Bv+ZrHNI5uB/g76vDfq+eSCL4D8e9HtW9xP8AwBaQSSa4R4yixYt0pw5c7R69WqVl5erqqpKo0aN0p1N2zHV1dXpoosu0vz581VWVqaSkhI9+OCDOu+88zzHPOecc/Svf/1Lixcv1pAhQ/TCCy/o1FNPVUNDg/btS/+T67HHHtM555yjjRs3ql+/fonnH330UXXu3FkDBw7U+vXrdeONN2r//v2qqalRhw4d0sbZt29fyvi1tbU6+OCDtWPHDnXt2tXq+1FTU2PVD0Aea+2wX1Jl31igvnVZ8LHC2ub/kBDG6B7CGJJU8ohlwO8nhK3+ndv850NVfxA36o5Q5uHc6t8v5PfyE10bylwksT0ekEO1tbXq1q1bRn8/AwByK5vf1ax1tA2NjY16//331a9fP5WUZFX3gwIV2s/eJtT32+Z/9OjY41iL8nWvrf7jFwWMGmUeY/JkY5cylyK2ZOkryOlsdtcvNW3zL0l3+h+uO8w8RIc7UyvVK8oa9Mjxr+vsZUdoz/5SjbnvOxYTkV6O/tmqXy6EsY1/Mregf8uYL5kH+o5jq/+L3k/9/OXx/q8/1vtQS6xb1NfXa8mSJZo4caLatWsX+vjIX/zsw8daBwpVWSadN23apCuuuELPPfdcWmV+3N13361Vq1bp6aef1sCBA/Xiiy/q0ksvVd++fV13BpCku+66SxdddJGGDRumSCSiIUOG6IILLtBDDz3k2v9Xv/qVTj755JTAX5LOPPPMxMfDhw/X6NGjNXDgQD3zzDP65je/mTZOhw4dXC8GyERlZSUnw0Chmzev1YL/eNgf1/v44MF/XwUL/uPnlHuDTUNSbJv/7gFe3/Ba0wcZ3hetpazqcZyiHx/a2tMIzc26KpTg/0Y9o7oA972TYhX/YQb/AAAAyB5rHQAkxQJ9U/C/YUN68B8P++NWrjQH/zNmpAb/zh0A1qwxB/+LF7sH/4agP9k+eQf/vaxHMZht1639297Bfwe3bQdcrPr+r6yD/7ZilZarjx7x7dNn1d/Nwf+v2kurNngfP/YF/+D/ZaUF/xQpAABaUkahf01NjbZu3Zqy3VtDQ4NefPFF3XPPPdqxY4euv/56Pfnkk5o0KVb1d9RRR2nNmjW67bbbPEP/Xr16afHixdq7d6+2bdumfv366dprr9XgwemXRP7nP//R888/r9///vfG+fbt21cDBw7UunUWNzoCUNxyHPw7w/5krRH8u51Dlqv1gv9E2N+k/qjb1e6VgNX+9/wiULV/Wwr7wxS/VUCY2/QDAAAAAPKEbfD/rW/597EN/v3YBv/33ON5eL/MC+LO4N8Z9m+XeZ2jYb1Ltb8z7N8pqbP/OM7gPy3s/84Q6VeO+9I7eAX/+VTdH5ZvaZokyf2mwfZuXvWCJOlGDfHvaBH833zs/ZoZvSjgjAAAMMso9B8/frzWrl2b8twFF1ygYcOG6Yc//KEaGhpUX1+ftm1UaWmpGhsbjeOXl5erf//+qq+v1xNPPKEzzjgjrc9DDz2k3r17Jy4q8LNt2zZt2rRJffuGcZdrb1wBD8CWX9gfNpvg37RTXFjBvy1n2J+sNYL/fA/6o9Fo4G3vsq32j4f9cT/RtYGD/6DV/lwxDwAAEB7WOoA2bvv25o+7d/fv6xP8d2gK+9Nv0JqZ9itjMW2d6cIAn+C/rCns3294L9vgf4DP8e2yDP5/Y+hkGfxH/Ja3LYN/3TekIM6bs1nriIf9cWP1rFbqRN/XuFX7x8P+xOd6J6vg/+Zj70/5fHbkAYJ/AECLyyj079Kli4YPH57yXKdOndSjR4/E8+PGjdPVV1+tiooKDRw4UCtWrND8+fN1xx3NgcL555+v/v37a+7cuZKkv/3tb9q8ebNGjRqlzZs3a9asWWpsbNQ111yT8l6NjY166KGHNHXqVJWVpU59586dmjVrlk4//XT17dtXGzZs0PXXX6+ePXvqtNNOy+TLzAonw0Ab0ILV/pmG/WFU+0vuwb/FLeFCt13+J8N+YX/oLIL/fA/7k+U6+HeG/claI/gvhAULAACAQsVaB9CGJIf8bscyDP47OCr7O8gi+Hep9o+H/cmfZxr8lzkq+8uUffDfyfC6ZNvlvdZRGtJy9FvxjXNN6yZ+wf99zaF1JBIpiPNo27UOZ9ifzDb4ny7/eyXYBv83y//CC4J/AEBLyyj0t7Fo0SJdd911mjJlij755BMNHDhQc+bM0cUXX5zos3HjxpTdAPbu3auZM2fq3XffVefOnTVx4kQtWLBA3R1/bD7//PPauHGjLrzwwrT3LS0t1dq1azV//nxt375dffv21de+9jU9+uij6tKlS9hfpitOhoE2IMTgP2hVf5jBf5Dfgi25zX+mYX8o1f6Sa/BfSEF/SzAF/35hf9hsgv9CWKQAAABoC1jrAApcPKg3hfqWwX+H0aM9D9sG/+0NXWyD/7KV3pu42wb/3XyOfyrpAMMY25W61pEW9j8uyXDnA7dq/0TY3+TNI6VhNsH/w283f36fIaguAn7B/wXa1PRR94DvYvovrRnBPwCgJUWirJon1NbWqlu3btqxY4e6du2a9TicDANtQIDg/4uvxsL+yPHBpxE09O/9aOxxz5nB5xLWNv9dQqjqDyX4lzTi7C/oleiUUMZqbUGr/eOcwX82YX/Qav84Z/DPnyxA/gnr72cAQMthraN4NTY26v3331e/fv3SbsWJti3xs9+/Xyk/eVOo79GnU1LQb4o3/UL/fk2PH5tn4Rv692oK+z81jOE314ObHmst5mIK/iWph6my3xT8S3prsrmPKfivaKzQI1se0dlnn609e/Z49iuU8+ug1f5xycF/c9jfrKNF8J9e7Z/+X9jN+o9xHEktEvzX19dryZIlmjhxotq1axf6+Mhf/OzDx1oHClXolf7gKnigGMWD/mTRZcGD/2yr/eNhf1zFo8GD/6AV/wfcF3u0v/7ZW9CK/xFnfyHx8VGR37SJ4D+Mbf6lcCr6w9jmX4pdPHBr9IeBxwEAAEBwrHUABSJe2V/msuxrU82/fbs6TZjgedhUQe9W7d/P8XlPmYN/t2r/Xo7K/gPkH/y7zfVgx+ddZQ7+vSr+e/QyvDCZR8X/vqMzGMPgpi/9TCUVEekRc9983uY/07WNxzXPGPyP1bMaqiM8j+/WdmPwH9vmf6Bvnxs10Cr4z+fvPwCgcHGZLwC4mTfP2OWLr76aaF6iIWzP39vywoHejzY3NxUez7ekA+5rbnFl3rvvtagRZ38h0ZyOivymFWYUvrZ0wnhr9IcE/gAAoFXMnTtXkUhEM2bMSDy3c+dOXXbZZRowYIAqKip0+OGH69577/Udp76+XjfddJOGDBmi8vJyjRw5UkuXLk3pM2jQIEUikbQ2ffr0RJ9p06alHR8zZkyoXzMASFL5hAkq9wn840xVZB0UC/rjzU1Pi/m0X7lSvZKaG1MVfpliQX+8ubGp4fxUsZA/uaWwWet4PBbyJ7dkgzabh3jzyPTnbvrSz3TTl35mMYH8lfxvXNjW6TWtU7BtJ1dpmVYp+CLfjfqebtT3JIW3YyMAAHFU+rcQroAH2oB589K2+fcL+FuLV8jfEmyq/ZMDfi9lK6X9htvzmdhU+7sF/MiNbKv9CfoBAEBrWr16te6//34dddRRKc9feeWV+vOf/6yFCxdq0KBBeu6553TppZeqX79+OvXUU13HmjlzphYuXKgHHnhAw4YN07PPPqvTTjtNf/3rX/WFL3wh8X4NDQ2J17z66qs6/vjj9e1vfztlrJNOOkkPPfRQ4vP27U13xG4ZrHUABWDQoOZqfzcu1f7OoL9BUqnhbdyq6J2bn283jOFnQNPjZwHGsLmwwEZ/244rJXmtdVxsN8SgzdIGwxu+eaT0WCf/kP8G/a9m6jK7N20D3Kr9nUH/Ev1OE5X672syt2p/Z9A/SQ/qGX3Xdy5u1f7xoB8AgJZE6N+COBkG2oB58/TFpHvXZaOltvnPJuxvqW3+bYL+luAW/Gcb9LPNf/hsg3+CfgAAkA927typKVOm6IEHHtDs2bNTjr388suaOnWqqqqqJEnf+973dN9996m6utoz9F+wYIFuuOEGTZw4UZJ0ySWX6Nlnn9Xtt9+uhQsXSpJ69UotFb311ls1ZMgQjRs3LuX5Dh06qE+fPmF8mYGx1gEUgEMOkd5/3/v49u0q/5b/TeZtg3+/zc67yz/4d9vmf4Dj8y4yB//Obf6dYX+9JNNdrt22+Xdm73s+kipMW/o7g39H2N9hvbRvsP8QXsH/sAfeSXx8k5YYJuKtLe0SmOxxzdNI+d8vwSb4f0WrfcewDf6lE337SGzzDwAIF6E/AHg4OGDYnyys4N9wTmElrOC/ImDQH0a1vxQL/r945MLgA4ngP9cI+wEAQD6ZPn26Jk2apAkTJqSF/mPHjtXTTz+tCy+8UP369dPy5cv19ttv66677vIcb9++fSovL095rqKiQis9tqiuq6vTwoULddVVV6X9Lbd8+XL17t1b3bt317hx4zRnzhz17t3b83337Wu+o3ZtbSzGqq+vV319vfc3IAONjY2hjIOWFf858fMqPomfvcux0vPOix2rqAj0Hoc1vXzvHv9+nSXt8Dl+gGK3A4hz7h4gSRWSdhrm01XNFyk0uBxvkHkhvKNiFxn4zeWznVK5aQuBakkPNH3skueWvCvV+d8aXgM2Sr2e+1fKcxWR5q9s7l0n6oZrn0sfuyKSeJytezRHVyeO7dgR+0mE9W9BmOrq6tStW7fA43SQeSecUo87Ht+uGyVJJ2qycYwKtx9sk7OaLshYJLv/j3Xs2DHxswki/nPNx58vWhY/+/DxvUShikS5lCyhtrZW3bp1044dO9S1q83dnOxwBTxQWNzCftOF3LayDv5nNT2+F9JElH3wX3F70wedw5lHkOC/Xc1LkqQR5//H0DMzbSH4l/Ln/nDOan/CfqDtaKm/nwEg1xYtWqQ5c+Zo9erVKi8vV1VVlUaNGqU777xTUiyMuOiiizR//nyVlZWppKREDz74oM5rCs/cnHPOOfrXv/6lxYsXa8iQIXrhhRd06qmnqqGhISWUj3vsscd0zjnnaOPGjerXr/ku2I8++qg6d+6sgQMHav369brxxhu1f/9+1dTUqEOHDmnjzJo1Sz/+8Y/Tnv/tb3+rjh07ZvHdAQAAAIrH7t27dc4557DWgYJD6J+kJRctCf6B/Geq7A8j+M8o9J/l8XxIwX8moX8i6HdqpeA/HvYnCzP4J/RvGfzJAbQ9hP4A2oJNmzZp9OjReu655zRy5EhJSgv9b7vtNj3wwAO67bbbNHDgQL344ou67rrr9OSTT2qC417YcR999JEuuugi/eEPf1AkEtGQIUM0YcIEPfTQQ9q9e3da/xNPPFHt27fXH/7wB9/5fvDBBxo4cKAWLVqkb37zm2nH3Sr9Dz74YH388ceh/65es2ZNqOMhXI2NjdqyZYv69OmjkhL3yla0Tck/+3Zf+5pvX9O295I0zKJg2VTxL0nlhnG2W4zRxXB8q3mIlIp/03he0qr93e5s18M8TnLFf6+PXDr8818uT6ZKrvgvqYjoiF/314UXXqg9e1K/oWFUk+dCGBX/I/RFY5+1+ofvcZuK/wMsVgsXJbZ98BZWpf+yZct0/PHHq107m/9no63gZx++2tpa9ezZk7UOFBy2988R7nkH5C/bbfw/UvDg32qb/1mG4wMUSvBvs82/Z9gft1OhBf823ML+uLXzB4YW/LPNf8vgXnUAACAf1dTUaOvWraqsrEw819DQoBdffFH33HOPduzYoeuvv15PPvmkJk2aJEk66qijtGbNGt12222eoX+vXr20ePFi7d27V9u2bVO/fv107bXXavDg9Js5/+c//9Hzzz+v3//+98b59u3bVwMHDtS6detcj3fo0MF1B4B27dqFvhBMkFwYSkpK+FkVqZLp01Wyxz9Jb5B38N+n6dHmN8d+n7epuKTpg3n+Y/SS9KnHOAc0XTDQYLgwoL+kLf5dFJV0oKGPyf5NUsVvDJ22STLcCqDdRinSqekTt/+bVh4mVb/jO8bMuSdLM4ZIkipUoUf0iPbs2ZMW+rdv374gzsl3794deC3j7/qLRurotOf/pdXWYyzWI5qkb7see0a/S3x8nqb7jrNH3v/RtsTPoyX+vUdh4GcfHr6PKFSE/gCKlm3Yn6zFgv9ZGQ7SgsG/Meh3CiH4L1vpX+3vF/YnI/hPR/APAADgb/z48Vq7dm3KcxdccIGGDRumH/7wh2poaFB9fX1aaFpaWmp1r/Ty8nL1799f9fX1euKJJ3TGGWek9XnooYfUu3fvxEUFfrZt26ZNmzapb9++xr4tjQIHIA9NmyZ16CDdGLs/ecPw4Sp99VXfl9QrNdjv4zi+bY/Uw1ClX1EhOa8vSIT9ibnJGPwfUJEa/B/geN/SCnPw30fuwX/QoD+u4rRwxvnb1+MfGDqOHuIZ/H9rxs2SpMct37NQzsnDWMvIJOD38ox+lxL8J4f9cQv0c9/g/zxN1wL9POW5QvgZAAAKD6F/DnEyDLS+bIL+lhBdJkX+EnCQEIP/wOO0UPBvG/bDH8E/AACAty5dumj48OEpz3Xq1Ek9evRIPD9u3DhdffXVqqio0MCBA7VixQrNnz9fd9xxR+I1559/vvr376+5c+dKkv72t79p8+bNGjVqlDZv3qxZs2apsbFR11xzTcp7NTY26qGHHtLUqVNVVpa6TLNz507NmjVLp59+uvr27asNGzbo+uuvV8+ePXXaaSGlTgGx1gHkgWnTfA/bBv8H+xy3Df7lPxXr4N+PbfBfZ5hKptLC/sclfcvwoo+VVu2fCPubrDpGGpNh8B8P+xOfa5oeN31jkRW3oN/JJvifH70nzGkBAJCG0D/HOBkGWkdJiGF/0Gr/wGF/iPY3rW2WhXDxQBjKVkqRimBBf5jV/mg5BP8AAKCQLFq0SNddd52mTJmiTz75RAMHDtScOXN08cUXJ/ps3LgxZTeAvXv3aubMmXr33XfVuXNnTZw4UQsWLFD37t1Txn7++ee1ceNGXXjhhWnvW1paqrVr12r+/Pnavn27+vbtq6997Wt69NFH1aVLtneiDh9rHUArmDcvtKH6WfbzDf5/2fS4KuBkFjY9nuvfzS/4L40v2nwUcC5NfCv7LYP/v6Vv8pLCNvj/1thpnoe/pWl6Ro8aBikc+VbAYOIW/BP0AwByidC/FXAyDOSGW9C/WbH7uwWVafDfYkF/ltX++4c7Pj9JKlsacC4Bq/0jXZs+qA84DwUP/tvCtv5OhXayDAAA0JqWL1+e8nmfPn300EMPZfSacePG6fXXXze+1wknnOB5MWRFRYWeffZZ4xj5gLUOIAe8gv6qKsnxO8jJrdrfGfY3SCo1TCEt+P+lo8MYmYP/aUqv9l/o8nmGwX+pY6Gmope0J8vgv2JwBp19gv+9Y7J7f6c+Yx9p+sj/34TJ8l7PKMQL7wttLSO+jX8hfq8BAIWvxNwFAApLyejRvpX9m0N6H5vzxshfclDZP8C+6/7h6YF/4thJIcxlZ2bdI12bW0K7r4QwkVjwn6lXolPaZOAfl28nnYV04g4AAAAAea2qytilYfhw9ZMSzbWPxVtt26NY2O8M/ONsgu5pigX78ebG6/kkpRWxsN8Z+MdVWFZsVAxObSnWWAzweOqne8ekBv4jN5qHWHVM+nN9xj6SFPhLK3WixWRSRaPRvFsPaOtY7wAAtAYq/VsJV8AD4cp0+/6WrPhvle37DRX/XkF/Wr8cVfynhPxu2n1Fqg+2zX8m2nLQ75RvV8mzzT8AAEDbwVoH0MKmTfPf1t+j4r+fo8LfxKviv4ffNveZmNz0mGHhQJpFTY/fzX6IimObPthi6LhG0ihDn8elvbd5Hx65UfrXIf5DrDpGmtzuEd8+K3WixlpU/P82+oD/mxWIfFvHAAAgXxH6tyJOhoFgMg36ncIM/nu3RtDv5BL824b9oXMJ/o1Bv1MIwb9pm/9iCvvzGcE/AABA28FaB9DCLIL/vr/6ld6X1Pf111W6J/XG9zZb+Mf79fYL+RerObx347bNv7N/Z5mDf7dt/hc5Pn9QvsG/2zb/ibA/ro+yD/4vM7zO0pgnf5WYSlAP7/hFCKPkj0IM/lnrAADkGqF/K+NkGChsvX/T2jNwGCDt7x5siFCq/SVppxTx2i/QVgsF/8Ue9ufjyTInwwAAAAAQTPt77ol9UFHh288U/Pc+3vINF8sc/JsSbNvg37SKbRH863OGMWyD/we9D5dvkPYO8j7uVu0fD/vjtjy2W33O6Og7Dbdq/99FH1J9fb2WLFni+1pkL75uYbumwloHACCXCP0BFKzG6upWq/ZPC/s3SBoUaCqBbW6q6j/IZ5t/W0GD/7qJTR+sCT6XMKydP1A6/yucaCXJx+AfAAAAbQMFDkALc1T7J8L+JtsshnAL/tPCfovb97kG/z2TPt6vYCvQ8bG2BxgjXokftMDBZ+v+ZDbBf0XNr7w7yD74P0h3aE3073YTK3CtuY7hXE9iTQUAkI8I/fMAJ8NA9nId/PtW9m9QzoP/zS7b9384oPWC/0TY32TfKKnDmoATCVrtf/5XEh9yhXUqTlIBAADQUljrAFrYtGlqH3A9pEFSX1NVv23w71Nlbwz+3ar9ezo+7y5z8O+s9nduu3+SzMG/W7W/M+zf3jQfH27Bf0VJ0idHf0da7R/8+zlIdyQ+HhX5EsF/C75fvswFAAATQv88wckw0LpMwX++bePvFvYnCyv4t+UM+5O1SvCfFPQ7EfznH34eAAAAAJCBWbOsum2T1NvjWF//OwDYm2bZzyb4LzeM0V12wf8an+O2wf8PDH22yyr4jxzq08EQ/LtV+yeH/ckI/ltGkDUk1joAALlG6J9HCP6B7IRR7S+5B/8Zh/0b1GLV/qagvyWYqv39wv7Q2QT/PmE/3OXT9ngAAABoW1jnAELmCPvrTjlF7f/4R9+XfKzUovm0sH+lpLGG93Wr9p/m+NxmG3+3Ps6KfmfFfyZsV7r9gn+/HQsy8NaYpg+2GjpaBP8jz/il1XuOinxJq+v+YjfBApcvwb/bPFjrAAC0FkJ/AG1CmMH/F4JW9W9QaMF/kKC/Jbf5zzTsD6XaX3IP/rMI+qn2T5VP2+MBAACgbSH4BwIyVPXbBv8j/Cr7bYN/53b5TrbBfx+f425b/SfrrvRqf+d7jpZUbZiHM/h3hv3bZazkd+uTCPubvNlbGpZF8H/WGcn3ArhUb+gXhkHQkkzBPwAA+YDQP89wMgxkL2jw3yXEuQRVd2A444QZ/DeWmPv5CTX4Pzv4MAT/ucf3GwAAoDix1gFkaM2a0Iby210+hV/wH1L1e8PBscfSekNHm+DftCOAbfA/wOf4dlkF/2+d5N/FNvg/a/BDnocPJ/hPk+sCBtaRAAD5LmCEg5ZQWVnZ2lMAikaXpBb37ykhDLwhu5fVHZga+Pd6P/hUPvQ7gbVQ9nGs5YMRZy/UiLMXhjZea21rn49a8sQ1Go1yYgwAAFDkWOsADNasaW7JJk82vrTulFNcnx+U9PGuPRZzWOn4/LtKDfz3WoyxP/2phoObA39JamhnMY7zdgKS6no3t8CGNzWT7d6H9o6KtcAeeCfWDA7XpZ7H1kT/rjXRv4cwmcLCWgMAAM0I/fMUJ8NAdhqrTZdxuwf9TrkM/uNBv1d1fxjBf6biQX9y2N/edFW6hX2jsnudM+wfofCCfzQL82Q5HvRzAg4AAIA41jqALFkG/4cqVtk/yKOPdfDvDPuTWQb/8aA/OexPZhv8ewX9dTZbGLhtBukM+7tbjLM99VNn2D9wi3mIN90uVHCE/Yuu/6pxHGfwX6xhfzLWHQAAiGF7fwBtjts2//m0dX9cWFv427DZ5t+mmr/91uBX1Ntu82+q6B+hhVqrc4NNRmzP5hR0ezy+lwAAAACQhVGj/Lf1nzxZWrw47emD//jH8OYQPw13qda3tf9zscdIQ7CpfDgk9njAB9596g6V2r9rGGi0zBcqdJdvRb8UO763yvvwwC3Sf/r4D/Fmb2nYHP+K/kXXf1Vn3fKib5/DdakW6QLOv5O05Fb/fJ8BAIWC0D+Pcc87IHuN1dXqNtrtkm57/54ife43ASeyQWmX2GcT9vd6X/qoX7CpuAX/+bJtf7Iwt++3RfAfDN87AAAA2GKtA/BhEfwf/F2vEnxpl6ROhrfYtUfqVOF40nkaXib/4H+vpPLUp+Jhf1y01Bz8N7STSutTn4uH/XGf9s0y+O+Z9LGhCEKSd/BvcwsAC8OeCGecRbog8TFrGanCCv75ngIAChWhf57jZBhoXWEF/3VfDD6XsIL//muCjdFS1f7ZhP1hVfsjlc2JMifBAAAAyBZrHUDmSnzC/mS7JHUw9dkjdTKF0BbB/35DIG4b/H98iH8fq+C/1meAAbIP/gd4Hy7/WNrb0/u4W7V/Wtg/bIj0ZubV/slhP1oG6xwAgEJH6A+gzdoRQrW/FDD4X9n0GELoH1TQsD9ZWMH/6MODV/UT/LcMt+CfE2AAAACEheAf8OCo9neG/Zsl9TcMscvj+U7nBZhXkobDY4+Rhliwn60tA2OPZQFONff0iD36hv6SOfjvbvd+NsF/xV8Mg1gG/7pliG8fiWp/p2yq/fn+AQDaCkL/AsCJMJC9sIL/jKxMf6r93VLdfwUfOptq/zDD/mRBgv8Oh/9LkjRCa0OcUXY4ufPG9wYAAAAtifUOwMOoUSrxWcuwCf4lqeNZUjuvav3FkiYbBnBU+8fD/mSm4N+t2j8e9sftj5iDf2e1fzzsj9sxWOq23n8M1+C/u+PznZI6+w/jFvxX9Er6ZLJi398sDb3l/0mS1ln2J/hPZRv88z0DALQ1Ja09AdiprKxs7SkABWtHdXXgMf49xaLTSrkG/nHt7w48DUmx4N9G/zUtF/hno8Ph/0q0uLUaEcrYI9JuQGgWjUY5wQMAAAAAFKTNPse62Q6y2KJPWSzsdwv840xb+EdLY0F/vLnZb1Gc/WnfWNjvDPzjdgw2j6EBigX98eZmp3mY8o9jQX+8pZlsGGBYehX/0Fv+XyLwl6ShOtI8EWQt0x0BAADId4T+BYTgH2hdrsH/ShnD/mRhBf9+chn2t99q7uMM+p1yHfwT9gMAAAD5g7UOwF2jRQGDM/jvrtQcu26RxRst9nh+QFKz4Bb87+zT3Dp57ThgaW9prJlYBf8BrRgda0aTDceHDUkE/clhfzKC/+zYrvsQ/AMA2hJCfwBFIYxqf6kp+M8w6HcKI/h3q/Zvrcp+t+DfrarfT1jBvx/CfgAAACA/EfwD7myD/+7yLlqvW2DxRouVGvI7gv7SPRZjKBb8Jwf9Tqbg363a3xn2b68wz8MY/Bu275fkWu3vDPuXd7IYZ7LLc+c3t3V6zWIQb6x1eCP4BwAUm7LWngAyw/3ugOztqK5WN5974pnUhziXMPR6367SPhfab5Ui4+wCfi9rNUIjtDbQGCO0UGt1bspznPwCAAAAANoi26iyboHU/jyPgxPsxijdIzX4BO5Riyp8KRb87/JZkd4fkfYbytS2V0jdDRci7BgsdVvv06GzzNv475RWVPl3Wd5JqtplGGeypK7eh9fpNd+K/qE6Mu3iANY6whWJRPieAgAKHpX+BYgr4IHsZVPxX6/UwP+Ne4PPI2i1f/v/irV8EInEWr4YoYWJK905YQMAAAAKA2sdgDu3av+IUgP/1y3GSav4n6DUwP9N8xhuFf/R0tTAv/MW8zhuFf/7S5pbUJ0+ijUjv4r/7vLePiEDXbouUpeu5vssmCr+h+pI1jqywPcKAFBMCP0LFCfDQMtzhv3JWiP4jwf9KWH/7ODzyFZa2P/iyMBjBt3m/5XoFL0SnRJ4HgAAAAByj7UOwF1jdXUi6Pe65t46+HeG/cksg/940O9V3W8b/AcJ+t22+XeG/ftttvF39umulLB/3BrzEG7b/DvD/i7KLvh/O/pqoiE7BP8AgGJB6A+g6Jiq/f3C/mS5Cv6NVf05Dv59K/tbIfiPB/2E/QAAAACANmfDhlgL6KOmZuQX/G9vagF12RxrQW2vaA76vSr7rYP/7vKs7LcN/uNBv1dlv23wT9AfPq/gn90TAABtCaF/AeMKeCB7bsG/bdgfNrfg37Wq308Ogn/rbfxzFPwT9AMAAABtD2sdQBNH2N/w+OPGl7hV+zvD/s1TLd7bGfxvV0rYX/aeeQi3an9n2D9gvcVcXPR9r7kF9nFTM/AL/qt+85KqfvNS4KkQPres5ICf7zUAoC0i9C9wnAwD2dtRXZ0I+rMN+8Oo9pdiwX/GQb9TCwX/1mF/yNyCf6r6AQAAgLaPtQ4UNZ/Kftvgf1vTx9s8+lgH/9vlWdlvG/zHg36vyn7b4N8r6G+0WN12rfZ3hv0WtyRwBv/OsP+z+f2NY7hV+xNAAwCAMJS19gQQXGVlpWpqalp7GkBhufPO0IZ6417p8EuCvV6SDj8+nPmEIXDI/+JI6av/CjyPtRqhaPSowOMAAAAAANAWNDz+uEq/9a2050O9Vn9W0+Mvsx+irClEb+gVbCrxiwIa2nn3aSyRShr9x9nfWSrbYHizLZL6+HcZt0aKvOZd1f/Z/P7qcr7/vQu6aJFqo2caJgMAAJAZKv3bCK6CByzceWdza7L73HNDGTqbiv837k193RvLQphI0Gr//U0tDAG3+Y9GjyLwBwAAAIoU6xwoWoMGGbs0PP64IlJKS+ZV4Z/Mtdp/lpoDf0m62H8Mt2r/si3Ngb8klX6U3sfJrdp/wPrU50sNWzR6VfyXvdrcgjrki7EWRG30TAJ/AADQIqj0B9D2Gar6d597rjouXJibucj/AoE3loVQ8T9b0swM+ruE/NF6KeJzFb21LCr+CfoBAAAASOxsiCI2aJDnFv9asya0t9k8Veo/2NDpYvlW/Je9J+MKc+lH5op/m23+S+vNFf/tX/EZYKckt63+k7lU+zuD/oPP+4o2Lcis2p+gHwAAtDQq/dsQroIHkrhU9fsJo+LfVO3vrOz37Jerin9DVX/UcBV92KjsBwAAAODEWgeKlrPif82alMB//0zz1f5eFf87k1ogG5paQKVvxFoQ7f8Ra0Y2X/SW5qp+r8r+g8/7iu8Qn83vn6jqJ/AHAAC5QOjfxnAyjKKWYdDv1FLBv23YHzq34H+/MtrCP5Tg37DNP2E/AAAAAD+sdaBoDRqUFvYnswn+P1ZqyO/MvN+yqLBP2+Z/g1LD/n+bh3Db5t8Z9tsE/85t/tPCfpv1Do/g/8MvN7cgoueNVfS8scEGAQAAyBChfxvEyTDQuuIhf5CwP5RqfykW/GcY9Du1VPBP2A8AAADAFmsdgDu/4L+0qZlYB/8b5F3Zbxn8x4N+r4DfNvj3rey3DP6TQ35n0L96h3kIZ7U/YT8AAGhNhP5tFCfDKEozZgQeImi1/+5TTtHuU04JPA8pePBfuyzW8saLIxNBP2E/AAAAgEyx1oGiNHmysYsz+HcG/TbX8nsF/3Xrm5uRX/A/r6kFZH0rAJ/gv/GwWDOxDf4J+wEAQD4g9G/DOBlGUWqF4D8e9CeH/a0Z/DvD/trxwecRtNo/+pWool+JBp8IAAAAgKLGWgeKkmXw71fZbxv81633Dvrrvm8xiDP4n6fUsP+P5iHcQv20sL/MYi6O4N8Z9veyuJDBK/jfqGiiAQAA5AObP48AoOjsPvdcdVy40L+PIdjffcop6vhHi7PZkPhV9deOl7q+EGz8aL0UaZdBf0J+AAAAAABaXPvZs6361UvyOq23PYOv+77U/j5Dp39LWulz/I+SDLUSVtX8ZTJv5b9fajzC+3Cv9dJHg/2HWL1DmtJ9vp6PnmcxKQAAgNZBpX8bxxXwKEohVPtL7hX/blX9Lc1U7Z/LbfxtKv6p6gcAAADQkljrQFFyqfZvP3t2SuBvcybuPK2POl73rsUYXhX/dd9vbkZ+NRJ/NBy3Vd7UDPwq/qd0n68p3edLkiZEFoQwKQAAgJZBpX8RqKysVE1NTWtPA8itGTOkO+8MPMzuc8+Vtm/P/vUhVfu/sUw6/PjU5zIN+sOo9pfcK/4J+QEAAADkEmsdKEqTJ6v96NG+XWyDf79F4XclHWoYwxTs1y2Q2psK450V/87lE4sdAVyr/R1Bf8m7UqPhC3JW/MeDfgAAgEJBpT8AeJkxI5RdA8LaFeCNZc1V/dlW9teOD2UqsYr/rz5DVT8AAAAAAAWkTMGrwDY2NZM6m8L4P8q/st+mjqJMzVX9HpX9JRZbGPRan1rZ74ZqfwAAkK8I/YsEW9+hKGUb2DvD/lmzAk8laPC/u7pau6urA89DCh78R8Y/o8j4Z2IfR5aEMCMAAAAAyBxrHShGdRZrA26X5mca9rtl5M6wP0jwv3lBczPyCv63J7WABo2KNRsE/wAAIB+xvX8RYes7FCXbbf5NFwjMmhVK+J8Jt5B/XXW1hhq28msJ8ZDf9VhkiaLRiTmcDQAAAADEsNaBYlRXXW3c5l+SSptatt6VefF4o6RDDH3qFkgf+RzfvEDqb3MrgLE+xz+W1NN/CLdt/p1B/9vR83VYhK39AQBA4SH0B1DcQti+39buU05Rxz/670tnU80fRvBfO17q+oJ/H7+gHwAAAAAA5CfnLe6zUd/0GHTxeG3TYx9DP9/gf2nTo1/oL1kH/4d8078PwT8AAChEbO9fZNj6DkXJLdh3buFvo4W2+Y9v3R/W9v223Lb5j2/dn2ngzzb/AAAAAFoLax0oRm7b/O9XauC/N4tx69Uc+EvSHovXuG3zv1bNgb8kbbEYJ22r/6VqDvwlaabFIB+7P73r6OYWxPPR8/R81LQtAQAAQO5R6V+E2PoORSmsiv4QtvnffcopgccIa5v/2vFSN4VT0c82/wAAAABaC2sdKEZ11dUqMawN7JFUYTFWvc8xmzE2Stph6LNFlhX/vXw6zJQ02zDIx9Kuk70Pv7FJOvxg/yGc1f4E/QAAIN9R6Q8AmQoS2Idw0UDcuoA7A3R7+Cvq9vBXQplLHBX/AAAAAADkTqPF2oBXtf5+pe8OkOkYkrTjttu047bbLEbxV9vUjPwq/oc1NYM3Npn7vB09Xy/ofAJ/AABQEAj9ixRb3wE5FA/6Qwr7k2UT/KeF/Q/fGuKMAAAAAKB1sNaBYmUb/O+Xd9AfsXgfZ/CfFvZbBP9u2/w7w/43PrKYjDP4d4T9ndabh/AK/jdFmpskRSI23x0AAIDWRehfxDgZBgKwCfBbKOjPlm9lf4jBP9X+AAAAAFoLax0oVn7Bf+Mpp6jxlFOMY9gG/76V/ZbBf638K/utg3+fyn7b4D855N/k8U0g+AcAAPmurLUnAAAFyy3Ub4WQf111tYb63MPPegv/h2+Vpl4bypwikSWKRieGMhYAAAAAADBrrK5WSdL6QONJJ0n19YnP951yijr88Y++Y0QkRV2er3vwweZPtm/3n8htt0k/+IH7sfjFCT7rGFbG2nXrtF7aNdj9WOcb3mn6aIjVWJFIRNGo23cHAACg9RH6F7nKykrV1NS09jSAwpUnlfxuwb912A8AAAAAbQhrHShmjdXVapwzx/O4bfC/Lznkd+rePfPg37ETwe7qanU0BP9vfCQd3svxpDPsv1PSDP+pOIP/5rC/yXnvSAvsgn8AAIB8xfb+YOs7oI1YV12d2MI/68A/xG3+AQAAAKC1sNYBeNvns9X/vupq7fO5VUBC9+7mPrfdFgv7PcbbbfE+b3ykWNAfb27uNE+l0/pY2J8W+Med5/E8AABAgQgU+s+dO1eRSEQzZsxIPLdz505ddtllGjBggCoqKnT44Yfr3nvv9R2nvr5eN910k4YMGaLy8nKNHDlSS5cuTekza9YsRSKRlNanT5+UPtFoVLNmzVK/fv1UUVGhqqoqvfbaa0G+xKLByTBQ2AaNHq1BQbfGiwsY/EejE9naHwAAAECrY60DReu664xdnMF/Wtg/apT5fbyC/6qq5hZA16YWVGRwrAURjUbZ2h8AAOS1rEP/1atX6/7779dRRx2V8vyVV16ppUuXauHChXrjjTd05ZVX6vLLL9dTTz3lOdbMmTN133336Wc/+5lef/11XXzxxTrttNP0z3/+M6XfkUceqQ8++CDR1q5dm3L8pz/9qe644w7dc889Wr16tfr06aPjjz9en332WbZfZlHhZBgoLPGgPzns/3jqS+EMnkXwT9gPAAAAIN+w1gF423fKKf6V/bbBf3LIn2HQ71bt7wz7Nz9pMdCd6U+lhf1zDFv4u1T7E/YDAIBCkVXov3PnTk2ZMkUPPPCADjjggJRjL7/8sqZOnaqqqioNGjRI3/ve9zRy5EhV+2zXtGDBAl1//fWaOHGiDj30UF1yySU68cQTdfvtt6f0KysrU58+fRKtV6/mmzpFo1HdeeeduuGGG/TNb35Tw4cP18MPP6zdu3frt7/9rev77tu3T7W1tSkNAPKdqao/tODfEmE/AAAAAAAFZtasWAti1Ci7CwMMdldXJ4J+r8p+2+A/HvR7VvZbBP/xoJ+wHwAAFJKsQv/p06dr0qRJmjBhQtqxsWPH6umnn9bmzZsVjUb15z//WW+//bZOPPFEz/H27dun8vLylOcqKiq0cuXKlOfWrVunfv36afDgwTrrrLP07rvvJo6tX79eW7Zs0QknnJB4rkOHDho3bpz++te/ur7v3Llz1a1bt0Q7+OCDrb7+towr4IH85FbV7yeU4N9Q7U/YDwAAAKAQsNaBouW2zX+mYb9bqB9S2K/FixNty8yZgYba9utYCyI6/1BF5x8abBAAAIBWUpbpCxYtWqR//OMfWr16tevxu+++WxdddJEGDBigsrIylZSU6MEHH9TYsWM9xzzxxBN1xx136Ktf/aqGDBmiF154QU899ZQaGhoSfY455hjNnz9fhx12mD788EPNnj1bxx13nF577TX16NFDW7ZskSQddNBBKWMfdNBB+s9//uP6vtddd52uuuqqxOe1tbUE/4qdDNfU1LT2NICiZxvwe/l46kvq+fBXgk3i4VulqdemPEXQDwAAAKDQsNaBohW0ml8KJ+CPW7zY89CWmTPVZ/Zsz+Obn5T6n5b6nDPo/7iL1NN0p9c5Q6QbmrfyJ+gHAABtQUaV/ps2bdIVV1yhhQsXplXmx919991atWqVnn76adXU1Oj222/XpZdequeff95z3LvuuktDhw7VsGHD1L59e1122WW64IILVFpamuhz8skn6/TTT9eIESM0YcIEPfPMM5Kkhx9+OGWsSCSS8nk0Gk17Lq5Dhw7q2rVrSkMMV8EDSHj4Vo3XNir7AQAAABQ01jqA/Geq+N/8ZHNVv1dl/8ddLN5ozhBpwRACfwAA0GZkFPrX1NRo69atqqysVFlZmcrKyrRixQrdfffdKisr065du3T99dfrjjvu0De+8Q0dddRRuuyyy3TmmWfqtttu8xy3V69eWrx4sXbt2qX//Oc/evPNN9W5c2cNHux18yWpU6dOGjFihNatWydJ6tOnjyQlKv7jtm7dmlb9DzucDAOta0N1deAxgm7zP37qRRo/9SJJ0oTIgsDzAQAAAIDWxFoH0MomTzZ2cQv++/+qufX4fcA5HNLUlF5ABgAAUKgyCv3Hjx+vtWvXas2aNYk2evRoTZkyRWvWrFFDQ4Pq6+tVUpI6bGlpqRobG43jl5eXq3///tq/f7+eeOIJnXrqqZ599+3bpzfeeEN9+/aVJA0ePFh9+vTRsmXLEn3q6uq0YsUKHXfccZl8mUjCyTDQuloj+I8H/fGwPxnBPwAAAIBCx1oH0Mosg//koN/JFPy7Vvsnhf3JCP4BAEBbUJZJ5y5dumj48OEpz3Xq1Ek9evRIPD9u3DhdffXVqqio0MCBA7VixQrNnz9fd9xxR+I1559/vvr376+5c+dKkv72t79p8+bNGjVqlDZv3qxZs2apsbFR11xzTeI1P/jBD/SNb3xDhxxyiLZu3arZs2ertrZWU6dOlRT742zGjBm65ZZbNHToUA0dOlS33HKLOnbsqHPOOSe77w4AtBEfT31JPR/+im8ft5AfAAAAAAAgl3rNnh37wCXsT9bj99K2b3of/7iL1PMAu/eMRCKKRqN2nQEAAPJQRqG/jUWLFum6667TlClT9Mknn2jgwIGaM2eOLr744kSfjRs3puwGsHfvXs2cOVPvvvuuOnfurIkTJ2rBggXq3r17os97772ns88+Wx9//LF69eqlMWPGaNWqVRo4cGCizzXXXKM9e/bo0ksv1aeffqpjjjlGzz33nLp0sbmRE7xUVlaqpqamtacBFK0N1dUaNHp04HHcgv9sgv4JkQV6Pnpe4PkAAAAAQGthrQNoZZMnS4sXpzyVCPubbPyOdEgWwX/Pb77T/MnXJP15SNbTBAAAKBSRKJcwJtTW1qpbt27asWOHunbt2trTyTucDAOtK4zgX5LO1PxQxiH4BwDw9zMA5D9+V/try2sdjY2Nev/999WvX7+0W3GibSukn30vi7UOU/AvSZGF7/h3sAj+28IyeX19vZYsWaKJEyeqXbt2rT0d5BA/++LFzz58/P2MQpXff/UBQIH74ujR+mJIYX1QPX/6jnr+1HASnIEJkQWhjQUAAAAAAJCpyDGxZvQ17/WQaDTaJgJ/AABQ3Aj9Ya2ysrK1pwAUhHjQnxz2hxH8b6iuzup1zrD/hZ9+OfBcAAAAAKAtYK0DaF0fWax1bPxO+nNpYf/PLLbwdwT/hP0AAKAtIfRHRjgZBty5Bf1ufYKyDf7jQb9XZX9YwT/V/gAAAGhr5s6dq0gkohkzZiSe27lzpy677DINGDBAFRUVOvzww3Xvvff6jlNfX6+bbrpJQ4YMUXl5uUaOHKmlS5em9Jk1a5YikUhK69OnT0qfaDSqWbNmqV+/fqqoqFBVVZVee+210L5esNYBtDbb4D8e9HtW9mcQ/BP2AwCAtqastScAAIUqX7btTxbm9v22JkQW6PnoeTl/XwAAACBsq1ev1v3336+jjjoq5fkrr7xSf/7zn7Vw4UINGjRIzz33nC699FL169dPp556qutYM2fO1MKFC/XAAw9o2LBhevbZZ3Xaaafpr3/9q77whS8k+h155JF6/vnnE5+XlpamjPPTn/5Ud9xxh+bNm6fDDjtMs2fP1vHHH6+33npLXbp0CfGrB4D81HVb0wcfBBzoz80XBUQiEYJ/AADQphD6I2OVlZWqqalp7WkArSJo0P/F0aP1jyy36Y/bUF2tQY55ZBP2v/DTL2v8NX8JNBcAAACgrdi5c6emTJmiBx54QLNnz0459vLLL2vq1KmqqqqSJH3ve9/Tfffdp+rqas/Qf8GCBbrhhhs0ceJESdIll1yiZ599VrfffrsWLlyY6FdWVpZW3R8XjUZ155136oYbbtA3v/lNSdLDDz+sgw46SL/97W/1/e9/P+01+/bt0759+xKf19bWSortPFBfX2/53Sg+Rx11lNasWdPa0whVY2NjyiOKRyH+7D/8+9/Vc9y4lOe6bIg97t8fe/yol3TIh4aB7houXf2v1OdeHBl7rKhIebot/k6Mf01t8WuDP372xYufffj4XqJQEfojKwT/KDajR8VC9jBOl8MK/kf/6YDAcyH4BwAAAGKmT5+uSZMmacKECWmh/9ixY/X000/rwgsvVL9+/bR8+XK9/fbbuuuuuzzH27dvn8rLy1Oeq6io0MqVK1OeW7dunfr166cOHTromGOO0S233KJDDz1UkrR+/Xpt2bJFJ5xwQqJ/hw4dNG7cOP31r391Df3nzp2rH//4x2nPP/fcc+rYsaP5G4E2Z8uWLa09BbSSQvvZv//II6lPvJze55H0p9Jd8rrjc/dXLVmyxGpehWjZsmWtPQW0En72xYuffXh2797d2lMAskLoDwA+4mF/XMl+qTGE35xBgv+98Tn9Kfdb+TuxrT8AAADagkWLFukf//iHVq9e7Xr87rvv1kUXXaQBAwaorKxMJSUlevDBBzV27FjPMU888UTdcccd+upXv6ohQ4bohRde0FNPPaWGhoZEn2OOOUbz58/XYYcdpg8//FCzZ8/Wcccdp9dee009evRIBHYHHXRQytgHHXSQ/vOf/7i+73XXXaerrroq8Xltba0OPvhgnXDCCeratav196RYtaVq/8bGRm3ZskV9+vRRSUlJa08HOVRoP/thjgr/fRv8+/tV+//omDskSTfpKu9ODjt27LDum+/q6+u1bNkyHX/88WrXrl1rTwc5xM++ePGzD198pyyg0BD6I2tU+6Mtc4b9ycIK/jOx12U+K68aorF3BA/+s6n2J+wHAABAW7Fp0yZdccUVeu6559Iq8+PuvvturVq1Sk8//bQGDhyoF198UZdeeqn69u2rCRMmuL7mrrvu0kUXXaRhw4YpEoloyJAhuuCCC/TQQw8l+px88smJj0eMGKFjjz1WQ4YM0cMPP5wS3EcikZSxo9Fo2nNxHTp0UIcOHdKeb9euHQvBFo4++ug2t9ZRUlJSEMEvwpfPP/sjfG6fWHaQtG+b92vf7y8d8EHqc3OG/0KS1KioJGmmbtcNutRqLm3xdyO/84sXP/vixc8+PHwfUajy868+FIzKysrWngIQqtGjRvsG/nEl+4O/1xd9TnDj9o4a7Rr4x628akjwiSgW/Nt4PnoegT8AAADalJqaGm3dulWVlZUqKytTWVmZVqxYobvvvltlZWXatWuXrr/+et1xxx36xje+oaOOOkqXXXaZzjzzTN12222e4/bq1UuLFy/Wrl279J///EdvvvmmOnfurMGDB3u+plOnThoxYoTWrVsnSerTp4+k9C26t27dmlb9j/Cw1gG0vg49/I9/2jcW9Mebmzlyfx4AAKAtIvQHANmH/WFzC/7jQb9f2J8srODfD2E/AAAA2qrx48dr7dq1WrNmTaKNHj1aU6ZM0Zo1a9TQ0KD6+vq0atnS0lI1NjYaxy8vL1f//v21f/9+PfHEEzr11FM9++7bt09vvPGG+vbtK0kaPHiw+vTpk3KP1rq6Oq1YsULHHXdcll8xbBD8Ay3rdYtbHroF/we8sCjRbnjswEBziEajikajgcYAAADIF2zvj8DY5h+FKmjIH9Y2/18cPVp/DbhzQBhb/btt80/QDwAAgLauS5cuGj58eMpznTp1Uo8ePRLPjxs3TldffbUqKio0cOBArVixQvPnz9cdd9yReM3555+v/v37a+7cuZKkv/3tb9q8ebNGjRqlzZs3a9asWWpsbNQ111yTeM0PfvADfeMb39AhhxyirVu3avbs2aqtrdXUqVMlxbb1nzFjhm655RYNHTpUQ4cO1S233KKOHTvqnHPOaelvTdFjvQNoWa9XV/tu8y/Fgv+Ojy3yPH7DYwdqzhmfeB6fo1+kbfNP0A8AANoiQn+EghNhFKugwf/Pm84zv9AQznyCeuGnX5auGcIJMAAAAJBk0aJFuu666zRlyhR98sknGjhwoObMmaOLL7440Wfjxo0puwHs3btXM2fO1LvvvqvOnTtr4sSJWrBggbp3757o89577+nss8/Wxx9/rF69emnMmDFatWqVBg4cmOhzzTXXaM+ePbr00kv16aef6phjjtFzzz2nLl265ORrL3asd6DYdGoK4XdZVOJ7Wrw49jh5cqC5dPy46YM/+fezCf6vj14SaC4AAAD5LhIl2Umora1Vt27dtGPHDnXt2rW1p1OQOBFGoQlrS/9Mg/+fu/zmDSP4D1Ttf03qbQL45wEAYMLfzwCQ//hdHY5CXO9obGzU+++/r379+qXdngJtWzY/+04uFfcZB//xsD+ZRfDvrPZPhP3J/uRd7R/nDP6LMeivr6/XkiVLNHHiRLVr1661p4Mc4mdfvPjZh4+/n1GoqPRHqLgCHoWmek11aMG/DbewP+6fpcGD/4y3+XcE/ckikQjBPwAAAACI9Q60TW5Bv/O4VfDvFvYnHzME/69XV2v0IMPazNfPMgb/Nzx2oHTGWaxlAACAokToD6DohRH8m7b59wv7k+Us+PcJ+5MR/AMAAAAA0HYMGtK8/vFRwLEqfxUbq6bHzOzHeKdpPoMCTuaMsxIfspYBAACKEXt7IXSVlZWtPQUgY9VrAtyrrknJ/vTnfh61D/zDtPIql1D/miHNLQORSCSkWQEAAABA4WK9A4Vo0JDRKS1Zr0/Nr3fbDaDyV6MTgb8kVW6b7T+Iy04Ale+Mbg78JUVfMM9FXz8r/bkzzkoJ/AEAAIoVlf5oEWx7h2JVsl/6WWmwMcKo9peaKv75LQ8AAAAAoWG9A4Vk3GHjtMlQiNDrU+mjA/z7dBo9WsMu8e9TuW22f8X/4sWqHOF/cUD0BSky3v999PWzpJ6GPqLaHwAAFB/iILQYToRRaAJv87+76bFL8LkEDf7H/iC+vX9mVf1eOFkGAAAAACD/jR42WhX7K/TI+49Iknq2kz6u93+NV/B/+Prmj6M/zX5OlYcbdgKw9e3M1jpYywAAAMWE7f3Rotj6DoUm423+dye1Jpd/Fs5c/pnFjgFjf/BOUuAvacY73p0zxDb/AAAAAMBaB/LT6GGjNXqYeyFDz3bm1/f6NBbyJ7dkkWvMYzi3+a88fHZq4O9yW0Qn123+v/1OUuAv6WvhrXUAAAC0FYT+aHGcDKPQWAX/jqDfKazg31Za2J+M4B8AAAAAQsVaB/LF0NGjNXS0eddCv+C/55ZYM7EN/tPC/mS2wX886P+2x5oGwT8AAEAKQn8AcOEa/LtU9fsJI/g3Vfv7hv3JCP4BAAAAAGgznGH/js7m1ziD/7Swf695DK/g/53/bW5GPsF/pCLWdGWw2xVGo1G29gcAAEWF0B85wRXwKETVa6ozDvqdWir4tw77k4UY/AMAAABAsWOtA7kWD/q9Kvttg3/fyn7L4D855HcG/e+cah7DGfwnwv5kpuDfpdqfsB8AABQrQn/kDCfDKCSVNaNVWWPeHi9X/lnaHPRnHPYDAAAAAFoEax0oKKVNzcQv+O/U1Axsg3/XsD+ZZfBP2A8AAIodoT8AJHGG/dFHgo8ZtNr/8g2xFoqA1f6cRAMAAAAA0DrWVbvcitDBtdrfGfYPsngzZ/DvCPs/Z7EjolfwH/l2c7PiFvz/eUhzE7ciBAAAIPRHTnEFPPKVX2V/awT/8aA/Jey/Itj97BIyDP7jQT9hPwAAAACkY60DuWQT/L/Xt+kDv8r+QRZvtle+lf22wX9yyJ8W9J9kMQ8pFvw7gn4ngn8AAFDMCP2Rc5wMI5/kcht/m+DfWNWfw+CfoB8AAAAA7LDWgVzyC/73bJf2bMrdXPyC/487xJqRKfh/5p1Ys0DwDwAAihWhP1oFJ8NobZmG/WFU+0vuwb9rVX8uuAT/VPUDAAAAAMIwYvRojRidm4vsi5Ez+N+zPdYyMsiizzZzF2fw7wz7V9nk8G7BvzPs/z7BPwAAgBdCfwBFIx70Z1vZH2bwHyjoD6vaX5JmvKNSPUbQDwAAAAABUeAQ4wz7Cf5bzrrqat+wf90+i0EGWfSxDP79Kvutg/940O9V2W8Z/AMAABQbQn+0Gk6GUYiCBv9r2sdaYCEE/6V31qj0zhpJUlnkd4HHAwAAAIBiV6xrHfGg3yvgJ/jPUw1NLaCHe8VaIIvnxVpAFDUAAIBiReiPVlWsJ8NoHTWV3ve8a0nxoD857F/TN4SBswz+k8N+AAAAAEC4WOtALr33b/+1ji1u1f7OsP9gizdyqfZ3hv1vlfkP4Vrt7wz7x79knotLtT9hPwAAKHaE/mh1nAwjl8II/m2q/d2C/rQ+YQT/luJBv1/YT7U/AAAAAISj2NY61labz7Wp9m85VsF/g/wr+y2D/3jQ71XZbxX8x4N+r8p+y+D/x7qbsB8AAKAJoT8AZMEt+LcJ+kNnqPbPtKqf4B8AAAAAkA2C/9blFvxXd5VWdYu1xZ0sBvEK/ocmtQDGvBxrQf34vmf04/uekSTdFPlZ8AEBAADaAEJ/5IViuwIerSusbf6jjwQP+ltqm3+28AcAAACA1lWMax1+wf/a6mqrCwOQvff+Xa1V3WJhvxvr4H+oPIP+qV47BSRxVvunhf19ppkHcan2Tw77AQAAkMqw4RKQO5WVlaqpIaREbtRUVquyJvsKg7Xfb/pgavC5rOkrjfog4CBXDFHp4MeCT0axav/90W+HMhYAAAAAFLNiXOtYW12dUtFP0J8j8+bFHg3XmizuJE3e5X5sdtNFATMNwf7UBunhUv8+b5VJU/126e8zTdoyz3+Q8S/px2fU+vdRrNr/R9HLjf0AAADaMir9kVeK8Sp4tJ5sKv7Xfj8p8JdUUh7OXAJV/K88PdZCxDb/AAAAABCOYlzriFf1E/jnwLx5zYG/pAGXX2Z8ibPif3an5sBfkmYbAn3Ju+L/8/ubm5Ffxf+OY2LNEtv8AwCAYkelPwBYSA76nUrKpca9uZuLJNeQv2HBoyo978wcTwQAAAAAYFKMFf9oQUkhv5t+V39P73/Nf4jFnaRXfY7PLrWr+F8V9T6+6ljHtv5unBX/jqD/fx44Xj++aJlhEAAAAFDpj7xTjFfAo/WYqv2dlf1ewqj4t6r2N1T1Nyx4NPhEmlDtDwAAAADhYb0D+WLMjlgz8av4X1waayarjrWYUJ9pvpX9//PA8RaDSJFIxKofAABAW0Toj7zEiTByyS34tw37w+Ya/MeDfsst/An+AQAAAABow6ZNy+plzrD/u1kE/86wf4vFPrKewf/GpGbgF/z/j/5L/6P/kkTwDwAAihehP/IWwT9yqaayOhH0Zxv2h1HtLzUF/xkG/U5hBv8AAAAAgHCw1oHQWAT//a7+XiLo96rstw3+/Sr7rYP/jfIO+isON47hDP6Tw34AAIBiZ/EnGQDAVkm51Lg3+9ePfC28uYQlEvmTotGvt/Y0AAAAAKBNqKysVE1NTWtPA0Wg4/33Sz8ONsZJdbHH99pnP8aY/ZYdKw6X9rzh2+V/Hjheusj/AoFIJKJoNGr5pgAAAG0Dlf7Ia1wBj1yqq07f5j8b2VT8j3wtNfCPHvFE4HkErfZvUA81qIekWPAPAAAAAADyiEu1f6d77omF/U0+7W4exq3a/6S65sBfkgbUpfdJ5lbtP2a/I/C32czQq+L/p+2bmwW2+QcAAMWGSn/kPa6ARy7VVVer/ejROXs/v8r+6BFPKPJ6dtv7xzUseFSl551p378p5HdDxT8AAAAAhIO1DoRm2jR1MqxjfNpdOmC7/zDf3SG9V+HfZ0Cdf8X/ljJpsmn3w9MlmeocKg6XfvyO9/Gh70jrhhgGAQAAKC5U+qMgUPGPXAqj4t9U7e+s7PeSq4r/5Kp+P1T8AwAAAEA4WOtAWHYFXMfouTHWghhQZ94NwEr/pmYy1OeigCZU+wMAgGJC6A8ALloq+LcN+8PmFvzHg36bsD8ZwT8AAAAAAPnFFPy7bfPvDPtHvWV+H2ew7wz7q21Wm902NXSG/fdbVPIT/AMAACQQ+qNgcAU8ClFJeXPQn23YH0a1vxQL/rMN+gEAAAAA4WOtA2GyCf7jQb9XZb9t8O9X2W8d/PeXf2U/wT8AAIA1Qn8UFE6GkUtBq/3rqqtD2TFACiH4r/t7rIUk22r/z0UeSWkAAAAAUOxY60CY3IL/XdXVibamLtg6xec/jjUT3+B/b1MLat32WLNA8A8AANo6Qn8A8JFpaB8P+pNfVxNtxeDfGfb/alooc5Hsg3+/kJ/gHwAAAAAI/hGu3StWJB7dLgIwBf9u1f7OsD+r4N8Z9o8yj+Fa7Z8W9tdYDETwDwAA2jZCfxQcToSRazbBv6mqP6zg35pfZX+Ogn/ban6CfwAAAABgvQO5ZRP8x4N+r4DfOvj3q+wfZR5D9w9pDvo9K/sJ/gEAQHEra+0JANmorKxUTY3dH/NAGOqqq9V+9Oi053ItesQTirx+uneHELfwtxWJ/EnR6NclEeADAAAAAFAo1tRVa1T71LWO0v9J+uSeHE1klKQ1HseGhf92kUhE0Wg0/IEBAABaEZX+KFhcAY9cS966P5vAv0W3+fer7HcTYrW/ZF/V7/d6AAAAACh2rHUg19bUVav0f5RoyTpfZn69VbV/R4uJjHJ8Pkypgf8HNv/foEAIAAAUL0J/AMihUIP/eNCfbXV/yMF/UAT/AAAAAEDwj/yS8+DfGfYnCzH4Z5t/AADQ1hD6o6BxIoxCFDj4v7ap5YP542MtJNkG/6dEzkhpAAAAAADATs0N/usUXsF/5zebmw3P4L8hqQUwQm9ohN6w7k/wDwAA2hJCfxQ8gn8UhWuVFvZHF20KPm621f6OsP+d+ecEn0uG/EJ+gv/8E4lEUhoAAAAAb6x1INdsgv/kkN8Z9FeutHuf6o5KDfmdQX87wwAu1f7OsH+EFtpNBgAAoA0h9EebwMkwCo1Vtb9L0O+U0+A/HvR7VPaHFfz7VftnUs1P8N/6/EJ+gn8AAADAH2sdyBevPRlrJqbgf+gnsWZkEfzHg36vyn7b4D/IuWkYF7ZzgTwAAAhLWWtPAACKVU20WpWR0alP5su2/clC3L7f1ucij+jf0bMlEd4XmkwWKSKRiKLRaAvOBgAAAABgq+aGalXOaV6ncAb9r42XjnzBf4zKlVLN2NTnnEH/jnqpmynYbyep3vHcO80frl15rkaMDaeiP9NzU68L24OOkc04AAAAcVT6o83gCngUoppotVVFv58Wq/b3qer3EuY2/7YV/aYx0PKoSgAAAABaBmsdyLWaG6p9K/tfs1gmqFzZXNXvVdm/wxnou2mnWNAfbw5rV57r+/Kwt/k3nffanBNz7gwAAFoKoT/aFE6GUaxCC/4NW/jbCDP4DwPBf8sJY7GCxQ4AAADAH2sdyDe+wf+tTS2o9k3NIKzg3+vc9NrITxItyDiZnD9zngwAALJB6I82h5NhFJqaudWhjBMk+H/1nE169ZwQLhwIwTuPbdY7j20Odcxsgv98uq9evs4lzDEBAAAAeGOtA7m0t9q8TpEW/DvC/q7nm9/HtdrfGfYfZR7HLfhfO+nYRNMkl20CXCSfm2YS9PuNk+35M+fJAAAgU4T+aJM4GUahCSv4z0Q86E8O+1/9djhjZ1Pt7wz7n3nsS+FMJgN+gXauT7jzaS7J82nJ8bN5Tb5cDAEAAAC0NNY6kEvWwb9PZb918N9e/pX9lsF/StDvZBn8+4X9P8xgCwPOUwEAQK4R+gNAnggj+Lep9jdV9ec6+Per7A8z+Per9rc9Gc/FCXs+zSX+Pvm0UJFvF0MAAAAAuUTwj3yxt7ra6sIAv+C/00exFlj/pmZiGfz7yST4BwAAyCVCf7RZnAijWLkF/25V/X7CCv792G7j31LBf7YV4i0RLOfTXJLHbo3dDfyO5dPFEAAAAADQ1rmF+s6w36aAwRn8O8P+/RssJuNW7e8M++8ZYh7HLfif/1Ki/WT+ly0m4+Nr78RaANFoVNFoNNg80KLYdRAAkI8Chf5z585VJBLRjBkzEs/t3LlTl112mQYMGKCKigodfvjhuvfee33Hqa+v10033aQhQ4aovLxcI0eO1NKlS9Pe6+ijj1aXLl3Uu3dvTZ48WW+99VZKn2nTpqVt9TtmzJggXyIKHME/Ck1Y2/xHF23KOOh3CiP4d6v2tw37k4UZ/IdxUhbWSV0+zSV5vNY8aXW792E+XQwBAAAAtDbWOpBL8ZDfr7LfNvj3q+y3Dv77y7+y3zb4Twr6nUzBv2u1vzPszyL4J+zPf25rFKxBAADyRdah/+rVq3X//ffrqKNSL7O88sortXTpUi1cuFBvvPGGrrzySl1++eV66qmnPMeaOXOm7rvvPv3sZz/T66+/rosvvlinnXaa/vnPfyb6rFixQtOnT9eqVau0bNky7d+/XyeccIJ27dqVMtZJJ52kDz74INGWLFmS7ZeINoKTYRSaoMH/W8tiLV+8M/+cRNCfadjfFh0WGZ5o+aS1w/5k+XgxBAAAAJBPWOtAIalbFmsmfsH/8k6xFthlQ2LNwCr4jwf9XgG/ZfB/k36WddhPxXlumL7HfP8BAPkgq9B/586dmjJlih544AEdcMABKcdefvllTZ06VVVVVRo0aJC+973vaeTIkar2ucfTggULdP3112vixIk69NBDdckll+jEE0/U7bffnuizdOlSTZs2TUceeaRGjhyphx56SBs3blRNTU3KWB06dFCfPn0S7cADD8zmS0Qbw8kwCk02wb8z7C+rCD6PwNX+I5paCIJW+z8z/7/0zPz/CmcyyvyEriWD/mxPLq+N/CTRAAAAABQW1jqQT9zWMZxhf4PbFv0OzuDfGfYvP8RiMm7V/s6wv9dXjMO4Bf8/eaxLolnxCP5v0s8STZJujtxjN14TKs7zj9f3nwszAAC5UpbNi6ZPn65JkyZpwoQJmj17dsqxsWPH6umnn9aFF16ofv36afny5Xr77bd11113eY63b98+lZeXpzxXUVGhlStXer5mx44dkpQW6i9fvly9e/dW9+7dNW7cOM2ZM0e9e/f2fN99+/YlPq+trfV8PxS+ysrKtItEgLbAr6q/rELavyfY+K9+Wxr+uwxe4BbyD71aWve/wSaiWPA/6Yy/2/d3C/nnvySdbz65txGJRIxX4/sF/UN1pNbptZzNRVJeB/zf0jRJ0uOaF8p4tt8TAAAAoFCx1oF8UjO3WiNGj/bt03CUVPqK/zj7N0grj/Q+vvwQqWqjYTL3DJHeNPTp9RXpo/Tt/ZP9ZP6XpXKPCV+yVLr3JMObSPraO7rpz+bdaG+O3KMbo5f59iE4zm/J6xBuPyvWKQAALSnjSv9FixbpH//4h+bOnet6/O6779YRRxyhAQMGqH379jrppJP0i1/8QmPHjvUc88QTT9Qdd9yhdevWqbGxUcuWLdNTTz2lDz74wLV/NBrVVVddpbFjx2r48OYw5eSTT9ZvfvMb/elPf9Ltt9+u1atX6+tf/3pKsJ9s7ty56tatW6IdfPDBGXwnAKBlmar9bbfxz1nFv6mqf+jVwSciu4p/Y1W/yz37suV1wm1b2T9UPisZIc1FkrGi3/WehDnyLU1LBP7xz8PCgggAAAAAFI7STbEWxMmDYi2wkq/Emp9LlhqOr441S86K/+QqcZvz227dulm/F+xlEtRT1Q8AaC0Zhf6bNm3SFVdcoYULF6ZV5sfdfffdWrVqlZ5++mnV1NTo9ttv16WXXqrnn3/ec9y77rpLQ4cO1bBhw9S+fXtddtlluuCCC1RaWura/7LLLtMrr7yiRx55JOX5M888U5MmTdLw4cP1jW98Q//3f/+nt99+W88884zrONddd5127NiRaJs2BfyLEnmPre9QaNyCf9uwP1mLBf8jlNkW/i0Y/MeDfust/Fso+M9mG/+WCv4z3b4/18G/M+x3HgsLJ9sAAABoy1jrQD5Z63OL1zi3bf6dYf84Q5buts2/M+w/2aII33Wbf2fYXzfdfwy34N8R9v/osV4Wk4lhO/j8FFaFPj9XAEBLiUQz+Ndq8eLFOu2001LC+IaGBkUiEZWUlGjHjh064IAD9OSTT2rSpEmJPt/97nf13nvvaelS/7/W9u7dq23btqlfv3669tpr9cc//lGvvZa67fHll1+uxYsX68UXX9TgwYONcx46dKi++93v6oc//KGxb21trbp166YdO3aoa9euxv4oXGx9h0LT2bA9no2g2/zHDTdtj2cjhK3+JUl7xwQfI6St/oMG92Ft8y8FD+9/omtDmom7TAL9sLb6l8I7QQfQjL+fASD/8bu6eDjXOhobG/X++++rX79+KinJeLNPFLB8+NmbtvmXpPbudVopVhiC+59YfHn/Z7iAQJK0zaJP+58bOvQwDnHTGR8Z+/xIl1tMxl1FRYUeeeQRTZw4Ue3atct6HLgLM7APe42ivr5eS5Ys4WdfhPjZh4+/n1GoyjLpPH78eK1duzbluQsuuEDDhg3TD3/4QzU0NKi+vj7tj8nS0lI1NjYaxy8vL1f//v1VX1+vJ554QmeccUbiWDQa1eWXX64nn3xSy5cvtwr8t23bpk2bNqlv376WXyEAtF1lFcGC/8/l02YotU07BrQPr1q/tQ3VkaEG/0H8ULe2SPAfZvU+AAAAACB/ra2udg3+1yV9HOTS+eG1sccFks7rHmCgYU2PfwkwRsO7scdSc+jv50c/nxj7YHr2oX9ct27dtHv37sDjBJEckLeVi/Cj0SiV+gCAvJXRpZ5dunTR8OHDU1qnTp3Uo0cPDR8+XF27dtW4ceN09dVXa/ny5Vq/fr3mzZun+fPn67TTTkuMc/755+u6665LfP63v/1Nv//97/Xuu+/qpZde0kknnaTGxkZdc801iT7Tp0/XwoUL9dvf/lZdunTRli1btGXLFu3ZE0uwdu7cqR/84Ad6+eWXtWHDBi1fvlzf+MY31LNnz5T3BiS2vkPh2WmxPZ6NTLf5/9ym5ha3t1MIE8l2m//aq5sDf0mqC6FKP+g2/7PeibUQBN0t4Abdpht0WyhzCUt8C/9sA38uFAAAAADssNaBfLO2ulrrpJSW7LVJ6a9xcm7zP7y2OfCPW7DdfwzXbf6HqTnwl6Qvm+eSts1/w7vNgb8kNayWids2/z/6+cTmwF+Sfh7OGkNrhdNutyZoC0H5qMiXNCryJY3U0aGM1xa+JwCA/BL6/k6LFi3S0UcfrSlTpuiII47Qrbfeqjlz5ujiiy9O9Nm4caM++OCDxOd79+7VzJkzdcQRR+i0005T//79tXLlSnXv3j3R595779WOHTtUVVWlvn37Jtqjjz4qKbabwNq1a3XqqafqsMMO09SpU3XYYYfp5ZdfVpcuXcL+MtEGcDKMQpPL4N8Z9DvlPPh3hv3JWiP4jwf9SWH/ullPB5+Hsgv+nWF/WWYb+bgKeouAs/SQztJDgechBQ/+o9Fom6kqAAAAAPyw1oFCYxv8u4X9yayC/2FKD/uT2Qb/zrA/mWXwHw/6U8L+ZAUY/LuF/a01lzDFw/6WUKjfEwBAfgqcCixfvjzl8z59+uihh/wX+Z2vGTdunF5//XXf15gW6ysqKvTss8/69gEAxLht9d8q2/cPvVpa97/ex72C/pYw/yXpfMMFBIaK/nWzntbQWf8vxEn586vqL1OZ9mt/oPEz3ebfLeQv0zjt14pA85Biwf/jmpfRawj6AQAAAKB17a2uVrnLNv/JXpskHfmMy4HlSR8fZ36vBdvTt/pPzvG/PEiaucE8jqe9TY+mQoiG1VKpVzV4fPElaLX4U02Ppxp7RiKRtPNjZ9ic7flzpqG121yc44Q1l6BrAn5B/0gdrX/JfIGHDa/vCQAAmQq90h8oJFwBj0ITVrW/FAv+3bbvtxVKtb/kXvHvV9nvJoxqf8m94t+lqr+lmar9c7mNv03Fv6mqv0zjwpySEZX9AAAAKGasdSDf7LVYy3htkmIhf3JL0uMWu/dasD0W9Meb0+xBhgHcXrRXzYG/JO263TyRtIr/TWoO/CX1+r15DNdq/6fUHPjL8bG3eBW+VzV+NuF9tlXqya8L41YAYX1NknRYZHiimYS1zb9ExT8AIByE/ih6nAyj0IQR/O+srg5lnFCD/9qrMw/7k4UZ/AcI+ltym/9Mw/4wtvmX3IP/eNAf1hb+Nkzb/BP2AwAAADGsdSDf+AX/e085RXtPOcU4hin477Il1kysgv+9Sg/7k1kH/46wP5l18P+U0sP+ZHbBv4lN8Bwk7M9knFzOxSvo363dxtd6Bf8V6pRotgj+AQBBEfoDQAHKNrB3hv2v1uZB8N/Q1PJB9PpYCyjM4D8e9Gdb2R9m8B8k6A+r2t8t+CfsBwAAYZo7d64ikYhmzJiReG7nzp267LLLNGDAAFVUVOjwww/Xvffe6ztOfX29brrpJg0ZMkTl5eUaOXKkli5dmvZeRx99tLp06aLevXtr8uTJeuutt1L6TJs2La1Cc8yYMaF9vQCQK87g3xn217yRXfDvDPuvftM8F9fgv11SC6ru77Fm4hf891ocawGN0EKN0EKrvl4V82EF7Jnwer9vRy7QtyMXBBpjduTniebHNvhPDvmdQX8mwT8AAEEQ+gPiCni0bfGg3+tCgTCC/4w1KD3sHxXCuNlW+zvD/sHTAk8laPC/TjdpnW4KPI8w/ETH6ic6NvA4YQf/hP0AACBsq1ev1v3336+jjjoq5fkrr7xSS5cu1cKFC/XGG2/oyiuv1OWXX66nnvKurpw5c6buu+8+/exnP9Prr7+uiy++WKeddpr++c9/JvqsWLFC06dP16pVq7Rs2TLt379fJ5xwgnbt2pUy1kknnaQPPvgg0ZYsWRLuF442adSoUa09BSDN3upq38p+2+A/HvR7VfZbB/9eQf9J5te7Vvs7w/49FmsDzuDfGfY/9m+LyaT/e+QM+zMJ/lsr6HebS1wmYb/XGDZBv5Nf8D9R39ZEfds4hm3w39rfbwBAYQun/A9oAyorK1VTU9Pa0wCs7ayuVufRo32P58reTlL5LkMnm2r+UZLWBJxM3Vek9i+Z+5kq+gdPk9bPCziZzLiF/HM0WDdofaBxy1Sm/dqf8eucQf8iHaqz9G7AuYzTfq3I+vWPa17i40gkQugPAABCs3PnTk2ZMkUPPPCAZs+enXLs5Zdf1tSpU1VVVSVJ+t73vqf77rtP1dXVOvXUU13HW7BggW644QZNnDhRknTJJZfo2Wef1e23366FC2PBi7Py/6GHHlLv3r1VU1Ojr371q4nnO3TooD59+lh9Hfv27dO+ffsSn9fW1kqK7TxQX19vNQbahvjPu7GxsZVnglyL/8zz9mffzr+Uvr60wvPY7rtij2VTzW9T4vMr76S62OMcv7WK4yU9b3iT3b+Qyo5LeqJ9ep89S6WKif7j9FosKR74ugS/j70jTT3UMJnF+kLFTknSFyoeUJ1Lj9FaqNd0kWGc/HJOx9h821WkRhln67tarN9YjXFLx19Ikkoq0r+303SpHtGvfF/foAZ1VPN/lyfotJTj/60f6xcut0ZMVqEK7ZFp8Uzq2LGjduzYYeznFP+dz7/1xYefffj4XqJQEfoDQAFzC/6zCftfra3W8K7eFxDYcA3+82Xb/mQhbN9va92spzV01v/z72NRzZ/L4N9U0R9G8J+p5KDfieAfAACEZfr06Zo0aZImTJiQFvqPHTtWTz/9tC688EL169dPy5cv19tvv6277rrLc7x9+/apvLw85bmKigqtXLnS8zXxRf4DDzww5fnly5erd+/e6t69u8aNG6c5c+aod+/ermPMnTtXP/7xj9Oef+6559SxY0fP90bbtWWLxU3O0Sbl7c9+qn9i/758jsfvbmJR/H6ET5+NTY+PmAbpYX6fnDFOVpI6S5Ku+XXnoAMVhDNl3hnCxmz9KPAYv9aDIcwkJsiOPsuWLQttHigs/OzDs3u3+dYeQD6KRFkpT6itrVW3bt20Y8cOde3atbWng1ZCtT+KWdDgX5LKa0OYyJoQxnBW+2cb9odQ7e8M/rPZtj9o6C/JN/TPZPv+MEJ/U7W/X9DvxJ8yQOvh72cAbcWiRYs0Z84crV69WuXl5aqqqtKoUaN05513SpLq6up00UUXaf78+SorK1NJSYkefPBBnXfeeZ5jnnPOOfrXv/6lxYsXa8iQIXrhhRd06qmnqqGhIaUSPy4ajerUU0/Vp59+qpdeav5b9tFHH1Xnzp01cOBArV+/XjfeeKP279+vmpoadejQIW0ct0r/gw8+WB9//DG/q4tMfX29li1bpuOPP17t2rXTmjVrWntKyJHGxkZt2bJFffr0UUlJHt/dde5c38OHOXZDcVO22vw2bw8y9/nyNkOH/xiOrz/O0EHp1f5RlwWUSDf/MZzV/r9O/flWKKpfV0T10wt3qm6P9zDOav8j9YCxj42zkl6zyGVMW0er+faN/XWIb1+/av+Tda8kqdKiwt6v2v9cfU+StFM7fcfwq/bv1/R1vKM3jHOJy6Ti3/k7H8WDn334amtr1bNnT9Y6UHCo9Acc2OYfyM6b8XOwV0MYbJTC2ea/3VfM/UxC2OZ/3aynpVlrAo3RUtX+mYT9cS21zX8mQX8yqv0BAEAQmzZt0hVXXKHnnnsurTI/7u6779aqVav09NNPa+DAgXrxxRd16aWXqm/fvpowYYLra+666y5ddNFFGjZsmCKRiIYMGaILLrhADz30kGv/yy67TK+88kraTgBnnnlm4uPhw4dr9OjRGjhwoJ555hl985vfTBunQ4cOrhcDtGvXjoXgIhX/2R999NGsdxSZkpKS/A79vbZPnjVLklT25JPGIdqVeh9r33Ttf4lFYfser3H6Nz1uMgww5AXpHcMaxJ7FUnmVf5/op1Kku/fxh9+RGg4zTCaquj3SPp/Q/3OOQD79UrRYn7U61/edztP0lM/3J235+C1dqAX6uWGuMWNUlfJ5XdLNCdbr3xqgQZ6vnaQz09YTvtH0efy/sFXqpC8ZAvszdaHmN10kEHeBLpMkNSq25tBRnfSZPvMc4/u6Rncqdbed+Nz3NX2XB+hQrdNrvnOJy+bfbf69L1787MPD9xGFitAfcEHwj2KVzTb/bzouuF4zXBrV2sF/fKfTT0OYR1Du68ZZCSv4n6OjA88lrOB/kS4IPBeJ4B8AAGSvpqZGW7duVWVlZeK5hoYGvfjii7rnnnu0Y8cOXX/99XryySc1adIkSdJRRx2lNWvW6LbbbvMM/Xv16qXFixdr79692rZtm/r166drr71WgwcPTut7+eWX6+mnn9aLL76oAQMG+M63b9++GjhwoNatWxfgq0axYr0DeWXWrETAn/g8yZvV1Ro22n+Nov5wqZ2jcLq9Y6O/kWdL/zIE/2t6SqM+Tnqiv6PDlyX9xX8MDXnJPfivSNqJMFplGMTHzqagvuJ/sx9D0toHR0qSRnz3X1mPMUYLmj5a5dvvPE33Df5naFbTKMt9x3lPG3yD/29pmvY5Lhxw+rs6G4P/83WJSuVzJYmkLuriG/zP0P/ocT3sO8ZQHWkV/LPWAQDIBKE/4IETYRQr2+DfGfYnCy34z4TbLU0PeEn6tJWq/Z1h/62jpGvXBJ5KkOA/jLA/LEdabK2XKU6GAQBANsaPH6+1a9emPHfBBRdo2LBh+uEPf6iGhgbV19enVcuWlpaqsbHROH55ebn69++v+vp6PfHEEzrjjDMSx6LRqC6//HI9+eSTWr58uesFAU7btm3Tpk2b1LdvX8uvEEjFegfyiiPod7IN/jud5v821sF/+kYpzWyD//d9jkdulqI3+o8R3Z5a7b/TsU3+nquNwf9rv+6qz52devuAeNif/Lkp+B+hhSnV/s1hf8w6jdHQLIL/eNjfPG5VVsH/40r9wX8jQPXHM4rdWuH/GS4M8NNe7bN+rRfWOgAAtgj9AQAZ8Qv7k4US/I+SudrfLexPluvg36+yP6TgPxMtGfRnU+3vDPtv1j26sWm7PAAAgNbQpUsXDR8+POW5Tp06qUePHonnx40bp6uvvloVFRUaOHCgVqxYofnz5+uOO+5IvOb8889X//79NbfpHtV/+9vftHnzZo0aNUqbN2/WrFmz1NjYqGuuuSbxmunTp+u3v/2tnnrqKXXp0kVbtmyRJHXr1k0VFRXauXOnZs2apdNPP119+/bVhg0bdP3116tnz5467TRDwgUAbYRf8B8/Ix0R8D3KG8x9JPkH/7Z5r23wv+t33sctgv+1j3STdg3y72MZ/HeSd+hsG/z3UC/fPrbB/ypd6Xn8DzrAN/h3q/aPh/1xT6uzMfh3Vvs7w/5zdJF+67iFgpNttT8AALby+KZOQOtL3t4RKCav1lanPffmIfaBf6hGuTzXO6nZOOAlc5+gymW3lf+towK/1RyZK8Dm6OicVPYv0qFW/Y7ULs/q/pt1T2jziUQioY0FAAAQt2jRIh199NGaMmWKjjjiCN16662aM2eOLr744kSfjRs36oMPPkh8vnfvXs2cOVNHHHGETjvtNPXv318rV65U9+7dE33uvfde7dixQ1VVVerbt2+iPfroo5JiuwmsXbtWp556qg477DBNnTpVhx12mF5++WV16dIlZ18/2h7WO1Bo3qxOXad4V0q5BH3tk+YxRp6d/lx5Q2rg/+Zui8l82fF5e6UG/oMsxojc7P78Zzc3N5M9V3sfa3xSanxMqvipxWS8rT3vWK0971hjv3Ua43nsMI3UYRrpedxWlaaoSlOM/f6gA3yP/12d9Yy6JZqbp9XZ+D5d1EXtm/7n5hxdZBxjqI409pFY6wAA2IlE2Rsmoba2Vt26ddOOHTvUtWvX1p4O8gjb3qFYlQ03b/NvEto2/37b49kKo+LfWe1vE/Q7hVTt79zmv7W27/er9s9kG/8wK/758wbIDf5+BoD8x+/q4lVfX68lS5Zo4sSJateunWsf1jvapsbGRr3//vvq169f2q1JCl17w1b/Iyw2QXlrobnPsI4Wk1ltOL7BYoxaw/GSYeYxkir+Kxp/r0c6naqzdz2lPdrf3GfPNS4vbOas9ncL+scs+KtxKskV/25B/zaLxR1ntb9b0H+rRRWIs+J/uWMB50jV+77er9r/A8V+px5ocSsAr4r/bKr8/dY6bH7no23iZx8+/n5GoWJ7f8AC97tD0Vm+PPY43LeXlcDb/Mfz5GzC9ZYweJr0wbxgY4S0zX+s4r9n4HGCctvmP5OwHwAAAACAMKx90if4P9fj+Uxttuw3SN7Bf/emR1Po3/imOfjfc7XUIV4E4LHcX/FT3+B/7YMjpRX+VzqsOu84Y/C/TmM0SXs8j/dQP2PwP0ZVKld/3z7Xaqsx+P+DDlAXn7m8pna+wb/bNv/xsD/uE3U2Bv/Orf7Z0h8A0FLa1qWeQAti6zu0ecuXN7cm+++5LZSh12Rz8YBzr769IUwk6Db/Jb1jLQxBt/kfOSrW8sQiHZrYwj/bwD/Mbf4BAAAAmLHWgUJTV51+O0KntK3+z1VK4P/5peb3cd3mf7NSA/9+5nHStvrvrubAX5JsbqPY+Kb785FOzc2G21b/XV9pbgGtUj+tsvim9PDp003d1S3lG5Qtu3swvib/quin1VkfqF2iufnE4lYA5+girdNrBP4AgBZF6A9kgJNhtEmOoN8prODfmjPsT9YawX886E8O+/v7b4tnLZvg3xn2jxwQzlyC6DEg1kIQNPiPRqNs7Q8AAABkgLUOFBrr4N8R9iezDv43Kz3sT2Yb/HeXPLNs2+A/OeR3Bv11r1sMoljw7xX0f2OV+2uSrDrvuPTnHGH/jRpiHMcZ/DvD/g4WxQTXaqvLs6lh/2c6wDiOW/D/kUoTLagXtUwvalmgMVjrAADYIPQHgGLkUtXvJ4zg31jt7xf2J8tV8G+q6g8r+LflV9nfGsF/POhPCvtv7HFyKENnE/xzAgwAAAAAxcMr+K9LakFc2THWAquVeQt/kz5NzcQU/Lc7Mtb8WAb/8aDfq7LfNvj3q+y3D/7L5VfZbxv8ewX9S2T+D8Gt2t8Z9n9Nk4zjOLHWAQDIBKE/kCGugEfByjDod2qx4N827A+bW/DvVtXvJ4zg31Ttb7uNf66Cf0NVf1jBvy1OgAEAAIDgWOtAIaqrrk4J+Z1Bf83p/q93q/Z3hv0n+99aPsYt93aG/aZVeLdqf2fY36vGPJc6l1sBpIX9m/zH8Ar+Oya1gJ5RhZ5RRaAxbtVRulVHBZ7LZ+qrz9TXt49t8B8P+r0q+zMJ/lnrAABkitAfyAInw0D21gxXc9CfbdgfRrW/FAv+Mw36nVoq+LcN+3PBparfTxjBv6nan7AfAAAACBdrHWiLbIL/eNDvVdlvHfzXyr+y3yb47yP/yn6b4F+S2h1uqOy3CP6TQ37n9+b7g4xTcKv2d4b9z6qH7xhu1f7pYX9341zcqv2dYf878v9BewX/fVWfaGGKRCKhjgcAaPsI/YEscTKMglNVFXiIoNX+13WItVAEDf63lMdavrh1VHPQn23YH2a1f4ZBv1NLBf+E/QAAAACABI9t/pO5Bv+DmtuSf5jfxjP435DUggjjngSS1G5N8DE2jYk1E8vgPx70e1X22wT/8aDfu7K/u3Eun+mARNDvVdlvE/wnh/zOoP94nWKcRzbb/AMAYIPQHwiA4B8FpxWC/3jQnxz2n/ztwNOIySb4d4b9e54JPo+g1f6Hro61MAQN/mcNiLU8EQ/+CfsBAACAlsc6BwqSbfA/KKk5WAf/G+Qd9NvUFThX47MJ+92q/dvVxFpi3P+xGMhR7e8M+w+zGMIz+B+Q1LL3lrrpLXULNEbMILn+4DOwVSXaahGnhBn8U+0PAMgEoT8AFJscBf+mqv7Qgn9bfpX9rRH8x4P+5LD/hlYM/p1h/+XBpxG02v9GXaYbdZkkTnQBAACAXCH4R1vTtamZ+AX//1cfa0a2wX/Qyv5eNc1BfzuPLf/rrrUYaJN/Zb918D9AXkH/Kn3JOISz2t8Z9p+l1y0m0t3luUFKDfu97pvQzFnt7wz757rcKsDJK/j/s55JNFushwAAbBH6AwFxMoxi5Rb8u1X1+wkl+DdV+9tu45+r4N9U1R9W8G/Lr7K/FYL/eNAfD/uTcaILAAAA5AZrHSg4LtX+zrB/ncV/1s7gPy3sN+fX3sH/7qQWRPumFlRdZayZ+AX/vZuagW3w71fZbx/8D5J/Zb9d8O9X2W8b/CeH/JkE/QAAZIPQHwgBJ8MoOCFU+0ux4D/ToN+pxYJ/27A/bG7Bv1tVv58wgn9Ttb/tNv45Cv69gn4ngn8AAAAgN1jrQMGprk4E/V6V/bbBv29lv23wv1veQX+jxRhOzrDfImx3rfZ3hv0HvWsexxn8O8P+G8uMQ3gF/6vUL9FMfIP/ST1jLbCeTc2fX/B/vS7R9bokhLkAAGCP0B8ICSfDKDhBg/9582ItX+xVc9CfbdgfRrW/FAv+Mw36nVoq+LcN+5O1UPDvV9Xvh+AfAAAAyA3WOlBsPhwSa0Z+wf9nTc3ENvj3q+y3Df7jQb9XZb9t8O9X2W8Z/CeH/M6gf5EOMY6RFvw7w/5J5nm4V/unhv2faYRxFGfwH2bYH41GEw0AABs2/wICsFRZWamaGo/7aAH5qKpKWr48s9c4gv6bRwzXjWtfDTSNk78t/d/vAgxQG+jtU+15RqqYlP3rSzqGN5cwjBwgndbak4i5scfJ0jab1RMAAAAA+YK1DhSS2upqdR092rfPukppqOM/aWfQv2W31Md0ev8lSX9P+twZ9LeT5LVbQFyj3MvykncGMG3l31vSVo9jpU2PDYYxTHpvjD1uN4TyN5ZJN+93PzamKYpY5T/EIh2is7TRt89Zel2LJn3Vu8OkMukZj3kk9JHk3+czjVAXrfXtM1cH6DOdZXgvM8J9AEBQVPoDIeMqeLRZPpX9N48YHnj4jLf5r01qcSVu+/xnIZuK/5KOqYF/fQi7BgSt9r+iNtbCELDa//vbfqnvb/tlOHMR1f4AAABALrHWgUJSW11t7LOusrmq36uyf4tzS343X5J/ZX87izEa5X8rgO0WYzir70vVHPhLUunx5jHcqv17b2wO/CXpMP8wXlJ6xf+YsubAX5LGDDIO4VXxv0hHJJqRX8X/gLKmFuy2kNeoVtcErEShmh8AEBYq/QGg2Jmq/XO4hb9Vxb/pXKpkr9QY7KQtI36V/fXPSO0C7BogxYL/OUfb93cL+Q+plTZ63dEwA5dL+pl9d7eQ//u6Wvfpf4PPRbHgnxNjAAAAAICTX8V/fEP5nUHfxKu63smv4n9L02N3wxjbLfr0lrTN53jp8VLDMv8xDnpXihoig8M2Sm9bVPz7vdWYQdKqDb5DxIL/zt4dnvk4dVt/N86K/wEuX9uAcuk97yISt2p/Z9B/s+7Xjfqe/1wcWM8AAISNSn+gBXAFPApOVVX6cz6V/W7CqPaXPCr+3ar6W5qp2t9Z2d+SbCr+TVX9h+Su4t9U1f99XR3OXETFPwAAAJArrHWg0Dgr/vtJKXeQ79zdPIZrtf9WpQb+5lu/p1f8b1Fz4C/ZVfN79dme1Ez8Kv4j82MtqP5NzcSv4n/ooFgzeeZjc59JZc2V/V4MFf+faUSiqt+rsv9m3W+eSxMCfwBASyD0B1oIJ8MoOFVVzUF/ltX9oQb/QYL+ltzmP9OwP4xt/iX34D8e9Ie1hb8tl+A/HvSHuYW/LYJ/AAAAIDdY60Chqa2uTgv7k1kH/1uVHvYnsw3+nWF/su0WY2x3aclKZeYM/p1hf8mvzWO4bfPvDPunWczFGfw7w/6hhkp+yTv4PzCp2XAN/suTWnhYxwAAtARCfwBAXgmtoD/M4D8e9Gdb2R9m8B8k6A+r2l+SLg8W9IdZ7Q8AAAAAQEvY3i7WAtvV1IL47OBYC0Pp8f6V/bbBfzzo96rsn2YxlzGD/Cv7bYP/5JDfGfR/zWIeUlPw7x7036jxxpdnUu0PAEDYCP2BFsQV8Cg4WVb4J8u22t8Z9n/5O4GnEjz47/TtWAtD4OB/u+wu+zcII/h/sKkFRPAPAAAAFB7WOlBo3nRs8+/kVu3vDPvfPMDijdyq/Z1hv6nqfLvLc86w3yb496r4/6y8uQXR4d+xFtTEphbETT1jzcQU/I9saj7CDP6p9gcAhI3QH2hhnAyj4OQw+Dft4B9K8J+peNAfVtgfyHalhf2d/xZ82GyDf0fYf9+AiwNPJWjwH41GuRceAAAAkGOsdaDQ2AT/8aDfq7LfOvjfJf/KfpvgPx70ewX8tsF/csjvDPp3/c7/9W7V/s6w/8A/mecxzeU5Z9h/nmEMt2p/Z9g/1DwV1+DfGfZP8h/CK/i/Ud9LNFsE/wCAMJW19gQAAMUnp3egL9krNRquYM9VwF//jNTOcPZoU83f+W/SzmPCmJGZoaL/vgEX6/vvZb69fxCE/AAAAACATL1ZXa1ho0enPJd8E7/DOklvB9mCvz7Aa+NKQ9q+f0e5ZHPuvOt3/msiJb+W2n3Vf4wD/yR98nX/PtMkbTXM5TxJC3yOD+1pcXGApHWGPl+T9ImhzyRJPhs2xoL/IYZBAADILSr9gRzgCngUnBaq9ver6vfSYtv8t1ZFv+s2/9sV2vb9tkzV/iFt4W/Dpto/XtFP4A8AAADkB9Y6UIjerK5WRynRnA7rZHi9W7V/vVIDf5v/azir/UsPzjzwd6v235HFtv1uFf+Nu5vbvqXmMbwq/ru93tyC+E5TC6p/Uwvg+/qlvq/cFj8AAGCD0B/IEU6GUXBCCv5NW/jbCC34z5et++ufUeCgv6W2+c8i7G+pbf4J+gEAAID8xloH2iKr4L9e6WF/MtvgP5uwP9lnB0vby5tbtnb9LjXod7IN/pNDfmfQP9Qi+HdW8jvD/vbmIVy3+XeG/SMsxnFs1OgM+4PcrpD1DgBASyD0BwB4CxL8z5sXyoUDcYGC/z5NLR+UDYq1MIQV/MeD/gCV/WEG/5z4AgAAAABayj+qq4193IL/zvub23vOSv3WENb6QnlVrJn4Bv/bmpqBbfDvV9lvG/z3l39lv2Xw71fZn0nwT9APAGhphP5ADnEFPNq8eNCfFPbfVWM+mW4RfZQe9nfzuzlcC3OejEc3hzNukOC/bGes5YH79P+3d+fxUZV3///fkwBJ2JUtCeROkC8qbURs0kqRFiqbQJFbLXXhJ+ACtwKWxY31Jy6Y1moKyAMKalMBK/Z25Vu5FWgJ6E+0SSC9QRRcUChIURTCUiAk5/dHmGFmcmbOmczJrK9nH+cBOXPmmiu5PDTX9Z7PNb/VMv1WkuRyuaLcGwAAAAB2sdaBeGQ3+PcO+v1ZBv92bo02+2xc5Md/fSHth6G3IdUP+40T1s+pF/z7hf2pH1q3ESj4zztw/rASLPhve+4I04g339GIN9+xvM5u8M9aBwCgsRH6AxHGZBhxx061vkVVv1PBv61qf6uq/kgH/8Heee9U8B8Kd9DvHfY/bmNCbUNDqv29w35vTIYBAACA+MFaBxJNsJ37vUU0+A+2vmA3+HcH/YEq+20H/0Eq++0G/94hv3/Qn92A4L+tfMP+bOsmzKr9/cP+A/q+ZTME/wCAWEDoDwCwZhbom1T1B9Oowb9ZVX8wkQj+7W6z50Twb6fa36qqP8LBf6CwHwAAAACASDCr9vcP+zu0sW7HNPhP9TrsCBT8p3Q8f1gJFvxnDK87wtXse3WHlWDBf+r+usOK3eC/rQJX9tsM/t1Bf6DKfoJ/AEA8IPQHooB3wCMueYf8NoN+f44G/6EG/f4aK/h36jP1QmUW/JtV9QfjUPAfTChhPxNhAAAAIH6w1oF4tLW83BP0B6rstx38Bwr6f2SzM232+Yb8/kF/7UnrNpr9wPdr/7Df1cK6DbNqf/+w386OAP7Bv3/Yn25jR4BAwX+nb88flm0EeWz/uSNMoRY2sN4BAGgMhP5AlDAZBhrmrQN1R0xxB/0NDfud2ua/5QehB/3+HAj+zar9G1rZz0QYAAAAiB+sdSAZHW9SdwRlFfw3U/DPqXezE/xLUvqQwJX9doN/d9AfqLLfbvAfrLLfbvDvHfL7B/2tGhD8+4X9//fWn1g2YVbtzy6GAIBYQugPRBGTYSSjhlb7+4f9x65woDPhVvufLqs7nBB28H/q3BEblnW5yzP5DXcCTPAPAAAAxA/WOhBvtpts8+/PrNrfP+z/uJ1FI2bBv3/Y367Csi8Bg//ak/bfFBCMq4W9NwZYCuXzDQJI31t3WLEb/Aep7Lcb/LPWAQCIVYT+QJQxGUYyCiX4D1bZH5Xg3x30e4f9J/7bgY6ogcG/X9ifbmOBwEqY1f4z//mKZv7zlfD7AQAAACAusdaBeGM3+HcH/YEq+20F/80UvLLfbvDvf3g7+2Xw55uF+v5h/5md1v0wrfb3D/uPBW/DrNrfP+xvsdu6L4GC/4wz548wZOtDZcvGzgQhIPgHADiJ0B8AEBVWwb/dbfwjFvxbVfU7FfzbFqSyPwrBvzvo9w77Z+qJ8PtxDhNhAAAAAEC0ND13hCVFzqzGGyfsba1/9ovgj7tD/mCV/baD/1QFr+y3Efy7g/5Alf12g3/vkN8/6P9p8ODfrNrfP+z/L91v3Q8AAKKA0B+IAbwDHsnKLPi3G/Y7ziz4N6vqD8aJ4N+y2t/mNv4RCv6tqvoJ/gEAAIDkxFoH4o1Ztb9/2H+xjV3v61X7+4f9P7DRGbNqf/+wv6HBf2oH3yMcjn0UgANcZ+sOKzaCf3fQH6iy38ngn7UOAIBTCP2BGMFkGMlqYUW5J+hvaNjvSLW/VBf8hxr0+2u04N9m2O80k+DfrKo/GIJ/AAAAIDmx1oF4s7283BP0B6rstx38B6vstxv8u4P+QAG/3eA/WMhvFfybVfvXC/trrPthVe1v+bjMq/39w/6mR6zbMQn+i1au9xx56mbdhoNY6wAAOIHQH4ghTIaBhgs3+M8fXnfEDGO/zgf9DQz7naj2l6THD4Qc9PtzMvgHAAAAED9Y60C82WpS8R+KJkbdYSlY8N/q3BGuJnl1hxU7wb/VRwFEMvh3B/2BKvttBv/eQb8/q+Cfbf4BALGG0B+IMUyGkYx2fRXehNqtIcG/f9iff9vH4Xck3Gr/k2vrDieEG/yPqa07AAAAAKCBWOtAvLEK/s2q/f3D/k/b2ngh/+DfP+zvamONwqzav0mub9hf87V1O4F2AXAfZh8VEJLm5w4rQYL/2uZ1R7ieaFZ3WCD4BwDEE0J/IAYxGUYycir4tytYZX9Ugn930O8d9p9YGX4/pIYF/35hf5GuDLsb4Vb7G4Yhw7BTLgEAAAAg1rDWgXhjJ/h3B/2BKvttB//BKvvtBv9N8urC/kDsBv/BPgrAMvg3q/b3D/sbsCOAf9ifftC6CbNqf7+wf2b3QZbNmAX//1CZ5+it/tZ9CcC9zsFaBwDACYT+AICEYlXtH9Ft/O0E/1ZV/U4F/3YFqeyPRvDPBBgAAAAAEC1mwf+nXke48jvXHZaCBf8ZH9cd4TJOmO8a4M9W8N9cwSv7bQb/wSr77Qb/7qA/QGW/3eDfO+j3Zzf4917jYJ0DAOA0Qn8gRvEOeCSjxtzmP9Sw35Fqf8k8+Der6m9sVtX+EdzG307wzwQYAAAASDysdSAebS0vDxj017a0fr5Ztb9/2J/f30ZH/IN//7C/ySvWbZhV+/uH/Y4E/+Gqka03BgQL/k91rDvCVHvuf1aCBf+scQAAIoHQH4hhTIaRjJwM/t1Bf0Mr+x0N/sMJ+htzm/8Qw34nqv0l8+Cfd7sDAAAAiY+1DiQau8G/O+gPVNlvO/gPVtnf5A3rNmq+Ph/0Bwr4ww7+jwV5zNORAOe8zqccsG7GP/j3D/vvtW7CrNrfP+wfoV9atuMf/LPGAQCIJEJ/AEDMCTf43/XRBu36aINDvQlT14/tff6eFSeDf3fQ38DKfieDf4J+AAAAAECsqzLZ5t9boOC/24fnj7DlnTvCcaq07ghXzdfmuwb4sBv8ex8m7Ab/wSr7bQb/tV7/MxNK8M86BwAg0gj9gRjHO+ABe9xBv3fY/8e/hh/8N7ja3z/sz7PYXt+OcIP/AyPqjhjwuHG/Hjfuj3Y3AAAAAEQBax2IR3aCf++Q3z/o3/5369cwrfbPk2/Y39u6nXr8w347uxCaVfv7h/2n63++va9Awf8xr8OGQMF/yunzh5Vgwf8nn9YdYXpfpXpfpZIkl8sVdnsAAISC0B+IA0yGkYzsVPubBf3+Ihr8u4P+QJX9TgT/oXIH/d5h/4IuYTfb0Gp/wn4AAAAAEmsdSCxVkyeravJky+tsB/95Cl7ZbxX8N3njfNAfqLLfbvDvDvoDVfbbCv79D//HbUg54Bvy+wf9F1r1Q/WDf7+wf7a6WTZhVu3vHfYDABAtTaLdAQAAAtn1VbkuySr0PRcr2/Z7c2L7frtOrJRa3Br8GjvV/Au6SFP/GVZXinSlZuoDy+sI+QEAAAAAiaCqvFytC8+vU/gH/RUrJ6vg1sVB29j+d+myH9U///LJ83+/NKxeSuosKeWw9FG7hrdRe9L6GivuNwqkdrC48JikVuG/3oVl0rc/DH7NvZLuClzVP1vdNF+fBW1ihH6p2Zpo2R2Xy8U2/wCAiCH0B+JEQUGBKiqiUCUMRNmur8qlI0fCauOPf92gcQMGhtVG/m0fa0eJ37S7IWF/XoX0RZgVLWbBf4xs2++NsB8AAABAMKx1IB5VlZdLf/xjwMftBv+78gM//nFH6dJDFh3pLel9r69zJNVK+tbrXA+L4P/kWqn5MN9zDQn7T5dJaV5hu/+uADVfOxT8H5Zk8UaGQMH/UoumbbIT9nsj+AcARArb+wNxhK3vgIZzbJt/qy387XBim/8TK8237g9FI23zzxb+AAAAAOxirQOJqGJlkK3+p547LHzc0cYL9VZd2J8T5Joeh4O3cXJtXdDvPhrqdFnwjwEIdN6Hna3+Lb4fqS74Xyrfw9vl/yfo0822+Z+tiSEH/gAARBKV/gCA2Ne2bdjV/lJ4Ff/vnHun/AVh98IBxgnn2nJom3/D+KlDHQIAAAAAIMaNGxe02l8yqfif6vv4JQOlXRb1CYEq/m/KO//31fuDtyHJvOK/pXd4/op09gYbDQVgd50iWMW/uw1XmNv8H7TY3t/t8v8j/SP4Nv/SkPD6AgBABFHpD8QZ3gGPpNW2bcRf8p1vzx9u3/V0qPGGVPsbJ3wn0q2HO9OXMCr+DeOnBP4AAAAAwsJaB+LSuHGWl1SsnBy0sv8SG3UJH3esC/m9D283XWXdhqS64L+l1+GvySs2G/Liv05R/aH1c/wr/v3bMA7aeGGT/h/8oW/gf4eNZkwq/nuryOvob6ORwAzDYGt/AEDEhBX6FxUVyeVyaerUqZ5zx48f1+TJk9WlSxdlZGSoR48eWro0+AfmVFdX65FHHlG3bt2Unp6uyy+/XG+99Va965YsWaKuXbsqPT1dBQUFeuedd3weNwxD8+bNU3Z2tjIyMtS/f399+KGNXzSAOMNkGEnLgeDfzjb//kG/v4gH//4TYG9OBf8hcAf9hP0AAAAAnMJaBxLOuHG23hgQLPi/5L66w4pl8F9w7rBiJ/h3r1EEWqewG/wHa8Nu8O8O+gNV99sM/r2Dfn8NCf4J+wEA0dDg0L+srEzLly9Xz56+yce0adP01ltvadWqVfroo480bdo03XPPPXrjjTcCtjVnzhwtW7ZMTz/9tHbu3Km77rpL1113nbZt2+a55qWXXtLUqVM1e/Zsbdu2TT/5yU80dOhQ7d2713PNE088oeLiYi1evFhlZWXKzMzUoEGDdOyYnc8CAgAkC7Pg36yqPxjHgv9ggk2AvTkR/Nuo9ifoBwAAAADAi1mo7xf2VzxdbtmMf/DvH/a/aOOj5E2Df/+w/z+t2zEN/k+/cv44U79YLyRn/l53WAkW/J+5uO4I06P/+B89+o//sbzOTvDvDvoJ+wEA0dKg0P/48eMaPXq0nnnmGV1wge+nG2/ZskVjx45V//79lZeXpwkTJujyyy9XeXngX25WrlypWbNmadiwYbrooot09913a8iQIXrqqac81xQXF+uOO+7QnXfeqR49emjBggXKycnx7CJgGIYWLFig2bNn6/rrr1d+fr6ef/55nTx5Un/6058a8m0CMY13wCNpObTN/x//uiHkoN+fI8G/WbW/3bDfaSbBP1X9AAAAACKFtQ7EJXfIH6Sy327wH6yy307wf0Pvc3+5QoEr+//Tuh01ecU36PdnFfybVfv7h/2nSq374R/8+4f9F35u3YZJtb9/2D9cv7Bsxiz4J+gHAMSSBoX+kyZN0vDhwzVwYP29h/r27as1a9Zo//79MgxDGzdu1O7duzVkyJCA7Z0+fVrp6ek+5zIyMvTuu+9Kks6cOaOKigoNHjzY55rBgwfrvffekyTt2bNHBw8e9LkmLS1N/fr181xj9rpVVVU+BxBPmAwjaYUb/Ldt69ibBxyRV2G9PZ4Vp7b5X9CFoB8AAABA1LDWgWRU8XS5rTcGBAv+V+6Uln/sQGdyzh1W7AT/7qA/UGW/3eA/WGW/zeDfHfQHquy3G/wT9AMAYlXIof/q1au1detWFRXV/3wbSVq0aJG+973vqUuXLmrWrJmuueYaLVmyRH379g3Y5pAhQ1RcXKxPPvlEtbW1Wr9+vd544w199dVXkqRvvvlGNTU16tSpk8/zOnXqpIMH697t5/4z2DX+ioqK1KZNG8+Rk2PntxkgtjAZRtJqSGjvF/Z/tsd6Qm0l7Gr/Q3PrDieEGfwbUy6SMeUiZ/oCAAAAAA3EWgcSkVmo7x/2V9wRevC/cmfdEZL/NDnnH/ZfaqMd0+D/La8jTK5udYeVIMH/jF/9TTN+9bewu7LF2Kgtxsaw2wEAoLE0CeXiffv2acqUKVq3bl29yny3RYsW6f3339eaNWuUm5urzZs3a+LEicrKyjLdGUCSFi5cqPHjx+vSSy+Vy+VSt27ddNttt6mkpMTnOpfL5fO1YRj1ztm5xm3mzJmaPn265+uqqiqCf8SlgoICVVSYbBEOoE6QNwh8tqdc3boWhtX8dz2lC/43hCeYhfwtRkkn/jusfkiqC/6r3gzpKQT9AAAAAGINax1IRHaq+SvuKFfBc8HXKV6cKJ2dHPjxw3uk5t0tXug/JVndYpdKsto94MxbUrMAj7nekYyfBH/+qVIpvb/f8/yC/mb7pTOdg7dz4efSt+fXN/yD/hNKUwudDtrEcP1Cb+pln3ME/QCAeBFS6F9RUaFDhw75vNu2pqZGmzdv1uLFi3X06FHNmjVLr732moYPr6s27NmzpyorK/Xkk08GDP07dOig119/XadOndLhw4eVnZ2tGTNmqGvXrpKk9u3bKzU1tV7F/qFDhzyV/ZmZmZLqKv6zsrJMr/GXlpamtLS0UH4EAIBY0ratdORI8MdtiFjwb1XR71TwbxNhPwAAAAAA8eXDpXV/XhIk9LfS5lw939FwO/Mf5/4032i3jt3gP+OO4NfYDP5n/D9fBHzYbvA/x5gU/HUAAIhBIW3vP2DAAG3fvl2VlZWeo7CwUKNHj1ZlZaVqampUXV2tlBTfZlNTU1VbW2vZfnp6ujp37qyzZ8/qlVde0ciRIyVJzZo1U0FBgdavX+9z/fr169WnTx9JUteuXZWZmelzzZkzZ7Rp0ybPNUAiY+s7JC2zYN9vG/9IMd3q3719v90t/FuMCr8jFtv8s40/AAAAgHjAWgeSldk2/x8uPR/4S9Ku7wdvo9pkx/s26ecDf0lqc5WNzpht8/8fOh/4S1KmRRuud8zPn9l5/gjXjIvqjjDMMSYR+AMA4lZIlf6tWrVSfn6+z7kWLVqoXbt2nvP9+vXT/fffr4yMDOXm5mrTpk1asWKFiouLPc8ZM2aMOnfurKKiIknSBx98oP3796tXr17av3+/5s2bp9raWj3wwAOe50yfPl233nqrCgsL9eMf/1jLly/X3r17ddddd0mq29Z/6tSpevzxx9W9e3d1795djz/+uJo3b65bbrmlYT8dIM6w9R2SlgMBvxPV/tK5iv8NNgP+QJyo+DfZ5p+gHwAAAEC8Ya0DyarijnKlFwZfp9j1femSDwM/Xv251P57wV+nzVXS0f/PojOXSjppcU2mrCv+T7cL/PjRe6U2TwV/DbNqf7+g/9ddrtaMf/pu7e/NrNqfoB8AkAhCCv3tWL16tWbOnKnRo0fr22+/VW5urubPn+8J5yVp7969PrsBnDp1SnPmzNHnn3+uli1batiwYVq5cqXaeoU4N954ow4fPqxHHnlEX331lfLz87V27Vrl5uZ6rnnggQf073//WxMnTtR3332nK6+8UuvWrVOrVq2c/jaBmMVkGGi4cIP/Cw452BkntB4u47aPot0LAAAAAAgLax1A6Jp8fO4vFqG/JXfG/kkYbbiX54PvrG8/+J8e/OMC7AT/RcadFp0BACC+uAzDMKLdiVhRVVWlNm3a6OjRo2rdunW0uwOEhckw0HChBv+mYf//hlntL4VV7U/YDyAS+P0ZAGIf/1Ynr+rqaq1du1bDhg1T06ZNo90dR7DWYU9tba0OHDig7Ozseh/DivhjVe0vna/2r67J0LrPX9SwmpvVVP/2PN72euvXqVft39nkIjvBv3e1v1kt3jdBqv3dzIL/Sq+gf4V1E4FC/0QN+xPx33zYw9g7j9+fEa/4rQ9IUHzuHdD4LjgUpLq/56Phv0CLUSFdbtz2kecAAAAAgETDWgeS0anycstrdn2/rrK/SYBQ/sir1q/T5irVBf3uw0x363aUqbqwP9Dmu+0PW7dx9N66kN/78DbGuolfd7na5+si486EDfwBAJAaYXt/AADindU2/xHdxr/FKMuKf0J+AAAAAAAS16nyctOKf583BHwZfEeAI68Grvi//9yfcxrYP4/Mc39+ZnFd+8OBK/5bjrP3WmNkWfH/6y5Xy9h3kb32AACIc1T6AwmMd8ADDffZnvrvpA9a2W/GiWp/ybTin6p+AACAxlFUVCSXy6WpU6d6zh0/flyTJ09Wly5dlJGRoR49emjp0qVB26murtYjjzyibt26KT09XZdffrneeuutetctWbJEXbt2VXp6ugoKCvTOO+/4PG4YhubNm6fs7GxlZGSof//++vDDDx35XoF4xFoHktWp8vJ6h7eKXOsdAfwr/u/X+cBfkh7Ls9ERs2r/TJ0P/CWpm412/Cv+W47zDfwvW2LdRoCKf2PfRZ4DAIBkQegPJDgmw0DDfban3BP0N7i638Hgf8Dtswj6AQAAGlFZWZmWL1+unj17+pyfNm2a3nrrLa1atUofffSRpk2bpnvuuUdvvPFGwLbmzJmjZcuW6emnn9bOnTt111136brrrtO2bds817z00kuaOnWqZs+erW3btuknP/mJhg4dqr1793queeKJJ1RcXKzFixerrKxMmZmZGjRokI4dO+b8DwCIE6x1AOYqczZZXnPk1fphvzfbwX+m6of93uwG//5hvzebwb93yE/QDwBIVmzvDwCAmcvObYv3eXS7IUkDbjz/NvqBrpXaYNwaxd4AAAAkpuPHj2v06NF65pln9Nhjj/k8tmXLFo0dO1b9+/eXJE2YMEHLli1TeXm5Ro4cadreypUrNXv2bA0bNkySdPfdd+vtt9/WU089pVWrVkmSiouLdccdd+jOO+s+Y3jBggV6++23tXTpUhUVFckwDC1YsECzZ8/W9dfX7cn8/PPPq1OnTvrTn/6k//qv/6r3uqdPn9bp06c9X1dVVUmq23mguro6jJ8Q4o17vBN13Gtra6PdhZjl/tnwM0o+7jGvVkb9B9PO/zXF4p+FxztLj+41f2zuf9T9+ejOBnTQ26l77F132TLpwztNHzr6/+ZJStx/50KR6P/mIzDG3nn8LBGvCP2BJFBQUKCKiopodwOIfZfV//y78oukwnCD/56PSv87N+SneYf93gj+AQAAnDdp0iQNHz5cAwcOrBf69+3bV2vWrNHtt9+u7OxslZaWavfu3Vq4cGHA9k6fPq309HSfcxkZGXr33XclSWfOnFFFRYVmzJjhc83gwYP13nvvSZL27NmjgwcPavDgwZ7H09LS1K9fP7333numoX9RUZEefvjheufXrVun5s2bW/wUkIjWr18f7S4gSg4ePBjtLiBK1qf+of7Js+f/+r211m28GOiBHRaPe3MFeczkfQkBFZq/w2Dt2nDfeZB4+Dc/eTH2zjl58mS0uwA0CKE/kCQI/oEATIJ+f5EM/gMF/QAAAGg8q1ev1tatW1VWVmb6+KJFizR+/Hh16dJFTZo0UUpKip599ln17ds3YJtDhgxRcXGxfvrTn6pbt27661//qjfeeEM1NTWSpG+++UY1NTXq1KmTz/M6derkCercf5pd8+WXX5q+7syZMzV9+nTP11VVVcrJydHgwYPVunVri58EEkl1dbXWr1+vQYMGqWnTptHuTqOprKyMdhdiTm1trQ4ePKjMzEylpPDprsnEM/a/+Y1+MLvS8vonB1teYslWxf9HNqv6LRy94THri5JUsvybj/oYe+e5d8oC4g2hP5BECP6Bc2wE/ZEWathPtT8AAIAz9u3bpylTpmjdunX1KvPdFi1apPfff19r1qxRbm6uNm/erIkTJyorK0sDBw40fc7ChQs1fvx4XXrppXK5XOrWrZtuu+02lZSU+FzncvmWQRqGUe+cnWvc0tLSlJaWVu9806ZNWQhOUok+9oTagaWkpPDzSSbjxklpadLcuUo5c0b/O6ObCn6zI+hTZq6X5g+rf37qvvN/X5AT/GX/Hew/scpzfzatCd6IBeOmJ8N6fjJJ9H/zERhj7xx+johXhP4AgOQQZtDfWNX+4VT2E/wDAACEr6KiQocOHVJBQYHnXE1NjTZv3qzFixfr6NGjmjVrll577TUNHz5cktSzZ09VVlbqySefDBj6d+jQQa+//rpOnTqlw4cPKzs7WzNmzFDXrl0lSe3bt1dqamq97bcPHTrkqezPzMyUVFfxn5WVZXoNkOwocEBSGzcu6MMVD+ZbBv+z10onLgv8+NR9wYP/xy6T5mz3O1np93X1U1LTe4P2wwxhPwAA9vFWTyDJeC9kAUmhtLTucED5RQ400vNRDbixu+cI10DXSgc6BQAAkLwGDBig7du3q7Ky0nMUFhZq9OjRqqysVE1Njaqrq+tVy6ampqq2ttay/fT0dHXu3Flnz57VK6+8opEjR0qSmjVrpoKCgnqfv7p+/Xr16dNHktS1a1dlZmb6XHPmzBlt2rTJcw0A1jqABnv23GHBu/LfzGOXqS7odx9mqp+y16ebn5Jx05ME/gAAhIhKfyAJ8S54JAX/oP/pJ6V77gu72XAq/jN7vHjub9Vh9wMAAADOaNWqlfLz833OtWjRQu3atfOc79evn+6//35lZGQoNzdXmzZt0ooVK1RcXOx5zpgxY9S5c2cVFRVJkj744APt379fvXr10v79+zVv3jzV1tbqgQce8Dxn+vTpuvXWW1VYWKgf//jHWr58ufbu3au77rpLUt22/lOnTtXjjz+u7t27q3v37nr88cfVvHlz3XLLLY39owHiCmsdSEp//GPDqv39gv4WU6QTC4O/lFnF/5z/9voiXdKp4G0ErPi/2fcNAS6XS4ZhWDQGAAC8EfoDSYrJMBJWsKp+h4L/UJwP+s/7UE31fQeDf7b5BwAAaFyrV6/WzJkzNXr0aH377bfKzc3V/PnzPeG8JO3du9dnN4BTp05pzpw5+vzzz9WyZUsNGzZMK1euVNu2bT3X3HjjjTp8+LAeeeQRffXVV8rPz9fatWuVm5vrueaBBx7Qv//9b02cOFHfffedrrzySq1bt06tWrWKyPcOxBPWOpCU7Ab/3YNv8283+G/5fpAL7Ab/YyyuEcE/AAChIvQHACQGu1v4OxD826n2Nwv7vRH8AwAAxK5Sv98tMzMzVVJSEtJz+vXrp507d1q+1sSJEzVx4sSAj7tcLs2bN0/z5s2zbAsAkKSCBP8td5wL+8P8hMGW6TYvDBb82wj7vRH8AwBgX4r1JQASFZ95h4RQWmo/8Hd7OvzPhSu/qP65zB4veg47PlTTsPsBAAAAADiPtQ4krT/+0efLljt2nA/8Je16zbqJFlPqn2uZ7hf497fRF/83CIxRyIE/AAAIDZX+QJJj6zvEpVBD/kZSfpH08zR7AX8gTlf8AwAAAECyY60DSWvpUunAAbUIsNPMrtekS64L3kSLKZJrmcXr9JdUanFNuqRfWlwDAAAcQ6U/AN4Fj+QUZrV/YdorKkx7xaHOhGeDcStb+wMAAACAF9Y6AHPBKv5vfrXuCFfvX/ZX71/2D6sNwzDY2h8AgBAQ+gMA4k///s60E2Lw7w76vcP+g2oWdjcaus0/YT8AAAAABEbwD5jzD/79w/6bOthopH/9U/5hf29bnwXgi7AfAICGIfQHIImJMOJQBIN/q6r+SAf/hP0AAAAAYA/rHUhGJzZtsrxm12vBK/vtBv/uoD9QZb/d4J+wHwCA8DSJdgcAxA4+8w5xp39/qbQ0/HaeflK65z6fU6Fu3X9QzZSpM2F140M11fdVHfBxgn4AAAAAAGDH8fJytSwsrHd+mleu3iaM9ud3XCJJ+r/6cxitiKAfAACHUOkPwAfvgEfccbDi32z7/lA0VsU/lf0AAAAA0HCsdSBZHS8v1zRDPoe3oxbPN6v2n99xiSfwl6QR+qVlP8yq/ansBwDAWVT6AwCSXmGeu8q/YWG/0z5UU31l3BTtbgAAAABAwmB3QySbK1LrV/mbOargFf83dZAucy0JckVd8G9V8d9b/bXF2GirTwAAIHSE/gDqYSKMuNPAbf7Ph/3nvHyD9Ivwgv9wt/kn7AcAAAAAAOHomdrP8/e/VEo/7xX8erPgf7Xr/Nrgaknz9UGD+0PYDwBA42N7fwCm2PoOcSeEbf4L8+6rH/i7vXxD2F0JdZv/r4ybPAcAAAAAoHGw1oFEdUVqoa5ILfQJ+739pdK6jaOqC/rdh7/ZujLo8822+d9ibCTwBwAgQgj9AQTEZBhxxyL4Dxr2e4tQ8E/QDwAAAACRxVoHEknBwkIVLLS3jX8wfVzL1ce13PI6O8G/O+gn7AcAILLY3h8AkFhMtvq3FfQ3ArOt/gn5AQAAAABAOPyD/pRiqXZ68OeYbfPvH/Q/qgrNVfA3xszWlfW2+p9l3B38xQEAQKMj9AcQVEFBgSoq6m/pBcS0/v1V+EWY73R/+QbpF6+E3ZWDaibDuD7sdgAAAAAAzmCtA/EqWFV/SrGkqcGf/5dK6fErglf02w3+DeMHwV8MAABEFNv7A7DE1neIJy0LC9WyMPyt7SSFvc2/YVxP4A8AAAAAMYi1DsSTDoWF6mBjrSNlceDHUq/4QKlXfBD4ApsM4wcE/gAAxCBCfwBA3HMH/d5h/8e/cKjxBgT/hP0AAAAAEPsI/hHr/MP+vStDb8M/7J+ryy2f86jq74RB2A8AQGwj9AdgCxNhxCKrqn7Hgn+bCPsBAAAAIL6w3oFY4w76A1X22wn+UxYHr+y3G/y7g37CfgAAYl+TaHcAQPzgM+8QCxzbuj8UL98g/eKVgA8T9AMAAAAAgIbK9FrrqHGgvTb/8Q9J3wW9Zq4u16P6h+ljc4zxDvQCAABEEpX+AELCO+ARDWbb99vVmNv8U9kPAAAAAPGPtQ5EQ2ZhoefwlmrjuWbV/q68z86F/efMbW/Zjn/F/xxjPIE/AABxitAfAJDwHA3+/3yKsB8AAAAAEgzBP2KJ3eDflfeZ5zBlM/gn7AcAIP4R+gMIGRNhRNrx8vKw2wg7+K99oe6Q5PrvP4XdHwAAAAAAkLwOWqx1BAr+cw+dP8JlGD+SYfwo/IYAAEDUEfoDaBCCf0SaE8F/yNxB/7mw3xvBPwAAAAAkFtY6EGl2gn/vkL9e0H9PN+sXMan2J+wHACDxEPoDaDAmw4g3tqr9gwT9AAAAAIDExloHYsWpc4cl28H/lYT9AAAkMEJ/AEDcaLRt/hsY9FPtDwAAAAAAwuFf7e8f9n/a0UYjgYL/R7udPyS5XK4G9REAAMQ+Qn8AYeEd8Ig0x4J/hyr6Cf4BAAAAILGw1oFIO1heHrSy33bw/8TldX9/4nJP0O+P4B8AgMRE6A8gbEyGEU+Ol5c78sYBbwT/AAAAAJBYWOtArAka/L/1Tt1hE8E/AACJh9AfgCOYDCOSGhLa+4f95Rdd4mSXAAAAAAAJhrUORNIRG2sd9YJ//7B/2VvOdgoAAMQNQn8AjmEyjEiyG/wHq+x3Mvin2h8AAAAAEg9rHYgk28F/iJX9Zqj2BwAgsRD6AwASkt1t/An+AQAAAADBEPwjVtSeOyzZrPgn+AcAIHEQ+gNwFBNhRJJZqG837AcAAAAAAIg1ZtX+/mH/7jE/sW5oRXg7AQAAgPhC6A/AcQT/iCR3yB9O2O9ktT8AAAAAIPGw1oFIOlJe7gn6A1X2OxX8U+0PAEBiIPQH0CiYDCPehBv8G6NukTHqFod6AwAAAACINax1IK6c+kndYQPBPwAA8Y/QH0CjYTKMeNOQ4J+wHwAAAACSB2sdiJQqG7sZBqz2P33N+b8vd6hDAAAgphH6A2hUTIaRqAj7AQAAACA5sdaBSLEd/Lur+r3Dfm8E/wAAJLwm0e4AAACxpPyiS1T4+a6AjxP0AwAAAACASKkqL1frwkLT8x5b6z9ul2EYDX4uAACIHVT6A2h0vAMe8cZsm38q+wEAAAAAbqx1IJKqysvrHd7Kf2C9I4B/tb9hGAT+AAAkEEJ/ABHBZBjxpvyiSzxBP2E/AAAAAMAfax2IJXaDf8J+AAASE9v7AwDgh4UbAAAAAAAQbzZdvkkHDhyod94YT8gPAECiI/QHEDEFBQWqqKiIdjcAUwT9AAAAAIBQsdaBWHR07FE1bdo02t0AAAARxPb+ACKKYBWxpqCggP8uAQAAAAANxpwSsaJXr17R7gIAAIgSKv0BAEmHBRkAAAAAAJAo3Osc1dXVUe4JAACIFkJ/ABHH1neIBoJ+AAAAAEBjYa0D0cBaBwAAcGN7fwBRwaQEkcL2/QAAAACASGDuiUhhrQMAAPij0h8AkJCY/AIAAAAAgETCWgcAAAiE0B9A1LD1HZzG5BcAAAAAEE2sdcBprHUAAAA72N4fQFQxcYET2NYOAAAAABArmJ/CCax1AACAUFDpDwCIW0x+AQAAAACxiIp/NBRrHQAAoCEI/QFEHRNhhILJLwAAAAAgHrDeAbtY6wAAAOEi9AcQE5gIwwoTYAAAAABAvGG9A4GwzgEAAJyUEs6Ti4qK5HK5NHXqVM+548ePa/LkyerSpYsyMjLUo0cPLV261LKtBQsW6JJLLlFGRoZycnI0bdo0nTp1yvN4Xl6eXC5XvWPSpEmea8aNG1fv8d69e4fzLQKIICY78Of+/Dr+2wAAAAAAxCvmtHBjnQMAADSWBlf6l5WVafny5erZs6fP+WnTpmnjxo1atWqV8vLytG7dOk2cOFHZ2dkaOXKkaVsvvPCCZsyYoT/84Q/q06ePdu/erXHjxkmSfve733ler6amxvOcHTt2aNCgQRo1apRPW9dcc41KSko8Xzdr1qyh3yKAKOAd8JBYEAEAAAAAJBbWO5Ib6xwAAKCxNSj0P378uEaPHq1nnnlGjz32mM9jW7Zs0dixY9W/f39J0oQJE7Rs2TKVl5cHDP23bNmiq666Srfccoukuqr+m2++WX//+98913To0MHnOb/+9a/VrVs39evXz+d8WlqaMjMzG/JtAQCiiAkwAAAAAABIJKx1AACASGnQ9v6TJk3S8OHDNXDgwHqP9e3bV2vWrNH+/ftlGIY2btyo3bt3a8iQIQHb69u3ryoqKjwh/+eff661a9dq+PDhptefOXNGq1at0u233y6Xy+XzWGlpqTp27KiLL75Y48eP16FDhwK+7unTp1VVVeVzAIg+JkTJg23tAAAAAADJgrlvcmCtAwAAREPIlf6rV6/W1q1bVVZWZvr4okWLNH78eHXp0kVNmjRRSkqKnn32WfXt2zdgmzfddJO+/vpr9e3bV4Zh6OzZs7r77rs1Y8YM0+tff/11HTlyxPMRAG5Dhw7VqFGjlJubqz179mju3Lm6+uqrVVFRobS0tHrtFBUV6eGHH7b/zQOIGLa9S2xMfAEAAAAAyYj1jsTFWgcAAIimkEL/ffv2acqUKVq3bp3S09NNr1m0aJHef/99rVmzRrm5udq8ebMmTpyorKws050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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 44 + }, + { + "cell_type": "markdown", + "id": "e16da1d67d2cd5de", + "metadata": {}, + "source": [ + "### Tile 11, 12\n", + "\n", + "* all land with some Fraser River proxy" + ] + }, + { + "cell_type": "markdown", + "id": "9bc151b7e5208b24", + "metadata": {}, + "source": [ + "## Row 12 - Neah Bay to Surrey" + ] + }, + { + "cell_type": "code", + "id": "495f75274bfcce7", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:14.404126Z", + "start_time": "2025-09-30T18:45:14.402054Z" + } + }, + "source": [ + "y_min_max = numpy.array([390, 420])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 45 + }, + { + "cell_type": "markdown", + "id": "30bfad814984def5", + "metadata": {}, + "source": [ + "### Tile 12, 0 - Warmhouse Beach & Neah Bay" + ] + }, + { + "cell_type": "code", + "id": "e6bb0c1bc1fdd771", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:15.000545Z", + "start_time": "2025-09-30T18:45:14.454524Z" + } + }, + "source": "plot_tile(tile_x_min_max[0], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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vXvzkJz+JBx98MPr37x979uyJiIiBAwdGaWlp1NXVxeLFi+MLX/hClJeXx4svvhiLFi2KwYMHx+c///nOHR0ACo5AN/0EvgAAAJB6choA0H10qIh/OKqqqmLhwoUxe/bseP3116OioiJuueWWuOKKK5Lz7Ny5s9lo/TfffDMuv/zy2LNnTwwcODDGjx8fmzdvjk9+8pPJeZYvXx4REVOnTm22vVWrVsXFF18cPXr0iO3bt8fq1avjzTffjPLy8vj0pz8dP/vZz6J///6p3k0AuhmBbmYp5AMAAEBqyGlkhlwGAJnU5SL+xo0bmz0vKyuLVatWdWiZ22+/PW6//fZ2l0kkEu22l5aWxm9/+9t25wGADxLoAgAAAPlITiPzFPIByJSUj8QHgHwg0M0+gS8AAAB0jHxG9slnAJAJxYeeBQC6j+rqagFvDnEuAAAA4NDkM3KLcwFAuiniA1AQBLsAALyvsrIyioqKYv78+clpdXV1ceWVV8bw4cOjtLQ0jj/++Fi+fHm767n//vujqKioxeOdd95ptq1TTjkl+vfvH0OHDo3zzjsvnnnmmWbrufjii1usY9KkSSndZwDyk3wGABQmt9MHoNsS5OYHt6EDADJp69atsWLFihg3blyz6ddee208+uijsWbNmhg5cmSsX78+5s6dG8OGDYtzzz23zfUNGDCgRVG+T58+yX9v2rQp5s2bF6ecckq8++67ceONN8aMGTPiz3/+c/Tr1y8532c/+9lYtWpV8nnv3r27uqsA5Cn5jPwgnwFAOiniA9CtCHTzk8AXAMiEurq6mD17dqxcuTJuvvnmZm2PP/54zJkzJ6ZOnRoREZdffnn86Ec/im3btrVbxC8qKoqysrI22x9++OFmz1etWhVDhw6N6urq+NSnPpWcXlJS0u56AOje5DPyk3wGAOmiiA9AtyDYzX8CXwAg3ebNmxezZs2K6dOntyjiT548OdatWxeXXHJJDBs2LDZu3BjPPvts3Hnnne2us66uLioqKqKxsTFOPvnk+O53vxvjx49vc/59+/ZFRMRRRx3VbPrGjRtj6NChccQRR8SUKVPilltuiaFDh7a6jvr6+qivr08+r62tjYiIhoaGaGhoaLe/6fb+9rPdDzLHOS88znlq1dTUZLsLh9TU1NTs/zS3devWOPnkk7PdjZTzt1548u2c50s/obMU8QHIWwr3AAAcrqqqqnjiiSdi69atrbYvW7YsLrvsshg+fHj07NkziouL4957743Jkye3uc4xY8bE/fffHyeeeGLU1tbGnXfeGWeccUb88Y9/jNGjR7eYP5FIxIIFC2Ly5MkxduzY5PSZM2fGBRdcEBUVFfHCCy/Et7/97fjMZz4T1dXVUVJS0mI9lZWVsWTJkhbT169fH3379j2cw5F2GzZsyHYXyDDnvPA454Vnz5492e5CznrllVey3YW08bdeePLlnL/99tvZ7gKkVVEikUhkuxO5ora2NgYOHBj79u2LAQMGZLs7ALRB8b57MxofMst3YKAQ7Nq1KyZOnBjr16+Pk046KSIipk6dGieffHLccccdERFx2223xcqVK+O2226LioqK2Lx5cyxcuDDWrl0b06dPP6ztNDU1xSc+8Yn41Kc+FcuWLWvRPm/evPj1r38dv//972P48OFtrmf37t1RUVERVVVVcf7557dob20k/ogRI+Kvf/1r1t/LGxoaYsOGDXHWWWdFr169stoXMsM5LzzOedfkw8j7D2pqaoo9e/ZEWVlZFBcXZ7s7Oa07jcj3t1548u2c19bWxuDBg+Uz6LaMxAcgLyjcFw631QcAUq26ujr27t3b7DtGY2NjbN68Oe6+++7Yt29fLFq0KNauXRuzZs2KiIhx48ZFTU1N3HbbbYddxC8uLo5TTjklduzY0aLtqquuinXr1sXmzZvbLeBHRJSXl0dFRUWr64mIKCkpaXWEfq9evXIm4ZpLfSEznPPC45wfvr/NaeRzEby4uDiv+58J3fFvwt964cmXc54PfYSuUMQHIKcp3hcmhXwAIJWmTZsW27dvbzbta1/7WowZMyZuuOGGaGxsjIaGhhaFiR49enTo938TiUTU1NTEiSee2GzaVVddFWvXro2NGzfGqFGjDrme1157LXbt2hXl5eWHvW0Aco+cRuGRzwAgVRTxAchJAl0AAFKlf//+zX6DPiKiX79+MWjQoOT0KVOmxPXXXx+lpaVRUVERmzZtitWrV8fSpUuTy1x00UVxzDHHRGVlZURELFmyJCZNmhSjR4+O2traWLZsWdTU1MQPf/jD5DLz5s2Ln/zkJ/Hggw9G//79k78nPHDgwCgtLY26urpYvHhxfOELX4jy8vJ48cUXY9GiRTF48OD4/Oc/n+5DA0AayGkUNoV8AFJBER+AnCLQ5X2CXgAgk6qqqmLhwoUxe/bseP3116OioiJuueWWuOKKK5Lz7Ny5s9lo/TfffDMuv/zy2LNnTwwcODDGjx8fmzdvjk9+8pPJeZYvXx4REVOnTm22vVWrVsXFF18cPXr0iO3bt8fq1avjzTffjPLy8vj0pz8dP/vZz6J///7p3WkAUkpOAwBIFUV8AHKCQJfWKOQDAOmycePGZs/Lyspi1apVHVrm9ttvj9tvv73dZRKJRLvtpaWl8dvf/rbdeQDIbXIafJB8BgBdVXzoWQAgfaqrqwW7tMvrAwAAgFwkp0F7vDYA6Aoj8QHIOEEMAAAAkG/kMwCATFHEByBjBLt0ltvQAQAAkA1yGXSFfAYAnaWID0BaCXZJFYEvAAAAmSKfQarIZwDQGcXZ7gAA3ZPfhSMdvKYAAABIJ/kM0sFrCoCOMhIfgJQSlAAAAAD5Rj6DdDMiH4COUMQHoMsEumSSoBcAAIBUkM8AAHKV2+kD0GluMUe2eN0BAADQWfIZZIvXHQCHSxEfgA4T7JILvAYBAADoCPkMcoHXIACHw+30AThsggwAAAAg38hnAAD5xkh8AA7JlerkKq9LAAAA2iKfQa7yugTgUBTxAWiTYJd84DUKAADA35LPIB94jQLQHrfTB6AZAQQAAACQb+QzAIDuRBEfAIEuea+6ujomTJiQ7W4AAACQYXIa5DP5DADa4nb6AAXM7eXoTryWAQAACoecBt2F1zEArTESH6DACAzozlzBDgAA0H3JaQAAhUIRH6BACHQBAACAfCOfQSEwKAGAD1LEB+jGBLoUIoEvAABAfpPPoBDJZwDwtxTxAbohwS6FTuALAACQf+QzAADeU5ztDgCQOtXV1QJe+E/+FgAAAPKDfAa8x98BAO8zEh+gG/AFHwAAAMg38hnQkrsLAhBhJD5AXnOlOrTP3wcAAEDukc+A9vn7AEARHyAPCXbh8PlbAQAAyA3yGXD4/K0AFDa30wfIE764AwAAAPlGPgMAoOMU8QFymEAXUsPvyQEAAGSWnAZ0nXwGQOFyO32AHOT2cpB6/qYAAADST04DUsvfE0BhMhIfIEf4Qg7p5wp2AACA1JPTgPSSzwAoPIr4AFkm0AUAAADyTU1NTRQXu9ErZIpCPkBhUcQHyAKFe8geQS8AAEDnVFdXR1NTU7a7AQVLTgOgcCjiA2SQ4j3kBkEvAADA4ZPPAADILPc7AsiA6upqAS/kGH+TAAAA7ZPPgNzjbxKgMBiJD5BGvlQDAAAA+UY+A3KbOwwCdH+K+ABpINiF/CDoBQAA+L/kMwAAcoPb6QOkkNvMQf7xNwsAABQ6+QzIP/5mAbo3I/EBusgXZsh/RuQDAACFRj4D8p98BkD3pYgP0AkCXQAAACAfyWkAAOQ+t9MH6AC3l4Puy982AADQnclpQPfk7xqgezISH+AQfBGGwuE2dAAAQHcipwGFQT4DoPtRxAdog0AXCpPAFwAAyGfyGVCY5DMAuhdFfIC/IdAFAAAA8o18BhChkA/QnSjiA4RgF2hO0AsAAOQD+QwAgO6pONsdAMim6upqAS/QKu8NAABArpLPANrivQGge1DEBwqSYBc4HN4nAACAXCKfARwO7xMA+c/t9IGC4gssAAAAkG/kMwAACouR+EBBcKU60FneOwAAgGyRzwA6y3sHQH4zEh/otnxRBVKluro6JkyYkO1uAAAABUA+A0gV+QyA/KWID3QrAl0AAAAgH8lpAADwvi7dTr+ysjKKiopi/vz5yWl1dXVx5ZVXxvDhw6O0tDSOP/74WL58ebvruf/++6OoqKjF45133mk23z333BOjRo2KPn36xIQJE+J3v/tds/ZEIhGLFy+OYcOGRWlpaUydOjWefvrpruwikCfcXg5IN+8xAABAOshpAOnk/QUgP3V6JP7WrVtjxYoVMW7cuGbTr7322nj00UdjzZo1MXLkyFi/fn3MnTs3hg0bFueee26b6xswYEA888wzzab16dMn+e+f/exnMX/+/LjnnnvijDPOiB/96Ecxc+bM+POf/xzHHntsRER8//vfj6VLl8b9998fH/3oR+Pmm2+Os846K5555pno379/Z3cVyFG+gAKZ5jZ0AABAKshpAJkknwGQfzo1Er+uri5mz54dK1eujCOPPLJZ2+OPPx5z5syJqVOnxsiRI+Pyyy+Pk046KbZt29buOouKiqKsrKzZ428tXbo0Lr300vj6178exx9/fNxxxx0xYsSI5Cj/RCIRd9xxR9x4441x/vnnx9ixY+OBBx6It99+O37yk590ZjeBHOUKdSCbvP8AAACd8X4+Q0wBAMChdKqIP2/evJg1a1ZMnz69RdvkyZNj3bp18fLLL0cikYhHH300nn322Tj77LPbXWddXV1UVFTE8OHD43Of+1w8+eSTybaDBw9GdXV1zJgxo9kyM2bMiMceeywiIl544YXYs2dPs3lKSkpiypQpyXmA/CXQBQAAAPKNfAaQK7wPAeSXDt9Ov6qqKp544onYunVrq+3Lli2Lyy67LIYPHx49e/aM4uLiuPfee2Py5MltrnPMmDFx//33x4knnhi1tbVx5513xhlnnBF//OMfY/To0fHXv/41Ghsb4+ijj2623NFHHx179uyJiEj+v7V5XnrppVa3W19fH/X19cnntbW1hz4AQEb5cgnkIrehAwAA2iOfAeQi+QyA/NGhIv6uXbvimmuuifXr1zf7vfq/tWzZstiyZUusW7cuKioqYvPmzTF37twoLy9vdeR+RMSkSZNi0qRJyednnHFGfOITn4i77rorli1blpxeVFTUbLlEItFi2uHM877KyspYsmRJ2zsMZI1gF8h1Al8AAOCD5DMAAEiFDhXxq6urY+/evc0S1o2NjbF58+a4++67Y9++fbFo0aJYu3ZtzJo1KyIixo0bFzU1NXHbbbe1WcT/oOLi4jjllFNix44dERExePDg6NGjR3K0/fv27t2bHHlfVlYWEe+NyC8vL291ng9auHBhLFiwIPm8trY2RowYcVh9BNJDsAvkE4V8AAAgQj4DyB9yGQD5obgjM0+bNi22b98eNTU1ycfEiRNj9uzZUVNTE42NjdHQ0BDFxc1X26NHj2hqajrs7SQSiaipqUkW43v37h0TJkyIDRs2NJtvw4YNcfrpp0dExKhRo6KsrKzZPAcPHoxNmzYl5/mgkpKSGDBgQLMHkB1+Hw4AAADIN/IZQD7yvgWQ+zo0Er9///4xduzYZtP69esXgwYNSk6fMmVKXH/99VFaWhoVFRWxadOmWL16dSxdujS5zEUXXRTHHHNMVFZWRkTEkiVLYtKkSTF69Oiora2NZcuWRU1NTfzwhz9MLrNgwYL46le/GhMnTozTTjstVqxYETt37owrrrgiIt67jf78+fPj1ltvjdGjR8fo0aPj1ltvjb59+8aXv/zlzh0dIO18YQTynSvYAQCg8MhnAPlOPgMgt3WoiH84qqqqYuHChTF79ux4/fXXo6KiIm655ZZksT0iYufOnc1G67/55ptx+eWXx549e2LgwIExfvz42Lx5c3zyk59MznPhhRfGa6+9FjfddFPs3r07xo4dGw899FBUVFQk5/nmN78ZBw4ciLlz58Ybb7wRp556aqxfvz769++f6t0EukCgC3Q3Al8AAOj+5DOA7kY+AyB3dbmIv3HjxmbPy8rKYtWqVR1a5vbbb4/bb7/9kNuaO3duzJ07t832oqKiWLx4cSxevPiQ6wIyT7ALAAAA5Bv5DAAAMq340LMAdI3fhwMKgfc5AADoXuQzgELgfQ4gNyniA2kj2AUKjfc8AADIf/IZQKHxngeQexTxgZQT7AKFzPsfAOS+ysrKKCoqivnz5yen1dXVxZVXXhnDhw+P0tLSOP7442P58uXtruf++++PoqKiFo933nmn2Xz33HNPjBo1Kvr06RMTJkyI3/3ud83aE4lELF68OIYNGxalpaUxderUePrpp1O2v8Dhkc8ACpn3P4DcoogPpIxgF+A93gsBIHdt3bo1VqxYEePGjWs2/dprr42HH3441qxZE3/5y1/i2muvjauuuioefPDBdtc3YMCA2L17d7NHnz59ku0/+9nPYv78+XHjjTfGk08+GWeeeWbMnDkzdu7cmZzn+9//fixdujTuvvvu2Lp1a5SVlcVZZ50V+/fvT+3OA62SzwB4j/dCgNyhiA90yfuBri94AM15XwSA3FNXVxezZ8+OlStXxpFHHtms7fHHH485c+bE1KlTY+TIkXH55ZfHSSedFNu2bWt3nUVFRVFWVtbs8beWLl0al156aXz961+P448/Pu64444YMWJEcpR/IpGIO+64I2688cY4//zzY+zYsfHAAw/E22+/HT/5yU9SewCAiGiey/C9HaA574sAuaFntjsA5B9f5AAAgHw0b968mDVrVkyfPj1uvvnmZm2TJ0+OdevWxSWXXBLDhg2LjRs3xrPPPht33nlnu+usq6uLioqKaGxsjJNPPjm++93vxvjx4yMi4uDBg1FdXR3/9E//1GyZGTNmxGOPPRYRES+88ELs2bMnZsyYkWwvKSmJKVOmxGOPPRb/5b/8lxbbrK+vj/r6+uTz2traiIhoaGiIhoaGDhyR1Ht/+9nuB5mTL+e8pqYm213oNpqampr9n+7POS88f/udItff30mdfDvn+dJP6CxFfOCwKd4DdEx1dXVMmDAh290AACKiqqoqnnjiidi6dWur7cuWLYvLLrsshg8fHj179ozi4uK49957Y/LkyW2uc8yYMXH//ffHiSeeGLW1tXHnnXfGGWecEX/84x9j9OjR8de//jUaGxvj6KOPbrbc0UcfHXv27ImISP6/tXleeumlVrdbWVkZS5YsaTF9/fr10bdv37YPQgZt2LAh210gw5zzwvP++xeFwzkvHK+88kry397fC0++nPO33347212AtFLEB9qlcA/QNQr5AJB9u3btimuuuSbWr1/f7Pfq/9ayZctiy5YtsW7duqioqIjNmzfH3Llzo7y8PKZPn97qMpMmTYpJkyYln59xxhnxiU98Iu66665YtmxZcnpRUVGz5RKJRItphzPP+xYuXBgLFixIPq+trY0RI0bEjBkzYsCAAa0ukykNDQ2xYcOGOOuss6JXr15Z7QuZkavn3Mj79Glqaoo9e/ZEWVlZFBf7tdZC4JwXpvfPe669v5M+ufqZ3pb370YF3ZUiPtAqxXuA1FHIB4Dsqq6ujr179zb7PG5sbIzNmzfH3XffHfv27YtFixbF2rVrY9asWRERMW7cuKipqYnbbrutzSL+BxUXF8cpp5wSO3bsiIiIwYMHR48ePVqMXNy7d29y5H1ZWVlEvDe6sby8vNV5PqikpCRKSkpaTO/Vq1fOJFxzqS9kRq6c8/fzGQqN6VdcXOw4FxjnvDDlyvs7mZMv5zwf+ghd4RMXSKqurk4+AEgt760AkD3Tpk2L7du3R01NTfIxceLEmD17dtTU1ERjY2M0NDS0KEz06NGjQ7//m0gkoqamJlmM7927d0yYMKHFLUk3bNgQp59+ekREjBo1KsrKyprNc/Dgwdi0aVNyHqB98hkA6ePOJgDZYSQ+IMgFAAC6tf79+8fYsWObTevXr18MGjQoOX3KlClx/fXXR2lpaVRUVMSmTZti9erVsXTp0uQyF110URxzzDFRWVkZERFLliyJSZMmxejRo6O2tjaWLVsWNTU18cMf/jC5zIIFC+KrX/1qTJw4MU477bRYsWJF7Ny5M6644oqIeO82+vPnz49bb701Ro8eHaNHj45bb701+vbtG1/+8pfTfWggr8lnAADQXSniQwET7AJkltvqA0DuqqqqioULF8bs2bPj9ddfj4qKirjllluSxfaIiJ07dzYbrf/mm2/G5ZdfHnv27ImBAwfG+PHjY/PmzfHJT34yOc+FF14Yr732Wtx0002xe/fuGDt2bDz00ENRUVGRnOeb3/xmHDhwIObOnRtvvPFGnHrqqbF+/fro379/ZnYe8ox8BkBmyWcAZF5RIpFIZLsTuaK2tjYGDhwY+/btiwEDBmS7O5A2gl2A7BL4kkt8BwbIf7n0Xt7Q0BAPPfRQ/N3f/Z3fKS0QmTzn8hm5oampKV555ZUYNmyY30cvEM55YWrtvMtndG/59j0ul74DQzoYiQ8FRLALAAAA5Bv5DAAACo3L5qAAVFdXC3gBcoj3ZAAAODT5DIDc4j0ZIHOMxIduyhcqgNzm9+QAAKA5uQyA3CefAZAZivjQjQh2AQAAgHwilwEAAC25nT50A24vB5CfvHcDAFCo5DIA8pf3b4D0MxIf8pQvSgDdg9vQAQBQSOQzALoH+QyA9FLEhzwj2AUAAADyjXwGAAAcPkV8yAMCXYDuzdXrAAB0V3IaAN2XfAZA+hRnuwNA2/w+HEDh8H4PAEB3IqcBUBi81wOkh5H4kIN88QEAAADykZwGAAB0nZH4kENcpQ5Q2HwGAACQr2pqanyfBShQ3v8BUk8RH3KA4j0A7/N5AABAvqiuro6amppsdwOAHCCfAZBaiviQRYr3ALTGZwMAALlMPgOA1vhsAEidntnuABQaX2QAAACAfCOfAcDhqK6ujgkTJmS7GwB5TxEfMkCgC0BHCXoBAMg2+QwAAMgORXxII8EuAF2hkA8AQKbJZQDQVfIZAF2niA8pJtgFIJUEvgAAZIJ8BgCpJJ8B0DWK+JAigl0AAAAg38hnAJAuCvkAnaeID10g0AUgEwS9AACkmpwGAJkgpwHQOcXZ7gDko+rqasEuABnlcwcAgFSQ0wAg03zuAHSckfjQAb5sAAAAAPlITgMAAPKHIj4cBoEuALnALegAAOgI+QwAcoWcBkDHuJ0+tMMt5gDINT6XAAA4FPkMAHKRzyaAw2ckPrTClwkAcpmr1wEAaI18BgAAdA+K+PCfBLoA5BOFfAAA3ienAUC+kM8AODyK+BQ0QS4A+UzgCwBQ2OQ1AMhH8hkAh6aIT0ES5AIAAAD5Sl4DAAC6N0V8CoYAF4DuyNXrAADdn5wGAN2NfAZA+xTx6fYEugB0dwJfAIDuRz4DgO5OPgOgbYr4dEsCXQAKjcAXAKB7kNMAoJDIZwC0rjjbHYBUqq6uFuwCULB8BgIA5C85DQAKlc8/gJaMxKdb8CEPAAAA5CM5DQAA4IMU8clrAl0AaM5t6AAAcp98BgA0J58B0Jzb6ZOX3GIOANrmMxIAIDfJZwBA23xGAvxfRuKTV3yIAwAAAPlGPgMAAOgIRXxynkAXADrObegAALJPTgMAOkY+A+A9ivjkJEEuAHSdwBcAIDvkNQCg8+QzABTxyTGCXAAAACBfyWsAAACpoIhP1glwASB9XL0OAJA+choAkB7yGUChU8QnawS6AJAZAl8AgNSRzwCAzJDPAAqZIj4ZJdAFAAAA8pGcBgAAkCnF2e4AhaG6ulqwCwBZ5HMYAKBz5DQAIHt8BgOFShGftBLoAkDu8JkMAHD45DQAIDf4PAYKkdvpkxY+VAEAAIB8I58BAADkAiPxSSlXqQNAbvM5DQDQknwGAOQ2n9NAoVHEJyUEuwCQP3xmAwC8Rz4DAPKHz2ygkLidPp3mAxMA8ld1dXVMmDAh290AAMgKOQ0AyE/yGUCh6NJI/MrKyigqKor58+cnp9XV1cWVV14Zw4cPj9LS0jj++ONj+fLlh73OqqqqKCoqivPOO6/Z9JEjR0ZRUVGLx7x585LzXHzxxS3aJ02a1JVd5APev0JdsAsAAADkGzkNAMh/PsuBQtDpkfhbt26NFStWxLhx45pNv/baa+PRRx+NNWvWxMiRI2P9+vUxd+7cGDZsWJx77rntrvOll16K6667Ls4888xWt9fY2Jh8/tRTT8VZZ50VF1xwQbP5PvvZz8aqVauSz3v37t2Z3eMDfCgCQPfj6nUAoFDIawAAAPmkUyPx6+rqYvbs2bFy5co48sgjm7U9/vjjMWfOnJg6dWqMHDkyLr/88jjppJNi27Zt7a6zsbExZs+eHUuWLIkPf/jDLdqHDBkSZWVlycevfvWrOO6442LKlCnN5ispKWk231FHHdWZXSSMugeAQuBzHgDojv42p+H7DgB0Pz7fge6uU0X8efPmxaxZs2L69Okt2iZPnhzr1q2Ll19+ORKJRDz66KPx7LPPxtlnn93uOm+66aYYMmRIXHrppYfc/sGDB2PNmjVxySWXRFFRUbO2jRs3xtChQ+OjH/1oXHbZZbF3796O7RwCXAAoMD73AYDuQNEeAAqLz3ygO+vw7fSrqqriiSeeiK1bt7bavmzZsrjsssti+PDh0bNnzyguLo577703Jk+e3OY6//CHP8R9990XNTU1h9WHX/7yl/Hmm2/GxRdf3Gz6zJkz44ILLoiKiop44YUX4tvf/nZ85jOfierq6igpKWmxnvr6+qivr08+r62tPaztd0c+7AAAAIB8JKcBAIXLTwUC3VWHivi7du2Ka665JtavXx99+vRpdZ5ly5bFli1bYt26dVFRURGbN2+OuXPnRnl5easj9/fv3x9f+cpXYuXKlTF48ODD6sd9990XM2fOjGHDhjWbfuGFFyb/PXbs2Jg4cWJUVFTEr3/96zj//PNbrKeysjKWLFlyWNvsrgS6AECEoBcAyD9yGgBAhJwG0D11qIhfXV0de/fubfZm2NjYGJs3b46777479u3bF4sWLYq1a9fGrFmzIiJi3LhxUVNTE7fddlurRfznnnsuXnzxxTjnnHOS05qamt7rXM+e8cwzz8Rxxx2XbHvppZfikUceiV/84heH7G95eXlUVFTEjh07Wm1fuHBhLFiwIPm8trY2RowYccj1dgcCXQDggwS9AEA+kNMAAD5ITgPobjpUxJ82bVps37692bSvfe1rMWbMmLjhhhuisbExGhoaori4uNk8PXr0SBbmP2jMmDEt1vmtb30r9u/fH3feeWeLovqqVati6NChyYsE2vPaa6/Frl27ory8vNX2kpKSVm+z350JdAEAAIB8I58BAAAUkg4V8fv37x9jx45tNq1fv34xaNCg5PQpU6bE9ddfH6WlpVFRURGbNm2K1atXx9KlS5PLXHTRRXHMMcdEZWVl9OnTp8U6jzjiiIiIFtObmppi1apVMWfOnOjZs3nX6+rqYvHixfGFL3whysvL48UXX4xFixbF4MGD4/Of/3xHdrNbEuwCAIfDlesAQC6RzwAADpecBtCddKiIfziqqqpi4cKFMXv27Hj99dejoqIibrnllrjiiiuS8+zcubPFaP3D8cgjj8TOnTvjkksuadHWo0eP2L59e6xevTrefPPNKC8vj09/+tPxs5/9LPr379+lfcpngl0AoKMEvQBAtslnAACdIacBdBddLuJv3Lix2fOysrJYtWpVh5b5oPvvv7/V6TNmzIhEItFqW2lpafz2t79td72FQqALAHSVoBcAyAY5DQAAgIiOD4cnZ1VXVwt2AYCU8b0CAMgUOQ0AIFV8pwC6A0X8bkCgCwCki+8YAEA6yWkAAOng+wWQ7xTx85hAFwAAADqusrIyioqKYv78+clpdXV1ceWVV8bw4cOjtLQ0jj/++Fi+fPlhr7OqqiqKiorivPPOazZ95MiRUVRU1OIxb9685DwXX3xxi/ZJkyZ1dTdz1vv5DDkNAACA1vXMdgfoOEEuAJBJ1dXVMWHChGx3AwBSYuvWrbFixYoYN25cs+nXXnttPProo7FmzZoYOXJkrF+/PubOnRvDhg2Lc889t911vvTSS3HdddfFmWee2er2Ghsbk8+feuqpOOuss+KCCy5oNt9nP/vZWLVqVfJ57969O7N7OU0+AwDIJPkMIJ8ZiZ9HXKUOAGSL7yAAdAd1dXUxe/bsWLlyZRx55JHN2h5//PGYM2dOTJ06NUaOHBmXX355nHTSSbFt27Z219nY2BizZ8+OJUuWxIc//OEW7UOGDImysrLk41e/+lUcd9xxMWXKlGbzlZSUNJvvqKOO6voO5wj5DAAgW3wHAfKVkfg5zgcMAJArXMEOQL6bN29ezJo1K6ZPnx4333xzs7bJkyfHunXr4pJLLolhw4bFxo0b49lnn40777yz3XXedNNNMWTIkLj00kvjd7/7XbvzHjx4MNasWRMLFiyIoqKiZm0bN26MoUOHxhFHHBFTpkyJW265JYYOHdrqeurr66O+vj75vLa2NiIiGhoaoqGhod0+pNv723/iiSeiuNjYkULQ1NTU7P90f8554XHOC1N3Ou9bt26Nk08+OdvdyHnvf4/L9vfJw5Uv/YTOUsTPQQr3AECuUsgHIF9VVVXFE088EVu3bm21fdmyZXHZZZfF8OHDo2fPnlFcXBz33ntvTJ48uc11/uEPf4j77rsvampqDqsPv/zlL+PNN9+Miy++uNn0mTNnxgUXXBAVFRXxwgsvxLe//e34zGc+E9XV1VFSUtJiPZWVlbFkyZIW09evXx99+/Y9rL6k2549e7LdBTLMOS88znnhcc4LU3c576+88kq2u5A3NmzYkO0uHJa33347212AtFLEzyGK9wAAAJB6u3btimuuuSbWr18fffr0aXWeZcuWxZYtW2LdunVRUVERmzdvjrlz50Z5eXlMnz69xfz79++Pr3zlK7Fy5coYPHjwYfXjvvvui5kzZ8awYcOaTb/wwguT/x47dmxMnDgxKioq4te//nWcf/75LdazcOHCWLBgQfJ5bW1tjBgxImbMmBEDBgw4rL6kygcvYGhqaoo9e/ZEWVmZkfgFwjkvPM554XHOC1N3PO9G47evoaEhNmzYEGeddVb06tUr2905pPfvRgXdlSJ+lincAwD5xmh8APJNdXV17N27t9nnV2NjY2zevDnuvvvu2LdvXyxatCjWrl0bs2bNioiIcePGRU1NTdx2222tFvGfe+65ePHFF+Occ85JTnv/drM9e/aMZ555Jo477rhk20svvRSPPPJI/OIXvzhkf8vLy6OioiJ27NjRantJSUmrI/R79eqVsYTr+/mMtpL6xcXF3Sbhz+FxzguPc154nPPC1J3O+5/+9Cf5jMOQye+UXZEPfYSuUMTPEsV7ACCfKeQDkE+mTZsW27dvbzbta1/7WowZMyZuuOGGaGxsjIaGhhYJ6h49erT5O7Bjxoxpsc5vfetbsX///rjzzjtjxIgRzdpWrVoVQ4cOTV4k0J7XXnstdu3aFeXl5YezexklnwEA5DP5DCBfKOJnkEAXAAAAMq9///4xduzYZtP69esXgwYNSk6fMmVKXH/99VFaWhoVFRWxadOmWL16dSxdujS5zEUXXRTHHHNMVFZWRp8+fVqs84gjjoiIaDG9qakpVq1aFXPmzImePZunYurq6mLx4sXxhS98IcrLy+PFF1+MRYsWxeDBg+Pzn/98qg5Bl8lpAAAAZI4ifgYIdAGA7sjV6wB0J1VVVbFw4cKYPXt2vP7661FRURG33HJLXHHFFcl5du7c2anbyT7yyCOxc+fOuOSSS1q09ejRI7Zv3x6rV6+ON998M8rLy+PTn/50/OxnP4v+/ft3aZ9SQU4DAOhu5DOAfKCIn0YCXQCguxP4ApCvNm7c2Ox5WVlZrFq1qkPLfND999/f6vQZM2ZEIpFota20tDR++9vftrvebJDTAAC6M/kMINcp4qeBQBcAAADIN/IZAAAAuaHj94CjTdXV1QJeAKDg+P4DAPlNPgMAKES+/wC5TBE/BQS7AECh810IAPKPfAYAUOh8FwJyldvpd5I3dgAAACDfyGcAAADkPkX8DhDoAgC0rbq6OiZMmJDtbgAAHyCfAQDQNvkMIBcp4h8GwS4AwOER+AJAbpDLAAA4fPIZQK5RxG+DYBcAAADIN/IZAAAA+a842x3IRU8++WS2uwAAkLcUDwAgO+QzAAA6Tz4DyCWK+AAApJzAFwAAAMg38hlArlDEBwAgLQS+AAAAQL6RzwBygSI+AABpI/AFAAAA8o18BpBtivitGD9+fLa7AADQbQh8ASAz5DMAAAC6B0X8NkyYMCHbXQAAAADoEPkMAIDUMCgByCZFfAAA0k7gCwCZo5APAJAa8hlAtijit0PQCwCQOgJfAMgcOQ0AgNSQzwCyQRH/EAS9AACpI/AFAAAA8o18BpBpiviHQSEfACB1BL4AkBnyGQAAqSOfAWSSIj4AAABAN6WQDwAAkH8U8Q+ToBcAIHVcvQ4AAADkG/kMIFMU8TtAIR8AIHUEvgCQGfIZAACpI58BZIIifgcJfAEAUkfgCwCZIZ8BAACQPxTxAQAAAAAA4DAZlACkmyJ+J7h6HQAgdQS+AJAZ8hkAAKkjnwGkkyJ+Jwl8AQBSR+ALAJkhnwEAAJD7FPEBAMgJCvkAkBkK+QAAqSGXAaSLIn4XCHoBAACAfCSnAQCQGgr5QDoo4neRoBcAIHUEvgAAAEC+kc8AUk0RPwUU8gEAUkfgCwCZIZ8BAJA68hlAKiniAwAAABQohXwAAIDco4ifIoJeAIDUcfU6AAAAkG/kM4BUUcRPIYV8AIDUEfgCQGbIZwAApI58BpAKivgpJvAFAAAA8o18BgAAQO5QxAcAIGe5eh0AAADIN/IZQFcp4qeBq9cBAFJH4AsAmSGfAQCQOvIZQFco4qeJwBcAAADIN/IZAAAA2aeIn0YCXwCA1HD1OgBkjnwGAEBqyGcAnaWIn2YCXwCA1BD4AkDmyGcAAKSGfAbQGYr4AAAAAAAAAJAjFPEzwNXrAACp4ep1AMgc+QwAgNSQzwA6ShE/QwS+AACpIfAFgMyRzwAASA35DKAjFPEzSOALAAAA5Bv5DAAAgMxSxM8wgS8AQNe5eh0AMks+AwCg6+QzgMOliJ8FAl8AgK4T+AJAZslnAAB0nXwGcDgU8QEAyFsCXwAAACDfyGcAh6KInyWuXgcASA2BLwBkjnwGAEBqyGcA7VHEzyKBLwBAagh8ASBz5DMAAFJDPgNoiyI+AAAAAAAAZIFCPtCaLhXxKysro6ioKObPn5+cVldXF1deeWUMHz48SktL4/jjj4/ly5cf9jqrqqqiqKgozjvvvGbTFy9eHEVFRc0eZWVlzeZJJBKxePHiGDZsWJSWlsbUqVPj6aef7soupp2r1wEAUkPQCwCZI58BAJA6chrAB3W6iL9169ZYsWJFjBs3rtn0a6+9Nh5++OFYs2ZN/OUvf4lrr702rrrqqnjwwQcPuc6XXnoprrvuujjzzDNbbf/4xz8eu3fvTj62b9/erP373/9+LF26NO6+++7YunVrlJWVxVlnnRX79+/v7G5mhMAXACA1BL0AkDnyGQAAAOnRqSJ+XV1dzJ49O1auXBlHHnlks7bHH3885syZE1OnTo2RI0fG5ZdfHieddFJs27at3XU2NjbG7NmzY8mSJfHhD3+41Xl69uwZZWVlyceQIUOSbYlEIu6444648cYb4/zzz4+xY8fGAw88EG+//Xb85Cc/6cxuAgCQhxTyAQAAgHwjnwH8rU4V8efNmxezZs2K6dOnt2ibPHlyrFu3Ll5++eVIJBLx6KOPxrPPPhtnn312u+u86aabYsiQIXHppZe2Oc+OHTti2LBhMWrUqPjSl74Uzz//fLLthRdeiD179sSMGTOS00pKSmLKlCnx2GOPdWIvM8vV6wAAqSPwBYDMkM8AAEgd+QzgfT07ukBVVVU88cQTsXXr1lbbly1bFpdddlkMHz48evbsGcXFxXHvvffG5MmT21znH/7wh7jvvvuipqamzXlOPfXUWL16dXz0ox+NV199NW6++eY4/fTT4+mnn45BgwbFnj17IiLi6KOPbrbc0UcfHS+99FKr66yvr4/6+vrk89ra2ja3nwkTJkzwBg0AAADkFfkMAACA1OrQSPxdu3bFNddcE2vWrIk+ffq0Os+yZctiy5YtsW7duqiuro4f/OAHMXfu3HjkkUdanX///v3xla98JVauXBmDBw9uc9szZ86ML3zhC3HiiSfG9OnT49e//nVERDzwwAPN5isqKmr2PJFItJj2vsrKyhg4cGDyMWLEiDa3DwBAflFMAIDMMSIfACA15DOAiA4W8aurq2Pv3r0xYcKE6NmzZ/Ts2TM2bdoUy5Yti549e8Zbb70VixYtiqVLl8Y555wT48aNiyuvvDIuvPDCuO2221pd53PPPRcvvvhinHPOOcl1rl69OtatWxc9e/aM5557rtXl+vXrFyeeeGLs2LEjIiLKysoiIpIj8t+3d+/eFqPz37dw4cLYt29f8rFr166OHI60EPQCAKSOwBcAMkdOAwAgNeQzgA4V8adNmxbbt2+Pmpqa5GPixIkxe/bsqKmpicbGxmhoaIji4uar7dGjRzQ1NbW6zjFjxrRY59///d/Hpz/96aipqWlzdHx9fX385S9/ifLy8oiIGDVqVJSVlcWGDRuS8xw8eDA2bdoUp59+eqvrKCkpiQEDBjR75AJBLwBA6gh8AQAAAIB80rMjM/fv3z/Gjh3bbFq/fv1i0KBByelTpkyJ66+/PkpLS6OioiI2bdoUq1evjqVLlyaXueiii+KYY46JysrK6NOnT4t1HnHEERERzaZfd911cc4558Sxxx4be/fujZtvvjlqa2tjzpw5EfHebfTnz58ft956a4wePTpGjx4dt956a/Tt2ze+/OUvd2Q3AQAAAOiEk08+OV555ZVsdwMAIO9VV1cb9AkFrENF/MNRVVUVCxcujNmzZ8frr78eFRUVccstt8QVV1yRnGfnzp0tRusfyn/8x3/EP/zDP8Rf//rXGDJkSEyaNCm2bNkSFRUVyXm++c1vxoEDB2Lu3LnxxhtvxKmnnhrr16+P/v37p2z/MmXChAlGjQEApIjAFwAAAMg38hlQuIoSiUQi253IFbW1tTFw4MDYt29fztxaXyEfACB1BL4t5eJ3YAA6JpfeyxsaGuKhhx6KYcOGdXgAB/mpqakpXnnlFee8gDjnhcc5L0zOe+7IVC7j/e9xf/d3fxe9evXKyDa7Ipe+A0M6eOcFAKBguEASADLj5JNPznYXAAC6BbkMKEyK+DnOaDEAAAAgH8lpAACkhkI+FB5F/Dwg6AUASB2BLwCVlZVRVFQU8+fPT06rq6uLK6+8MoYPHx6lpaVx/PHHx/Llyw97nVVVVVFUVBTnnXdes+mLFy+OoqKiZo+ysrJm8yQSiVi8eHEMGzYsSktLY+rUqfH00093ZRcBAOhm5DOgsCji5wmFfACA1BH4AhSurVu3xooVK2LcuHHNpl977bXx8MMPx5o1a+Ivf/lLXHvttXHVVVfFgw8+eMh1vvTSS3HdddfFmWee2Wr7xz/+8di9e3fysX379mbt3//+92Pp0qVx9913x9atW6OsrCzOOuus2L9/f+d3NEfIZwAApI58BhQORXwAAACgINTV1cXs2bNj5cqVceSRRzZre/zxx2POnDkxderUGDlyZFx++eVx0kknxbZt29pdZ2NjY8yePTuWLFkSH/7wh1udp2fPnlFWVpZ8DBkyJNmWSCTijjvuiBtvvDHOP//8GDt2bDzwwAPx9ttvx09+8pOu73QOUMgHAADoGEX8PCLoBQBIHVevAxSeefPmxaxZs2L69Okt2iZPnhzr1q2Ll19+ORKJRDz66KPx7LPPxtlnn93uOm+66aYYMmRIXHrppW3Os2PHjhg2bFiMGjUqvvSlL8Xzzz+fbHvhhRdiz549MWPGjOS0kpKSmDJlSjz22GOd2EsAALoz+QwoDD2z3QE6ZsKECd6gAQBSpLq62oWSAAWiqqoqnnjiidi6dWur7cuWLYvLLrsshg8fHj179ozi4uK49957Y/LkyW2u8w9/+EPcd999UVNT0+Y8p556aqxevTo++tGPxquvvho333xznH766fH000/HoEGDYs+ePRERcfTRRzdb7uijj46XXnqp1XXW19dHfX198nltbW1ERDQ0NERDQ0ObfcmE97f/wX6MGzeu3eNE/mpqamr2f7o/57zwOOeFyXnPbVu3bo2TTz45pets63tcrsqXfkJnKeLnIYV8AAAAOHy7du2Ka665JtavXx99+vRpdZ5ly5bFli1bYt26dVFRURGbN2+OuXPnRnl5easj9/fv3x9f+cpXYuXKlTF48OA2tz1z5szkv0888cQ47bTT4rjjjosHHnggFixYkGwrKipqtlwikWgx7X2VlZWxZMmSFtPXr18fffv2bbMvmbRhw4Zsd4EMe/+CFAqHc154nPPC5LznrldeeSUt682X73Fvv/12trsAaVWUSCQS2e5ErqitrY2BAwfGvn37YsCAAdnuTrsU8QEAUqeQR+Pn03dggM765S9/GZ///OejR48eyWmNjY1RVFQUxcXFsW/fvjjyyCNj7dq1MWvWrOQ8X//61+M//uM/4uGHH26xzpqamhg/fnyzdb4/Uq24uDieeeaZOO6441rtz1lnnRUf+chHYvny5fH888/HcccdF0888USMHz8+Oc+5554bRxxxRDzwwAMtlm9tJP6IESPir3/9a9bfyxsaGmLDhg1x1llnRa9evVq0G43f/TQ1NcWePXuirKwsiov9cmchcM4Lj3NemJz3/JDK0fiH+h6Xa2pra2Pw4MHyGXRbRuLnKaPxAQBSx231Abq3adOmxfbt25tN+9rXvhZjxoyJG264IRobG6OhoaFFgrpHjx5t3kJ2zJgxLdb5rW99K/bv3x933nlnjBgxotXl6uvr4y9/+UuceeaZERExatSoKCsriw0bNiSL+AcPHoxNmzbFf/2v/7XVdZSUlERJSUmL6b169cqZhGtbfTnllFPkM7qp4uJiRZ4C45wXHue8MDnvue1Pf/pTyvMZufSdsj350EfoCkX8PKaQDwAAAIfWv3//GDt2bLNp/fr1i0GDBiWnT5kyJa6//vooLS2NioqK2LRpU6xevTqWLl2aXOaiiy6KY445JiorK6NPnz4t1nnEEUdERDSbft1118U555wTxx57bOzduzduvvnmqK2tjTlz5kTEe7fRnz9/ftx6660xevToGD16dNx6663Rt2/f+PKXv5yOw5F18hkAAADtU8TPcwJfAIDUMBofoLBVVVXFwoULY/bs2fH6669HRUVF3HLLLXHFFVck59m5c2eHR6L9x3/8R/zDP/xD/PWvf40hQ4bEpEmTYsuWLVFRUZGc55vf/GYcOHAg5s6dG2+88UaceuqpsX79+ujfv3/K9i/XyGcAAKSGfAZ0T0WJRCKR7U7kinz+PVCBLwBAahRa4JvP34EBeE8uvZc3NDTEQw89FH/3d393WLc4lc/If01NTfHKK6/EsGHD3G65QDjnhcc5L0zOe/7paj6jo9/jsi2XvgNDOnjnBQAAAAAAAIAcoYjfTRTaiDEAgHQxIhAAMkc+AwAgNeQzoHtRxO9GBL4AAKkh8AWAzJHPAABIDfkM6D4U8bsZgS8AAACQb+QzAAAA/i9F/G5I4AsA0HWuXgeAzJLPAADoOvkM6B4U8bspgS8AQNcJfAEgs+QzAAC6Tj4D8p8iPgAAtEPgCwAAAOQb+QzIb4r43Zir1wEAUkPgCwCZI58BAJAa8hmQvxTxuzmBLwBAagh8ASBz5DMAAFJDPgPykyI+AAAAAAAAdFMK+ZB/FPELgKvXAQBSQ9ALAJkjnwEAkDpyGpBfFPELhMAXACA1BL0AkDnyGQAAQCFSxC8gAl8AgNRQyAcAAADyjXwG5A9FfAAA6ASBLwBkhkEJAACpI58B+UERv8AIfAEAAIB8I58BAAAUEkX8AiTwBQBIDVevA0DmyGcAAKSGfAbkPkX8AiXwBQBIDYEvAGSOfAYAQGrIZ0BuU8QHAIAuEvgCAAAAAKmiiF/AXL0OAAAA5Bv5DACA1DAoAXKXIn6BE/gCAKSGwBcAMkc+AwAgNeQzIDcp4gMAQIoIfAEAAACArlLEx9XrAAAppJAPAJkhnwEAkBpyGZB7FPGJCIEvAAAAkH/kMwAAUqOmpibbXQD+hiI+AACkmCvYAQAAAIDOUsQnydXrAACpo5APAJkhnwEAkDpG5ENuUMSnGYEvAAAAkG/kMwAAgO5EER8AANLEaHwAAAAg38hnQPYp4tOCq9cBAFJH4AsAmSGfAQCQOvIZkF2K+LRK4AsAkDoCXwDIDPkMAACgO1DEBwAAAKDbUMgHAEgNgxIgexTxaZOgFwAgdQS+AJA5choAAKkhnwHZoYhPuwS9AACpI/AFgMyR0wAAAPKVIj6HJOgFAEgdhXwAyBw5DQCArpPLgMxTxOewCHoBAACAfCSnAQDQdQr5kFmK+AAAkGECXwAAACDfyGdA5ijic9hcuQ4AkDoCXwDIHDkNAIDUkM+AzFDEp0MEvQAAAEA+ktMAAADyhSI+HSboBQBIDVevAwAAAPlGPgPSTxGfTlHIBwBIDYEvAGSOfAYAQGrIZ0B6KeLTaQJfAIDUEPgCQObIZwAApIZ8BqSPIj4AAAAAAADQYQr5kB6K+HSJq9cBAFJD0AsAmSOfAQCQOnIakHqK+HSZwBcAIDUEvQCQOfIZAABArlLEBwCAHKKQDwAAAOQb+QxILUV8UsLV6wAAAEC+kc8AAEgdhXxIHUV8UkbgCwCQGoJeAMgc+QwAACDXKOKTUgJfAIDUUMgHAAAA8o18BqRGl4r4lZWVUVRUFPPnz09Oq6uriyuvvDKGDx8epaWlcfzxx8fy5csPe51VVVVRVFQU5513XottnXLKKdG/f/8YOnRonHfeefHMM880m+fiiy+OoqKiZo9JkyZ1ZRcBACBrBL4AkBkGJQAApI58BnRdp4v4W7dujRUrVsS4ceOaTb/22mvj4YcfjjVr1sRf/vKXuPbaa+Oqq66KBx988JDrfOmll+K6666LM888s0Xbpk2bYt68ebFly5bYsGFDvPvuuzFjxox46623ms332c9+Nnbv3p18PPTQQ53dRTpJ4AsAAADkG/kMAAAgV3SqiF9XVxezZ8+OlStXxpFHHtms7fHHH485c+bE1KlTY+TIkXH55ZfHSSedFNu2bWt3nY2NjTF79uxYsmRJfPjDH27R/vDDD8fFF18cH//4x+Okk06KVatWxc6dO1tczVNSUhJlZWXJx1FHHdWZXaSLBL4AAKnh6nUAyBz5DACA1JDPgK7pVBF/3rx5MWvWrJg+fXqLtsmTJ8e6devi5ZdfjkQiEY8++mg8++yzcfbZZ7e7zptuuimGDBkSl1566WH1Yd++fRERLYr0GzdujKFDh8ZHP/rRuOyyy2Lv3r2HuVekmsAXACA1BL4AkDnyGQAAqSGfAZ3Xs6MLVFVVxRNPPBFbt25ttX3ZsmVx2WWXxfDhw6Nnz55RXFwc9957b0yePLnNdf7hD3+I++67L2pqag6rD4lEIhYsWBCTJ0+OsWPHJqfPnDkzLrjggqioqIgXXnghvv3tb8dnPvOZqK6ujpKSkhbrqa+vj/r6+uTz2traw9o+AABkWnV1taICAAAAkFfkM6BzOjQSf9euXXHNNdfEmjVrok+fPq3Os2zZstiyZUusW7cuqqur4wc/+EHMnTs3HnnkkVbn379/f3zlK1+JlStXxuDBgw+rH1deeWX86U9/ip/+9KfNpl944YUxa9asGDt2bJxzzjnxm9/8Jp599tn49a9/3ep6KisrY+DAgcnHiBEjDmv7HD5vzAAAAEC+kc8AAEgdI/Kh4zo0Er+6ujr27t3bLJBpbGyMzZs3x9133x379u2LRYsWxdq1a2PWrFkRETFu3LioqamJ2267rdXb7z/33HPx4osvxjnnnJOc1tTU9F7nevaMZ555Jo477rhk21VXXRXr1q2LzZs3x/Dhw9vtb3l5eVRUVMSOHTtabV+4cGEsWLAg+by2tlYhPw0mTJjgDRoAIAVcvQ4AmSOfAQAAZEuHivjTpk2L7du3N5v2ta99LcaMGRM33HBDNDY2RkNDQxQXNx/g36NHj2Rh/oPGjBnTYp3f+ta3Yv/+/XHnnXcmi+qJRCKuuuqqWLt2bWzcuDFGjRp1yP6+9tprsWvXrigvL2+1vaSkpNXb7AMAQK5SyAcAAADyjXwGdEyHivj9+/dv9hv0ERH9+vWLQYMGJadPmTIlrr/++igtLY2KiorYtGlTrF69OpYuXZpc5qKLLopjjjkmKisro0+fPi3WecQRR0RENJs+b968+MlPfhIPPvhg9O/fP/bs2RMREQMHDozS0tKoq6uLxYsXxxe+8IUoLy+PF198MRYtWhSDBw+Oz3/+8x3ZTdLA1esAAKkj8AWAzJDPAABIHfkMOHzFh56lY6qqquKUU06J2bNnxwknnBDf+9734pZbbokrrrgiOc/OnTtj9/+/vXsPj6o61D/+ThIIA4Y7mABpuBQKbQrYGY/oA4coAlqOIvpYq1HCvTxcyqUqB9EWEEz1RzmKHrFcRJHaaFsRjnIURC5ewBMCVLQUW0SCXEpBTYjYEJP9+yPMkMnc73tmvp/nmYfM3nvWrHG5Z/Za76w1J08GVe7y5ctVUVGhgoIC5eTkOG8vvfSSpPrZ/gcOHNDIkSPVq1cvFRUVqVevXtq1a5eysrIi+hoRGt6YAQAAAABAomE8AwAAAECsBTUT35Pt27e73M/OztaaNWuCekxjzz33nNs2wzB8PsZqterNN9/0eQwAAACQLPj2OgAAAAAASDSMZwCBifhMfMAX3pgBAAAih+V9AQCIDcYzAAAAIofxDMA/QnzEHB1fAAAAAACQaBjPAAAAABArhPgAAABAAuPb6wAQvOLiYlksFs2cOdO5raqqStOmTVOXLl1ktVrVp08fLV++POAyS0pKZLFYdMstt7g915VXXqmsrCx17NhRt9xyiw4dOuRyzJgxY2SxWFxuAwYMCOclAgAAAKbGeAbgGyE+4oJvrwMAAEQOHV8ACFxpaalWrFihvn37umyfNWuW3njjDa1bt04HDx7UrFmzNH36dG3YsMFvmUePHtW9996rQYMGue3bsWOHpk6dqt27d2vLli369ttvNWzYMH399dcux91www06efKk87Zp06bwXiiigvEMAACAyGE8A/COEB9xQ8cXAAAgcuj4AoB/VVVVKiws1MqVK9WmTRuXfbt27VJRUZEKCgrUtWtXTZo0Sf369dOePXt8lllbW6vCwkItWLBA3bt3d9v/xhtvaMyYMfrBD36gfv36ac2aNSovL3d7387MzFR2drbz1rZt2/BfMKKC8QwAAAAA0UaIDwAAAAAAUsLUqVM1YsQIXX/99W77Bg4cqI0bN+r48eMyDEPbtm3TJ598ouHDh/ssc+HCherQoYPGjx8fUB0qKiokyS2k3759uzp27KhevXpp4sSJOn36dICvCvFAkA8AABAZTEoAPMuIdwWQ2mw2G2/QAAAAEVJWVkaoAABelJSUaO/evSotLfW4f9myZZo4caK6dOmijIwMpaWladWqVRo4cKDXMt977z2tXr1a+/fvD6gOhmFo9uzZGjhwoPLz853bb7zxRt1+++3Ky8vTkSNH9NBDD+m6665TWVmZMjMz3cqprq5WdXW1835lZaUkqaamRjU1NQHVJVoczx/vesRC3759A277ZFZXV+fyL5IfbZ56aPPURLunnni2eWlpqfr37x/UY1LhehOpjRAfcUeQDwAAEDkE+QDg7tixY5oxY4Y2b96sZs2aeTxm2bJl2r17tzZu3Ki8vDzt3LlTU6ZMUU5OjseZ++fOndPdd9+tlStXqn379gHVY9q0afrwww/17rvvumy/4447nH/n5+fLbrcrLy9Pr7/+um699Va3coqLi7VgwQK37Zs3b1bz5s0Dqku0bdmyJd5VQIydOnUq3lVAjNHmqYc2T020e+qJV5ufOHEiqOPPnz8fpZoA5mAxDMOIdyXMorKyUq1atVJFRYVatmwZ7+qkHIJ8AACAyAk0yOcaGEAqePXVVzVq1Cilp6c7t9XW1spisSgtLU0VFRVq06aN1q9frxEjRjiPmTBhgj7//HO98cYbbmXu379fV1xxhUuZjllLaWlpOnTokHr06OHcN336dL366qvauXOnunXr5rfOPXv21IQJEzRnzhy3fZ5m4ufm5urMmTNxfy+vqanRli1bNHToUDVp0iSudYmlVJ6RX1dXp1OnTik7O1tpafxyZyqgzVMPbZ6aaPfUY4Y2D2Y2fmVlpdq3b894BpIWM/FhGszIBwAAAABEw5AhQ3TgwAGXbWPHjlXv3r01Z84c1dbWqqamxm2wMj093etyor1793Yr88EHH9S5c+f0xBNPKDc3V1L9EvrTp0/X+vXrtX379oAC/LNnz+rYsWPKycnxuD8zM9PjMvtNmjQxTXBuprrEwpVXXpnyYxppaWmEPCmGNk89tHlqot1TTzzb/MMPPwx4UkIqXWsiNRHiAwAAAEmIZfUB4JKsrCyX36CXpBYtWqhdu3bO7YMHD9Z9990nq9WqvLw87dixQ2vXrtXSpUudjxk9erQ6d+6s4uJiNWvWzK3M1q1bS5LL9qlTp+rFF1/Uhg0blJWV5VyetFWrVrJaraqqqtL8+fN12223KScnR5999pkeeOABtW/fXqNGjYrGfw4AAADAtBjPAOrx9SmYCm/MAAAAkZPqMwIBIBglJSW68sorVVhYqO9///v69a9/rcWLF2vy5MnOY8rLy3Xy5Mmgyl2+fLkqKipUUFCgnJwc5+2ll16SVD/b/8CBAxo5cqR69eqloqIi9erVS7t27VJWVlZEXyOiizENAACAyGA8A2AmPkyIZfUBAAAAANG2fft2l/vZ2dlas2ZNUI9p7LnnnnPbZhiGz8dYrVa9+eabPo9B4mBMAwAAAEAkMBMfpsS31wEAACKDIAEAAAAAACQaxjOQ6gjxYVoE+QAAAJFBxxcAgNhhPAMAACAyGM9AKiPEh6nR8QUAAIgMOr4AAMQO4xkAAACRwXgGUhUhPgAAAAAAAAAAAABTIshHKiLEh+nx7XUAAIDIoNMLAEDsMJ4BAAAQOYxpINUQ4iMh0PEFAACIDDq9AADEDuMZAAAAAEJBiA8AAACkGIJ8AAAAAACQaBjPQCohxEfC4NvrAAAAAAAg0TCeAQAAEDkE+UgVhPhIKHR8AQAAIoNOLwAAscN4BgAAAIBgEOIj4dDxBQAAiAyCfAAAAAAAkGgYz0AqIMQHAAAAUti+ffviXQUAAFICkxIAAAAih/EMJDtCfCQkOr4AAAAAACDRMJ4BAAAAIBCE+EhYdHwBAAAAAECiYTwDAAAAgD+E+EhodHwBAABCZ7PZdMUVV8S7GgAApBzGMwAAAELHeAZSQUa8KwAAAAAgdggNAAAAAABAImJMA6mEEB8Jz2azqaysLN7VAAAAMDU6ugAAmAvjGQAAAP4xnoFURYiPpEDHFwAAwB0dXQAAzI3xDAAAAHeMZwCE+AAAAEBSoaMLAAAAAAASDeMZgKu0eFcAiBTe4AEAQCqz2WxcDwEAkID4/AYAAKmM8QzAM0J8JBXe6AEAQKqhswsAQOLjsxwAAKQaxjMA31hOHwAAAEhAdHQBAAAAAEAiYSwDCBwz8ZF0+BAAAADJjG+qAwCQnPh8BwAAyYqxDCB4hPhISnwYAACAZEOHFwCA5MdnPQAASCaMZQChYzl9AAAAwKTo6AIAAAAAgETDeAYQPmbiI2nxIQEAABIV31QHACB1cQ0AAAASFeMZQOQwEx9JzWazqaysLN7VAAAA8ItOLgAAcGA8AwAAJBLGNIDII8QHAAAA4oiOLgAA8IQgHwAAmBnjGUB0EeIj6dHpBQAAZkNHFwAABIIxDQAAYCaMZwCxQ4iPlECnFwAAxBsdXQAAEArGNAAAQDwxngHER1q8KwDECh80AAAgHmw2G9chAAAgLFxLAACAWGM8A4gvQnykFD5wAABArNDZBQAAkcR1BQAAiIX+/ftz3QGYAMvpAwAAABFERxcAAAAAACQSm82mmpoanThxIt5VAXARM/GRchhYBwAA0cDMewAAEG1cawAAgEhiLAMwL0J8pCQ+lAAAQKTQ4QUAALHEdQcAAAgXYxmA+bGcPlKWzWZTWVlZvKsBAAASEB1dAAAAAACQaBjPABIHM/GR0vjAAgAAweCb6gAAwAy4HgEAAMFgPANIPMzER8pjRj4AAPCFTi4AADAjxjMAAIA/jGkAiYsQHwAAAPCAji4AAAAAAEg0jGcAyYEQHxDfXgcAAPXo6AIAgETCeAYAAJAYzwCSESE+cBEdXwAAUhMdXQAAkMgYzwAAIDUxngEkN0J8AAAApCQ6uwAAAAAAINEwngGkhrR4VwAwEz78AABIfjabjc98AACQVLi2AQAg+TGeAaQWZuIDjbAMHQAAyYmOLgAASGaMZwAAkHwYywBSFyE+AAAAkhodXgAAAAAAkEgYywDAcvqAB3xAAgCQ+FhmDgAApBqufQAASGyMZQBwYCY+4AXL0AEAkHjo6AIAgFTHeAYAAImH8QwAjRHiAwAAIOHR2QUAALiEIB8AgMTAeAYAb1hOH/CBD1AAAMyNZeYAAAA84xoJAADzYjwDgD9hhfjFxcWyWCyaOXOmc1tVVZWmTZumLl26yGq1qk+fPlq+fHnAZZaUlMhiseiWW25x2/f000+rW7duatasmWw2m9555x2X/YZhaP78+erUqZOsVqsKCgr08ccfh/ryAEl0egEAMCM6uwAAAAAAINEwngEgUCGH+KWlpVqxYoX69u3rsn3WrFl64403tG7dOh08eFCzZs3S9OnTtWHDBr9lHj16VPfee68GDRrktu+ll17SzJkzNW/ePO3bt0+DBg3SjTfeqPLycucxjz32mJYuXaqnnnpKpaWlys7O1tChQ3Xu3LlQXyYAAABMhM4uAABA4LhuAgDAHBjPABCskEL8qqoqFRYWauXKlWrTpo3Lvl27dqmoqEgFBQXq2rWrJk2apH79+mnPnj0+y6ytrVVhYaEWLFig7t27u+1funSpxo8frwkTJqhPnz56/PHHlZub65zlbxiGHn/8cc2bN0+33nqr8vPz9fzzz+v8+fN68cUXQ3mZgBMfrgAAxBedXQAAgNBwDQUAQPwwngEgVCGF+FOnTtWIESN0/fXXu+0bOHCgNm7cqOPHj8swDG3btk2ffPKJhg8f7rPMhQsXqkOHDho/frzbvgsXLqisrEzDhg1z2T5s2DC9//77kqQjR47o1KlTLsdkZmZq8ODBzmMaq66uVmVlpcsN8IYPWgAAYsvR0eUzGAAAAAAAJArGMwBEQkawDygpKdHevXtVWlrqcf+yZcs0ceJEdenSRRkZGUpLS9OqVas0cOBAr2W+9957Wr16tfbv3+9x/5kzZ1RbW6vLL7/cZfvll1+uU6dOSZLzX0/HHD161GO5xcXFWrBggdd6AY3ZbDaVlZXFuxoAACQ1OrkAAACRxXgGAADRxVgGgEgLKsQ/duyYZsyYoc2bN6tZs2Yej1m2bJl2796tjRs3Ki8vTzt37tSUKVOUk5Pjceb+uXPndPfdd2vlypVq3769z+e3WCwu9w3DcNsWyDEOc+fO1ezZs533KysrlZub67MOAB1fAAAij84uAABAdDGeAQBAZDGWASCaggrxy8rKdPr0aZc3ptraWu3cuVNPPfWUKioq9MADD2j9+vUaMWKEJKlv377av3+/lixZ4jHEP3z4sD777DPddNNNzm11dXX1lcvI0KFDh5Sbm6v09HTnbHuH06dPO2feZ2dnS6qfkZ+Tk+PxmMYyMzOVmZkZzH8CAAAARBAdXgAAAAAAkEgYywAQC0GF+EOGDNGBAwdcto0dO1a9e/fWnDlzVFtbq5qaGqWlpbkck56e7gzmG+vdu7dbmQ8++KDOnTunJ554Qrm5uWratKlsNpu2bNmiUaNGOY/bsmWLRo4cKUnq1q2bsrOztWXLFl1xxRWSpAsXLmjHjh169NFHg3mZgF98ex0AgNDR2QUAAIgPxjMAAAgd4xkAYimoED8rK0v5+fku21q0aKF27do5tw8ePFj33XefrFar8vLytGPHDq1du1ZLly51Pmb06NHq3LmziouL1axZM7cyW7duLUku22fPnq177rlHdrtdV199tVasWKHy8nJNnjxZUv0y+jNnztQjjzyinj17qmfPnnrkkUfUvHlz3XXXXcG8TCAgdHwBAAgcHV0AAABzYDwDAIDAMZ4BIF6CCvEDUVJSorlz56qwsFBffPGF8vLytHjxYmfYLknl5eVus/X9ueOOO3T27FktXLhQJ0+eVH5+vjZt2qS8vDznMffff7+++eYbTZkyRV9++aWuuuoqbd68WVlZWRF7fUBDdHwBAPCNzi4AAID5MJ4BAIBvjGcAiDeLYRhGvCthFpWVlWrVqpUqKirUsmXLeFcHCYSOLwAArujsJg6ugQEg8ZnpvbympkabNm3Sj3/8YzVp0iSudYF/kRjPqKur04kTJ9SpU6egJ+0gMdHmqYc2T02p2u6pPJ6RaNdxZroGBqIhdd55gShK5Q92AAAastlsfC4CAAAkCK7bAACox3gGALMhxAcAAEDY6OwCABJJcXGxLBaLZs6c6dxWVVWladOmqUuXLrJarerTp4+WL18ecJklJSWyWCy65ZZb3PY9/fTT6tatm5o1ayabzaZ33nnHZb9hGJo/f746deokq9WqgoICffzxx6G+PAAAAASI8QwAZkWID0QIH/QAgFREZxcAkGhKS0u1YsUK9e3b12X7rFmz9MYbb2jdunU6ePCgZs2apenTp2vDhg1+yzx69KjuvfdeDRo0yG3fSy+9pJkzZ2revHnat2+fBg0apBtvvFHl5eXOYx577DEtXbpUTz31lEpLS5Wdna2hQ4fq3Llz4b9gwA+u5QAAqYjxDABmR4gPRBAf+gCAVODo6PK5BwBINFVVVSosLNTKlSvVpk0bl327du1SUVGRCgoK1LVrV02aNEn9+vXTnj17fJZZW1urwsJCLViwQN27d3fbv3TpUo0fP14TJkxQnz599Pjjjys3N9c5y98wDD3++OOaN2+ebr31VuXn5+v555/X+fPn9eKLL0buxQM+cF0HAEgFjGcASCSE+AAAAAgIHV0AQKKbOnWqRowYoeuvv95t38CBA7Vx40YdP35chmFo27Zt+uSTTzR8+HCfZS5cuFAdOnTQ+PHj3fZduHBBZWVlGjZsmMv2YcOG6f3335ckHTlyRKdOnXI5JjMzU4MHD3YeAwAAgNAQ3ANIVBnxrgCQbGw2m8rKyuJdDQAAIoJOLgAgWZSUlGjv3r0qLS31uH/ZsmWaOHGiunTpooyMDKWlpWnVqlUaOHCg1zLfe+89rV69Wvv37/e4/8yZM6qtrdXll1/usv3yyy/XqVOnJMn5r6djjh496rHc6upqVVdXO+9XVlZKkmpqalRTU+O1vrHgeP541wPB69u3r9f/l32pq6tz+RfJjzZPPbR5akrkdu/fv7/zb65JApdo13GJUk8gVIT4QBQQ5AMAEh3hPQAgmRw7dkwzZszQ5s2b1axZM4/HLFu2TLt379bGjRuVl5ennTt3asqUKcrJyfE4c//cuXO6++67tXLlSrVv397n81ssFpf7hmG4bQvkGIfi4mItWLDAbfvmzZvVvHlzn3WJlS1btsS7CogxxxdSkDpo89RDm6emRGz3EydOxLsKCS1RruPOnz8f7yoAUUWID0QJQT4AINEQ3AMAklVZWZlOnz7t8llXW1urnTt36qmnnlJFRYUeeOABrV+/XiNGjJB0aVbykiVLPIb4hw8f1meffaabbrrJuc0xUy0jI0OHDh1Sbm6u0tPT3Qa/T58+7Zx5n52dLal+gDwnJ8fjMY3NnTtXs2fPdt6vrKxUbm6uhg0bppYtWwb13ybSampqtGXLFg0dOlRNmjSJa10QmmBn49fV1enUqVPKzs5WWhq/3JkKaPPUQ5unpkRq94Yz7xG6RLuOc6xGBSQrQnwAAIAURnAPAEgFQ4YM0YEDB1y2jR07Vr1799acOXNUW1urmpoatwHq9PR0r0vI9u7d263MBx98UOfOndMTTzyh3NxcNW3aVDabTVu2bNGoUaOcx23ZskUjR46UJHXr1k3Z2dnasmWLrrjiCknShQsXtGPHDj366KMenzszM1OZmZlu25s0aWKaAVcz1QXBufLKK0OalJCWlmb6kAeRRZunHto8NZm13RnPiJ5EuY5LhDoC4SDEB6KI2fgAALOiswsASCVZWVnKz8932daiRQu1a9fOuX3w4MG67777ZLValZeXpx07dmjt2rVaunSp8zGjR49W586dVVxcrGbNmrmV2bp1a0ly2T579mzdc889stvtuvrqq7VixQqVl5dr8uTJkuqX0Z85c6YeeeQR9ezZUz179tQjjzyi5s2b66677orGfw7AL8YzAABmxXgGgFRBiA9EGR1fAICZ0NkFAMCzkpISzZ07V4WFhfriiy+Ul5enxYsXO8N2SSovLw96Jtodd9yhs2fPauHChTp58qTy8/O1adMm5eXlOY+5//779c0332jKlCn68ssvddVVV2nz5s3KysqK2OsDgsV4BgDATBjPAJBqLIZhGPGuhFlUVlaqVatWqqioiPtvyCH50PEFAMQTnV14wzUwACQ+M72X19TUaNOmTfrxj3/MEqdJwt94Rl1dnU6cOKFOnTqZcrllRB5tnnpo89RklnZnPCN2Eu06zkzXwEA0MBMfAAAgidHZBQAAAAAAiYbxDACpjq/NATHCRYf52Gw2U7SLvaNd9o72eFcDQJIxy3scAAAAEhvXlACAWGI8AwDqMRMfiCF+Ty7+PF0AxqtdGgf39o527Tm9J+b1AJA86OQCAAAgGhjPAABEE+MZAOCOEB9ASvB3IRjLAQlfs+4J8gGEgs4uAAAAAABINIxnAIB3hPhAjPHt9dgx20UgS+YDiCSzvccBAAAguTGeAQCIFMY0AMA/QnwgDuj4Rk84F4DRapdgw3tm4wPwhY4uAAAA4oXxDABAOBjTAIDAEeIDSAqRugCM1IBEuLPuCfIBNEQnFwAAAAAAJCLGNAAgNIT4QJzw7fXIiMZFYDht46zPsfDrEU6Qv9JW/yWCiWV8EQBIVHRyAQAAYEaMZwAAfGE8AwAigxAfiCM6vqEz08Wgp7oYuYYsxywxrYcjuG+8jSAfSCxmen8DAAAAPGE8AwDQGOMZABBZhPgAEkqsLgYDGZDwV5dIBPmBzMb3FN433k+QD5gfnV0AAAAAAJBoGM8AgOggxAfijG+vByYeF4Oe2iYe9fAU5PsL7hsjyAfMi84uAAAAEhHjGQCQ2hjPAIDoIsQHTICOr2dmuBAMtw6RWlbf3tGun+WGVwZBPmAuZniPAwAAAMJhs9lUWloa72oAAGKI8QwAiA1CfACmk2wXguEG+UauIUmarPC/DAAg/pLtPQ4AAAAAACQ/xjMAILYI8QGTYDZ+cl8IhhLkO8J7h2dkhB3khzsb3/6X+mX893yfGf1AMJL5/Q0AAACprX///jpx4kS8qwEAiJL+/furSZMm8a4GAKQcQnzARFI1yCfcctU4vG8oHkG+I7hvvI0gH/CP9zcAAAAAAJBobDabampq+JIWAMQRIT5gMqkU5KdauOVvNr6v8L6hWAX5nsL7xvsJ8gF3qfbeBgAAAEj1MzU//PDDeFcDABAGxjQAwDwI8QETSvYgP5UvBj0F+YGG95HmKcj3F9wD8C6V39sAAAAAKfnHMwAgWTGmAQDmQ4gPICa4ELwkEqF9JGbjS/VB/m9fCP3xzMZHquO9DQAAAAAAJCLGNADA3AjxAZNKlm+vczEYPeEG+X+2XEzv194TVj3CDfL7tKuf/X/wLF8GQGLgfQ0AAADwLlnGM+Cqtb2+7/7VHvruQKJiPAMAEktavCsAwLtEvbCy2WzOG6LrGQU/q//PlhcuBfiSBowOYyr+RaEsw9+nnd0Z4DvuA2bG+xoAAAAQGK6bk0dru90Z4DvuA0gsjGcAQGIixAdMLpEusLggNLfG4X1DkQjyA9U4vG+8DzAb3tsAAACA4HENndgah/cNtRo8OMa1ARAKxjMAILGxnD6QAMy8FB0XgvHnb1l9b8F9pPlbVp+AHomG9zcAAAAgPGYez4BnHS4G9zVhlGErqy+jzMbS+0A8MJ4BAMmBmfhAgjDTxRfL5ZuPp2X1fc289yRay+r7mnnvCWE/4o33NwAAACByuLZODB3sdmeAL0lNAnhM4xn5tjK7M8B33AcQO4xnAEByYSY+gIBxEWhuz8jQ1ZZ1YZUxYPQL2r32nrDKsP/Frq8HhVWE+rSz6+BZvrGP2OI9DgAAAIA39rr6QHpPWuh9VXvfi2V8GHoZ3S8G7Z/uCb/P3MHP79s3kf8Z+a3tdvX4rff9tjI7IK0ddwAAM9dJREFUM/KBKGM8AwCSEyE+kEDitQwdF4II2OgN9f8eGRnXathWX1y6bzwDBfCN9zcAAAAg+hJ5WX1HeN/wfrBBviO8b3g/2CC/e6PAvbvdHlKQb6ttUM4HUvlVvo/3FeT3Py19kyEZa4OuBoAwMZ4BAMmP5fSBBBPLCzSWYEo8u4y7wy4jpGX1R2+4FOBLatFtg4+DAxPKsvq21XZngO+4D3jC+xsAAAAQW4l2/W2vs7sF+A33BVRGX7tbgN9wXyC62+1uAX7DfYGw1dqdt8a+84H/xzeR9N1vLt36n3bdbxnt5/lZVh+IGMYzACB1MBMfgBsuBBPbLuPu2C2rP9p7WN+i2wZ9HeaM/ECX1fcV1ttW25mRDyfe3wAAAAD48m2/i/3LfaGXMcZ2sQx/a9H7YDtUX8aXoRch+4f1X/Q3fuD7uO/4mJGf9/vAnssy2veMfJbVB8LDeAYApB5CfCABRWsZOi4GETAf4X0sBTrTniAfvL8BAAAA8WfmZfWd4f1Fu6+QBvgI8j0tq+8M7y/KbyJ95CPI97SsviO8d2jzO+nLQu9leFpW3xHeO1g+7i3jB3/1Xojcg3y38P5VSbf4LMJjkG+x/M359x5V+C4AgBvGMwAgdRHiAwkqUh1fLgSTU9Rm4wcZ3kdrNn4oy+QT5Kcm3uMAAAAAczFTkN84uG8skCA//0rfzxFIkG/8wXcZgQT5bZ/t7bOMQIN8y6c+DnhVAQX5euFvHvfZ97bSnh8R5AOBYDwDAECIDySwcDq+XAgmv4gF+WoZVhmRCvKbPxZWEUgxvMcBAAAA8Mb+QRtJ0u5+YRTyb4fr/zV6hF7G9jCe/6Ifq+DiX6fCKsfimIUf4PL5Hlnfq/93hfdD/AX5Gfn1X6z49iO+hI/UxHgGAMAhLd4VABA7NpvNeUNq2GXc7f8gH48N5/ENtegW+vL7LXYOUoudgyJSj1Bm8DvYv2OX/TuhPx7Rx3scAAAAkBjidc1u/6CNM8CXpAErDvt9zO4rGm34t8OXAnxJH1n8l5HfpNGG7XIJ8C0d/BahNr9zvf9jFTQI8KUB47L9lmH52H22vuWqBgG+JN3pp5BXPWyzvncpwJekSad9FmHf28ptW0a+3RngO+4DqYLxDACAJ8zEBxJcILPxuQBEoDyF9oZxsyyWjTGth6fQ3jJgkIzd74RddrDL6jcO7u3fsWtPOTMCzIT3OAAAACDx+BrPcFzjR2rZ/YbBfWMDVhzW7km+Z9PvvkIa0MR7WP+R5bDy/czIz28ifbTF+35LB8n4p88i1OZ30tWFBV73DxiXrd3P+p6Rb/m4tzTO97L6ulO+Z+S/JskqqeNm6Rsvc8QmnZZWdPRahH1vK+0f3dNnNTLy7czIR9JiLAMA4A8hPpAEPHV8uRCEQyDL6vubcR+JID+QZfX9zbiPVZDvb8Y9QX788R4HAAAAJL7G4xmNr/Mj9jOCH/j6oXfvQf5VGUaDe77L8OUjy8U/Nvs+zleQbyms/3eAn+fyFeQbYw/WlzXO4nF/IIyfGqqpqdGmTZtCLmPApIn1f4wOuQhJku1sfd+9rB39cyQGxjIAAMEgxAeSBBeB8MVTkB+ppfKD4SnID3ap/GgG+cEsl0+QHx+81wEAAADJxd81fqBBvq9yjCndZXnaf5BvTOnuvQyjuywW72V4mo3/UeOsfJiCDvId4b3Dbm3XgAbL6HvSOMh3hPfO+4Yhi8VPkN9oNr7xU8ProV41mo3vDO8vmtysQM/8a7vPIjzNxneE9w3vE+TDzBjLAACEghAfAFJEuKF9pJbVb9Ftg/T8krDKiGSQb1kQ+uMJ8mODzi4AAACQ2gJZet8fX0G+r/De5bgAgnzJ97L6gQb5GuZ9f6BB/i5jm9f9gQb5huE9vK+ouEpNm5b6LmPSaQ3QPK+7Aw3y++3w/TQE+TAjxjMAAOEgxAcABCz8IN8xCz+42ffRYLnmtot//Smu9YBndHQBAAAANORv6f1ANA7yAw3vXcrwEOQbRsNyAgjHvQX5PoL7YPgK7wPlK7wPvIxrJElX+/nP4SvI/49mXSVJx978LOR6/NBeP3P/wB5CfkQf4xkAgEghxAcABCW0IN91CX0VvSM9H16QH+ps/Evh/UVv3iYNDz3ID3c2vu3wxd/w68FggkRnFwAAAIB3kegvhBLcu5Vh+C4joFnuYQb2nmbjBxvee6pnsOG9YVwji+V9t22N63W15Vqf5TQO8h3hvUPu8K5+g/zGs/Ed4X3D+wT5kubP9/w3wsJ4BgAg0gjxAQBRNNL7rhgH+W7hfUMxDvIdwX3jbakc5NPZBQAAAJBMfAX5jqDcb9Dvx25tD3vGfCRn3PsSaJD/uT7zuj/QIP/CcO/7UzLI9xXUz59PkB8mxjMAANGSFu8KAAASj2Hc7OeIkfIZ4DsUhf+79pYBvr8IYLnmNt8BfoTYv+MezDdmO2z3GOA33J9qbDYbHV4AAAAASalxQG4Yhsu2UAN0RzmRCODNYpexLeyfAbB8cFiWDw5HqEYphBA/JIxnAACijRAfABASz0F+gOF9hHkK8oMO798MP+j3FOQ7gvtUDOh9obMLAAAAIBX4C9wDDeKTIbj3FNI3Du+PGUd8lpE7vKvbtsbhfeZC30F+42X2k14gIT1BfsAYzwAAxArL6QMAQmYYN4e9/F8kltWXLgb5aR3DKyTMZfWl+iA/nMkDyb6sPh1dAAAAAAhcIof2ngQy2/6YcUS5lm5e9+cO76rPF271WUbmwsOq/mUPr/tTbln9QJbNZ2l9nxjPAADEGiE+ACD+wgzyhxRNlCRtfWFDpGoUmu1PXvxjeljFJFuQT0cXAAAAALwzDMPtC/LJFt5HimOmvuXhT0MuI3Nt/b/J0+sOn/21JyRJe+Z/GeeamAvjGQCAeGI5fQBAWCI2sFD0TtAPGVI00RngS9KQeyKwlH8oy+pvf7JBgC9ZLE/6ODgwybD8PkvMAQAAAEBgGi6XT4Dvvqz+MeOIyzbjoe5+y2i8rH7m2ksBviTZ/5L4/e6geJhlb3/tCWeAL0l2e5sYVsicHGMZjGcAAOKNmfgAgLB5mjUQTQ2De7d994wMf0Z+oMvqb/ce1lssT8owwpuRn4jo5AIAAAAAIqFxkN+Y8VB3vzPyMxcelrp6X1bf/he79nw/hebkz5/vN6i329toz57UmpHPWAYAwIwI8QEAERGRIN/Psvq+wvuY8hHeR1IiLatPhxcAAAAAEGvegvy5v7z0xfzitW67XfgK8jPs9bP1v92TGH1zX76X41h54LDP4/z5YYv6cg58nfj/TRjLAACYGSE+ACBiohXkBxveR202fpDhfSRm45s5yKezCwAAAACIp+ss/6FrJQ3QYK/HzB39mIrX3u+znMZBviO8b3g/UYP8S+F9vXPHeyirs+8g39ts/O83v/Tf+Yct7Akb5DOeAQBIBIT4AADzKXpHQ+Tnq/J+RCzIzywIq4hkC/Lp6AIAAAAA4u06y38EdXygQf7+0d73J1qQ3zi8byjQIL/6YP1PEdTUWnVCv3c7JpGCfMYzAACJhhAfABBREZmNHyFhBfn3XJyF/3JBxOoTCsv5+k5mvLvEdHYBAAAAAPHmLbzfrR0+Z+NL3oP86aNXNbg3wWcZUQ/y9++v/7d//5CLsB2uD++rcnwf5zvI/2vIz282jGcAABJVWjgPLi4ulsVi0cyZM53bqqqqNG3aNHXp0kVWq1V9+vTR8uXLfZbzyiuvyG63q3Xr1mrRooX69++vF154weWYrl27ymKxuN2mTp3qPGbMmDFu+wcMGBDOSwQAhMAwjLDL2CofX3+Plnv+dOnm8JPwZtFL9bPxg37MeZszwJck+4GfhV2PUNhsNjq8AAAAAADT260dfo+ZO/oxTR+9yuXW0Gqt8vLISxovtR8R+/dfCvAd94NkO2x3BviSdNm7/h9z7niPRlv+qoYBfmaf1/2W8cMWUfjvEQGMZwAAEl3IIX5paalWrFihvn37umyfNWuW3njjDa1bt04HDx7UrFmzNH36dG3Y4H0mZNu2bTVv3jzt2rVLH374ocaOHauxY8fqzTffdHm+kydPOm9btmyRJN1+++0uZd1www0ux23atCnUlwgACINZgvwh94z0f1Dj4L6xGAb5jcP7hmIZ5NPZBQAAAAAkGl9B/iPGfXrEuM9vGb6C/Lyz9beIcAT33gL7AIJ8R3DfMLxvKPAg3zW8byjRgnzGMwAAySKk5fSrqqpUWFiolStXatGiRS77du3apaKiIhUUFEiSJk2apN/+9rfas2ePRo70HKQ4jnWYMWOGnn/+eb377rsaPny4JKlDhw4ux/z6179Wjx49NHiw6zJJmZmZys7ODuVlAQAizCxL63tcVt9XaB8H3oL7xuwHfqY9P/xt1OpBRxcAAAAAYFZvG695XVLfofHS+o2D+2XGeP3cstpnGau1SuMbLK3fOLjv0c2uw0eCX1bf9rpr2F3W2c/M//373ZbWtx1tUEaGpG99F3HZu1LVQPftWe8+5PuBAcp8sX5J/j0jv4xIeaFiPAMAkGxCmok/depUjRgxQtdff73bvoEDB2rjxo06fvy4DMPQtm3b9MknnzjDeH8Mw9DWrVt16NAh/fu//7vHYy5cuKB169Zp3LhxbuHQ9u3b1bFjR/Xq1UsTJ07U6dOnvT5XdXW1KisrXW4AgMgKd0Z+pJbVH3LPSM/L5QcqSrPxfc289yYaM/L5pjoAAAAAIBG8bbzm95jd2qFi3e915v0yY7zfMlZrlc+Z9z26BTb73Pa63Xlz23d8godHNLJ/v2xH7c6bmwCm6V32bn1o3/Dm4qXdPh/f4co/uG3LfPGwM8CXJPuGNv4rEgWMZwAAklXQM/FLSkq0d+9elZaWety/bNkyTZw4UV26dFFGRobS0tK0atUqDRzo4et+DVRUVKhz586qrq5Wenq6nn76aQ0dOtTjsa+++qq++uorjRkzxmX7jTfeqNtvv115eXk6cuSIHnroIV133XUqKytTZmamWznFxcVasGBBYC8cABA3WzVaQ7Q2rMdHxE+mSy8H//v2DVksT0pfPxeZ+oSJTi4AAAAAINls06Xl3y0WS0iTC55c00+StDCMeuS3DDDkPz7B64x8W5MAQn7J54x8S+3k+j/S/ZTx0m7pjgE+D+nwhz/rmzrvBdk3tInZjHzGNAAAyS6oEP/YsWOaMWOGNm/erGbNmnk8ZtmyZdq9e7c2btyovLw87dy5U1OmTFFOTo7HmfsOWVlZ2r9/v6qqqrR161bNnj1b3bt3d1tqX5JWr16tG2+8UZ06dXLZfscddzj/zs/Pl91uV15enl5//XXdeuutbuXMnTtXs2fPdt6vrKxUbm6uv/8MAIAgRWJZ/VCC/IiF9w2FEeQP+UkrSdLWNeFXI5xl9enoAgAAAAASmadl9RuG94HwtKy+I7x3aLOxVF/efKXXMjwtq984vK++U8r8ve+6NA7y3cL7KkmX+S6jcZDvDO8dav8ppbv+ZK0bD0G+YfxYNTU12rRpk58K1PMU5He1u/43+WxP8D9F4MCYBgAgVQQV4peVlen06dMuH5S1tbXauXOnnnrqKVVUVOiBBx7Q+vXrNWLECElS3759tX//fi1ZssRniJ+Wlqbvfve7kqT+/fvr4MGDKi4udgvxjx49qrfeekuvvPKK3/rm5OQoLy9Pf/vb3zzuz8zM9DhDHwAQeZEI8gMVlfA+RI7g3mXb2BnauuaJsMsONsinowsAAAAASBZvG68FNM7gazb+MmO8LM/5DpQDCfKtXpbcdwg0yFdXHwcEGORbqid73x9gkP+zO/6lZ4zH3HZVzOuqpg8f81OJ+iD/zMM9vO7varcHHeQzpgEASDVBhfhDhgzRgQMHXLaNHTtWvXv31pw5c1RbW6uamhqlpaW5HJOenq66urqgKmYYhqqrq922r1mzRh07dnR+ScCXs2fP6tixY8rJyQnquQEA5uRvNn7MwvsAZuN7Cu9d9scoyKeTCwAAAABIdaEuq+9Pm/fq//1X7/DKsdxf/6/xchhl1P7u4l/vhFzGz+74l/PvyZb7PQb5xsLusvzyU++FPPxRQM8VSJDPmAYAIJUFFeJnZWUpPz/fZVuLFi3Url075/bBgwfrvvvuk9VqVV5ennbs2KG1a9dq6dKlzseMHj1anTt3VnFxsaT636a32+3q0aOHLly4oE2bNmnt2rVavny5y3PV1dVpzZo1KioqUkaGa9Wrqqo0f/583XbbbcrJydFnn32mBx54QO3bt9eoUaOCeZkAgCiJ1rL6cZl57yHI9xfcNxbNIJ+OLgAAAAAg2UVinMEYYw96Nr4jvHdo9lf/Qb6n2fiO8N55/yd+gnwPs/EvhfcXZQySvvUR5HuYjd8wvA+ExyC/UXjfXht0RiN9luMpyGc8AwCAekGF+IEoKSnR3LlzVVhYqC+++EJ5eXlavHixJk++tIxPeXm5y2z9r7/+WlOmTNHnn38uq9Wq3r17a926dS6/cS9Jb731lsrLyzVu3Di3501PT9eBAwe0du1affXVV8rJydG1116rl156SVlZWZF+mQCAEEUqyDeFn0z3uTJAICIZ5BtjQv9NOQAAAAAAElEsg3y1876sfqBBfrNc38cEEuRbrL/zcYACCvJ/dpf/MXNvs/Gli0G+ZaPPxwca5LeLwioJAAAkurBD/O3bt7vcz87O1po1a4J6zKJFi7Ro0SK/zzVs2DCvyx5ZrVa9+eabfssAACASeuoH8a6CE+E9AAAAAACeRWIZ/eyxf5cknfKdWfsM8pvt/039H7m/CLkels4X//gi5CLU7q4/XfxrTEDHT7bcrycvLA79CX3VhfAeAACv0vwfAgBAZEXjd+hipad+4BLgl+vRsMscMnZGSI8zxuwhwAcAAAAApDxP4wyGYQQ1/mCMsbttyx77d2eAL0nZN//e7ZjGmv210f39v7kU4EvS//xG/lh+0uh+5wYBviS1LfRbhjIGudxtd9efGgT40h/1nP8y/DCMm/0e014b3La1MwwCfAAA/CDEBwDERaIF+Y3D+4ZiHeQT3gMAAISnuLhYFotFM2fOdG6rqqrStGnT1KVLF1mtVvXp00fLly/3Wc4rr7wiu92u1q1bq0WLFurfv79eeOEFl2O6du0qi8Xidps6darzmDFjxrjtHzBgQERfMwAkO0doH2x4L8n53quxVzqD+4bhfUOBBvlu4X1DAQb5buF9QwEG+Y3D+4YCDfJbtWrldV+gQb4juCe8BwAgMGEvpw8AQDILdNn8cj2q72hOWM81ZOwMbV3zhNf9BPcAAADhKy0t1YoVK9S3b1+X7bNmzdK2bdu0bt06de3aVZs3b9aUKVPUqVMnjRzp+fd827Ztq3nz5ql3795q2rSpXnvtNY0dO1YdO3bU8OHDnc9XW1vrfMxHH32koUOH6vbbb3cp64YbbnD5ecKmTZtG6iU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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 46 + }, + { + "cell_type": "markdown", + "id": "ba27436959dd314b", + "metadata": {}, + "source": [ + "### Tile 12, 1 - Port Renfrew" + ] + }, + { + "cell_type": "code", + "id": "11fe4a21f88d7e25", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:15.480169Z", + "start_time": "2025-09-30T18:45:15.008909Z" + } + }, + "source": "plot_tile(tile_x_min_max[1], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 47 + }, + { + "cell_type": "markdown", + "id": "c7d4068d5933f23f", + "metadata": {}, + "source": [ + "### Tile 12, 2 - Sombrio Beach" + ] + }, + { + "cell_type": "code", + "id": "b15f56203fa9c58d", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:15.954708Z", + "start_time": "2025-09-30T18:45:15.488226Z" + } + }, + "source": "plot_tile(tile_x_min_max[2], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 48 + }, + { + "cell_type": "markdown", + "id": "b11aef2a6e962c50", + "metadata": {}, + "source": [ + "### Tile 12, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "e5923ccdbc9705a", + "metadata": {}, + "source": [ + "### Tile 12, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "849166cbb6db6c9f", + "metadata": {}, + "source": [ + "### Tile 12, 5\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "919dc2fa5c2dc47f", + "metadata": {}, + "source": [ + "### Tile 12, 6 - Genoa Bay & Maple Bay" + ] + }, + { + "cell_type": "code", + "id": "f1dad60e7f0c8508", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:16.424438Z", + "start_time": "2025-09-30T18:45:15.962610Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 49 + }, + { + "cell_type": "markdown", + "id": "2155e4ed182a5b42", + "metadata": {}, + "source": [ + "### Tile 12, 7 - Crofton, Ganges, Long Harbour & Trincomali Channel\n", + "\n", + "* fill in Athol Peninsula" + ] + }, + { + "cell_type": "code", + "id": "50c9a1cef6b416c4", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:17.339314Z", + "start_time": "2025-09-30T18:45:16.432500Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 50 + }, + { + "cell_type": "markdown", + "id": "74f0c45349a3beb3", + "metadata": {}, + "source": [ + "### Tile 12, 8 - Galiano Island\n", + "\n", + "* separate Parker Island\n", + "* connect 2 points on north end of Prevost Island" + ] + }, + { + "cell_type": "code", + "id": "14d5a8ee8947066c", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:18.237871Z", + "start_time": "2025-09-30T18:45:17.393811Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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qqqtiwYIFMW/evJgwYUL87Gc/i1NPPTUee+yxOOywwzpub9u2bR2Xefrpp+OYY46JT3/6052u67jjjov58+d3/HvQoEF9vYsAABFh4Q/QM59uBQAAQDVpVUBPtCoAAACqSasCeqJVAVRen44YuGXLljjzzDNj3rx5sddee3U675e//GXMmDEjjjzyyBg3blx84QtfiMmTJ8fy5cu7vb4777wzZs2aFSeccEK85z3viS9+8Ysxffr0uP766zu2GTlyZIwePbrj6yc/+UmMHz8+pk6d2um6GhsbO22399579+UuAgD4JCug1zxWAAAAUGlaFdBbHisAAACoNK0K6C2PFQCV1aeFgRdeeGGceOKJMW3atJ3OmzJlStx///2xdu3aSJIklixZEs8++2xMnz692+trbW2NwYMHdzptyJAh8eijj3a5/datW2PBggVxzjnnRF1dXafzli5dGqNGjYr3v//9cd5558WGDRt6vN3Nmzd3+gIAEK4AAAAAyAqtCgAAAICs0KoAALKlodwLLFy4MJ588slYtmxZl+fffPPNcd5558XYsWOjoaEh6uvr4/vf/35MmTKl2+ucPn16zJ07Nz72sY/F+PHj4+c//3ncd999sW3bti63v/fee+PVV1+Ns846q9Ppxx9/fHz605+O5ubmeO655+Lqq6+Oo446KkqlUjQ2Nu50PXPmzIlvfOMbvb/zAEDNEqyA3VUqlaKlpSXtYQAAAFADtCpgd2lVAAAA9BetCthdWhVA5ZS1MHDNmjVxySWXxKJFi3Y6wt92N998czz++ONx//33R3NzczzyyCNxwQUXxJgxY7o8wmBExE033RTnnXdeTJgwIerq6mL8+PFx9tlnx/z587vc/vbbb4/jjz8+mpqaOp1+xhlndPz3xIkT4/DDD4/m5uZ44IEH4rTTTtvpembOnBmXX355x783b94cBxxwwC6/DwBA7RCugP4kYgEAALA7tCqgP2lVAAAA7A6tCuhPWhVAZZS1MLBUKsWGDRs6PSBv27YtHnnkkbjlllti06ZNMWvWrLjnnnvixBNPjIiISZMmxYoVK+K6667rdmHgyJEj495774233norNm7cGE1NTfG1r30tDjzwwJ22ff7552Px4sVx991373K8Y8aMiebm5li1alWX5zc2NnZ5JEEAoLaJVgAAAABkhVYFAAAAQFZoVQAA+VLWwsCjjz46Vq5c2em0s88+OyZMmBBf/epXY9u2bdHW1hb19fWdthkwYEC0t7fv8voHDx4c+++/f7S1tcVdd90Vp59++k7bzJ8/P0aNGtWx8LAnGzdujDVr1sSYMWN2uS0AUPuEK6AafLoVAAAAvaFVAdWgVQEAANAbWhVQDVoVQP8ra2HgsGHDYuLEiZ1OGzp0aOyzzz4dp0+dOjWuvPLKGDJkSDQ3N8fDDz8cd9xxR8ydO7fjMp/73Odi//33jzlz5kRExBNPPBFr166NQw89NNauXRuzZ8+O9vb2+MpXvtLpttrb22P+/PkxY8aMaGjoPPQtW7bE7Nmz41Of+lSMGTMmfve738WsWbNi3333jVNPPbWcuwkA1BDRCkiDiAUAAEBXtCogDVoVAAAAXdGqgDRoVQD9q6yFgb2xcOHCmDlzZpx55pnxxz/+MZqbm+Oaa66J888/v2ObF154odNRBd9666246qqrYvXq1bHnnnvGCSecEHfeeWe8613v6nTdixcvjhdeeCHOOeecnW53wIABsXLlyrjjjjvi1VdfjTFjxsTHP/7x+Kd/+qcYNmxYf99NACDjhCsgbSIWAAAA22lVQNq0KgAAALbTqoC0aVUA/We3FwYuXbq0079Hjx4d8+fPL+syU6dOjV//+te7vK1jjz02kiTp8rwhQ4bEz372s11eBwBQu0QrIGtELAAAgOLSqoCs0aoAAACKS6sCskarAugf/X7EQACAahOugCwTsQAAAIpFqwIAAAAgK7QqAIDaZmEgAJBLohUAAAAAWaFVAXnhQ6wAAABqn1YF5IVWBbD7LAwEAHJFuALySMQCAACoPToVkFdaFQAAQO3RqoC80qoAdo+FgQBALohXQN6JWAAAAPmnUQG1QqsCAADIP60KqBVaFUDfWRgIAGSWeAXUGhELAAAgn3QqAAAAALJCqwIAYLv6tAcAAPBOpVJJwAJqlsc3AACA/NCpgFrm8Q0AACBftCqglnl8A+gbCwMBgMwQr4Ci8FgHAACQbToVUBQe6wAAALJPqwKKwmMdQPka0h4AAFBsfpEDAAAAICu0KqCISqVStLS0pD0MAAAA3kGrAopIqwIojyMGAgCp8ElWQNF5DAQAAMgOrQooOo+BAAAA2aFVAUXnMRCg9ywMBACqSrgC+DOPhwD9a86cOVFXVxeXXnppx2lbtmyJiy66KMaOHRtDhgyJgw46KG699dYer6etrS2++c1vxvjx42Pw4MExefLkePDBBzttM27cuKirq9vp68ILL+zY5qyzztrp/COOOKJf7zMAsHu0KoA/83gI0L+0KgCgXFoVwJ95PATonYa0BwAA1D6/oAF0r1QqRUtLS9rDAMi9ZcuWxW233RaTJk3qdPpll10WS5YsiQULFsS4ceNi0aJFccEFF0RTU1OccsopXV7XVVddFQsWLIh58+bFhAkT4mc/+1mceuqp8dhjj8Vhhx3WcXvbtm3ruMzTTz8dxxxzTHz605/udF3HHXdczJ8/v+PfgwYN6q+7DAD00YoVK6K+3mdnAnRFqwLoH1oVANBb3lcF0D2tCmDX/NUTAKiI7Z9gJV4B7JrHSoDds2XLljjzzDNj3rx5sddee3U675e//GXMmDEjjjzyyBg3blx84QtfiMmTJ8fy5cu7vb4777wzZs2aFSeccEK85z3viS9+8Ysxffr0uP766zu2GTlyZIwePbrj6yc/+UmMHz8+pk6d2um6GhsbO22399579++dBwB6bcWKFWkPASAXtCqA3aNVAQC94X1VAL3jsRKgZ44YCAD0K7+EAQBQbRdeeGGceOKJMW3atPjWt77V6bwpU6bE/fffH+ecc040NTXF0qVL49lnn42bbrqp2+trbW2NwYMHdzptyJAh8eijj3a5/datW2PBggVx+eWXR11dXafzli5dGqNGjYp3vetdMXXq1Ljmmmti1KhR3d5ua2trx783b94cERFtbW3R1tbW/Teg4LZ/b3yP4M/sF/BnOy4GbG9v7/T/gP2C7hX9dYTXU9C1Wt43+vM+1XqrAgD6zvuqAADobxYGAgC7TbQC2H2lUilaWlrSHgZA7ixcuDCefPLJWLZsWZfn33zzzXHeeefF2LFjo6GhIerr6+P73/9+TJkypdvrnD59esydOzc+9rGPxfjx4+PnP/953HfffbFt27Yut7/33nvj1VdfjbPOOqvT6ccff3x8+tOfjubm5njuuefi6quvjqOOOipKpVI0NjbudD1z5syJb3zjGzudvmjRothjjz16+C4QEfHQQw+lPQTIHPsFdG39+vVpDwEyx37BO7300ktpDyETvJ6CrtXivvHGG2/0y/UUoVUBAOXz3iqA3eN9VQDdq0uSJEl7EFmxefPmGDFiRGzatCmGDx+e9nAAINMEK4DKELGAouiPDrNmzZo4/PDDY9GiRTF58uSIiDjyyCPj0EMPjRtvvDEiIq677rqYN29eXHfdddHc3ByPPPJIzJw5M+65556YNm1al9f7+9//Ps4777z48Y9/HHV1dTF+/PiYNm1azJ8/v8s3iU2fPj0GDRoUP/7xj3sc77p166K5uTkWLlwYp5122k7nd/Up7AcccED84Q9/0Kp60NbWFg899FAcc8wxMXDgwLSHA5lgv6Codjw6YFfa29tj/fr1MXr06Kivr6/OoCDj7BfsyqGHHpr2EFLh9RR0rZb3jc2bN8e+++6rVe2gu1blfVUA0DveWwXQ/7yvCiiKct5X5YiBAEBZRCuAyvIJVwC9VyqVYsOGDZ0eN7dt2xaPPPJI3HLLLbFp06aYNWtW3HPPPXHiiSdGRMSkSZNixYoVcd1113X7ZquRI0fGvffeG2+99VZs3Lgxmpqa4mtf+1oceOCBO237/PPPx+LFi+Puu+/e5XjHjBkTzc3NsWrVqi7Pb2xs7PLT2QcOHFhzb7arBN8n2Jn9giLYsVX1dlFTfX29BVDwDvYLulP01xJeT0HXanHf6I/7U5RWBQB0z/uqAACoNgsDAYBdEq0AAMiio48+OlauXNnptLPPPjsmTJgQX/3qV2Pbtm3R1ta20xucBwwYEO3t7bu8/sGDB8f+++8fbW1tcdddd8Xpp5++0zbz58+PUaNGdbyZqycbN26MNWvWxJgxY3a5LQDQPa0KoHp8iBVA72lVAFBMWhVA9WhVADuzMBAA6JZwBZAOEQugd4YNGxYTJ07sdNrQoUNjn3326Th96tSpceWVV8aQIUOiubk5Hn744bjjjjti7ty5HZf53Oc+F/vvv3/MmTMnIiKeeOKJWLt2bRx66KGxdu3amD17drS3t8dXvvKVTrfV3t4e8+fPjxkzZkRDQ+fMtmXLlpg9e3Z86lOfijFjxsTvfve7mDVrVuy7775x6qmnVuLbAQA1T6sCSIdWBdA7WhUAFItWBZAOrQqgMwsDAYBORCuAbBCxAPrHwoULY+bMmXHmmWfGH//4x2hubo5rrrkmzj///I5tXnjhhU6f1P7WW2/FVVddFatXr44999wzTjjhhLjzzjvjXe96V6frXrx4cbzwwgtxzjnn7HS7AwYMiJUrV8Ydd9wRr776aowZMyY+/vGPxz/90z/FsGHDKnZ/AaAW6VUAANQKrQoA8k+rAgAgS+qSJEnSHkRWbN68OUaMGBGbNm2K4cOHpz0cAKgq0QogmywOBGqVDrNrvke909bWFj/96U/jhBNOiIEDB6Y9HMgE+wW1or97VXt7e7z00kvR1NTU6Y3WUGT2C8pRpE7l9RR0rZb3DR1m13yPACg6760CyJYitSqgeMrpMI4YCAAFJ1oBAAAAkCV6FUA2lUolb7gCAAAKR6sCyCatCuBPLAwEgIISrQDyQcQCAACKQq8CAAAAICu0KgAA8sDCQAAoEMEKIJ8sDgQAAGqZZgWQHzoVAABQ67QqgPzQqgAsDASAQhCsAAAAAMgSvQogv7zhCgAAqDVaFUB+aVVA0dWnPQAAoHJKpZJwBVAjPJ4DAAC1QK8CqA0eywEAgFqgVQHUBo/lQJE5YiAA1CC/5ADUJp9wBQAA5JFWBVCbtCoAACCPtCqA2qRVAUVlYSAA1BDhCqD2iVgAAEBeaFUAAAAAZIVWBQBALbIwEAByTrQCAAAAICu0KoBi8SFWAABAlmlVAMWiVQFFZGEgAOSQaAVQbCIWAACQJVoVQLFpVQAAQJZoVQDFplUBRWNhIADkiHAFwHYiFgAAkCadCoAdaVUAAECatCoAdqRVAUViYSAAZJxwBQAAAEBWaFUAAAAAZIVWBQBA0VkYCAAZJFoB0Bs+3QoAAKgGrQqA3tCqAACAatCqAOgNrQooivq0BwAA/FmpVBKvACiL5w0AAKBStCoAyuV5AwAAqBStCoByed4AisARAwEgZX7xAGB3+YQrAACgv2hVAOwurQoAAOgvWhUAu0urAmqdhYEAkBLhCgAAAICs0KoA6E/ecAUAAOwOrQqA/qRVAbXMwkAAqCLRCoBKEbAAAIC+0KsAAAAAyAqtCgAAylOf9gAAoAhKpZJwBUDFea4BAAB6S68CoNI8zwAAAL2lVQFQaZ5ngFplYSAAVJBoBUC1ed4BAAB6olcBUE2ecwAAgJ5oVQBUk+ccoBY1pD0AAKhFfnkAAAAAIEv0KgDSUiqVoqWlJe1hAAAAGaJVAZAWrQqoNRYGAkA/EawAyAoBCwAA2E6zAgAAACArtCoAAOhfFgYCwG4SrADIIosDAQCguPQqALJGqwIAgOLSqgDIGq0KqCUWBgJAH4lWAAAAAGSJXgVAlnnDFQAAFItWBUCWaVVArbAwEADKJFoBkBcCFgAA1D6tCgAAAICs0KoAAKC66tMeAADkRalUEq8AyB3PXQAAUJu0KgDyyHMXAADUJq0KgDzy3AXUAkcMBIAeeNEPQC1w5EAAAKgNWhUAtUCrAgCA2qBVAVALtCog7ywMBIB3EK0AAAAAyAqtCgAAAICs0KoAACBbLAwEgP8kXAFQy3y6FQAA5IdOBUCt06oAACA/tCoAap1WBeSZhYEAFJpwBUCRiFgAAJBtWhUARaJVAQBAtmlVABSJVgXklYWBABSOaAUAAABAVmhVAAAAAGSFVgUAAPlSn/YAAKBaSqWSeAVA4XkuBACAbNCqAECrAgCArNCqAECrAvLJEQMBqGlepAPAzkqlUrS0tKQ9DAAAKBytCgB2plUBAEA6tCoA2JlWBeSNIwYCUJN8ihUA9MzzJAAAVI9WBQA98zwJAADVo1UBQM88TwJ54oiBANQML8QBoDw+4QoAACpLrwKA3tOqAACgsrQqAOg9rQrICwsDAcg90QoAAACALNGrAAAAAMgKrQoAAGpXfdoDAIC+KpVKwhUA7CbPpQAA0H/0KgDYPZ5HAQCg/2hVALB7PI8CeeCIgQDkihfZAND/SqVStLS0pD0MAADILc0KAPqPVgUAALtHqwKA/qNVAVnniIEA5IJPsAKAyvI8CwAA5dOsAKAyPL8CAED5tCoAqAzPr0CWOWIgAJnmxTQAAAAAWaJXAQAAAJAVWhUAABSbhYEAZI5gBQDpKJVK0dLSkvYwAAAgc/QqAKg+rQoAALqmVQFA9WlVQFZZGAhAZohWAJA+EQsAAP5EqwKA9GlVAADwJ1oVAKRPqwKyqD7tAQBAqVQSrwAgQzwvAwBQZFoVAGSL52UAAIpMqwKAbPG8DGSNIwYCkAovjAEg23zCFQAARaJVAUC2aVUAABSJVgUA2aZVAVliYSAAVSVcAQAAAJAVWhUAAAAAWaFVAQAA5bIwEICqEK4AIH98uhUAALVIpwKAfNKqAACoRVoVAOSTVgVkRX3aAwCgtpVKJQELAHLM8zgAALVCpwKA/PNcDgBArdCqACD/PJcDWeCIgQD0Oy90AaC2+IQrAADyTKsCgNqiVQEAkGdaFQDUFq0KSJuFgQD0G+EKAAAAgKzQqgAAAADICq0KAACohPq0BwBA/pVKJfEKAGqc53oAAPJCqwKA2ue5HgCAvNCqAKD2ea4H0mRhIAB9JlwBQLF43gcAIMu0KgAoFs/7AABkmVYFAMXieR9IS0PaAwAgf7x4BYDiKpVK0dLSkvYwAACgg1YFAAAAQFZoVQAAQDVZGAhAr4hWAMB2FgcCAJA2rQoAiNCpAADIBq0KAIjQqoB0WBgIQLdEKwAAAACyQqsCALriDVcAAKRBqwIAuqJVAdVmYSAAOxGuAIBdEbEAAKgGnQoAAACArNCqAACArLEwEICIEK4AgPJZHAgAQKVoVQBAOXQqAAAqSasCAMqhVQHVZGEgQIGJVgDA7hKyAADoL1oVALA7dCoAAPqTVgUA7A6tCqgWCwMBCki4AgAAACArtCoAAAAAskKrAgAA8sTCQICCEK0AgErxCVcAAJRLGosC1gABAABJREFUqwIAKkGnAgCgL7QqAKAStCqgGurTHgAAlVUqlcQrAKDivN4AAKA3tCoAoNK81gAAoLe0KgCg0rzWACrNEQMBapAXkQBAGnzKFQAAXdGqAIBq06kAAOiOVgUAVJtWBVSShYEANUS4AgAAACArtCoAIE3ecAUAwI60KgAgTVoVUCkWBgLUAOEKAMgKEQsAoNh0KgAAAACyQqsCAABqnYWBADklXAEAWWVxIABA8WhVAEAW6VQAAMWkVQEAWaRVAZVgYSBAzghXAEAeCFkAALVPpwIA8kCnAgAoBq0KAMgDrQrobxYGAuSEeAUAAABAFuhUAEDeeMMVAEDt0qoAgLzRqoD+ZGEgQIYJVwBAnolYAAC1RasCAAAAICu0KgAAgIj6tAcAwM5KpZJ4BQDUBK9pAADyT6sCAGqB1zMAALVBqwIAaoHXM0B/sTAQIEOEKwCgFnl9AwCQT1oVAFBrvLYBAMgvrQoAqDVe2wD9oSHtAQAUnRd1AAAAAGSFVgUA1LpSqRQtLS1pDwMAgF7QqgCAWqdVAbvLwkCAlAhXAECRiFgAANmmVQEAAACQFVoVAABA71gYCFBFohUAUGQWBwIAZItWBQAUlU4FAJA9WhUAUFRaFbA76tMeAEARlEol8QoAIPxBDwAgC7QqAACdCgAgK7QqAACtCug7RwwEqBAv0AAAAADICq0KAGBnPo0dACAdWhUAwM60KqAvLAwE6GfCFQBAz0QsAIDq0aoAAAAAyAqtCgAAoH9ZGAjQD0QrAIDyWBwIAFA5K1as6Pj/+vr6dAcDAJBxOhUAQGV5XxUAQO9pVUC5LAwE2A3CFQAAAABZoVUBAPSNN1wBAPQ/rQoAoG+0KqAcFgYClEm0AgDoHyIWAMDu06oAAPqHVgUAsPu0KgCA/qFVAb1Vn/YAAPKiVCqJVwAA/czrKwCAvtGqAAD6n9dXAAB9o1UBAPQ/r6+A3nDEQIBd8KIKAKCyfMIVAEDvaVUAAAAAZIVWBQAAkC4LAwG6IFoBAAAAkCV6FQBAdZRKpZg0aVLawwAAyDStCgCgOnzgOrArFgYC7EC0AgBIh4gFANA1vQoAoPpWrFiR9hAAADJJqwIAqD7vqwJ6YmEgQIhWAABZIGIBAPyJVgUAAABAVmhVAADp874qoDsWBgKFJVoBAAAAkCV6FQAAAABZoVUBAABkX/3uXHjOnDlRV1cXl156acdpW7ZsiYsuuijGjh0bQ4YMiYMOOihuvfXWHq+nra0tvvnNb8b48eNj8ODBMXny5HjwwQc7bTN79uyoq6vr9DV69OhO2yRJErNnz46mpqYYMmRIHHnkkfHMM8/szl0EalCpVBKuAAAyyus0AKBotrcqr4MAALJnxYoVaQ8BAKCqtCoAgOzyGg3oSp8XBi5btixuu+22mDRpUqfTL7vssnjwwQdjwYIF8Zvf/CYuu+yyuPjii+O+++7r9rquuuqq+N73vhff+c534te//nWcf/75ceqpp8ZTTz3VabuDDz441q1b1/G1cuXKTuf/7d/+bcydOzduueWWWLZsWYwePTqOOeaYeO211/p6N4EaIloBAOSD12wAQBFoVQAA+eA1GwBQBFoVAEA+eM0GvFOfFgZu2bIlzjzzzJg3b17stddenc775S9/GTNmzIgjjzwyxo0bF1/4whdi8uTJsXz58m6v784774xZs2bFCSecEO95z3vii1/8YkyfPj2uv/76Tts1NDTE6NGjO75GjhzZcV6SJHHjjTfG//gf/yNOO+20mDhxYvzwhz+MN954I/7X//pffbmbQA3wKVYAAPnk9RsAUIu0KgCAfPL6DQCoRVoVAEA+ef0G7KhPCwMvvPDCOPHEE2PatGk7nTdlypS4//77Y+3atZEkSSxZsiSeffbZmD59erfX19raGoMHD+502pAhQ+LRRx/tdNqqVauiqakpDjzwwPjMZz4Tq1ev7jjvueeei/Xr18exxx7bcVpjY2NMnTo1HnvssW5vd/PmzZ2+gPwTrQAAAADIEq0KACD/vJ4DAGqFVgUAkH9ezwHbNZR7gYULF8aTTz4Zy5Yt6/L8m2++Oc4777wYO3ZsNDQ0RH19fXz/+9+PKVOmdHud06dPj7lz58bHPvaxGD9+fPz85z+P++67L7Zt29axzYc//OG444474v3vf3+8/PLL8a1vfSs++tGPxjPPPBP77LNPrF+/PiIi9ttvv07Xvd9++8Xzzz/f5e3OmTMnvvGNb5T7LQAyygscAIDaUiqVoqWlJe1hAAD0iVYFAAAAQFZoVQAAALWprCMGrlmzJi655JJYsGDBTkf42+7mm2+Oxx9/PO6///4olUpx/fXXxwUXXBCLFy/u9npvuummeN/73hcTJkyIQYMGxUUXXRRnn312DBgwoGOb448/Pj71qU/FIYccEtOmTYsHHnggIiJ++MMfdrquurq6Tv9OkmSn07abOXNmbNq0qeNrzZo1vfo+ANnh6IAAALXN6zwAIG+0KgCA2uV1HgCQN1oVAEDt8joPiCjziIGlUik2bNjQ6YgN27Zti0ceeSRuueWW2LRpU8yaNSvuueeeOPHEEyMiYtKkSbFixYq47rrrYtq0aV1e78iRI+Pee++Nt956KzZu3BhNTU3xta99LQ488MBuxzJ06NA45JBDYtWqVRERMXr06IiIWL9+fYwZM6Zjuw0bNux0FMHtGhsbo7GxsZxvAZABXsQAABSLIwcCAFmnVwEAFIdWBQBknVYFAFAcWhVQ1sLAo48+OlauXNnptLPPPjsmTJgQX/3qV2Pbtm3R1tYW9fWdD0Q4YMCAaG9v3+X1Dx48OPbff/9oa2uLu+66K04//fRut21tbY3f/OY38V//63+NiIgDDzwwRo8eHQ899FAcdthhERGxdevWePjhh+Nv/uZvyrmbQEaJVgAAAABkhVYFAFBc3nAFAGSNVgUAUFxaFRRbWQsDhw0bFhMnTux02tChQ2OfffbpOH3q1Klx5ZVXxpAhQ6K5uTkefvjhuOOOO2Lu3Lkdl/nc5z4X+++/f8yZMyciIp544olYu3ZtHHroobF27dqYPXt2tLe3x1e+8pWOy3z5y1+OT3ziE/Hud787NmzYEN/61rdi8+bNMWPGjIiIqKuri0svvTS+/e1vx/ve97543/veF9/+9rdjjz32iL/+67/u23cHSJ1oBQBAhIAFAGSDVgUAAABAVmhVAAAAlLUwsDcWLlwYM2fOjDPPPDP++Mc/RnNzc1xzzTVx/vnnd2zzwgsvdDqq4FtvvRVXXXVVrF69Ovbcc8844YQT4s4774x3vetdHdu8+OKL8Vd/9Vfxhz/8IUaOHBlHHHFEPP7449Hc3NyxzVe+8pV4880344ILLohXXnklPvzhD8eiRYti2LBh/X03gQoTrgAAeCeLAwGAtGhVAAC8k1YFAKRFqwIA4J20Kiiu3V4YuHTp0k7/Hj16dMyfP7+sy0ydOjV+/etf93iZhQsX7nIsdXV1MXv27Jg9e/YutwWyR7QCAAAAIEv0KgAAeuINVwBANWlVAAD0RKuCYur3IwYClEu0AgCgtwQsAKAa9CoAAAAAskKrAgAAoDv1aQ8AKK5SqSRcAQBQNq8hAYBK0asAACiX148AQKVoVQAAlMvrRygeCwOBqhOtAADYXV5PAgD9Sa8CAGB3eC0JAPQnrQoAgN3htSQUS0PaAwCKwQsMAAAAALJGswIAAAAgK7QqAAAAymVhIFBRghUAAJVSKpWipaUl7WEAADmjVwEAUAlaFQDQF1oVAACVoFVBcdSnPQCgNpVKJeEKAICK85oTAOgtvQoAgErzehMA6C2tCgCASvN6E4rBEQOBfuUFBAAAAABZoVUBAAAAkBVaFQAAAP3NEQOBfuFTrAAASIvXoQDAO2lVAACkxetQAOCdtCoAANLidSjUPkcMBPrMCwUAALKiVCpFS0tL2sMAAFKkVQEAkBVaFQCgVQEAkBVaFdQ2RwwEyuZTrAAAyCKvUYE5c+ZEXV1dXHrppR2nbdmyJS666KIYO3ZsDBkyJA466KC49dZbe7yetra2+OY3vxnjx4+PwYMHx+TJk+PBBx/stM3s2bOjrq6u09fo0aP/P/b+PU6Sur4X/9+97MKuyC4EL7CA3IIBs1zO6TZegsL3gKBL/AJJCFEOeMUg4M/FE4hcPF9UkBwVvoAejZd4ASIQogKJGwIaAYnglxldRUElokK4HCLqrshtYfr3x9BDz0xPd1d1VXd11fP5ePQDdqaqq3agu6te836/P7O2aTabceaZZ8bKlStj2bJlsf/++8cPfvCDzP6+wDM5lesAAACKxjUqIKuC6pFVAQBQVK5RobysGAj0zQUBAABFZ8IVVNett94an/zkJ2Ovvfaa9fWTTjopvv71r8cll1wSO+20U1x77bVx/PHHx8qVK+PQQw/t+FxnnHFGXHLJJfGpT30qdt999/iXf/mXOPzww+Ob3/xm/Jf/8l9mtvv93//9+OpXvzrz50022WTW83zwgx+M8847Lz73uc/FC1/4wjjrrLPiVa96VfzoRz+KLbbYIsO/PVSLjAoAgHEhq4LqklVBdciqAAAYF7IqKCcrBgJdmWQFAABA0T388MNx1FFHxac+9anYaqutZn3v5ptvjje84Q2x//77x0477RRve9vbYu+9946JiYkFn+/iiy+O0047LVavXh277LJLvP3tb4+DDz44zj333FnbLV68OLbZZpuZx3Of+9yZ7zWbzTj//PPj9NNPjz/+4z+OVatWxec///l45JFH4gtf+EK2PwCoCBkVAAAA40BWBdUgqwIAAKAIrBgIdCS4AgBgXJluBdVzwgknxCGHHBIHHnhgnHXWWbO+t++++8bVV18db37zm2PlypVx/fXXx49//OO44IILFny+xx9/PJYuXTrra8uWLYubbrpp1tfuvPPOWLlyZWy22Wbxkpe8JD7wgQ/ELrvsEhERP/3pT+OBBx6Igw46aGb7zTbbLPbbb7/45je/GX/xF3/R8biPP/74zJ83bNgQEREbN26MjRs39vnTqJ7Wz8bPqLzWrVs36lMYO1NTU7P+CUzz2oD5vC6gsyxfG7feemvss88+Az8PFEGZ78Gz/DuVPauCqlNTBQDAOFNXBeWjMRCYRXgFAEAZCLGgOi677LL49re/HbfeemvH71944YVx7LHHxvbbbx+LFy+ORYsWxac//enYd999F3zOgw8+OM4777x45StfGbvuumt87Wtfi6uuuiqeeuqpmW1e8pKXxEUXXRQvfOEL4//8n/8TZ511Vrz85S+PH/zgB7H11lvHAw88EBERz3/+82c99/Of//z4+c9/3vG455xzTrz3ve+d9/Vrr702nvWsZ/X8WVTdddddN+pTgMJpvRcBs3ltwHxeF9BZVq+N++67L5PngaIo4z34I488ksnzVCGrgqpSUwUAQFmoq4Jy0RgICK4AACglIRaU3z333BPvfOc749prr503Nb3lwgsvjFtuuSWuvvrq2HHHHePGG2+M448/Prbddts48MADO+5zwQUXxLHHHhu777571Gq12HXXXeNNb3pTfPazn53Z5jWvec3Mv++5557xspe9LHbdddf4/Oc/H+9617tmvler1WY9d7PZnPe1llNPPXXWvhs2bIgddtghDjrooFi+fHnvH0hFbdy4Ma677rp41ateFUuWLBn16ZABKwQObmpqKh544IHYZpttYtGiRaM+HSgMrw2Yz+sCOsvrtWHlQMZdme/Bs1gNrypZFVSNuioAAMpIXRWUh8ZAqDDBFQAAAONscnIyHnzwwVlh9VNPPRU33nhjfPSjH43169fHaaedFl/+8pfjkEMOiYiIvfbaK9atWxcf/vCHFyy2eu5znxtXXnllPPbYY/HQQw/FypUr493vfnfsvPPOC57L5ptvHnvuuWfceeedERGxzTbbRMT06hLbbrvtzHYPPvjgvMnsLZtttllsttlm876+ZMmS0hXb5cHPafy1sipNCdlZtGiRnyd04LUB83ldQGdZvzbcs1AWZbwHz+LvU5WsCqpCXRUAAADjwG93oIImJyeFVwAAVILrXii3Aw44IG677bZYt27dzKPRaMRRRx0V69ati6eeeio2btw4r4hzk002iampqZ7Pv3Tp0thuu+3iySefjC9+8Ytx6KGHLrjt448/HnfcccdMYdXOO+8c22yzTVx33XUz2zzxxBNxww03xMtf/vKUf2MoJ1kVAABV4boXyk1WBeUgqwIAoCpc90I5WDEQKsIHNwAAVTU5OTlrQjNQHltssUWsWrVq1tc233zz2HrrrWe+vt9++8XJJ58cy5Ytix133DFuuOGGuOiii+K8886b2eeYY46J7bbbLs4555yIiPjWt74V9957b+yzzz5x7733xplnnhlTU1NxyimnzOzzl3/5l/Ha1742XvCCF8SDDz4YZ511VmzYsCHe8IY3RERErVaLNWvWxAc+8IHYbbfdYrfddosPfOAD8axnPSte//rX5/2jgcKTVQEAUFWyKigvWRWML1kVAABVJauC8acxEEpOcAUAAEIsqLLLLrssTj311DjqqKPil7/8Zey4445x9tlnx3HHHTezzd133z1rUvtjjz0WZ5xxRtx1113x7Gc/O1avXh0XX3xxbLnlljPb/Md//Ee87nWvi1/84hfx3Oc+N1760pfGLbfcEjvuuOPMNqeccko8+uijcfzxx8evfvWreMlLXhLXXnttbLHFFkP5u0MRyaoAAEBWBVUmq4JikVUBAICsCsZdrdlsNkd9EkWxYcOGWLFiRaxfvz6WL18+6tOB1IRWAADQmRALikMO05ufUX82btwYa9eujdWrV8eSJUtGfTp0IKsavqmpqbjvvvti5cqVs4pJoeq8NmA+rwvobFivDVkV46bM9+BymN78jCgLWRUAAHQmq4LiSJLDWDEQSkRwBQAAAEBRyKoAAAAAKApZFQAAAGWkMRDGnNAKAAD6Nzk5aboVAORIVgUAAP2TVQFAvmRVAADQP1kVjKdFoz4BIJ3JyUnhFQAApOA6GgCyJ6sCAIB0XEcDQPZkVQAAkI7raBg/VgyEMeKDFgAAsmHCFQAMTlYFAADZkFUBwOBkVQAAkA1ZFYwXjYEwBgRXAAAAABSFrAoAAACAopBVAQAAUGUaAwEAAKgk060AoH8KrAAAIF+yKgDon6wKAADyJauC8aExEAAAgMoSYgHAwhRYAQDAcMmqAGBhsioAABguWRWMB42BMAbq9bpwCwAAciLEAoBnyKAAAAAAKApZFQAAAHS3aNQnAPRHoTIAAAAAeZmcnFRoBQAABeC6HABkVQAAUBSuy6H4NAYCAABQeUIsAKqqdsXlUbvi8lGfBgAA0EZWBUBVyaoAAKB4ZFVQbItHfQJA/+r1ug9WAADIyeTkpJW6AagMBVYAAAAAFIWsCgAAANKxYiCMGYXKAACQH4M4ACi7haauN+769xGcDQAAsBA5FQBVIKsCAIDxIKuC4tIYCGNIcyAAAAAASSxUZNVOwRUAABSLgisAykpWBQAA40dWBcWkMRAAAADaCLEAKJN+iqzaKbgCAAAAIC+yKgAAAMiWxkAYU1YNBACA/GgOBAAAAKAI5FQAAAAAFIWsCopHYyCMsWE0B9brdU2IAAAAABWSdBJ7Y9NGNDZt5HQ2AACAgisAqkxWBQAAxSKrgmLRGAh0NLchUHMgAABVI8QCoAyaRxyZar9eBVetAqv2IisFVwAAkB9ZFQBlIKsCAIBykFVBcWgMhDGXdcNetxUCNQcCAFA1QiwAyiDLgqteE9cVXAEAQH5kVQCUgawKAADKQVYFxaAxEEogi4a9bg2BWR8LAADGiRALgDIYpOCq08T1rvsouAIAAACgC1kVAAAAZENjIJREmoa9VjOgZj8AAAAA5moecWTqIi0AACAfhlgBUFWyKgAAKB5ZFYyexkCooEGbATUSAgBQNUIsAMqg38KpuUVWzT2biY+VdBL7G+uNeGPd9HYAAOiHrAqAMpBVAQBAOciqYLQ0BkKJ9GrYy3J1QM2BAABUjRALgDLoVnDVbep6HgVXrQKr9iIrBVcAANAfWRUAZSCrAgCAcpBVwehoDISS6dSwl2VDYK9jAQAAAFBscwuquhVZzdouo4KrXhPXFVwBAAAAVIesCgAAANJbPOoTALI3zIa9er2uwx8AgMqYnJw0IAOAUuinuCorjU0bsWrPZPu8sd6Iz01O5HNCAABQErIqAMpCVgUAAONPVgWjYcVAAAAASMBgDACqLOkk9uaezVTT29M4oN6IA0xwBwCgYmRVAFSZrAoAAIpFVgXDpzEQGNgwOvvr321E/bvCMgAAikGIBUCV9SqeahVYtW93WyQvuHpjn4VTc4usFFwBAFA1sioAqkxWBQAAxSKrguHSGAhkIo/mwFYzYHtDoOZAAACKQogFQJV1KrjqNXE964KrblPXFVwBAFA1sioAqkxWBQAAxSKrguHRGAhkJqvmwF6rA2oOBAAAABi99mnrvSazD2JuwVW3Iqu52wEAQJUouAKgymRVAABQLLIqGI7Foz4BgIjkzX717zZicu+JnM4GAAD6Mzk5mcvq2QBQVrdFM/aMWuL93lhvxD05nA8AAJSNvAoA+ierAgCAfMmqIH9WDAQylfSDu9fqgL32BQCAUTPdCgCSuS2STWy/LZqJ92lJOom9fnYj6mfLnAAAGG/yKgDon6wKAADyJauCfFkxEMhcvV7v+gGuoQ8AgLIx3QoAstWpuOrX0YwtU0xwP6DeiK9NTiz4/U7FVfWzGzF5+sL7AAAAAFAdsioAAACKyoqBQC46FUUPsjrggsfRZAgAAAAwdjoVU7WmrXebuP7rDKex95q4bho7AADjzCR2AOifrAoAAPIlq4L8WDEQyE29Xo/4TPLJWImP891GTO5tKhYAAKNl1UAASKZbUVU3g0xj//UfJ9vHNHYAAMaZvAoA+ierAgCAfMmqIB9WDARKwcqBAAAUgelWAFBMv45m6gnuSW3WaMRmDVkVAAAAAJ3JqgAAAMiKxkAgX28eTogVoTkQAIBi0BwIAPnrp3CqVWA1a9svJc+q6mf3lznNLbJScAUAQBHIqgAgf7IqAADoj6wKsqcxEMif5kAAAAAAMtap4KpjgdVcGRdcdZu6ruAKAIAiUHAFAPmTVQEAQH9kVZAtjYEAAACQMQEWAAxHe3FVP5PZBzG34KpbkdXc7QAAAAAoP1kVAAAAw6YxEBgOqwYCAFAxmgMBoMBSTGKPmC646rfICgAAikRWBQAFJqsCAKBiZFWQHY2BwPBoDgQAoGKEWABQYAkLrmpfnn6koTgLAIAikFUBQIHJqgAAqBhZFWRj8ahPgHKZ++Zcr9dHdCYU1pubEZ+pDeVQ9e82YnLviaEcCwAAAIDy6VRctWdE3JbiuTZrNOLxCVkVAAAAAOnIqgAAAJjLioFkYnJysmPHti5uRs3KgQAAjJr7IgAosA6T2FvT1rtNXN8z5eFMYwcAYNRkVQBQYLIqAAAqRlYFg9MYyEAWagicuw3M8ub5IVaeNAcCADBq7osAoMC+1OyrwCorCq4AABg1WRUAFJisCgCAipFVwWA0BpJYqxnQGzADGVZz4JubQ29EBACATtxDAUC5pJnEviYuijVxUebnAgAAScmqAKBcZFUAAIwzWRWkpzGQvg3SDOiNmqGb0xBYr9dHeDIAADDNvREAFFOzmW6wVL8FV3OLrP6qcXuq4wEAQJZkVQBQTLIqAACqSFYF6WgMpKesVgf0Rs08Wa/k12oGXOB5NQcCAAAAsJC0BVfddJu6ruAKAAAAgIXIqgAAAOjH4lGfAMWUVxPf5OSk5ixme3Mz4jO1wZ8DAADGhPsiACiuZrMZtVqyrGrPiLhtztcWKrACAICikVUBQHHJqgAAqBpZFSSnMZBZrOrHSKRtDkzREFiv1/1/DgDAyAmxAKBc9oyIA1IUWP1V4/b4XxMvyv6EAAAgAVkVAJSLrAoAgHEmq4JkFo36BCiGycnJoTVLacpiIG9uPvNIyYUCAABF4N4IAIqp2UyWOzWbzcT7tPurxu2Jtm98Z/NofGfz1McDAIBOZFUAUEyyKgAAqkhWBf3TGFhhrWbAUbxpeqNmnl6NfgM2A86lORAAAACAhfQqnmoVWLVv99Xm0bmdT6vAqr3ISsEVAAAAQDXIqgAAAFiIxsAKGlUzIPTUqfEv44ZAAAAoEvdmAFBcnQquek1cT1tw1WkSe6cCq07bAABAVmRVAFBcsioAAKpGVgX90RhYIUVrCCzSuVAgrUbAITQEWjUQAIAicG8EAMXVPm2912T2lkEKrvopsAIAgDzJqgCguGRVAABUjawKetMYWAFFawhsV9Tzojo0BwIAUATujQCg2r7aPDp1kZbCLAAAsiarAoBqk1UBAFAksiroTmNgSbWaAcfhTXAczhEGVa/XNSECANCVeyOgzMYpq4Is9Fs4NbfIqvnW3VMdL2nBVf3yRtQvb6Q6FgAA1eD+DSgzWRVVI6sCAGDcuX+DhS0e9QmQLW94kFy9Xs/ltdOpETCvYwEAAEARdboHnpycNDyHSvhq8+g4sHbxgt9bSPOtu0ft0z/M/Hw6FVfVL2/E5JETmR8LAAAAikhWRZXJqgAAAMrJioElMe5TrMb53CmHLEPeXqsDCpQBAFiIeyOgLHplVd7vqIq5RVVzp64vJM009k6T2Pf50n49J66bxg4AwELcuwFlIauCaaPOqlo5lawKAIA03LtBZ1YMHHNlenMzgYtRG2Q1v6T/71o5EACAhbg3AsZZkntd73dURT/FVVlpfGfzaP54j9i4ybK476WX9r2faewAACzEvRswzmRVMN8osqqkZFUAACzEvRvMpzFwTGkogtFzUQEAQF6EWMC4kVVB9ppv3T1qn/5h39vveux3pv/l5JxOCACAypJVAeNGVgXZk1UBAFAUsiqYbdGoT4D+TU5OzjzKqsx/N8ZDPxcJ9Xo9k4sJFyQAAACMsyyyqn73rf26NusBVdF86+5dv7/rsd+ZebT87oe+kOpY9csbqfYDAACAIpBVQf5kVQAAAMWjMbDgqtAMOFeV/q4UU6eGvVYzYNbNfJoDAQBYiHsjoIjyyKq6PddCxVUKrqiSTgVXcwus5trngr9NdSwFVwAALERWBRSRrAqGL01WpTkQAICsyargGYtHfQJ0VvU3Ksu7MmrD/P+vXq9X/jUPAEBn7o2AIhjGPWv7+12/hVS1X9eiuWUzz9OCwmi+dff43dqlQzlW/fJGTB45MZRjAQAwXmRVQBHIqmD00mRVv/uhL8S/n/z6xMeSVQEAsBBZFUzTGFggGoNm80YNAADg3ggYnWFnVWkmq9d+XYsnNn8ih7OBaqpd+pOIiJg48lcjPhMAAACYbVyyKs2BkB1ZFQAAQG+LRn0CVTc5OTnzAKprWIXeje0a0diuMZRjAQAAMH5kVVBc/958XeJ99rngb/varnbpT2YKrSIiGodtlfhYAABUg/tFYJhkVVBcabKq3/3QF/raTlYFAEC/3C+CxsCREVr1x8+IKsmrObDVDNjeEKg5EABgvLg3AvI2zlnVivUrRn0KMDRZF1zNLbJqp+AKAICFjOv9IzA+xjmrSrPSIIwrWRUAAEUwrvePkBWNgUNkilU6fl5USZbNgb1WB9QcCAAwXtwbAVkrWlY18ZOJUZ8CjIUsCq66FVm1U3AFAADAsJQpq9IcSJXIqgAAAEZLY+AQFCm0Gld+ftCfTqsD9toeAIDx4d4IyEKRs6pBCq6sHAjd/e6HvtB3kRUAAPRS1PtKYPyUNavSHAjdyaoAAMhSUe8rYRg0BuakaFOsgPGRdNXApM2AAAAAVJOsCsoj6ST2f2++LtX09ojkk9gb9zSicY+cCgCgCtxjAoOQVUF5yKoAACgC95hUlcbAjAmt8pP3z7W9mdN/Q0atn+bArJoBNRQCAIwX9ytAUuOWdQwyiX2c/p4wqH6Kp9at/9NZ2zXv2SXVsXoVXLUKrNqLrBRcAQAA0ImsCsqpV1bVagaUVQEAAGRLY2BGxi20Gld5/IwX+m/nvyej1qk5MK/VATUHAgCMF/crQD/GOa9KU3B1w09viAjvkVRLp4Krf2++Ltat/9MF98my4KrXxHUFVwAA5eceDOhXlbKqiZ9MzOwzrn9nSGOhrKpb06CsCgCALLkHo4oWj/oExpk3jdGYnJzsazW1fp5nWMeCtOr1etQeqA3lWI3tGjFxb/pJdwAAABRDVTKrVnHV1NRU3Bf3jfhsYHT6WTlwruY9u0Rth7sS79c4bKuIj+yabJ97GjGxg8wJAKDM/F4d6KZqWRVUnawKAIBRk1VRNVYMTGGcJ1iVxSA//6T//fy3BgAAisi9CjBX2TKrTsVUrWnrvQqtyvRzgKJo3rNL6gnuAACUn/swYC5Z1TPK9HOAopBVAQDQjfswqsSKgQl4cxhf/tsxzprbNK0aCABARyZcAWXPPAaZtJ7kPfLJ22ffdy9+UTP1cWFc9DuJfW6BVfOwZtSuTJZVJZ3EvufmjYiIuO23cioAgHEiqwJkVQuTVUF3sioAALImq6IqNAb2UPbAapz180ad1X8/HwqMmuZAAAAW4n4FqkdelZ25RVbtX1dwRRV0K7jqNnE9j4KrVoHV3K8puAIAACg2WVV2ZFVUnawKAAAguUWjPoGimpycFFyNgYX+G+Xx38//D1RJY7v54RYAAACj08o65BPJLPTzevL22oKFVlA186as37NL10Krme0OS16Q2Linc0FVp0Kr9u8DADA+3LdCNciq0pFVQW+yKgAAsuS+lSrQGNjBd77znVGfAgm0v1nnHTr6YGCUmtuY/gYAQGfuVaDcZFWDaX+PTFJkpRiLKmkVWPVTZDWoxj2NmQKrfgupFFwBAIwXWRWUm6xqMLIq6E1WBQBAlmRVlJ3GQErBFDKqYpjNgVYNBAAYL+6JABaWduq6givoLukk9pcevn+89PD9Ux1LwRUAwHiRVQEsTFYF+ZBVAQCwEFkVZbZ41CcA42ZycjLq9fqoT4MKa27TjNoDwwl7G9s1YuLeiaEcCwAAAMbZ3F8kyI+oiuZhzahduXBW1am4ar899o8b7rg+8bH23LwRt/1WVgUAAAC9yKqoKlkVAABQNVYMhBR0jFMlVg4EABgf7lUAstdtEvvk5OTMo9P3oCo6TWPvNXF9vz0W/l43prEDAIwP90UA2ZNVQW+yKgAAOnFfRFlpDOzgv/yX/zLqU2AM+GBglJrbzA+w8qQ5EABgfLhXgfKRVQ3uu48ONrW5veCqW4EVVFnzsOZMgVW3Iqt2Cq4AAMrPvROUj6xqcLIqyJ+sCgCATtw7UUYaAxdQr9dHfQqMAR8MjNKwmgOb2zSH3ogIAMBg3KtA+ciqBjdowVWaAivvx5C9zZZOPwAAGB/ujaB8ZFWDk1VBOciqAADGj3sjykZjIAAdzW0IFOwDAAAw7gYtuErDLxWokpubX0+8T7+T2OcWWTW2NokdAGCcuDcCmE9WBfmSVQEAsBD3RpSJxsAuNMHQDx8KjFLWK/m1mgEXel7viwAA48O9CpSPe7LR+O6jEyMp0oJxlXXBVbep6wquAAAARkdWNRqyKkhGVgUAAJSdxsAehFj0Q8Eto5RFc2C3ZkAAAMaXexUoH1nV4PotnMqyyMr7MfQ2t+CqW5FVOwVXAADjw70RlI+sanCyKigmWRUAQPm5N6IsBmoMPOecc6JWq8WaNWtmvvbwww/HiSeeGNtvv30sW7Ys9thjj/j4xz/e9Xk2btwY73vf+2LXXXeNpUuXxt577x3XXHPNvGO9+MUvji222CKe97znxWGHHRY/+tGPZm3zxje+MWq12qzHS1/60kH+ihEhxKI/PhgYpbRNfWkaAr0nAgCMF/cqUD7uywbXrYgqr6nr3o+pkjST2COmC676LbICAGA8uTeC8pFVDU5WBfmSVQEAsBD3RpRB6sbAW2+9NT75yU/GXnvtNevrJ510UlxzzTVxySWXxB133BEnnXRSvOMd74irrrpqwec644wz4hOf+ER85CMfidtvvz2OO+64OPzww+M73/nOzDY33HBDnHDCCXHLLbfEddddF08++WQcdNBB8dvf/nbWc7361a+O+++/f+axdu3atH/FWYRYQFm0mgEHWSHQeyIAAMBouS8b3NyCqryKrKCqkhZc3dz8euoiLZPYAQDGi4IrKB9Z1eBkVZAvWRUAAAuRVTHuUjUGPvzww3HUUUfFpz71qdhqq61mfe/mm2+ON7zhDbH//vvHTjvtFG9729ti7733jomJhYOKiy++OE477bRYvXp17LLLLvH2t789Dj744Dj33HNntrnmmmvijW98Y/z+7/9+7L333vHZz3427r777nkvws022yy22Wabmcfv/M7vpPkrQio+FBilXo1+gzYDziXYBwAYH+5VADprFVgNq8jK+zHM1iqwai+yau6ULr9ScAUAAMC4k1XBaMmqAACAcZSqMfCEE06IQw45JA488MB539t3333j6quvjnvvvTeazWZ8/etfjx//+Mdx8MEHL/h8jz/+eCxdOnu99WXLlsVNN9204D7r16+PiJjX+Hf99dfH8573vHjhC18Yxx57bDz44INdj7thw4ZZj240wdAPoRmj1KnxL+uGQAAAxpN7FSgfWdV48n5MlXSaqt6pwGouBVcAAOXn3gjKR1Y1nrwfUyWyKgAAFuLeiHGWuDHwsssui29/+9txzjnndPz+hRdeGC960Yti++23j0033TRe/epXx8c+9rHYd999F3zOgw8+OM4777y48847Y2pqKq677rq46qqr4v777++4fbPZjHe9612x7777xqpVq2a+/prXvCb+7u/+Lv71X/81zj333Lj11lvjv/23/xaPP/54x+c555xzYsWKFTOPHXbYoeffX4hFP3wwMEqtRsBhNAR6TwQAABgt92XjSXZElbQXV3UrsMqKgisAgPHh3gjKR1Y1nrwfUyWyKgAAFuLeiHGVqDHwnnvuiXe+851xySWXzFvhr+XCCy+MW265Ja6++uqYnJyMc889N44//vj46le/uuDzXnDBBbHbbrvF7rvvHptuummceOKJ8aY3vSk22WSTjtufeOKJ8b3vfS8uvfTSWV8/8sgj45BDDolVq1bFa1/72vjnf/7n+PGPfxxf+cpXOj7PqaeeGuvXr5953HPPPX39HIRYAM/wnggAMD4EWFBO7svGk/dk6C7NJPazdpp+AAAAMDqyqvEkq4LuZFUAAEBRLU6y8eTkZDz44IOzApynnnoqbrzxxvjoRz8a69evj9NOOy2+/OUvxyGHHBIREXvttVesW7cuPvzhD8eBBx7Y8Xmf+9znxpVXXhmPPfZYPPTQQ7Fy5cp497vfHTvvvPO8bd/xjnfE1VdfHTfeeGNsv/32Xc932223jR133DHuvPPOjt/fbLPNYrPNNuv3rw+JTE5OCjshQ63XkzAaAGAw7lUAxtMHah+f+ffTmm8f4ZnA8DR3akbtZ7We280tsLqm3ohXT07kc1IAAGRKVgUwnmRVVJGsCgCg/GRVjKNEKwYecMABcdttt8W6detmHo1GI4466qhYt25dPPXUU7Fx48ZYtGj2026yySYxNTXV8/mXLl0a2223XTz55JPxxS9+MQ499NCZ7zWbzTjxxBPjS1/6Uvzrv/5rx6bBuR566KG45557Ytttt03y1+yLFzv90MBEVeT1nliv12ceeR8LAKBK3KtA+bhXGk/9vB9/oPbxWYVWra8B3aeuX1NvDPNUAAAYgKwKykdWNZ5kVTAYWRUAQDnIqhg3iRoDt9hii1i1atWsx+abbx5bb711rFq1KpYvXx777bdfnHzyyXH99dfHT3/60/jc5z4XF110URx++OEzz3PMMcfEqaeeOvPnb33rW/GlL30p7rrrrvjGN74Rr371q2NqaipOOeWUmW1OOOGEuOSSS+ILX/hCbLHFFvHAAw/EAw88EI8++mhERDz88MPxl3/5l3HzzTfHz372s7j++uvjta99bTznOc+ZdewsCbHohw8GqiLL98S5zYB5HgsAAKAs3CuNp4Wyo05FVnO/D1XQ3Kk572vdiqwAAAAoBlnVeJJVQXeyKgAAoGgSNQb247LLLosXv/jFcdRRR8WLXvSi+Ou//us4++yz47jjjpvZ5u677477779/5s+PPfZYnHHGGfGiF70oDj/88Nhuu+3ipptuii233HJmm49//OOxfv362H///WPbbbedeVx++eURMb0q4W233RaHHnpovPCFL4w3vOEN8cIXvjBuvvnm2GKLLbL+a84QYgE8Y5D3xE6rA+Z1LAAADDGBsnKvNJ7a35N7FVm1U3BFVTR3as4UWCUpsjKJHQBgfMiqoJxkVeNJVgXdyaoAAMpPVsU4WTzoE1x//fWz/rzNNtvEZz/72UT77LfffnH77bd33afZnD9ppd2yZcviX/7lX7puk5d6ve6FT1eTk5PCTujA6wIAYLTcq0A5yarGk8IpyMc19Ua8enKir20PeLo462t9bg8AQLZkVVBOsqrxJKuCfMiqAADGh6yKcZH5ioFAZ3mGnJOTk7MeMEr9XAAlWRlw0GMBAABAmSnSoipOj+7DA9M6oN6YebR/DQAAAEhOVkVVyKoAAICi0BiYEc0pjMJCjYCaAxm1Tu+JrWbArN8vvf8CAAzG/QOUk3ulalFwRVWkLbi6pkPx1NwCq07fBwBg+GRVUE6yqmqRVVEVsioAgPKTVTEONAZmSIhFL1l9MPSzMqAPIUatvREw7/dH778AAINx/wDl5F5pvBw88QcD7a/giqoYpOCq08T1bhRcAQCMhqwKyklWNV5kVdAfWRUAQPnJqig6jYEZE2LRyyAfDP00BGZ1LAAAoFrcP0A5yarGy6AFV0Bnp0czdZEWAACjIauCcpJVjRdZFeRDVgUAMH5kVRSZxkAYgaTNfUkbAqGKhvYLhDVrph8AACXkvgNg9AYpuPI+TlX0Wzg1t8jq1ykKrkxiBwAYHfc4AKMnq4LeZFUAANXgHoei0hiYA9OtyEJWzYA+gKiS3N5/W82A7Q2BmgMBgJJyDwHlI6sqv4Mn/mCmSMv7OFXRreCq29R1BVcAAOPFPQ6Uj6yq/GRVVJGsCgCgGtzjUEQaA3MixKKXhT4U8lgd0AcQVZLp+2+v1QE1BwIAAGNCVjVe+p3E3l5k1U4WRFXMLajqVmTVTsEVAMB4cY8D5SOrGi+yKuiPrAoAoBrc41A0GgNzJMSil/YPhTwaAhc6FtBFp9UBAQAqxv0DlJOsarx0K7haqMiqnfdyqqJVYNVPkdWgFFwBAIyOexwoH1nVeJFVQX9kVQAA1eAehyLRGAgjlndDIFRR4l8gDNIMqIEQACgp9ykAoze3oKqfIiugP0knsf86mqmmtwMAAEBZyKogP7IqAAAgLY2BOTPdiiJR2EuV9PX+m9XKgJoDAYCScg/BuDnnnHOiVqvFmrZr9IcffjhOPPHE2H777WPZsmWxxx57xMc//vGuz7Nx48Z43/veF7vuumssXbo09t5777jmmmvmHevFL35xbLHFFvG85z0vDjvssPjRj340a5s3vvGNUavVZj1e+tKXZvb3TUNWNX5aBVZpiqz6fR9fV6vNekBV9CqeahVYtW/nfRQAYHRkVYwbWVVv7rHGj6wK8iOrAgAYL7IqikJj4BC4+aJI8vwAmnzPe2Y9YNQ6vv8OsjpgN5oDAYCSEmIxLm699db45Cc/GXvttdesr5900klxzTXXxCWXXBJ33HFHnHTSSfGOd7wjrrrqqgWf64wzzohPfOIT8ZGPfCRuv/32OO644+Lwww+P73znOzPb3HDDDXHCCSfELbfcEtddd108+eSTcdBBB8Vvf/vbWc/16le/Ou6///6Zx9q1a7P9i6cgq6qWbu/jCxVXKbiiSjoVXPWauO59FABgdGRVjAtZVf/cY1WLrAq6k1UBAIwXWRVFUGs2m9YTf9qGDRtixYoVsX79+li+fHnmz+9FT5FkGQh0awKsv//9mR0H0pp8xSuGc6Dzzx/OcQAARsAvFclaljnMww8/HP/1v/7X+NjHPhZnnXVW7LPPPnH+09fnq1atiiOPPDLe03bvWq/XY/Xq1fH+Be5ZV65cGaeffnqccMIJM1877LDD4tnPfnZccsklHff5z//8z3je854XN9xwQ7zyla+MiOkp7L/+9a/jyiuv7Ovv8fjjj8fjjz8+8+cNGzbEDjvsEL/4xS9yyarWrVuX+XOOwtTUVDzwwAOxzTbbxKJF5qAtZJ999omIiNtWrOhr+z3Xr8/xbMjbxo0b47rrrotXvepVsWTJklGfTmmV5X20SnxmwHxeF9CZ10bxte5xGK4y32ts2LAhnvOc58iq2iyUVamrIgut3zn02/S3jxJH6Mn7KADA6KirImtJ6qoWD+mcgIKZnJwc6AOo3xUBJ9/zHs2BVMeaNZoDAQBgBE444YQ45JBD4sADD4yzzjpr1vf23XffuPrqq+PNb35zrFy5Mq6//vr48Y9/HBdccMGCz/f444/H0qVLZ31t2bJlcdNNNy24z/qnm6h+53d+Z9bXr7/++nje854XW265Zey3335x9tlnx/Oe97yOz3HOOefEe9/73nlfv/baa+NZz3rWgsdm2gMPPDDqUyi0++67b/pfLr20r+3vKcCKAQzuuuuuG/UpQCH5zID5vC6gM6+N4pq5x2Ekyniv8cgjj2T2XGXPqiALSVcBXFeraQ6EjDW+e3hEREzs/eURnwkAwPgbtDcDBmHFwDZ5rxgYYSoLxZLmw6ffhsB5x9IcyIgNbdXACM2BAEBpCbDIUlY5zGWXXRZnn3123HrrrbF06dLYf//9Z01hf+KJJ+LYY4+Niy66KBYvXhyLFi2KT3/603H00Ucv+Jyvf/3r47vf/W5ceeWVseuuu8bXvva1OPTQQ+Opp56aNSW9pdlsxqGHHhq/+tWv4hvf+MbM1y+//PJ49rOfHTvuuGP89Kc/jfe85z3x5JNPxuTkZGy22WbznmfYKwZGlGO1Kyt59GeT/fZLtZ+VA8dTmVfxKJp+3kf3+/5R8752w6q/y+Fs6MVnBszndQGdeW2MB6sGDl+Z7zWyWjGwClmVuiqysEmjkWo/zYHQXT/vo62GwHaaAwEABqeuiixZMbDA6vW6EIvC6LczPW0z4Nzn0BzIKNW/8Y3hNgcCAJSQ6VYUzT333BPvfOc749prr503Nb3lwgsvjFtuuSWuvvrq2HHHHePGG2+M448/Prbddts48MADO+5zwQUXxLHHHhu777571Gq12HXXXeNNb3pTfPazn+24/Yknnhjf+9735k1pP/LII2f+fdWqVdFoNGLHHXeMr3zlK/HHf/zH855ns80261iEtWTJktyK7V784heXJqtatGiRgt0uFj36aKr9+v1/r3bn7Cnvzd0UaRVBnu8fTOv2PtqpyKrlD277EwVXI+QzA+bzuoDOvDaK7Xvf+56sakTKeK+Rxd+nKllVntRVkRVZFVXV7X20W1bV+O7hsioAgAGpq2JUJNgj4MVOkXQLVCff855MmgKhctasGfUZAADkRlEGRTI5ORkPPvhg1Ov1WLx4cSxevDhuuOGGuPDCC2Px4sXx29/+Nk477bQ477zz4rWvfW3stddeceKJJ8aRRx4ZH/7whxd83uc+97lx5ZVXxm9/+9v4+c9/Hj/84Q/j2c9+duy8887ztn3HO94RV199dXz961+P7bffvuv5brvttrHjjjvGnXfeOfDfPUuyqmp4amIi1X7rarUFv1e7szbz6PQ9qIq576ON7x7etdCqfTsAAAYjq6JIZFXZkFVVg6wK8iOrAgAYHVkVo6AxcESEWBRJ+wdQqxkwj4ZATYaMWv0b3xjewTQHAgAlJsSiKA444IC47bbbYt26dTOPRqMRRx11VKxbty6eeuqp2Lhx47zVHTbZZJOYmprq+fxLly6N7bbbLp588sn44he/GIceeujM95rNZpx44onxpS99Kf71X/+1YyHWXA899FDcc889se222yb/y+ZMVlUNWRRcdSuwmkvBFVVSr9f7LrICACBbsiqKQlaVHVlVNciqID+yKgCA0ZFVMWyLR30CQDEMq2lv8j3vifr73z+UY0En9W98IyZf8YrhHGzNmojzzx/OsQAAoIK22GKLWLVq1ayvbb755rH11lvPfH2//faLk08+OZYtWxY77rhj3HDDDXHRRRfFeeedN7PPMcccE9ttt12cc845ERHxrW99K+69997YZ5994t57740zzzwzpqam4pRTTpnZ54QTTogvfOELcdVVV8UWW2wRDzzwQERErFixIpYtWxYPP/xwnHnmmfEnf/Inse2228bPfvazOO200+I5z3lOHH64X8QzfhROQT4a3z08Jvb+ct/b11/TiIiIyX9OVzwJAADkR1YFwyOrgnzIqgAAYPxYMXCETLeiqqwcyKgNdeVAAICSMt2KcXHZZZfFi1/84jjqqKPiRS96Ufz1X/91nH322XHcccfNbHP33XfH/fffP/Pnxx57LM4444x40YteFIcffnhst912cdNNN8WWW245s83HP/7xWL9+fey///6x7bbbzjwuv/zyiJie9H7bbbfFoYceGi984QvjDW94Q7zwhS+Mm2++ObbYYouh/f2TkFVVQ9pJ7GklKdKq1f511gPGTfPNd6far9fk9vprGjOP9q8BAPAMWRXjQlbVP1lVNciqID+yKgCA0ZFVMUy1ZrPZHPVJFMWGDRtixYoVsX79+li+fPnQjutFTyFceeXQD5nXyoFXxewQ79DwNsd8Q1s1MMKqgQBAqSnOIK1R5TDjRFbVn6mpqbjvvvti5cqVsWiROWj92qTRX6FGqzirsXywwo7mbp3zmV5FVc3mfxvouFW1cePGWLt2baxevTqWLFky6tOpnNpnXpBqv7nT2PspqDKNPRmfGTCf1wV05rUxvmRV+SrzvYasqjdZFXmSVUF+ZFUAAKMjqyKtJDmMBBuYdthhQz9k1isHXhW1eU2Bra/DXENdNXDNmuEdCwBgyBRlQPkIpnlqYmLm0TKxYbCCjvZp7CatQ2eN7x7eceJ6N6axAwAAZSerQlYFoyGrAgCA8aAxsAAEWBTGCJoDB9VqBuzV/Kc5kE40BwIAAFBV7YVU7V/r9PWWgQuuUhRYKchiHDXffHeqfdLsBwDAbIZYAYwnWRXkR1YFADA6siqGQWNgQWgOpKrSrhrYTzNgp31gFOrf+MZwmxABAIZMiAXlI6uqhvZp692KrNoNWnCVhoIrxlG/hVPziqwebCY+lknsAACzyaqgfGRV1SCrgvzIqgAARkdWRd40BhaIEItCGMGqgf02B/a7OiAkkVfDXqsZsP35vc8DAGUmxILycQ9DViY2TAytSKtWq816QFF1nbqu4AoAAGAeWRVZkVXBfLIqAAAYXxoDgfkK1hyYZTOgpkI6ybI5sNfqgH5ZAQCUmeZAKB/3MHTSb+HU3CKriYkVqY/ZbRJ7t+IqBVeMUqdiqq5FVgNScAUA8Aw5FZSTrIpOZFXQH1kVAMDoyKrIk8bAghFgURgjbg7Mc3VAzYF0MkhzYKfVAbtu770eAAAYI+5h6KRbwVW3qetZFVyZtM64aBVXJS6ySjGJPULBFQBAOwVXUE6yKjqRVUF/ZFUAAKMjqyIvGgMLSIBFleXVDNjpODCIpM2AAABVIcQCqI65BVXdiqxmbTdQwVXyAisFWYytpAVXDzZTF2kBAADAuJNVQc5kVQAAUEgaA4GFjWDVQBilfpr8smoG1AQOAJSZ5kAoH/cwLKRVYNVPkdUoKbiitFoFVm1FVt6zAQCeIaeCcnLfw0JkVTBisioAgK5kVeRBY2BBuRmiMIbVHHjYYUNvRLRqIJ10avrLa3VA7/UAAMA4cQ9DlpJOYp+YWDHQ9HYYW52mqncosJrLezYAwDMUXEE5ue8hS7Iq6JOsCgBgYLIqsqYxsMDcDFEJcxoCt58c7sQuzYF00t4ImHUz4Lxjea8HAEpKiAVAL72Kp1oFVu3bTUykz45MYmdstRdXdSmwAgBgYbIqAHqRVUGfZFUAAAOTVZEljYEFp2GEQsh6Jb9WM+ACz6s5EAAAykGIBeUjqyJrnQquek1cV3AF/fGeDQAwm6wKysd9D1mTVUF+vGcDAMwmqyIrGgOB/mTRHNilGXDUNAcySsMKvuqvaET9FY2hHAsAoEWIBeXjl/dkrX3aeq/J7M/sM9zBUjCukr5nN9ZuFY21W+V0NgAAANmTVZE1WRXkR1YFAADZ0xg4BgRYFEbapr4UDYHDXjUQRi2v9/pWM2B7Q6DmQAAAACrteAOioF2rwKq9yErBFQBQVoZYAVA4siqYRVYFAFSJrIosaAwcE5oDGTutZsABVggcdnOgVQMZtSzf63utDqg5EAAYJiEWlI+siiJIOom9+fbpR0QouKJSOr1ndyqw6rQNAEAZyaqgfGRVFIGsCvojqwIAmE1WxaA0Bo4RIRaF0KvRb8BmwLk0B0L/Oq0OCABQFEIsKB9ZFUXQq+CqVWA1U2TVTsEVFVKv1/sqsJpLwRUAUFayKigfWRVFIKuC/siqAABmk1UxCI2BQHKdGv8ybggcJc2BjFLSX1YM0gyogRAAAIAy6FRwtWCB1VwKrgAAAADIkKwKAACAYdIYOGZMt6IwWo2AQ2gIHPaqgTBq/bzXZ7UyoOZAAGCYTLeC8pFVURQTExPdJ65npPbZPWYeMG6a79kl1X4msQMAZSWrgvKRVVEUsiroTVYFADCbrIq0NAaOISEWVTTs5kAfrIxap/f6QVYH7HoszYEAwBC51obykVUx9vqYxN6pwErBFeNIwRUAwGyyKigfWRVjT1ZFhciqAABmk1WRhsbAMSXEgnxsPzkx04Tog5VRq9fruTUDAgCMkmttKB9ZFUUw+ZYBBkstUHDVa+K6givGkYIrAIDZZFVQPrIqikBWBf2RVQEAzCarIimNgcDYyGvVwFYzYKfn98FKVWg8BAAAoAyyKrjqVWTVTsEVlfA/d51+AACUlN8LA5AHWRXkRFYFAJScrIokNAaOMdOtqKIsmwMXagacywcrI/VIc2iH0hwIAAyT62woH1kVRTFIwVWSIisYZ31PYp9TZNVoyI8AAIDxIKuiKGRV0JusCgAA0tMYOOaEWFTRIM2B3VYHhMIaYnMgAMAwaQ6E8pFVUVV9T2y//MpZDxilrgVXXaauK7gCAMpKVgXlI6uiqmRVjCNZFQDAbLIq+qUxsASEWNBdFs2APlgZuSE1B1o1EAAYNtfaUD6yKoog6ST2ybdMDDS9PaJ7wdVCxVUKrhi1eQVXXYqs2im4AgDKSlYF5SOroghkVdAfWRUAwGyyKvqhMbAkhFhUTT9NflmvDOiDlarQHAgAAAxKVkUR9CqeahVYtW83sdclAx2zveCq32nrCq4YteZ7dum7yAoAoAr8XhjKR1ZFEciqoD+yKgCA2WRV9KIxEBhbnZr+slgdsBsfrIzUkFYNjNAcCAAMl+tsAPLSqeCq18T1gQuu+iiw6rQPjJukk9gb3z08Gt89PKezAQAAgOKTVUF+ZFUAAFTV4lGfANmp1+uKKamcvBoAobAeaUY8qzbqswAAyNzk5KSpzVAysiqKotc09k4m9rokGt/77zmcTTZqtWeygWZzeIOEKK9msznr/6t+NRqNmJhY+DXWqbiq8d3DY2LvLyc+FgDAMMmqoHxkVRSFrAp6k1UBAMwmq6IbKwaWjBc75C/voLj2g9qsB8wzpJUDrRoIAAAMSlbFOEs6jX1ir0sGmuDezyT2Wq02ryAmTYEMdJK2cK/TNPZeE9dNYwcAxoEGIigfWRXjTFZF1ciqAABmk1WxEI2BJSTEgvxl/cHarRFQcyAdaQ4EAEpIgAXlJKtinPUqnmoVWLVvN/G7O6Q+3kIFV52KrOZ+H7IwSMFVq8Cq30IqBVcAAMAoyKoYZ7IqqkZWBQAAvWkMBEgpi6LlflcF1BzIKGkOBACGSXMgAEXTqeCq18T1rAquehVZzdpPwRUj8lfx1/FX8dejPg0AgFzIqgAoGlkVdCerAgDKTFZFJxoDS8p0KyiubqsDQiLDWDXwkebQVicEAGgRYkH5yKoYd+3T1ntNZp/ZZ5CCqwRFVpC1fiexzy2y+qu3nJD4WEknsdcvb0T9ckOsAIDhklVB+ciqGHeyKqpEVgUAMJusirk0BpaYEAvy1+8HaxbNgBoJ6SiPpr1WM2Dbc/tMAQAABuW+AvKnQIusdCu46jZ1PY+Cq1aBVXuRlYIrAABgULIqyJ+siqzIqgAAYGEaA0tOiAX569YcmPXKgJoD6Sir5sAeqwP6TAEAhsl0Kygn9xVUTdJJ7BMfPTcmPnruQMdUcEVW5hZcdSuymrVdRgVXvSauK7gCAIZJVgXlJKuiamRVjDNZFQDAM2RVtFs86hMgf/V63QsfcjY5OTkTGOfdvFf7QS2av5/DKnFUU8KmQp8pAMAwtV9nA+XhvoKqmfjdHaLx7/cs/P0OxVUT++4bjZtuSn3MFStWxKWXXpp6f2hpNpvx7tr/GsqxGt89PJo/XPi10kn98kZMHjmR0xkBAMwmq4JyklVRNaPIqmq1WtcV36BfsioAgGfIqmixYiBARrJeHRASSbpqYI/VAbtxEQkAAADJdJrG3mvi+sS+++Z5SpCrxJPY33LJ9CMF09gBAAAgGVkVVSOrAgCgzDQGVoQmDigXDYh01KvRr9UMmLIhEABgFExqhnKSVVFFE7+7w0yBVbciq1n7KLiiAP66+Vep9utZcNUqsGorsqp96IZUx1JwBQAMi6wKyklWRRUNO6uqfVGtE9mQVQEAPENWRYTGwEoRYkG55NkcWLviglkPxkinpr8cmgF9pgAAwyTEgnJyXwE5+YeIuHj6X1dcvWKkp0J5ZFpw1WPiuoIrAKDoZFVQTrIqyMk/PP0IzYFkR1YFAPAMWRUaAwEyMvHYxKhPYWALNQJqDhwz7SsD5rg6oF+MAADDJMQCoBTOPz/xLn1PYm8rsmqn4IqsDFRw1WHiejcKrgCAopNVAVAKsirGmKwKAOAZsqpq0xhYMZo4IF/Dbg7MatXAflYG1BxIJz5XAIBhEmJB+binoJKyLrhaoMiqnYIrRuWvm3+VukgrqdqHph8AAMMiq4LykVVRSbIqKkRWBQCUmayqujQGVpAQC8plkObAfhoC524Pcw3jc6Ver/v8AgCAknKtD/2ZV3DVR5EVZK2fwqlWgVX7ts3mKxMfq99J7HOLrBoNk9gBAID0ZFXQH1kVRSCrAgAAjYGVJcSC/Ax71cCIZM2BrWZATX5kKY/PlVYzYPtz+/wCAEy3AqAUUkxij3i64CplkVW/k9hrtdqsB8zVqeCqU4HVXFkXXHWbuq7gCgAYFlkVAKUgq2KMyaoAAJ4hq6omjYEAORhFc2AvWTUDaigkb71WB9QcCAAIsaB8XOdTSUkLrs4/P3WRVku3gquFiqsUXNFJe3FVP5PZBzG34KpbkVU7BVcAwLDIqqB8ZFVUkqyKMSarAgB4hqyqejQGVpgQC/I17ObAhVYNzGN1QM2BdDLI50qn1QHzOhYAUA5CLCgf1/nQQavAqq3IamKnwTKn9oKrfqetK7giK2kmsUdMF1z1W2QFADAKsiooH1kVdCCromRkVQBAWcmqqkVjYMUJsaBc2psD82gInHUszYF0kPRzJUkzIAAAAJROp6nqHQqs5hq44KqPAqtO+0AWkhZcNZuvTF2klXQSe+P2M6Jx+xmpjgUAAABjT1ZFBcmqAAAYd4tHfQIAZTbx2EQ0lia7oR+Uhj1GrV6vd500kVUjYK/jAADlNzk5acgAlIzrfCqpS1FVNxM7TUTjZ8PNnWBYOhVXNZvNVEV/jUYjJiYWLlDsVFzVuP2MmHjRWYmPBQBUm6wKykdWRSXJqmAeWRUAMI5kVdVhxUC82CFnE48NNhWryDQhspBOny15rA7oMwwAUJQB5eM6H/LTPHf6kZZJ7GSlczHVK3tOXG82m6mO12kae6+J66axAwBpyKqgfGRVkB9ZFUUhqwIAykpWVQ0aA4kIIRaUwcRjEyNpQtQcyEJajYB5NATOPQ4AUG1CLCgf1/nQn4mdemdBrQKr9iKr5svSH1PBFVlpL67qVmCVlUajEfv98P0RETP/7LmPgisAIAVZFZSPrAr6I6tinI0iq2o1A/abQcmqAIA0ZFXlpzGQGUIsyE9eDXutZsD255/YZd9cjtWN5kBGzWcYACDEAqCqOhVcrf/I7H92ouCKcZVmEnuz2Uw9wR0AIA1ZFQBV1Smr6tQMOG8bWRVjSlYFAIwDWVW5aQwEGJIsmwN7rQ6oORAAAIBxZwAI9G9ip4m+CqygLPotnJpbZLX+z7+Y+FiJJ7GvWzf9AAAASkVWBf2TVVE1abOq5tH/nPhYsioAAObSGMgsQizI1yDNgZ1WB+y6/QiaA2GUfIYBAKZbQfm4zod8DTSJ/YqPZncikLGsp673LLhqFVi1F1kpuAKAypNVQfnIqiBfsirKqltWlUtzoKwKAOhAVlVeGgOZR4gFxZG0GXDUrBrIqPkMAwCEWFA+rvOhP5MfSZcfJS64+vuPTD9CwRWj1amYKuuGwHYdC656TVxXcAUAlSergvKRVUF/ZFVUjawKABgHsqpy0hhIR0IsyE8/TX5ZNQOOYtVAzYGMms8wAECIBeXjOh/6k7bgqqdWgdXTRVZQFK3iqqRFVuv//Iupjte4/YzOE9e7UXAFAJUnq4LykVVBf2RVVE3arCrNqoERsioAIB1ZVfloDAQYgU5Nf3mtDqg5EAAAAKA60hRcdZzE3meBlUnsjKukBVfNo/85dZEWAAAAVJWsCvojqwIAIC2NgSzIdCvIV3sjYNbNgPOONYLmQBgln2EAgOlWUD6u8yFfzZdF6mnrSQquapdeM/OAomsVWLUXWdXf8pbkT2QSOwBUnqwKykdWBfmSVcF8sioAICuyqnLRGEhXQiwgtRtroz4DKs5nGAAgxILycZ0P/Vn3oRsSbT/5m1Ux+ZtVOZ3NtE4FVgquGLVOU9U7FVjNpeAKAEhDVgXlI6uC/iRdNVBWRVXJqgCAYZJVlYfGQHoSYkE5DGvVwObz10Tz+Wum/6A5kBHzGQYACLGgfFznQzZaBVbtRVYT7/tE6udbaBJ7r4nrCq4Ytfbiqm4FVplQcAUAAKUjq4L+9GoOlFXBNFkVAABJaQwEqJC8mgNbzYAzDYHtNAcyYn4RAwBoDgSgqjqtHNhr4npWBVe9iqxm7afgijGUahJ7hIIrAKg4ORUAVdapOVBWBdmQVQEAaciqykFjIH3RVAHlkWVz4ILNgHNpDgQAACBDsiro3+RHJjpOXO9moIKrBEVWMO6SFlzV3/KW9EVaAEBpKLiC8pFVQf9kVZAfWRUAkIasavxpDKRvQiwgosfqgFBQPsMAACEWlI/rfCiXvie212qzHlB0rQKr9iIrn2EAAFA+rvOhXGRVlJWsCgCgfDQGkogbACiHpKsGZtIMaNVARsxnGACgORDKx3U+9Olzn0u8S9JJ7BPv+l8x8a7/lfg47boVXC1UXKXgilHrNFW9U4HVvG18hgFApcmpoJxc50OfZFWQG1kVAJCGrGq81ZrNZnPUJ1EUGzZsiBUrVsT69etj+fLloz6dwvKih/Jo3HVT1+/nsirgK33sMFo+xwAAv9gqBjlMb35G/dm4cWOsXbs2Vq5cGYsWmYMGERFTU1Nx3333zX9dvPGNiZ+r8T//YsHvLVRc1fjgpxIfp13zda+OiGSFVH7VQT9anxmrV6+OJUuWjPp0IkJWxegt+JkBFee1wbCMW05VxOuprMhhevMz6p/rfOiTrAoKx2cYAFTbuGVVZZYkh5Fgk5gXO5RHp5UDM1kdsBsrBwIAAACMRkbT2HtNXJ845djEx2m30MT1XvtA2TV+cFI0fnDSqE8DAAAAsiGrgrEmqwIAKIbFoz4BxlO9XjcZBEpiYpd9o/7bxqhPA4bGZxgAMDk5aegNACQw8b5PRPz618n2OeXYgaexQxX0yqo6FVc1fnBSTPz+/5vnaQEAQyKngnLyO2nIl6wK8iOrAoBqk1WNJysGkpoXPJBazqsGfqD28VkPmMtnGACgKAPKZ5999hn1KcB4SDqJ/XOfSzW9PY1bjnhN3HLEa1LvbxI746pTVtVr4rpp7ABQHnIqKCe/k4Y+yaqgcGRVAFBtsqrxozEQgJjcfGL4B824ObBbI6DmQDrxixgAQJAF5eM6H/rUq3iqVWDVvt2VVyY+zMQpx/a13dwiq1s2Jj7UDAVXjKt6vT5TYNVvIZWCKwAoDzkVlJOsCvokq4LCkVUBQLXJqsaLxkAGIsCC8hjX5sB+VwXUHAgAAADQplPBVa+J6xkXXHWbuq7gCgCAqlFwBUClyaoAAKBQZFXjQ2MgA9McCAxbt9UBIYlhfIbV63WflQBQYEIsKB/X35BA+7T1XpPZBzC34KpbkdWs7QYouIJx1DzmxsT7JJ3EvnhVIxavaiQ+DgAwHLIqKB9ZFSQgq4JCkVUBALKq8aAxkEwIsaAcirxqYBbNgBoJ6SSPz7BWM2D7c/usBIDiEmJB+bj+hhylmMQeMV1w1W+RVRZqf2sSO+Mpj4KrVoFVe5GVgisAKC5ZFZSPrApyJKuCXMmqAABZVfFpDCQzQiwoh6I1B2a9MqDmQDrJ6jOs1+qAPisBoLiEWFA+rr8hR0kLrq68MnWRVuJJ7J9++hEKrhhfWRVc9Zq4ruAKAIpLVgXlI6uCHMmqIFeyKgBAVlVsi0d9AgAUz+TmE1H/7ZBvtG+sRbyyGRH5N+99oPbxOK359lyPQXUk/QVOvV53gQwAAED5dSiuWvzdiXhy7+SZ0y0bI166pMsGn174W7W/rUXzLc3Ex4Rx1PjBSbHuyG8k2mfxqkY8+f0RDIsDAACAYZJVwdDJqgAAhsOKgWTKdCtgEFmvDghJpGnw87kHAOWieR/KxzU75KjTVPXWtPUuE9cXfzddUUfHaextE9e7MY2dcZR0EnvzmBtTTW9PY89GI/ZsmOAOAHmTVUH5yKogR7IqyJWsCgCQVRWXFQPJnJWQoBxGsmrgEFk1kE56fYZl9Ysan5UAUFyTk5OKM6BkXH9DjroUVXUz0DT2z6c6ZCKn1z488+9nN/8y/wPCAprH3Bi1i17Z9ftz7b1ZM777eLICw34nsc8tsNqz0YjbJkxwB4A8yaqgfGRVkCNZFeRKVgUAyKqKyYqB5MKLHcphcvPh3Ch/9yXTj2HLe3XC2hWXzHowHjp9huWxOqDPSgAoLkUZUD6uv2H8PXvJ9COtfiaxn1778KxCq9bXYJQ6FVT1mri+92bNxMdZvGrhAshuU9dNYweA/MmqoHxkVTD+ZFVUlawKAJBVFY/GQABGZm5D4CGPHT+6k8nQQo2AmgPHR6sRMI+GwLnHAQAAgCpa/N3eA6laBVbtRVbff2v6Yy5UcNWpyGru92GUWsVVvYqs2mVRcNWtyGrudgBAvhRcAUC+ZFXQP1kVACCrKhaNgeRGswOUQ9arBraaARdaIXDYzYFZrhrYz8qAmgOZy+clABSTAAvKx7U3FE+ngqtOBVZzZVVw1avIqp2CK6pi8apG30VWAABAerIqKB5ZFRSPrAoAoDeNgeRKiAXlkEVzYLdmwFEbpDmw1Qyo4Y+iy3v1QwAoI82BUD6uiaF4Fn93oq8CqywlKbKCcZZ0EvvemzVTTW+PMIkdAIZBVgXlI6uC4pFVQX5kVQBQLrKq4tAYSO6EWFAOaZsD0zQEDnvVwIjkzYGDNANqImSuPD8r5zYE+lwGgGSEWFA+romhHAaZxJ5WvwVatVpt1gNGqVfxVKvAqn27TZsKrgCgqGRVUD6yKigHWRX0R1YFAOUiqyoGjYEMhRALqqXVDDjICoGjaA7sR1arA2oOZK6sPyu7rRDocxkAgKpzTQzF8thEuoFUSQuudnjL9GMQ3QquFiquUnDFqHUquOo1cV3BFQAUl4IrKB9ZFRSLrAryJasCgHKRVY2exkAA+tZr1cBBmwHnGnZz4EKrBraaAbNu5tMcyFxZ/MKnW0Ng1scCgKoQYAFA/tIWXPXSKrBqL7K6uHnyQM/ZXnDV77R1BVeMWvu09V6T2VsUXAEAAFBVsirIl6wKACA7GgMZGg0IUA6dmgOzbggcpfbmwDyaASEPrWZAn7UAkB/NgVA+rp+heNIUXHWaxN6pwGquQQuu+imw6rQPlN2mzWbqIi0AoH+yKigfWRUUj6wKxp+sCgCGQ1Y1WhoDGSohFpTD5OYTM82AeTcEDnvVwIjhNgRqPGSuJJ+VgzYD+lwGAKDqXBNDOXz/rf0VWAHJ9Vs4NbfIahifsZfXG3F53cR3AKpLwRWUj6wKykFWBfmRVQFAccmqRkdjIEMnxILxtqjRiEWN4d7AjqI5cJg0BzJXr8/KLFcH9LkMAP0TYEE5uSaGYkk6if2xP/qjeOyP/ijVsdJMYv/A308/0jKJnXHUreCq29T1PD5jWwVW7UVWCq4AACgTWRUUi6wKikdWBQAwm8ZAAPoytyFwaukITyYnp//98XH635e7CZHx0SmMyrIhsNexAIDONAcCQP56FVy1Cqzai6y+/Np8C67mFVn9/YdSHS9CwRXjaW5BVbciq3ZZ5U69Jq4ruAKgqmRVAJA/WRUUj6wKAIpJVjUaAzUGnnPOOVGr1WLNmjUzX3v44YfjxBNPjO233z6WLVsWe+yxR3z84x/v+jwbN26M973vfbHrrrvG0qVLY++9945rrrlm3nYf+9jHYuedd46lS5dGvV6Pb3zjG7O+32w248wzz4yVK1fGsmXLYv/9948f/OAHg/wVyYkGBBgf3VYIHGZzYF6rBraaAWc3BB6dy7G6sWognbQaAfNqCJx7LACgP0IsKB/Xw1A8nQquek1cT1tw1U3XqesKrqiYVoFVP0VWWeg0cb3X9gBQRbIqKB9ZFRSPrAqKR1YFAMUkqxq+1I2Bt956a3zyk5+Mvfbaa9bXTzrppLjmmmvikksuiTvuuCNOOumkeMc73hFXXXXVgs91xhlnxCc+8Yn4yEc+Erfffnscd9xxcfjhh8d3vvOdmW0uv/zyWLNmTZx++unxne98J17xilfEa17zmrj77rtntvngBz8Y5513Xnz0ox+NW2+9NbbZZpt41ateFb/5zW/S/jXJkRALiq1bQ2C7cW0O7L06oOZAyMMwmhwBACAN16lQPI9NTHScuN5NmoKrTpPYuxZZAYkk/YwdJD9KWnDVuOvmaNx1c6pjAQBAnmRVUDyyKigHWRUAUDapGgMffvjhOOqoo+JTn/pUbLXVVrO+d/PNN8cb3vCG2H///WOnnXaKt73tbbH33nvHRJfl1C+++OI47bTTYvXq1bHLLrvE29/+9jj44IPj3HPPndnmvPPOi7e85S3x1re+NfbYY484//zzY4cddphZjbDZbMb5558fp59+evzxH/9xrFq1Kj7/+c/HI488El/4whc6Hvfxxx+PDRs2zHowXEIsKJZWM2A/DYGjMkhzYOfVAbvRHEi15Pm5PDckK+M1gKZHgGox3QrKyfUcVNfFzZNnCqwSFVkNMIn9mNqJqfeFcdPrM7aVq7Rv98FIN+29V8FVq8CqvchKwRUA405WBeUkq4LqklVBvmRVAJAvWdVwpWoMPOGEE+KQQw6JAw88cN739t1337j66qvj3nvvjWazGV//+tfjxz/+cRx88MELPt/jjz8eS5fOXnJq2bJlcdNNN0VExBNPPBGTk5Nx0EEHzdrmoIMOim9+85sREfHTn/40HnjggVnbbLbZZrHffvvNbDPXOeecEytWrJh57LDDDv39AMiUEAtGb9BmwGGuGphU8mZAqLasP5e7NcuV4RqgUxBYhr8XAP0RYkE5uZ6DgjnzzMS7pJnEPpCEBVdHxwlxdJwQEQquqJZOn7G9Bi1lWXDVa+K6gisAxp2sCspJVgUFI6uC0pBVAUC+ZFXDk7gx8LLLLotvf/vbcc4553T8/oUXXhgvetGLYvvtt49NN900Xv3qV8fHPvax2HfffRd8zoMPPjjOO++8uPPOO2Nqaiquu+66uOqqq+L++++PiIhf/OIX8dRTT8Xzn//8Wfs9//nPjwceeCAiYuaf3baZ69RTT43169fPPO65557+fggAJZHl6oDDbA7sZ9XA7JoBrRpI9WTxy6V+V88b119k9fr7jevfCwAAoJCGVHC1wxEnJ96nX60Cq1aRFVRV+5ClfvOTQQquOk1c70bBFQAAAD3JqqA0ZFUAQBkkagy855574p3vfGdccskl81b4a7nwwgvjlltuiauvvjomJyfj3HPPjeOPPz6++tWvLvi8F1xwQey2226x++67x6abbhonnnhivOlNb4pNNtlk1na1Wm3Wn5vN5ryv9bNNy2abbRbLly+f9WA0FM/DcGXZENhu1M2B+a0OqDkQ+pE0KBs3Zf/7AZCO6VZQTq75oICKXnDVYRJ7vwVWJrFD9j4YzdRFWgAwzmRVUE6yKiggWRWQgKwKgKqSVQ1HosbAycnJePDBB6Ner8fixYtj8eLFccMNN8SFF14Yixcvjt/+9rdx2mmnxXnnnRevfe1rY6+99ooTTzwxjjzyyPjwhz+84PM+97nPjSuvvDJ++9vfxs9//vP44Q9/GM9+9rNj5513joiI5zznObHJJpvMW/nvwQcfnFkhcJtttomI6LoNxSbEgny1mgHzaAhsN+zmwPyaAecafnMgjFKSz+VBm+WKfA0wSDNgkf9eAGRLiAXl5HoOymHYBVdpp60ruILu+i2cmltk1Twi+Wsr6ST2VcsbsWp5vrk7ACQhq4JyklVBOciqoBxkVQDQP1lV/hI1Bh5wwAFx2223xbp162YejUYjjjrqqFi3bl089dRTsXHjxli0aPbTbrLJJjE1NdXz+ZcuXRrbbbddPPnkk/HFL34xDj300IiI2HTTTaNer8d11103a/vrrrsuXv7yl0dExM477xzbbLPNrG2eeOKJuOGGG2a2AaA8frbZ9KPMap95wahPgYrr9culLFfPK9ovsrL6uxXt7wVAfoRYADAECSex19/7T1F/7z/lcy5zvOaIk+M1aYu0EqrVrp71gKroVnDVbep6HgVXrQKr9iIrBVcAFImsCgCGQFYVEbIqqktWBQD9k1XlK1Fj4BZbbBGrVq2a9dh8881j6623jlWrVsXy5ctjv/32i5NPPjmuv/76+OlPfxqf+9zn4qKLLorDDz985nmOOeaYOPXUU2f+/K1vfSu+9KUvxV133RXf+MY34tWvfnVMTU3FKaecMrPNu971rvj0pz8dn/nMZ+KOO+6Ik046Ke6+++447rjjIiKiVqvFmjVr4gMf+EB8+ctfju9///vxxje+MZ71rGfF61//+kF/TgyJ4nnIz9TExPCOleOqgXMbAq88Ir9jzTekVQN/c9r0IzQHMnqdPpuzbAjsdaxhGmR1wF7PCwDAeHItBwXUo+CqVWDVXmR197eTH6bfSexzi6x+0fzfyQ/2tG6T2LsVVym4okrmFlR1K7Jql1XBVa+J6wquACgSBVdQPrIqKCBZVcfvQVXIqgCgf7Kq/CzO+gkvu+yyOPXUU+Ooo46KX/7yl7HjjjvG2WefPdPAFxFx9913z1pV8LHHHoszzjgj7rrrrnj2s58dq1evjosvvji23HLLmW2OPPLIeOihh+J973tf3H///bFq1apYu3Zt7LjjjjPbnHLKKfHoo4/G8ccfH7/61a/iJS95SVx77bWxxRZbZP3XJEf1et2LHnIyNTERixrDudmbWhqx6LHsnq/b6oBXHhFx2BXZHau7oyPi4uyf9ulGwE5qn3lBNN98d/bHhD4N8xdMw74O8MszALI0OTnpswVKSFYFBXTmmfOKrnpNW7/72xEv+K/JDrPDESfHPVd8qOP3uk1c/0Xzf8dzaickO9jTjqmdGBc1PxoRyYqoarWro9n8v1MdE8ZNP8VVWWncdXM8ts87Eu2zankjvr9heIP6AACoFlkVFJCsah5ZFVUiqwIARq3WbDaHd0VScBs2bIgVK1bE+vXrY/ny5aM+ncoTYkF+htUcGDF4c2C3hsC5htccGJFZc2CXhsB2GgOpkmFcA4yiacO1DUB1aA7sjxymNz+j/mzcuDHWrl0bq1evjiVLluRyDNdyjJupqam47777YuXKlbOG9JVNvZY840pacBURswquuhVZzZW24OriOCjVfoqtehvGZwbFVrvio31v25rc/vidtcTHSVps1bhpq4iImNj3V4mPNaiqfGZAUl4blEmWWVWZr6fkML35GRWHrAqKSVY1m6wKepNVAVBF6qr6kySHyXzFQAAYVJJmwLHUZzNgO6sGUiV5Trkc5Q2F6Z0A1WHlQCgf13JQLM9uDb0a0styhyNOjlXDOdRATGKH3ppHnNi14KpVYNVus92aiQuu+p3E3iqyav+zgisAsiargvKRVUGxyKo6k1VBb7IqAKpIVpU9o+0oLC92yM/UxPCWhp9a2v+2P9tssKbAK49Iv29yRyfb/DenPfNIqfaZF6TeF8ZN1tcB9XrdtQUAAANxPQmj9+xG45lCq4j4UYqX5d3fTrb9l5+YfqTxi+b/TrT9xZ//Xlz8+e+lO9jTarWrB9ofqqBTQVXziBM7fr1ls92aiY+zavnCK0U0btpqXqFV+/cAIGsaiKB8ZFUwerKq3mRV0JusCoAqklVly4qBFJoJV5CfqYmJWNRY+GYv02MtjVj02MLfz3KFwCuPiDjsiuyer7ujI+Li7psM0AjYiZUDqZIsrgOK9gsx1zYA1WG6FQBk59ldMqwf1SN+L+Ft1t3fjnjBf134+52Kq97/RMR7Nk12nIjpgqvn1E5Y8Psdi6s+/+GIN/xl8oM9zTR26K1bYdVCspjG3m8hlWnsAAAAxSWrSkZWBb3JqgCAQVgxEKDCRr1y4KArBC5k5CsHZrA6IJBea3XAojZjFPW8AMieZnAoH9dyMFxzp65nqdM09l4T19+f4TT2nhPXP//hdAcDCmfV8kbXqesAMCyyKigfWRUMl6wKKANZFQBFIavKjsZACk+IBeUxtfSZZsA8GgLbDb05cIjNgLXPvCD3Y0BRJLkOKHIz4Fzjcp4AAMznWo6R23//6UdJtQqskhRZ/Sjly/Lubz9TYNWtyKrdIAVXrQKrrkVW7QYouKp9/pbU+wIL22y3ZuLtk+7TkrQ4q9FoRCOnAtWODjts+gHAWFFwBeUjq2LkZFXzyKrmk1VBPmRVbWRVAGNJVpUNjYGMBSEW5GdYqwZOTUwMdYXCoXnp048hy7s5sFarzXrAKPW6DhinhkAAqkeABeXk+pOhaxVYtRdZlbjgKo2kBVeTq6YfaSQtuPrnr0w/huJzz5t+hIIryEuv4qlWgVX7ds137pLqWL0KrloFVu1FVrkXXM0tslJwBQAwcrIqhk5W1ZOs6mmyKsidrOowWRUAlacxkLEhxIL85NWw12oGbH/+7SeH1xyY66qBcxsCX3VPjgcbnoUaATUHMmqdrgPGvSFwnM8dgGQ0BwKQWq+J6yUsuHo4x8FSrQKrtEVW7XoVXLUKrGYVWW39jeQH6ncSe1uRVTsFV5CPTgVXvSauZ1lw1Wviei4FV92mriu4AhgrsioAUpNVZUpWBWRFVtXhewCMDVnV4GrNZjPdmsAltGHDhlixYkWsX78+li9fPurToQMvesjXooxuwPppNPyP+vCWiT/sigyfrNfqgNftkOHBemu++e5Mnqffxj+XDZA91zcA1aEpfDY5TG9+Rv3ZuHFjrF27NlavXh1LliwZ6rFdy5GLNAVU118/649TU1Nx3333xcqVK2PRovGcD/jslDnV7815WWZRWNXNezad/ee+pq0/9IrkB3rDX3b+eocCq06ab+gValXDKD8zoKV2wV3pdlyza+JdJvrI6nt+ZvRbSHXllYnODYquDNdT0EuarKrM11NymN78jIpPVkUuMsiqykBWNYesCkqjaFlVT7IqgNJSVzVbkhxGgs1Y8WKH4uq0OmBRZLJy4NwVAhcy5JUDa595Qfp9n14d0GqAMFqubwAgO+ecc07UarVYs2bNzNcefvjhOPHEE2P77bePZcuWxR577BEf//jHuz7Pxo0b433ve1/suuuusXTp0th7773jmmuumbfdxz72sdh5551j6dKlUa/X4xvfmD1dt9lsxplnnhkrV66MZcuWxf777x8/+MEPMvm7Ugyu5SA/aaex/6ie7bT1Xt7/xAIT17vJYhr7AlPXgfJpvnOX1BPcU2tNXE8yXd0kdgCYR1bFsMmqID+yqjlkVVBZsioAKB6NgYwdIRbkJ2lT3yDNgNtPFq+BcJ6XRv8NgSOUtDlwkGZATYQAAOmZ1pyvW2+9NT75yU/GXnvtNevrJ510UlxzzTVxySWXxB133BEnnXRSvOMd74irrrpqwec644wz4hOf+ER85CMfidtvvz2OO+64OPzww+M73/nOzDaXX355rFmzJk4//fT4zne+E694xSviNa95Tdx99zOren/wgx+M8847Lz760Y/GrbfeGttss0286lWvit/85jfZ/wAYGVkVmUszUT3h5Pb65Y2oX55uyvkwJS24Wvqb6cewXLPp9GNoPv/h1EVWtc/f0t92n3nBrAeQvX4Lp+YWWTWbzcTHaiRc0aJerw92baPgCmCsyKryJatiVGRVZE5WNUNWNYesCkpBVgVAUciq0tMYyFgSYkF++mnyy2plwGE2ByZaNXDQZsAhrxrYr6xWB9QcCNlzbQNQHUKsfDz88MNx1FFHxac+9anYaqutZn3v5ptvjje84Q2x//77x0477RRve9vbYu+9946JLvc0F198cZx22mmxevXq2GWXXeLtb397HHzwwXHuuefObHPeeefFW97ylnjrW98ae+yxR5x//vmxww47zEx4bzabcf7558fpp58ef/zHfxyrVq2Kz3/+8/HII4/EF77whXx+EIyM6zkyl0PBVavAqr3IqgwFV60Cq/Yiq+c8ke85zS2yOuuQFE+SdBL7K78x/RhAt4KrhYqrFFxBProVXHWbup5HwdU+++wz658REfV7iplxA5A9WVU+ZFWMmqyKzMmqZsiqniarglIpUlbVagZsv56RVQFUh6wqncWjPgEAimdqYiIWzbkBy6IRsJPtJyfiP+rDCfauPCLisCu6bJDlyoCvuifiuh0yfMLuap95QTTffPf8r+fUxFer1VLd2AMLq9frbmoAIKUTTjghDjnkkDjwwAPjrLPOmvW9fffdN66++up485vfHCtXrozrr78+fvzjH8cFF1yw4PM9/vjjsXTp0llfW7ZsWdx0000REfHEE0/E5ORkvPvd7561zUEHHRTf/OY3IyLipz/9aTzwwANx0EEHzXx/s802i/322y+++c1vxl/8xV90PO7jjz8+8+cNGzZERMTGjRtj48aN/fwoKqn1sxn1z2hqamqkx6eEli1Lvs9rXhPxla/M/P84NTUV+3xpv4iI2LhJ5+fb6x9eEev++IbUpzkMG/6//y8232+/WV9bet/0P596svM+Wz0Z8dCSbM/jq08XWC3q8HbzgYMi3v8vCZ/wdyYifvnyhb//h9985t+fevq/377/LeKmryY80DOe9flvxvrXvzgiIlZc8vszX19WW7rQLvGsz74w1v/3H6Q+ZpEU5TMDIiKeOH6HWPHxn838ef3bd4qI3v9/PvHEE7FixYpEx3rFK14RN9ww+72+1Qi40Otir7vuinUvelGi40RExJ//eYTmAkqg/XoKyi7JtVGZr6ey/DuVPasC6Nv++89rKuzV/Fe/vBGTRw5v0HgaD09MxLPn1FX1WhnwOU9E/CLj1fy6rQ541iERZ3wl4RNu/Y2Ih16x8Pc7NQLu97KIG25OeKBn1D5/SzTfMF2w1W/T30I1UsBgmu/cJWoX3DXrz33t12wmrlFsNBrzBmP0GmxQv+eemNwhRT3mYYdFXHll8v0AYIxoDGRsKZ6HfOXVCDhqHZsDs2wIbDfC5kCr+sF4cn0DUA2Tk5MmNmfosssui29/+9tx6623dvz+hRdeGMcee2xsv/32sXjx4li0aFF8+tOfjn333XfB5zz44IPjvPPOi1e+8pWx6667xte+9rW46qqr4qmnnoqIiF/84hfx1FNPxfOf//xZ+z3/+c+PBx54ICJi5p+dtvn5z3/e8bjnnHNOvPe975339WuvvTae9axnLXi+TLvuuutGfQqQrU99Kt1+9903868PPPBArH3ppYn2KaxL5/w9RtDL2Ks9po+f9Hzdenu+/47OX9/yP9McacbatWsjIuLS3/lQ4n3KwmcGRXHpjs/8+9q1t/e/39z3xD7cN+e9fu6fO74uPvzhxMd5+snT7QcF1Lq3gzKb+5nQjzJeTz3yyCOZPE8VsirGg987krnrr++5CmBH++8f9bc/nGiXcWkOfM7vJRuEnlVzYLeGwIF1ag7stTLgoM2BKVYB1BwI+ei3GTALjUYj8cIEmgMBqkFdVXIaAxlrQiwoh2GuGhjxdHPgsFaXH3Zz4BAbAq0aCPlwfQNQDUKsbNxzzz3xzne+M6699tp5U9NbLrzwwrjlllvi6quvjh133DFuvPHGOP7442PbbbeNAw88sOM+F1xwQRx77LGx++67R61Wi1133TXe9KY3xWc/+9lZ2829/u40EbOfbVpOPfXUeNe73jXz5w0bNsQOO+wQBx10UCxfvrzzD4HYuHFjXHfddfGqV70qlizJeHmwFNatWzfqU6BsDjmk701f9PXpIqvapcviuhd/Jl5165tjyVOP9rVvoVcNfP3rIyJi61vvTbxr2lUDv5qywCrxqoEte6TYJ+3KgVNvTLVbGVYNLNpnBgwiyaqB69evX/B7/bwukqwcuN//nH5Du2H39/S9DxTR1NRUPPDAA7HNNtvEokWLRn06MBSt1WS7KfP1VBar4VUlq2J8+L0jmUvYHLjnrU83BH4ml7MZncMOm/7nHcM7ZJpmwFSrBkZMNwf+fsJ9BmwOBMZb0lUDB6k5TNoc2PjAqoiIKHa7OQBzqatKRmMgAIUwrObAwwx2zZTmQACA9IRYg5ucnIwHH3xw1s/xqaeeihtvvDE++tGPxvr16+O0006LL3/5y3HI0401e+21V6xbty4+/OEPL1hs9dznPjeuvPLKeOyxx+Khhx6KlStXxrvf/e7YeeedIyLiOc95TmyyySbzVo548MEHZ6aub7PNNhExPY1922237bjNXJtttllsttlm876+ZMmS0hXb5aEoPydFw2Tu0e6NfTMFVm02vi4i/j1iyVOP9t0Y+OIr/qB4k9hbRVZP+9WeW8dz7viPRE/xvGa6SexTKd9OTv+jhAVXU0//c5M0R0v2ftOsvSwiImrNdIW8m168a2kmsRflMwMG8cgjj3QtuEqa23Z7Xbz4zju7Fly1CqymbYyIiD/44f+MiRedlegcoIgWLVrkGp/K+N73vtd3VlXG66ks/j5VyaoAuumUVT3x5ohNEzYHFnLVwDlZ1S/22D5xVpXVqoH9StwcONV7k6zMZFWRLquyaiAUS6/mwCxrDHs1B87Oqp7+2u1nyKoAxoy6qv5JsBl7XuxAPw57YE5T4DB/T/Wq/JcnXPOWt8Sat7wl9+MAw+H6BqA6TGsezAEHHBC33XZbrFu3bubRaDTiqKOOinXr1sVTTz0VGzdunFfEuckmm8TUVO/fbi9dujS22267ePLJJ+OLX/xiHHrooRERsemmm0a9Xo/rrrtu1vbXXXddvPzlL4+IiJ133jm22WabWds88cQTccMNN8xsQzm5liNz118/70t73vrwzCNL9cvzH9rUl8MOm1do1fKLPbZP/HTPeSL5Kbw6xT59m2p7tNyW4nn2e1lfmzVrL5sptIqIaC5On1XVPvOC1PsC2etUUNVsNnMZ5la/Z/57R+MDqzoWWs18//YzMj8PAPIlqxqMrIoiklWRuZRZ1RNvTn4oWdUzZFWdyaqgWGRVAGRNVtUfKwZSCvV63YseSiDrVQN7rg64JFrDi/P3qnsirks34WohnRoB18SZcX6cmelxerFqIOTD9Q0A9LbFFlvEqlWzf7mz+eabx9Zbbz3z9f322y9OPvnkWLZsWey4445xww03xEUXXRTnnXfezD7HHHNMbLfddnHOOedERMS3vvWtuPfee2OfffaJe++9N84888yYmpqKU045ZWafd73rXXH00UdHo9GIl73sZfHJT34y7r777jjuuOMiYvo6ec2aNfGBD3wgdtttt9htt93iAx/4QDzrWc+K17/+9Xn/aBgx13Jk7vrrY8/Nh1MINdJp7AsUWM01rGnsr34i4poUE9w7TmLvZ9r6bRGxZ8KD7feyiBtu7vit9gKred9bfE/UnjSNHcpgmNls/Z57onbxaxLtYxo7AFUiq6KoZFVkTlY1i6yqjawKKk9WBQDDpzGQ0hBiQTlk0RzYsyFwVDJqDuy1MqDmQCgP1zcA1TA5OWlqc44uu+yyOPXUU+Ooo46KX/7yl7HjjjvG2WefPVMUFRFx9913z5rU/thjj8UZZ5wRd911Vzz72c+O1atXx8UXXxxbbrnlzDZHHnlkPPTQQ/G+970v7r///li1alWsXbs2dtxxx5ltTjnllHj00Ufj+OOPj1/96lfxkpe8JK699trYYosthvJ3B3jiv0cs+Xz/20/evO/0vxyZz/ksqM8iq0ENveDqH5Pvl8qcgqtuRVbtBim4AgCgvGRV+ZJVAVX2xJsjNv1M/9vLquaTVQEAUDWyqt5qTVX8MzZs2BArVqyI9evXx/Lly0d9OqSgcB7KI01zYOqGwGGtGhiRujGwVzNgJ8NuDowY7sQfqBLXOADVULUQSw7Tm59RfzZu3Bhr166N1atXx5IlS0Z9OrO4jiNr/U5i3/jUsvjqv18aB/7u62LJJo/2LLiaKbJqd/75yU8wqTVrpv/5s5+l2j3JJPYdvzf9z8kU86jSFFtFDFBslXQS+9OaNybfJ3Wx1aIvRfONw1kZIEtF/syAUUnzukg6iT0iEk1irx8x/f4yecWIVgWBiJiamor77rsvVq5cOas5B6qkU1ZV5uspOUxvfkbjT1ZF1tKuGiirklUtpGpZFZANWRVANairWpgEm1Kp2osdmG4GbD1SG+bvrF51T6LN17zlLamaAiOmVw4EysE1DkA1KMqA8nEdR9Zu+222v3SevHnfzoVWEc8UQmVtzZpnHi077ZTqqX6xx/Zdv7/j9555tNRT/Ahf/UTyfSIiznptuv3itoTbb4zUg6+ai5NlVbHoS9OPiKh9ThEEVFXz6H9OvE/j9jO6fr9+RGPm0f41AEZHVgXlI6sia7Kq2WRVT5NVAUMmqwKoBlnVwjQGUjpCLCiH7Se7hzUDNwPOVaDmwFYzYNqGwFGq1WqjPgUAAAAotTQFV0+8efafuxZZtcuq4KpTgdVcGRZczS2wmmssCq562RjziqxqL0v3VD0LrloFVk8XWbVTcAXVlVXB1dwCq07fBwAAiktWNZus6pkvyaqAYZJVAVBlGgMBKKxOzYGZNwSOSofmwDyaAUexaqDmQMiH4QcA1WC6FZSP6ziK4ok3JyiyykI/BVYZ+cUe23ecuN5N4QuuOk1i71BgNVemBVcLFFjNO6aCKyCBxu1ndJy43o2CK4DRkVVB+ciqKApZ1WyyqtlkVcCwyKoAxousqjONgZSSEAvKY/vJiZlmwNwbAoe5amBExKvuGcrqgKNoDgTy4RoHoBqEWFA+ruPIWtJJ7Lf9diLV9PaISFwstcfWjdhj65S/FE8xib3xof+Ixof+I93xUkhbcJXKbdFXgVVWmovv6TpxHWCuxJPYj7lm+gHAWJFVQfnIqsiarOoZsqrsyKqApGRVANUgq5pPYyClJcQCUhlWc+A1d04/hmTYzYG1K/5hqMeDKnGNA1ANQiwoH9dxZK2f4qnbH7lh9nbnn5/uYD0KrloFVu1FVntcfFO6Y/VZcDW3yKp2d/JDJZ3E3vj59CONxJPYd3/6kUKaSey1/2v6kVa/k9hrtdqsBzD+ehZctQqs2oqsaj9NfhyT2AFGS1YF5SOrImu9sqpWM6CsamGyqrZ9ZFVASrIqgGqQVc2mMZBSE2JBOUzcm3JKWBHNaQg8/5NHDe3QQ2kO/Psrph+hORDy5BoHoBqEWAD00qng6rbfTsTtj9yw8E4ZFlz1mrieuuCqi25T1/MouGoVWLUXWZ2RctZTz4Kr3WOgIqt2/RZczSuyOuDF6Y/ZpeBqoeIqBVdQDh0LrnpMXFdwBTB+ZFUA9LJQVtW1aVBWNYusSlYFDE5WBVANsqpn1JrNZnPUJ1EUGzZsiBUrVsT69etj+fLloz4dMuIFD+XR2G6IN1IbM3yuPlYGXPO2v8vwgN2dn3WD4NONgAtpHvGn2R4PmOE6B6D8ytwMLofpzc+oPxs3boy1a9fG6tWrY8mSYS0Dn55rOIZhamoq7rvvvli5cmUsWrTAfMAek9UXkqaA6o6j901+oJ/9bNYfFyqwmqv5guSHioiYnBM79TNt/azd0h3rjH+c84UMiqs6ad688Pd6Tlz/2q3pj/vG6R9mkkKqYf2qatw+M2AYsnxdpCmgbO6c/DiTV5RomCCF1df1FFTQXnvtVdrrKTlMb35G5SSrojBkVbPIquYoaVYF5EtWBVB+6qqmLR7SOcHI1Ot1IRaUxMS9E8NrDlwSgzcH9tEQONZ6NAQCADC4ycnJUodYUEWyKsbWzPT2IWUzO+0UjROSF3bV7k5XcFWfiKg9N9k+Z9yZruDqrNemn+SeRO1l8wuuehZZZXHcFMUWtVpNwRXQt/oRDQVXACOybt26UZ8CkDFZFWNLVjWPrGqB48qqgJzJqgBGR13VNKPtqAQvdiCVtEMur7kzcVPg+Z88KuXBklszyIqBf3/FM48+1a74h/THA7oq3TXOmjWpJ0EClJmiDCif0l3HMZ5miqf62K5t2zseSv7L7cST2+ccM6na3cm2//le0480khZNnfG16cew1F42XWDVevTtgBfndk4LSVOkBRRLmqLJ2k8Tbv+B6QcAANmRVVEIsqoZsqoOZFVACrIqgGpQVxVRaxprMSPJUouMJy96KIehrRoY0f+qgRmtDrjmbX+XyfP04/wkDYIZrA7YPOJPB34OoLOxv8bp1Aw4wC9WAMqqbMUZcpje/Iz6s3Hjxli7dm2sXr06lixJO+FlNMb+Oo7Cmpqaivvuuy9WrlwZixb1mA+40HCOHtfke2ydPJ+54+h9F/7mAsdr3JkuB+o1iX2h4qqd7k91uK7T2BcsrkoxLT6R1n/6TQd4jq/d2vemR7/pcxERcXH87wEOmK5Yo1/j/JkBecnjdZGmeLK5c5fnW6C4amI3k9jJT6LrKaiQ9tfGi188/AL9PMlhevMzKj9ZFYUgq5pFVjVHybIqYDhkVQDVUOW6qsVDOicAyMzEvRPDaw5cEt2bAzNqCGw5/5NHDa05cE2c2b05MINmwHa1K/5BcyDwjF4rA65ZozkQAACG4fzzZ1+f93kdfsdDE4kLrva4+Kb5BVc9jjex20Sqgqva3fMLrvqZtP6zbdMVXJ1x5/yCq57T1u+O7AuuOvUtPBGDFVx10SqwmvW1OGGggqtarabgCiqo9tP5BVe9pq037mwouAIAgLKRVc0iq0pGVgVkRVYFwDjRGEil1Ot1062gJEbeHJhxQ+CodGwOzLghEMjfWF3j9GoIBGBBk5OTpZtuBVU3VtdxlNsQh3LscfFNccdDyX4xPkjB1c/+KPFuqZ1xZ0wXUCWRVcFVr4WM0hZcHfDieZPYOxVYzTVowRUw3prNZqpJ7LWfRsSl2Z8PAPmQVUH5yKooDFlVJmRVbdvIqqDSZFUA1VDlrKrX5TeUTlVf7MCAlsR0M2DrkaPzP3lUrs8/15o4c7oZsPXIUe2Kf8j1+aHKCn+Ns2ZN8qZATYQA8yjKgPIp/HUcdJG0aOqOhyYS79OSdMpu88bpRxo/2zb5Ph/ZbfoxVIvaHv14IuVxDnhxHP2mz808APqRdDWFZrOZagWGNMW4AGRHVgXlI6tinMmqniGrAphNVgVQDVXNqjQGAjC2Ju4dzrLrE3/34Zj4uw8P5Vgtw2oO/H+b/0/8v83/ZyjHasm7ObB2xXmzHlAlhftFXasZcJAGP82BAPNUNcSCMivcdRwk0Kt4qlVglbbIql2vgqtWgVV7kdWOp6Q7Vr8FV3OLrD5yQIqDJZ3cvs3TjzSSFlwNMCTr6Dgh8T5piy2A8dR6zbe/7pt/ruAKAGDUZFWMM1mVrGohsiqgF1kVAONKYyCVJMCC8sirObDVDNjeEDix4apcjjUKcxsCm0f86QjPJhsLNQJqDoQRGLQZsNPzAQAAhdWpkCqrAqu5OhVc9Zq4nrbgqptuU9dzKbjaJuYXWT0vxXEiehdctQqs2oqsLv7kmlSH6rfgSpEVlFOn13WnAqt526QouAJgdAyxAqBoZFVzviermiGrgmqTVQFUQxWzKo2BVJbmQCiPLJsDe60OOMzmwKxXDWw1Ay60QuAwmwOzXDWwn5UBNQdSJSO9xsm6IRCABVUxxIKyk1Ux7tqnredRZNVuYreJjhPXu0lTcNVpEnu3IquBdSq46jVxPcuCqx4T19MWXHWjyArKr724Ks/Xu0nsAKMlq4LykVUx7mRVGZBVASUkqwKohqplVRoDqTQhFhDReXXAosiiObBbM+AoDdIc2GoG1PAHnQ31GqfVDJh3Q6CGQ4B5qhZiQRXIqqB4frbtMwVWSYqsUk1ij5guuOo0cb2bQQquOkxc7yZNwVWnSeyKrIBe0kxiV3AFAJAtWRUUj6xqNlkVMCyyKgCKTGMgAKWQdNXAQZoBh7lqYET65sA0DYHDXDUwInlz4CDNgJoIIVuNnzWi8bMhB1iaAwHm0RwI5aPgCvoz+Zbkk96TTmLf6UfTj7QSF1wlKbAa1Lc/NP0YkqPjhKFMYa69965ZD2C8JSq42uT86QcAIyOngnKSVUF/ZFUDklUBY0BWBTBeqpRVaQyk8gRYUB79NAdmtTLgsJsD+9VqBhxkhcBhNwf2I6vVATUHUiV5XOO0mgHbGwIba27K/DgAAFUnr4L+5FFw1Sqwai+yekeevzPqNHH97hTP0+8k9rlFVltemfhQSSexX9T8aFzU/Gji4/SrW3GVgisouVaBVVuRVeMuWRXAKFWp4AqqRFYF/ZFVtZFVyaqgimRVAIVTlaxKYyCEAAvKpFNz4CCrA3Y91hCbA3utGjhoM+Bcw2wOXGjVwFYzYNbNfJoDqZKsrnF6rQ441OZAqwYCzFOVEAsAOsmq4KrXxPW0BVcdJ7F3KrCaK+uCq25T13MouGoVWOVVZGXSOlRHx0nsPSauK7gCAABGRVbVRlYFlJCsCoAi0hgIQOlM3DuRWzPgKHVqDsy6IXBU2psD82gGhCpL2xzYaXXArttrDgQYKc2BUD4GWUG+djyl88T1bgYquOqnwCoLcwuuuhVZtcuo4GpYE9eT7gOMp1qtFrVaLeJ10XHiejcKrgBGR04F5SSrgnzJquaQVQEFJKsCGE9VyKo0BsLTBFhAGsNcNTBiujmw1QyYd0PgMFcNjBhuQ6DGQ1hYkmbAeftqDgQAyJS8CvqTdBL7ZP3TMVn/dE5nM9s77pl+pJJmEnvEdMFVv0VWA7r4k2tyn7geEXFc7ZQ4rtZhfH6fFFzBeJkpshqQgiuA0alCwRVUkawK+iOrmkNWNY+sCsaLrApg/JU9q9IYCG0EWFAi++8/tEMNqzmweezvRvPY3x3KsWaOOeTmwGHSHEiV9LrGSbo6IADFVPYQCwC66VVw1Sqwai+ymliXvOCq30ns84qslic+1LSEBVevXf65eO3yz6U7VsJJ7MPIqgYtsgLGR6vAasEiqz9bk+p5FVwBjI6sCoAqk1VNk1UB40pWBVA+Zc6qNAbCHJoDoUSG2ByYp1E0BA7TyUccEScfccSoTwNKr9M1Th7NgFYNBBitModYUFWyKuhfp4KrXhPXsy646jp1PW3BVQ+tAqv2IqvX/tlz0z1Zj4KrVk41qiKrvzjzb1I/p0nsUEyJJq4ruAIYO7IqKB9ZFfRPVvW5Z74mq5pHVgXFJKsCKLeyZlW1ZrPZHPVJFMWGDRtixYoVsX79+li+PKe7HsZCWV/wUFnXXz+UwzSWH5rZcxWtEbB2xT9k+nwLNQJ+6IpzMz1OP5pHvGvox4RRqn2xz/BqQBPn7zuU40RExPnnD+9YAGNiHIoz5DC9+Rn1Z+PGjbF27dpYvXp1LFmyZNSnkxt5FUlMTU3FfffdFytXroxFiyo4H3DdusS7NPZ5a+J9PtL2cbtggVUnGxIfKuIFs//Y76T1f/z7/0xxsIj49WGz/jisrKrfieufOPO4VM+/bNFTcelet5f+MwOSGPW1VN+FVu3+/vxUx5rYZYh5FWOv8tdTsIA0r41xyKki5DD98DOinawKEpBVzZBVzdf8f3ZJvS+QPVkVQPmVMataPKRzgrFSr9cFWEBiExuuGrg5sGgNgS3NI/40k+bAXisDnnzE/xh6c2DtivM0B0IOGmtuGl5z4Jo1mgMBAIChe8dkRDxvSAe7O+K1qz43pIPF9DT2Pzs5hjVbst8iq5a/OPNvBiq4AirmiTVP/8v81ToAyN/k5OTYFFwBwDiTVWVHVgXkSlYFMFJlzKqMtoMFlO3FDpW2//5DO9TEhqtS7dc89ncL2xTY0jziT1Ptd/IRR8w8+tv+f6Q6ziBqV5w39GPCqDT/ZHgLhjfW3JT7MervvSnq783/OADjxrAbKB9ZFSSwzz6Jd5lY9+lE269bNf1IJeHCGrut+v3YbdXvpzrUa//sucl3+rOTpx+RcjoyQAKpijr/bE1/2z2xpq3QKqLxw0byYwGQCVkVlI+sChKQVc2QVc1X+/RzRn0KQBtZFUA1lC2r0hgIXQixoESG2BzYr1YzYNEbAtNK0gw4f9/hNwdClYx7c2CrGbC9IbC+XlgGMFfZQixAVgWJ5FBw1Sqwai+yWpd2CnuPgqtWgVV7kdUP40OpDtV3wVVbkdU4+Isz/ybZDtv9QcTK/ysiIlZctHMOZwSklXnB1Zwiq3YKrgBGR1YF5SOrggRkVTNkVU/b7g+mH6E5EIpGVgVQDWXKqjQGAlAdQ2oO7LVq4Dg3A/ZaNTDp6oBFYtVAKL5eqwNqDgQAAAbVqeCq18T1LAuuek1cT1tw1VWPIqthTGL/m+YHU+3Xs+CqVWD1dJFVOwVXUAJzC666FFm1U3AFAACMC1nVfLIqoLBkVQCMSK2Zqq29nDZs2BArVqyI9evXx/LlCddHp9TK1A0MRMT11w/lMI3lh87687g2A3ZSu+IfZv05r0bAD11xbi7P203ziHcN/ZgwKrUv5h+Yt0ycv2+q/bo1Ai5kcsVEqmMBlFVRpzbLYXrzM+rPxo0bY+3atbF69epYsmTJqE9nKGRV9DI1NRX33XdfrFy5MhYtqvh8wHXrUu22+L+/NfE++zyY6lCx2wsWLq5ayO6RfFr6P/79f87+QsKJ68P4ddJxtVNS7feJM4+b/YUOxVUREctqS+PS5/zveN0vTohHm49FRETzrb9IdUwoiyJdS6Uu7rwk+S4Tu8uP6M71FHSWxWtDVjW+/IxYiKwKEpBVzZBVdSarguKQVQFUQxmyKgk29KGoL3ag2CY2XDWzOmBZmgJ/VKvFj2q1+OGfHTGU1QFPPuJ/5PbcQETzT4Y3I6SxJlmDX6/VAQHon6IMKB9ZFSSwzz7Jt0+6T1pv/8n0Y0he+2fPfWbiesJCq2EZaBp7l4nrwHgY5jzbpJPYd2g0YoeG6e0AWZBVQfnIqiABWdUMWRVQdLIqgGooQ1ZlxcA2JlvRSxle9MDTcl41sP4/ytXQ9qMO02/+dohXEENdOfAfD4vmRbsM73hQAEVZOTDLRkCrBgLMV7TiDDlMb35G/SnSKjfDJqtiIVa4maPXJPYFiqsWr0r+S/W+JrF3KLDa7Sv/d+JjJZnE/o/xxsTP38mwfqWUZBr7J+7/0PS//NPWPbfttGJgRH+T2GtXXDDrz80j3tn3OUKRFe1aapiT2CO6T2NfqLjqngm5UxW4noLOsnxtyKrGj58RvciqoE+yKllVD7IqKA5ZFUB1jHNWpTGwjQCLfgixoEQybg4sWzNgROeGwHalag78x8Nm/VFzIFUyzMbAiPnNgXmtDKg5EGC+IoVYcpje/Iz6U7Ri9mGTVdGJQvYO5hZc9TlpPdOCqx4T17MuuMqqwGquIhRczRRYzdWj4GqhxsCIhQuu5hZZzdpHwRUlUMRrqVEXXPUzbV3BVfm5noLOsn5tyKrGi58R/ZBVQZ9kVZkZ56yqG1kVFIesCqA6xjWr0hjYRoBFPwRYUDIZNAeWrSGwVzPgXGPdHDinGXAuzYFUybCbA5tbDec4mgMBZhvXAKuq/Iz6U8Ri9mGTVzGXQvbspCm2iphTcNWjyKpdFgVXeRVZtQzz10pzC64WLLJq16XgqltjYMQzBVfdCqzm7aPgijFX1GupVAVXKYutIiL+z39Pvo+Cq3JzPQWd5fHaKEpeJYfpzc+IfsmqID+yqvnGOavqRVYFxSGrAqiOccyqFg/pnKA06vW6AAsoXTNgRPKGwLHWoyGwpXbMXZoDqYzmnzSH0xz4y6XT/9xqfgFmHurrG5oDAdpMTk4WJsACsiOvgvw8+f2JVAVX654Xsc+f9F9kNYgfxofizvjBUI41bH/T/GDUHhheZpWkyKp9HwVXUBD/PRIXXK0/YPqfw0mqAOhEXgXlI6uC/Miq5qvVakNrDpRVAYnIqgDG0jhmVUbbQQrj9kIHuth//0Sb1//H/yhdU+CParWBmgLfMsR+wpOPGOBn/4+HPfMAhu+XS59pCoyI2k+WdtkYgDwpyIBykldBfp78frJhI/ssvSr2WXpVqmPdecjVibb/cfP78ePm91MdK6lmsznUCeyp/dFDQz9kmiItoLvU7zd9TlNff8AzhVYREUvvT36oHRrJinEb/7JVNP5lq+QHAqgAeRWUj6wK8iOrmi/VSl7DIquCUpBVAVTLuGVVGgMhJQEWlEiP5sBWM2CZGgJbzYBZrRJY6ObAAZsBa8fclXpfGDfNP8m4wLPVDPjLzk2Aw2oOrK9PPjERoOzGLcACgKJrFVjNKrL6SroiqF4FV60Cq/Yiq7wa9lrNgKNsCGxuk+LYCQuuVr31oVj11sGKtBRcQfbyeO+ZW2TVLo+Cq1aBVXuRlYIrAAAgb2XNqroZVnOgrAqqS1YFQFFpDIQBaA6EEunQHFi2ZsCIwVcH7KZQzYEZrw6oOZAqyaQ5sEsz4KhoDgQAqkBWBfnpNIm9Y4HVXBkWXPWauJ5lUcKomwHnSlVw1UOrwKq9yGrVEWsGek4FV5C9VO9FHSaxdyuyGlSngqteE9cVXAHMZ5AVlI+sCvJTtayqX4VuDuxBVgXjQVYFUB3jlFXVmkX6ze6IbdiwIVasWBHr16+P5cuXj/p0GCPj9KIHeitjOJ1XM+Bcfzvkq4oPXXHu7C9k1Ai4kOZFu+T6/FAktS+meN9I2QzY3PWxVPulMbli/i9IAKpslNe+cpje/Iz6s3Hjxli7dm2sXr06lixZMurTKQRZFVNTU3HffffFypUrY9Ei8wGz1Gjcm27HQ1al2q35T8mziLQFUEX/dVHtgRR/r3/aetYf6294JN6z9tJ4/+rXxeNLHl1wt+9fcX7yYz2tecQ7U+8LozAO11Jp39fWp5iqHhHx2Lbp9nv+2T9JvM/Ewb9KdzBy53oKOhvGa2NUeZUcpjc/I9KSVUF+ypxVpTWsjCuLrKrfVQFlVVAssiqAahmHrGrxkM4JAMbG5ORkKZsDh+EtteE2B558xP+IDx2T/AYWyFAGKwPWfrJ0qM2BADzDtS+UU71eV3AFYy5NkVXqYw2rWGpOsUTS4za3aSYvuPqjh2LVNm1/3rgs2f4p1GrfjGbz5bkfB6qk2WwmLLj6t6f/+Yepjrf0/mQFV8+PH6U6ThqNk6ent098SJEWADA+ZFUw/kaRVaVtvKnVan3lToXIqoZAVgXZk1U9Q1YFUAxG20EGFFFC+Qil03vLkAZ9/U3tsvib2mXDOdjTasfcNdTjwSg1/6RH6P3LpZk0BbbUfpLdc3VTX98YynEAxolrXwDo38TEdul2/Mr3e27S/KddZh6D6LeIqdlsDqUpsFardSySSFPc1dwmwfn+5OlHCquOWJN8pz978fQjpguugGz1fr/6t7bHtBXb/tuCWw/q+fGjmceM059M/DyNf9mqv+1O3mqm0Kr1Z4CyklUBQP/KnFUNklt1y51kVUAWZFWyKqA6xiGr0hgIGdEcCBTZ7w1p8vswzG0I3OLiW4d6fM2BVEnH5sCMGwJHQXMgAFAFsirIT5YFV1kVWM173i5Z0DAaAlsFVr0KqtJOfl/QT2JekdX3U9Za9F1w1VZkBeSr83vX7AKrudIWXC29f/7XOhZYzZVxwdXcIqu53wMoq3EouAKSkVVBfsqcVWXVHCirAvIgq5r/PYCyKnpWpTEQMiTEgnIp+od4UsNsDsx61cBWM+BCKwRqDoT8NP+k+UwzYM4NgcNaNTBCcyDAXGW79gWmyaogPwMVXH1+11wKrOaaW5QwzIbApPsk0XESe4+J62kLrrrqUWRlEjtka/b7y/yJ690MUnDVV4FVBuYWXHUrspq7HQDAuJBVQX7KnFUN2hwoq5omq4JsyaoW2E9WBTASGgMhY0IsKBcF0ull0RzYrRlw1DQHQj40BwKMjmtfKCdZFRTILw6dfkRE7aGMpyotoFVglXdD4DDVvlKLmIyOE9e7SVNw1XESe4Kp6wquYHBpijg7SVpwtfzb049UUkxij5guuOq3yAqgCmRVUE6yKigQWVUmZFVQLbIqgOoqclalMRByIMSCcinyB3lSw1w1MCJ9c2CahsBhrxoIVdI89tFRn0LmanffGrW7vW8AzFWma1/gGbIqyEffk9jbiqzaDavgahz0U0hR+0ptutBqyFYdseaZAqs+i6zSOLX26VkPqLJWgdXC7w1/mOp5exVctQqs2ousml/5vVTHSlxwtcvHph8pJC3Oqr+mEfXXGJgFjAdZFZSTrAryUeasatiNhLIqWRW0k1UlI6sCyqyoWdXiUZ8AADBcv9dsxo8ymFqTtSxWBtzi4lvjN0fnF3rNVTvmrmhetMvQjgej1Dz20ah9atlQjlX7ydJo7vpY9s/boRGwcVszJvYs3nsiAAAwHiYmtotG497O3+xQYDVX7aFaNLcuz4T0ZrOZelpyrVbrWOS1YIHVryNiy2THuP2WZNt//4fJtu+kVvtmNJsv7/i9bkVVp9Y+Hec03zr4CcAYSfb+8YcRkXx5hRXb/lusv392sVavaevNr/xe1A75UeJj9dSpuOptH4v45PGJn6px8lYx8aFfLfj9TsVV9dc0YvKfJxIfCwAAKK4yZ1WD5E5pDCOr+v6/RaxK0E8kq4LhklWFrApgTFgxEHJiuhWUS1E7/NMa5sqBvVYNTLM6YDfDXjmwdsxdQz0eVEXtJ0uze64eqwM2bivmLzYARqVs177ANFkV5GfeNPYFpq5XxSAT3NsLLfqauv7r1Ida0Pd/+Mxjxh3pJj631GrfnPl3k9YhS+mnsXeauN5NqmnsnSaxt6atd5u4/rbsprH3mrhuGjswDmRVUE6yKshPmbOqUa4cmFdW9f0efUSyKhgnsqp2siqgrIqYVdWaw75SLrANGzbEihUrYv369bF8+fJRnw4lUcQXPpBemcLpYa8a+LdzrjiybAaca5irBrZYOZCqGNaqgS1pVw7s1gi4ECsHAsyW97WvHKY3P6P+bNy4MdauXRurV6+OJUuWjPp0Ck9WVQ1TU1Nx3333xcqVK2PRIvMBh6WxU/pfWBd1EvsgUk9w/6cU+2zZ32bLppbFpb+8NF73O6+LXV/x6Kzv9TVxfY/kE59b3h23p9rPJHbyVqRrqXTvG8lel3/enC7QunRt8iOlnsR+6SfT7ZdiGntERPP7uybexzT2+VxPQWejfG3IqkbPz4g8yKogP2XOqoa5cmCeWVW7uSsHyqpg9GRVc8iqAGYpUlYlwQaAihrmqoER0ysHtlYHzLMpMGL4qwZClTSPfbT3RiPSWhkwTVMgAPMpyACA4ak9ZFDJsH3/3xaYuN7NgNPY0zCtnSpJN8+2v9flnzf/cKbQKiLidauTHynpJPYD4ltxQHwr+YHSevTpB0BJyaoAYHhkVcMnq4LikVUNSFYFlFyRsiqNgZCzMq0uBhTrQzwLw2oO3P3S6ccwaQ6E/AyzObD2k6W9t8moGbBxW7GnHgKMQtmufwFZFeRp4meDTbAtW8FV0qKJ5r9NP1L5dcLt6xHxBymPldRFU9MPoC9ZF1zNLbJql0fBVavAqr3I6oDX7Z38QBERb/tY720ejXlFVrVdf5L4UPXXpF9JBGCYZFVQPrIqyE+Zs6p0944JjzHMrOoPQlYFBSWraiOrApinKFmVxkAYAiEWlEtRPsTHwdyGwN9c+uejO5mcNC/aJZoX7TLq04BS69QcmNfqgJoDAYAqkFVBfgYtuCqbXkUTrQKr9iKr5lYpD/brHt//g5huCGy3a4rj9DuJfU6R1V9ftHuKg00ziR36Mfu12a3Iql1WBVe9Jq5nWnDVocBqLgVXAMA4kVVBfsqcVeXRHDj0rGpuQ6CsCkpEVtVOVgWQL42BMCRCLCiXMjUHZr1qYKsZcKEVAofZHJjXqoGtZkANgVTZMFcNjJhuDsyrGXAuzYEAs5Xp2hcAhmGQgqt/e6q4k9jT6lSk1WvieqYFV70mrmddcNVl6rqCK+hP+uLOP+y7yGpQza/8XseJ690MVHDVR4FVFhRcAeNAVgUAyciqepNVJSerokpkVXPIqgBmKUJWpTEQAMikObBbM+AoZdkcqBkQZhtWc+D73/bheP/bPjyUYwHQWRFCLCBbhlhBsdy05fQjolwFV7XajVGr3RgRN3ScuJ6LX0fnievdZFFw1aXIqt0gBVdQJUkLro6OE+LoOCHVsZJOYv/WQdOPoXjdudOPFNJMYo9QcAWMB1kVlI+sCoplXLKqQVYNlFVNk1VBf2RVT5NVAXQ06qxKYyAMkRALymXUH+JZS9scmKYhcJirBkYM1hxodUAYnbkNge9/U38TrbIwrFUDt9y9EVvuLsACxkPZrn8BWRXkqd9J7O1FVu2KXHDVS6sZcLohML00k9ibX5l+DM0df9h3kRWQvVaBVXuR1ZJaPgVXrQKr9iKrszcek/g4fU9in1tkdUuaqtDkBVfL//OyWP6fl6U6FsCwyaqgfGRVkJ8yZ1XJmwNvePqR8DiyKqAHWVVvsiqgzEaZVdWag4zMKJkNGzbEihUrYv369bF8+fJRnw4lJqCGcilTOP2jWn9BXlYrA27xuuHdtP3m6Bf3va0mQEim9qllmT1XPysDvuezL8nseL1M7Jn9LzgWagT89Q/7+2UMwChlee0rh+nNz6g/GzdujLVr18bq1atjyZIloz6dsSOnKqepqam47777YuXKlbFokfmAo9TYqfP1f6cCq07+cJPx+BVOv02AzX/bL/lz/6qP5+1QYFW7YP7Xlm1cFpded2m87lWvi0eXPDp/gyQ1CXs8/f550SMJdnrGu4/5Yd/bntN8a6pjQD+Kfi1Vm5NZ9ztpfWPzf6c63qVrZ/+5n2nrpy+5KPFxvnbpdzt/o9fE9Zcmn6ze/En3Qq2Fiqu+PvG7iY9VJq6noLOivTZkVcPlZ8QwyKogX2XNqubeO87XuRFw1FlVT7IqKBxZ1RyyKoBZRpVVaQxsI8BiWIRYUC5lagyM6N4cmFVDYLsiNQdqCIT0Bm0O7KchsGWYjYER2TUH9rMyoOZAYBxkdf0rh+nNz6g/RS9mHweyqvIpWrFu1bUXXPVbZNVS1GKrljSrAiYtuOpWbNVr4vrcgquejYER3Quu9ljg/TKHgisFVgzLOFxLHVM7MfE+aYutIiLWPJl8n4ELrnoVWbXLoOCq30nrVS64cj0FnRXxtSGrGh4/I4ZFVgX5KmtWNb85sL9VAUeZVfVFVgWFI6uaQ1YFMMsosqpipHRQMWVrIoKqK1so/XsdZgbsfmk+TYHDtsXFt877WvOiXWYeQHrNYxcoqOzh/W/7cKKmwIiI97/pW6mONQpb7t6YefS7PUDRle36F5BVQd4mfjYRN22ZvNAqIuLfnsp+FfNx09yqw9e+0rvQKrVOw4r3mFy40Coi4phnpTrUX1+0+7yvndN8q0IryMCSWn/T2ttddvGr47KLX53D2XR2wOv2ni6ySlJolVJt15/E8v+8bOYBUCayKigfWRXkq6xZ1fQaKTe0PXI6jqwKSEFWNZusCiizUWRVVgxsY7IVwyaghnIpWzhdu2x4Yd4wVw2MiNjQPHKox4Oq6HfVwKSNgAsZ5sqBSVYNHLS5z6qBwLgY9PpXDtObn1F/xmGVm3EhqyqPIq7iUXWP7TPYfUJRp7GnWTEwIvkk9oiIuCTVoWZNYu9rxcCWTVO8J6acxr7nMT+P7zWPSrUvDGpcrqXSTGKP6G8ae6cCq1ted03iYyWZxP61v386a/qzoxMfJyISTWI//ZYvR0TEhbF9qkMlncR+c336M+9lk+Odcbmegs6K/NqQVeXPz4hhk1VBfmRVs40qq0pEVgWFIquaQ1YFMM8ws6pipXRQMWVrIoKqE0qn95tL/3wox9nQPFJTIOSo16qBaVYH7Pp8Q1w5sHFb719sJFkZsNfzAIwD178A0L+l6wb7hXNRp7E3m69MtV/tD/uf2j652URMbpb+59d8Z8Idvvj0I42E09j3PObnsecxP4+IiL1qf5fyoFANFzU/mvlzdpu6/tJLk09jP3vjMV2//7W/r808Zvz9xYmPExERt3RaMuIZp9/y5ZlHy/8v/iPVof6vxr/3td3N9cZMoVXrzwDDJKsCgP7JqmaTVU2TVUH/ZFVzyKoA5hlmVqUxEADoqPnnxZzulYaGQBieTs2BWTcEjkqn5sBWM2DWzXyaAwGAUTDECvI1aMFVUaUtuOqmVWDVXmQ1+ZYcf35fjPlFVpemfE/sUXDVKrBqFVm1U3AF3aUpuFpSO2He17oVWQ2qU8HVvAKruTIsuJpbYDVX2oKrbuYWWc39HgDw/2fv3uPlqut74X8nCYZAIaJCSQQTidfK1ZkCalpQES+IVFuUy8NVQAV8MPRYuUVRiTnn1BMRLbQiDSLKzacWqtQiPQLHHjwwozmiVblECxopWjEpVwOZ54+wd/bsPbe15rbWmvfb17xkz6zbnuyZWesz3+/vR1qyKhgsWVX3ZFVAM7KqaWRVACNTqtfrxan671GSqRahn4xcB8VStHC6dPXwRvna7sir+7YtjYAwWheU/mpo+1q+er+h7Ssi4t7D/3Bo+/rtj4v5ZQxQLGnPf+UwnXmOurNx48a48cYb4y1veUtstdVWoz6cQpBV5d+mTZti3bp1sXDhwpg1y/iAWfLE3um/dF563T9E/Yi39vFo+qtUui3xOvV/OaDh525GWy9flu45LH06Yt7GeXHVN6+KI99wZDx+Q/tZ7ycdmfI98YrHGn5sVlzVyvfrR6fbJ6SQt3OpY0unp1rvi1fcl2q97xz5jVTr7f/VFAVU7zwm1b7OjeQDcl0UuyRe51vVFzX83G0h1atq+cy3nE9Bc3l4bciqBsdzxKjIqmBwZFWNhp1VNeh2VkBZFWSKrGomWRVAo2FkVdlM6WDMFK2JCMZd0ULpYc4c+J9XHdHzNswOCOPn4yf8n+Hs6IR1m28ANCja+S8gq4JBSjMS+9Lr/iGWXvcPERFRuvpr/T6kkSq95tamI663k3Y09voZEXHDMz/c0G7JPjl2m7YjrgPpJB2J/Yr6Z1ON3j5h/6uSjda+/1c/E/t/9TOp95fI6js334bktZV7J0dcTzK6upHYgWGTVUHxyKpgcGRVjYaeVTWbGXBQZFUwELKqKWRVAE0NI6vSGAgZIcSCYinaF055aA7UEAjZcl79tFEfQv9Mawh80e9dP7RdP/tlwiggH4p2/gvIqmCQui24mlpklQf1+h8nW+HLV22+pZC04OpfPrP5lspVad4Py8/c0tmz9KXU68I46FQ8NVFgNXW5+jH/OLDjmSiwaiyy+m3yDV3b5cjt04qsVqw+oM3Czf2/8fNEy//na/8w/vO1f5h4PxMUXAHDJquC4pFVweDIqp4hq2pJVgXtyapkVQCdDDqr0hgIAOTWRDOghkDIpmE2B/Z91sCJZsAWMwRqDgQAAAalU5FVlkdi71hwNVFgNaXIqnL351Ptq1PB1USB1dQiq3/6k1S7SlBw1VhkdVf8Pyl3qOAKOmlWcNVpxPW0BVfNRmJvXmA13W+T76xdwVWbUdcHUXA1UWA1tcjq/a+7L/F+AACAfJNVdSdNVvXtw1PtSlYFGSSraiSrAhiuUr1eH94UQBm3YcOGmD9/fqxfvz623377UR8OY8rIdVAsRRu1rnR1aWj72u7Iq1s+phEQ8uWC0l8NbV/LV+/X2wZaNAI2c+8jh/W2r4R+++NkowwCjEKS8185TGeeo+5s3LgxbrzxxnjLW94SW2211agPp3BkVfm0adOmWLduXSxcuDBmzTI+YFY9sXfjICBJR1yvH/HWfh5OX5VKtzXe0cVo69WXnJRqX+XLGp/HdqOtb9o4L37zT1fFkY8fGY/H48l2dGS798P250B7xJXJ9jXF9+tHp14XujGO51KlL7453YpbH5JipWen29c7j9ny3y0KrJo594RbE+/qotil4eduRlv/zP9ckng/ERGvquUn33I+Bc3l7bUhq+ovzxFZIKuCwZFVNRpGVjVh6XUpdiSrgsKQVTWSVQFFNqisSmPgFAIsskKIBcWiOTC96c2BGgIhvzLfHJigIXCqYTYHagwE8qLb8185TGeeo+6MYzH7sMmq8idvxbrjrHLPL1Ovm+Viq4iI0lXvS7xO2oKr6YVrrUw0Bj7njUfGH/99wsbAiCYFV92d9yi2IsvG8VwqabHV8mMPjoiIj1+b9vl5drrVHn1Z4lXSFFtFRKx47dsTr1P0givnU9BcHl8bsqr+8RyRFbIqGBxZVaNBZ1VT9ac5UFYFeSSrmklWBRTZILKqfKR0AEBm1I8Y3pgC/3nVEbFv/C421N+lKRDovxPWbbml9KLfu76PB9Tes1+W/MsDgFFQlAHFU7QBb6AoSld/bdSHMHo/+9nm27BcVY7NBVYTt+7cFf/PoI4ISKF+zD92tdzyYw+eLLSKiFj+zo0p9/jbZIs/euHmWworVh+QbPmPvT1WfCx5oVVExPtfd1+y5W/ZfAMA6JWsCrJJVhWyKiAVWdWU5WVVAKmYMXAKI1uRJQopoViKGEwPeubA1x95RcPPN9ePabEkkBeZmTWwh0bAVswcCNCom/NfOUxnnqPujOMsN6Mgq8qXPM7iMc56GYk9ItujsQ9sJPYmBVZP/MmfdVxt6oyBs7Z6PNlI7EcmWLaFJKOxG32dYRnnc6lWo7FPLbBqJt1o7M9u/3DL4qq/TrGv9qOxtyyu+laqXbUdjb1VcVV1u+znW86noLm8vjZkVf3hOSJLZFUwOLKqRoPMqqaTVcF4k1VNI6sCCqzfWZXGwCkEWGSNEAuKRXNgZ9ObAafTHAj5N9LmwAE0BE4YZmNghOZAIB86nf/KYTrzHHVnnIvZh01WlR95LdYdZ70UXGW52CqizwVXHUZc71RwNb0xMKJDwVUfCqym6lRspcCKURj3c6mpBVediqym6kvBVdcjrfen4Kqr0db7VHDVzWjrWS+4cj4FzeX5tSGr6p3niKyRVcHgyKoaDSqrakZWBeNNVjWNrAoosH5mVRoDpxBgkUVCLCiWojUH9qsxsFND4FSaAyH/htocGLsObV+aAwFmanf+K4fpzHPUnXEvZh82WVU+5LlYd5ylLbiqzzo04p3Z/aonTbFVxLSCqw5FVlO1K7hq1hgY0aTgqs9FVlNNL7hSYMWoOZeK+HDpU4nXSVdsFRGPXp5uvZQFV/HAc5Kvk7LgKj7cejT2VrJccOV8CprL82tDY2DvPEdkkawKBkdW1WgQWVUrsioYb7KqaWRVQEH1M6vKV0oHAGRK/Yj0Qd7rj7xi8gaMl/Pqpw18H8vj9Fgepw98P1O96PeuH8p+lrxq8w0gDxRlQPEUbcAbyJLqixckWr4+69DNhVYREdf2Z/CmQagfeUmq9Sp3f35zkVWCQqu0vn14bC6wmrgN0F3x/8T360dP3oB8Wv7OjclWeOf7N9+GZds7Nt+GoH76kqifnrzQCmDY5FRQTLIqGBxZVSNZFZBlsqotZFVAXvQzq9IYCBknwIJiKeIXTkmbA3ttBjyo9MXU6wLZMYjmwIlmwMaGwOHO4jdI0xsCyydURncwAMBYk1fB4HQquJoosJosspqqQAVX9SMvSV2ktfXffyXR8ivnHB4r5xyeal9J1ev1qNezO2I+jKuP1ZelWq9jwdVEgdXUIqsT0n5H8N7Oi0wUWE0tsnrZN5Lv6rXdLTa9yKr+m+S7qvynfAsYriJ+VwvIqmCQZFVblpdVAcMiq5pGVgUUWL+yKo2BkAMCLCiWIn7h1Kk5sN+zA2oOBKbqPDvg8JoD+z1r4EQzYKsZAjUHAnlQxPNfABikZgVXLQuspstwwVUnEwVWU4usyn/6p6m21angatVz/mRGkdUhMbiCK0VWkH19LbjqNOJ6PwuumhVYTdfngqt2o64ruAIAgOKRVQ0+q5rIqWRVwARZ1TSyKoC2SnVnd5M2bNgQ8+fPj/Xr18f2228/6sOBBgopoViK2vBburox0OtXI2ArN9ePGej2gcG7oPRXqdZr3wjYSn+b9tq595HemhFbNQI2U1td7WlfAMMy/RxYDtOZ56g7GzdujBtvvDHe8pa3xFZbbTXqwxkr8qrs2rRpU6xbty4WLlwYs2YZHzCvyvel/PL5ndn92qd01fsafu52pPXa//f/pdrfE3/yZw0/f3K7I+P4q94Vlx95TWx8/Kmm63w9rku1r2Z8BUceOJdq9OHSp1Kt9/E4M/lKq1N+T7DticnX+fGb0u3rW1v+s1WBVTOl5yTfVXW7bGVczqeguaK8Npp9VyuH6cxzRNbJqmCwZFVb9Cur6mZmQFkVjDdZ1TRjnFUBxdZrVjVnUAcG9Fe5XBZgQYHUarVCNgfWj6ibzQ9I5Lz6aYmaA9M1BA7fi37v+lTNgUkaAieUT6hoDgQARkJeBRl1bSmzBVfdFlf1y9Z//5X4yJ9dM/nzVvM6r3NIHN5zwZUiK8ivj9WXJSq4SlVkldbE6O3Xpii2etk30hVcvTai/orui6x6UfnPioIrYGiK+l0tjDtZFWSUrGrS9KyqG7IqGG+yqmlkVUBB9ZpV5Xf4LhhDgmkoFoF07zQhQjGcVz+t7ePL4/TJW296m8VvUJa8asstrfIJKUdnBBgi578AkExtSQ9fOF9b6t+BZED5T/808Tpv/bON8dY/2ziAo2mtXq8rtIIC+Fh9WdvHPx5nTt56ckKX10gn1BqXfWf7LK2ll30j0eL1vZZEfa90hVb13yRbvrpdVaEVMHSyKgBIRla1hawKGCZZ1WayKqDoesmqNAZCzmgOhGIp4hdON9ePGer+NAdCMTRrDuxPM+B0w2sOfNHvXd/28V6bAafTHAjkQRHPf2HcyapgsBRcbdFtwdX0IqtavCPxvg6JwxMtr8gKiqdZwVVfCqyma1dwNb3Iaqq0BVcdTBRYNRRZzUm5rQ4FVxMFVoqsgFGSVUHxyKpgsGRVW8iqgGGSVcmqgPGQNqtK+dYIANDazfVjhtqwd1Dpi0NvSAT677z6aVEqDePLgMMion3TXr+86Peuj3sfaWxG7GczIEAe1Wo1xRlQMOVyWTElDFBtSTXK9xkIpJN2I67X4h1Rjr9LtL1D4vD4elzX8nHFVVB8H6svG05WdUItYnW58eduvPO0iGv/Ktm+XvaNiB+/qeGurkZanxMRTyXbVcTmgqvScxrvU1wFAAyarAoGS1bVHVkV0G+yqilkVQANzBgIOaSAEopFIN0fZg4EkhnuzIETswMOuinQrIEAAECDm4o/Evv0Udf7qdlo7EZcBwZiYsT1bgutevGybzQfbX1A6r8x4jqQbb6rBYAhklX1RFYFDI2sCmBk0mRVGgMhpzQHQrEU8QsnM/gBaRQtsK7X3xb1+tuGuk/NgUAeFPH8F8adrAoGq7Yk4ZfTz37mFlHIgquJAqskRVa1eEeq/U0UXCmygvGU+df9O09LuPyLNt/SmJN8ldqiatQWKbACsk9WBcUjq4LBklVtIasChinzr3tZFUBfJM2qNAZCjgmxoFiK+IXTsJsDzRoIxTC8EGtwswbOaAj8fsaDOYAR+N73vjfqQwD6TFYFg9Wx4OrZ0VhkNVXBCq7SWhPJBm75elwXX4/rIiKiVPIcwrjKfcHVRIHVlCKr0mH/lG5fXRZcKbIC8khWBcUjq4LBklX1LmlzoKwKiJBVNZBVAQWWJKvSGAgADJTmQCDb+tsc2HaGwCE2B5o1EAAAiqlpwdWzo3mB1XQFKrj6Zf2IgW17osBqosgKIBeaFVx1GHE9dcFVG4qsAABgvMiqNpNVAUwjqwIYKo2BkHNGt4JiKeKsgaOgORDyb7ijW/XeHNi2IXAqzYEAQMHJqmDwakuq7UdcHxP9LLjqtsDKSOwwvjI/EnvE5oKrJiOut5Oq4KrJSOyKrACArJJVweDJqjZLm1U1mzVQVgV0IquaQlYF0Ftj4MqVK6NUKsUHPvCByfseeeSROP3002OXXXaJefPmxctf/vK45JJLOm7rwgsvjJe+9KUxb9682HXXXWPZsmXxxBNPTD6+ePHiKJVKM26nnbalo/z444+f8fj+++/fy68IuSDEgmIZdHNgrVZruA3DsGcNBIoh6yHWRDNgVw2BI6I5EMiqcrkc++yzz6gPAxgQWRVkWIFGYo9IX3C1Jt6WerR1BVcwvrKcVe0Si2OXWDy8Hc7ZUmClyAooAlkVFJusCjJMVhURm5sDZVVAUrKqKWRVQMEkzapSNwbeeeed8bnPfS723HPPhvuXLVsW3/jGN+LKK6+MH/3oR7Fs2bJ4//vfH9dff33LbX3pS1+Ks846Kz7ykY/Ej370o7jsssvimmuuibPPPrthf7/85S8nb9/85jcjIuLwww9v2Nab3vSmhuVuvPHGtL8i5IoQC+ikVSNgUZsDS9d+eKj7AwZjeCFW97MG9twMOMRZAwGypFwuT96A4vNah8GqPbeHL7YLVnCVxr/HiaM+BIC+mF5ktUu8J/E2Eo/EftIzN4Cck1XBePFah8GSVaX3YBwZD8aRoz4MgL6QVQGk10tWlaox8JFHHomjjz46Lr300thhhx0aHrv99tvjuOOOiwMPPDAWL14cp5xySuy1115RrbY+8b/99tvjNa95TRx11FGxePHiOPjgg+PII49sWGfHHXeMnXfeefL2ta99LZYsWRIHHHBAw7bmzp3bsNxznvOclvt98sknY8OGDQ03AMiCfjbrdTMz4LCaA4fhn6+5J/75mnsiQnMgkFT75sC+zg44xOZAswYCo6bACgAGQ8HVZt2OxP5gHNm3hkAjscP4yspI7O1GXR9IwdVJMaPIqvxmmROQT7IqABgMWdVmSbKqfjUEyqpgfMmqttwlqwLyqh9ZVarGwNNOOy0OOeSQOOigg2Y8tnTp0rjhhhviF7/4RdTr9fjWt74Vd999d7zxjW9sub2lS5dGrVaLO+64IyIi1q5dGzfeeGMccsghTZf/3e9+F1deeWWceOKJM05ob7nllthpp53iJS95SZx88snx0EMPtdzvypUrY/78+ZO3XXfdtZtfHzJLeA3F0kuz3kQzYNYa/gY1a+BEM+BEQ+BUmgMh/4YbYs1sDuxrQ+BUmgOBAjPiOhAhqwKGp13B1aBGXVdwBeNrlAVX7YqsGpfrU8FVhxHXFVwBeSGrAiJkVcDwyKqAYZJVbSGrAvKi31lV4sbAq6++Or773e/GypUrmz5+0UUXxR/8wR/ELrvsEs961rPiTW96U1x88cWxdOnSlts84ogj4uMf/3gsXbo0ttpqq1iyZEm89rWvjbPOOqvp8n//938fv/3tb+P4449vuP/Nb35zfOlLX4r/+T//Z/yP//E/4s4774zXve518eSTTzbdztlnnx3r16+fvD3wwAPdPQmQYUIsKJakjX29NAMOq4mwn82BrZoBp9McCPk37ObAiWbAgTQETqU5ECgQBVZAM94TYLB6GYk9awNK9Wp6wdWgiqwARqHbIqtelQ77p6Yjrrej4ArIMlkVMJ33BBgsWdUWsiqgyGRVAOkMKquak2ThBx54IM4444y46aabYuutt266zEUXXRTf+c534oYbbohFixbFbbfdFqeeemosWLCg6QyDEZtn+VuxYkVcfPHFsd9++8W9994bZ5xxRixYsCCWL18+Y/nLLrss3vzmN8fChQsb7n/Xu941+d+77757VCqVWLRoUXz961+Pd7zjHTO2M3fu3Jg7d26SpwByoVwuF+5CGWivX6/5Wq02lCD85voxcVDpi6nW7aYRECCtUY6iNUi11em/gAHoRCEF0ImsCgar9txqlP+j+y+6pxZoDSsLGpZf1o8Y6ujopVKpsNeRQHv1en0o7zcT7zG7ll6YeN1d4j3x8/ibrpf/s7gq8T4AsqhI57fAYMiqYLBkVVvIqoBhkVUBZNcwzm8TNQbWarV46KGHGg7s6aefjttuuy0++9nPxvr16+Occ86Jr371q3HIIYdERMSee+4Za9asiU9+8pMtGwOXL18exxxzTJx00uZW7j322CMeffTROOWUU+Lcc8+NWbO2TGz4b//2b3HzzTfH3/3d33U83gULFsSiRYvinns0EDB+hFhQHK1Cr0G9xrMYsvWjGbB07Yej/s6P9eFogFEZVIg18mD8+/WIPQcTzmkIBAYla+eLQPbJqmC0ehmtnfYUXMH4GmZW9UD9pwMpuGpWYHX4r46P63a8PNF+ym+uRO0ffdYAoyOrApKSVcFoyaoGR1YF40tWtYWsChi1YWdViRoDX//618ddd93VcN8JJ5wQL3vZy+JDH/pQPP3007Fx48aGRr6IiNmzZ8emTZtabvexxx5ruk69Xp/xYbJ69erYaaedJhsP2/mP//iPeOCBB2LBggUdlwWALJvarFeUcLqbWQP7PTug5kDIv36GWJkKw/vcHKghEBgEBVYAkF3NRmLvtsAqi4NE9WJYIyNPpeAKxle/3nO6eQ/pZ8FVpxHXFVwBeVCkc1gAKBpZ1RayKmCYZFVbyKqAYRvlOWyixsDtttsudt9994b7tt1223juc587ef8BBxwQH/zgB2PevHmxaNGiuPXWW+OKK66IVatWTa5z7LHHxvOf//xYuXJlREQceuihsWrVqthnn31iv/32i3vvvTeWL18eb3vb22L27NmT623atClWr14dxx13XMyZ03jojzzySJx//vnxp3/6p7FgwYL42c9+Fuecc04873nPi7e//e3JnhUoCKNbQbEM8/U8rJCtWXNgv5sBp9McCPnXS4iV6fC7D82BGgKBQSjSl6/AaMmqYLB6GWk9SRZ036NbrluWbJvNaywFV0BeDOt9Y5d4T+wfByZaR8EVkFWyKqBfZFUwWLKqLWRVQF7IqgCSy0JWlagxsBtXX311nH322XH00UfHb37zm1i0aFGsWLEi3vve904uc//99zfMEHjeeedFqVSK8847L37xi1/EjjvuGIceemisWLGiYds333xz3H///XHiiSfO2O/s2bPjrrvuiiuuuCJ++9vfxoIFC+K1r31tXHPNNbHddtv1+9eE3BBiAWkNujlw4r3pv1X/ICr3XT+w/QAUPezWDAgMShaCK6B4ZFWQX1OLrKbep+AKGHe9vN8kLdRMMxL7A/WfRkTE4aUTEq2XloIrYFBkVcAgyKogv2RVAM3JqhrJqoBByVJWVaoXvUo2gQ0bNsT8+fNj/fr1sf3224/6cKCvhFhAGoM4aWn2fjSKxkCzBkL+dQqxcnup0+WsgRoCgUEZVnAlh+nMc9SdjRs3xo033hhvectbYqutthr14dAlWdVgbdq0KdatWxcLFy5sGKQPOml2HtCsyGq6rBZcRTReO86bNy+uuuqqOPLII+Pxxx+fsezH4jMREfHheH/q/eX2WpSx5Vyqf3op8Ez63tFNwdVEkdVUaQqukozEXqQiK+dT0NwoXhuyquzwHFFksirIpqJnVZ3IqoBeyKqKlVUB2ZHFrKrvMwYCAMXRz1kD2wXp1SWHDb05sHTthzUHQs41G+GqEKH29+ttmwM1BAKDkqWRrACA0ZiaBXVTZDUhz6OxTxRYTb8vbcFV0hGVgeIY5mjs7TQrsppwXX114oKrw391fNuCKwVWwKDIqgAAWdWW+2RVQFKyKoD+ynJWpTEQxkS5XDa6FZBKL82BSd53NAcCaRQ2wG7SHKghEBiELIdWQLHJqiC7khRZ5UWzAohmRVbTH1dwBSTVS8FVEg/UfzpjJPZ2RVa9alZwpcgKGBR5FTAKsirILlnVlsdlVUBSsiqA3uUhq9IYCGNEiAWklbQ50HsNQA/ueCaQ+3xEbbbQChiMPIRWQPHJqqBYsjwSe8TmAogV2/xVREScG38Zm6LzsfZScAWQVNJCzbTFVWlGYo/YXHB1VvX0VPsE6Ia8Chg1WRUUSx6yqo+XPptoHVkVMEyyKmDc5SmrmjXqAwCGK09vUED+1Gq1noLy6pLD+ng03Sld++Gh7xNghjtKW24AA1Qul10XApniPQmKpYgjuKe1Z+lLoz4EYER6mYVhGCO4R2wuuEriK9fuH1+5dv8BHQ0wziayKteGQFZ4P4JikVVtIauC8SWrAuheXrMqjYEwhvL2RgVkQ6uGv4lmwH6NnKc5EBgrHZoBy09XhngwQJHlMbQCxof3J8iW3/64t5nLs1xw9RfrT0m8zsfiM4mW3yOujD3iyohQcAXjLA8FV51MFFhNLbKqrO3tMwJggqwKyDLvT5AtRc6qlteTz3QlqwLSkFUBtJf3rGrOqA8AAMiPWq02eeLTr0bAZqpLDovKfdcPbPvNlK79cNTf+bGh7hMYUwlnBSw/XYnabEEWkFyeAysAYLR+++NqPPtlBiqZ8LH4THw43t/y8Yniqmb2LH0pvl8/ehCHBWRcvV7PTOFUM9fVV8fhpRMa7utmpPXK2mpUd/MZASQnqwIA0ipyVrW8fnp8vPTZROvIqoA0ZFUAjYqUVWkMhDFVLpcH2tQDFJf3DoAUEjYDAvSiSMEVMD5kVZA9vRRcTR1cqiiaFVy1K7KaSsEVkFXX1VdH6bq/GfVhAAVXtPNCYDzIqiB7ZFWNZFVAEcmqgGEo2nlhRMSsUR8AMDpFfFMDiqO65LCh7/OJtRp3gD67o9SXpsDy00a2Ajorl8uu84Bc8x4G+ffbH1fjtz/ePON5lgso/2L9KanW+1h8JvaIKydvAJ3U6/XEyyddZxQqa6ujPgQg4yZyKtd5QJ55D4P8y0tWtbx+eqr1ZFVAUrIqYFwVPavSGAhjrqhvbkAxDKs58PHKx+PxyscjQnMg0AcTzYB9niVQcyDQTNGDq6RWrlwZpVIpPvCBD0ze98gjj8Tpp58eu+yyS8ybNy9e/vKXxyWXXNJxWxdeeGG89KUvjXnz5sWuu+4ay5YtiyeeeGLy8cWLF0epVJpxO+200yaXOf7442c8vv/++/f1dwaAQZoonOpmuWbLFqng6sPXbhMfvnab1Pvbs/Sl1OsC+dapeGqiwGpURVb1w9+Taj0FV8B0cqqZZFUA0F+yqi1kVUBasipgXIxTVjVn1AcAADAqE82A0z2xthRb75b9kW6AjOlzI2Az5acrUZstyAIM8tLMnXfeGZ/73Odizz33bLh/2bJl8a1vfSuuvPLKWLx4cdx0001x6qmnxsKFC+Oww5oPRPGlL30pzjrrrPjbv/3bePWrXx133313HH/88RER8alPfWpyf08//fTkOj/4wQ/iDW94Qxx++OEN23rTm94Uq1evnvz5Wc96Vj9+XSiscrmc6eIMGEe//XE1nv2y5gOVdFOMVavVcnvu0qy46q5rn4w93jk31fb2LH0pvl8/utfDAnKoXq9HqVSacV9W1A9/T5Su+5tRHwaQQ3k9zxsGWRUUg6wKskdW1UhWBaQhqwKKKq/neb0yYyAwtm+AQD70e9bAidkBWzUFAgBk2biMZJXUI488EkcffXRceumlscMOOzQ8dvvtt8dxxx0XBx54YCxevDhOOeWU2GuvvaJabf3l8O233x6vec1r4qijjorFixfHwQcfHEceeWTDOjvuuGPsvPPOk7evfe1rsWTJkjjggAMatjV37tyG5Z7znOf095eHAvI+B9kzvaiq1ajredNsJPaJ0dbbjbh+17VPpt6n0dhhfE0dbT1LhVYT0ozGbiR2GF977723a7c2ZFVQLN7vIHtkVY1kVUAasiqgSMa9nsqMgUBEGOEKyLbqksOict/1PW0jaSOgWQOBrDJrIIyfcQ6uunXaaafFIYccEgcddFBccMEFDY8tXbo0brjhhjjxxBNj4cKFccstt8Tdd98dn/70p1tub+nSpXHllVfGHXfcEfvuu2+sXbs2brzxxjjuuOOaLv+73/0urrzyyjjzzDNnjKx4yy23xE477RTPfvaz44ADDogVK1bETjvt1HQ7Tz75ZDz55JYvbzds2BARERs3boyNGzd29VyMo4nnxnNULJs2bRr1IeTaxPPneaSffvOvd0z5Kdnf1p133hl77713x+Xm//0VDT+v/5NjE+2nk2afGWf97j0x/++vnPx5Xpfbmtvtgm2OA7LAuRRTzYtS54Wm+aO1tbh18T4DOJrRcj4Fzb3iFa+IdevWFfJzo5+/U9GzKgDIgl4aAbudNbB03ecbfq4fflLqfXZref30KF33twPfD0BRVdZWo7pb85llgeJRU7VZqZ7FFu8R2bBhQ8yfPz/Wr18f22+//agPB0ZCcyCQZWmaA3udGVBzIJDIHcmLp9LSHAjFV/Twql85zNVXXx0rVqyIO++8M7beeus48MADY++9944LL7wwIjYXQp188slxxRVXxJw5c2LWrFnx+c9/Po455pi22/3MZz4Tf/7nfx71ej2eeuqpeN/73hcXX3xx02WvvfbaOOqoo+L++++PhQsXTt5/zTXXxO/93u/FokWL4qc//WksX748nnrqqajVajF37twZ2zn//PPjox/96Iz7v/zlL8c227QeCRYAAACA3jz22GNx1FFHyaqmaJVVqatiXKmpguJp9V3c9IbAqYbRHJi2MXCPd878PO/GXfGqqNd3S7UuwKCVrvub7hfe+b0REVHdRk0VFF3Ra6oiktVVaQycQmMgCLGAbOu2MbDXZsDpNAcCiQypOVBjIBTXOIRXEf3JYR544IGoVCpx0003xV577RURMaPY6pOf/GRceuml8clPfjIWLVoUt912W5x99tnx1a9+NQ466KCm273lllviiCOOiAsuuCD222+/uPfee+OMM86Ik08+OZYvXz5j+Te+8Y3xrGc9K/7hH/6h7fH+8pe/jEWLFsXVV18d73jHO2Y83mwU9l133TV+/etfy6ra2LhxY3zzm9+MN7zhDbHVVluN+nDoszVr1oz6EHJp06ZN8eCDD8bOO+8cs2bNGvXhQIOJmQOnzw7YTr9mDmz3mTF11sAkXnHcs7pe9oexb8PP69cvTrVP6CfnUjQz/+9Xt37w9z/Q9O5b5906mIMZEedTsNn0WZ+L/LmxYcOGeN7zniermqJVVqWuinGmrgqKZ+J7uXbNgNMVpTnwrnhVw8+aA4Gsatsc+Ewz4HSaA6GYxqWmKiJZXdWcIR0TkBPlclmIBWRWdclhbZsD+90QCJBl5acrmgOhQMYpuOqnWq0WDz30UMPz9/TTT8dtt90Wn/3sZ2P9+vVxzjnnxFe/+tU45JBDIiJizz33jDVr1sQnP/nJlsVWy5cvj2OOOSZOOmnzF7t77LFHPProo3HKKafEueee21AU+m//9m9x8803x9/93d91PN4FCxbEokWL4p577mn6+Ny5c5uOzr7VVlsVrthuEDxPxaQIuzezZs3yHJI5z/r7L6Rap58FV80+Mx47/IRUBVdPPt7+8ekFVlM961kPKLgiM5xLMdVjh58ys+CqRZHVhH2f2LeQBVfOpxhXnbKqIn5u9OP3GZesCgCKJElD4NR1Bt0cWD/8xNTNge20y6pKpbWyKiCT6oe/J3FWVXmsUsisCsaVuqr2NAYCM2gOBLKsWXPgoBsCn1hbMmsg0L1960ObNVBzIOSf4Ko3r3/96+Ouu+5quO+EE06Il73sZfGhD30onn766di4ceOMIs7Zs2fHpk2bWm73sccea7pOvV6Per3xvHD16tWx0047TRZztfMf//Ef8cADD8SCBQs6LgtsJqcChilNwdVd1z45YyT2dgVWAFlX+szaZ/7rDRF7L0m0roIryD9ZVW9kVVB8sipgmGRVALIqGHeyqu5oDASaEmQBWVZdcli8YofKUPepORBIRHMg0IbQqn+222672H333Rvu23bbbeO5z33u5P0HHHBAfPCDH4x58+bFokWL4tZbb40rrrgiVq1aNbnOscceG89//vNj5cqVERFx6KGHxqpVq2KfffaJ/fbbL+69995Yvnx5vO1tb4vZs2dPrrdp06ZYvXp1HHfccTFnTmPM9sgjj8T5558ff/qnfxoLFiyIn/3sZ3HOOefE8573vHj7298+qKcECklOBUR0PxL7h0ufavj5Y/VlgzqkSXdd+2TEOw9Mta6R2IGs2FJkBYwbWVX/yKpgPMiqgAhZFcCgyapgfMmqktMYCAAAMAhDbA4E8kFwNRpXX311nH322XH00UfHb37zm1i0aFGsWLEi3vve904uc//99zeMun7eeedFqVSK8847L37xi1/EjjvuGIceemisWLGiYds333xz3H///XHiiSfO2O/s2bPjrrvuiiuuuCJ++9vfxoIFC+K1r31tXHPNNbHddtsN7heGglJwBcVR3W2fqKz9Xqp12xVcTS+ymnp/koKrxCOxP/HuZ/7jvu7XmUbBFTAqHQus1txnJHYoMFnVaMiqoBhkVVAcsqqZZFXAqMiqYLzJqtIr1et1U988Y8OGDTF//vxYv359bL/99qM+HMgEIRaQZcOeNTAizBoIJDPExkCzBkI2Ca1ak8N05jnqzsaNG+PGG2+Mt7zlLbHVVluN+nAYMFlVdzZt2hTr1q2LhQsXNhSTQpakLbiKiMmCq1YFVs18rL4s0WdG24KryQKraY5NX3AVEQquGAnnUuMp8YjrCQuuIiL3BVfOpyiqXrOqIn9uyGE68xzBTLIqKI5RZFVJyKqAIpNVwfhSV9VakhxGgg205c0WyLIfPjz8i7Un1pr9C0hg3+E1E5efHn6zNNBcuVyevAHQX95bgYjNRVZJCq0m1kmifvjMWVbiiXe3LrSKiLgieTECwLCUSqXJW2JrkheTVh6TVUGWyKoABsN7KxAhqwJIQ1YF401W1V8aA4GOvOkCWaY5EMg8zYEwNoRWAMPhvRaKobrbPkPf54r5f9XVcheULo0LSpfGx9/59JYCq3ZFVlMpuAIyJnWBVR8ouILRMngVwHB4n4ViGEVW1W1zoKwKKBJZFYwvWdXgzBn1AQD5UC6Xo1arjfowAABooTZ7+I3SgC/8AUZFVgXFUN1tn6is/V6i5SMiro/bBnI8F5QuHch2O6nXdxvJfoFia1tg9f8uibgo4cjqa+6L2Lv7gtLqNrIqGAVZFcBoyKqgGEaRVX249Kn4WH1Z08dkVUCRyKpgPMmqhkNjIACQez98uBqv2GG4o7k8sbYUW+82vFnAgJzbtx5xR/9Hu9IMmHPHH7/5/y+/fJRHQQpCKwCA4Wk2Wvth1T+O6yvpC65WzP+rOP+xD0RE5wKrjx/7uVh+xSnJdnDFkohjOxcxKLICBqHrEdcHUHClwApGQ1YFADA8g8iqpjYHyqqAopFVwfiRVQ3frFEfAJAf3qSBLPvhw8O/iHti7WimtAdyat/+NRPXZlc1BebV8cdvuU29j1wol8uuiwAyxHsyFEOzYqrqbvtM3lo5rPrHPe33gtKlXY+6/vFjP5d8B1e0Lkao13dTaAX0XalU6r7QqhdrZhZoVbepKrSCEZBVAWSL92QoBlkVQH/IqmD8yKpGx4yBQCLlcjlqtdqoDwOgqVHMHAiQSA8zB2oEzLlOzX/HH2/mwAwTWgFkl6wKiqFdUVVW9GM0dgVWQOakGYk9ImLNfVF99cP9Px6gIzkVQLbJqqAYZFUAIyKrgtyRVWWDxkAAoFA0BwJFohkw58wEmHvCKwCAbDus+sdxfeW2xOsdcutr4p/2XdP/A2rmiiURW18X9cP/bDj7A0gqYcHVB9//zCwTNbkVDJOcCgAg+9JkVRMzDf5j5buDOKSZZFVA1smqIBdkVdmiMRBIzOhWABFb71Yf9SEAedXFrIEaAnOsl2ZAswZmhvAKIF9kVTDeui24Oqz6x7Fp06ZYt25dRES8ufrKxAVXiUdi3/q6yf8sXfcVBVfAQNXr9SiV2mdOaU0WWE1xTbkS71JwBQMlowLIJ1kVjLckWdVUsiqgaGRVUDyyquzSGAikIsQCsmyQswZqCAT6oklzoGbAnOvX7ICaA0dGeAWQb7IqoJXpRVZTDaTgakqB1XQKroBBS11w1WQk9mYFVtMpuILBkFMB5J+sCmhFVgWME1kVFIOsKvs0BgKpCbGALOt3c6CGQKDv9q07l8q7fjUDNtuu5sChEV4BAORfs5HY2xVZ9appwVWbIqupFFwBg9ZLwdUHxeAwUnIqAIBikFUBbCGrgvySVeWHxkAAoLD60RyoIRCABoNqBmTohFcAxWMQKxhvaYur0ozEHvFMwdW1O6TaJ8CgJS24Wh6rIiLiiTgz8b6MxA69k1MBFJOsCsabrApgC1kV5IusKn9mjfoAgHzzxg8U0da71SdvAIPkXCo/yuXycP+9NCAOzND/LQEYKu/xQBpvrr4y0fLH/Ocpccx/ntJ5wRZK130l9boA3arX2+fby2PV5G3C1qVVbdZo7ZpybwP0kU7lKztE5SsKf/NMTgVQfN7ngTRkVUARyaqKT1aVf7Kq/DJjINAzI1wBWZZk1kCNgMAoOJfKtulhR/muu6K2xx7D2fnxx0dcfvlw9lVwQisAAHrVrLjqZ28+PBb/43Wptle67itRP/zPej0sgLaajcY+tbiqma1Lq+KJevLR2Bme6QVWla/sENU/e3hER0MasioAAHolqwLySFZVTLKq/JNV5Z/GQACg8Do1B2oIBEZNc2D2tAs8htocSE8EVwDjybkVkMabq6+Mf6x8t+G+bkZaV3AFZF29Xo8Plz6VaJ00BVfXlCvxrlo10Tok027EdQVX+SCrAhhPsiogDVkVUFSyquKQVeWfrKo4NAYCfSHEArKuWXOghkAApus28Bhac6BZAxMTWgEQIasC0nlz9ZXxvJe2HlwKgPYUXA1GuyIrsk9WBUCErApIR1YF0BtZ1WDIqvJNVlVMs0Z9AEBx+KAAsu6HD1fjhw9XY+vd6poCgcxxLjU65XJ58pZJxx8/6iPIhUz/GwIwEj4XgGH52ZsPT71uqVTq45EANPex+rLE62xdWpVo+b985kZ/VL6yw+QtyTpkQ+bzRgBGwucCMCyyKiDrZFX5I6vKN1lV8WkMBPrKBwaQB0biA7LKudRw9Rp4lO+6q49H04HmwKYEVwAA9Nuvf5Ju9ODEBVfvPHzzLRRcAcMxiIKrv4yZRVaVstkselG5eYeo3Jy+aCpRcdZ3l0blu0tT74tGcioAAAZBVgUUlawqH2RV+SWrGi9zRn0AAACjUKvVnPACmVQulzUwD1g/3//Ld90VtT326Nv26MznNwBJOLcC0vj1T6rxvJcOoFjgnelHawfoh4/Vl8WHS59KtM7WpVXxRP3Mhvs6jbZeKVeiWktXvDqOmhZXPTsifjuAfTUprqp8d2lUX/nt/u9sTMiqAEhCVgWkIasCikpWlU2yqnyTVY0nMwYCfecDBcgLgTuQVc6nBmNQoyANbebAMZ810ChWAKTl8wNII81o7E1HYp8Ybb1DoZWR2IEs27q0qumI6+0Yjb2zjiOuPzvldpuMxN5pxHWjsSdjxHUAeuHzA0hDVgWwhaxqMGRV+SWrwoyBwEAY4QoAgCwYVuAxtJkDjz8+4vLLB7+fjBBYAdAvsipgWH725sNj8Xbp1i2VSlGv1/t7QADTJB2J/WP1ZRER8fE4s8OSdKNtcVUzz45Uo7FXvrJDxG6vSLaO0dg7klUB0C+yKmBYZFVA1smqRktWlW+yKiZoDAQGRogF5EGtVnNyDGSSc6neFPq9veDNgYX+twNgpJxfAUn9+ifVeN5Lux9FeNH3B3gwAH3UqeBqosBqqnrUoxTJZoyolCtRrSWf1aKIKosnPk/uG/i+6it3i4iI0qUD39VYkFUBMCiyKiApWRVQVLKq4ZNV5ZesimZmjfoAAABGTdgOZJUL+eTK5fLInrfyXXcNZR/D2M8ojPLfDgAAWvn1T9oXCSz6/pbbhPq/pN9fqZSskAEgrWYFVR+rL2t6/4R6JJ8polLuvmi1aCqLK5O3SSctSb6hZ3e3WH3lbpOFVhER9ZMfT7yryneXJl6nqGRVAABkkawKKCpZ1eDJqvJNVkU7pbp5nidt2LAh5s+fH+vXr4/tt99+1IcDhaHhBsgLJ81AVjmfai9r79+1Pfbo6/ZaNQIW5e8ia/9+DI8cpjPPUXc2btwYN954Y7zlLW+JrbbaatSHQw4U5TO0nU2bNsW6deti4cKFMWuW8QFhQi+vjemjsXcz4nrpNYl20cDXdwyLcynSSDoae0TkbjT2Xj4zGoqrWvl8itHYf9v87qkFVs2ULp2XeFfVV3478TpFIatqr8ifG3KYzjxHMBjjkFUB/SerAthiHLKqXsiq8k1WNb6S5DBzhnRMwBgrl8tCLAAA+i6rwUf5rrv60hzYaWbAPJ9nZ/XfDoDxkOfPUGB0fv2TapSfTDaScP1feiu4AiiSSrlS6IKrrgqsevXsaCi46lRkNbncyY8nLriqfHfp2BVcyasAGBVZFZCGrAqgN7KqPnh2yKoGSFZFEoYKBgB4xqDD9lqt1nAD6JYL/Ublcrmwz0n5rrsmb10tn7Pnocj/dgDki88jIOtKx64d9SEAtFSPZDNFfLe0+cYUJy1Jt96zI+K/Lum60KoXle8uHfg+skBeBUAW+CwCsk5WBWSZrKoPZFWZIasiDY2BwFD4gALyot8Ne+0aATUHAkmM+/nUROiRl+eh28a+qcsnXWdy3Rw8J3n6twMAgFZqc5OPHlz/l4QrHHPf5lsouAKyrVPB1USB1dQiq1mVIYxUPiLVn6UYYT5pwdVZSzbfIqJUSla9Vj/58WT7+tsfbr4VmLwKAIC8k1UBbCGraiSryh9ZFb2YM+oDAMZHuVzWBAPkQq1W6/kEu9v3u37sC5Ka/vfpbzA/xvF8Ks9/n+W77oraHnu0fbzI8vxvB8B4GMdzK6B3tbnVKD+ZrFig/i8Rpde0WeCZ4qpmSseujfoVgx9pFyCNetSjFI1FP51GW59VqcSmaorCpByo/qwalcV9Lig7K+Vo7U3UT348SpfOa71Ak+Kqyuk7RPWzD/ftGLJAZgVAVsmqgDRkVQBbyKoayaryQVZFP2gMBIZKiAUUmfc3sq7V36gG1XwYt/eYovxNNmsOHERDYJbOs4vybwfAeMjSZyiQH30ruGpTZDWVgisgi0rXfeWZ/7ouvvvOwxOtW+SCq8ROWhLx+WmfB10WWJVKpajX24+GP13TgqsOo60XoeBKXgVAXsiqgDRkVQCyqr6RVQ2FrIp+0xgIANBEt41S/QjlNWUxSGavzL9x+/KviH+Hw5oZcNRfFhfx3w6A8TDqz1BgfNT/JaL0190VWE2n4ArIgi0FVrSSaiT2k5ZEPC/d/lIXXL1qbaJ18lhwJasCIK9kVcCwyKqAvJNVdSaryg5ZFYM0a9QHAIwfH2xAXrQL22u1Wl/DeME+/Zbmb9TfYbb0+30mL8bxd+6nYZ9rl8vlyRsA5JnPMiCp2txkowfX5lYTrzNd6dhkX4wD9EPpuq9M3lp55bXXJd7urErCgqQcqf6s+/f7+nPrUX9usmIpWpNVAVAUPsuApGRVwLiQVSUnqxodWRXDojEQGIlhfcD5MAV6NbVBZaJJZ1BNK5ph6NWg/0YZPP+Gm43779+rYZz/Os8GAIDOBVcTBVZTl6ue0dsItgqugGHpVGA1nYKr7k0UWE0tsko6kvpUpVIp+THcnnxmj8rpOyReZ1hkVQAAIKsCik1WNTiyqv6TVTFsGgOBQpr+gerDFeiFJh2yrp9/o/7WR8P7zEyej94M4vzXKFYAFJ3POCCNZgVXnUZc77XgCqBIilpw1Wwk9k4jriu4SkZWBUDR+YwD0pBVAfRGVjXlcVlVIrIqRkljIDAy/f7g6/SB6oMWyAONMHRrkDPL+TscHg2B5IHQCoBx4jMPSGPqaOudRmaf0EvB1Uml1anXBRikNCOxRxS74KrZiOvt9FJwNSyjLriSVQEwTnzmAWnIqgA2k1U1klUNhqyKLJgz6gMAxlu5XO65GN6HKVA0tVptoO9t0993vY/my7CayAb9dzjONAJ2z99hb3o51/a8AwBA9rz7i7dO/vdJpdXx+foJIzwaoOjqh/9ZlK77SuL1XnntdfHddx7e9fKbqt0VqeZNXrKV+u27RelVaxOvVzl9h6h+dniziuTl+QQAgHEiqwKGSVbVm7xkK7IqSEdjIDByaQuW03yo9qMRESCvWr3/abzJPp9dxeDfMR3vUb1Jev7ruQYA+REwPNUzHo7KpzuPZDu1yGoqBVfAoKUtuOpEgVV79Xo9SqVSouV72l/Cgqv67btFxHDyTlkVAMiqgOGRVQFZJ6tKRlbVf7IqskpjIJAr/fhAFZgBedDPRphu3vM03mTTqD+vzF7ZH6P+dywC71G96XT+67kFgJnkR8CwtCu4alVkNZWCK2DQ0hRcNRuJvagFVhGDyVY6FVz1WmCV1ESB1VSDOmeWVQHATLIqYFhkVUDWyao6k1X1l6yKPNAYCGTCsIuVBWZAHvTSCOM9Lt+y9O83iIascZi9snbooVt+OP/8kR0HTGh2/luU1xsAAOTd9IKrboqsALLulddeF9XdXjjqwxiY3bevxNwXD7bgqVnB1aCKrJqNxN6swGq6fn7nKqsCAIBskFUBRSSr6p2sCrJLYyCQGYqVAWZK2ijVy0VNkZqy8ihLzYDT9etvo+izVzY0A9J3ef7byArPHwAkY2ApYJiqZzwcl1S+n2pdI7EDg5Z0JPZvv+OZEdjXFG/k9d23r0z+95P3lIZScDUs3RRX9Zu8CgC6J6sChklWBWSZrGoLWVV/yarIq1mjPgCAqcrlcsNt0PsCKIpardaXLwF8kTB8/fq3G7Rem06TrJ+H52Oq2qGHtm8KNGNg3+TtbwMAyD/5EZAXJ5VWj/oQgIKrH/5nbR//9jsOn7xNeGLvSps18mX37SsNhVZskeaceRjfBQNAEfn8BPJCVgUMmqxKVtWKrIpxpDEQGGs+xIE8aNUIM9Fs1e9GGY03w5GXhsC0BvX3mRUTzYBdzxKoObBvivo3BQAA8L7qnj2tr+AKGLRmBVfTC6ymy3vB1R9sd0DbIqsn7ykN8Wiyq9vvXBVZAQBAfsiqgKwbx6yqU0OgrGozWRXjZs6oDwAAgM5qtdrkBYimmPzK+7/d1L/DdssMa1/D1nUTYCvnn69BEAAgh8rlcu7P5YH8eF91z7ik8v1RHwbADKW/XPvMf70yvn3mkkTrPrF3JbZeU+3/QQ3QH2x3QKyLq7pa9sl7SjH3xfUBH1G+ZS3rBYA8k1UBwySrArJq3LKqJLMDyqo6k1VRNBoDgbEnMAPyYpjvVVlsysqzIn3OtPrbGMTvmJW/w54bAum7rPxtAADjQ34E5MWzoxS/DV/4A/2zpchqPEwUWT319LwRH0n+NDtnluEBwGDIqoC8kFUB/TauWRXJyaoYJxoDAUJgBtDMIBtvxuWCq6ifLcOcwXJUDWADawY0a2DfaA4EAIZNfgQMS5qR2L9SP3HyvxVcAb3qVGC1dNV9YzESexJGYt9MXgcAwyOrAoZFVgWMmqwqOVnVZrIqxsWsUR8AQFb48AcYvFqt1vTLiSJ9YTHxOxbpd2qmqL9j7dBDBz9DoMbAvini3yAAAEDE5oKrbnylfmJDoRWM0hNrSw038qf0l2u7HnV96ar7Em//ib2zP8L5DzakLwh78h5/9wAAQDHJqsgjWVX+yapkVUB3NAYCANBSv5puumkiy3ODz7g0A47KMGYlHPq/n+ZAAIBcSjqwVLlcNhgVMBCdiqyeHb7wZ3haFVcpuCo+BVcAAKMlqwKyQlZFlsiqxpesChhXGgMBphB+AczUS7NU0marvDXWaQYcnkE8z/79AABIo1N+NFFgNXU5mROQRrOR2JOMuq7gikHqdrR1BVc0k4eCKwCAvJBVAcMiqyLLZFX0QlYF5J3GQIBphF8AMyVt7ityw1XRf78sG8oMlsOcyc+sgT0xoikAMErNzkM6nZ84dwHSeF91z8kCq26LrGCQuimwarYO+VD/4G6J10k6EvvWa6qx9Zrsj3L+r/95a6Ll5764HnNfXB/Q0QAAtCerAoZFVkXWyKqKTVa1RdJZA2VVMF7mjPoAALKoXC5r+ABIqJ9NW1n7EsJnQnb08vfR9b/j+ecPr2lvmPsqiKy9PwAA4yvNeYnMCRi2Z0cpfhu+/Kd3E6P6Pzji42Dw6h/cLUp/uTbROktX3RffPnNJy8fzUFyVlgIrACArZFVAHsiq6BdZ1fiQVW3xgw3V2H379rMbyqpgPJkxEACArrT6QmAQs+dl5csHMwPmX+oZHs0cmDlmCAQAisI5DZDUP9d6K1KYKJKBNJ4dpb78DXU7EvsPnyg13MiPZqOx52XE9TSMug4AFIWsCkhKVsUoyarolqwKGCcaAwFaEHwBzDS1uWrQTXOjashL3UjG0HTzb+PfsDg0BAIAReT8Bkiq14IrSKpVkdXOu6XfZruCq1bFVQquRqP+wXT/0EtX3TdZYFWUIqt//c9bG35WZAUAFJGsCkhKVsWwyarGm6xqix9saPw9ZFVAhMZAgLYEXwAzFbXhqqi/V1ENZQZLswaOzEQzoHMxAKDInOsASfVScCXzoFvdjLrer4KrbkdbV3A1GkkLrqqveziqr3t4QEczWj/YUFVkBQAUnqwKSEpWxTDIqpggq9pCVgVMN2fUBwCQdeVy2YUowIjUarWBfgHh/T3fpv59DOzf8vzzh9e0N8x9ZZQvHAGAcSN3AgZtaoHWoHMW8m3XmB9PxONdL7/zbhEPrk23rzTFUz98ohSv2FqhS9YUtbhqqr333ju22mqrUR8GAMBQyKqAQZNV0a1OzYDTyaqIGI+syvsm0IzGQAAAMm0QQaAvM4pjKP+WmgMHTmgFAADQnX+uVeP15UpXyzWj4IqpHvtZKZ56el5EXDXqQ+m7qZmRv/n06h/cLUp/2VhVNy4FVhs3box169aN+lAAAAAyTVZFPz32sykNeotHdhgDIavqj3HOqgDamTXqAwDIAydVAKPVr+avWq2mKZB0htmsN0aNgeVy2XkWADD2nA8BSbUqpJp4rN3jEQZMGneP/aw0eevVzrslW/6HD1fjhw+3//tsu34Xo7c3y//8zadX+vTaiGdtLrCauBWZrAoAQFYFJCeroheyKpKQVQE0Z8ZAgC6Vy2Un5AAj1MsoYd6/yY0xaQoUWgEANJI7AUlNH429U4EV462bwqq77494wZLk2955t4gH17Z+vFlx1RM/rMbWr+g8m0DT7T1RildsXZ9xf6fPUTMQJFP6dJt/1ALytwEA0EhWBSQlqyKJbrKqdT+LWLg4+bZlVcUkqwJoT2MgQAKCL4D88H5N351//uAa98akIXCCgBMAYCa5E5BULwVW3V6XTX9fci2XL0lHWu9nwVWn0db7VXCV5LNTHtFZqyKryrd3iOrS4o7A7m8DAGAmWRWQlKyKTmRVjeQRncmqALqjMRAgIcEXwOh0c9HrPZqB6ndz4Jg1BE4lxAIAABitdtdlrfIV13LZd0Hpryb/+8yfDm+/O++WvACwl4IrGWB/dTPqetELrgAAABgtWVUxyapIQ1YFkIzGQICMmrhgdcEA0KhVqOf9kqHpR3PgGDcEAgDQmgGpgGGbmrN0+/6j4CqbphZZ9SLNSOy9zAgwbN3+/ZYundfwc/3kxwd1SCPVTZHVVEUuuPLeBgAwk6wKGDZZVXHIqrojq2okq9rCexuQxKxRHwBAHg3yZKtcLjds34kdwExTw79arebLCPJhoqFQU+Akr10AgJlkQcCwpclWXM9lwwWlv5q8NbPqhZ9Ntd11P+tuuX+uVXsutHrih8lHbk+6znTt/n5Ll86bUWg1cT/F570NAGAmWRUwbLKq/JJVpSOrohXvbUC3zBgIkFK/R8VqF6QZgQtgJu+LjFSSBj+NgG0Z4QoAYCZZEFA0U9/TXAP2LsmI66te+Nk486en93X//R51/YkfVmPrV1TaPt5vU/OIbgupSpfOK+xo7EkUeSR2AACak1UBRSOr6i9ZVe9kVenJqgDMGAjQk35cFE6fIXCQ+wIA+qhTw5/ZAbvmi0QAgJlkQUDWdXMt12yEd9eAw5dmNPZmI7H3Y9T1VpoVVPVjxPV2Wo243mmdIqmfsVuq9Srf3qHPR5Id3qMAAJqTVQFZJ6vKD1lVc7IqWVUz3qOAbpgxEGAEhGUAUBDNmv80AwIAADAmWs0C36lYwezx+bDuZxE/+o/BFTtNN8jCKlqrn7FblD69NvF6RR6NvVarxZ577jnqwwAAACAhWVWxyarGg6xqJu9RQCdmDAToUZKTrW5nB+zHvgCAIZloDjRDYE+McAUAMJMsCMiDqddzzUZd72Y9kjmvflridZKOxP6j/6gOtdAqT7odib30L6WG26CV/nJtwy0Jo7EDANANWRWQB7Kq4ZNVjZasagtZFTCuNAYC9EGn4KvXhsAk+wIAyCtBOwDATLIgIA+SFFnRH4MouJoosBqXIqvqK7+det12BVetiqsGUXDVrrgqacFVUtWlDxd2FHYAAFqTVQF5IKsaPllV72RVvZFVAeNMYyBAnzQLvvrZENhpXwAAAAAAkCdJRmyfemOzfhZc/eQ3t/Z6OLnUr4Krbkdb70fBVdqR1jvpdiT2ohdZDeq7PQAAALJPVtWbfmVV49QMOJ2sagtZ1WayKqAbc0Z9AABFUFq95pn/mh0REfUT9h74PsvlsotKAKBwarWaQAsAYBo5EFBk7a4DW733uXbszaoXfjbeXN0/IiI2bdoUEetGe0AjVn3lt6Py3aWp1k1TPFX6l1LUX1NPvl6K4qrSX66N+ge7K6KK2FxwVfp08/0UvcAKAIDuyaqAIpNVDd/UrApZ1VSyKoDumDEQoAel1WumNAU23g8AQDq+SAQAmCnNl4B77713/w8EYACmXgd2O9q6a8fNko7E/ubq/gqtMqDbIq09ojR5S72vhEVa00djL/Ko60ZcBwBIL+l5lHMvIE9kVenJqvJJVpUNzpeAtMwYCJBCN41/pdVrBj5zoBG4AICiMqIeAEByE+dPGzdujHXr1k3eJz8C8iDNe5Vrx83Oq58WF5T+quXjiqs6SzoSe/WV346IiMoTldT7bDcaey/FVb2YeB1W0w1KnwvbVirxsnryUfABAEiu2fWarArIC1lVerKq3smqNpNVAXRHYyBAl7I6C6DADAAAAGA8NMuBuikykB8BFF+zgitFVsl0KriaKLBquG/rat8KrjoVWO3+wSXxg7+8L91+/nJt1D+4W9PHxuUcYdvKln+nH5dKCq4AAPpAVgVAK7Kq3smqik1WBfSTxkCADnppCBzGrIERAjMAoJiMpgcAMJPzI4BG3V47pilWzYuJ301xVe+aFVw1K7JqeLzHgqskI673q+BqXL5TmlpgNZ2CKwCA/ijStRVAP8iqZFX9JKsqFlkVMCgaAwFa6NcMgcNqDgQAKCLNgQAA/WFgKaDI2l07tnrvK8L1pvf1wehUXNV0nR4LrpLopeBqXP5m2hVZTaXgCgBgdGRVQJHJqugnWVX+yaqAQdMYCDBFv5oBm2130M2BAjMAAAAA2kmaH73oBZu/qLz3/uqgDgmgb6YWT3X7XpfXgivfBRRDdevNn6/Hx3CKtIqu2wIrAACyQ1YFFJmsiryRVfWXrAoYplmjPgCALCitXjOwpsBhyuNFIQAAAADZ8aIXVCZvU+8DyINarZa4EClPhUtpfj+GZ6J4qpvlpi57eS15UfPuH1ySaPnq6x6O6useTryfcfDjUmnUhwAAQBuyKiDPZFWMkqwqn2RVQBoaA4GxNsyGwGHtR3MgAFAU5XLZuQ0AQJ81O79qVmDVbBkAthQ8DbPoSZFVfrQruJpeZDXVIAquJgqsxqXI6tFq+lljFFwBAIyOrAqgN7Iq2pFVjY6sChimOaM+AIBxUlq9Juon7D247f/LlpPBbkf7AADIEo2AAACDVy6XY/2vkn+p+KIXVOLe+2VOQPHUarWO16PNip26Wa+XYyKfqltXo/JEpeHnblxeq8bx5WTFzbt/cEn84C/va9z/mBRXNfNotRrbVtIViP+4VIqX1et9PiIAALohqwJoJKuin2RVoyOrAoZFYyBAAUxtCAQAyCMNgQAAAIxSq8KpTkVP/S64UmRVDMMcvHH3Dy5JNYo7AAAAkF2yKvpJVgVQbLNGfQAAozTI2ftaKa1e079t/UupZVPg1BE+AACyqFwuT94AABiu+TumG2X0RS+QOQHFNbXQqVardV341GuB1MS+FFqRtGjq8lpVodU0j1Y9HwAAeSSrAphJVsWoyap6J6sChsGMgcDYq5+wd1+b9bpRWr0mdVNiktkBK09UhjrSBwBAJ5oAAQCyY/6O9Vj/q+6zpgkvekEl7r1f5gQU0zALnhRX0czltWocX25d3Ky4qrNHq9XYttJ9gfjL6umK0AEA6C9ZFcBMsipGTVbVO1kVMGgaAwEiH82BSRoCAQCyRkMgAMDgvKS0e8PPP/zd97peV8EVQH/UarWurn0VWNGNZgVXiqz6S4EVAMDgTM+q7q7/oOt1ZVUA/SGrop9kVYMnqwJ6oTEQION6bQg0ayAAMCqaAQEABmt6kdWEV87fPy646sMD2+/8HZ/5cvJ+BQMAU7UruFJkRVKKq3rTbCR2BVYAAIPVKqt6SWn3RM2BScmqAJqTVdFPsqreyKqAQdIYCPCMLM0a2O/ZATUHAgDDohkQAGCwWhVY9aLbkdgni6yeUS6XFQ8ATDO14Mp7JIzWo9WqrAoAYMC6zaqSNAfKqgD6R1YF2SGrAgZFYyDAFKNuDux3Q+BUmgMBgEESXAEADFaahsBXzt8/7nqsuy/62xVcTS+ymkrBFcBM3hdh9GRVAACDlSar6ldzoKwKIBnvizB6sipgkGb1svLKlSujVCrFBz7wgcn7HnnkkTj99NNjl112iXnz5sXLX/7yuOSSSzpu68ILL4yXvvSlMW/evNh1111j2bJl8cQTT0w+fv7550epVGq47bzzzg3bqNfrcf7558fChQtj3rx5ceCBB8YPf/jDXn5FYAw1m8Fv0Er/UhpoUyAAwKCUy2XhFQBAQUwvqpq/Y71todUE54MAQFbIqgAAikNWBQDknawKGIbUMwbeeeed8bnPfS723HPPhvuXLVsW3/rWt+LKK6+MxYsXx0033RSnnnpqLFy4MA477LCm2/rSl74UZ511Vvzt3/5tvPrVr4677747jj/++IiI+NSnPjW53Cte8Yq4+eabJ3+ePXt2w3b++3//77Fq1aq4/PLL4yUveUlccMEF8YY3vCF+8pOfxHbbbZf2VwUoDLMGAgD9IrQCAMiHJCOxR7QfcR0AIKtkVQAA+SCrAgDGgawKGKZUMwY+8sgjcfTRR8ell14aO+ywQ8Njt99+exx33HFx4IEHxuLFi+OUU06JvfbaK6rV1o0ot99+e7zmNa+Jo446KhYvXhwHH3xwHHnkkTPWmTNnTuy8886Ttx133HHysXq9HhdeeGGce+658Y53vCN23333+MIXvhCPPfZYfPnLX07zawJjbGizBj71qs23Iao8URn4PhZWKrGwMvj9AADDZyQrAIDRSFIwNd1LSrv38UiaS3qOWH60EuVH5UcAzOQ7BpKQVQEAjIasCoBxIasiCVkVMAqpGgNPO+20OOSQQ+Kggw6a8djSpUvjhhtuiF/84hdRr9fjW9/6Vtx9993xxje+seX2li5dGrVaLe64446IiFi7dm3ceOONccghhzQsd88998TChQvjhS98YRxxxBGxdu3aycd++tOfxoMPPhgHH3zw5H1z586NAw44IP73//7fTff75JNPxoYNGxpuABMG1hw40Qw4tSHwX7cezL6GbPoFkIshACiGidBKcAUAMFp5L7iaKLCaWmSl4AqAiC3fL/iOgW7JqgAARk9WBUBRyapISlYFjNKcpCtcffXV8d3vfjfuvPPOpo9fdNFFcfLJJ8cuu+wSc+bMiVmzZsXnP//5WLp0acttHnHEEfGrX/0qli5dGvV6PZ566ql43/veF2edddbkMvvtt19cccUV8ZKXvCT+/d//PS644IJ49atfHT/84Q/juc99bjz44IMREfH7v//7Ddv+/d///fi3f/u3pvtduXJlfPSjH036FABjpH7C3lFavaY/G+s0M+C/bh3xB0/0Z18dVJ6oRHXr1jO5JtXugmdhpRLr2swaCwBkl8AKAICkyuVy1Gq1xvs6FFSVH61EbVv5EcC46aaYyncMTCevAgAgCVkVAN2SVZGGrArIgkSNgQ888ECcccYZcdNNN8XWWzef3eqiiy6K73znO3HDDTfEokWL4rbbbotTTz01FixY0HSGwYiIW265JVasWBEXX3xx7LfffnHvvffGGWecEQsWLIjly5dHRMSb3/zmyeX32GOPeNWrXhVLliyJL3zhC3HmmWdOPlYqlRq2Xa/XZ9w34eyzz25Yd8OGDbHrrrt292QAdKNTM+AI9aM5sNsRUFwMAUC+CK0AALLr7voPUo+oXrq8GvXjBzui7UQeX7812XoKrgDGg5HVSUNWBQCQXVnPqiKeOZ+8rXkNact1ZFUAY0FWRRqyKiBrEjUG1mq1eOihhxrezJ5++um47bbb4rOf/WysX78+zjnnnPjqV78ahxxySERE7LnnnrFmzZr45Cc/2bIxcPny5XHMMcfESSedFBGbG/8effTROOWUU+Lcc8+NWbNmzVhn2223jT322CPuueeeiIjYeeedIyLiwQcfjAULFkwu99BDD82YRXDC3LlzY+7cuUmeAmAMJZ41sJdmwCHOGhiRrjnQhRAAFJfgCgAgH5IWXN2z+vLJ/x5UwVWrAfoAICLiRS/Y/NnzWIp1DT44vmRVAAD5kMWsCgDakVWRhqwKyKpEjYGvf/3r46677mq474QTToiXvexl8aEPfSiefvrp2Lhx44xGvtmzZ8emTZtabvexxx5ruk69Xo96vd50nSeffDJ+9KMfxR/90R9FRMQLX/jC2HnnneOb3/xm7LPPPhER8bvf/S5uvfXW+G//7b8l+TUBZuiqObBfswMOuTmwW702BLoYAiCPKps2f/5VZxX3M0xoBQBQXPddfEk8HjMH3uunVg2BpQPMGgjAliKrCds8FPHYTsm3k/g7hvPPb/x/ckNWBQBQTFObAUfij+tmDQRAVkVisiogDxI1Bm633Xax++6NI7tsu+228dznPnfy/gMOOCA++MEPxrx582LRokVx6623xhVXXBGrVq2aXOfYY4+N5z//+bFy5cqIiDj00ENj1apVsc8++8R+++0X9957byxfvjze9ra3xezZsyMi4r/8l/8Shx56aLzgBS+Ihx56KC644ILYsGFDHHfccRGxufjgAx/4QHziE5+IF7/4xfHiF784PvGJT8Q222wTRx11VPpnCOAZTZsD+9UMON0QmwM7zRrYzxkCNQcCkBcTDYFTfy5ac6DgCgAg35qNxD5RYDUvNkXEL1uu24+R2LuZIVBzIMD4ml5kNVXagquOmhVWnX++gquckFUBAORbu6yqk6HNGqg5EGBsyapISlYF5EmixsBuXH311XH22WfH0UcfHb/5zW9i0aJFsWLFinjve987ucz999/fMEPgeeedF6VSKc4777z4xS9+ETvuuGMceuihsWLFisllfv7zn8eRRx4Zv/71r2PHHXeM/fffP77zne/EokWLJpf5i7/4i3j88cfj1FNPjYcffjj222+/uOmmm2K77bbr968JjKn6CXtH6dJ5oz6MvmvWHNjPhsDp29UcCEBWTW8InP5Y3psDhVYAAMVyd/0HUbo83Tlq2oKrbhoCG5bXHAgwVtoVWU2VpuCq6fcL3RRSKbjKLFkVAECxjCKrSkxzIMBYkVWRhKwKyKueGwNvueWWhp933nnnWL16daJ15syZEx/5yEfiIx/5SMt1rr766o7HUiqV4vzzz4/zfVgCRTDEWQMjNjcHrls6nH1pDgQga9o1BE5fLo/NgYIrAAB6UTp77dD3qeAKIF+6LbLq1cJKJda99a1D2ReDI6sCAKAX07Oq+srdBr5PWRVAvsiqSEJWBeRd32cMBCi6+smPD2/WwCE1B77nNQPfBQBkTrfNgHkltAIAGA/14ysDGYm9n82ASWcNVGQFMB6SjsT+YC87SzES+z6zN39Gfu9pn0v9IKsCABgPo8iqSmevTdYcmHDWQFkVwHiQVY0XWRVQJLNGfQAAeVQ/+fFRH0JfvOc1jU2BH60Pb98LK8VuxgAguyqbKj01BWa5obBcLk/eAAAYH60KproxtVCrdPbayVtLZ92Xbj8HtH+8tm118gZA/tx7f7r3720eav/4g1NuE2Z97Wup9tVtsdU+syuThVYTP5OerAoAYPwMNatK64/bF0nJqgDyTVZFK7IqoIg0BgKkNLTmwH/duq+bm2gGbDVLoOZAAIqq14bA6dvKEqEVAAA9FVwlLbDqY3OgAiuA4uhnwdX0AqvpUhdctTG9yGr6Y3TP4FUAAAw1q4r2Mwq21KQ5UFYFUByyKibIqoCimzPqAwCgC/+6dcQfPNHTJlo1Ao7awkol1lUFagAMzqCa+CqbKlGdNbrPMGEVAAB5VDogoioLAiise++vxotekDyL2eahiLU7JVtn1te+Fpve+tZkK51//ozR2BVS9YesCgCAUSudvTbqK3dLttIf16NWqw3mgAAYOVnV+JJVAeNEYyBAD+onPx6lS+cNZ2cpmwPTNAR+tB7xkVLy9QAgK4Y1o9+wmwOFVgAAtFM/vhKlyxOcn+74h5v//ycpZgA8676I/7ok0Sr1+uZR2BVbATDVdr8Y8g7PPz/2+XjyUdz3mV2J7z2tuX0qWRUAAO0MNasCgD6RVeWXrAoYV7NGfQAAeVc/+fFRH8IM73nNlltaH63373g6WVgxwgkAtFMul4VXAAB0pX58h5xlxz/ccpuwNFmD36SzuivSqtfrk02BEcP5YtY5NMDo3Ht/dwVJ2/2isdBqr+8l39esryUrmir/wz9E+R/+IfmOnpF0xPbKrTtE5dYdUu8vibmVSswd0vctPmcBAOjWULOq2DxrYFKyKoBik1VtIasCKCYzBgL0wdBmDuwwa2AvjYDNDHPmwIWVSqyrGr0EgP6ozqoWYtZAoRUAAGmsP3qfuPHGXzbeObW4qpmlSyK+3d/R2Kc2A05XLpf7PnNgs/PnQewHgM7uvb8aL3pB82ym3ajre30v4v/uk2xfs772tdj01re2fLxZcdWsveuxac1gvgBpVlxVuXWHqB7wcN/31ay4am6lEk8O6PsWWRUAAGk0nTlwgFlV6ey1UV+5W6J1ZFUAxSarmnmfrAqgOMwYCNAnQ5s58F+3nnFXr7MDZoWZAwHop0E16zXT7yZEI1kBANAXzztw5ojr7aQZjb3JrIHTZwgctE7nz86tAUZj+mjs00ddb6Vfo7F3GnF91t7pPquajcQ+Mdp6uxHX+zkae6cR1/s9GrusCgCAXtWPrzSfHbCdHmYOHCVZFUA2yapmLtMvsiqA0TJjIEAe/evW8Z6TW88c2E/DnDUwwsyBAORXP2YOFFoBAJBLZ90XsXRJ1A9J9qV1LyOklz9dibii+/0ZjR1gNO69v9q0OGkQZn3ta7FPwsb0tKOx7zO7ErP/Z39n2u0kaQFVP0Zjl1UBAJBXpa+XhptVJTx3llUBjIasqn9kVQDZYcZAgD4axqyB9ZMfH97shM/46JAGeF9XrWoKBKCvhjlrYFoTo1gJrwB6t3LlyiiVSvGBD3xg8r5HHnkkTj/99Nhll11i3rx58fKXvzwuueSSjtu68MIL46UvfWnMmzcvdt1111i2bFk88cSWAVrOP//8KJVKDbedd965YRv1ej3OP//8WLhwYcybNy8OPPDA+OEPf9i33xegk/VvXJ98paQjsS9dMrlO6evJv6xOXDT16crmpsCIiGOHOJoVAEOVdCT2fer1xIVWE5KOxj5r73rqEdzTjMR+feW2uL5yW6r9pSWrAugPWRVAo6SNehGR/azKuTPAWJBVbSGrAsgeMwYC9Fn95MejdOm8vm9zur+Oerw3ilH8pBkQgEGqzqpGZdNwRvtKMmugwAqgv+6888743Oc+F3vuuWfD/cuWLYtvfetbceWVV8bixYvjpptuilNPPTUWLlwYhx12WNNtfelLX4qzzjor/vZv/zZe/epXx9133x3HH398RER86lOfmlzuFa94Rdx8882TP8+ePbthO//9v//3WLVqVVx++eXxkpe8JC644IJ4wxveED/5yU9iu+2269NvDtBe/ZB68iKopUsivt1mZNk2BVlpRmPvZLIRsNftGIkdYCS+93S6kdj3+l7E/92n9eNpi6ua6TQae7PiqvqZu0Vp1drE+6rcukNUD3i443LTC6yujVXxzjgz0b6SjsQurwLoH1kVQHOFyKr6dN4sqwIYDVlVI1kVQP6ZMRBgAPo1o1+n2QH/OoY0lV/0f9bAidkBNQUCMAzDnDmwUxOiUawA+u+RRx6Jo48+Oi699NLYYYfGUQ1vv/32OO644+LAAw+MxYsXxymnnBJ77bVXVNtci9x+++3xmte8Jo466qhYvHhxHHzwwXHkkUfOWGfOnDmx8847T9523HHHycfq9XpceOGFce6558Y73vGO2H333eMLX/hCPPbYY/HlL3+5v08AQAd9G419yojr7SQt7mp2fjwxM2DHpsCEswY6FwcYje89nS6baTYaey8jrrfTrKCq04jr9TN36/txtBt1/dpYlXh7cyvdZVU+IwH6R1YF0F4us6oBnTc7DwcYDVlV92RVANlnxkCAjEnaVDjMmQM/Wo/4SI+70ggIwDhoNnOgwApgcE477bQ45JBD4qCDDooLLrig4bGlS5fGDSjEa6IAAE1sSURBVDfcECeeeGIsXLgwbrnllrj77rvj05/+dMvtLV26NK688sq44447Yt999421a9fGjTfeGMcdd1zDcvfcc08sXLgw5s6dG/vtt1984hOfiN122/xly09/+tN48MEH4+CDD55cfu7cuXHAAQfE//7f/zve8573zNjvk08+GU8++eTkzxs2bIiIiI0bN8bGjRuTPzFjYuK58RzBFs1eF/Pq85Jv6DW7N/6cYBvbfG2bWP/G9R2Xe9v8qyf/+4Yjtrw3bpyT4HhP3CbibzrvKyJi/hfnR0TErXvc2v32KYxNmzY1/D8w3NdFbdMdsefsAxKv9we1iO8/fWvsvffeETHg875X/K7hx6e72Nfv3r9rzP/szxLt5o9u2z5uXfrbhvu+fsC/RETErHntv4jZFMk/07f6oz+KJ29t/OwbyvOZY64zoLkivzb6+TsVPasCGJkumgBb6XbmwINKX2z4+eb6Man32S0zBwKMRi8zB37v6epQ6oDaNQG2kmbmwGazBrZqBuyHZjMHqqsCSE9jIMCA1E9+PEqXdv/lbL9mGRy0tM2BGgIBGLXqrGrH2fz6qbKpEvU/HN7svgDj6uqrr47vfve7ceeddzZ9/KKLLoqTTz45dtlll5gzZ07MmjUrPv/5z8fSpUtbbvOII46IX/3qV7F06dKo1+vx1FNPxfve974466yzJpfZb7/94oorroiXvOQl8e///u9xwQUXxKtf/er44Q9/GM997nPjwQcfjIiI3//932/Y9u///u/Hv/3bvzXd78qVK+OjH/3ojPtvuumm2GabbTo+F+Pum9/85qgPATJn6uviqrhq6Pu/8cYbOy7z3qu237J8L8fYxb4iIq567uZ9rFu3Lv2+yL2Jz2lgi2G9Ltalfq9fl+n37qtSDMY+/dfZ56oXdrXeT9M+h9N2mOXnM0tcZ0BzRXxtPPbYY33ZzjhkVQD9UD+knmgmv+obNv9/pYePoHbNgdMbAqfeP4zmQADyYepMg7VarVDNbJVbd4jlf3594vWujVXxzjgz8XpzK5XYfQAzLQKMI42BAAPUqTmwX82Aw5w1MAnNgABkzbCaAzUEAgzHAw88EGeccUbcdNNNsfXWWzdd5qKLLorvfOc7ccMNN8SiRYvitttui1NPPTUWLFgQBx10UNN1brnlllixYkVcfPHFsd9++8W9994bZ5xxRixYsCCWL18eERFvfvObJ5ffY4894lWvelUsWbIkvvCFL8SZZ2754qNUarxWq9frM+6bcPbZZzesu2HDhth1113j4IMPju23377pOmwe0f+b3/xmvOENb4itttpq1IcDmdDudTH/n+a3XO/W1za//4Bv9XY8EzMHTp0dsJWpswYm1mTWwIkZApsxa+D42bRpUzz44IOx8847x6xZs0Z9OJAJo3hddJo18PtPt35/npjlLouSzBq4/vTFERGxYv5fpd7fO+Kcrpd9+fruZtZlC9cZ0FyRXxv9mA1vXLIqgH7p1Bw40Qw4/b5+NQe2agacbhjNgWYNBBiNbmYNnNoMmBdJZw2sn7l51KsP/3m6/SVtDtQQCNBfGgMBBqxZc+AgZgccZnNgp1kDNQQCMK40BAIMV61Wi4ceeqhhJMann346brvttvjsZz8b69evj3POOSe++tWvxiGHHBIREXvuuWesWbMmPvnJT7Ystlq+fHkcc8wxcdJJJ0XE5mKqRx99NE455ZQ499xzmxZMb7vttrHHHnvEPffcExERO++8c0RsnnllwYIFk8s99NBDM0ZmnzB37tyYO3fujPu32mqrwhXbDYLnCWZq9rp47K2PzSi4alZkNdX/Ori3gqs3P6tzQ+Dksqv/Jm4+5th0O3r3syKu2HxOXrqsc0627/f3jerecqxxNGvWLI2BMM0wXxc/qP+vGQVXUwus2h3G97///cyOxP7Yshe3LbiaKLCa6vzHPhAfLn0q1f5mRfvvmhRY9YfrDGiuiK+Nfvw+45JVAfRTs+bATllVr82B3TYETl9HcyBAMTVrDuy2GTDLswZ2ag5sllV9rL4sdVbViawKYHB86wkwBPWTH2+4Dcpfx/BOnD/aZFfrqlVNgQBkXnVWfz+r6n9Yn7wBMFyvf/3r46677oo1a9ZM3iqVShx99NGxZs2aePrpp2Pjxo0ziqNmz54dmzZtarndxx57rOk69Xo96i2+sHjyySfjRz/60WRh1Qtf+MLYeeed45vf3FKd8Lvf/S5uvfXWePWrX532Vwboi/oh9ai+ISZv3eh2uX446ItXpF63dFmpq6bACZU1g59RHICZvvd0teGWRJYLZZsVVNXP3K3p/RM+Vl+Wal/XxqoZ9+1er0/eABg+WRVAOlnPqoYpq80lAEUnq9pCVgWQP2YMBCC1j9YjTq5pBAQgf6qzqlHZ1FsBsEZAgNHbbrvtYvfdd2+4b9ttt43nPve5k/cfcMAB8cEPfjDmzZsXixYtiltvvTWuuOKKWLVqyxcTxx57bDz/+c+PlStXRkTEoYceGqtWrYp99tkn9ttvv7j33ntj+fLl8ba3vS1mz54dERH/5b/8lzj00EPjBS94QTz00ENxwQUXxIYNG+K4446LiIhSqRQf+MAH4hOf+ES8+MUvjhe/+MXxiU98IrbZZps46qijhvH0AIzcr1+z+f/fNdrDAGCMTS/MGkaRbbvCqlbSjsZ+baxKXawFQP/JqgCyrdesqttZA0vXfaHh5/rhx6XcIwBFI6sCYBA0BgIUzF9HPd4b3Y+KnpaGQADyLm1zoIZAgHy5+uqr4+yzz46jjz46fvOb38SiRYtixYoV8d73vndymfvvv79h1PXzzjsvSqVSnHfeefGLX/widtxxxzj00ENjxYoVk8v8/Oc/jyOPPDJ+/etfx4477hj7779/fOc734lFixZNLvMXf/EX8fjjj8epp54aDz/8cOy3335x0003xXbbbTecXx6gjfKz6lH7XbIMqfqGiMo3Oy83UWQ14ZqHj4137ZBsFsCDvnhF3HzMsV0vXzr08s3/seH4RPuJ2DxrYHVvWRdAntRqtZaFU+1GaW+3Xt4osgLIJ1kVQHNZz6omtGsOnN4QOPX+JM2B5XI507NPATCTrEpWBTBKpXrd3KwTNmzYEPPnz4/169fH9ttvP+rDAejJIJoDNQMCUDTdNgZqBgToPzlMZ56j7mzcuDFuvPHGeMtb3hJbbbXVqA8HMiHJ6yJpwVVE64Kr6UVW06UpuGrXHDjZDDhdiubAiNAcOAY2bdoU69ati4ULFzYUWsM4y/vrYqJwKknRbJaLrboZiV2R1XC4zoDmivzakMN05jkChiHrWdWEiebAVs2AzSSdOVBzIED+yKoA6JckOUz+vt0BoCt/Hf1rYDi5VtUUCEAhVWe1/3yr/2FdUyAAAExTfUPjz79+TedCq4jNo7EnddAXZxZolQ69vHVTYETE9m0ea6OyJvmM4gCMVq1WS1wsm+Xi2naFVB+rL1NoBQAATQwzq5pQuu4LiZoCJ9ZJIsuNIgA0J6sCYBTmjPoAAMgmjYAAjIvqrOqMmQM1AwIAMC7Kz6qnGom9+oaIxY8N4ICaOOiLV8Q/X7sp2UrbX55q5sDKmoqZAwHGQK1Wy2yR7cfqyxpGY1dgBQDAOMlDVjVM5XI50w0jAPSHrAqAXmgMBCiwv456vDe6D8s0AwIwrqqzqpkN2AAAYNCSFly9aP3m/39qq+T7uubhY+NdO8ycBbCVf37omZHbb7k8+c4Sqr978wAhiq0AGDUFVgAAjLMiZ1Wl674Q9cOPS7UuAIyKrAog22aN+gAAGKy/js4zHp1cq2oKBGBslctlTYEAANDBi9ZvuU2YszHdtq55+Ni2j//zQ8dO3iYdeHzyHW1/eVeL1d9dn2wKjAjXBwBjQiM4AADkVy6zqmeUrvtCouVlVQDjQVYFQFoaAwHGQLPmwIlmQA2BAIyjiWZAX6IAAMBm5WfNzI+aFVhN18+CqxkFVtP1uTlwekPgVK4VAMaDgisAAMimwmZVz9AcCEAzsioA0pgz6gMAYLBKV3/tmf/6h6i+eMFIjwUARs0XJgAA0Fr5WfVY/6vS0PZ3zcPHxvNSFmslsv3lERuOn/yxVTPgdOVy2ZfwAAAAACNS2KwqJVkVAADQjBkDAQqqdPXXpjQFAsD4MjsgAAAMVpqR2H92XzV+dl81+YppR2Lf/vKIf7+v66ZAAMaHwloAACiWXGRVEVH6xNrU6wJQXLIqAJLSGAhQMO0aAiv3/HLIRwMAo6EZEAAA0pm/Y7rGuW4LrqYXWVXvH0LB1T1/tPkWyQuukl5TVNZUorKmkmgdAEZPwRUAAGSTrKqRrApgPMiqAEhizqgPAID+6HZ2wMo9v4zqixcM+GgAYDQ0AgIAQO/m71iP9b8q9XWb7UZcr95fjcoL+lyg9ExxVT+Uy+W2X8I3K66qrKlEde8UhWQAjEytVpMtAQBABsmqGsmqAMaDrAqAbpkxECDHJmYH7LYpcIKZAwEoErMDAgBA/6UZjb3ZSOzTR13vm2YjsU+Mtt6h0CrpSOwRzQch6TTiutHYAfLHaOwAAJBNsqpGsiqA8SCrAqAbZgwEyKGkjYAAUDSaAAEAIJvmbIy49/7kxVWpRmI/8PiIS+9LvK+IzQVX9XN262rZT5Qumfzvcz9/aqL9GI0dAAAAYHRkVY1kVQAAUDxmDATIkTSzA7Zi1kAA8sjMgAAAMDxJR2J/9g2bb2lVExRprdlp822QPlG6pKHQCoDxYCR2AADIJlmVrApgHMmqAOhEYyBADvSzIXAqzYEA5IWGQAAAGI1OBVcTBVZTi6wqaxKOpt6liQKrqUVWa85dknp7pU+sbXp/uyKrFSddnHg/g3o+ABgcBVcAAJBNsqpGsiqA8SCrAqAdjYEAGTaohsCpNAcCkGUaAgEAYPSaFVx1GnE9bYFRs5HYO4243q+Cq25HXVdwBTAeFFwBAEA2yaoayaoAxoOsCoBW5oz6AAAYvco9v4zqixeM+jAAYJJmQAAAyJb5O9ajdFkp0TqVNZWo7j2zeKqT6v3VmFNJVpy05twlsfeK+xLvKyK6KrDqh7TPBwAAAACNZFW9k1UBAEAxmDEQAADIhInZATUFAgAAWZdmJPYIo7EDAAAA0H+yKgAAGF8aAwEyrH7EW4e2r8o9vxz4PvbYthJ7bCtQAqCRZkAAAMiH+rvriddJW1z0VDX5aOVrzl2SbIUXXb75llLigqvtL998AyDz5FUAAJB9sqpGsiqA4pJVAdCOxkCAjMt7c+BEM+DUhkDNgWSBi2UYPa9DAADIn9wXXE0UWE0psjr3mgEOmDVRYDWlyKqy9geD2x8AqU1kVfIqAADID1lVQrIqgNyQVQHQLY2BADToV3Ngp9kBNQcyKtMvll04w/AJrQAAYPyMvOCqw4jraQuumo7E3qTAajoFVwDZIasCAIDxI6tqJKsCyA5ZFQBJzRn1AQDQWf2It0bp6q+N+jA6Strst8e2lbjr0eSBGaTR7mK5XC5HrVYb4tHA+BFYAQBAcdTfXY/SZaXE61XWVKK693CyoDXnLom9r1meaJ1zr/llrHjXgsT7WnHSxXHutdskXg+A0ZFVAQBAcciqGsmqAPJHVgVAL8wYCJAT9SPeOrR9JZ01sNPsgJ3WhUEygg6MltcgAAAUU/3d9WQrdBiVvJ2kI7E/Va2mGr09Ivlo7OdGOc6NdNc8RmIHGD5ZFQAAFJOs6pnlZVUAuSKrAqAfzBgIkCPDnDmwcs8vo/ri1qNOaegjy9JcLJs1EPpHYAUAAERE0+KqytofRHW33RNv6qlqNeZUWudRzYqrqksOi8p91yfeV6fR2JsWV73z5RHX/ijxvtI+HwB0T1YFAABEhKyqC7IqgMGTVQHQb2YMBKClZjMH9jI7YCuaDOmXXkfQcdENvTGKFQAAjJemI7FPjLbeZsT1tKOPNyuo6jTienXJYan21Ww09o4jrr/z5an2BUD/TeRUsioAABgfsqppZFUAmSGrAmCQzBgIkDPDnDUwYnNz4JN7Hzrw/eyxbSXuerR1MAbt9POC2cyBkIzACgAAxlv93fUoXfeFxOv1Mhp7Ur2Mxh7vemuylVKMxm4kdoD+kFMBAACyqmlkVQAjI6sCYFg0BgLk0LCaA6svXjDwfUylOZCkXDzDaHjtAQAAo1CpPB0REdXq7IHvq/7IxyMiohQJi61SUnAFkJ6sCgAAGAVZFQDNyKoAGDaNgQDMML0h8K5Hq7HHtpWh7FtzIJ0M48LZrIHQnOAKAABopn74cQMbiX2iwGr6fUkLrrodiX2iyGry58v2i9K7/0+ifSUdiV2RFUBycioAAKAVWdU0siqAgZNVATBKs0Z9AACkUz+ivyNAVV+8YPLWzDCb9YbVhEi+lMvloV5Au1iHzSZee14TAABAO/XDj0u1XmXtD2beV3l68tZyvTaPtVJdcljLx+qPfHxGodXkY5ftl3hf8c6Xtz+W3XafvJFPrpVhNLz2AACAbsiqppFVFZ7rZRgNrz0AssCMgQA5Vj/irVG6+ms9baNVIyBkhQtnGD6vOwAAII1eRmPvVJzUL9NHY29VYDVdv0ZjV1yVb82ul8vlctRqtREcDYwPWRUAAJCGrGoaWVXhyKpgNGRVAGSNxkCAnEvbHJimIfCuR6tDm81vj20rQ52lkGzJysWzsIxxk5XXHgAAMEbW/tEz//HrxKtWKk9HtTo78XrVJYdF+f8OJ+OKd7481TGSHd1cK8uQYDBkVQAAwNDJqsg4WRWMjqwKgKyaNeoDAGB4qi9eMHlLa5jNesNqQiQ7yuVy5i6gs3Y8MAhZfO0BAAD5VD/8uO4WXPtHUwqtIuK/Pi/V/iqVp1Otl0b9sv2SrVDdb/ONXHKtDKPj9QcAAPSLrGoKWVWuuVaG0fH6AyDrNAYCFED9iLe2fbzXZsDpNAfSb1m/eM7ysUFaE687f98AAEC/tS24ml5kNVXKgqs0anuly7c6FlxNFFhNKbKqhHwrj5KOqu76GnonqwIAAAZBViWrKgJZFQyfrAqAvNAYCFAQzZoD+90QOCqaA4tJUxKMhtcdAAAwDDMKrtoVWU2VouAq7UjsfS246jDiuoKrfFJwBcMhrwIAAAZNVtVIVpVPsioYDlkVAHkzZ9QHAED/1I94a+IAIK27Hq0OtWFvj20rQ52pkMHJ60VzuVwe2usLBiGvrz0AACC/6ocfF6X/tnYo+6pUno5qdfZQ9hWxueCqtFeydSpRiWrIt/KmVqu5poYB8doCAACGSVbVSFaVT7IqGByvLQDySmMgAKkNqzlQQ2AxFOHCWXMgeVOE1x0AADCG/uvzIs76ddeLr4iJa/V9E++qtlc1yv83Wb61ZfR2I6szk/wIOpNZAQAAuSKrIsdkVdCZrAqAvJs16gMAoL+KdJFy16NVTYEFUC6XC/V3WaTfheIq2usOAADIr/qHdku34n99XtuHV0Rt8jbhnyp3pNrVluKpzstNXTbNiOoVBVq5lLR4yjU5zDSRV3l9AAAAoySraiSryidZFfROVgVAkWgMBCigYV6s9Ltxb6IZUENgcRh1CoZHYAUAAGRRPwuuphdYTZe24Kqd6UVWUym4Gh8yLkhOgRUAAJBFsqpGsqp8klVBcrIqAIpKYyAAPetHE59mwGIrWhglHCBLhFYAAEAe9FJw1WzE9XbSFFw1K6ZqV2TVKwVX+ZQk43KdzriSVQEAAHkgq2okq8onWRV0JqsCYBzMGfUBADAY5XJ5qM1Ydz1ajT22TR4SaQYcH7VarVAX2MN+jcF0RXo9AQAANLPurCUREbE6Lh7K/tIWVlWjmqp4qhKVVKO4kx/yI8aJrAoAACg6WRV5J6tinMiqABgnZgwEKLCsXtxMzA6oKZC8y+prjGIzihUAAJBX3Y7Evu6sJZOFVhERJ8SpifeVdCT2f6rckWr09glJi6aqz/yP4nMNT5EZcR0AAMgzWVXj8rKq8eAaniKTVQEwrswYCFBwwxzpp9OsgRoBKdqsgTBMXjsAAEAR1D+0W5T+29qmj00tsJruhDg18Wjs/1S5I95Y3bft40nX6YXiqnwb5nX5xL6M4E5WyakAAICikFWRV7Iq2EJWBcC40xgIQF81aw7UEMhURWsOHGbzLeOpSK8XAACAiJkFV+2KrKbqV8FVp9HW0xZcVaMalajMuI/86tc1ebf50fT9yZ3IEhkVAABQVLIq8kJWBVvIqgBgC42BAGNg2BflGgHpRHMgtFek1wcAAEAz9Q/tFr8slYayr07FVa3WSVtwRf4N4rq8XX7Ubn9yJ0ZNTgUAAIwDWRVZJquCLWRVADDTrFEfAADD4YIIBstrjH4ol8v+lgAAANo4IU5NtPy51z4nzr32Oan2laZIi/z6UOVfB35d3myU9W72JytgFORUAAAAncmqGBRZFTSSVQFAa2YMBABGomizBkYYFYv0ivZaAAAA6MaCej3VSOwnxKmxOi5u+Xiz4qpzr31OrHjnbxLvK+1o7KQ3cY08rIzlQ5V/nfzvg0pfjJvrxwx0fzIAss7fKAAAMK5kVTQjq4LR8jcKAJ2ZMRBgjLhIIms00aXz83Ilfl6ujPow6AOjWQEAAONuQb2ear1mo7F3GnHdaOzZNXF9PPUaedDXyx+q/GtDoVXWJX0+Knf/Kip3/2pAR0MR7b333nIqAABg7MmqiJBVdUNWxaCpqQKA7mkMBBgzLpbImqI1Bw7yNTa9IVBzYD41C5ABAADGWS8FVxMFVt0WUim4ypZO18eDunb+8AE/bvnYQaUvDmSf/dDp+ZgosJpaZKXgik723nvvUR8CAABApsiqxtcosqpODYGyKsaNmioASG7OqA8AgOErl8uFa8aCLOn3a6xdA+DPy5XYpVbt274YHKEVAABA/6yrPnMtvPbege/rnFdtHvG9Fq6/+yXJNXK/cpYPVf41tpoX8d6rtu+47EGlL8bN9WN63ucgNHs+OhVUVe7+VVRfsuMgD4scmngdbty4ccRHAgAAkH+yqnwbVVbVLVkV40BdFQCkpzEQABi5Wq1WuIv7fgSB3c4IqDkwu4r2dw0AADAoC+r1+GWp1HaZyQKrKaq7vSgqCQuuzr32ObHinb/puNxEkdWE8vsrUfuM6+9+GFYWlKTAKk/K5XKUrvpGonUUXBEhqwIAAOiWrGq8yKp6I6siLVkVAPTHrFEfAACj4aKKrDGL5WY/L1cmb+RXuVz2PgsAAJDQgnp9xn3rqtXJWyvV3V6UeF/nXvuclo+d86pTZxRaTSi/3/V6vyTJgpJeY5fXV6K8vrd/q4NKX+xpfciKiZxKVgUAAJCMrGq8DDSr6sN1uayKopBVAUD/aQwEGGMursiaojUHJnmN9doMqJFw9ARXAAAAvVtQr3dVYNUP0wuu2hVZTaXgqn/6WXA10Qw4tSHw5n8+NvWxRWS74Kp+5JsSr1O5+1cDOBKySE4FAADQH7Kq8dLXrKrJtfnN9WNSH1uErIr8klUBwGBpDAQYcy62YLA6vcb6OTug5sDhE1wBAABkQ5qR2CM2F1x1W2TF6DW7/u40O2CvzYFZpuCK6eRUAAAA2SCrGg9Ns6oO1+a9NgdmmayK6WRVADAcGgMBgGw5tTTqI+i7ZgFHPxsCp2+XwRNcAQAADE7a662kBVfV3V6UukjLSOz90+1I7LVabXLZZrMDttNLc2CpVLysSsFVsRi4CgAAYLBkVeMlTVYVkayOpJfmQFkVWSerAoDh0xgIgIswMqF8WSXKlz0TVBa0OXCiGXDQzXuaAwdDcAUAADA8g7r2miiwmlpkVftMNdW2FFz1T7uCq+lFVsPyz3Fs/HNsbijMcsFVmpHYIxRcFYGcCgAAYHhkVeMlTVY16PxKVkXWyaoAYHQ0BgIQEZoDGZ2GhsCpCtgcSP5oBgQAABidNNdizUZVb1ZgNZ2Cq9GbWjw1UWDVqqCqNj/5v1e3swZOLbKaqkgFV/Uj35S6SIvRklUBAACMjqxqvCTJqpqt00m3swbKqsgyWRUAZMOcUR8AANlRLpdHMvo246lpM2DBHRb1uD6GE8z9vFyJXWrpgmI0SwMAAORZu6KqQSi/v5K6WItGSbLJ2vxqlNcny5du+If3xI2PXNX0sWYFVtOVSqWo1+uJ9pkVzYqr5MH5IasCAADIL1lVfqXJTWq1WtfX8TfXj4mDSl9s+pisiiyTVQFAtmgMBKCBC2wGLVFD4KmliIvzGWC1ojkw2wRXAAAA2TLMrKr2mWriUdUVWY1WmubA6bopssqD+pFvitJV35hxXyfy4OySUwEAAGSPrIp+m94cKKuSVWWVrAoAsktjIAAwcD3NDljA5sBh0hzYmeAKAAAg27JYcKXIqr/KZ29+zmsrh/O83vAP74lnHfR4qnWzPBJ7N8VVZJ+sCgAAINtkVcXXa1aVZNbAiM3NgaVSukHGZVUMmqwKALJPYyAAMxh5h37pqSFwqoI1Bw5z1kBaE1wBAADkR1byKkVW/TVRZDX156QFV6lmDfzj9RHxrGTrTJHlgqs0svL6GmdyKgAAgHzJyrW0rKq/+pFVTUjaHNgLWRX9JqsCgHyZNeoDACCbXNzRi/Jllf41BRbUYTG8QO7nZf8WU5XLZe9xAAAAOTSsa7lmBVW1z1QVWvVR+ezKjEKrqY8lVZvf4d/mdfXNtz9eP3lXr8VSaUdxz6qkr6/K2u9FZe33BnQ0jfaZXYl9Zhcz35JTAQAA5Jesqjj6nVVNSNLcJqtqJKsaDVkVAOSTGQMBaMnoOyQ10GbAgs0aGDHcmQN/Xq7ELrXxDYWFVgAAACShsGoweimk6qTpzIGva58l1ev1whVNDVKz4qrK2u9Fdbd9+r6vZsVV+8yuxPeeLsZrU1YFAABAErKqwRhkVpWGrCoZWVX/yKoAIN80BgLQluZAOhnqzIAFbA4cpnFsDhRcAQAAFIusKn/SFFiVz65EbWXyDGNi5sAkeYCCqy2avb66GWm9nwVXnUZbz3vBlawKAACgWGRV+TPMrCpi86yBsqp0ZFWDJ6sCgGKYNeoDACD7XADC4BwWw210/Hk5W6OdDUq5XPbeBQAAUFCu98ZDLyO2Jy3Iq9eT5TP1ej3xOnlRLpejsvZ7k7duJVl2un1mVyZv3S6fN7IqAACA4nK9Nx5kVaMhqxoMWRUAFIvGQACgJ7V3D3nUo1OLNyrWsJoDD4v60BsRh2kitBJcAQAAFJ9rv/xIO5r6sHUqnpoosCpqkdUoVCpPR6Xy9KgPY2BkVQAAAOPDtV9+yKpoRVYFAOSVxkAAuuKCkHY0B2bb9IbAor2ehVYAAACQbWkLroY5EntE84KrcSywqh9+Uqr1uhmJfaLAamqR1ex9/k/ifWV5JHZZFQAAAGSbrCpfZFW9kVUBQPFpDASgay4QyZSCNQf2eya/iWbAVtvN++vZKFYAAAC4JsyXrBdclUqlKJW25E3jWGQ1VT8LrpoVWE2X94IrWRUAAACuCfNFVpUvsqpkZFUAMF40BgKQiItFWhn6rIEF1I/mwHbNgEUgtAIAAGAq14j5krTgqraymrpIq1vTi6ym3j/ueim46qbAqh9GXXAlqwIAAGAq14j5IqvKF1lVZ7IqABhPGgMBSMzFI60MvTmwYLMGRqRvDkzTEJiX17JRrAAAAGjH9WK+dCqemiiw6leRVauR2FsVWdGb+uEnpS7SSjMSe8TwC65kVQAAALTjejFfZFXFJqsCAMaBxkAAUnEhSSuaA4dnohmwlxkCs/xaFloBAADQLdeP+dKskGqQI65PL7iaP39+V+spxup+JPbpRVb1+r6p9pe04Gr28zffhkFWBQAAQLdcP+bLKLOqJA2BsipZ1VSyKgBgwpxRHwAAAI0Oi3pcH63DvF4aAZspl8stRyQbNoEVAAAAjIdBFVa1UiqVYt68eXHVVVclXq9e728Wkzf1w0+K0nWfb/lYy/Xq+0apdEffj6dZcVXlBZWo3t//vylZFQAAAIyHUWRVadeTVcmqAACmMmMgAKm50KSVoc8aeGzxRsRq1vzX6+yAWWYUKwAAAHrluhIGZ3pR1fRR11uul2I09mYjsU+Mtt5uxPXKCyqJ99WKrAoAAIBeua6EwZFVAQBsYcZAAHqSpZnGyJbau6tRvqx/AUdTj0z572NLEVcUq2lumE2Ao3gtC6wAAADoN1kV01X+79t73oaR2DfrpriqX2bv838iHtpvaPuLkFUBAADQf7IqppNV9Y+sCgBgM42BAED+PNLi/gI2Bw7TsAJpwRUAAAAwSE0LrC7bNeL0X6fepoKr9Or1faNUuiPR8hERpV8l31flBZWo3l9NtI6sCgAAABikllnVux9IvU1ZVXqyKgCgaGaN+gAAyD8Xo7RSe3eyYKOjR6J1U+CEY0v93Sd9Uy6XvV8AAAAwcK49x1fl/769/ajrf7XL8A6GBhMFVO0en7hN3rdjuuK2ygsqXS0nqwIAAGAYXHuOr45Z1WW7Du9gaCCrAgCKxIyBAPTFsGYaI39q765G+bLuAo6WOjUD0jf9fi0LrAAAABgFWdX4aFtcRaY0G429YxHWjvUo/aq/A4HJqwAAABg2WdX4SJxV9ThzIOnJqgCAotAYCEDfCLFoJVVzYC/NgMeWIq5IN0oT/XktC60AAACAQZrMHv7v4PdVr8uZ+qVTcVXTdVIUXFVeUInq/dWG++RVAAAAwKDIqvJJVgUAFIHGQAAgW/o1O6DmwJ6kbQ4UWgEAAJAVBrEqnma5Q/3E+6P0ty9ItqG/2iXixHs6LqbIKt8qL6hEfUf/hgAAAGSDrKp4+pZVdTlroKwq32RVAMCgzBr1AQBQLJqCaKX27mr7BR6J/jUFTjg22ehMpFMulydvAAAAkCWuVYuhU+5QP/H+5Bu9bNfW26vXFVplTNKiqfqOdYVWAAAAZI6sqhhkVciqAIAs0RgIQN8JsWilaXPgIBoC6YtOr2XNgAAAAMAgJcke+lFwpcgq2zoVT00UWCmyAgAAAAZBVsVUsioAICs0BgIAQ1V7d3VLM+AwGgLNGtiTZoGmhkAAAADyxDVsftVqtcHv5LJdY0VcrMgqJ5oVUimwAgAAIE9kVfk1rKxKQ2B+yKoAgCyYM+oDAKCYyuXycMIQ6MaxpYgrBC5pCaUBAADIO1nVeKifeH+U/vYFXS+/4t1nT/73J0qXxDn19w3isOgzhVUAAADknaxqPCTNqlLNMsjIyaoAgFEzYyAAA6OZiFZqZ1SHv1MzBwIAAMBYk1XlU9IiuW4KqD582pkNTYEAAAAAwyaryqd+Z1X1E++fvAEAQBoaAwEYKCEWrWgOBAAAAKAb/Si4WvHus+PDp53Zdr1PlC5JtB8AAAAAxk8/sirNgAAA9EtPjYErV66MUqkUH/jABybve+SRR+L000+PXXbZJebNmxcvf/nL45JLOn+ReuGFF8ZLX/rSmDdvXuy6666xbNmyeOKJJxr29Yd/+Iex3XbbxU477RR/8id/Ej/5yU8atnH88cdHqVRquO2///69/IoAAAAAAEBBGMSq+Gq1WtRqtaju9dVY8e6zJ2/d0hwIAAAADIusqvimZlXVvb6qIRAAgL5L3Rh45513xuc+97nYc889G+5ftmxZfOMb34grr7wyfvSjH8WyZcvi/e9/f1x//fUtt/WlL30pzjrrrPjIRz4SP/rRj+Kyyy6La665Js4+e8sXtbfeemucdtpp8Z3vfCe++c1vxlNPPRUHH3xwPProow3betOb3hS//OUvJ2833nhj2l8RgD4RYtGKWQMBAACAYZNV5VO7kdgnCqySjtYOAAAAMGqyqnxKm1XJrwAA6LdUjYGPPPJIHH300XHppZfGDjvs0PDY7bffHscdd1wceOCBsXjx4jjllFNir732imq1deH/7bffHq95zWviqKOOisWLF8fBBx8cRx55ZMM63/jGN+L444+PV7ziFbHXXnvF6tWr4/77759xkjx37tzYeeedJ2/Pec5z0vyKAPSZEItWNAcCAAAAwyaryqep3wl10wz4xuq+qfZj1kAAAABgmGRV+ZQ0qwIAgEFI1Rh42mmnxSGHHBIHHXTQjMeWLl0aN9xwQ/ziF7+Ier0e3/rWt+Luu++ON77xjS23t3Tp0qjVanHHHXdERMTatWvjxhtvjEMOOaTlOuvXr4+ImNH4d8stt8ROO+0UL3nJS+Lkk0+Ohx56qOU2nnzyydiwYUPDDYDBEWLRiuZAAAAAYNhkVfmUtMBKcyAAAACQB7KqfErTDKh5EACAfpqTdIWrr746vvvd78add97Z9PGLLrooTj755Nhll11izpw5MWvWrPj85z8fS5cubbnNI444In71q1/F0qVLo16vx1NPPRXve9/74qyzzmq6fL1ejzPPPDOWLl0au+++++T9b37zm+Pwww+PRYsWxU9/+tNYvnx5vO51r4tarRZz586dsZ2VK1fGRz/60YTPAAAAAAAAAAAAAABAcrVaTTMoAAB9kWjGwAceeCDOOOOMuPLKK2PrrbduusxFF10U3/nOd+KGG26IWq0W/+N//I849dRT4+abb2653VtuuSVWrFgRF198cXz3u9+Nv/u7v4uvfe1r8fGPf7zp8qeffnp8//vfj6uuuqrh/ne9611xyCGHxO677x6HHnpo/OM//mPcfffd8fWvf73pds4+++xYv3795O2BBx7o8pkAIC2BBq2MYtbAFWHWQAAAABhnsqrxkHbWQKO3AwAAAMMkq2K6iRkJ08xMCADAeEjUGFir1eKhhx6Kcrkcc+bMiTlz5sStt94aF110UcyZMyceffTROOecc2LVqlVx6KGHxp577hmnn356vOtd74pPfvKTLbe7fPnyOOaYY+Kkk06KPfbYI97+9rfHJz7xiVi5cmVs2rSpYdn3v//9ccMNN8S3vvWt2GWXXdoe74IFC2LRokVxzz33NH187ty5sf322zfcABg8IRatDKs5cMUVm28RmgMBAABg3MmqxkOS5sA3VvedXF7BFQAAADBMsqrx0S53atUIKKsCAGC6OUkWfv3rXx933XVXw30nnHBCvOxlL4sPfehD8fTTT8fGjRtj1qzGfsPZs2fPaPCb6rHHHmu6Tr1ej3q9HhER9Xo93v/+98dXv/rVuOWWW+KFL3xhx+P9j//4j3jggQdiwYIF3f6KAECBTTQDzrg/SnFu1Id7MAAAAEBmlMtlRTVjrl3jYK1WU5QHAAAADI2sanxMzZ26/TeXVQEAMFWixsDtttsudt9994b7tt1223juc587ef8BBxwQH/zgB2PevHmxaNGiuPXWW+OKK66IVatWTa5z7LHHxvOf//xYuXJlREQceuihsWrVqthnn31iv/32i3vvvTeWL18eb3vb22L27NkREXHaaafFl7/85bj++utju+22iwcffDAiIubPnx/z5s2LRx55JM4///z40z/901iwYEH87Gc/i3POOSee97znxdvf/vb0zxAAAyHAopXaGdUof7rSt+21agYEAAAAYLy8/tZyrFu3ruG+bmcSVHAFAAAAwCCkqaGTVQEAMCFRY2A3rr766jj77LPj6KOPjt/85jexaNGiWLFiRbz3ve+dXOb+++9vmCHwvPPOi1KpFOedd1784he/iB133DEOPfTQWLFixeQyl1xySUREHHjggQ37W716dRx//PExe/bsuOuuu+KKK66I3/72t7FgwYJ47WtfG9dcc01st912/f41AegDzYG00o/mwKQNgWYNBAAAgPEmqxofr7+13PA9Vbe6Lbj6ROmShp/Pqb8v8b4AAACA8SarohNZFQAAEX1oDLzlllsaft55551j9erVidaZM2dOfOQjH4mPfOQjLdep19sX6s+bNy/+6Z/+qe0yAGSPEItW0jYH9jJDoOZAAAAAGG+yKjppV3A1vchq6v0KrgAAAICkZFV0IqsCAKDvMwYCAAxbL82AM7alORAAAADGmoIrOplacNWqwGo6BVcAAABAGrIqOpFVAQCMt1mjPgAAaDVqEdTOqLZ9fMUV/W0KBAAAAIiQV9HZJ0qXdF1oNXUdAAAAgKRkVXQiqwIAGF8aAwHIBAEWrTRrDhx0Q+CKKA1u4wAAAAAAAAAAAAAA0CONgQBA5tXOqE42Aw5rhkDNgQAAADDeDGSVHy+rVOJllcqoD6MrRmIHAAAA0pBV5YesCgCAYdIYCEBmCLAAAAAAyBJ5VXZNFFhNLbIaZsHVG6v7pl5XwRUAAACQhqwqu2RVAACMisZAADJFgEUrb6pVh75PswYCAAAAZEezAqtmywyLgisAAACA8SWrAgAgCzQGApA5mgNpRXMgAAAAMGyyqtHqpsBqlHopuAIAAABISlY1WrIqAACyRmMgAJArmgMBAACAYVNwlS9ZLcwCAAAA6AdZVb7IqgAAGCSNgQBkkgALAAAAAPhxNd0gUcMsuEo6Evs59ffFOfX3DehoAAAAABgUWRUAAFmjMRCAzNIcSCtmDQQAoJmVK1dGqVSKD3zgA5P3PfLII3H66afHLrvsEvPmzYuXv/zlcckll3Tc1oUXXhgvfelLY968ebHrrrvGsmXL4oknnmjY1x/+4R/GdtttFzvttFP8yZ/8SfzkJz9p2Mbxxx8fpVKp4bb//vv37fcFYLhkVaOTtuBqmDoVXE0UWCmyAgAYH7IqAAZJVjU6sioAALJEYyAAmSbEohXNgQAATHXnnXfG5z73udhzzz0b7l+2bFl84xvfiCuvvDJ+9KMfxbJly+L9739/XH/99S239aUvfSnOOuus+MhHPhI/+tGP4rLLLotrrrkmzj777Mllbr311jjttNPiO9/5Tnzzm9+Mp556Kg4++OB49NFHG7b1pje9KX75y19O3m688cb+/uIADJWsanTSFFwNcyT2iOYFVwqsAADGk6wKgGGQVY2OrAoAgKyYM+oDAABI6021anyjPNzQDACA7HnkkUfi6KOPjksvvTQuuOCChsduv/32OO644+LAAw+MiIhTTjkl/uZv/iaq1WocdthhTbd3++23x2te85o46qijIiJi8eLFceSRR8Ydd9wxucw3vvGNhnVWr14dO+20U9RqtfjjP/7jyfvnzp0bO++8cz9+TQAghZdVKkMdxf2N1X0V5QEAjDlZFQDQiqwKAIB+0xgIQOaVy+Wo1WqjPgwAACCjTjvttDjkkEPioIMOmlFstXTp0rjhhhvixBNPjIULF8Ytt9wSd999d3z6059uub2lS5fGlVdeGXfccUfsu+++sXbt2rjxxhvjuOOOa7nO+vXrIyLiOc95TsP9t9xyS+y0007x7Gc/Ow444IBYsWJF7LTTTk238eSTT8aTTz45+fOGDRsiImLjxo2xcePG9k/CGJt4bjxHsIXXxWDtueeesWbNmlEfxlj61zvuiJcccEDXy2/zzOfzpmf+vTZt2tTw//229957R4TXHvniMwOa89qA5or82ujn71T0rAqAbFFXNTo/rlYTzQK4bb2++T+G9O+lIRAAYDyU6vWJM002bNgQ8+fPj/Xr18f2228/6sMBYBohFq0MY9bAc8MpEwBAP/Urh7n66qtjxYoVceedd8bWW28dBx54YOy9995x4YUXRkTE7373uzj55JPjiiuuiDlz5sSsWbPi85//fBxzzDFtt/uZz3wm/vzP/zzq9Xo89dRT8b73vS8uvvjipsvW6/U47LDD4uGHH47/9b/+1+T911xzTfze7/1eLFq0KH7605/G8uXL46mnnoparRZz586dsZ3zzz8/PvrRj864/8tf/nJss802CZ4VAAAAAJJ47LHH4qijjpJVTdEqq1JXBZBN6qpGp11z4LYtSrQH+e+lIRAAIP+S1FWZMRCA3DDCFa28qVYdSHOgZkAAgGx74IEH4owzzoibbroptt5666bLXHTRRfGd73wnbrjhhli0aFHcdtttceqpp8aCBQvioIMOarrOLbfcEitWrIiLL7449ttvv7j33nvjjDPOiAULFsTy5ctnLH/66afH97///fj2t7/dcP+73vWuyf/efffdo1KpxKJFi+LrX/96vOMd75ixnbPPPjvOPPPMyZ83bNgQu+66axx88MGKrdrYuHFjfPOb34w3vOENsdVWW436cPj/27v3GLnqug/A392ybu8LvYQuvSKg0BRTuhhoxcBiUgwEEqNGDGmLwa0NFg2CIqVYAxaDNghiIpqYRpSbmjTVpBqiVomhtbi2BWokosViaxGptgha1vb3/oG7b7cze+3MnHNmnydpQmfOzJyZ7Ydvz6fnN4dckIvaceXA7Bx/5cDuqwP257e//W3s378/pk2bFo2NjSe8D91XCIQiMzOgPNmA8uo5G5W4Gt5I6aoAyCfnVWWn3JUD+1oQ2K0aPy8LAgEARiYLAwGAulDJxYEWBAIAFENnZ2f87W9/6/UPnUeOHIknnngivva1r8XBgwdj1apVsWHDhrjiiisiIuId73hH7NixI9atW9fnyVa33357LFmyJD760Y9GRMS5554br732Wixfvjxuu+22XgsJbrjhhvjhD38YTzzxRMyYMaPf/W1tbY3Zs2fHH/7wh7L3Nzc3l/129qampro72a4afE5QSi6qrxKLyxie5/935ZOhnPC0YMGC2LRpUzQ2Np7Qz85JVtQjMwPKkw0orx6zUYn3M1K6KgCg1O9/85uIGFpvVKnFgboqAICRzcJAAArFt1tRLRYDAgAUz3ve85545plnet32kY98JM4+++y45ZZb4siRI9HV1VVy4v+oUaPi6NGjfT7v66+/XvYxKaVI//uG15RS3HDDDbFhw4b4xS9+EaeffvqA+/vKK6/Eiy++GK2trYN9iwDknK4qe52dnTU7+clJVgAA9EdXBUDWdFXZ01UBAFBrFgYCUDhKLPoy1KsGWgwIAFBsEyZMiHnz5vW6bdy4cTF58uSe2y+++OL49Kc/HWPGjInZs2fHL3/5y3jwwQfjnnvu6XnM0qVLY/r06fHFL34xIiKuvPLKuOeee+K8886LCy64IJ5//vm4/fbb46qrropRo0ZFRMTHP/7xePjhh2Pjxo0xYcKE2L9/f0REtLS0xJgxY+Jf//pXfP7zn4/3v//90draGi+88EKsWrUqpkyZEu973/tq8fEAUCO6quzV6oSrWp7YBQBA8eiqAMgDXVX2htIhncjPS1cFAECEhYEAFJQSi74MZnGgBYEAACPHo48+Grfeemtcc801ceDAgZg9e3asXbs2VqxY0bPNnj17en3r+urVq6OhoSFWr14de/fujalTp8aVV14Za9eu7dnm61//ekREXHLJJb1eb/369XHttdfGqFGj4plnnokHH3ww/vnPf0Zra2u0t7fHY489FhMmTKjumwag5nRV2RvKiVDz58+Pp59+uuqvAwAAx9NVAVALuqrsWRwIAECtNKSUnBn/P4cOHYqWlpY4ePBgTJw4MevdAWAQlFj05fjFgRYDAgDkix5mYD6jwenq6opNmzbF5ZdfHk1NTVnvDuSCXGRHV5WtgU6COj4bJ/LzcsIV9cLMgPJkA8qr52zoYQbmMwIoHl1VtobaH+mqAADoNpQexhUDAYC69N7O3yi9AAAAAEaQwX5D+o4dO3pdgQUAAAAAKm2wXZUFnAAAnAj/6glAoVn4RTltbW3+bAAAAAA1p4/IXn8nUu3YsaMmrwMAAACQB7qq7PXXIXV2dlasY9JVAQCMXBYGAlB4Siy6WRAIAAAAZE03kb1jT4TqPsGqGidHOeEKAAAAyDtdVfZ0VQAAVJOFgQDUBSXWyGZBIAAAAJAneorsVesEq3KvAwAAAJBnuqrs6aoAAKiWk7LeAQCA4VJcAgAAAAAAAAAAAAAwErliIAB1wyKxkaH76oB+3gAAAECe6S4AAAAAyAtdFQAA1CcLAwGoK0qs+mUxIAAAAFA0uoz6pq8CAAAAikSPUd90VQAAI9NJWe8AAFRaW1tbdHZ2Zr0bVIjCCgAAACgyXVV90VUBAAAARaarqi+6KgAAXDEQgLqk9Cg+32IFAAAA1AsdR/HpqgAAAIB6oeMoPl0VAADdXDEQAMgNhRUAAAAAeaGrAgAAACAvdFUAAJTjioEA1C1lSHH4FisAAACg3uk+ikNXBQAAANQ73Udx6KoAAOiPKwYCUNfa2tq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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 51 + }, + { + "cell_type": "markdown", + "id": "5eaeadc7455e0c96", + "metadata": {}, + "source": [ + "### Tile 12, 9 - Roberts Bank\n", + "\n", + "* change 4 fake islands to 4m deep" + ] + }, + { + "cell_type": "code", + "id": "e5643c2bf988265d", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:19.138690Z", + "start_time": "2025-09-30T18:45:18.292972Z" + } + }, + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 52 + }, + { + "cell_type": "markdown", + "id": "83f935d7242ec60", + "metadata": {}, + "source": [ + "### Tile 12, 10 - Point Roberts & Tsawwassen\n", + "\n", + "* add Tsawwassen ferry terminal and spit\n", + "* add Roberts Bank port and spit\n", + "* change fake island SE of Pt. Roberts to 4m deep" + ] + }, + { + "cell_type": "code", + "id": "98f1f9336ebbb545", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:20.147058Z", + "start_time": "2025-09-30T18:45:19.191923Z" + } + }, + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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sj4hou5p9M+M9sJaHxnPcZ5hiqUfRK+dQc2WvSRU5BtlQkwIAWhnEPqukhqUmlbYeFaEmVQSfYYqVpJ4woe29kKFFcX791sxb4qrcj+G4ODHzfVarVT/kejDr4Pzeu1lv3X8rRhGhuPFxcQrAYBuk66LXxSltV1QbxGLBm+KielgtImJu7Ctk3GfjsNz2/f9iTvy/mJPb/ov0h7Eq/jBWFTbeH1X+rLCxAPLQy3VFpVIp5DN03uOoA2Tjjyt/OaYxqLYdABjfirpu7JdXxNH128hteUuzWlqnhqLXx/L6rWZqHJRojCQTVC2PC2N5XJho/2lMjYMSv46kOtVBs3RZ5fcKGQcgT2WvSRU1Br1TkwIAWlGTykeeNamaNHWcstWkiqhHRahJsd+kfh8Ag+Gb1a+lXmWtVUCtX46LE3teaW2QGrHHo8aQWvWs06OyrohA2X1RxEprli4FoOyq1WppiypFfQju1uvilJ5XWRsZUGtmbuwrbKW1LDWG1H4UR8exBcy29N74QOarrDWG1CbFpHg+ns90jFb+qPJnVloDBlqZrysot24bf/648pdmtQaAcWY8XF92agB6RRyd+6zWT8ZPE89qPStmj2ksGtkQ1MzUOCjRzNaL44y2E1U1NgQtjwvjzrit6/13o1lDUNLX0UmzOmgWtchW3hbviefjhYjY3yD0xeqnchkHoChqUqSlJgUAtDIeri/HS00q6zpOs4BaETWprF9HRPE1qUvjivqf1aTKSWCNriUNraUJqr0lrorbY3Xi5xVFSCgfsw6uxpNP93Yh1mklteJCa8UQWgOAZNIG1dbHvYlmuUkj7YfyTkG1kYoIrT0bh8W0eKKnfXRaSW2QQmudVlITWgPoXpIGoZXxiYiIWBUfzPOQSODGyk2jvr6m+l9yHc8M1QBAK8PeFJR0luoyNwidHL+W0xHt1yy01m7m6qwahDrNXJ1Fk1CnOmjWDUJvi/c03a5BCBhv1KTKR00KACgLNamxjx+GmlQWkyh1WkmtiJpUVqG1omtSI4NqI6lJlY/AGol0Cq1lsZpaEaG1pKusCQblL21orVNQbaRiQmvFrLIWIbQGQLmVYebJrFZTKyK0lkSSoNpIZQ6tdQqqjVT20FqnoNpIRYbWAAZdp2uLWlPQyK8HvUFo0D/zNzYFjdyedYPQzJkzY82aNTFz5sz4w/h44ueb0RoAhlu/a1R5qzVn/GPcmes4740PREQkrpckaRB6T9wYEREPxt8nGiNNY83iOCNR41LaBqFOIbVmj0/6WpLWQbNoEGrVFDSSBiFg0CWtR9W2qUn1V5E1qZHnx4fjLxI/X00KAIabmlTv0tajkkpbk0oqaT0qopiaVNrQWllrUpSLwBqJNQutZRFUK1qn0NqgF2CGXZKg2khCawBQnH6F1rIKqhWp0wfytCG1sksSVBupqNBaEkmCav1glTVgGDS7tmjWGDTyvkFrEBr0z/itGoLyUjsfpk6d2vO+NAgBwPAZL01BNa+P5YkbhDrNaF1rCmrclnVordYUVLMozs81tPbGl/5te2P8c6IxyiZpg1Ov0jQECa0Bgy5pPap2v5pUsfpVk8qCmhQADJ9hrkk1qw0UUZMqoh4VkbwmNUz1qCSvpew1KfWocqlUB/0TZ4Z27doVM2fOjJ07d8aMGTP6fTilt7LyV7nuP+9V1moaQ2v+SvRXu1XW0obUGuUfWIsoKrAW4ZwFoPyKKMQUEVIrYpW1xtBaHkG1vFdZi4i2q6ylDak1Kiqw1q7glVVIrchV1oTW8qOmQC+KOH/27dsXd911V5x77rkxeXL+vwvydE0l2T9GDEKD0KB/tk/TFNTLjNaN15dTp06NNWvWxMUXXxx79uxJNaN1jQYhymiYfoZDM85xslS2hqDG65QsdGrQSDOrdWODULOgWqM0M1s3NrM0awwaKWlorV1TzRtbTMCatEmoiFXWItq/lmZNQa+IoxOP0c2M1hfE5fU/N3sdk6ZOjPPWvCHuuPib8fyeF1ruR5NQPtSj6JVzqHtJ61ERalJFKLIm1c11ppoUAIxfZatJZa2bwFARNaki6lER+dek0oTW1KSSU4/KT5J6ghXWKK23xFWFhNaOixNjQfx+rKlenvtYdDbr4OqY0FpWQbUaq6wBAGmsj3tzD629Lk6J+XFMrmPMjX25h9aejcPGhNayCqrVFLXKWrNZmrJeTW1STCostGalNYD2lseFEZGu4J9GXp/nK5XvNIzza5mP0evM1TdWbkrcINTtP/b917iypwYhAGDwaAp6WdpZrWvXwt1KO7P1H8bNXT8+i1mtWwXVahbGrydqEloeFyb+vLAnnkncWNPstbSbvfon8UjiBqHXxSlNG4RGNgSNlOZ11JjZGqA9NanuFV2TSnKdqSYFAOPPMNekkq5qVURNqoh6VET+Namk9agINak0NSn1qHIQWCO1VdV3577KWt6htQXx+/U/X1z5vNBan23atOmlP22MBSsX5jqW0BoAFKdareZeoHkoNhSyylqeobW8g2ojFRVaeyTnj5xFhtYOiUNzHaPI0BrAoLux+oFEs1qvjE+0ndG62T+CpCn4p5H15/nGpqCR27NqEOq1KagoaRuE7nuxEqdPUGMBgEEwzA1BNcfFibmP8a64KiIitsf/l+s4fxx/GRERz+Y6yv6mmtPirETPKXNobVpM6/rxaRuEkpxnvYTWAAZZ0npUhJpUbbuaVHfUpABgcAx7TaqIelRE+ppUktBaUfWoiOQ1qbKH1tSkyMqEfh8Ag21V9d39PoTEFsTv12+NLq58vvgDIjZt2jQirFac6llFhMnyDsW9LK+L4EqlMuoGAGkUEazuZrnwMpofxxQaVquZG/ty2/dfxuz4yzaz62TpRymWlk/iH+KX4x/il3Mdo2iTKsXM0AqQpxurH0j0+JXxiTHblseFbWfsS7rCRFq9ftauVL5Tv3V6XC9urNyUeWNQmRqNTn/hyjj9hSsjYn+DEABQXsP+7xXHxYn1W836uDfRPl4fy9ve/664qn6rmRNHJhojYn+DUDt/HH9Zv9VMi18kGmNRhxXSao6Jt9RvefrVODV+NU7NdYyIiDfEufGGODfx836SYHKn18fyjudKM42zbHfr+sqfp3oeQFkkrUdFqEnVHpdWrR6lJgUAlMF4qUnVJK1HRZSvJlWTtB4VUUxNamH8etePLXtNKokia1LqUf1XqVqSp27Xrl0xc+bM2LlzZ8yYMaPfhzMw8l5lLSIyWWWtWUCtGausFaObgFreq6zV5LfSWjGrqzXK6sd6uwvrQf3VUfmNh0d9Xf1a8eEAgPGuiMJNESut9brKWj8Cas1kucpaq4Dab8ZTmY3RTtYrrTULqV0QP8t0jGbyXGXtxnjF6LGqxfyj93ihpkAvijh/9u3bF3fddVece+65MXlyvqtsFinpzNbfTxhwL2JG65qkn7XTNPukmdG6iAaea6r/pevHNruenDp1aqxZsyYuvvji2LNnz6j72s1oXWsGanm/Wa0piWH9GQ41znGSGqTGoHbXKY26mVE4aU3qH+POUV+PbAZqJc1Ka42zWo9sCGrl2Tgw0RgPxt+P2dauEegVsSvR/iOi7azWzRqCPhJXJx6j3UzQrZqB0jSItZvVullDUJKgW8TLr2PS1Ilx3po3xB0XfzOe3/NC08ceE8eN+vr66opEY9GaehS9cg6lk7QeFVHemlSa3o8ialJFBcq6rUmluf5UkwKA4TNINakkOtWk0vRIlbUmlbQeFaEmlUTSelRE+ppUJ+pR+UpSTxBYG0EhJr2yhta6Dak1ElrLT9KV1IoIrWUbWOtPSG2kXn6sJ7mgHqRfH41BtZGE1gCKNSyBtYh0BZmyBNVG6iW01u0qakWE1rIIrHWzktoghtYag2qjxhJay4yaAr0QWEuv2wahaXFwRESsj3WJxyhTaG30tdSDKcfo3CA0svHoo5GslpNGksBaxNhryk6N4I0NQp2aguqP0xxESQzrz3CocY6T1CA1B3W6TukmpNYoaU2qsTmjG2kahI6MoxI/J2mT0E9jYqLHZ9Eg1Gnm6iwahLqZtTqL0FqnmavTNAi1Cqx1Ou80CWVDPYpeOYfSG6aaVDe9H0XUpIquR0X0PolSJ2pSADBcBqkm1UnSmlSaHqmy1qTShNbUpLqXtB4VkW1ord15px6VnST1hEkFHRNDblX13YWE1rqVNqhWc3Hl80JrGUsaVKs/b9XG3ENr1bNO7zG01v+Q2kiVSiXFrOzDcyFd0y6k1vg4oTWA4lSr1dx/7zwUGwoLrXWrjEG1mrmxL3FordugWs3/jkNyD639KI5OHVrrJqhWpEkxqefQWruQGsAwubH6gbYNQrWmoJrFcVbiBqHlcWFhDUKtPtNnef1UqXynZYNQmhmy+yHpNeV/jSvj3uaLPbR134sVDUIAUEJF1JfyNithbSWNNE1BacyJI3MfY0NMiYiIoxPWS34SMxI3CC2MX48X48WuH39dfDJxg9CeeCaWR7JJhBbHGYkbhH4Sj8SlcUWi5ySxJ56J6TG6IaWo8w6g34apJtWux6SImtSw1qMi1KQAYNiM55rU+ri369CamtT4rknlXY+K2P86GkNr3Zx311f+XGitDyb0+wCgW2/psBzogvj9+i0LF1c+n8l+xrNNmzbVbz3tZ9XGjI6otepZaUJnp0fZwmo13V4UVyqV1BfQZb3wrvzGw12H1QDojyJW6XwoNuQ+RqcP4/PjmPqt7ObGvo6P+cuYXb+l8b/jkFTPS+JHbZaWb+Yf4pcTh9X+Ng5N9Pii3RivSBRWm1QpbtUggLzcWP3AmG3T4uAxjUE1i+OsnI+oNyM/b7f/3L6ohzG+M+rPtVszH4oFqcfp5Jrqf0m8ulpSP3vpltZ9L5az/gEA410R9aWszYrZ9VvNz2JH4v10qkkdE8f13BjUqeFnThxZv9W8EMm7safFL9revyGm1BuDIiIeyXk+3ikv/ZfUdfHJrh97TfxJXBPdrcrTi/8cH4j/HGM/K7XTOAN2N34Rz0ZExNFxbKLz7vrKnyceC6Bshqkm1aweVVRNqpk861ER6WtSSa5B1aQAYDipSbU2KDWpbutRg1CTSqKImlSaelREuprUnnimfs6pSZWbwBqZWVV9d+5jNAutZRlSIxtZhNT6obvQ2ulR5qDaSK2Kh52Li72PUbRaSC1tUE3ADaA4Wf0O6ka/QmuDElJr1Cy01mtIrR86hdZqIbVeVlUrIrQ2KWGxK2lQbdRYQmvAELix+oF6Q1CrpqCRkjYIJZ1prlfdXzP11iDU7QzWWTYJ1RqCeg2qdfoHwcamoJMnph9LgxAAlNMgNQgdGoe1vC+rBqEsmoJGatYg1NgQ1Cir0FpjU9BISRuEftKwAlijKSP+q5kaUxONEdE5tNbYFPS6aL7qcTudZjKvNQWNbAyaGtMSjZGkQWhSnB4T49cT7X8kDULAMEhak0qqyJpUsn/Dy78mlXVoTU0KAMjKoNSkGkNqjcZzTSppPSqinDWpbutRRdWkapLWoyKS16Qm9dDHryZVrHzjnow7q6rvjpWVv8p1jLfEVbknlWsurnw+1lQvL2SsYZBnSG3Tqo2xYOXC3PZfUz3r9Kisu69ha/nDaa1UKpX6xXFZwmVZyjJoVvmNh6P6tcELFwAMimH8PVSzPu6Ni+Kd/T6MTMyNfXFNzMtt//87DonfjKdy23/Nj+LoODYeGbWtl4Bav0yKSfF8PN/y/rQBtaZjVW6L56vFhjEABs3yuDDujDKGfBdFxIP9PoiO8lhJrVqtjrnObDdz9ckTI76fvIcaACCxWjPQgXFgV4//WeyIQ+PwRGOsj3vj7fGexMeWRKdZrZt5IV6IiZGsM3ta/CLui5ldP/6RmBRHt6mZNPpJzIhXxK5R2zrNWj01psae2NP1GBH7m4Q+EleP2tZu5urXxa/FQ9HdJBI1i+OMMc1hnWaunhrTYs9LK6H1qpdmoGaur/x5XF9dkek+AcpscZwV62NdoueM55rUh2JBfDR660VSkwIAxpN2AbVmxnNNKmk9Ko0ialJJ61ERxdSksqxHRTSvSf1rzIzXxM5U+1OTKo7AGpnLM7T2sVlviIiItz35rVz234zQWntFrqRWbGgt92EKk3dAYGQorgh5roYmtAaQrTKE1B6KDfG6OCW3/V8Q78ht30W7LmYVMk6RobU8J7r42zg0Lmj7z4/ZaBZayzKoBjBMrq2+J26o3Nz145M0CE2Pc1/6Uxmbg4qRpkEoj4agmhe27L/WfP77ET9bFPHtiPi3Lp6XtkGo8k+VqP7HwZgxEwDGk2bNwuNBp1mNs1Bb/b3dZDpZyLsxqOYnMSOOjb2JnpM2tJZkVu+0DUIn51jzfEUcHT9pmAyqU1Bta8yIY1M2CAEMOjWp8imqJrXr5O6fpyYFAMNFTSo/RdSk0tajkk6iFFFMTSppPSqimJpU0tBamppUL6E1iiGwxkCoBdVq1s46TWitz4oMqo0aN+fQWmVdbfanRbmNMYyKCK3lGVQDIFtlK8jkEVprDKqlmTm6LBqDahNjb7zQYTafXuUdWvvfMTciIl4bP81tjIhiQ2t/HHPyH8cqa8AQyLpB6OWmoP3eFrfE2vjt1MeXn2JWWes2tFZEU1AvkjQInfHPL/9ZgxAAlFMZG4SejJ9mPqN1s4agh2NrHBPHJT28tiY1tBB0WgG+mU61sixCakkahHbEhIiIOLbnUdt7OmZERMT0HOtevxqnRkTypq00DULbY36iMdI2CL2p8oX4anV4JgYDxqekNal2GutREeO7JpVkEqWy16SSUJMCgPJTk8quJtVYj6ptU5PqrIh6VET6mlRSalLDR2CNXGSxylpjSK1R0aE1+hdSa5RHaO3loFrNgyG0lkzRK63lxSprAOmVrQgzUhahtU6rqQ1SaK3TamqDGlqrBdVqtsTsgQ+t/UtMz23fzQitAeNRs9Bas8agmvHcINRJXk1BnRqCpj8Q0TDZXkedQmsjm4JG0iAEAOVU1gahI+OViZ7TrEGo08zVWTUINWsMGnlfFg1CWa+m1qlBqNYUVPNATI1TE66Y1mlG61pT0Eg/j0MSNQl1mtG61hA0UprvSbehtZlxcEREbE+09+S++9I4ERqEgPEnaT0qYnzXpDqF1vpVk5qR8SprrepREWpSAFBWZa1JZRFaK6Im1a4eVbu/jDWpdhrrURHF1KSS1qMiiqlJJZlESU1qOAmskZu0obVOQbWRigytjedV1soSVMva2JBaI6G18UpoDaB7ZSu65KFTUG2ksofWOgXVBlFjSK1REaG1rDULqV0Yz8RtcVAh4wutAYMuzYzWi+Os+EFM7vrxGoRG14r61RTUq2ZNQu0agwAAkvpZPJHiOTvi3HhrouekbRDq1BTU+Ng0DUL3x6FJDyuRZqG1Zo1BNVk1CDULqo2URWitWVPQSGm+J+3MHNGsExHxmtgZ/5qwoavTjNbfbRhjJA1CwKBLWpNKWo+KUJMqY00qi9CaehQAkLW0obUialJJ6lG1x5etJpW0HhVRTE0qq9Ba1jWpTqE1NanhJrBGaSQJqo0ktJafMgfVelllrXNQjbTyXGWt+rVjovIbD+ey72aE1gDaG8SgWtJV1pIE1couTVCt7KusdQqqFSmrVdY6raZWZGgNYNAlaRCqxt6X/pSsQahslsf+sPGdBYz1oVgQEYtyqQFcWflc/c9/9v1kz53+QMSeX0n2nJMnRhyasLRoRmsAKKcyzmidVKeZq7My5aWazwvRZomPHu0tsIbxSEyKafFi149P2yC0LeFnhjShtbwnw2rWINTYFDRSVg1C7ZqCAIZJtzWpYalHRRRfk6pWfy2XffdSk0oTWktaj4pQkwKAslKT6k4R9aiI4mpSSetREcXUpNKG1tSkyIvAGrnqtMpa2pBaPw17aK3MIbVGSUNr6YJqVllLaphCawCMNegFlk6htSxCamVZZS2L1dTKGFpLE1QrYpW1tKG1TiG1RkWF1qyyBgy7l5uCXnZC7I7/F7/U9T7KMqN1rSno5a//W9wZv5/TaKNrJFnWAEY2BRXl4Y0b9//h2eSTImkQAoByKmuD0M/iiZjW5lqzsSnoZ7EjDo3DE43RaUbrKU1qPBNjYqImoU6zJzdrCDol9saGHOtL34kDIiLijPhFbmP86KXjT9qElMT0l2pEz7aZbbqZNLOMT41pccBL71s30jYIPRPJ/y6a0RoYdo01qaT1qIjxWZPKK6QWUXxNqpd6VISaFACUVRlrUp1WWWsWUiuiJpW0HhVRvppUEfWoiPQ1qSShNTWp/dSk8tN+7UHIwKrqu8ds+9isN2QaVls767TM9jVebdq0aaDCajWbVm1se39l3YP1W3pWZCuTIlc9E44D2K9SqdRvw+Ch2DBm2wXxjkxXVMt7NqB2rotZmYTVivS/45AO98+t39La0qYI1w//EtMTh9WKNqlyW78PAaAn11bfM2ZbNfY2DavVnBC7E43xtrgl8XFlZXlcOKYx6OX7/luGIy0acRur12vEKyufa9kY9P6TW0+E1cqMDjNgP7xxY/1Ws3Fa+/pSK5V/Go7rYwAYNnlNqterJ5tMprM4zmg5g/XPYkfiMR6OrWO2TXnpv1aSTrw0qcmcuHvjoLazV5/S5ho8je/EAfVbzb1xYKJ9PBBT297/o5hSv9U8m6K94ucd6l7TX/qvZlpMSzxGs+9Jt+N1q3F26nZ+GhPjpz1M6PWmyhdSPxegDJLWpJLWoyLGR02qWv21+i1rtXpUP2pSNWnrURFqUgBQVmWsSSWtR0UUU5NKMxF4mWpSNUnrURFqUnlSkyqnSrWMPx37ZNeuXTFz5szYuXNnzJgxo9+HM3Qqh+Uf/HjbkynWS09hZ/W3464Yjr86gxhSa6ZxpbXeAmrNWGUtqbx/vRQZJisyJAdQJsMSUGvlI/Gp3McoaqW1vANqea+yVtO40lovAbVm8l5lLSLarrKWZUCtiFXWaqy01h01BXpRxPmzb9++uOuuu+Lcc8+NyZMn5zJGWX2kkvx3ftKZrYua1bpVM1Ar6Wa1Tl4DSVMDSDJ79Z99f+yEWCPte3FqfOORNfHGoy+OyRP2RETErpNHP2ZkQ1ArC1PMbG1Ga4ownn+GMz44x8lLGWpbU6dOjTVr1sTFF18ce/bsv05Jek2XdFbriIj/X5yU+DlJJ2B6JmG9KIsZrb/TxQzMSWe2PjX2jPr6R10cZ5qV1hpnte7UoJN0Vut2M1q3GmtviqatxlmtJ02NuGDNIfG3Fz8V2/aMrYX2siqdWa07U4+iV86hfCWtSSWtR0UMV00qz1XUapKuptapJtVM0ppUmnpUhJoUAJRVGepRzSS9nosopiaVZkLwMtak0qy0pibVvXarrLUKqKlJ5StJPaH7WCMMgLWzTss1tLaz+nKh59yoDGxobVhCaiNtWrUxFi7McyWTB0NoLZlKpVLKGSPSqPzGw0JrwLhR1sJJlm6MmyKiv6ugZWVVh9lwsjIx9hYSWtu/0lry2Ye6tSVm5x5a+9s4dExoLY+V1C6MZwoNrQHQXJpZ81L56I/2//9Df5joacvjv3XdIHRN7K+p3ZhohP3yrgG8/+S/StwgNOP7EZufSzZT9cZpGxM3CVUq34pq9bREzwEAilGtVktV67oqro+IiK3xg9zGOD5OzG3fNY+8NNvy7IS1tVNib6oGoW5CaiPdGwcmahJ6IKbG4QkbWJ6NCYmbXn4eh8S8Ng08jabFtEQNQpNi0pgGoU4NSFNiSuIGodfEzqZNQk+0aA5K814BjFcnxO6uQ2tlr0klUURQLa0ialJp6lERalIAUFbjsR4Vkb4mNTEmdt2/VeaaVNJ6VER5a1JJFVGTalaP6rSSmppUeSRfHxBSqj5RTNhj7azsP4zvrP72qLBazblRnouKbmzatGkow2onzVgYJ81IN+NQMlmv2kYvBMgAslWpVEpVMMnDjXFTPawWUczqZ3mE4lbFIfVbTREfsCemmHE5mV9+6ZavLTE79zH+Ng6Nf4np9VteLoxnctv3SJXKdwsZByAv11V/L/FzTojdbe+/Nw4c1Rg0J9YkHqOjj/7o5dtL7vzoxxLvZnn8t7b3XxPfqofV9n/9J4nHiCjXxAebn9uYOKyW2Gn37b/F/gYhAKCc+j2x3u/GylH/j4g4LmEDz89iR9v7j48T67eaaopJNzvVyh6JafXGoIjOTSHNnJKgvtR4zZ2HIsaIiLgtDipk4qFJMSmmj/ivG1NSNGy9JnbGT2Ni/DQmtgyqjfRsyraUGZVbUz0PoCzGc02qUz2qWv21+m2YpK1JbZyW4DlqUgBQev2uR0XsD6rVwmoRyetREWpSeSpzTWraiPe6W0XUpEbWo7o9B9SkyqFSLcNPxZKw1H0xKoc9nPsYWayy1iyg1kzZV1kbxoBaRLQMqB346iJCZVZa61YRv2Iqv5H/z5SIiLjz2FJ8kADIWpkai/MwMqDWShErrWURjutmNbW0H7S7lf0qa60Caj/JeJyx8lppbUu8KiIi3hY/zGX/jfJsdnohjh31dbX6q7mNNQzUFOhFEefPvn374q677opzzz03Jk+enMsYZfeRyqcSP6dxVutO/3CwPS5OPMYYI5qBWlmeYlbrxpXWRobUmrkxPpB4jIhktYArK59LtO9WM1rve3FqfOORNTFv3ryYMKH366G2s1q/1BDUjFmth1/j56eiakV+hjPsnOPkpZ91r1pD0MSpE+I/rjk5/uni78cLe0ZPOJR0ZutD4/BRX3czc3UlxeSbjbWyRzo0qSSd1brdjNatrrfTTNbUblbrZuO8NcFqZjXtjqtVzWZF7Ew0RrerrNWaidI0hiWZ0fqGmBcRL7+/k6dG/M6aGfE/Lt4V+/a0O77uv4eN359d1Yu6fu54ox5Fr5xDxRjPNanGelQZAmpJ61ERrWtSEclWU+skTU1KPWp86FdNCoDk+t2HNTKk1kyaldbUpLqXtB4VoSbVjcZ6VBJqUvlIUk8QWBtBIaY4ZQ6tdRtUG6mMobXxFlQbKf/QmsBaJ0X/ask1tHZnY6N2+f6+AyTV7+JIEboJqo1U1tBaNyG1kfIOrEVkFVrrZiW1fENrWQfWakG1kQY1tNYYVBtJaK01NQV6IbBWnDQNQp+OwxI9PlWDUBcNQY3ShNZeF903BRURWIvoPbS2+bmN8eKLL8a///u/ZxZYi2jSINQmqDaSJqHh1O4zVBG1Ij/DGXbOcbLWr9pXs4agdoG1iORNQkvi9YmPK02D0I8S1n96bRDqZkbpLEJrncbJokGomzpNlg1CzWa9zrpBqNYU1OiM+EXXgbWI9t/Ddt8bzUGtqUfRK+dQccZzTepr1b9JPEbesgitZRlUGylNTUo9anj1uyYFQPfKMHFSt9KE1spYk0paj4oopiaVtB4VUc6aVNJ6VEQxNamsQ2tqUukkqSdMKuiYYJTqE8fkHlpbO+u0RKG1NEG1mnOjUprQ2jAG1boJqRXrwRBaa65fxZDq147JPrR2Z/NG7UqlougDDCxBtcGRNKhWMy1ezD20NjH2pgytdRNSK86WmN1zaK1ZSG2ktfHqQkJrF8YzPYfW2oXURqpUviu0BowbH44jIiL5P3bMiTVdNwjVPl9Wbsy3TvYf4syIiPh5/Lzr51wTf5IqtPY7lQ/G/6h+ouvH/0X1XYmahN5/8l/FOzb+SuLjSmrjtI2xcOEzuY9DuXXzGUqtCKAc+ln3mhWzcx/j5Dgl9zEiInYV1D5wSuyNP4mZiZ7zbExI3CDUTUPQSH8T0xI3CD0bE+LOmJroOUlNi2ljmoRaNQZF7G8IS9ogNCWmjGkQahVUq7k3DoyzEjQJNfsedvM9mlG5VYMQMK6krUklUURNqoig2u9UPjjq625rUknrURHlrklVKt8SWhsyalIAg2MQa1LHxYldh9bKXJP6aUxMfM1cRE0qaT0qopw1qaT1qIhialL3xoGJQ2tqUv1lhbURzBxUrCJWWYtov9JaLyG1Rv0MrA1jSC2it6Ba/qusRQit7VeWXyOZBNZahNQaleU1A3Rr2INqWYXU+r3KWtqQWjN5h9aSBdZ6Carlu8paRLqV1joF1RqVeaW1boNqIwmsNaemQC+ssFasdjNa1xqCGqVpEGoXWmv2uTJNg1C7Ga1rIbVGSUJrEd2vtPbehsclCa112yDUqiko6xXWjlm4vyZ1aHS3qlojDUKDL81nqDzrRX6GM+yc4/SiX3WvVg1Bl8YVo77utMJaRPtZrZs1Bf1S/FKCI92v3YzWrRqCftqmjtVMt9fMH4tDIyJiYopr7CTNQT+PV0ZExPR4LPE43TYIfS5mRUTEnBSzYCddZS2NNLNaX/fSa+rW1KkRX1pzQFcrrNV8Jw5IfFwRZrVuRj2KXjmHilVETSppPSoi+5pUP4JqIxVZk8paLzUp9ajhkPTzjf4lgP4pe02qG2pS3eu2JlVEPSpCTSoi3UpralLZSVJPEFgbQSGmeP0KrWUZVBup6NDaMAbVslxNLf/Q2vgOrJXx10fq0FqXQbWRyvj6AVoZ1sBaHqup9SO0lmVQrSbvwFpEp9Balqup5RtaSxJYSxpUG6mI0FqSwFqaoNpIQmtjqSnQC4G14jU2CLVqChopi9Bap8+SWTQItQqqjZQktNYusNYYUmuUVYNQp6agLAJrtYagRkJr40cWn5s6/h1vGKPb+pKf4Qw75zhJlX3m6pENQt0E1iLGNgh1mr06iwahbmauzrJBqNYUNFLWDUK1pqBGWTcJfa5JA02eDUJ3vFTzOS+SrbaSpDmodj4knWU8SWDtH15636YnnESjfoyag8ZQj6JXzqHiFVGTSlqPisimJpV3UK1dSK1RUTWpLGRZk1KPGky9fr7p6u94ypoUAKMNUk2qW8NQk0paj4oopiZVRD0qIr+aVNp6VEQxNamI7kNralLZE1hLSSGmP4oKrZ3zRG8Nmd0qIrQmqNYdq6zlo+y/NhKF1lIE1UYq+3sBUDNMgbU8QmqNigitfSIOy32M/oTWsgyq1fR3lbVeQmojlWGVtV5Dao2E1kZTU6AXAmv9MalyW+LnpAmtXRjPxF9U39X149M0CK360LpEj+91lbVOQbWaJM1BEWMbhLptCuolsNaqKWgkobXhlvXnpaYrKLYZo5v6kp/hDDvnON0q28zV7dQahLoNrEVETI1picZI0yD080j2dyxpYC1i7DVzq8agmiwahFoF1UbKokmoVWNQTdIGoXbNQXe0qPFkGVpr1SCWpEGom8DaPzR53zQIZUM9il45h/qjiJrUturbEo+RpiZVveaYxM9JKklQraaomlQv8qpJqUcNjiw/37RcQbHHmhQA+w1iTSqJYahJJa1HRRRTkyqiHhWRf00q69BaFjWpmnahNTWp/CSpJ3SOqELOqk8ck2torTphf1PmubmNMNq5UckntPY3Iy54jt2Y/f77II+Q2ki/+OGiAkJrD8Z4CK0NUpGi+rVj2ofWegypAQyiarU68KG16+KT/T6ETNyZ4oN1WtPixdxDaxNjb7wQJ+Y6RsQrIu/Q2paYPSa0llVQrWZtvLqQ0NqF8cyY0FrWQbWaSuW7QmsAbVw4onB/ZeVziUJr3Vr8oW+net70mJ4otHZN/Ek8GTsSj/M7lQ921SBUm5ypiGagiO4aghhueX4+qlQq9VpaN+OMfDwAYw16TasbM16qF+2LfYmetzt2d90g1DiTdbdmxwuJG4R+GhPjcwlqYC/ExMQNQs/GhHghjkz0nJ/HKxM3Cf1NTIufx9REz0niz2PmmAahVkG1kfcnaRKqRGVMg1Cnmcw/EDsTNwjdHwfGooYGoWZNQTU/f+lTSVIzKrdqEAJoI01QLY28g2qNK9ElpSZFWeX1+SZpParxOQCMpSaVjaJqUknrURHF1KTKWI+KSF6TSlqPiiiuJnVvHDgmtKYmVS4Ca5RCHqG1WlCt5q7DI85N3lfTf38z/Bc9eRJa682gFiaahtZyCKop3gCDZBBDa81CantiT0zN+UP5/nJEtqusNQbVTox98YOEswelkWdoLf+g2kjFhNYixSxQSRQZWlsbJ+c+DsCge756YeIZrX8aE9vOaH1hm0J9t6G16jXHtJ3RullILc0/EnQbWjswDky030btGoRqTUFl97M4PdWM1uoG5VPUZ6JB++wFUEZl+ln6ZPw08YzW/yv+e9sZrWc0abyYHJMzD601NgXNiOc7NoY0StIg9J04ING+a5I0CL1Q0IRQSWf+jojYHtMSz2j95zEzjo7nEz0nTWhtZ8LgYdoGoRc6BO5GStsgBDDo8qhJZRFU61STKmI1tV6DaiON15qUelQ5FfH5pkyfoQAGWZl+npa1JpW0HrV/3PxqUmnrUUmlrUklCa2lqUdFFFOTShtaK2NNimLlO90+FKw64dj6rZm7Di/mOM5NmQiv+5vKy7cmFvxoOGbc+b+7ilkp7hc/zDNMtiiGLaxWrVbrt0FUqVT2f2i489jRtxzHAyBb18Un266otif25H4MExN+WG7mzphZvzVzYo4zFOXphTix4LBazSvy2/XiX95/K8DaeHUh4xSlUvluvw8BoCfPVy9M/Jxm/zByYTzTNqyWVLMGoMUf+nbbFdU6rcSQ1IEv/VdzZByVel+/U/lg/c+bNm2q3/rl4Y3Ja1I/i9MTPPr0l27qBnTHeQKwX62+X8afi082rMzejf8V/33Mthkxs2ljUM3kFE0pu2P3mG2Vl/5rZkbCcFQn34kD6rea16ao373QoR73QsxsaAwa+7o7+Xm8ssP9k+u3lyV7v7bHtASPPTy2R77/gP3vMSn+vYB5jF+IaYU1BlUqdxUyDkCesqpJbau+LdNV1ZrVpKrXHFPIimqtwmpqUt3WpNSjSM65ArCfmlTymlTSetT+Y8inJlWTZz2qqJrUy5K/V0XUpJL8e3RxNamDEtekfh7TU42lJpWOFdYojV5WWWsVUOunc6MSd0XCwE+C1dQW/GhhbDq2mMBXnv7vro1x0oxBDOANV0gtYnBXU6vp54cFM1QBg6LMq6y1C6g1U+aV1loF1JopYqW1LFZZ609ArQCNIbXFcyLWb8992CJWWntbfL+wVdYqle9GtfqrhYwFkIe0s1r/buxKPFa3q6xF7G8GOrXypcRjJNFslbV2K6odGUfF/xePphqrbDNXP7xxYxyzMMuaVOvmIXWD8aM2a2mzfwzuxHkCjGdlrVc1SjOr9dq4Of5j/GVMjxnxYpf/bph2pbXpKRstutFsRutOs1e/NvbEloT1u2YrrbWfvXp3RJsZvZtpNqt159mrn4+sWiuaNQOtj3mxOP490X46zWrd2BD0TFTioIT/dt1pRuv9DUHVSNNEVZNklbWRzUSVyl1RrZ6belyAMkhbk3ph+YKofi2/AFkRK6nVdLuimppUO81rUuoM40cv9agI5wowvg1zTep/xX+PK+KaRM9Js9JanvWoiOQ1qWLqURHF1KSyq0dFDF9NqldqUsURWKNUkobW0gTV7jo84twdiZ+WnwQhtUZCa937xQ8XxYGvfrDHvQxfSC1isINqg/KBAaBMyhZaSxpUK7MkQbWipQ2tlS+o9oqI+Elvu+i0klpBobUiCK0B5OOF5Qv2/+HOf0z1/CShtaQ6/QNBM9NjeqJ/fOqlQWjQ/SxOj0PjvoatSVZeo9/y+DxUawpq3Ca0BtBZmWpU3UrSIHRFXBMT2swqnZU0kzrNiOdjV8JWgdnxQtyZcKy0TULJGn7SNQhF5Ff/2R7TYk4827Ct/azVWTUItZu5OqsGoaxXUuvUINRq1msNQsB4U69JRUTlNx7ONbSWp/9aWV3/86QE1yNqUslrUuoM5VFETSptPSrCuQKMP4NYk0oiaVAtjbSTjBdRkyqmHhVRTE0qWWhNTSo77VZhU5NKRmCN0ukUWstiNbWiQmttV1nrIahGOulDa8MXVBv0IkMZPzAo3gB0L6uQWhlWWcsipFbEKmtJlS+oNlLK0FqnoNqox+YfWitilTUAutdpRuuRDUE1f7n89fG+nENrD1T/U+JV1pKE1vbEnohI1hwUkaxB6DOv+J2IiHhPPJVojCKkmdF6f4NQcuoG5ZFVg1CzoFrj/WmbhACGXRlr/El0Cq1l0RTUaUbrZjWx5+P5RNd1SRqEPv9S883sNnWybCRtDEojbYtE8gahpK8nbYPQKbG368enbRD6WMxL9JykmoXW2jUGAQyLNDWpmkELrY0MqhVBTWo/NanyKKImpR4F0N4g16SKqEdFJK9JJa1HRRRTk0oWWiuiHhVRVGxHTap76lHFEFijlJqF1rIIqvXDqNBaDiE1q6zlSVCtbMr+gUGhDxgU/VplLY/V1PoVWst6NbUiQmudVlkrd0itB0mCaqOeNxyhNausAXSvWYNQu6agiN5Ca91KE1prpxZSGynNPyZ1Cq3VmoJqFp5/SGz8+8FuELqk9pE/5aW0ukH2Gj/XdPv+pv1M1Cmk1uzxmoQA9it7fT+pZk1CWc9e3axBqFMdLM11XSufb9LY8tOYmEODUBZNQZ1mtG72nqSZFKnb0FoxjU7rY1pERKLmoIhkDUIbYkri40orTUOQGa2BYZCmJjUoOoXUkl67JK1HRahJRahJZS1tPar22LxrUupRAKMNU02qiHpURPKaVJb1qAg1qbGSTKJU7ppUEkXVpNIG1NSkuiewRmlVnzgm4vD8LhSKWmUtInJfTU1orXudV1kbvpBaxGAH1YbpAwNAmRQVWssjpNaoqNDaV3P+UN+v0NpgBtU6FG/ShtT6QGgNoFyer14Yld94uPMDR0gbWqtU/i6q1Td39dikobVmq6w1C6qNlFVorVljUE1ZG4TauaRJSeWcasT/0SDUV60+y+T1/i6O//XSn9Znvu8a5wUwrIa5xv9k/DT+KP4s1zEmx+RMG34aNZvRullT0EjZNQhlXWtr1iDU6b1LE1prp/fX1GlG61pD0Eh/GYfE+xKuHtMptNbYFHRmPBn/ELMSjdG9ke/b7sTP1iAEDIM0NamI8q6ylmQ1tSxCa+3qURFqUhFqUlkouh4Vkb4mlSS05rwAhtWw1qSKqEdFJK9JJb2mU5PKOrQ2GDWppPWoiDxrUr3VoyLUpLolsMa4VmhoLWdCa91rHlobvqDaoBcUBvUDgyIfMEjyDK29Lk7JZb/9cM3iZRERsXj9t/t8JNmYFi/Gz+O1/T6MDDQp3mQdVCtglbWIYkJrRRJaA2jvL+OQ+p+ThNaSuiMOimXxRKLnpA2t/dErui/El7FBqNmM1s2agkbqpUGIdLr97NJtbabT56GXG4JetjUWx3EZNwipIwHDaFDr+0l8KP5b7mN876XrxlPi54mel6ZB6C/i4ERjpG8Qmt35gT3ZHZHwtWTTIJRto1OzBqFmTUEjZRVaazd7dbYNQq3es18KoTWAZMoSWltV+R+pn5smtJakHhWhJkV63Xy+SdIrpCYFkJ9hr0kVUY+KSF+TSkpNanzWpJLWoyKyrEllW4+KUJPqhsAa5bajmusqaxH5htY+sqkWIMs3gEVy+0Nr/T6KfAx6QWEYPjQIrQHjWWNQ7auxJt4UF+c+bh6rrNWCajXrFy/JPbSW9yprP69/f36R2xjFekXE4gPzHWJIQmtFrrIGMOiqXzsm81XWRobU0kqyytqbXiqo5/0b/2fxZM4jFOfhjRvjugXJangahIqRZ62oWYNQs6agkbJqEFI7AobRMNT322nWFPRCvBATY2JmY3yvyXXjhpieW2jtgYzraa3k3xQUEXH0S/9/uoCxno/kTUjJrI95kfS1pA2t/b84oOvHp28QStJAlb5JCGCQpalJ1fQztNZLUC2NYapHRahJlVnSzze9htbUpADSG281qazrURHZ1KSSTEKgJpXWcNSkktajIoqoSalH5UVgjfIrILSWtZeDavttOnZjLPhR/qE1q6x158DvrHvpT2flNkbRBr2YUPl4uqIrAL3LYpW1TqupDVJorTGk1mhQQ2s/H/M9OjAGPrT2+peCansKGCvv0NqsOfv//2S+q6wVGVqrVL4d1eqSQsYCyENWobVugmpJVlnrFFp7U0MR/cA4MH6R8Hd+p39MatYUdNVP/lesfsWlXY9RxhmtizDo9ZtB0k2DUOXCl/6OX/CjWPy3ya7xe2kQch4ADJ5Os1dn0STUrClopDShtXYam4JOib0dZzJu1GlG62IagiJebgqqOTiSNwh1O6P1nBF/zrO2VmukeTrHMV6evbpxVuts/fJL/09aW0veJFSp3B3Vavv6LkDZ9RJaK1KnkFoRNamk9agINSnypyYFQJba1aSyCq1lXZPqdE03PDWpo5tsOzjUpDorph4Vka4mlS60pibVXqXqSrRu165dMXPmzNi5c2fMmDGj34fDSAUE1npdZa0xpNZMEaG1iBiK0FpEZB5aezmoNsJ/GuzQ2qD/CG8aVPvDY4s/kBwM+vcGGH/ShNY6BdUaFRFai4hUobVOQbVGeYfWIqLn0NrYkFozAxZae32L1dSKCK1FZB9amzVnzKa3PfmtbMdoIt/Q2uhzajyF1tQU6EUR58++ffvirrvuinPPPTcmT85vNc9hk6pB6M7NqcbqNrQWEWNCa41BtUZJG4QiYsw/JnUze3XSJqGsGoRefPHF+Pd///eYN29eTJgwoad9JZ3ROqL9jNbqA73rZYKNZu9/vSlohKTNQRGRqDmo15ms/Qxn2DnHh8cwzWbdKaTWTLMmoQlTK/Era46OzRc/Ei/uGf3zv1NDUDNJQ2uN13SdZq9O2iAUEWMahPoXVGv0dIp9NmsQGlu/eVnWtbVmMz5307Q0WrsZrVt9j5M2CdVmtJ46tRpr1jwfF188Kfbsqf0M+OUWz0paW+u2QWj0eT6eGoTUo+iVc6i8UtWkpkZUb8t3lbWkq6kVUZNKWo+KyK4mlSU1qfJRkwIYHOO5JpUmtKYm1Yuju3jM0yn228+aVKsVyPKvSaUJrbVfZU1NqihJ6gkCayMoxJRcSUNr3QTVRhJaS6bX0FrTkFqjAQutDfqP7a5WUxvg0Nqgf3+A8StJ8SZpUG2kIkJrSQJrSYNqNWUOrHUXVBup5KG1ViG1RkWE1rIIrDUJqTXKO7SWfWCt/Tk0XkJragr0QmCt3LpuEKpdgvzt5lTjdBNYGxlU6xRSa5SmQWhX7Ez8nH6E1rIMrEVk0yCkPpCtLBqEmjUFjZR1g1BjQ1CzY+qWn+EMO+f4cBn0BqGV8YmIiJgQya8pug2s/TAOjoiIZyL5e5VmlbUNMT3h45M3CG2PQxM/J52jEz7+6RRjPJ/w8VnU1lo1BtX03iDUzfc1TWhtdGDtuC6elWWDUOsZ28dLg5B6FL1yDpVXosBawz+LZR1a66UeFVFMTUpo7WVqUtka7zUpgEGiJtWZmlRaR6d4ztMpnlN0TapTPSqiiJpUNqG1VkG1kdSkspSkntD63YKy2VEtJLTWraRBtZpNx24sLLQ2nnUVVKv50rrSh9aGoWDQVVCt5mM/GrjQ2jB8j4DxrVqtti3e9BJSK9qe2NM2tJY2pDbS+sVLcg+tnRj7EoXWkgfVag6MUobWug2q1UyN/ENri+ekD611EVQrytvi+xmF1kp43gDkoPq1Y9o3CTVedlzwK6lCa5XK37UMrTWuqJa3A2P/7+E0gbVulbEpqOYjmzYmbhA6pxoxr/I/46+qv53TUY1vnT6vtNOpKahm/QVLEjcIbY3FYxqE2jUF1Y+pUlFLAoZWLz+z+6XWEDTSi/Fi4gahF+KFtg1Ctaagmv8/e+ceH1dZ5//PpE3a6TVQWkpopVCKpSCtpEplRUDl1sqCKxcjFqvgouBKdb0AgoAgBVf4IT/F9YLyAzRVYEVZqoIrsLhQbQJFLostLZWWUgqF9Jq2aTK/P2ZOcnLm3L7PeZ5nzjnzefuaV9pk5jyxHdLJO5/P9zsSJXFAaBlGxwoINSoOQgKAd2FX7IDQBtgqNzihE2lwpxnxA0KOi5IG8VXdWpxQkMMkSANC/xd7YQ52iB6zHQVRSOgD2ITHMRvACgCmNvqMQvXfSXTMpVB4sG4CQoSQfCL2UQaw7aMAdSe1cN2dsUtrdFJEAp0UIYRkBzqp7DspCXaclKqPkmLTSUl8FGDDSUl9FFB2Uv+Fo0SPkaPmpEg1/FMjxMWSCeFb1lRLarWgddXsXGxZe3ZLh2jLmqiolgGyLglEJbUMkvW/H0II8eInb3QX1X6Dditb1vxKazqKam7SUFpTL6mlFGlJrRZIS2sKRbXF495nfMuaemlNHsAqFB6vmy1rhJD84hsSCgsGaSitRYWCfoNRoqnWwzE8dKL1cFT/OzwB+2IjXot9BhAdEEpzKMiNJCDUUvhJ/6/PL/yUASFD2Phhs2pAaCnkk9wZECKEkNrjFwpyozMg9CLG+t5fZ0AoKBB0NHbicZ/XemFEldaqQ0F7oD964DcZeSj0l9a8fzZ+YRSdTKq87TJ2wqmV58frMSesq7BG+e97IuQTrUdBzUmxtEYIyTZiH1WhcObqRFvWwpyU1EcBdFImoZOyA50UIYQQ3dhyUt6imps0Oim5jwLsOCkbPgow66TM+yhA3UlJSmtpd1L0UdUUSnz12Q9X3WcEC1vWvKU1E0U1W1vW8lBaAxBaWtNWUkvJlrU8fFnWVlRL6Za1PPwdEUKIF7dkt7FNzUZpDQCumXOa8TNMl9YAVJXWzBTVarQtS3dJzfSWNYew0pqmbWqmS2uywlry50feS2t0CiQJNp4/PT09WLJkCebOnYvGRjuT7fJI3Km4AJQKawDEWxCkISFvQMgvFORFGhACUBUQMhkK6uvrw/r169HS0oKGBtkP8KIIK625Q0FeGBAygygcNHNV+e00+TlxA0IqoSA3cR0Tv4aTvMPneD5J60TrqECQH9KAEACswjgAwNAicEb7Xrin7S3sCXEW0oAQUA79SJCW1gBUhYSip1frCAj5FdW8qEy27vL8PurPQxoQCvv7mBTw/i7hGcETrU8NmHKuUloLCwh5Q0HDisB17SPQ1nYIurslZ8UNCO3xvJWT55AQfRRJCp9D2UDko1xIS2uSjWpSHwXk00mZQtVHAXRSprDhpCSFNVtOihBCsgid1DjR/dPopOQ+CrDjpGz4KMC8k+oSXh9Io5MCgFVoFZ9hy0nl2UcBMp/ADWske2wsGS+tLZkAdP7WbNGrc2qHldJanjetad+mdtdDNSut5UEEGNmmdv2qVJXW8vD3RAghbmopaUxvWnsI441duxYchh4shemyj8qqeEVMblIrwk5pzW/Tmqaimi2it6zpfT5w0xohpO5Q3LImRWXTmhTVqdYf7/iQ+Ky04bdpLSoYRMwROdHaCQS5WQlxQChqqnXSUJADJ1oTQvKMjS0EEs7AAivnSENBDpKp1s+jCYA8HKS6ae1+kWdTnWodp6TmRnWytUn35efWgopqDs2QhYQmwRsQCgoFOYxHr5ap1urTq1Xw+7tV+Tsvw8nWhBASjHuD2xzB41Q3rUmpVydFH5U+bDgpWz4KoJMihOQbOilz2HJSch8F2HFSafRRgNxJNUNeWkunk5qKTsXSWhD6nBR91AAsrJFsYrC0ZrqoNugsw6W1PBTV3Dy7pQOzXzA8+chiaS0v3/gbKaqliLz8PRFCiEMcKfM0llnZsmaitOYtqs1Z+jiWzjFbkFk652ijW9aWnlH5/O8xdoQLw6W1CyoCaoW5IwDYLa2tNHf5xePeZ3zLmn9prUbb9gghJAOU7j5INtVaUlqbN6v89gFzryt+g18AAP4RZxs7A0DmQ0FerunswPdn/1X0mPMLP4010dr7+pweIhrfHzb7hYLcaCqt6QwGOTAgRAghZvGGglbieUzDDNE1+tAXOtFaVyAoqrTmhIIcfowxOB9btJztx/04tPKrN4SPlASELA3/KVY+H5EvGgX5ROvhAPYRPqYZ0tLaqfhf0QmqASHJYw7EcjwvCghNRPVE66jwj3ppjRBCsozYR1UonLk6cMuau6imiqS0RiclR8VHAXRSJrHhpGz5KIBOihBCTJMVJyX1UYBZJ6Xuo6SoOimBm1DyUYAdJ9UMldJaGp2UHDop2xRKfNXZD1fdZwzNhTWbRTUvuktreSuqAcAvKpOD/u1nmreq+WG4sJaHL7uFH7te2Gz6i/kDa7BlLQ9/T4QQ4kZlepCN0pqOwlqcbWqmS2sAtJfW+otqbqyU1gDthaULfCYlmS6tmS6snbe7/PaSajmnG9OlNQBYjEOMn+GQ1y1rdAokCTaePz09PViyZAnmzp2LxsZGI2fUE6KQUFhhzSmpeZijUFoLCwg5oaDB95cHhMImWtcyENTX14f169ejpaUFDQ3BP7hTYXZT2Umdd4TaFOuggFDY63M6iWC+Xvg//b++ZuZp8gsIS2sAgHvMe6mov3N+DSd5h8/xfFOridZR06ulASEAVQGhOKGgoUXgjPa9cE/bW9gT01V4Q0J+wSA30oBQ2ETrgVCQF5WQUFhpzS8UNErhjJCgSDHg/G5p4Cfm/cdV/j9tUgmvdMW72/Hln8+d+vBj4hMkQR/nObgjJBTnMKwIXNc+Ape17cDz3SoTrddF36UKlT/jiSiVvEObsg99FEkKn0PZQqW0BqC/tBanpEYnlQ6S+iiATko31p2UBR8F8O+cEJJv6t1JSZH6KMCGk7LhowArTkrsowA6qfiobVmz4aTy6aMAmU/ghjWSXTRsWatlSU03eSypAQNFNYcvn3OC+dKagS1refkGf1BRzSbXr7JWWsvL3xUhhADJ5YuNTWtJtqzFKarZRMemNd+SmpszYLG0lhC/kpqbQ2C2tGZiy5pTUnNz/W7jpTWTm9YWw3+6qkkKhcdzW1ojhBBf/LasBRTVHJbOO1ocEPKbau0XCnJ/TBoQmoB9qwJCeQ4Fubntr59SCgm5p1rHfX3O6cbVuENBtrjgnn8HAPzAwln8OyeE5JFahIKiAkFuVKdav2TBR41ECcswzNj1j8bOqoBQcFHNYR/o2bQWNr16G+QBIZ/pxkFFtf6Pj1IMCfkwzuf/z7ihCgGhZoQGhI4f/PO5+48/RhwQippo7TdNfQT6RAGhqegUBITWVN6ajqwM/B0VCn/NbUiIEFIfKG9aE2xTo5OqLV4npeqjADopXdh2UjZ9FMC/c0JIPqGTUsO0jwJUnJQNHwVYcVI6fRRAJ+UhfU6KPsoNN6y54OSgjKJQWktjUU11y1oei2rekpofWdm0locvsbFKaja2rAEsrRFCSAxMiJe0bVpTLaqlectaZFHNi5XSmuKWtaiimhvTW9YAPaU1v6KaF8OlNd2FNf+imt2ZNnkrrdEpkCRww1o2EQeEFP5NUplqDdwmurfKVOsTO8y/PpSga8OaX1HNi0pI6DZ8SvwYuokyUaEg3ROtnVCQlx/g3+TnKBD0986v4STv8DmeH2o1udpxV9NwmPixcQNCoyqhlWdQFF1fumFt8Zz3AQCmLv2z6BzpRGsAuBTvFD9GbbL1JOH9FaZay/5akm9Z8wsFedEx1fr48J/R6Zhq7RcK8hIWEHJvWNtVeY6HB4TW+LxPxUmF/fmG//3kKSREH0WSwudQ9lDaskYnlXqinJRqaY1OSo04JTUbTsqWjwL4904IyT5Zc1KSwpqqk5Kg6qMAW07Kho8C6KRcZMBJeZH7KMCmk8qTjwK4YY2QQNJYVHPonNohKq3Va1HNIc2b1vLyTbxom9q4d9srrVmAE4QIIVmkVvJFF1Gb1nRsU5uz9HHjpTXpljVxUc0qwyEqrUmKag6mt6wB6pvW4pTULKJjy1r0NjW/SVOEEEKCiD3V+qzfld/+v5ONfj5Lryq/rphzlSwcJJlqfdlPvgMAOBF3yT65FBOnpOYmyWRrCfXuJuJOr77i6V/LA0IrURUQCiqq9X8cX7YSEqr3v3dCSDapdSDIzUo8Jw4IRU21HuUJqrwD3doDQk4oyM2qOUeJQkI/xpjYAaGfq4RvlBD8nEmZrsrbZtnDxFOtRwHjhH9uqlOtj4/vZlSnWq8x7H/8p1qvCXmEipPymWQeOTGdEEKyj2jLWsqdlIR6d1K2fBRQ325Csk3NhpOy5aOA+v57J4Rklyw7KamPAuw4KamPAmw5KcmmNRs+ClB2UmLopOIi91GATSdVz5vWuGHNBScHZZiQLWtpLqn5EVZay2NJDZAV1dykbctaXr6ciopqXmyU1ixtWQPy83dKCKkPTIsYG1vWgOpNazqKam5sbFkDwjetaSupWdmyBoSW1lRKan6YLq1JCmtJimqGt6wBapvWootqXuyV1vK0ZY1OgSSBG9ayS2hAyAkFuVEICIVNtHYCQVWPueo88TlhpTUnFOSm44j0BIRUNqy1frLsowo/k58XNyCkMsXaSz25icJtz/b/+orzZd5PZar1BU+Hl9S81HLLGr+Gk7zD53i2sR0OiuOodGxa8wsGuYkbEArbsOZXVPMiCQmFhYOCAkHPhK15CCQsIBT0MyapQwr78+/yf3exWXgGYpbWKm5snMLPzyThoPkVH7NOfkzcgNAjlb+HKaGToP0Jmmjtt2HNYRXGCU9RcVJqP9fMS0CIPookhc+h7JIXJyX1UUC6nJQKdFLpIomPAvLvpAghJM3kwUlJfRSgZ9NalJOSltbS66RUMk0WnFTsIUrpdlKSwpoJJxWE3EcBdFJyJD6BhTUXFDEZx1Nay1pRzY23tJbHoppqSc1LrUtrefkSmqik5sbWljWW1gghpAobIsZWaa2Izxu9fq1Ka0a2qdWqtKarqOZgurAGhJfWdG5TM1xakxTW5EU1NyytSaFTIElgYS3bVAWE/EJBbjQEhIJCQYMeo6G0FhQMckhLQChuYc0JBHnRHRDSEQpyk3c34Q4GORgtrFV+lnvBUlk4CKhdQIhfw0ne4XM826TVSamU1t6Jd4vuHycg5C2sxSmpuUkaEIozuVpPQCjOz5mSlta6oh+iNSDkM8RJd0BofoB/0Vxae8Tnz15XQMivsLYAbwIArhA/tyQ+KvnPNvMQEKKPIknhcyjb5MVJSX0UkB4nFRc6qfShw0cBdpyULR8F5PvvnBCSP/LipKQ+ClArrdWvk9JRWuuKfkidOimpjwLMldbUfRRAJyWHhTVFKGKyT2dnZ60/BRKBrqKam1qU1vLypVNbUc0Nt6wRQkjNSKuMictZ+CQA4H6MNnaGg63SGiZZOMNWae0Cw9evRWlNZ1HNocZb1pKV1NzYK6wB+Sit0SmQJLCwln0Kd98qe4BCQEjlZZhKaW3pTzaI7p+GgFBUYS0oFORGR0BIdyjIIY9uwi8U5EVraS3gZ7dZKa3xazjJO3yOZx/TTsp0OOgwzAIANEH2Pb2ksNbWNg7d3Q3AnImiMwB5QGgE+sRnqAWEVJCGhIQBFi1b1nxCQW50BISCQkFuNJTWgoJBDtKAUFhh7bm2V9DXXf26VW9pTf/PNbMeEKKPIknhcyj75MVJSX0UkA4nFQWdVPqIclLaS2uanBRLa4QQ4k+WnZSqjwJkhbXFOKT8C6GTkvooIM1OSqW0RicVF6mPAvQ4KQenqOZGf2mNTsoLC2uKUMRkHxbW0omJkpoXK6W1kSegdHo+vmQaKaq5YWmNEEJqRhZLa05RzU3mS2sfrbz9k7kj+jFdWLus8naT4XMAO6W1jxkoqXmpQWlNX1HNDbesSaBTIElgYS37iMNBQPyA0OmVyYqvyL/XloSDls67rfyLj8wTnZGGcJBfYS1OIMiLSkAIln6WkBc3Eaeo5iZxaS3Gz2yzEBDi13CSd/gczwdZCwg5oSAvOktri3EIisU+tLdvGiisAcZKa6swEgDwDmwVXz91hbVxlUnWm7rkRygFhLzTuSNQCQjNlT9EpbQ2+uFlse+rY6L1p4pv4bD2/QMLa4CO0pq5n2vWUziIED/4HMo+RgtrFpyUqo8C0uGk/KCTSicSJ6WltJYTJ0UIIVkgD05Kd2mtv6TmxVBpLf1OSlBYo5MqI3RSEh8F6HFSfkU1N3pKa3RSQUh8QvR+PEIyRGtra60/BZJHRp5QvgEo3Ge+BGCKwrJC/8044+RrisVcv8r8GRVslD8IIaTeOAuf7L/5caqCxKg5H3XdHN5r4dwzDFzzMtfNYZyBc7wEODMtnLe6fLPB9eZLcYvHvQ+LcVD/zQxyQaRKofBHa2cRQogJSmdeKH/QJ34X/vHT3z0QDAKA/eXfay+96rbwj8+7rf/Wz70PiM6Y/dePiz+vXHAErAWDgPp1E9f8+ATR/a94+tflQJBzM8AF+LKZCxNCCAnlachCDwCwEs9Vve8wzAosqwHAbsi+p39H1Tr3cigoMBgEAEvlG0TCWIWR/cEgAHhGYRDUO7BS56cUQtSk6FEDwSAAGNcsP6K7K/5951RuUjYJwkSfrtxMM7NyE7BGYVjRCPRhAd7sv8XhGvHzaw/KgSDnZo5C4T+MXp8QQkwjdlJxfZQlJ9WP0EcBdFK2qEcnJfVRAJ0UIYTkGRtOSuqjADtOatWco8I/nhknFdNHZcFJSbDhpBR8FGDHScl9FEAnZQYW1kjuYGktfZzd2WH8jC+fI5cFkbiKam6yVlqzVlKrBSytEUJIFTamnanIGIewkppt5ix9XM+FvCU1L1kqrXlLal5slNZ04y2qFRVGU6tgsrR2ceVmBdOltZ1w5CBLa4SQrKOttOYNBbnRFBCqCgV5yUFprfOnch9VOifiDkfAeiiIxOeaO76Ia+74ovhxP5jzGfFjbAWE6KMIIVkirU5qJZ7rDwSFFdXcqJTWnEBQaCgoAX4BIW8oyE16A0KAb0jIGwoa9LFmvcfPQXUo6HiFAEpUac0bCtpffgQmRXx8JqqCQVsXyia/SwJC78ZuvFshRCdjD+wMUXqxcquvgBAhJJ9oKa2F+SjAjpPKSWmNTiofSEprdFKEEFJb8uKkVEtrdFJxEfooIJ1OKq6PsuWkKkh9FGDHSclKa3RSpiiUuL+3H666zxednZ21/hSIh1+0ytfeS/m3n8nXsg/Cp6AWROn09H75jFVQe9pC4nzTX8xd+5Kp5q4dAv/ZJIRkBRsSWbL2XrWkdr+CyJCydM7R8geFFdSC+JPCY6Tco/CYsIKaH5sUzpCyIuHj42xS646yKxq4pEnv9fxKal+3VMBTmG4UTvAEq1Lp/ZrPsgOdAkmCjedPT08PlixZgrlz56KxsdHIGaRM4e5b5Q/a/HXZ/V9R+H5bZebAR+aJ7t5xxF0KhySnr68P69evR0tLCxoaBs9oa/2k3EcVfuZ5R4rCQHnwEoXbnhU/5orzg52fbyDoVvmQowuW/nus+/0A/ya+dlJ2797Nr+Ek1/B1Sr4w7aQkPuof0QYAaFCY4dqEeN/TP1NZnxAUCioW+9DevgltbePQ3e35POZMFH9eWCr7d/Qd2Co+4hlMEz9GiXHSQE6X7P7F5sG/jzO1+mHB5jQH7/+PqMnVr8iPgFf/xJhcPfrm+N8ATAkJ4wSFgaZgBwCgoVjAYe3747m2V9DXHf5a9YrQ55bf56Db370Y+JFS6Z80n2UH+iiSFD6H8oXYSUl9FGDHSQl9FFA7JxUGnVT6oJOSk4e/d0JI/UAnJaCenZRpHwXYcVJSHwVYcVISHwUkc1IS6KT0I/EJuhNnhBASyNmdHcZLa18+5wS10pqgqJZmRJvUZm4yX1ob9279pbUaFdUIIYRU8zSWhQoZHZvUTsVWK6W12KgU1dKKtKjmMA7mS2uHQK20Fqeo5lBcZ760dv3u5KW1qE1q35hksbSWlOCSGiGE1CsdB5WnEs5+yuAhn6p8H73M3JbyNIaCHDp/2iEOCJXOAQrPGPqEElIoFDIfFCmdd7g4IHTNj0+oCgiFTq6+cKpSQCiIWgSC3IwdOxbt7e01/RwIISQtRPkoJxDkpg994oDQbuwODQg5oSCHj2KFPCC0dEP8gJAz22Wp7IhnMDp2QMhaUW1aJVDzpuFzuruA45tljzl+H3lAaNMbwCWCsNP+kAeEJqHs5AyxBkOrAkJRU6vXYIQ4IHQNVvoEhMImV6+DnoBQcCjIoVD4j8wGhAghRIoVHwWoO6l7H4hdWqOTsgedlOt9deSk8vD3TgghuqCTkh0hwYqTUvVR45rlpTUbTkrqowArTmrrwneJSmt0UvXhpLhhzQUnB+UPbllLH6nbspawqJaWLWuiopqXLGxaS1lJjf90EkKygo0ta0D1FCEdRTU3Nd+yprOkVusta6olNT9Ml9YkhTVJUc2NjS1rgFppLaqo5sVKaU115o28qJbFLWt0CiQJ3LCWP8ImWjuhIC+znzpJdkjYROtPBXwf/VmFsERIQCgtoaCwDWsOcQNChXMqf0YpcxFu4ngJ7/cCJlzGrpWDzxg2TXaGylRrNL1Ddn9hQMg70brWoSCHYrGI9vZ2fg0nuYWvU/KHDSfl9VF+oSAvOqZae0NBXrwBodANa0B4OCjoW+Pr5P+GhpXWrIaCvEhDQnEDQnOay2/D/7r8kYSDrqr8/5KqD0k4aHrl7evCMyCfan2WwoTqg4rdsTesOVyBA4WnqDi86ECQH1kLCNFHkaTwOZQ/pE5K7KMAOikBksIanVR8Uu+kNGxZS4uTApiRIoRkCzopARacVM19FODvpFSGKKXJSan6KMCKk5L6KEDNSaltWqOT0oXEJ7Cw5oIiJp+wtJY+al5a07xNrValtUQlNTdpLqxlXMQRQkgasFVa+yaCfwCmg5qU1kxtU6tFaU1nUc3BdGENCC+tqZbUvNgorUkKa9KimpvUldaSbVTLWmmNToEkgYW1fOINCAUV1dwkLq0FhYLcaAgIpS0UFKewBoSHhPpDQW4y6CXCXv/rchneUJAbSUBIEg6afF45FLT2ztgPKaMy0Xpp+v7eWVgjeYevU/KDLQ/lcAVuEj9GJSD0N4wV3d8dEIosrAHVAaE43w5rKK3VtKjmRmdpzQkFudEdELoq4P+TztLa9ID3GyqtbcU7AQDn4X/E15cU1q7AfpVfDRefEz8g5PxFqHmyPIeDCPGDz6F8InVSWkprdeqk4iD2UQCdVAB0UrWDGSlCSNqhk1IorAFWnFRNfBQQ7aRM+yjAjpPSXVrT5KTiltaSOClJYU3dSUkyZXRSQbCw5oIiJr+wtJY+alJa01xUc2OztKatqOYmbaW1FMs3N/wnlBCSFUyKmTOwAADwTrzb2BkOVkprN4dsWtOJjdKagosSU4vSmq6imptal9aSlNTcWCmsAeGltWQlNTcsrJF6goW1/KLipMQhoZMU/kFWCAh1XP2W/BxLxC2sAdUhocBgkEOKHYXjJSSv95O4jLBQkBtdASEnEOTFVEDoyqX3AwCuxkLhAeZxCmttbW3YsUM+MZKQtMPXKdnHdihoPi4CAEyB/N9pSThoGIYBAP4qDDKIC2sAcFnIVOsgFEprgMI5UuKU1NzomGodFAxy0BEQCiqquUlaWgsKBbnRGBByQkFupAGhoUXglPa9AwtrA4EgL7pLa35/+PkPCNFHkaTwOZRfpE5KqbRGJxUbsY8C6KRc0EmlA2akCCFphE5qMEqlNStOyoKPAsw7KamPAuw4KR2ltQw6KSC8tKbPSUl9FEAnNRjJaHRCCNHG2Z0dxktrXz7nBPzbfUaPsIqRoprDzE3mS2vj3h1eWkuxbAuiUChQyBBC6hKnpObmKfzFeGntVGw1VlpbioOMXLcm/OP68tsXWsyfNQ7mS2uHADjGQEnNTXGd+dLa9burS2u6imoO35hkqbS2B9U6QV9RzaFQ+GPmSmuEEGKTjnf+HgAwG2b9Sh5CQW46f9qB2X/YK/4Drl+VWmdh6wexcUNB7vvHDQiVzju8KiAUFArq//h8YUDowqmhASEnFNT/e9yc6oAQfRQhJC3YDgQBA6EghzVYJQ4I9aEvNCDkBILcHIGdooDQR7FCEBBSKe0oMPPw8tunQ6Y0J2WSMBTksDfkAaFxzRAN5O6GPCB0/D7AscLHDIdMkewPmJ7RtXXhu6oCQn6hIIfb8A9KASEvwaEgh52QP//XoTokFPYHPgkqAaFC4T8yFRAihBAddLzz97FLa3RScsQ+CqCTgtxJSbDipELw+iiATooQQuJCJxVM6pyUDR8FqDspKVIfBdhxUlIfBeTGSa3BiKrSmn4nJfVRAJ3UYLhhzQUnB+UbbllLHyYLa2fP/zgAYPZH7jJ2hhcTW9YKPz934DfTNFmPMGqxaS2lgi0u/GeUEJIVdAgbv6KaF9OlNd2FNd+i2s2WJvvo3rLmFNXc2CitAeZKa3MqaaXGLkMHuLCxZQ0AXg3ZtKYLa5vW9lg5JSulNToFkgRuWMs3uresOaGgQfefoOBYQiZaZy0QFHfD2uwXKv+/1gmHFYjchfP33So7wyJxXIaOQFBUaW3P8wNnHDRDdm2lcJCntOYXDHKTpoCQe8Nad3c3fRTJHXydki3SEAryomOqtV8oyIvKVOvgDWs+17qsWXR9AOETrZ1QkBedIaGgQJDK9Oi4pbUjKm+7hdeXfE6OJlL5EVbcgNDkytsuhTOEE60BADfLPE7cgJCzYe23bW/iB91jFT4xlYCcJIiW74nW9FEkKXwO5Rs6qXSg7KMAOikF4gxRsuqkhD4KSJeT8kInRQipJXRS8QgvrAVcx4aT0l1a0+WkTPsogE7KkJNycxtsOClpMZJOyoGFNRcUMfmHpbX0obu05hTV3GSxtDaoqOaQl8IaAHza9CoWu/CfUkJIVlCRN3FKam5MF9aA5KW1WNvUslJa8yupebFRWtP9T/scHyOU9dLa2KfLb194l7kz3Jgsrc2p/DktXWPuDA9ZKK3RKZAksLCWf3QEhPxCQYPuryEglNVQUFhhrT8U5EVraS3o7zd7ASHdk6v9QkLuUJCDNBwEqJXWrjz3ZtH90xIQYmGN5B2+TskWtsJBUYEgLyoBoaIwwSItrAHAr4sHewprEdfQERAKKqq5SRoSijO5WmdA6IiA9+ssrQVpId0Bock+7+tSOCNuQMjRnJfIBw/FCQg5hbW2tuHo7t4uPkMSDhqNrQCArThQeIaCJ5s2C6UVCsUCy9BHkaTwOZR/6KRqh6+T0l5ao5PyI6i0VisnJfVRQHqclBc6KUJILaGTik91aS3G4204KR2ltTQ4Kd2lNTqpQUgKa7dh/8qvtonOKBPvvyt1HwXQSZVhYc0FRUx9wNJa+khaWvMrqXnJQmnNt6TmJeOltXmfLgeNH8Ddxs6oFfznlBCSBSTyRlpUc5PW0lqsopqbNJfW4hTV3GShtOZXUvOSxdKaU1Rzk9XS2hyfPxtLpTUW1kjeYWGtPrDhpFQCQh0bOwx8JnbxK6wFFtXcJC6txfk7TX9ASHdJzYsTEvILBbkxGhA6t/x3dSUeE10/LeEgp7DGr+Ekr/B1SrZIazgIiB8QakT5eTYUQ8VnSANCQ4vAGe17oa1tf8+GtRBUAkIPyB8iDgnFCQS50bFlLaio5iZpaS2OCtIREPILBbnpEl4/LBwUpDU1l9Zuw/4oFktob99ZKawVoDsg5ISCvBgrrU2bNei3aQ8I0UeRpPA5VB/QSdkl0klpKa3RSUUR10cBBp2Uoo8C0uOkHJiJIoSkgbQ6KUlhzaaTWhxLqniw4aRUSmtpdFI6Smt0UoFE+Sh/zDspo6W1HDupmFacEELMcXanmoQ6e/7HY5XVAKDj3nj3qwWFn58br6wGACvnm/1kAGCm/u1n8z79/v6yGgDMw5naz6g1tVg5TQghUqJE8hlY0H9LwlP4S6LH62YpDpKX1QBg4Qb9n0xS/nG9vKxmC9XO+5w345XVAKCnWfEQAUUNJa+xTw/c/Ji+LPkZtpgzaeDm+/EpVj6NQuGPVs4hhJCsIwn6dGzsyF0w6NgVXZj9wlvxymoAMGm17IDrV6EcCHJu2WbXyoLxshpQDgbFCQetfl7zwed2DtwqXI1jRJe4Ejdr/qTU2Lx5c60/BUII6cdWUPFOfE/8mDVYFfrxxsr/HPZAXt45InRM8WAWY2/ci73EZ4jYUbmZZNo+5ZsUleDO3igHgpxbHKQhpG6UA0HOLQ7hTy1/hqMcCHJuUTQLrz/e530TERwMAoDr5YG42/APPu/bPyQcNEp8ht/479HYGlhWK3/8JYVzApg2a+DmoXCI8HsGQgghkeTRSTk+KpaTkvoogE5Kgbg+CjDopCpIfRSQHidVKpVYViOEpIa0Oqm4PsqWk1qMvbEYe4uvL0bVSc0UOKY0OymVUlxanZQUC05K7qMAG05Kq48C6sZJsbBG6o7W1vROkCHxkBTVakHhvnjCQ1RUc5OR0ppTUnMX1QZ9PIelNUIIyQJ+AkdHSc02p4aEFYCBkppSUc027434uFNSS1JUm57CkpukqObGRmlNlbCSmhcbpbVvJNgWF1ZSqxEsrRFCso4tJxUV+MljKOjYN441f8iIyk1M9kNEaWaynybzhIK8ZKm0xlAQISStpDUgBPiHhLyhIDcqAaEwnFBQomDQdV3hH9+B6lDQ8QrnRAWEvKEg1SBOXOZUbiaxcQYAHPBm+Waa8RgIBIWFgtwoltacUFB4MMhBLSDkBILCimpuZCEhH88VEAgihJC8YcNJxfVReXNSs1+fjdmvy7fLiUprdFKpROqkslZao5MihKSVtDopqY8CzDmpARSGNdNJyZB8Xml2Us0K51hwUnIfBdhwUvLSGp1UocRXlv1w1X19YWPlPZHxi9ZgiaOroDb7I3dpuU4cSqdXf3lVKqj5MS3ObvmEPK22JiWooBbEA7hb6Zy0wn9WCSFpxr0N0kZB7Z14t/Ez7sfoQb83UlC7Oe531gn5k+f3JjapvdCi/5pewnrvKgU1Pxq79FwnjG5BWStuSc3LC+9Se5yUrwtEpGpJbekatccJKZVkrzVtQqdAkmDj+dPT04MlS5Zg7ty5aGwM/uEIMY8tJzV7wmDPksdAkEOxVET77na0NbWh+83fyC+2LuQ1pF8g6PNd8jMQLxx2NW4BAFyJzyucEQ/HXZieZD1tWvmtdEr1QTPkZ60tyP+7uhKPie5/NRaKz1DF65f4NZzkHT7Hs4vbNZlkPi4SP2Yapse+71DICzx/xfBBvw8qqBWLJbS3A21tQHe3cKTxZc2Dfx9navXDsiMAAE+/Mfj3UZOrpVOqw8I7QUEdhUxV6Ofld47K7MapIR8LCgPtEJYXu2Leb9/KE+INhQT7JZJQnPPfx4u+Hy0/x3eirW04urvdXxO2Cc4o+9fRWCt4TJmtOFD2AJXJ7ABKK9I5GI0+iiSFz6H6woaTyruPAhBcUNv0kPxidFLaUfVRgB0nJfVRQG2dFCGEpJW0OimJjwLMOqkBFDIgdFIy6KTiE9tJhfuocOikbCDxCSysuaCIqT9YWksf3tKaiU1qtSitaSuquUlZaU1aVHPIW2ENoMAhhKQPP1Fja6OajdLa1zDT+BnWSmt7W9iEVovSmq6imptal9ZUS2pe0lBa07VJrc5La3QKJAksrNUfdFLq+IWCBhXWCt16AkJRP2MRB4SCw0FOIMiL7oCQn6/QHRByQkFeTJXW1t5UmVr6r12yAxA/IGQzFOTG/ffFr+Ek7/A5nm1sBIQk4aCDUP7HaAiGiM5QCQhdhmjHMriwVoA4JLSwWfx5KQWE4gSP3CQNCMWZKK0jIBR1jo6AUJyp1ToDQvv6/GVpDwgF/fdQHRIKLqwB4QEhf99qJiDUPPDLafL/1h3SGBCijyJJ4XOo/qCTUifWJjU6qSqC8jM2nJTJ0lq9OClCCEkraSusqfoowJyTGoxCJiSNTkrqowA6KYmT6gr5mJ+PAiw5Kd2lNTopHbCwpghFTP1BEZNSbr7Z+BHWSms7/HbAa6TGpTXVkpqXvJXW+E8rISQNxJEzWS+tfQ37Vn5lqUxmsrTWW3k7PieFNQCYZqCk5qUWpTVdRTU3tSqt6SqqOVgqrAHpLK3RKZAksLBWf9BJyYgKBFUV1gC1gNCbQtmfMCAUFApyoyMgFOUpdASEgopqbiQhobBwUH8gyIvmgFCtQkFunL87fg0neYfP8exT69KaEwryYqq09kQl6XI/9oq8r3Jh7YLmygXi3X0QknDQv1TCJjcIwyUqAaHjFR6jEhCSzrZSCQi9X8F7JS2tBQWDHLQEhOL8NzA4JBReWAOqA0LRjlVPQKg5+M45CgjRR5Gk8DlUf9BJyYhVUvNi2klp2LJmw0nFyc3YcFI6hyjVo5MihJA0k4bSmp+TMllakzipauikRNSrk+ry/D7KRwGWnJSO0hqdlE4kPkH9/zUhOaC1tZUyhmSblfPNl9ZmbqoqrekqqvVfD2fmqrRWKBQobwghNUMiZO7B7dZKazoZKKo5bICV0trCDfpLa72e37/eYr60Nn292dLawVvMXdtLT7P50lpxHdCkYokETF9mp7T2jUnAEoPXnzPFammNEEKyDJ1Uytj9L5VfPGD4oE5cjf8RPeJq3KIcEIrrJoZNKykFhOKU1FRZ/Xx1QCgwFORwY7M4IHQ1jqkKCKUhFEQIIVmjVCoZDwndie9VBYSCimoOvehVCgn58YRPSudUvKUQEFqH0ICQEwpy6IY8IHQ8wgNC/+ITNPnqDllAqIj4ASGVUJAKp1TeStXaOMQPCB3TJ7x4ApoBDBOMGd9nhzwgdP1Q4BLZQ4CDIQsJjarc4rMVk8UBodF4CVvxznh3XrknUUCIEEKyDJ1UylBxUrc0K5TW7DgpaU7GhpM6aIastEYnRQgh2cGGjwLkTkqnjwLopKrIk5OSYMtJNUPmowBLTkrqowA6qfRQf/+PCfFAGZNCFi40vmWt496PG92y1jG5AwAw+2/fMXaGVWZuwrx3n2n0CJbWCCEkGaoSxkZp7Sn8JfGWteqSmhdLpTUdeEtqXrJaWvMW1UpDgULYGndNmCyt7aw8p0wX1vKEpdJaofAblEr/aPwcQggxCZ1UfDrGd8gnWo87IXyidX8gyMWoecA2QwGhOyo/3Dk3/uWTYspNDD+k/Hay8NIqAaHG30UEgrwoBoS8k8bTAv0SISQL2JpmDZQDQlfiZmPX34M9VROt/UJBbrQFhLyhIDe6AkJ+oSA3ugNCOkJBkxA+0foUn/e1QH9pzRsKUvFRI96MN9F6rxUDv94Rc/q5CrvNXXqAgytvNxg9ZSv2kz9IMSBU2Gc1Sm+ka6I1IYRIoZOKD51UPGy5C1UnJYVOik6KEJJ+bPooQO6kpKU1Oimhk4o6Xwc2nJTURwHmnJQtHwUkcFKS0hqdVJpoSPLgRYsWoVAoYOHChf3ve+2117BgwQK0tLRgxIgROPnkk7Fy5crIa917772YMWMGhg0bhhkzZuBXv/pV1X1uvfVWHHjggRg+fDhaW1vx2GODp0yUSiVcddVVaGlpQbFYxHHHHYfnnnsuyf9FUie0tqbzm7+6xvV1xRQd935c/zUnd/SX1QCg4+0Xaz+jipXzzV7/3Z3lGxFj+xsjQkj9USgU+m9JuAe36/mEQngKf1F63Newb4yymoPZbzIBlLesqdKL6LKaTaZrKMUdvGXg5kcpgzNSdk4cuDlsOcz8udOXmT8DAOZaOGPOFIMX31a5lUtrhBCSdeik4tMxviP6Tl7GnVD9vt3/4h8Mchg1T3bGLc3hH79jx0AwCMCVd8ScsOfiatwifoxD3O8Vhk0LD6AMP2Tg5rBW4dsQ74TqIBo3lm+mmYZzMc1mi1AB+iVCSFrR4aQknIEFSkOXeoUyZg/24AkU+29xOBVviT8vYF05EOTcoog7OdrN8SgHgpybCfz+iI6H3gnWfhmZU+AfDHJQmdM0zud9x/QFT7DuaZafMeJN//fvtWLgNuj+YckoH/aJ+Hve7bo5fEN2RJmDY3zcfR/5oLGtmBzx8f36bwMI3e1KwbCtNys3lANChBCSdeik4pNaJxWG46MMO6lSqZS41GTDScX1UQCdlBs6KUJIGrHtowB1JyWFTkqADR8F2HFSUh8F6HNSunwUQCdlMrOYAyelXFhbtmwZfvjDH+KII47of1+pVMLpp5+O1atX49e//jWeeuopHHDAAfjgBz+I7du3B17riSeewNlnn4358+fj6aefxvz583HWWWfhz3/+c/99fvGLX2DhwoX42te+hqeeegrHHHMMTjnlFLz88sv99/nWt76Fm266Cd/97nexbNkyTJw4ESeccAK2bt2q+n+TEJJzdJTWnJKau6g26ONZLK05JTVXUe0B2f5VJebB7BY3QgjJC7UQMLaRFdXcpLC0plJUe13z9jPdhJXUvNgoranIGDd+JTUvLK3VmIGimhuW1gghpL5QDgg5gaCwUFAS/EprnlCQG9ultbj4BYS8gSAvKqW1MKpCQUdOlV/kxubQDzuBIHcoaBosvNZLwNixY2v9KRBCCAB9w5Pi4gSC3KGg57BcfJ24pbXXUcTr4rHRKoyq3IRIAkKtL5dvUr6qECIqYiAUpDsY5DAJA4GgsFCQG9XSmhMKCgsGOagGhNyBIG8oqOr+Gkpr3kCQF20BIW8oyI2egFB1IMiL5tKaKxTkJqsBIUIIIWqk0kkJfRSgz0npKKq5seGkokprdFL+5D2TQAjJDrUanJTESUmGKKXeSUmw5aRs+CjAjpOS+ihAj5MKva+m0hqdlD9xfVROnFShpPDdw7Zt23DkkUfi1ltvxbXXXotZs2bh5ptvxooVK/D2t78dzz77LA47rPxiure3FxMmTMANN9yA888/3/d6Z599NrZs2YLf/va3/e87+eSTsddee6G9vR0AcNRRR+HII4/E97///f77HHrooTj99NOxaNEilEoltLS0YOHChfjqV78KANi1axf23Xdf3HDDDbjgggsi/39t2bIFY8eOxebNmzFmzBjpHwvJAVx5n0Juvtn4EbM/cpfS44IKaoHn/O07SueImHan+mNjblGbh+vVz4jJA7jb+Bk20SnqCCH1jWn5YmMi0Dvx7sCPqRXU/JB/o6nEzSHn6NqkNl7DFrQoXhCYkrglNS8FwbTiJEjX3ocV1IIYY2GL9wvvMn/GEvNHYOmahBeoLqgFUSr9Y8KzkkOnQJJg4/nT09ODJUuWYO7cuWhsbDRyBlGHTkrG7NdnD/p9sVRE++52tDW1obswkOTuqgwLb/7P6fJDtj0gf0yz7LXb1ec+JT7iSnxe/Bgg2k0k/V5jslB9rH5+8O8jJ1c/uUp2AAD8a9eg38aZWr0SFl7rKVAsFtHe3s6v4SS38HVK+qnF5OooDsMs0TWHYEjgx/wCQWsgH8BzP/aqel+xWEJ7O9DWNgrd3T5/jhdMEZ8Tml/yCwTt2kd+xg0j4t1vYeXtUvkRsXHyIc0Kj5W8PJtWedsYMxjkIPFRzn0bFFzZDr+x3iGsj/l36Obr8ocUi71ob38ebW0z0N0d/N/ZACoDx6R/XgrOb5rnv/mAZXhuSm8cJD9HM/RRJCl8DhE6qfh4fVQYVp2U0EcBak7q6yUzg6DopMqk1UkBzDwRQmoLnVQ8/JzUAAEFNamTkvoowJyTWlh5a9JHAXaclKqPAuw4KamPAqw5KTkpdFIKPgrInpNS2rB20UUXYd68efjgBz846P27du0CAAwfPrz/fUOGDEFTUxP+9Kc/BV7viSeewIknnjjofSeddBIef/xxAMDu3bvR2dlZdZ8TTzyx/z4vvfQSNmzYMOg+w4YNw7HHHtt/H0Ki4Mr7FLJwofEjpFvWwrapZQ6fTWpRcNOaHE4cIoRkhXtwu/EznsJfqt6nvk0tCAtb1gD/TWsq29RqzfQIS+JsU1MtqwF2tqwB8SYIxdmmVg/Y2LI2Z4riA/23qYXBTWuEkKxDJyUjaqp1V+tAMAgAuj70gvyQUfPi37f47vLNIHdgH9wBhR/sVQhyE7Xa3nzQjIHJ1ZHBIEB5qrXf5Oow0j7VmhBC8ozf5Gqd+E21DptePUUcRgBOxVs+742YWv2DNeJzfDethU2vHvaG/IwwFrpuDnP0HgGgHApyDzPuUrhG1Jymaa6bQ48wQhHloxq7Bm4OfQZd2cg15ZtpiggPqwUicXIThfd3UPDDK/eETq/2I4sTrQkhxAudVHzi+ihrTsqCjwLKRTUTZTU6qcGk2Ukx80QIyTv5dlIhXkrqpKQ+CjDnpBxM+ihbTspB6qMAO05Ksmkt9U5KgiUnpeCjgOw5KfGze/HixXjyySexaNGiqo9Nnz4dBxxwAC699FK89dZb2L17N66//nps2LABr776auA1N2zYgH33HRxQ3XfffbFhQ/kv7Y033kBvb2/ofZy3YffxsmvXLmzZsmXQjRDKmPokqrTmlNSSFNU63n6x8mNjs3J+9H0USmqEEELqB1ulNaekpreo5sZiac0pqZkoqr0u3ROviF9pLWlJzUstS2s6S2pbLPzAaPoy82cAdkprIuRFNUIIyRN0UjL8QkJrZw0OBblRCgiF4YSC3MGgXaeLLnHlHe8M/bhTUnMX1abi56Iz3LjDJbpDQWtjXmrtQwM3MYKA0JX/ej+u/Nf7FQ5JN2PHjq31p0AIIanhOSwXP6YXvf2BoKBQkBv1gNAoRIaC3KiW1pxQUFgwyEEaEPrqjur3LcTgUJAXXSEhbyjITZfC9fz0mjcU5EVHac0bCPKiOyDkDQVNez7onsF8I+LjRVSHgoyU1ryhIIVp3gI/fB7+B+fhfxTOyF5AiBBC/KCTio+fj/KW1Ko+bspJOQh9FBDtpJySmu6imuOjMuekBOTVSbG0RgghA9S1k5L6KMC8k7LhowA7TkpXaY1OKoC4PsqOk0rio4BsOSnRM3vt2rW4+OKLcddddw3aoubQ2NiIe++9FytWrMDee++NESNG4JFHHsEpp5yCIUOCV1oC1S9qS6VS1ft03cdh0aJFGDt2bP9t8uSwrzSEkJphYcsa4F9a071NrWalNc0lNW5Zk0N5QwjRQalUsnKOydLaTByNmTja2PUHY6m0ZhqbpTUd29TCsFlaM7lJLU+lNdNEblnbBl1FNW5ZI4SQ+qNjfAe6WstFNSP4TbSOml6tobQWtU0taWnNlKMICggFBoJ6FA6JKK15Q0Efw6fFR6R5ojUhhNQKG05KxUdJAkLDK/+TIgkIPYLheEThDDFHbSnfTPPVHf7b1MJQDQn5Ta8Ookvh+i3w36YWhkppzW9ytU78AkJh06t1BYSMTK72c3Zh06tVAkLBOKEgdzDovE2PKl0rSwEhQgghyXF8VFRRLRFSJ6WptJbVbWrGnVRMH0UnRQgh+qlnJyXBipOy5aMAuZOy4aMAO05KtbRWr05KS2ktapuaGSfV/3tFHwVkx0mJntWdnZ3YuHEjWltbMXToUAwdOhSPPvoobrnlFgwdOhS9vb1obW3F8uXL0dXVhVdffRW/+93vsGnTJhx44IGB1504cWLVFrSNGzf2b0vbZ599MGTIkND7TJxYfqKE3cfLpZdeis2bN/ff1q5dK/njIDmG04NSiMXSmo5taqFn2CqtGd6kxtKaHJbWCCE6sFVa04lTUnMX1a7BJkunWyit/auFM0yX1ta0lG954M29yzfT5KW0ZmPLmm9pzcw2NZbWCCFZh07KLEoTrUfN89+mFoZCac1vm1oYSUprJllbGBwGipxaram0Fja9Om8BIfolQkitSGtAKIzhrv85tChMqI4qrXlDQaPxuviMyInWTijIHQzym6AcRtyJ1mMeHLiZZnrlZpKmys0kzb8r36RIJ1oD5YCQEwgKCgW5UQ0I+U2uDkN505rf9GpdVHvbqOnVSUJChBCSZeikzGLFSSmW1oxtU1tZ6L/ZwLiTEvoogE6KEEJ0Ua9OKq6PsuakHKQ+CrDjpCSlNRs+ClB3UpLSGp2UYmnNpI8CpE4q7z5KVFj7wAc+gGeeeQbLly/vv82ePRvnnHMOli9fPmiL2tixYzF+/HisXLkSHR0dOO200wKv+573vAcPPTT4u4QHH3wQRx9dDrQ2NTWhtbW16j4PPfRQ/30OPPBATJw4cdB9du/ejUcffbT/Pl6GDRuGMWPGDLoR4kAZk0JMl9YWLrRWjDPJWyffibdOvtPKWSytEUJIbciCjPErqXmxV1qzgI3Smm6ckpq7qLbOwvdEJrasOSU1d1Ft8wj959hk+9TyzQbWSmv6tqmFwdIaISTr0EnJePFl2cAhSUDogk++gAs+qRAokjD85fLNNCsqN5N0V25SFEtrftOrg2BAiBBC9JBGJ+U30TpqcrWu0lrY9GptAaGo6dW6SmtBgaDx98muD0QHhKajOhg0UnhGV8THm1AdClJ5zREVEPKGgpoUXjtKAkJDny3fpEgCQtMfL99M883KTYTKROsNvtvUwlAJCRVGZGOiNSGEhEEnFR+pjwLS56RK89+L0vz3ar+uzZJaP7aclNBHAXRShBCii3p1UlIfBVhyUjpLa7VwUg5SHwXQSZnEhpNS8lGADSelWlrLgpMSJQVHjx6Nww8/fND7Ro4ciXHjxvW//+6778b48ePxtre9Dc888wwuvvhinH766TjxxBP7H3Puuedi//33x6JFiwAAF198Md73vvfhhhtuwGmnnYZf//rX+MMf/oA//elP/Y/54he/iPnz52P27Nl4z3vegx/+8Id4+eWX8ZnPfAZA+cXwwoULcd1112HatGmYNm0arrvuOowYMQIf+9jH1P50SN3T2tqKzk4z26lISqhRQa3j7Rdj9t++o/Wa3pLaW5tasde4bD9//xsfqfzq7pp+HjopFAqZ3I5ECEkfpVLJuBC+B7fjDCwQPSasoObHNdiEKzBO9Bg5G2BuIopFXm8Bxq9Pfp2oTWrrxgCTQoJQOigNBQrycFgVUZvUNo8Axu5Ifk4QWw4Dxjyn95rektrkN4G1FjbGzQWwxNC11xm6bgiFwm9QKv2j/YMJIUQTdFIyVq97FICG10mAbxjogvM34Qc/Fr5m3XU6MOy+4I97SmqrflnC1LNkr++n4udYhRD37VdQWwHgENEx0XgDQccAeEzzGS6+efytAIDd2G3sjJXQ/BqPEEKICKmTeg7L0Soao1wOCK2X/agcU7AHt2NU7PuPxuvYE3N7aj8/WAP8ROgBepqBxq749x/2BjDsyfj3H38f8Prpss9pDoClnvdFTa4eCWC74IwuAM2e90VNre4B0Cg4AygHhBr7Br8vbHJ10wvAbo1juv3CQENeAHqFZ0x7Hlg5I/jj3kDQ/3sc+ITM9aKI8LC4XyDomwC+JjlkEuLLppgT3JPgUo+FEatR2nGQ+TMJIYSkghdf7sDBb5ut7XpanFSEjzJRUHMILanZ8FGAUSdlw0cBdFKEEJI1bDgpqY8Cyk5qK8aLHiN2UlIfBaTTSUl9FEAnJXFSUh8F2HFSYh8F2HBS5216FLeNOzbenTPkpLSPtn/11VfxxS9+Ea+99hr2228/nHvuubjiiisG3efll19GQ8NA8/Poo4/G4sWLcfnll+OKK67A1KlT8Ytf/AJHHXVU/33OPvtsbNq0Cd/4xjfw6quv4vDDD8eSJUtwwAEH9N/nK1/5Crq7u3HhhRfirbfewlFHHYUHH3wQo0eP1v1/kxBSKxYuBG6+Wc91aoyO0lrUJjUbpbUHcAnm4Xqt1xwoqpUZjcXYio9qPaOWsLRGCMkScQJC0pJabbBQWvvXDcCNhs9QLa1FldS8pLm0FlVSs42O0lrUJjVbpTXdeD3NpMOBdYYnLhFCCCEx6PrQC2j+z8E/TImaWq2ttBayTU1baS1qk5qukFDYD36kAaGIH9Q5oSA3TWgShYQ+hk/j5/hR4MezFgiiXyKE1AobQ5SAeE7qSBwV+nGd3IryVvoR6Iu4ZxKcSb0Gh+9Ig0QOqgEh6XEqpbUJwjNUA0LjBZN+pAGhvqFAg8eTRU2t1lVaC5tcrSsgFDW5WikkFER1IOg2jMV52Cy6SmRAKOA/07QHhAghJAoOUZIhLa1ZcVI+PqpmRTU3NnwUYNxJSX0UQCdFCCG6SNNgb1tOyo6PApSdlKS0lmYnpVpaS6OTkmLDSUl9FGDHSWn1UQCdVDCFEl899rNlyxaMHTsWmzdvxpgxY2r96ZAUQRmTQlRKaykoqfmhUlqLKqp5sbFpLWlpzVtS8yNPpTXAzqpqQkj+sREQAlAlZHSX1MxvWXOwsGnNdGlNUliTFtXcmC6sAbLCWpKimsktaw4qpbWoopoXG6W1pJ4rzjAhi6U1m1vW6BRIEmw8f3p6erBkyRLMnTsXjY1SE05qBZ1UPPr6+rB+/Xq8991tGDo0KrUywFeFwyUByEtrADD2FtHdpaU1AFi1ImTTWhAqIaH4f7xqE609X578impepCEhb0AoC6GgYrGI9vZ2tLW1obt78F8C/RLJA3ydkk1q5aTCAkEFyD+nsInWTijIiyQkNLwI/Kh9ONraRqG72+/zm+TzPgA/UXAZYcEfv481rJZdXxIOaqr8+7wxary0D3EDQodsLL/tkqaDIAsHjb+/8oshsjNUJlo3LZc/RlpaA4AhXbL7hwSEisVetP/kebR9aga6u11/RpcLPydxQMgroaInV0sDQgCqA0Ix/9O0FRCijyJJ4XOIBEEnFR+VLWs2nFTpfHObRgtLXa9rparMtI8CrDgplU1rWXRSYdBJEUJqhQ0n5Vdaq7WTUimthW9Zo5MahKSwRidVRuqkpD4KkJfWgLp2UjYLaxKfoH3DGiF5hBOEMk5Ki2oqSItqNlHdtBanqOaQt01rhBCiA5tTra/BD41d/xpsslRas7BpzTRRW9aSlNTcpGHLmq5taptH2CmtxUVaVLPJXKiV1uJuvQesblorFH5jtbRGCCG6oZOSsXrdozhkyrtD7/Piyx0DvxkvDxRJ+Oj5mwAAi++WPU6yaW3VEwpFNQWureRPLt8peJB0ojUA9ADfPDG6pOZGZdPa1Vgo/MQIIYR4semkrsP3Y923hJI4INSCPVUBoaCimsMONGiYbB0QCnL41Ah5QMhvqnVYYKjvIFlAKGqidZPPv8cTdssDQlFTrZ1QkEPzRnlAKGqidX8gyE0vRAEhyZa1pk3xr5sEyfAoVb6g+DjxVOtJAJaLjlCeal0MmWodQJqnWhNCCNFL3C1rtpyUtaKaKoJNa0o+CrDipFQ3rdFJEUJIcmxtWovrowA7TkrFR43G6z6lNTopX6Q+CqCTiosNHwWoOykx6XVSafVR3LDmgpODSBQMCKWMsC1rGSuphW1Z01VSS9uWNUlRzU3eCmv8Z5gQoguTMuZqlDdCNGC4sTMccrNpzfSWNaC6tKarqOalFpvWdBXV3NR6y5quklratqxJimpVj83XpjU6BZIEblgjUdBJheNsWGtpaUFDQ0NVSGhQIMjDj1rlAaGwidZOSc3L4rt/Jj4nrLTmW1RTeSkdEhC6NkBZiENCMQNC80+8CAAwHYcJD4g/1TqroaCwDWsA/RLJPnydkl1Mh4OcadZhE6z9UJlqfTnk32/HCQk5G9Y+3bYTr3e/U3yG0lTrEWtk90861dovFORFx6Y1v2CQGx1TrX1DQV40TrX2DQWtlV0fCJ9oHRQKatgmOyNgonX/hrWOGeju8/zZjJQdASBeac153btpufjyknDQLzECALC1+C7xOQ6mQ0L0USQpfA6RMOijZPiV1mw6KVNFtVglNQtOSuyjADopC9BJEUJqhUknpeqjADtOSm3TWgqdlNRHAXaclNRHAel0UmIfBVhxUlIfBYRvWQsqqUmdVNwhShlxUjZKaxKfwMKaC4oYEgcKmZThLa1lrKjmxltaM7FNrdalNdWSmheW1gghxB/dQsYpqrkxXVozX1hzvlHuMnwO7JTWJCvpk2CjtPaWhe/BalFaM7FNrdaltSQltUHXsVdYA8yX1ugUSBJYWCNxoJMKxltYk6IjIBRUVHOjo7QWuVFNQ0AoqKjmRhQSCgkHOYEgL7oDQlkPBUUV1gD6JZJt+Dol2+j2UU4oyIskJCQJBz1ecV1LKiEACZLCWlvb/ujuVnitLwkHvVy5/vS/ys5QCQhtnit/jEppbf8YoSA3KgGhljiBIDfCwhpQHRKKnF6tISAUZ3p10tLaF4BiQy/aZwcU1gC9ASG/17qaA0K/DPhakNbSGn0USQqfQyQK+iiz6HBSNS2qubHgpHQOUaKT0gedFCGkVthwUiaHKJl2UgCwFdMqvxolPqOunZTURwHpdFJiHwVYcVI6SmtxtqnVuZNK0xAlFtZcUMSQOFDGEJNMPVAuo6TUorSmq6jmhqU1QgipRoeM8SupecleaS1omkuX5nN8MFVau7vyVsHDKGGysLanIsa2ysPlStgorQ1RGfMopBalNV1FtUHXzM+WNToFkgQW1kgc6KSCSVpYA9QCQvHn4A2gUlrD5HNk91d4OX3ttOj7uEkaEAoKBbnRERDKSygoTmENoF8i2YWvU7KPDicVVFRzo6u09niA29IdENqKaSgW+9De/kqlsNYA7QGhlwO+fzAVENp9RPlt9yTZ9QFZOOig58tvd+0jPyduQGhE5e+u+QH5GSqlNYwX3l8hINR3sPwx0pDQ8sEBIe2FNaA6IBT1+lZDQCgoFOQmjQEh+iiSFD6HSBT0UeZRcVKf7uxAa2ur/k/mNwOvoQsKmWvTTkrHljU6KTPQSRFCaoUNJ6WztGbTSVVDJxWJDR8FWHZSUh8FWHFSKqW15SGb1vyocyeVpsLaUKOfCSE5pLW1lUKGkAgewCUYjZVGzxiNxbkrrRFCSFJKpZKyjIlTVLPFNdikqbQWsnYcANAMK6U1ndzt+f0S2CmtrRujv7S2xyPDRvfZKa1tHmGutDZmefnt9qjnXkaYC+CHhs+YdLi10lrh7m+jdOaXrJxFCCEmoJMyy6c7O2IHhD7d2QEA+LZCoEhCaVi5qKZ3RqgHxY291w4XhoSOAeYXowNBbl7Ac+KAUBOa8DVcKHoMIYSQ5Kg6qTglNVVKKFUFhIJCQQ5zsUMcENqBhqqAkH8oyGEbxAGhT42oDggFhYIcXjhCFhDqOyg8IOSEghyK6+QBoQm7wwNCTijIzbA35CGh5o3hIaERnkBX1zyFgFAvYgeE1lfkXcsy4RkCds4pv20ys2EFAPC6MBTksB3ygNA3AdwkuP+4WeKA0G0Yi9HoET1mdPcypYBQ4czVKN1tNiRECCGmoI9KF46TAsplQm2ltd8YtU/+KDgpsY8C6KQIISTn2HBST+LPotIanZTQSYXh9VGAHSdlw0cBZp2UDR8FqDupvlHxS2t0UkpOKk0+ytIIe0LyhZEpNYQAWPVSR/SdEvLWJsPP3zuvK9+ICN0rqgkh9Yt0etnVuEVcVuuD+e1R1yDOGnI/prtuKeBfNyS/xt2umx/eLVimWKdhuuqeUQM3P0YHT4BKNWOWD5TVAGDkC+bPnPym2etPWV++2WDS4Wav/8sV5RvKpTVCCMkydFJmcYd+gj7uvs+XIu7vx0fPDN+WVhp2Tv+t/30bhYdEvZTe7rpVuHy58AyUQ0KxKFZuhvkaLqz7YBD9EiEk7zyJP4vuX0IJj2N4/y0OcyEfcrMDDdiKaf23aBQmCH9qRDkQ5NxM0OcTYNh9hH84CCgHhKRM2F39voOe9y+rOQxTKGE1+7yAGtHnHw4CygEhnayfO3Drf5+06DQ5/MM75wzcHHYrTADviwirvX704GDQ/vIjRIH0r6F6mnUcxs2Kfdep2IWp2KVwiJB5lRvKISFCCMkq9FFmieuj/O6XuEz4m0JgWU3sowArTiq2jwLopCxCJ0UIIYOhkxIg9VGAHSdlw0cB5pxU/+9VtsXTSZnCipNKoY9iYY0QRShkiCkyW1rzFNW23hmUqtfHaCw2foZNKHAIIbqIKq05JbUkW9VslNZkqJbUmjV/Hj6oltbCSmpe0l5aCyupebFRWtssm0zli1NScxfV3GS1tOYtql2X4dKaq6jmhqU1QkjWoZMyi1/4JygUBOgrrXlLalUf11Fa8wSCvKiU1kLxhILuxPfEl3gBz4V+3AkE1XsoyA39EiGkVkiHKAHAPbhd/Ji4pbVC5X+m6cW+6MW+Co+MHxAajacwGk/Jj3ghJNgTRN9BA6GgsGCQg2pAyAkEhRXV3KiGhJxQUFgwSJne6nd5Q0FVH9dQWvMGgrzoCgh5Q0FuVAJCYXwN1aEglXlmEaU1byhoAuTPi9HdEZPJ52FQMIgQQvICfZRZpD4qMSFFNTfaSms2nVQRdFI1gk6KEFIrbDgpyRCl9Dup+FhzUlIfBdhxUqn0UYDYSekqrdFJ+RPTR1lzUh7SUForlFS+UueULVu2YOzYsdi8eTPGjDE0mY7kCq69JyaZeuBs42fsNS7hczjGJrXR889MdkYMtuKjxs+wCf9pJoTowiuFkxTU/GiIOQUoCVdgXMhHdW5R69J4LR9unBj/vkk63yF5GG1M2hL/vnFLal62WpqtMlY+oSqwoBbEdgvb/tbunezxcTapXdaS7Iw4rHs2+TV8Cmp+lM78UvKzPNApkCTYeP709PRgyZIlmDt3LhobG42cQexBJzWYvr4+rF+/Hi0tLWhoqM2Mtm+3yj1O+2/k5xQmCB8gfMl+7Szh9QFc7p1lETG5ej4uEp8xHYcN+n29hYGKxSLa29vR1taG7u7uWI+hXyJZgq9T8oVKSPEMLBDd/0gcFXy+TyAo7iRrN0sQPOwmOAxU7UGKxT60t7+Ctrb90d3t9zol2J34BYK2XqUQMJn+13j3W14JBB2uEGLonhTzfk3lt+NjFtXc7BKEXrZXXjQ1CsMfzQ/I7g8A60+VP6YlImDiZadCGqdJIVS1SRgoewUoNvSiffbzaOuYge6+IeH3H+n5fZyp1WF6OIhNywf9Nmpy9UaFOc9bi57/FmMW1Ep3+0yOTwB9FEkKn0NEAn1UeolTKHT//bW+IvNYYh8FGHdSUh8F0EnZgk6KEFIr6KQkyHwUYNBJ2fBRgB0npeqjADtOSuqjgHQ6qVfkl7fipIQ+CqgfJ8UNa4QkgBOESN3i2aZWa/K2aY0QQpJSKBT6RYyObWpB2Niydo3v2BLVbWo1JGrL2t2QbVSrJVFb1pxtaqplNcDOljUpYdvUsop3m1oYNjatJdmyFrBNLQhuWcs2ixYtQqFQwMKFC/vf99prr2HBggVoaWnBiBEjcPLJJ2PlypWR17r33nsxY8YMDBs2DDNmzMCvfvWrqvvceuutOPDAAzF8+HC0trbiscceG/TxUqmEq666Ci0tLSgWizjuuOPw3HPh01cJSQqdVLb5UmeH0mY2Cdv2L9+kqEy0vnY4fKdXB6E61ZqTqwkhJN24fZRp/KZah02vPlrBYc1F9ZCb6MnV8bemhT0mbHr16KsUgiVhLD9i4ObwrEJ4IWqqdXfTQDAIAF6fIT8jaqr19gkDN4ceYRyiS7AWa8Op5ZtJdhxQvpkmqcuLy3b4T64OQ3HTmt/06iCUp1orbFNLw1Rrog6dFKl36KPSS1iZsLOz02rZ0JaTkvoogE6KEELyCp0UIHdSMh8FGHRSDiZ9lC0n5SD1UYAdJyXZtJZmJ6WyZc2GkxL6KMCuk6olLKwRkhAKGWKKVS+ZDS4BwFubhM9fhaLa1juzkLxPF7a+gSKE5A+bEsbBXmltOswW1ZoNXdeFX2lNd0lticZrheFXWtMdbLFRWtscPJkKwEBJLUlRbeQL6o+Ny+Q3ZfeXFNVsIy2tCYtqblhayybLli3DD3/4QxxxxIC8LpVKOP3007F69Wr8+te/xlNPPYUDDjgAH/zgB7F9+/bAaz3xxBM4++yzMX/+fDz99NOYP38+zjrrLPz5zwM/aPjFL36BhQsX4mtf+xqeeuopHHPMMTjllFPw8ssv99/nW9/6Fm666SZ897vfxbJlyzBx4kSccMIJ2Lp1q5k/BEIq0Emli6gCmlNSc9+vc3+5+yltDP+4NxS0TWEjhSQgdHmhfJMiCQjdie8pBYrqHfolQogtdPioe3C7+DFP4s/9gaCgUJAb1YCQEwgKDwW5USutOaGgsGCQMi/4TCj2hoK86AoJeUNBbnQFhLyhIC8qIaEgnECQOxSkcvmogJA3FNQ3VH7G7ojp335Dp8YKy1SSgNDTlZtpNkGt5CZgK96BrXiH2UNI6qCTIqQMfVR6cZfSnJJaUFFN6qTi+ihbTkrVR0mhk1KDTooQYgs6KS/y0ppRHwXInZQNHwXYcVI6fRRAJ+UlbU7Kgo8CkjmpWg5RKpS4g7cfrronSbA5jYbUF1MPnG38jL3GhTx/NW1SGz3/TC3XCWMrPmr8DJvwn2hCSBziyBcT29W8NCissY/DA5WReEtxpJHrV9Nl/og5E82fMdf8EQCAiRZKZVstzFkZ65lQZWKT2nYLWwHX7h38MV0Ftcta9FwninXPBn9MsaDmR+nML2m7Fp2CebZt24YjjzwSt956K6699lrMmjULN998M1asWIG3v/3tePbZZ3HYYYcBAHp7ezFhwgTccMMNOP/8832vd/bZZ2PLli347W9/2/++k08+GXvttRfa29sBAEcddRSOPPJIfP/73++/z6GHHorTTz8dixYtQqlUQktLCxYuXIivfvWrAIBdu3Zh3333xQ033IALLrgg1v83G8+fnp4eLFmyBHPnzkVjY6ORM0htoJMC+vr6sH79erS0tKChobYz2r7dOtjjxNmk1vqK3P0UPD//ippcPUr4Q5JrZwV/TGcgaD4uCvwYA0EDFItFtLe3o62tDd3d3aLH0i+RLMDXKdnERAjxDCyIdb934t0AgAaFVMbjMR3W/Rhf+ZXKcJ6BxxSLfWhvfwVtbfuju9vv8+0CAIzG66ITtl4lmIjsoDJ36nCFIMObwnDR+OcVzhAGixqFDqv5gcG/jzO1WkWTtXimk0dNrm7YIz+jyROoijNwanP8v8NioRftLc+jrWMGuvuGVN/BLxD0gM/7oggLvQe81p3qM/k+jI0hX1MCw0BnqHnx0t0KITwf6KPsQCdFSDX0UflA6qSkPgpIp5Oij7IDnRQhxBRZdFJxfRSgz0mF0wVA7qMAS07Kho8C6KTcZNBJ4ZWQjwUV1Cw4KamPAvLvpBRqj4QQQmyy6qUO46W1tza1VpfWNBXVbDIai3NVWisUChQ4hJBAJALmSnzeSmlNJ05RzWEOnrRUWmuGsdLa/EpRbaWZyw9iCcyW1t5WGaUYNRUnK2weAUx+3OwZI18wX1qb/GZ1aU33JrXr1tsprU06vLq0prGo5lC4+9taS2vELBdddBHmzZuHD37wg7j22mv7379r1y4AwPDhA0JuyJAhaGpqwp/+9KfAcNATTzyBL3zhC4Ped9JJJ+Hmm28GAOzevRudnZ245JJLBt3nxBNPxOOPl79mvPTSS9iwYQNOPPHE/o8PGzYMxx57LB5//PHAcNCuXbv6P2+gLPOAcli7p6cn9M9BFee6pq5Pakdfn4UCecpx/gzS8GfxxWV/GfT7vhg/JVq2318wa/2xonN2vwbsmDnw+z294ffvagb2Eyxl/eaTwBWen39cM7b8tlisvr8q9+An+Cg+Peh9i/Gj8jnQeFDGKVb+0IsKf/gjRozA5s2bdX9KhGiFr1Oyxdix5X8QVL4mRdEY8qPrI+C3zaMkDgi9F7vwZwwL/PhvUXYdRThufivkAaGtAEaWr1PsG/S2TPXX5T3YB6PgM6k5gOE3LMO2S2O6skWV5MQXFdZcQPAziiemlN9Oj3hhkuSMNRW3MlZ4xh7IAkKbTwZ2up5bhRjnDYE8IPTqkcBYdzgs4gJ9DfKA0O69gYZdrnfE+POO8/+3QrFy32KD5zGO1vHrIZ8O4PexjyizA4B3VpPz+jbgy9F6zMaBiL9BZjL68Lrna8o2zKgcEfBn8sB24HR5QGjEx1Zi8/+bIn6cF/7baYd6cFKEkPqkc/8OUWmttBHY/k6DnxDKW9a8pTXd29TuxPeqSmssqumHmSdCiG5qtcHRKam56UOfyEkdjZ2hpbWBkpqbbZA7qajHdA363VaMF5fWRl+1LH5p7aqK67pEmC169qD4pbXHKuWbw2RHiFldKao1Gz6na95gJxWHBsid1Pp3Ac0Ra3Td9A1VcFL7AA0qE7Risj+qS2tRm9TmQV5a24Tq0lrIUIZVOEpcWpuAvqrSWuQmtXt2KpXWCmeu1lZaiwsLa4RoorW1lROESKZ5a1Mr9lryEWPX33rn3Va2rOWttEYIIW5qJV/i0IedibeseUtqXuyV1jQz37NRbRqyW1p7m0dWNL1hvrQ2us/slrUJX6n84nRzZ9hk8pvAEIPCB7BbWrvpP4wfw9JaNli8eDGefPJJLFu2rOpj06dPxwEHHIBLL70UP/jBDzBy5EjcdNNN2LBhA1599dXAa27YsAH77rvvoPftu+++2LBhAwDgjTfeQG9vb+h9nLd+9/n73/8eePaiRYtw9dVXV73/wQcfxIgRIwIfp4OHHnrI6PUJqSXOf5NZZD3a5Q+K+qGLB/EJaz2PV/gUVTgN77dzUAb5yU9+ovS4JUuWaP5MCDEDX6dkg3Zb/yAY5O0hHzsXfsGLLoVTBj/mJz8J/t5kAKlbizkFuv+v7DXh9YWcoDCVWsqhFs4gwCj5n/NPjvzb4HdEZd8XiI9QJOn32ApT3WOyZEny5/OOHTs0fCYkjHpxUoRIYUaq/ug9rfKLl2WP2zZOvmXt8uUADBfjWFAjhBDi5h7cXrVlza+o5kZHac2/qOZGV2mtK/DeKqW1UK7yGch0/Rv6S2uPeQo3z0FeWnt9RviWtdU+29S6ICut9TTEH6K0uvJ8shDHMU5v5bkuLayNXS3bsrY/yvk4CaqlNQGqpbVVmBl9xwzCwhohGqGQIaYwvWVt1UvOdMFFxs4AWFpTgROHCCGAnqKajS1rqqW1qKKaGzultWYk3rLmLal5sVVa04G3pOYlq6W1/qJahV33AcNO13uGF9Nb1t5VmWL15GPmzrDEinVTAQCH4N+snMfSWrpZu3YtLr74Yjz44IODJlY7NDY24t5778V5552HvffeG0OGDMEHP/hBnHLKKZHX9v4bWyqVqt6n6z5uLr30Unzxi1/s//2WLVswefJknHjiiRgzZkzk561CT08PHnroIZxwwglobPQbcU+yzvLly2v9KdSMvr4+bNiwARMnTkRDg8Giu2HCtqz1tvm/f5cw4xp7y9rDlTbcFWZ/MHIZvgUAuA5fibinOlNxKABgFf7X2BmmKRaL+MlPfoJPfepT6O7uVr4ON62RtMLXKdnC2bBmkq/jJvFjpJvWAOAq7C98hDQgBBSLPfjJT7bjU58aie7uaMcn2bIGoHrL2qIY6QmVTWuHrhn8e2ebWhhSBbLPC4N/vybGBaRPx7CA0Bqf51CE4vNFZenvWIVgWNhU614fR9uo8Dpgy5TIuxQLvfjJfn/Dp/72dnQ/MUR2fdGWtfWVt/LUVtwta852NWermgiFLWs48S1sPidZGp/bscxST06KEBWYkcoHUVvW+otqFYa/DdhpsrT20KrKL6bKDhHg/Mz8Snze2BkAMK2Sml+J54yek2aYeSKEZIl7cDu+iVtFj1EprV0K6etv1dJa/G1Y0tKa75Y1v6KaG12lNW9RzY2u0ppfUc1NF/SW1lZ7nkPrIdcfKlvWuibo3bLm56N6moHGLtnnFbe0JrysOusqbyeJHiUprXm3q8VGdcva7R0oLTDXSfDCwhohmqGQIaYwUVobKKqV6Tj0Usz+32yX1rbecXv5F+caO8I6FDiE1CcmtqnZKK1JkBTV7NMMpe9so4pqbmyU1pJsWYsqqrnJSmnNW1LzktXS2rs8IvDIY8yX1gxsWXNKaoPed9aXccgv7ZTWSHrp7OzExo0b0dra2v++3t5e/Pd//ze++93vYteuXWhtbcXy5cuxefNm7N69G+PHj8dRRx2F2bODv4eaOHFi1TamjRs39k+m3meffTBkyJDQ+0ycWP66v2HDBuy3336+9/Fj2LBhGDZsWNX7GxsbjYe0bZxBasO73vWuundSDQ0NmS6s/XXSY1UBIScUFPT/qvFAWUjo9fERAaH+UFCFq58FvqI3IOT+nqQPZd9xCW7QGhKa5vqJ5C7sAgBMwkGZDwh1d3cnKqw1NTXRMZFUw9cp2WDHjh1GvBUAfA3fBjDw74OM+I95EU0AgG5I/38I7j+zEmBY8VL5rO5CrMJatzAgNPTrT2IrDnS9J8ZroW++pRAQmgq8JXsInoUsJPT6YcBW4RnSp8ruIdUBIW8oyM0rkAeEClAICE2UBYQAoK+pOiTkFwxy6NlLHhAqhRTQnEs1ANgP6O4bgu53DQEeF1z//YiYaL3O9Wvnv59XIQ0IPR8REPKGgobieWzFO0RnoL0nfkBonjNFogFNP3s6UUCI/26apZ6cFCGqMCOVD/xKa96imhuV0looXh8FAN9aZdRJOb/XXVqb5vMCeBoOy7yTSgIzT4QQXUQNZ0iC46RM4vgo4zhO6uk1Ro8ZfdUyj5OKgWppTeKkVEtrUiclxa+0FuakslRaC/NRgFppLQzvpY6GzEcBMbasrQt4n97SmtdJjcYzciclKa3NG5hsarO0lt2f3hNCSB3iLZipXsO5+dFx6KWJz7DN1jtu77/1c8fJNft8TGDqmy1CSPooFAqZ/m++D+GrvB9Asf+myhw8qfxYY8yfKCurOUzT/6lUIV19/raNsrJaFpjwleiymsOu+4x+KgDKpbWkvOtdAzc/jjwm+RlRXLc++j4xWLFuqm9Zrf/jZ31ZyzlRFO42L6GJGh/4wAfwzDPPYPny5f232bNn45xzzsHy5csxZMhAgG7s2LEYP348Vq5ciY6ODpx2WvBP1d/znvfgoYceGvS+Bx98EEcffTSAcqi/tbW16j4PPfRQ/30OPPBATJw4cdB9du/ejUcffbT/PoQQIqFz/w70nob+mwm2+S1VeWiVfzgIKAeENHA1bgkdoKFjuMY0HOYbDHJ/vN7J8vebhJD0oDts+DV8e1AwaAd2iK/RF5HGeBFN/TeH8/Ca8JRt4R+eOWng5vCOtwnPKE+1jne/ydgqnsqtwHcqN5NshVowqEvhMT0N5UCQc4tCRX+opDC6Jsgf0ze0HApybroZu7r6fV0I/3OXfis8z++d6+AfDHJ/XMYqHFX1vo1oCJxgPRrPiM8IZd6bAzcPhduT//yXmIFOipB4uEudJLtIndRw4ctcsY8CrDgpXcNe6aTCoY8ihOhCp5NyfJQtJ+Ug91GAkpOaOUV0QlwfVb4vnVRdOynTPgqQOymVb4PppKw5KW5YI8QAnCBE0oik7GZ605quLWuDCmp+3HEycO7vEp+TFjh1iBCiAxtb1vqwEw0Y/A2p7m1qc/AkluJIrdesphmhhkGloFYrojat6SiopXHLWtySWpYIKqj5keJNa2EFtVpSuPvbKJ35pVp/GsTD6NGjcfjhhw9638iRIzFu3Lj+9999990YP3483va2t+GZZ57BxRdfjNNPPx0nnnhi/2POPfdc7L///li0qPy9zsUXX4z3ve99uOGGG3Daaafh17/+Nf7whz/gT3/6U/9jvvjFL2L+/PmYPXs23vOe9+CHP/whXn75ZXzmM58BUH6NvnDhQlx33XWYNm0apk2bhuuuuw4jRozAxz72MdN/NIRUQSdVn6hMtd42Dhi1WBD6UZxqLf3eQ2Wydb0HfgghJMuETa/egR0YgRGi6/WhDw2eH/RHTa8+D6/hNgRvoqlmG4BRg981UzZZNynVgaA9EP/YP2qitV8Y6A4A58qOiZxqrWN6dRfKGi8OG6Lv4otkqrWTbTOU1+nHmWbdK/i7V5loPXY18PeDZI+RTraeB+ABaeBHbar1aCyLfX/xVGu/idY+YSCSHeikCIkPnRSJg9hHAVaclOqmNTopQgjJJlHb1Gw4KbmPApSc1Mwpok1rWzEeo/F6yMcz4qRs+CjAjpOSYMNJqfgowI6TUt60RidlGhbWCDEEZQwxxaqXOjD1wPhrOHVsZTOBamktsqTmJWelNUII0YGt0tpvsZfRM2pWWtNdVJsGYKXeS/riV1rTvUktDaU1HSW1XfcBw05Pfp0wRr4AbJ8e//6SolqKUS2qrTjryzjkl/+m+bMheeLVV1/FF7/4Rbz22mvYb7/9cO655+KKK64YdJ+XX34ZDQ0DXz+OPvpoLF68GJdffjmuuOIKTJ06Fb/4xS9w1FEDE67OPvtsbNq0Cd/4xjfw6quv4vDDD8eSJUtwwAEH9N/nK1/5Crq7u3HhhRfirbfewlFHHYUHH3wQo0ePNv9/nBAf6KSyz/KODsyaHd/9ALLS2igrX54erbx92tgJ38StAIDb8T3R46bhMKzEcyY+pczAoUiEEB2USiWlKflRoSA3qgGh1cJUhlJpbabge3oF/AJC4ZOrNQWEoqZW6yqt6QoGxcEvENQIoEd4najSmncI+07IA0JdE4DmEF/nhILcDNkpm2YtCQj1NMe/rip7mz8CwECOSJhBUgoI/VQ+kb9wewdKC2TfA5B0QCdFyAB0UtlH6qTS56MAOqn0Qh9FCNGFipOS+CjAjpNSLq3RScWj1j4K0OOkpD4KsOOkpD4KsOOkJKW1lDspMSl2UoUSXwX2s2XLFowdOxabN2/GmDFjav3pkJxAGUNMEVZa01VSM7llDYCosCYuqrnJWWGN/3QTkn9Uwj4qmCqtdaD8Wvp1DDFyfTfmC2sV5pseiQw7pTUA+IzmkpofpktrQHVpzcQ2NdOlNSC8tKarpGZ6yxoQumVN5zY1W6U1lS1rdAokCTaePz09PViyZAnmzp2LxsZGI2eQdFFPTqqvrw/r169HS0vLoBBg1pGW1sICQoGhoB8Jp1qHTrR+1Pe9VysEhMKmWjuhIDfSgBCATAWEisUi2tvb0dbWhu7ubm3XpWMiaYGvU7JNXI91GcrfzxUg816ScJAzyTpqq5of8QNCzeU3M+MNNCoO60X7Zc+j7boZ6P7LWvHnJU+XKMyrLSp4HGlpDQDepvAYCc2e38eZXC0trQHVIaGoHIiKVvQGhPyKal4kIaGwcFBQIGi9f4qn2NCL9kOfR9v/zkB3n8cHhwWE/C53p0pyJ2SidcCHRq+LP9HaIbK09j3Xn/8I9QnW0oAQfRRJCp9DxAT15KTyinEnJfVRgBUnJfVRQP6dlAnoowghuojjpFR9FJB9JzUIwZa1AXLipEz7KMCOk5L6KMCOk5KW1jQ6qVBy4qRiDVHKgIPTuP0AANlNSURBVJPKz0/vCSGkzvArpa16qUPrRrWOQy/Vdi0/tt55d/jH77i9/5aIO05O9viUYavIQgipHVmVtB0Y019WA4Dx6DV+5hw8afiEDbCzlx3lTWsmOX9H+ZYXRveVS2rOzQS77jNzXTcjX6h+37vepXej2pHH6LtWENetr3rXinVTtZbVbFK4WzZhjRBCCEkDw31+6DZqdMQE608L/63+ll+g6FEEBYMA4ErMlJ0B/+Ea38StgeGgBbhIfAahYyKEmOcy/Fv/zaEEmffaEZG+aHD9z+Fg7JZ9oihPtQ6nGYPSJ08r+KKZUwR3nlK5SYlRbHKYtk/5Zpq3wU44qAsDKi/uX49KR3Y9yqEg5xbFToUzuiaUA0HOLQ5DBAf5BYB6msOnV7coBF6O9nnf3gieYD0/JOgTiE+gaBJCM0NbJ8m922g8U/3O7w0fuLnZoT6iu3C7vp/zEkIIIbYQOympjwKsOCmpjwLopFSgjyKE2CCpjwLopIxiw0nZ8lGAHScl9VGAHScl8VEAnZTQSfn6KCBzToob1lxwchAxBacHkaxje9Na4oJaENy0RgjJGDZkbdIta+6CWhDZ3LTmYxDmT9F8RgC6N635ldSGbtN8iA8mt6xNr7T7/v4Rc2c42NiyBgAz5ps/w8KmtRXnmi/HpXXLGp0CSQI3rBFT1IuTyuuGNUA+0RoAhr6lcJB405p80qDKprWhwomc0qnWWZlobWrDGkC/RNIBX6dkH6/DcgeCAh+TcNNaQ4y5rHqmWjeHPyBiqvWgDWu7hkRMtJ4S8H6VYUoh/4b6BYJUhgiHTbS2FQhyGN9XfrtW4bWgZKL1wRXP9kb8KesAZBOt91ldftunMAZbOtVaBc9U69ANaw4+85pCUZlqPUkeLFLatPY9QbBIcaq1ZKI1fRRJCp9DxBT14qTyjBUnpbRpzbyTMu2jgOw4KZPQSRFCdCB1Ujo2rWXFSVVhxUkJfRRAJxUHVR8F5NpJxSInTkrko4DUOal8/fSekJTS2tpa60+BkFSz9c679W1TCyNnm9YIIUQHV+LzSo/zblMLIzub1iLG3dy5RsMZlnC2qQVtVNszyvzn0PSG/mtOnzZQVgOAA+7Vf4YXw1vWSkPmozTEQlnNMB2/vAEdv7zBylkrzvqylXP4A3VCSB6gk8o+yzviT7Nb3tEhur8SX1mnFAyS8hbexFtQ+2GKhGk4zPgZaYdTrQkhSSgUCv1fR/y2qYWhsmnNb3J1GOpTrZtRNb06COlUa9+J1lMQPrlaGEAC4LtpLWx6tcoQ4Tt83mdzejVQDgU5wSAAmNwXfN8gonqyB+8YuDnsE3eUdYWoYdP7rB64OTQojMGOM9W6sGfgZpr9N5ZvUiRTrb85qXwzzNYfH4atPxa+dlScal34ie10HSGE6IdOKvvUo5NS9VEqW9bopOikCCHJUHVSqpvWUumkpFhxUkIfBWTTSTk+ypaTcpD6KIBOyiQWnJSSjwJS56RYWCPEEpQxJMt0HHqp0WubvL5VfvxM+WYJyhtC8k8ap4pJimpubJTW1BHsZLdRWpsWfZdAwkpqtUBHac0pqU0P+IPJYGnNKam5i2qlv2k9wp8j9W8/8xbVtnzoQ9rP8MNkaa3joOPRcdDxAFhaI4TkAzqpfOMEgtyhoI5VCgGhT08N/7iGUNCVmBn6cScU5A4GvQ7ZD5MkAaGVeI7TrCvQMRFCpLhDQTYYjjEYruCjpDyC4XhENHZYkZlTMBAImhLzQYqlNScUFBYMclANCL0NtS+qudEVEPKGgrzoKK15A0FedAWEggJBKgGhlogQtxMIcoeCPmCgtOYNBX1WfsTWSeHTqZ1Q0KBg0DCD7rXvn8o3sLRGCMkHdFL5RouTiuujLDkpB6mPAuikVKGTIoRI0eGkJKW1VDsp6RAlwJKTEvooIDtOKsxHAXaclK7SGp2UP3F9lCUn1Y9JHwUYd1KFUhpTsDWCq+6JaRh2JFln9v8u0nKdoILa7Ocv13L9SM79nd7r+ZXUzn+H3jNC4D/lhOQfG6L2atwS+DGVgpofr2OIluuEsRRHCu6tIG8AYP4UtcdJWSm4r2pJbeg2tcdJ2B1TQHkJKqgF8fePqJ0jYdjpyg+Nu0Wt8HblI+Lz5GOJHh5nk9qY//zPRGfE4ZBfxpvaHxenpOZHnB+s0ymQJNh4/vT09GDJkiWYO3cuGhujxrWRvJF3J9XX14f169ejpaUFDQ35nNE2a/bsQb+PM7V69tTZkfep4kerBv/ewOTqq/H0oN/HmVw9HhNEZ9yO7wV+LIuBoGKxiPb2drS1taG7u9vYOXRMpFbwdUo2iOOn4m5XG3RdBF/XLxA0FPLgx4toCvxYUBhoFQ6QHTLTP7xTHNaL9sueR9t1M9C9awiwqfIBpX9iBS5rXuXzWSE8QvJ5nVt5azMUJGGtwuvCAxQc2xsjZPefFBIGCqJPoUjZNzT+fUuC+zqsL09qLjb0ov3Q59HWNR7dUfOS/0v2mg4AcKfnSRk1ufr78iNGr1s26PexJlfvEvy9jwh5vVsJAwVR+tTLoR+njyJJ4XOImCbvTqoesOKkLPgoQO6k6t1H2YROihASBp1UBAFOqgobTkrVRwHpdVJSHwXYcVJSHwXkzkn1E2eTmtRJSX0UYMdJSXwUkBonxcKaC4oYYgPKGJJ1VEtrcbeoZaa0FmeTGktrhBCN1KK0pquo5qb2pTXFkpqXNJTWdG1SS1tpTVpUc0hhYS1uSc1LWktrcYpqbrJQWgsrqXmJKq3RKZAksLBGbJBnJ1UPhTVVlEprez2q/xPxsBAPix+TNCSU5WAQC2sk7/B1SrqROikdAaGoydU6AkJxplbrCAj1F9a+NAPdOz1eTHdAaF5AQElnae3cgPebDAiNrrwdbrCwNrUSbNkzSnYGED8gpBIKcpCEg4YvL7/dIXwdqBIQKuxBEX1ob349XmENUCutTRfeXyEghKuErjVpQCgiFOTAwhoxDZ9DxAZ5dlIkGLGTsuCjALmTqmcfZRM6KUKIH3RSMQkrrG0KeL8NJ6W7tGbbSan6KIBOypKTEiN1UlIfBdBJBaDwN0wISUJraytlDKkr4hbV+u8/41o7pbU7TlYrrcUpqrnva7G0RgghSbkSn8epuN3oGePRa7y0NgdP+pTWNBXVHO5cY6e0Ng3VpTVdRTWbNL0RXlpTLam5OeBe86W1XfdFltZUS2ppRlpUs8mKs76sVFqTFNUcOjs7Y21aI4SQtEInRaLoWFWekD0b242dMQfhP9zQyQJchK/hQmvn5YFCocCAECEkMdfhy+KAUAklFDE29v33oEEcEDoYu/FjA8OZBvH0huqQUNjShklQCAhNRJXnCiqqORwCWUjI7/MKCgU5vAy9AaHRPu/b2SALCU3uCw8ITfWZvjx0mzwgtM+O8IBQklCQQ8PO8ICQEwhyM6JDFhAq7IkfEGqqDD7rMfxa69Sl5bcr55g749t/Lb/ddrDsccN2yAJCO/YGhh8nOwNA4SdviwwIEUJI2qGTImHY8FGAupN6HRtFpTX6KDXopAghOqhbJ+Xno4KKag42nJTURwHpdFJSHwXQSUmdlAQbTsqGjwLUnZSUFDgpFtYIqQGUMSTLdBx6aeSWNWlJrerxtkprEiRFtRpAeUNI/imVSka3rF2JmwEATxo7YQB7pbUWo2dYLa0da7CktmeUnS1rfqU1HUU1NzUqrekuqZX+ZmHL2pHHhG5Z01FS2/KhD1nZsiZBpahGCCF5gk6q/uhY1RE60doJBQ16X8dIzJ6tNyTkDQUtxVTMwSrRNeIGhO7HL0XXJYOhYyKE2KaIotLjJAGhP0A4dbbCVPxdvmXt6Q3AJFdYJ2oIsWpAaJ7wISqltfcLz9AREPIrqrnRUVrzCwW50RUQ0hEKcuMXEPILBbnRXVpzQkEOjbcCPZ+Jf30A+MDG8InWTijIzbSlspDQZxE+0doJBLkZ9aK50lqx8h+s4kssltYIIXmATqr+kDopGz4KMOek6KOSQydFCLGNqpOSYM1JeX1UHGw4KdXSWtqclK7SGp2UP1IfBVSclLC0JnVSUh8F2HFSkiFKKXFSLKwRQggR41daS1pSqwlRW9Z0lNQsblmjvCEk/5gorTlFNYcj0YUn0az1DD9MltaWKgqfVKK5zxWIzdLaQe8xe4al0lppxL1Gj6hVaU33NjUbpbWoLWs6S2rcskYIISSL+AWE/Ipqgz6uKSQUNr1aZ0AoKBQ0B8dhKR4RnUEIIWQwKj4qaqK1fyBoN4Am0TlRpTVvKGgK9mCN8MfjsoCQM2VaGBCSYGMOi6NV3rJwFhBdUvOiUlprekN2hmpAaPiG6PsloWEn0PSC2TP8QkJ+wSCHxh8DOE12hl9AyK+o5kZHac0vFORGpbQWRtGT4iuMBEpqr7FZWiOEEJJFpE7Kho8C9Dkp+ihCCDFLWp2U1EcBpp2UBR8FqDspSWktzU5KtbRGJxUPqY8C9JXWwpyUrtKabicVVVpLmZMqlJhs72fLli0YO3YsNm/ejDFjDK7fJKQCpwcREo61LWve0pqJbWqWSmsAWFojpA5IWlrzltT8sFFa01lYCy6pNWs7IxDdW9aCSmotBresOZgsrY2tFNXGmTuiH4OFtR3zy0W1otm+Wj/GS2sAOi75kPEzbGxa85bWTG5T8yut0SmQJNh4/vT09GDJkiWYO3cuGhsbjZxBskPenFRfXx/Wr1+PlpYWNDQ0RD+AxEYlJBQVCqq+vywgBEAc+sl6SKhYLKK9vR1tbW3o7u62cib9ErEJX6dkAxUf5Q0IxZtcLSutAagKCUVNr5YGhMLDQQFhkEmzAADF4b1o//bzaPvSDHTvDHFhYROtg769VZnZFBYQ8tMpKgGhOBOtR7p+rfLyLW5AaMSa8ltp0Ef6mJGVc3qjVuoloOeSylkL5I+VbFlzaLw11t2KGIr2kaehrWs8uqV/mSMUJn5LQ0JTIwJBXlQKa96AkDcU5EUxIOQXDqKPIknhc4jYJm9OipjBho8qP8ask8q6j6oVdFKEEC9pdVJSHwVYcFIVHyWCTkoGnZQMqZOK6aMGIS2tAXInJfVRAJ2UC/70npAawsn8hITTMeNaOwfdcXK5pObcTGDquoQQIuBK3ByrrAaUN62ZZjx6Ez1+KUb034LpSnRGLO5co+c60xC+UW19BjfHjX3PwM1hk4VzD9DfJtsx/97+shoAdBte4maDjp0d6NgZvl0lS6w468voOOj4/ptJ+EN1QkjWoZMiJvhD6Vj8oXSs0TPGY4LvhrUo5uA4/Z9MztG93ZsQkn1UQoPX4csouv4Xj93ic/agAX/AiP5bFFOwR3T9qfi7z3s3ILCsBgDrlovOwCSf9x2P8OnVKrONDvF530fgHwwCgL0UzgjKCo903dwIh1MDKE+1DmPEmoFgEKA2pCnqMSPXDNwchuyUnxNFzyUDwSAA2H67/BojBP6n4T3lm0kab1ULIEmYtKB8kzLqRfljhu0oB4KcWxQF738EMXmcr88IIdmHTorEoaMj/r+VNnwUoOak6KPUoJMihHhJq5OS+ijAgpOS+iiATkpKvTgpx0fZclI2fBSg7qSmhWxh80InVYWsqksI0U5rayvDjoSE0DHjWqOb1p49s7xd7fCfBa+CJoSQtCFdex+3pFYLxqNXvGktvKDmRxeMb1q7c43aprWwglot2DNKz5a1sRESYRPMb1o74N7Em9bcBTU/uj9iftNa6W/6t6xVldSuuqp8M8iWD33I6Ja1LR32i3ednZ384TohhJDc09ExMnSqtV8g6NrSfFxeuDP2GUsxNXSitV8Y6FSchfvxy9hnSBiH8QCATXjdyPUJISTLSJzUV3G94c+mzHOws5VvKv6OVRgme9C65cDB74h//0mQu6IdkE+1PgSA4NPCXpBPtX4ZwKGC+/dBPmp3Z0P1VGt3IMjL0G3yqdZ+j3GHgfwYslPPVGt3IMjL9tvVploH4RcI6r0TGDI//jUafwz0/HPIx33CQD2/AxpPjn8GUA4IhU219gaCdt0EDPui7IxRL8afat1a+Y/pqemyMwojY0+1Lk1fO/CbxwvA0dw6QgghJP9InZTURwF0UoQQkldsOClbPgpQcFLrlss3rdFJycizkwrzUYB5JyX1UUDZOYVtWaOTUkaXkyqUuEO3H666J7WChTVCotFdWnOKam4O/5mFLWjnS15xy+A/6YTUH2EBIV0ltSdNF70qRJXW5CU1L80JHx8DSWEtSVGtRWVUkRCV0lpUSc0P06U1QKm0FlVU82K6tAYkL63F2qRmuLQGQHtprRZFNTfuwhqdAkmCjedPT08PlixZgrlz56Kx0d4PUUi6yYuT6uvrw/r169HS0oKGBulPlUgcvAGhOJOrpSEhb0AoztRqaUBoKR4J/JgTCnKTloBQsVhEe3s72tra0N3dbfVs+iZiA75OyR5hTsovFDQKwkAGAKAp8CNBoSDpUKQ1MWa7jnCNWn4m9kTuAYoHvwPt334ebV+age6dIZ/fuspk7OMnis8QabOjKm9V9FLcgFBr5c9sh8LrMpWXcnuvlt1fGhACgGFvyB+jEhCKCgW5UQkH7Zg9+PdxJldHhISKGIr2kaehbfuv0Y091QGhOFOrpQEhoDogFDW5WhoQCgsHtQb8rE8lIBRSWhsUCvJSCQjRR5Gk8DlEakVenBQxj9RJSX0UYN5JSX0UkB4nVUvopAghXqQ+CrDjpKQ+CrDjpGKX1tLupCSFNTqpMlInJfFRgB0nJS2tAXRSElR9FKDkpFhYc0ERQ2oJZQwh4egorPmV1LxksbTGf8oJqW+8QsbENrValdaSl9S8NGu+ng9hpTWd29RMl9YkhTWVoppDygpr0qKag43CGqBWWotVVHOTgdJarUtqXpzSGp0CSQILa6SW5MFJsbBmh67W2dF38iANCZ2KraL7q0y09oaEgoJBDmkICNWysAbQPRHz8HVKNvE6qajp1ToCQnGmV+sorbkDQV6kAaFiEWhvHxJcWHNCQW50B4SOCni/7tJaq8+fmzQgJLn7+OfLb1WKYXEDQiMer5xxiPwMyec18oTy2y7hJneVgNDOf5E/JiQkVFVYU0UlINT977L7Jw0IBYWC3GgorUUGgwAW1og2+BwitSQPTorYQeqkVEprpp2U1EcB6XBStYZOihDiReqjADtOSldpTaeTAhBeWsuSk5L6KCCdTkpSWLPhpFR9FGDHSamU1lQw7aSkPgqw46RUfBSg5KSiK7qEECu0trZSxhASQseMa5VLa3GKalb58TOJS2uUMoQQt4QxUVJzcyS6rJTWxqMX92O0wRO6YLy0duea6tKazqKaLfaMCi+tJSmpudkE86W1A+4NLa2pltTcdH/EXmktLuKiWgZIW1HNobOzc9CmNUIIIYTIWfrL8g/PTj1LFg46FWeJA0JzcBxW4rnY9x+H8QwIEUKIC7eTihMKctiGbQoBod14DiNFjxiPXlFIaAr2YKMgkfIOdKsFhLz4hYIcHt4gDwjtQHVAKCgU5DAC8oDQXqgOCQUFgwBgRJ8sINSH8ICQEwhyM2SnPCA0dFt4SMgJBfWfsUIeEIr6vJxQkJvmTllIaPvt8QNCJ1RCQffHv7yYf6qEw//DbKDolDPPAQD89o5jjJ6DUS8Cb/+w7DHvfEEeECqMROntL8ge83ihPyBECCGEEHVsOSmpjwLopAghxI2qjwLsOCmpjwIsOal1y6tLa1l0UlIfBaTTSUl9FGDHSUl9FGDHSfXeGb+0lmYntesmeWnNhpNS8VGAkpPihjUXnBxE0gBLa4SEIymtqRbV0rxljf9sE0L8VtybLqwB5res3Y+9Kr9KMIU3Ns3mj/jGFPNnmN6yBlSX1nQV1bzUYNOajqKaFxultbAta9pKainbspbWopqXadOm0SkQZbhhjdSarPsoblizh+4ta04oyM03z5IHceIGhObhDADAzbhafEYtA0LcsEbyDl+nZAM/JyUNCEnCQdsxDID/tOkopAEhSTjIIW5AqH/DWlsvuruFgR+VqdbHyx+itGntoIhQUNUZCada+4WCvOjYtOYXDBp0hoap1n5FNS+SkFBYOOiEgMnVKqW1gIBQ/4a1D7She6jrdYpKQChkorUTCPIiLq3FDAitO6UcCpq0WnZ5AKJw0LZPlYNBI/9H4RwAWw7fTB9FEsGcFKk1WXdSxB46t6z5+SjAnJPKqo9KA3RShBAdPgqoTyc1mJw4KdM+CrDjpKQ+CrDjpKSltRo7KQADRTU3dFKRJPVRgMxJsbDmgiKGpAUKGULCCSut6dqmlrbSGv+5JqS+8RMwXrJYWhsoqXkxXVprNnblU1Fej33/NwxP93WwUVobl2wraPxzzB+x433mz6hFac3INrUal9ayUlJzs23bNhx33HF0CkQJFtZIGsiyj2JhzS46SmtBwSAHaUAoLBzkhIK8ZCkkVKvCGn0UsQVfp6SXOE5KZ2nNCQR5SWNASFpYW9jWjTXdbxOdAUAeEDIdDhpfeTvaQkBo3xiBIC8qpbWmvwrPUAgIDT9Vdv+kAaGgUJAbHQGhf7oTxT1FtP9Xe3VhDdASEAoKBbnRGRByQkFudAeEnFCQF5WQ0JbtwNgTQR9FlGFOiqSBLDspYpekpbUoHwWYd1JZ8lG1hE6KEBLlpHSX1vLopABgInYDADZA6KTSVlhT9VFAep2U1EcBdFJu/IpqbtLopIQ+CrDjpJSHKAmcFAtrLihiSFqgjCEkGm9pTVdRzcFKYQ0ILa3xn2hCSJxQkJuslNaCi2puslVac4pqbjJfWmu8sPx2zGNmru/FYGGtY0S5/DRjtjxcLcVGYQ0AOg+wUOiqQWkti0U1BxbWSBJYWCNpIMs+ioU1+6iU1j54992i+ycNCAUV1dxkJSRks7BGH0VqAV+npA+pk0paWgsKBbnJWkDICQQNLwI3txexsK0bO7sVAkJA7Utr4wPeb6q01rKs/LZ3pOz6gCwc1Hdj+e3wGBvPBp0hCAdNqYSCNsiOACAPCJ2u8HpeJSB05uDfhhbWAKWA0CkfiwgdeRAX1oCqkFBQMMhBR0AoqKjmRhoSYmGNJIU5KZIGsuykiH2kTsq0jwLkTiorPso2dFKEEEDmpHSU1vLspLxksrTm56RMltZsOClVHwXYcVJSHwXUzElFkkYnJfRRgB0nZXqIEgtrLihiSJqgkCEkmuGHmQ2d16q0xn+aCSHSUJCbtJbW4pXU3JgurAFJS2t+JTUvVkprugtrTlHNTUZLa05RzU3WS2tWimoOFgprVs8xDAtrJAksrJG0kFUfxcKafSThoObO8uuX2atfEp2hEhDqg/wHlVkICdkorNFHkVrC1ynpQ8VNSUNCBQUJkIWAkDcU5C2sARkqrQUV1dzoLK05oSA3ugNCTijIi87S2pSAydWGSmsvnll+DX9wj8L1BeGgzZU/orHNg98fWVgDYgeESsvLoaC534r/eTmolNbWnS5znioBoW3vlD9GEhJiYY0khTkpkhay6qSIfeI6KVUfBdhxUlnwUbagkyKEuDE9RAlIp5OS+igg2kn5kZnSWpSTMu2jADtOSndpTZeTillaq7WTikRQWLPppKQ+CrDjpEwOUeJP7wlJKa2tCi1lQohWnj0nePuZVn78DDBzFUqlEkUMIXVMoVDov+WJ+7GXQlkNgILskdOl9KhTsTZWWQ0ATv26haLX+hHJr9F44cDNjy2WtsVtSn6JjhEd/Tc/nrewwav7I/qv2XlAh92yGmC+SHbVVbkpq7W2tuKd71RIIBFCSMqgjyJxcUI/YR93bg4dBx0oOuNrv4yTkq/cd85J+Nqck0TXV+EiXIaLcJnxc2xCH0UIsc2oyv9MswzDsCzGlOykvAPdmIjd/bc4TMTL8oMeFiZLHpYfgREoB4KcmwlG+ASKWpYFh4OGbJefMWRn9fv6bgwuqwHAzoeEZ6yoft+UU4ODQQCgkPEK48UzO/uDQQDwokrfN+TTBcqBIOfW/74uhXP+KXw6dWn5nf3BIABY8hX5EaecG9/D/vUTj+GvnzDrbTt6O9DRa9jlHV0Cjtps9gxCCLEEnRSJS1wn5SD1UYAdJ7UQV8a+bx59FEAnRQjRww24JPZ90+ykJigM47PipKQ+CrDjpLYK6y9SHwXYcVJSHwXYcVLN4cMkMuOkYvooW07Kho8C1J3U9n8Q3FnopLhhzQUnB5E0wilChIRjessaYHjT2v8dXDIoLT/I3FmEkFRioqBW6y1ragW1IExvWmuOfc+4JTUvVrasAWqb1oIKakGkeNNaUEEtiCxsWrNeUAtCd6ksRyU1N3QKJAncsEbSRtZ8FDes1Q7vVOuo0BCgd9OaXyDomqW/FV0fCJ9qHRQI+ga+ID5HFdMb1vhjIlJr+DolnejesuYXCNquUCgLm2gdFAaaIvRLcadaO5/LSAR/HfXbsAZIJ1pXpjMf3yx4DGQTrZ2h3yGDoAORTrUGIoMvVahMte75nvwx0snWk/9Vdn8NW9bcgSA/dEy13hzjj8GZah1rw5qDZ7K1OxDkh3SqddhE66BA0N7CvlfYROugMNB0BQ8ZOtX66IGvOfRRJCl8DpG0kTUnRWqH1EmZ9lGAHSdl00fZgE6KEOIHnVT8zyXMSQUR30kp+ijAjpOy4aMAO05KZdManVR8hD4KMO+kpD4KyLaTYmHNBUUMSSOUMYREY7q0pr2w9n/DN+GwtEZIfWB6k1otSmt6i2oOpgtrQFhpTbWk5sVKaU1SWJMW1dzYKK0JCmvSoppDmgtrqSmquUlaMstJSQ0InvRKp0CSwMIaSSNZclIsrGULaUAIqA4JRU2u1hEQijO52lZIyHRhDWBAiNQWvk5JLzoCQlGTq3UEhOJMrdYZEPILKAUFhIIKa0BUQCggpaOztDYk4P0mS2ujX6icLZxSLQkHbVtQfjvsXbIzgNgBoY7TyqGg2U/Kj1AJCL0ozC2pBIQ2+wwBj2Jss7CwBqD09fjXl4aDgOqAUJzJ1UlLa3GmVmsJCB1d/XWGPookhc8hkjay5KNI9khaWouzSc2Gk2JpjRBSD9Srk5L6KMBEac1HDOkurelyUqZ9FEAnlWInJUHiowA7TkpHaS0rToqFNRcUMSStUMgQEk5mtqxFFNUcWFgjpD4wXVgD7JTWrsaBxs+oRWlNV1HNTc1La0lKam5SsGVNtaTmJW2ltVQW1RxUC2c5KaoFldTc0CmQJLCwRtJKVpwUC2vZQ6W0hpuOFN1dJSDUA/lP0myEhGwU1gAGhEjt4OuUdKPisK7Bd0X3VwkI3Q3ZdGNpYQ2oDgmFTdIG/ANCYYU1wC8gFCOZk7S0FhQKEn4agwgLCDmhIC86S2tOIMiL5oCQEwpyYzIgVKp8e7jqKPkRcQNCKyszyCa8Kj9DUljreK7svVp/IfNxKgGhGxTUuzQktGGl3OMpBYQiXp/RR5Gk8DlE0khWfBTJHjZ8FGDHSeWptEYfRQgJol6dlNRHAbpKaxEySEdpLQ1OSndpjU5qEJLCWlInFQdVHwXYcVIqpbUsOqnor2KEkJrT2tpKIUNICDuf6zBeWnv2nHeoldZiltTcFGatZmmNEJJ6NuCVyq9sFNaGwnxprQunYqvRE079+mPmS2vrR1SX1nQV1Ry2HGOntLYJVaU1XUU1h+c7OoyX1ro/El5aS3VJzc1VV8nKZ3VUVCOEkDxDJ0VM0XHQgbFDQh0Hlb/nMPmq7YpppwAAvr7yN8bOmI+LAAB34nvGzkhKoVBgSIgQkohLofBTfAAjsSt2QOgRpfVf5XCPNCA0AX34C5pi3387CuKA0ES8jA04RPQYPNwlCwk9DOCDsiPEbG2oDggFFdUcekfKQkJDtlcHhIJCQQ67lskDQjsfqgoI+YWC+j92pGJAKICST75j6p/lAaEXG8NDQk4oyGHjfvKA0OYuYGLIwHonFOSm8+wOUUhoyVfiB4Su6XTOM/fKUSUUpEJUKIgQQvIMfRQxRdp8FEAnBdBHEUL0oOqkJNhyUlIfBVhyUlIfBaTTSUl9FEAnJXBSUh8FqDupsNKa10lJfRRgx0m9OTZ+aS3LToob1lxwchBJOxQyhIRjurQmKqwpFNW8sLRGSP7J4pa1gaLaAD/Ae7WeEYyZ0prpopobK1vWAOCABebPsLRprWOy+W+4a7FpLTNFNS9hRbQ6L6nRKZAkcMMaSTtpd1LcsJZNwgJCTiio6jGf8/lJVghhE62dQJAXlYBQ2FRrJxTkRhoQsrVhzYE/NiK24euU9BPmsIICQSMgd+RhpTW/UNDrscYyDyZuQMg5bwRCpjT74A0HhW1Y24CWyq9CGj9BxA0IObkj79DsOKjksFqelz9GGhLaXP1vayQKU607zv6d6P7igJBnorVfKMiLjk1rfsEgN9KA0J49RTzWOXjDml9RzYskJBQWDhoIBA2mScH3hQWEdIWCwiZaqwSC6KNIUvgcImkm7T6KZBepk5L6KMCOk5L6KCC9pTWAPooQ4o8NJyX1UYA5J6XqowDZljU6KahtWkuhk9KxZc2Ek5L6KEDPprUoJyUtrdFJBSPxCSysuaCIIWmHMoaQcEwX1oCI0pqGkpoXltYIyT9ZKK35ldS82Cmt6S2s2SyquTFaWjt4Rfltz3XmznBjsLTW0XtP+RdTphg7w8FGYQ0ob3TLBd5iWp0X1RzoFEgSWFgjaSftToqFteziDQgFFdUGPSZhaS0oFORGR2ktKBjkIAkI2S6sAQwJEbvwdUo28DqsOJOrdZTWoqZXSwNCYeGgoLOSlNa8hbWBQJAXzQEhvwHZJgNC+64uvx2yU35G3ICQM8k6aoK1H4Jw0OT55VDQr3bLjlAJCJV2yB+jUlorCZ9ekoCQU1iTvhZPGhAKCgW50REQMjG92hsQSjK5mj6KJIXPIZJm0u6jSLaROikdpTUTTkrqowCW1ggh2cOGk5L6KMC8k9JdWqOT8iAprNFJAZA7KamPAtRKaytfkbkbOqkBbDkpFtZcUMSQLEAhQ0g4NSmtGSiqObCwRkh9kNbSWpyimpsslNZqVVLzor205hTV3GS0tNZfVHOT8dJabopqOSRpSc0NnQJJAgtrJAuk2UmxsFZ/iENCm+RnqJTWXsKLovvHDQixsEbyDl+npBu3t4oTCPKiUlp7AGNj31fHROs4ISTV0ppTWGtra0Z3d5QD1BAQ8gsFuZEGhML+aJxAkBfdpTUnFORGc0DICQR5MRUQKjl/dBNl1wdk4aCuSz4HABj73e+KzpCEg/629i/Kr8WlAaHOs+WOTSUgtNuCy9PlpOijSFL4HCJpJ80+itQfKqU1G07KlI+qBfRRhBA3tp2UxEcBdpyUjtJacFHNTZ06KamPAuikYqDqowCZk5IW1RykPgqgk/JD4hOGajmREGKN1tZWChlCQtj5XIfx0tqz57wDh89ZZfQMh8Ks1SytEUKsIy2q2WUoVEpraSmqOZz69ceSl9b8SmpuGi+zV1pLiG9Jzc2aNcZLa893dGgvrbGoll50FtUIIaReoJMiWWTyE1MBAGsPMetxvoEjAADzhQGhNFMoFBgSIqTOsTFgyct1+CoAYCb+PfZjxqNXHBBag6FYI/wx+Q40iEJC21HAVuyHIkoAumI+ahvEAaGHu4ALmuPf/2XIAkI7UR0QCgoFOfQOlweEekdWh4SCgkEAMOp2eUBo17KqgFBQKMjhw02ygFDHkeEBoZL3j24DxAGhqX8ODwg5oSA3mz/3OVFIaON+4QGhwYEgeXjOofPsjlghIZVQkApZCgURQki9QB9FsooNJ6Xqo+bjotSW1uijCCGAfSel4qMAO05K6qOAASclw4KTkmLDSUl9FJBaJxVGlY8CrDgpqY8CpE5Kjbg+yrmvDfLupLhhzQUnB5EsQSFDSDimSmvDe8tvD/4HO4U1B5bWCMk/td6ypquklrYta2krqrlRLqxFFdW82CitKW5ZiyyqubGwZQ1IvmmNJbV0Y1LA0CmQJHDDGskSaXRS3LBWn4RNtXZCQW5UAkJhE62dUJCX+fgP0RlxAkLOhrUvtX0VL3b/TXT9pPBHSMQGfJ2SLqIcle6J1k4oyIs0JBQ3ILQKwwAAQ9Aruj4Qf6r1VjjP431QLJbQ3t4Vc8MaIAkHfRR/BQAsvuB9sR8DQD7RGgAOiAgE+aGyaU2KwlTryefL1lyohIO8pTXfYJAbDVOt/YpqXpJuWvMLBSV9LR4WENIVCgqbaG0jEASYc1L0USQpfA6RrJBGH0XqE6mPAuw4KamPAuJvWpuEKQCAdVgjPkMV+ihC6o84mSkbTkrqo4D0Oik5dFIiUuikxD4KsOKkdGxa01FU81IPTiotGSkW1lxQxJAsQRlDSDi6C2vDfb5PYGmNEKKbWpTWTGxTq3VpLc0lNS+i0pq0qOYmZaU1UVHNjYXSmmphjUW19GJrShCdAkkCC2skS6TRSbGwVr94Q0JBwSAHHQGhoKKaG52ltUmYguHFYfh2+w34UttXsbN7l9WAEMCQEDEPX6ekA4mX0hEQCiqquZGEhMLCQU4gyIvugNBAKGiAYnGcsLAGhAWEnECQF2MBoe9X3l5vOBxUqkwXL8QfVNVP3IDQKeVQ0OT95UeolNZapfpLISDU+avokpoXaUhoc4Tz0vFa3BsQMjG92hsQynpRzYE+iiSFzyGSFdLoo0j9IvVRgB0npdtH+cHSGiFEN9KclA0npXOIUi2dlO7SWi6dlA0fBVh1UmIfBVhxUiqltSgnpYO8OikbOSkW1hShiCFZg0KGkHCSltb8SmpebJbWWFgjpD6wUVq7AF82fkYtSmtZKqq5CS2tJSmpubFRWANCS2vKJTUvKSutsaiWXmyvs6dTIElgYY1kjbQ5KRbW6psPt8r8j0pACCvXiO6uY6q1OxjkLawBDAiRfMHXKenARkDoZlwtun/SgFBQKMiNjoCQfyioTLEItLcPERbWAG9AKCgU5EZrQOj7Pu/THRByQkFedIeETqmeXm0yINR6XOUX0i6ZIBzUObbio26/XXhI/IBQ3FAQX4tXY9NJ0UeRpPA5RLJE2nwUqW+kPgpIp5MK81FB0EkRQnSikpGikxogzEmVSV5a0+6kpD4KsOOkLPgowJyTUvZRQGadFBlMmjNSARaYEJIFWltbKWQICWHncx1KpbU4RTWHF/9nqrXSWmHWapbWCCGJmIbDav0paGYoTsVbtf4kEnPq1x+rLq3pKqo5NF5mp7S25Ziq0pq2oppFnu/oCC2tsaSWbmxLGEIIqUfopEiWmbxiavyA0Dd/V3571nTRGXfin8QBofm4CA/jgdj3n4Qp1gJChUKBASFCSCIW4SsAgCJGih73ND4jCgiNRy+WeqZmR9GLIeKA0A40oDdkerYetuGjUAjjSHgZ1SGhoGAQAFxykDwg1Du8OiAUVFRzf1waEhp1e3VIKCAYBABrX1ELCAXRHwpy813IQkIbEBoQ6g8EuVmwQBwQ2vy5z4UGhBgKUodOihBCzEIfReoKRSclReqjADopQki2UHVSUtLrpN6AvLRm2ElJfRRgx0lZ8FGABScl9VEAnVTGyYKP4oY1F5wcRLIKhQwhwUgKa5KimhduWiOE6ET3ljW/otr7MVfrGX6Y3LJ2Hsrf4G9Efqb23v/zfc0fYmnTWsfIi80eYGHLGlC9aY1FtfSSBgFDp0CSwA1rJKukxUlxqwPRPtXaCQW5UQgIxS2t7Y9ZAIC78E3fj/ttWAPsTrQGONWamIOvU9KDzi1rTiDIi0pAKE5p7Vi8AgC4AdPE15eEg76ODQCAKxEvWTKwYa0X3d3xAkJX42kAwP9idOzPy0G8ZQ2AMJ+qNtW6QWFKtcpk62NOjX1XHROtfYtqXhJuWvMNBXnRMNVaNRRU76/Fa+2k6KNIUvgcIlkkLT6KECs+ChA7KV0+Kgw6KUKITnRvWdPlpOIOUUqrkxogfmHNqpOS+ijAjpMy7KMAS05Kw6a1tDupeidLToqFNRcUMSSrUMYQEk5YaS1JSc2NzcIawNIaIfVA0tJanG1qWSytOUU1N1kvrd3/o6PKvxi5xs6BBktr2z5R3q72wj0WtqpZKq2RdFNrAeOGToEkgYU1klXS4qTqPSRLymgJCQUFgxw0BoScUJAXv5BQUGENYECI5AO+TkkXSUtrQaEgNzoDQk4oyI3ugJATCPISJyA0uLAGhIWEnFCQG6MBoR+8UX47STppG/EDQt2Tym9VvJckIDSnEgwSfglRCQi9fLT8MdKQUOfbFYI6CgEhLFggf4yHen0tnhYnRR9FksLnEMkiafFRhACWfBRg3EmxtEYIqTU6Smt0UmHIfBRg0EnZ8FGAHSel6KMAS05KobSWJSdVr2TRSbGw5oIihmQZChlCwvGW1nQV1dxwyxohRDcqQiZOUc1NFkprfiU1L1ksrfUX1dxktLTmFNXcsLRGTJEW+eKFToEkgYU1kmXS4KTqNSRLqlEKCd39vfh31rBlLaio5sYbEgorrAF2A0L8kRIxAV+npI+kg5Si0LFlzS8U5EZHQCgoFOQmKiBUXVgDvCGhoGCQgzQgFBoOckJBXnSHhJxQkBvdAaE5AdOrDZXW/lz5z2K/98iuDyB2QEgpFOQgCQdpDAXV02vxNDop+iiSFD6HSFZJg48ixMG4jwKsOKm0l9bopAjJP6Z9FFBfTqoamY8CLDgpGz4KsOOkDJbW6KRI1p0UC2suKGJI1qGQISSc5ulySSTFWmntSy+j9PHj7JxFCKkZEhkjLao5pLmwFqeo5pCVwppvSc2LjdKahsKaX0nNi/HSGgtrdUUaBYwbOgWSBBbWSNaptZOqp5AsCUcSEPpVZ/mHb7NX/1l2iEJA6BIIpn5WcIeEogprgL2AEH+kREzA1ynpI60Boc/jCtH9VQJCV0eEjvwICwj5F9Zk52iZaB1UVHOjIyQUFAxy0BEQCiqquRF8KQkLB/054D8F3QGhRKEgN2EBIUOBoHp4LZ5mJ0UfRZLC5xDJMrX2UYS4ieuklH0UYMVJpbm0RidFSH1AJyVDWlqTnmHFSdnwUYAdJ6VxiBKdFAHy46SGWvqcCCGEkLrgxf+Zara09qWX+39ZuOsRltYIyTmlUilUxqiW1Nz8EUuMl9YuwJ9EpTVJUc1hAvpSXVqLVVRz2D7FfGmt8TLl0lqcopo11qxhaa0OSLOAIYQQUqa1tZUhIZIKftXZERoQckJBbjoOOkoWEvrlC/EDQrdMKb/9vLywFpf5uBAAsAhfMXYGwFAQIfVGlJPSQTe2xw4InVv5Wiflq1gZOyC0CK8DAHYrnRQflXMOxVZxQOijP/hvLMYM0WOw7g15SOiSg4ArBf9vVLxXaSjwnlNkjxGw9pXqgFBQKMjh1ScUAkLfRVVASFsoyGHBguqAEENBStBHEUJI+qGPImlC6qTEPgqgkyKE1AV5cVISbDgp1TOsOCkbPgqw46R6ICqt0UkRP/LopLhhzQUnB5E8QBlDSDg2tqwBBjatuYpqXlhaIyT/eGWMjqKal1pvWlMpqfmRttKaqKjmxsaWNUBUWlMtqhnfsgawtJZDsihg6BRIErhhjeSBWjqpetjqQGR4A0J+RTUvopBQWDjICQR5uOTzf4x//QrOVGu/DWvzfX5QrjsgxB8fEVvwdUp6MR0QCgsHBQWCmjFOfE5Yac0J7LjZrRARCppo7WxY+1vba+jrHvx1VXpO3IDQYrRUftUsuj4AWUDoC5W3Y4R/XhLvdXwlFLRTdgQA8VTr9TGGcXtRmWrd+X81B4JqTN5ei2fNSdFHkaTwOUTyAHNSJE1InZS4tGbBSYVtWfPzUQCdFCFEP3lwUlIfBeh1UkHnqJyRKiel6qMAO05KQW/TSREg306KhTUXFDEkL1DGEBKOjdKalsJaSEnNDQtrhNQHhxQON35GLUpruopqDmkorCmX1LykoLSma5ua8dIaC2u5IWsCxg2dAkkCC2skL9TKSeUtJEtqR6LSWkAoyI1qac1dWDuz+7zQ++sICPHHRsQ2fJ2SPkyHgtx4A0JxJlfrKK0FBYMcdASEFuF1NBQLeHv7vr6FNek5YeGggUCQl+bY1+8nLCD0hYD36yytHR8wudpQaW1bJRS0ReHyknBQXkNBeXgtTh9F6hk+h0heYE6KZJnEpTUDTspbWgsqqrmhkyKE6CBvTkrqowB9TkrnGal1UrpLa7qcVEzFTSdF6sVJsbDmgiKG5AWKGEKiSXVpLWZRzQ1La4Tkn7wU1gBgDw41ev1alda0FdXc1Ki0pquo5sAtaySKLEsYBzoFkgQW1kieqIWXykNIlqQDcUBow8niM1RKa0OLmzG7/WB0tL2I3u6+yPurBoT44yJSK/g6JT3YDAW5uQBfFj9GpbTWLAzKqASEmtA06Pc6C2tAdUAoOBTkpll0BoDqgFBQUc1N0tJaUCjIjcaA0Daf6dW6A0L1EAjK8mtx+ihC+Bwi+YJZKZJVxD4KsOKkCnhLfAadFCFElTw7KamPAvQ4Kd1npNZJ6Sit0UkRy9Sbkxpq6XMihFiktbWVIoaQCLpe6DBeWnvxf6bKSmsKRTWHwl2PsLRGSM5ZUXrWeGntj1hitLTWgskAAPWvdvGYgD5rpTUjJTU326fYKa01XoZtH4shYBSZfsYZ5ktra9awtJYx8iBgCCGEVEMvRbJMx0FHRYaESj+6qP/XhVMVhxXF5Hq8HwBwOX4letyl+JZSQKhQKDAgREgdUqtAEADMw5lWzpEGdmye0YQmUUDoUGzFlXi78JQuiANC694AbgyZau3HliZZSGj7FOBDwsFWwyELCPWgKiDkFwpyGAN5QOjVJ6oDQgwFpRs6KUIIySd0UiSrxPFRgD0n5fioS3GvsTO80EkRUp/k3UnZ8FE2z0mtk5L6KIBOitSMenVSLKwRklMoYghJB5GltQQlNUJI/ZHV0ppTVHN4G7bhZYzSeoYX06W1+68/pvIrhUk9KWPDXHNFNTcsrRGHehUwhBBCCMkGfiEhdyBo0PvvnyoOCF1/y/tDJ1o7oSA3N+If0Y7nReewtEYIiSJNoaB1WINJmCK6Rhc2hU609gvr7MAOjMCI2GdElcl0BYLiltbugLBApspCC+ccLwwFJaEH2HZg/LurBoTWdzAQlHbopAghhBCSVoJKa7V0UovwEXFpTdVHAXRShNQTtXJSfiU1G05K6qOca5h2UpIhSnRSitBJkQr17qQKJb7K64er7kkeYWmNkHBMb1lzqCqtGSqqccsaIfnHdGHNIWlpzVtS88N0aU13YW2gpOZhnIXSmuYta0EltVHNWo/xxVhpjUW1VFMP8oVOgSTBxvOnp6cHS5Yswdy5c9HY2Bj9AEISYtNJ9fX1Yf369WhpaUFDg51NuyT/tF4a3xmpTLX2BoT8imoOxWIv2tufR0fbi+jt7hOdoxIS4o+NiG34OqU21CIcFDW9WhoQAlAVEIoT2JGGhLzhHUkoqKFYwNvb98Xf2l5DX3fw19ewgJBfKGhVSDAqmObgDwUFgqIVXzVhU639QkEjFc6IMdG6NGPg19u75UfEDQjVeygo7a/F8+6k6KNIUvgcInmEOSmSZSQ+CjDvpAC1TWuqpTU6KULqA9tOKs42NRtOSuqjgGROSvUMN5lyUlIfBaTSSUkKa/XupNIOndQA3LBGCCGkrul6ocNKae3F/5mKg3/1sPFzCnc9wtIaITnHxpa1JMQpqjmY3rSma8taYFHNYVOT+dLa9ilaSmtR29S2ddkprWmFRbVUk3cBQwghJJjW1lYGhEjdoDrVGp+XnXMj/hELcZ/oMSqTrTnRmhCikzihIAfVqdYTsJ/oMSqb1kzjN9U6bHr1VGxSCAh1oSogFDW5ei3kAaEtTdUhobDp1dshDwgNh29AyB0IcjOyKA8IRU21Zigo3dBJEUJI/UInReoJG07K5qY1OilCiC4kPgqw46RUN62ZJjdOSuqjgFQ6Kfqo7EMnVQ0La4TkHIoYQqIxXVrresF5kbjV2BluWFojJP/YKK39EUtEW9YkRTWbqJbWIktqXlJcWosqqdlm+hlnJN+yxpJa6qGAIYQQQkjW6VzUIZpqLQoIfXpq+e3n5VOwJbyE8cqPZUCIkPxTKpWMTrQuKo0oluGdZG2CPRWvNBSyDZcqNKEJP0b87TbKAaGFB8seolpaO21q/PsrBoRKB8W/u67SGoNB6YU+ihBCCCFZR+qjxCg6KUlpLYmPAuikCKkHTDopGz4KUHdSktIanRTUSmsSHwWk0knRR2UPOqlwWFgjpA5gaY2QaEyU1gaKamU6Dh2N2f9rp7RGCCE6iCqt6Sipmd6yJkVcVEsxqkU1G1vWlEtrLKqlGgoYQgghXuikSNbRXlr7tOcHpd1TgaLegJBfKOij+CkW45OicwAGhAipB3QHhPxCQdKhSFETrf0CQbuxWzxxOiogtMczAGkPGowGhC7H3gCAKdgjepwoIDRTGApSZe+z1B4nCAiV/qp2hGpp7QWGglINnRQhhBAvdFIkyxj3UYAVJ6XqowA6KULqAdNOSuqjADopqZMSYcNJqfooIbacFH1UNqCTigcLa4QQQohGvCU1L7ZKa9yyRkj+sbFlDfCXOLq3qZkurUVtWdNWUkvBljVd29RslNZEsKiWaihgCCGEhMGAEKk3fENCfsEgB00Boajp1UlCQoQQEkXU9GodpbWoydW6AkLeUJD3YzoDQk4gyM0aDNVfWvOGgh4GcLzoiOiJ1n6hoMdagWOErwMjSmtVoaD7AJwuO0ICg0HphT6KEEJIFHRSJMtoKa2F+SjAipOijyKEmCbMSekqrdFJ+SP2UYAdJ2XDRwFGnRR9VLqhk5LDwhohdQJFDCHRJNmyFlVUqwUsrRGSf2yW1j6OC4yeUYvSmpFtajUqrekqqtkkcssaS2qphxKGEEIIIfWANCAEVEJCvxE8QDEg9FH8t+gxKiGhyYUDsbb0kugxhJBsoTrROqqk5kWltHY4ZN93qgaEmgROSkdAyC8U5EZbaS1serWugFDU9GpNIaHQ6dX3QRQQippozVBQuqGPIoQQQgjxR+yjACtOSrW0RidFSP6x4aRUS2t0UvEQ+yjAjpOy4aMAOqk6g05KHRbWCKkjWFojJBppaU2lqGZryxohpD4wXVo7K0cTzyagD7ddf6z5gyyV1jaceajRI2xsWfMtrbGolmooYAghhKhAJ0WyjqS01rnIcUVqQ5Fi8fMV5bcfM3eEe4osA0KE5B9JQMj5+rAJrxv7fGbi3QCAXvQaOwMAhmM4AIijPioBoWuwF0LyKFUol9ZmHhX/AaoBoZkRJTUviiGhkiw3K8IvIMRQULqhkyKEEKICnRTJMqnzUQCdFCFEOzaclKS0lnYnpUJUSc2LUmlN4qMAO04qhT4KoJPKGvRRemBhjZA6gzKGkGiiSms6tqnZKq1xyxohRAW/kprKNCApJres3Xa8haKaLT5stqjmxlppjfIl9VDCEEIISQqdFMkzA6GgATqe68DswwQhoTgTrW97EcDAD+8X/3wiPvqxDfHPQPRUa3coyA0DQoTUN35fG8ZhvPaAkBMKchiCIeKAUJTDcgJBbhqwB33CH5vHKa1djr1RBHCX6MpqrDq+Egx60+Ah0qKaInt2KDzoPogmWgPlgFDnY3RSaYdOihBCSFLopEiWiSqteZ2U2EcB0U7KKam5kDopVR9FCCF0UoOJO0RJWlJTxYqPAtSdlKC0puSjADqpnEIfpRcW1gghhBAf/EprOopqtYClNULyj64ta1Hb1LJWWvMtqf0ewElaLh+OiS1rnqLaxD3ABgvf0ZksrbGolm4oYAghhBBCBvALCPkV1dxoKa39fAWAUuBDdJXW4gSDWFojJN/4TbSO+tqgKyDkDQW50RUQ8gsFudFVWtMZCIqaaN0fCnKzN2QhoaiJ1rpKahEBIb9QUO9+wJBXBWfch9gBIYaC0g2dFCGEEELIAFInpa205lNUc6OjtEYfRQgB6KR0ldZq6qSkPgpIrZMS+yiATion0EeZo1AqlYJ/0llnbNmyBWPHjsXmzZsxZsyYWn86hBiF04MISQc2tqwBYGGNkDpBpbQWVVLzw3RpDYByaS32JjUbpTUgeWktxjY1G6U13YU1FtXSDSWMGnQKJAk2nj89PT1YsmQJ5s6di8bGRiNnEBIHE06qr68P69evR0tLCxoaGrRfn5CkiENCv/rtoN8WUUL7iN1o29GEbhR8HyItrQHAn3C1+DEMCBET8HVKuphcOFD8GGlACAC+gKtE95cGhABgDOSvraWlNQC4Cs2BHysWgbvam/Dxtt3o7hZfGgCqAkK+RTUv0pCQNyBkapuaJyAUZ3q1KCR0evCHGAgyg87X4nRScuijSFL4HCL1BHNSpN4Q+yigyknFQeqkVHwUQCdFSD1AJyVzUmE+ShdiJ6WyaS2lTkpcWjs9+EN0UumGPkoNiU/ghjVC6hSuvCckHXQcOtpKaa3QW0BpCDvqhJABVIpqaSZ2Uc0h7ZvWYhTVHGxsWtOxZY0ltfRDCUMIIcQGdFKEBFP65/Lbwilmz1lc+WH5JIXHcqo1ISQp5+JCpcdJploPwzClM6Q8EjEhWxdrMBS9xwu/Z1fZtLbQUCDIzWOt2NNq8LXgfagKCDEUlG7oowghhNiCToqQYGw4qSQ+ihBCdKDqpCTYcFK2fBSg4KRUN63RSZEaQCdlDxbWCKljKGMISQdGS2ttAyMoWFojJP+sKD0bumVNV0nNb4W9bt6GbZFb1sQlNS+2SmsSBEU126iW1lhUSzcUMIQQQmoBnRSpNzqe6widau2Egvp//9tTUDhFNtF68c8nhk60Xuwz0XUdbsQk/KvoHIClNULyztrSS+KJ1uMwPnSitV8gaBM2YhwmiM6JKq15Q0G7sEscFGrAntCJ1n6hoOOw01hYqHeOhe/bv3Z/+e12s8cs/Xjl9d//yh7Xu59wqvV9QOc4+qi0QydFCCGkFtBJkXpC6qMAO06KPooQEkRanZTURwF2nJRJHwUkcFKS0lqKnZTYRwF0UhmBTso+LKwRUudQxhCSU9q8u5LLsLRGSP7xK62Z2KZWq9Ja4pJaLYjasqahpGZjy5oUFtXSDQUMIYQQQohd/EJCfsGg/o9pCgj5FdXcMCRECPFDV0AoanK1rtJaWABIV0AoKgCkMyTkGwjqBlAUXigqIOSEghxGzge23yk8JJz+QJCLjkOB2YZKawwFpRv6KEIIIYQQu0h9FGDHSdFHEUKCSKuTkvoowI6T0l1ao5MajKS0RieVbuikakvKIo2EEEJIfaJly1pASc0LS2uE5Jd9CgMy5TP4qvHzbJXWrjx+nrkDbG1Z8yutad6mZqO0FrVljSW19EMJQwghJC1wiBKpRzqe60Drd4InW3tRDQjhYzuknxohhFShGhCahzNFj1EtrQ0V/JhbNSD0R88gJdNETq7WFRDyhoLcaAoI+YWC3KiU1sJgKCjd0EcRQghJE3RSpN6Q+ijAjpNSLa0RQvJPWp2U1EcBdpyUjtIanZQa9FHph04qHbCwRgihjCEkJSiX1mIW1dywtEZIvnAX1fLElTjAzkE2S2vnTzV6RK1KayyqpRsKGEIIIWmFToqQaEq/PQUjTlkS785DHq/8YpboDNWA0KzCu7G89Bfx4wgh2UESEBqH8YY/mzLONGtpQEiCswlgAvpEj1MJCEUGgryoBoQ+GxII8qIYEIoKBCXFb6o1g0HphT6KEEJImqGTIkQzik5KBfooQogXG07Kho8C1J2UCnRS8aCPyh50UumjUCqVmFavsGXLFowdOxabN2/GmDHBK4kJySuUMYTUHlFhTaGo5oaFNUKyTZySmo0tawC0b1nzLaodf7jWM3wxWVo7ulJUm2HwjAqmC2sO616kgEk7lDB2oVMgSbDx/Onp6cGSJUswd+5cNDY2GjmDEFWSOqm+vj6sX78eLS0taGho0PRZEWIO6VTrnqFFLDmtHW07mtCNQvUd+kNBLs6eJf684pbWvAEAhoRIUvg6Jf2Eldb8QkFzcJz4jLCJ1k4oyIt0QnXY/Z1AkBeVgJC7tFYsAne1N+HjbbvR3T1wn97jK9+zd0OOJBz02Ycqv9gpPyduQOj08mu5pQoL6VQmWi/fTSeVJryvxemj7EIfRZLC5xCpd5iTIvWE1EcBCN+y5uejALGToo8ihAQh9VGAHScl9VFRj9HlpOIOUUq9k5IU1iw6Kfqo9EMnZReJT+CGNUJIP5wgREjtidyylrCk5oZb1gjJJpJtav+OG6yU1nZjd+LSWuQ2tYefNV9aM7Fp7WjPRrXnYby0ZnrLGotq6YYChhBCCCEk/XRe3KEUEqoiKBgEAL9YrlRaCyJsSi0nWxOSf/w2rYV9XViKR8QBoU3YWBUQCiqqOezCLlFIyO/+QaEgh41o0DrVuj8U5FCEPCAUNdG6PxDkZjjEAaGoqdanD/6Z4pxt8oBQx6HxA0LPH+E8SHYGscOsWbNYOiaEEEIISTEqPqr021OqS2thPgoQO6l1uDG0tBb0vSd9FCH5R+qjADtOSuqjgh6j20kdh52hpbXMOCmhjwLMOin6qHTDjFQ2YGGNEDIIltYIqT2+pTWNRTU3LK0Rkh0kRTU3aS+tRRbV3NgorenAW1LzktHSGotq6YYShhBCSJahjyL1iEpIaPNDH0HTyV8y9Bn5B4SiAgCEkPzjdlKTMCX241QDQs0YJ3qMSmntV4a/tvkFhHrfNwu9u4f4P0BXQMg3FORGU2nNJxjkoBIQCqM/FOSiafZs7O6gp0oDra2t6Onpwfr162v9qRBCCCFK0EmRekO5tPahKwx9RmXopAghXlR9FGDHSamW1mripLxFNTdpdVJCHwWYd1L0UemCGalswcIaIYQQkkI6Dh2N2bM0TNqOAUtrhKQX1ZKaF1ulNQmioppNkmxZiyqqWUZHaY0ltXRDAUMIISRPMCBESDTLP/so8NL98R+gsGVtHW7ETFwvegwQb6p1oVAY9PtSiT6KkDSjy0vFZQd2AIC4sCahESOVHqeyZe047MR/Hf8P6G3qRXl6UQSqAaEvRgWCvCiW1k5YGPvu0oCQ30Rrv6KaG4aEagudFCGEkDxBJ0XqDUlprfPiymvuVb+WHWLJScXdskYnRUh2sO2jAHUnJSmt1cJJxSatTkroo1SQOin6qNpDJ5VNWFgjhFRBGUNI/cHSGiHpohYCRgdRW9a0lNRsbFmTltZUimoWtqwlgUW1dEMBQwghJK/QSZF6Iyog5ISC+vr6gMrmko6pp2G2JCQkCggdHP+6PgSFhLyhIPf7GRAiJF1EOal1WKN1y5oTCHKzHmvRgsmxzwCiA0LeUNBZ2IFfYoToDElA6L8wU3TtfiQBoYV/VTtDyrSFVo7pOBQY0Sh7DENC9qGTIoQQklfopEi9EddJOYh9FGDNSYWV1uikCMkOYU5K6qMAOimj2HBSij5KZcua1EnRR9UGOqlsw8IaIcQXyhhCak/H8g5rW9YIIenAZFHN1pY1v9Ka9m1qaSit6dimZqG0Jt2yxqJaeqF8IYQQQgjJJ34BIW8oyItSSCiQ6kDQ0/gxZuJ8pau5Q0JBoSA3DAgRkg4kTkpHac0vFORGV0AobHq1SkAoDN9A0MPbgJOKsgtFlda8oaC+fYGG12RnRE209gsFrQEk2TBJQOioz5ffPhP/8sQidFKEEEIIIflE6qT0+ihAp5OS+ijnfnRShNSeuE5KV2mtrpzU8YLmltRHAXac1BqIfBRgx0mxtGYHOqn8wMIaISQQltYIqT02S2vcskZI/rFZWvsmppk9pFalNR1FNctEldZYUks3FDCEEELqDfooUo9EFdQS4zvROnxydZLSWtxgkPv+DAgRki1USmtH4N2iM1QDQqOwd+z7SwNCfhOtIydX//d24LOxjyjjFxIKm16tKyAUNb16DbSW1pxQkMM7Pgs88/341wcYEDIJnRQhhJB6g06K1CN5clJSH0UIyR6qpbU0OikpSk5KR2ktapuaDSe1BuLSWhheHwXQSaUNOqn8wcIaISQUChlCag9La4QQnZgurf0X9jV27ZrwewBXGyypWdiyBviX1lhUSy+UL4QQQuod+ihCohFPtf7FcuDsM0RnJCmtSWFpjZD8cho+BgB4CS8aPaeAcZVfmf1ashENeAbvMHoGgHJI6IKIUJAb1YDQtM8IHyPDr7TmFwxyYECottBJEUIIqXfopAgJR2nLWoqdFH0UIdlDUlpLs5NS2bKm5KRUSmsSHwXYcVJrkHiIUpiPAuikag2dVL5hYY0QEgmFDCG1h6U1QuqDN0obY6+7T4KJ0pq3qDYHW7AUY7SeUYXpLWvnX2Xu2m4sltY61lCUpBkKGEIIIWQA+ihCookdEhpyTeUXsnCQlE14PdHjGRIipHaoOKmogJATCnI4EAeLA0JRE60HAkEDbEcBIw0FhJ7BOyu/2hP7+kqct9rs9QFghGJRbQ3EU63nbANKl8W/PwNC9qGTIoQQQgagkyIkHFFpzYKToo8iJNvQSaXISdnwUYC6kxIi9VEAnVQtoJOqD1hYI4QQQkgVLK0RUjtsldZ0ELVNLbOlNW9Rbe18YPKdes/wYri0VvpC+W3nxebOIGpQvhBCCCGEEGP0h4Iq3DMTOONp0SWiJlr7hYImYQrWYY3oHAeGhAipHboCQt5QkBtdASG/UJAb3QGhgVCQw1CIA0L/vR2YE+LJ/EJBe0YBQ7fFPyNqorVfIOgVAPvHPwKAqLRWWiG8tgIMBalBJ0UIIYQQQozg9VGAFSdFH0VIdqlnJxVGtY8ClJxU1JY1r5OS+ijAjpNag1T5KIBOShU6qfqjUOIrrX62bNmCsWPHYvPmzRgzxnCwlpAMwglChNQeW1vWALCwRkiNsVFaU92yFlVUc2O8sOaQtLQWZ5ua6dKa5sKaU1Lz0nkxhUkaoIDJH3QKJAk2nj89PT1YsmQJ5s6di8bGRiNnEGKCOD6qr68P69evR0tLCxoaGix8VoTYJeo5XjXV2i8Y5EYYEAJQFRCKM71aNSTEH1vVH3ydki5UnNRFkI0rlgaEAGB/zBLdXyUc5C2t+QeD3EQHhIrFPrS3/x1tbQegu7uhOiAUZ3q1NCTkDQjFmVwtLa1NCf5QYCjodtkRYROtGQhSR7eT4tfw2kIfRZLC5xAhwTAjRUg4Yh8FWHFS9FGEZJd6dVJyHwUobVqTOimpjwLS6aRuF14fdFKmYE4qX0h8AjesEUJiw7X3hNSejuUd1kprhQ0FlCZSyBBSK2xsWvt33CAqrUmKag5WtqwlIU5RzRaatqwFFdUcWr8zm6W1GkIBQwghhMigjyIkmo6pp2H2GoEvUpxqPQmniR6TZLI1ISQbnIEFSo+TTLU+GG8HAHQLz1CZaH0WduAK/IPgEYpTre/aKHuMyqa1UR+WnSFlDaoCQpHTqxdAFBJ6x2erA0IMBalDJ0UIIYTIoJMiJByxjwKsOCn6KELqA1UnJcGWk5L7KMCKk1LdtJY2J7UA4tIanZQ+6KMIwMIaIYQQkjmMl9Zcw4hYWiMk/0SV1lRKal6slNYefla2ZU2lqLZ2vvkta4qltaiSmheW1uxCAUMIIYQkgwEhQgwgCghtMPqpOHCSNSHpIGqIkl8g6DWsx75oEZ0TVVpzQkEORXSjG0XRGZKA0BUYJ7q2Ev/uTLIWFtYkdFdCQaPC71bFK5BPtF4DlHYLH7MA4tJa53l0WEmglyKEEELUoZMipNaoOSlJaY0+ipD0YMNJSX0UYNZJWfFRgLqTkpTW0uykFkCptEYnpQ59FHHDwhohRARlDCHpwEhp7XX/d7O0RkjtsLFlDfAvrekoqlknqrSmY5uajdKaAGlRjdiFAoYQQgjRB50UIeF0TOkwMNV6cChoHX6ASbhAdERUQIihIELSiZ+Tippcrau05hcMclAJCIXhHwp6AcB0wVUiJlrfPHLgrfMlb9tBwKjVgjMQHRDq9kyvfh3AeNkRkoDQ8kMrv5AtRxDBUJA6dFKEEEIIIcQGNnwUQCdFSD1hw0lJfRRgw0lJfRQQ6aT+3ac5RicVCzopNeijSBAsrBFCxDAgREiOCCipEULSg83S2jTcZOz6VrasAf6lNR1FNZtEbFnTVVLjljVzUMIQQgghZqCTIiQcfSGh4OnVugJCDAURkl4KhUL/ry/Al0WPVS2tDcEQ0WMk+E20jp5eraG01h8K6vV/iK6AkDcU5EYlIBRCfyDIxdMzgZnSgNAChE61ZihIHTopQgghRD/0UYSEY8NHAXRShNQDNp2UaR8FqDgpTaU1v6Kam3p1UgtAH2UI+igSBQtrhBBCSEZJtGVNWFTjljVCaovp0tpFuAwA8KCxE8pYLa397B5z17exZc2ntGZimxpLa/qggCGEEELswJAQIeGoh4R+H/vuSQJCDAURkl7coSBbqASDVCZab0cB12Nv4UkKpbV/Hy47QjUg1HNC/PtLA0I+E639QkFudJXWGAxSg06KEEIIMQ99FCHh2PBRAJ0UIXnFtpNSLarZcVKKpbU0OikpNpzUAtBHaYROisSFhTVCiBKUMYSkA3FpLcFGNZbWCKktJkprTlHN4US8gQexj9YzvBgvrd0hDR8pYqm0VvqR2SMAltaSQgFDCCGE2IdeihCN7DjZ+BHuSdaFQoEBIUJSRlgo6Af4N+0TrXVMr5YEhJZhWOLzIjlDGApSZfe/lN+aznG9Aiz/oOwhqqW1ziF0UqrQSRFCCCF2oY8iJBxRac2CjwLopAhJM1Eltfp2UoLSWpqdlMqWNRtOagF9VFLopIgUFtYIIcpQxhCSDiJLawlKaoSQ/OEtqXmxUVrTjl9JrfefgSE/NHuuwdLaW4cZuSzRBOULIYQQQghJM5EBIb9Q0B3/Bzg3/lrnqInW7kCQFwaECEkHcadX6woI6QgFxcUvEPQBbMd/YaTwShEBIW8o6A8AhKGayInWTiDITWk6UHgh/hmCgNDYeZVf7Ip/eRW2HFX5BfNBIuikCCGEEEJImhE7KaGPAuikCMk6km1qdFJ0Urqhj1KHTookoSHJgxctWoRCoYCFCxf2v2/btm343Oc+h0mTJqFYLOLQQw/F97///dDr9PT04Bvf+AamTp2K4cOHY+bMmfjd73436D5TpkxBoVCoul100UX991mwYEHVx+fMmZPk/yIhJAL+I0RIOuhY7vMq+nVoL6sVNthdwU0IGcwbpY3Kj70Il0WW1WwxB1v0XOiOvcM3qvX+s55zLPLWYYPLal032zm39TuCbZ11TGtrK1//EkIIISmB/yYTEk7HFB9XtOPk8AnWd/wf0Rnr8AOf960JDQYRQrLJD/Bv4se8hvUY4vqfborornrfMgwLnV79AWxXOMknhHPG8OAJ1n9QOGLbQdXv2/0v/sEgh1LMSdsOET8rGDvPFQwCcKzCEPCnZ4Z/fMtRAzeHabPppOJAJ0UIIYSkA/57TEg0Yicl9FEAnRQh9QSdlIcsOqkQHB9ly0k50EfFh06K6EB5w9qyZcvwwx/+EEccccSg93/hC1/Aww8/jLvuugtTpkzBgw8+iAsvvBAtLS047bTTfK91+eWX46677sKPfvQjTJ8+Hb///e/x4Q9/GI8//jje+c539p/X29vb/5hnn30WJ5xwAs4888xB1zr55JPx05/+tP/3TU1Nqv8XCSGEkEzRsbwDs/c3/2K6sKGA0kROHCKkVrxR2oh9ChNi31+lpGZjy9ocbMFSjJE/MKyg5ofpTWsatqxFbVPruhloXpjoiFi0fmc2Oi/mGCE/KF8IIYSQdNLa2orOzs5afxqEpJaOKR2Y/fzlsgcpbFoDTpKdAU60JiTvrMDzAIAWTDZ6ThHd+G80ix6jPNX6jFnx76461bppXvT9kuAz1XpsyJHHDgMeFU61fnomMPPpwe9zB4L8mDZ7NlZ20El5oY8ihBBC0gl9FCHRiJ2U4qY1OilCiBc6KaTPSQl9FGDHSdFHBUMnRXSjtGFt27ZtOOecc/CjH/0Ie+2116CPPfHEE/jEJz6B4447DlOmTME///M/Y+bMmegI+Y/6zjvvxGWXXYa5c+fioIMOwmc/+1mcdNJJuPHGG/vvM378eEycOLH/9p//+Z+YOnUqjj322EHXGjZs2KD77b23MNBKCBHDf5wIqT+4aY2Q2hK1ac3ZppZko9qJeEP5sUaI2qZWS9bOV3qYd5taGNy0Zh9nShBf6xJCCCGEEOLPEGzGEGxWfnyhQL9ESC2RBvSiJlqvwPP9N4dH8Hulzy0Ob2AE3sAIY9cf4PDKTYhkqvVet5dvUlQmWr/uP706CNWp1n7b1MLgZOsB6KMIIYSQ9MN/qwmpLXRShGQXlcIonZRBbDkpoY8C7Dgp+qjB0EkRUygV1i666CLMmzcPH/xgdQ33ve99L37zm9/glVdeQalUwsMPP4wVK1bgpJOCpxns2rULw4cPXlFZLBbxpz/9yff+u3fvxl133YVPfepTVS8eH3nkEUyYMAGHHHIIPv3pT2PjxvAwLyFED/xHipB00PEKpz4QUi/4ldaSltRsMwdbwu/glNSSFtV6/znZ4zUjKaq5sVVaq3coYAghhJBswX+3CQmnY8a18gfd8X9CP+wNBQ3BL+VnVGBAiJDaoqO05g0EedEdEPKGgmZgt/gaH8D2iHscjqpQ0D17xOdElta8oaCRZ8rPkASEzqzcDDLz/5VvRAYHJxFCCCGEkLwhdlIxfRSdFCHZR1dpjU4qgLg+ypaTsuCjAHUnVe+lNTopYgNxYW3x4sV48sknsWjRIt+P33LLLZgxYwYmTZqEpqYmnHzyybj11lvx3ve+N/CaJ510Em666SasXLkSfX19eOihh/DrX/8ar776qu/977vvPnR1dWHBggWD3n/KKafgZz/7Gf74xz/ixhtvxLJly/D+978fu3b574XctWsXtmzZMuhGCCGEZB1bpTVuWSOk9rxR2qhlm1oQNras+ZbWTGxTM11ai9iy5pTUVIpqtqnXLWsUMIQQQkh2mTVrVq0/BUJSja7SWtj06iQBIUJIbVEprflNrjZN2PRqfQGhiMnVKqW1R3zeFza9WiUgFMaZqAoGbY7KRnmImmjtBILcoaAxP5CdAdRnQIg+ihBCCMku/DeckGh0lNaitqnRSRGSTVRLa3RSMfErrUVtUzPlpCpIfRRAJ2USOiliE1Fhbe3atbj44otx1113VW1Ec7jllluwdOlS/OY3v0FnZyduvPFGXHjhhfjDH4Iru9/5zncwbdo0TJ8+HU1NTfjc5z6HT37ykxgyZIjv/W+77TaccsopaGlpGfT+s88+G/PmzcPhhx+OU089Fb/97W+xYsUKPPDAA77XWbRoEcaOHdt/mzx5csw/CUKIH/zHi5D6g6U1QvKPtdKarm1qYdSgtKa7pGZry1q9lNY4KYgQQgghhNQLqqU1v+nVQTAgREj+KWIkihgpfpzqRGsnEBQUCnKjHhDymVwdhkppDQCafxYdDHKQBoT8JlpHTK/WUVqLmlzNgFAw9FGEEEJIPuC/54REo1Jak/gogE6KkKwiKa3RSUGttOa3TS0Mw05KV2mNTkodOilSC0SFtc7OTmzcuBGtra0YOnQohg4dikcffRS33HILhg4diu3bt+Oyyy7DTTfdhFNPPRVHHHEEPve5z+Hss8/Gt7/97cDrjh8/Hvfddx+2b9+Ov//973jhhRcwatQoHHjggVX3/fvf/44//OEPOP/88yM/3/322w8HHHAAVq5c6fvxSy+9FJs3b+6/rV27Nv4fBiHEF/5DRkg6sLVljRBSe64uLTR+hsnS2tJLjsbSS442dn3rrJ1vfJsaS2vJoYAhhBBCCCEkguHzyzchkoBQqVRSmqRLCNFP1H+L3lDQUt+1YeFIAkLdKKIbRfEZkoDQf2Ek/ksh6CRm7jrzZwDlgJDPNrUwVEprfpOrw2BAaDB0UoQQQkj+4L/thGhE0UdJoZMiJD3kxUlJsOKkTnu5fLOB0EmpltbopJJBJ0VqyVDJnT/wgQ/gmWeeGfS+T37yk5g+fTq++tWvore3Fz09PWhoGNyDGzJkCPr6+iKvP3z4cOy///7o6enBvffei7POOqvqPj/96U8xYcIEzJs3L/J6mzZtwtq1a7Hffvv5fnzYsGEYNixiXyQhRExrays6Oztr/WkQUvd0vNKB2fubfxFd2FBAaSJFDiG15OrSQlxZuLnWn4aIqpLa8y3AjPXmD+79Z2DID41c+tqP3Vn+xZtGLj+IrpuB5oXmrt95cf6KzxQvhBBCSP6ZNWsW/vrXv9b60yAktXTMuBazn788+A4+gaDeX/ZgyFmNonOG4JfoRfXPdxwYCCIknZRKJRQKhUHvC5tcvRSPYA6O03a+XxhoJErYjoLPvYOZgd14Hk2BH68OBD2L2JOsHe7ZA5wR8mN2v0DQ7mOBpofjnzHyTGD73dH3e+8L8a+ZgI12jsHKDjopQgghhGQP5qQICUfqpOijCKkv8uCk5D4KsOKkdr8faPqj7AwLTmrzdmBszM4enZQ6dFIkLYgKa6NHj8bhhw/+4jhy5EiMGzeu//3HHnssvvzlL6NYLOKAAw7Ao48+ijvuuAM33XRT/2POPfdc7L///li0aBEA4M9//jNeeeUVzJo1C6+88gquuuoq9PX14Stf+cqgs/r6+vDTn/4Un/jEJzB06OBPfdu2bbjqqqvwkY98BPvttx/WrFmDyy67DPvssw8+/OEPS/5vEkIIIUQIS2uE5J8T8QYexD6JrhG5SS2DpbX+kpqL7+0NXJTR0hqLaoQQQgghhOQb34BQxORqXSEhBoMIST+lUgkjCqNi318aEHoEv8dxOGnQ+6KmVusqrYVPrtYUEIqaXC0NCQUFhIICQesBtMS/PBAdEPKGgna/D2j6b9kZY34AbLkg+ON5DAQBdFKEEEIIIYS4kTop+ihC6gupk5Jiw0nJfRRgxUnpLK3RSWUCOimSNkSFtTgsXrwYl156Kc455xy8+eabOOCAA/DNb34Tn/nMZ/rv8/LLLw/awrZz505cfvnlWL16NUaNGoW5c+fi/7d353FylXW++L/dSUgaSAKyZcMAGRx2gh2H5aKAsmgiF1FBlmFTggh4xQVlm2tw2AaRUXDGBZwMEAVRR8SBYdEhMP4Ah27UYWBcroiQxIgiJEYgtEn9/gjV9FJdVafqnFPb+82rXkmqzjlPVeehuuuT7/d5brzxxthss82GXft73/tePPXUU/He97531Ljjxo2LRx99NG644YZ4/vnnY/r06XHQQQfF17/+9Zg8eXLaLxOowOpB0Bzy2mUNaLw8dlmrtWmtYqPaUC3QtFaqSW2kvJrW0tCOTWoRAhgA6FQyKaisb5eLY94TP0t0Tq1FQufEqriscGqi84D2tjTuir3jHYnOqbVp7ZrYPMEZNRYI3Zgwx6qlaW2vv63++JQKhMqtXp1WgVA7FgXJowCgc8mkoLKkmZQ8ChhLLbus5ZFJJc+jInLJpGptWpNJtQyZFM2s7oa1pUuXDvvztGnTYvHixYnOOeCAA+Lxxx+vONahhx465ooHPT09cdddd1W8BpAfYQw0h9ya1m7pijjaykTQSHk0rSWRqFFtqLya1hKqplFtqDya1urZZa0dG9UEMABAhEwKmsE5sWrw9+d1XadICFrIC4U1me2y9uY4IiIi/lTLE0vgH2NKxiNExBWprws72pQERUFD1VggtPbp6o+vtUCov7f98qgImRQAsIFMCtKXpGlNHgWtrdUzqVzyqIjaM6kkTWsyqZYhk6IV5JCkA51MGAPNIcumtcLQDwCa1qDtVdplreYmtUaoYpe1pE1qIzVj05pGNQCgE8ikoLy+Hf4y9V3WhhYFAa0t7QKhYlFQUS07plU6p1RR0LhYF+tiXIJRKqxoXaog6DevjZj+VIIxonKB0MiioF9GxJxkQyTxZI2RfpICoceKK1m3USwljwIASpFJQXkyKaCcpJlUOSPzqIh8MqnkeVSETCo7MiloPA1rQOaEMdCeCmP9Q7SmNWioPHZZK9W0lnqjWl67rJVoWqu3Sa0RKjWttWOTWoQQBgAA6pFWgVA1RUFWtYbWk0bTWqnCoKK0CoQqrV6dStNapZWr0yoQKrd6ddICoQorWpcqCPrNrIjpyxKMEZWb1gaLgl4xad68eKmvtXMqeRQAANQnr0xKHgWtKUkmlTSPisgnk0qtaU0mVVLSPCpCJgWNpGENADpEGrusjdmkNpKmNWiovJrWPnXu/850jDyb1i4+4Y2ZXT6PXdYiSjettWOjmgAGAKiWRZSgsloLhM49+oXEYykSgvb3UCyN8+Pvqz6+1gKhT8fUROfU1LR2xdxEY9RcILTlQdUfn0KBUKWVq9NqWitVGFTUqgVCMikAoFoyKagsr0xKHgXtL2keFZFPJlVz01ozZlJJ5ZBJJc2jIlozk5JH0Q40rAG5EMZAc6i1aa3qRrWhNK1BQ2XZtPap2COT65aUddPam7NrVBsqz6a1X/6qtcKVaglhAIBayKQgbU+/8usWDX0WQD6S7rKWtcvjNRGxoeAnMyfMze7aQ72YYVHQUCsinpye7JRam9Z+sXP1x7dSgZBMCgCohUwK0iaTgk7SLplUoqa1Zs6kki6iFJFLJpU0j4ponUxKHkU76W70EwA6h2+g0HoK99fYrAa0pU/FHsOb1S5/Mp+BHy+zV3yt3vzGYc1qFy5Pf4iR/uE12V7/T1tsuLWT3t7ewRsAQK38LAHl9e3wlxWOeHrIbYPLb3m2prHO67qupvOAxnmhsCbR8ZfGhxMdv0mUX/Ts8njN4K0o+erUVRQUnTB3eGHQo4mH2LCidTkvHvTqrejpsQ8v6ZfVH3rNjhtuWdvo0g23pCbNS764Xl5kUgBAGvwsAeXllUnJo6A1JcmkkuZRETKpVs+kas2jmpk8inalYQ3IlW+k0Hh9y8uvEFFsUkulUe2WZFtnA+m6qHB23dcoNqmNuataXk1raSg2qY2xq1qrNq2NbFSb1sTFPtUSwAAAQL5KFwgNLwgaSdMadI5GNK2NLAgaKbUCoZFFQUOlWSD00oKxz0m5QGhkUdB3a1iQ/Dezyj9eLAoaWhi06wnJx2m2pjWZFAAA5CuvTEoeBa2pEU1rbZVJjWxSGylpJlVGMY/KK5MqkkdB8xvf6CcAdB7b3kPj9S3vi3kzh//gndlOard0RRxdfkUSIDsXFc6OT3Z9NvF5YzaolXL5kxHnbpd4jEQenxGxy4razh2jQa2VVdpJbdq8ebGyBbawH0kAAwBkRR4FlfXt8Jcx74nvNfppAG3i0vhwnB9/X/Xxm0Qh/iaSbR2/LsZVXqV6hHGxLtadkCB/eDQidk80xIYCoc3mbPh9V0/E5JsSXqAKv4yIOcPvKrdy9Xc3jTg8Wd9h/GZWxPRlw++rtHL1ridEPHZjsnEmzZsXLzUwx5JHAQBZkklBZTIpIC1J86iINs6kspAwj4rIJ5NqxTwqQiZF59CwBgAdqm95X/T+MqfVIjStQctI1Kg2VDM2rdXQqHbh8oiLZyY+LZF/eE3EmX+o7dxKjWqtSAADAORFgRCk7/Jbno1zj07+QeXNXW+Pfy/8awbPCMjKC4U1sXFXDcsiV2FRbJbJdUdat2eNGUSSAqFt/3HDr39MOMbTEbFtwnN+GXHNW6s/vNYCodlnJDunVYqEZFIAQF5kUpC+WjIpeRS0pqSZVJKmtabPpJLIK5NKmEdF5JNJtUoeFSGTovN0N/oJAJ3JN1zoQLd0NfoZNLWurn8ZdoM0XVQ4u+zjn4o9Bm9N7/EZ5R9/8xtfvdXowuU1n1q1f3hNsuP/tEXyZrVpTbaF/Ui2tAdqddlll0VXV1ecffbZg/etWbMmzjrrrJg1a1b09PTEzjvvHF/4whfKXmdgYCA+9alPxZw5c2LSpEmx5557xp133jnsmO222y66urpG3c4888zBY04++eRRj++zzz6pvmYgPX7+gPL6djg48TmX3/Js1cf+MG6NH8atEbGhSAhoLS8UklWWXBofLvv4othsWGFQ0pWpIzasaF328T17B2+D/ivxMBua1srZ9h9fLQyKiJj80eRjPF39odu+dcMtS7P/a8Mtay/19eVWHFTMo/xMCNRCJgXUw88fUF6WmZQ8Clpfx2ZS1eZROWVSeeRREbVnUrueUP2xeeZRETIpOpsd1oCGsYIQNF7/nBx3WaOksZrTurr+JQqFd+b8bOp3VNcpw/78jcLiBj2T+nV1DW+yLBRae5fAiwpnxye7PjvsvtQb1PLYZS2i9E5rdTSoNUqlndbS2E1t2rx5sbLBW9iPJHwB6vHwww/Hl7/85dhjj+Hfwz784Q/HvffeG0uWLIntttsu7r777jjjjDNixowZccQRR5S81oUXXhhLliyJa6+9Nnbaaae466674sgjj4wHHngg9tprr8Hx1q179R8o/vu//zsOOeSQOOqoo4Zd661vfWssXvzqzz0bbbRRWi8ZAHLXt8PBMe+J76V2vWJBUClWtob2V2pV63KrV4+LdRULfkZaF+NGFRZVXLn6vyISR2OldlobWhA00uSPRqwp83hCpQqCroiIjye4RqUVrUsWA50eEV9MMEhUXtXabmpAq5FJAUD28sqk5FHQGdomk0qaR0VsyKT++JkEg5Q3MpNKmkdFyKSgk2lYAxpK0xo0Xq5Na7d0RRzd2k0/aah2B7VWaVob2aQ28rFWa1ob2ag29P5WbVob/pq+n+1geTatnTUns8tfuDzi4pmZXX5Qqaa1NBrVmo0ABkjDmjVr4vjjj49rr702Lr744mGPPfjgg3HSSSfFgQceGBERp512WnzpS1+Kvr6+MYuDbrzxxrjgggti/vz5ERHxgQ98IO666674zGc+E0uWLImIiK222mrYOZdffnnMmTMnDjjggGH3T5w4MaZNm5bGywRyII+CypIWCF1+y7Nx7tHDP8yUa1QDWtcLhTWxcdemic65ND4cL0f1GWGtBUKx59xE59TctDY/vSa0UZ6OiG2H31Vp5eo0mtYqrlqdUoFQ3itXA6RBJgWkRSYF6as1k9K0Bq2nozOprPOoiMSZVFpNazIpaH8a1oCGE8hA42lay0e1jWqtoFyTWqljm71pbawmtVLHtVLTWrWvK3VZN629ObtGtaHybFo7OcO/qkbusiaEAdJ05plnxoIFC+Lggw8eVRy0//77x2233Rbvfe97Y8aMGbF06dL4+c9/Hp/73OfGvN7atWtj0qRJw+7r6emJH/zgByWPf/nll2PJkiXxkY98ZNT32KVLl8bWW28dm222WRxwwAFxySWXxNZbb1127LVr1w7+efXq1RERMTAwEAMDA2OeV4/idbO6PjRSLfN7jz32iB//+McZPSNI1/r164f9mpee6E50/OdueS7edNIDg3/eKCZUdd5bNz4yvrvqlkRj0V78nNJ6Vr38XEybOqOqY98Uh0RERPI18pMUCL2yzPTEdeUPKyXJv5a/7eENv66rvnCpZ9OzN/za1VP9OMsiZp005M9V/K9xdUR8qPoR4l8nRpz2w0RDRJwWEf+UYJCIeN0pET/+wH2v3pHD97K5c+dGhPeUvHgPbyxf93x0QiYF5EeNFJRXyy5rl9/ybBx09H8kHkvTGrSeJE1rb44NC0TcmeUTirmZXj0iIg5/aMOvSWOvWnZZezpi24XVH15r09pZD1Q+bpgam9b6P2Q3NWgGXYVWqrjN2OrVq2Pq1KmxatWqmDJlSqOfDnQcgQw0Vm4Na0Ud0rSWRpNaM+2ylqRRbaRmbFqrtaGrmX+Eru41ZbzLWlHaTWulGtV2SXeIUrJsWjvnlb+u32U3xKC8mtYEMHQqmUK2br755rjkkkvi4YcfjkmTJsWBBx4Yc+fOjc9+9rMRsaFwZ+HChXHDDTfE+PHjo7u7O6677ro44YQTxrzmcccdFz/5yU/i1ltvjTlz5sT3v//9OOKII2LdunXDCneKbrnlljjuuOPiqaeeihkzXi3O/frXvx6bbrppzJ49O371q1/F3/zN38Sf//zn6O/vj4kTJ5Yce9GiRXHRRReNuv9rX/tabLzxxgm/OgAAAEAneuGFF+K4446TR2WoUzIpcwjyp0YKyqu+aW3DrqQHHV17bY6mNWgt5RrWik1qI90ZRyUao/wiSnNL371noiE2KLfLWrFRbah1jyQfo9qmtZM3/LJtdevQDVNt09rCX2z4dWItRVIJGtZ+9MruautzqJNSI0WnSlIjpWFtCMVl0FjCGGg8TWvpSXs3tUY2rdXTpDZSszSt1bvzWDP+CJ38NeXQtJZGw1o1u6ll3LSWdsPaOWP8VbV605oQhk4nU8jO008/HfPmzYu777479txzQ9I/sjjoyiuvjGuvvTauvPLKmD17dtx///1x3nnnxbe//e04+OCDS173d7/7XSxcuDC++93vRldXV8yZMycOPvjgWLx4cbzwwgujjj/ssMNio402iu9+97tln+9vfvObmD17dtx8883xzneW/hmu1GrW2267bfz+97/PbP4MDAzEPffcE4ccckhMmFDDvzRAE6tnfttljVawfv36WLlyZUybNi26u5PtepaGA55cWubRLUfd86aTbqt5LDutdSY/p7SukbusFXdTK+d7cWTicUYXCe1e/oQKD5e064g/F3dTK2fdTyoe0hPj4p969o73/v698WLhxdIHHVf67lk1/O9Qbpe1k385+r6Nfp98jHK7rP3XzaXvX3/ffaUfqFNxNzUax3t4Y61evTq23HJLeVRGOimTMocgf2qkoLzyDWtblbxX0xp0jpFNa2M1qg1Vf9Pa3MonpdG0VqpRbaikTWvlGtZOLn132k1rxUa1odJuWis2qY2UVdOaGik6nYa1Gikug8YTyEDj5dq01mYNa2k3qY2UZ9Namk1qQzWyYa3eJrWRmuXH6PpeVxM3rVXTqFbUIrusjdWoNlTWTWtpN6wJYOBVMoXs3HrrrXHkkUfGuHGv/qPAunXroqurK7q7u2PVqlWx+eabx7e//e1YsGDB4DGnnnpqLFu2LO68886y13/ppZfi2WefjRkzZsS5554b//qv/xqPPfbYsGN+/etfxw477BD/8i//EkcccUTF57zjjjvGqaeeGp/4xCeqeo15zJ+BgYG44447Yv78+YoIaTv1zm95FM1u/fr1sWLFipgxY0ZDGtYiShUJlS4MKqq1QEhxUGfyc0rrGZpHLUhY7BORvEAoImJdJMwgaikQuqBCQdBIVRQI9cS4uKlnvzj2xQfixT9eMfzBkysPkUaBUKmioKHSKBAaqyhoqDQLhGRSzcN7eGPJo7IlkwKyJpOC8pLmUREyKWh3eWdSifOoiKbJpIYZ2bR2cuVTZFKjyaPgVUnyhPE5PSeAqvT29gpkoMH65/Tlv9Nai8u6US1PWTWqDb1+3k1raTeqDb1uo5rWsnpNmbj8yWRNa0ka1Yoej8yb1i5cXlvTWjVNanmaNm9eKk1rQhggT295y1vi0UcfHXbfKaecEjvttFN84hOfiHXr1sXAwMCoAv5x48bF+vXrK15/0qRJMXPmzBgYGIhvfetbcfTRR486ZvHixbH11lsPKz4ay7PPPhtPP/10TJ8+veKxQHOQR0FlfTscHPOeqLyTUNG9t7yzpgKhRn7WBiprRCa17t2vZBDfzHCQCxIW+RSNe32yAqHJH414V5lVrUt4eiB5gdAVEfGLCgVBQ63dqoYCodMjfvS/Ep6TApkUkCeZFJA1mRSUlzSPipBJQbvKO5PKJY+KqD2TSkomVRd5FNRHwxoAkL822Fmt68dDPwh/K58xu/4lk13Wur7y34O/f3fqVx8tr6a1PMKKvEPL9F/TWyKXXdYqNa3V0qQ2Ug5Na0nU2qi2VWS/y1qtTWsCGKBRJk+eHLvtttuw+zbZZJPYYostBu8/4IAD4pxzzomenp6YPXt23HfffXHDDTfEVVddNXjOiSeeGDNnzozLLrssIiJ++MMfxvLly2Pu3LmxfPnyWLRoUaxfvz4+/vHha7+tX78+Fi9eHCeddFKMHz88SluzZk0sWrQo3vWud8X06dPjySefjPPPPz+23HLLOPLII7P4cgAZUSAEjXVv3D74ewVC0HzKZVK3xzcSr2j91vhG2RWtB4uChnp3JCsS+kmUX9G6ZEHQRhHxcoJBovqmtf2uiRj3YrJr1+DB1bWdl6RAaHWNRUHd8+bVtKK1TApoFJkUkAeZFDSWTAqaV6UaqVwyqaR5VEQ+mVSSRZTemKxRrVa1ZlJJ5JlJyaMgPRrWgKYjjIHGy2SXtTZoUosY2ajWgPFTbFob2qiWt6ya1k7vGrm5eHvItvmugU1raTSq5ajSLmtp7aaWR9NaEkIYoBXcfPPNcd5558Xxxx8ff/jDH2L27NlxySWXxOmnnz54zFNPPTVsxeuXXnopLrzwwnjiiSdi0003jfnz58eNN94Ym2222bBrf+9734unnnoq3vve944ad9y4cfHoo4/GDTfcEM8//3xMnz49DjrooPj6178ekydPzuz1AkAj9O2wZ6q7rA0tCBpJgRA0h2ozqbQKhEo2qg2VRtNaxZWra2haK2e/ayJ+tN+rf34mIrZOdolKK1qXKgj6/TYRW/422TiVmtZGFgXNiYhfJhsiUYGQTApoBTIpAMhW0jwqQiYFrS5JjVQumVRaTWtpZ1KVmtZGNqo1aSaVNI+KyDaTkkdB+roKfroatHr16pg6dWqsWrUqpkyZ0uinAx1P0xo0XipNa23QqFZVk9pe+eyyVlRr01o1TWrvPjWflVUiIrWmtVKNal+KT6dy7Wpk8SN13tvZ59K0FhFx91uyvX4Ou6yNbFpLq1FtqDwa1srtsiaAgeRkCtQjj/kzMDAQd9xxR8yfPz8mTCjzLwvQgtKc3/IomtH69etjxYoVMWPGjGGFro2StEhoZIFQuaKgofzzVefwc0rzSppPJS0Qioi4/d2XJz4ncZHQLVWuOD2ohoa1kQVCrxQF9azriZt+dFMcu9ex8eLQHdYSFghFjC4Qqmbl6qRNaxGji4QqrV6dtECoXHGQTKr1eA9vLHkU9TKHoHnIpKC8pHlUhEwKWlUt9VK5ZFJJ86iIhmZSY2rSTCppHhUhk4JGSpIn2GENABhTzTuttUGTWkTC3dR+9K7cm9aSSLKb2jev+2iuTWu1qrSb2vvjnNya1tJcZSv/RrU283hk3rR24fKItbOyHSOPXdamzZs3qmlNAAMAdLre3l4FQlBBLTutxdHvSzyOFa2hve0eh0ZEVFkuWKOaI84adlkb9/qI/Y6v/vgaV7Ve9mLl44aqdae1ta9Ldk4SpVa0lkkBAJ1OJgXl1brTmkwKGKnmTCrJTmsyqZp2Wssyj4qQSUGjaFgDmpYwBlpQJzaqDZVj01pX179Utctakka1ofJqWjuq65TEu6xValQbqlWa1pqjSe0tkcsua4d+P/td1jJsWivcteHXGtY0SiyvprWZwnYAgGFkUpCi599U1+kKhKCxCoVCotzq9vhG2RWtiwVBQ537zX+Py9/95mRPrFKB0MhY8+nXR2ybdEXrBAVC2yUoChoqQYHQQznFhxP/fsOvaxOcMyeSr2jdPW9e7OX9HQBgGJkUpEgmBS0raR4VIZPKUh6ZVC15VIRMClpFd6OfAEA5uteh8frnjL0VckRsaFIr3lpY14+7Bm91+dG70nlCVejq+pfS93/lvwdvreCorlOqOu70ro8nalZrBV1dXU3SrFaUcSNZ0aE5NMalrHDXq81qEREbfSWfcbfK8NozCwXNagAAQE36dtiz/AHPv2l4YdCXf1HzWM31uRk6T9ICvdvjG6Pu2z0OLVkYVHTuN/898fOKd5e47zMx9grWT78++RjlbHf8q7eiFTVc55nyDz/UNbwwaNnGyYf4/TblH5/496/eiqZ8INkYcxIcu1ehoDAIAABIrOo8SiYFLa+WhlGZVAJV5lF5ZVJFSfOoCJkUtAINa0DT07QGjVeyaa0NmtQiIp0mtQYa2rSWdpPaN6/7aGrXqmSsprVik1o9jWrvj3NqPjepagPL5mtUGyqnprWsPV7/JYpNakMb1YbKq2ktbRrVAAAqk0dBZSWLhEYWBQ1VR4EQ0Fi1NK0VC4LKFQUNVXOB0GeifFHQUIkLhDYafdfIgqCRUmpaG1kUNFRaBUIji4JGqqVIaCzFgiBFQQAA5cmkoLzEeVSETApaVK1Na02ZSSWWQyaVMI+KyCeTSjOPipBJQTMY3+gnAAC0hmLTWrsEpJk2qf3oXRF7fSu764+Q5U5q37zuo/HuUzP5ZD3KUV2nxDcKiyMiUt9J7f1xTnwpPp3qNcfS1dVVMjRp3ga1Bjn0+xF3Z9wc93hE7JL8tLEa1ErZ6CsRL78v+RhJbBURv6vzGhrUAACS6+3tjf7+/kY/DWhqfTvsGfMemVr9CV/+RcRpOyYeZ6zP2kAH2zmvgTaK2O6oZKesiIgZCYd5JuKhCqtOD7Vs44hZLyQb4vfbRMw8N9k5ScyJiF+OuE8xEABAcjIpKC9xHhUhk4IWVSgUmq/eqpZM6unXR2z7SMKTcsikEuZREflkUlM+ELH6C9UfL5OC5maHNaAltEuDDLSDVg5G+ydPHrxl7kfvyn6MnOS501q9u6k1i6FhSXPvpjaWnHZZO/T7+YxTpXK7qZWTx05rW9V4nt3UAADqI5OCDNS4qnXrfbaG9pK0QO/yWJh4jIorWu885Fb0fMJBEu2ydtQrt2z9r5kbblmaefGGW1JJV7WeE1auBgAA2otMChpLJpWNPPKoiNozqaRkUtC8NKwBLUOBEDSPVmtay61JbaSMm9ZuLbwrbi20T2Nc1t4f5+Q6Xms2qg2VU9Na1h4v/3CxSa2WRrVmplENAADIS9/rVyU/SdMaZRQzlayzlbzGaScNKxAaWRA00vMJB6lYIDSiKOjJhNeP2LCidRnFoqChhUEfHZ9siGUbl3+8WBA0rCho02RjRFTftDalUIgp8igAgFSokYLy8syjImRSnSKPrEgeVZu2yaTKOiryzKSKkuZREflkUkkWUZJJQXPTsAYA1KTZm9Yq7abW98Ya/mW+Fhk0rY1sVLv1fbunPsZIWe+y9s0H/zm++eA/ZzpGRP5Na60vh6a1PHZZK9G0lnaTWjPsslZsUtOoBgCQLgVCUFneRUK0p6lTp5Ys1Em7eGesgiBFQuVt2bV1bNm1dWyRcB/4mguESq1cnaaSTWtlVq9+soYxShQIVVq9Oo2mtYorV6ccjSsKAgDIhkwKypNHkZY8siJ5VO3aKpNKmkdF5JJJpdW0lnYmValpTSYFrUHDGtBShDFAJUl2U8utaS0FxSa1sXZUa9WmtZGNal968NOpjzFS1k1rs2K7mBXbZTpGHnJ9HTk1rWW9m1qjmtY0qQEAZE8mBZXlVSSkiKP9TJ06teIx9f69V7tytfk1WrEoqB5JCoQujxlxecxIPsjzyU/ZUCRUYvXqsTxZwxi/2fDLPtPLN6oNVUvTWsmVq1NUqkBIURAAANBoeTatyQzaS15ZkTyqdmlkUknklkklzaMiam5aKzapVZNJ1dq0JpMCKtGwBrQcBULQPJppl7UkjWpD5dK0Vscua+Wa1Bohjaa1YpPaWDuq5dG0lrZic9fQBq9WbVob/Trel8/AGTatLdt7wy0PeTWt2U0NACB/MilI2YTnN9xqoIgjfUOLdPL6+uYxVp6vp50UC4LGKgpKuqJ1ROWmtVFFQX/708RjJCoQmjxnwy1Lu0TETtkOsfdtG26J1RCLT/nAqwVBioIAAPIhj4LKEjWt1ZFHRcikspB3JtWs45hbG6SdSVWbR+WWSeWRR0VsyKR2SX5akqY1mRRQrRr6YQEar7e3t6kaZaCT9ff3NywkraVBrZS+N24a8/5jTSrXGtOP3hWx17eqPryWJrVb37d7vOMrjyY+Ly9jNag1wvvjnPhS1N8YV6kpbVZsF8tqWuYmX5Vfx/tiWeTQiZWykU1qy98dMfOb2Y+70VciXs6oz28jwQsAQEPJpKC8vtevinmPlNktq1RB0OKHI055Q+Kxurq6ouAzUt3GKobJ6ut7YtdZNZ9b7XO6oOvKmseodpyRX7d2mYtJVq3eIraKZ+N3ia5/eSyMc+PaEfeVWbn6b38a8TcpdnyVKgh6PiI2S3CNJyPKRmk1FAOV8tHxEZ/589iPjyoI2iciHko4yKYRUW0s/o/tMccBAFqRPAoqS5xJ1ZhHRcik0pJnJlVPHhUhk8pDlplU4jwqIvtM6vlIlkdF1JRJ/X9/ivhfmyQbRiYFpE3DGgBQt7yb1tJqVMtdhaa1NHZSy6Np7ZvXfTTefepnqj++hka1Lz346Xj/vuckPi+JWpvWku6c1sxNa0leSy5Na4d+P+Lut9R1iUo7qeXVtJYmTWoAAEArKVkgVGnl6jqKhKhN3qs211sYVFSucKfeoqBqxsm7wS8P23ZtX/O5tTatRdxe85gVPR+jC34qrVxd6pxynozRBUIVGtUeeiHi9WVqJ0spVSBUduXqWgqEylEQBAAAtJDEmZQ8KnetmkdFyKSykGcmlXkeFZE8kyp1fCVPRuJMKq2mNZkUUCsNa0DLsoIQdJ4sG9Vy2WUtomTTWhqNanmr1LSWxm5qeTStJZG0Ua2ZNfVrqbFprVKj2lB5NK3Vu8uaJjUAgOYlk4LK+l6/KuY9mvBzjSKhXCQpDKq34KVSUdAJcWbcGP+Q+LpDn1elgqDz49NxadSWLw0dp5qvW6sVCNVTFFSrV7+ed1R/Ui0rWj8fEdtWaFIrdc5mCY5/MiLmJxui1gKhH/xLghOSFgiVWtFaURAAQNORR0F1EmdS8qhcJG1UyzKTqjWPimjeTKrVNCKTqkkemdTzUVvTmkwKaCEa1oCWJpCB5pHVLmt5/j+eZ9ParXOzu3weu6xFlG5aS6NRLU+VdllLq7GrGXZZS+O15LLLWkJJGtWGatamNY1qAACtQSYFjdVKTUHljCw4yep1ndd1Xc3n1lIglGT16hPizPhm/FPSp5Vo5ep6C4SSHt/s87NcUVBPbBIvxp8SXa/Sitalvh6FwvzsmtbWVX/ZWk09asOvq5J9qRJb+niNJ9ZSIHRFc89bAADkUdAMmv0zf7XyyKTqyaMiss2k6mlaa8ZMqtXzqIhsMqnRFkTiXdbyyKSej6qb1po+k0pKJgUdobvRTwCgXlk0yAC1STMc7e/vb0jY2vfGTbO9/rq+6FvXl+kYERua1vLwzes+Gt988J8Hb2n70oNjN5Ol5f0lwqFZsV3qu5A1aleztF/LrKhj27BqHfr9sg8v2/vVW7PbqIr+vo0KhcEbAACtQyYF5fXtXsPqv4sfLvtwoVBo+uKLanR1dZUsOkl7xeTzuq6ruzioWl1vf2LwltQxsTCDZzTc+WUWLOoU23ZtX9UK1j2RcLnl2FAgNFKl/18LhYRLQZezbsit6MlfJr/O8+UfnnrUq4VBERFTk3+p4v+rUFC09PFXb0V/TriYd0RsaFqr5IrCqzcAAFqCPAoqS5xJVZlHyaSqk2ceFVF7JnVCnJnRMxour0yqWXdiqzaPikgvkypvQeIxypJJDVdNHhUhk4IOo2ENAEhVPU1mxSa1Ma+xdGnN104ii6a1kY1qs/pbv2mtb+7a6Ju7NtMxIvJrWis2dmXZWJZX01rWr6VRTWtpN6ktf3d61yqnVNOaJjUAAKATpNW01u5FQSOPqUexKGiswqBz49rE1yz3nGptUqvZol9uuGXssvhiXBZfrOncav4Oi3OhmjlRj1rHqKdAKMn/r4ma1v72p6PvG1kQNFJKBUIji4KGPZZSgdDIgqCRUmtaUxAEANDyNK1BZWk0rbVbHpVXJlVKLXlURPaZVKKmtRbIpKqRRyZVz/WbsmlNJpXMWE1rMinoWF2FdviJKiWrV6+OqVOnxqpVq2LKlCmNfjpAQra9h+aRNCBN/P/vgQcmO74G8/5jTd3XqGYntWW98+oep5x3fOXRVK83VoPavIFsX0dExPv3Hb0TWhq+dMsWEREx6+jsAp+hlsWTmY+RR2Pcsqhi67A0xln1lszHmPnNzIfY4L0+ekE7kylQjzzmz8DAQNxxxx0xf/78mDBhQiZjQKM0en7LpMja+vXrY8WKFTFjxozo7m7NdQjnPVrD56FT1keh8FfpP5kGSFqcUcs/3SVdufryGnY1Kz6vaoqBTrj9qqqvO75nXBxx05vj2GOPjRdffLH0QSUKgs5f9C9Vj1F0aYydL41VDHRenJ54nIjSf4/l5kKa/2RbapykedGLUWHZ5SGejd8N+3OS19LVdUfVx0ZExPk1dG5tNyfxKVMT/i+yaowvV8+fe+KmpTfFsQceGy+OHz6/B36d+GnF+BI1UhW9UyZFdhr9s3ink0dRL3MIWptMCipLnEl1cB4VkX0mVUseFZFdJlV0Y/zD2A+2WCY11t9hHplUGnlURH2ZVDK3Jzu8xTKpcnLJpORR0NaS5Amt+S+bACVYQQiaR7XBaNnd1MrJYae1enZZG7mbWiOltctapd3U+iY0x+tN4ku3bDHYrBYRseyW2oqPksqnmezJzMfIfJe1G7s33HKQ+U5r7y1oVgMAaGMyKUjZKes33CKiq+s/G/xkalfPSsLVntPVdf/gLQ9JVq6+ccFHEl//mFJFS2VWr7500TsTj3F+fHrUfZVWrk5jp7U8VjKvNOeS5kWVVrR+Nn43eCv1XKpVzS5rH4zfDN4yN+OVW0JJVrX+46oNt8y9s6A4CACgjcmkIEXyqMHzqzuutkyq5p3WMs6kSu601qKZVKk8Kq9MqpRa6pfqyaSSqbzTWitkUknkkknJo4AR7LA2hJWDoD1YQQiaR6mANLX/R3PYZS0i2U5rtTapZb3LWkRtO62Va1AbS9Y7rdW7y9rQBrWx2GktmdR3WivRpLbsfx+U7hhjSH2nNU1q0FFkCtTDDmtQn2aZ3zIpstIOO6xFVFjR+pWCoFJabVXregs8hhp7ReTRxUDnxs8TXz/xqtYLShfplFPNqtbFHda+c+y/x59fXBc3LkpWWFTLqtaTY3Ki42vdZS2pWv7ZNumcq3entWqLgZK+lpE7rZUrBLrm/BqyonIrWo9RDDS1ct3SKCNXtR66w9ozfxq9g+Ck55OPUXZFawVB5KxZfhbvVPIo6mUOQXuQSUF5nZBJpZlHRWSbSdW0y1pGmdRIMqlkksy7NHZaq79BbSzDd1prxUyq3C5rYzWoyaSAethhDQBoCkOD0Zp3UxtLDrusRVTeaa24m1o9O6rN6m+u3ckq7abWSF96cPSKQ1WdN2I3tXLstJZMKjutFXdTG2NHtVm33Vv/GHkp7qamWQ0AAGCYvt1LFDAMWb16LK2wqnW9q1eXu+6rvy+/cvXl8brE1696VetbvrrhlrGbr58VN96ybeLzkqxqfekX3xmXfjH5Kti17rKWVPUrmdc+52rZaa2WlauTvpaIBVWvWv3BS2vIip4sUdxWYeXqVbeP/dhYxtppbcXq0ve/tFnyMf68U4k7rV4NAABQUidkUllc99Xfp5tJJdplLadM6sZbtq0pk0qi0zOpWndaS283tXJaP5MqlUdV2k1NJgXkRcMa0HZseQ/NJfVGtaEa2LRWb5Na3m593+5lHy82qdXbqNY3obm+Jkka1YbKq2mt45VpUhspj6a15e+u42RNagAAHU8mBZX17d71akFQhaKgoZq1QCiroqDhY4xdEDRSLU1rZY0sCjrpocSXuHFB+ZWpb7xl27j5+lnD79zlG4nHqdS0NrIo6LwvHpJ4jCQFQgfFgjgoatieK8oXCOUx54ZaFk/WtSBSlq+l5gKhYkFQmaKgoWptWisWBY3VqDZUzQVCxYIgRUEAAB1NJgWV1ZpJNatWz6QqNq3llEmNalRLmElVm0fllUnVk0dFZJ9JJcmY6s2kstSsmdTQPKpco9pQMikgDxrWgLYkjIEOkmPTWhq7qY0lj13WSjWtZbGbWtZNa5V2WSs2qdXSqJa3jt1lLUGjWt4SN61pVAMAYAiZFLS/Pbq+OnhrByULhMqtXp1SgVDFlatTalort3p1LQVC5RSLgoYWBqXRtJbFDn6V8qI0i4KSvJZr4tRE105UILTRK7eMPbVywy1L43cpxPhd5FEAALxKJgXZaKZFlGRSzZlJJc2jIrLLpIb+uVbtlEklkTSTSiSHTCqPPCpCJgXUpqtQKHjneMXq1atj6tSpsWrVqpgyZUqjnw6Qgsx2dQKay4EHZnv9nJriIiKW9c7LfIw8muMiIuYNZPta3r/vOcP+nEWD2qyjq185ux75NJVtl/kYy+IrYz+YUoPasv99UCrXqWTmN8s8qEENKEGmQD3ymD8DAwNxxx13xPz582PChAmZjAGN0ozzWyZFmtavXx8rVqyIGTNmRHd3cy7+kdS8eetqOq9Q+KuUn0n1ShUDPRp/nd2AO/5yw6+/WJb41HPj54nPufyWjZOdcP0+iceIk0oX/PREd9y00evi2Jd/Hi/GiFXOHz8q+TjTkh1+2en3JDr+vDh92J+rKQK6N2rYpisHI/OiZlm5+oNxXaLjrzm/TF5UqiBo3pxkTygippb5ax6rIKh7fcSf1/XEfY/cFAe8/tgYP+7FsmNMen7sxxQD0aya8WfxTiKPol7mELQfmRSUJ5OqQgdlUmUlzaQS5lER2WdSzZpHRbRHJpU4j4rIJZPqrmETSZkUkFSSPKE9/mUTAOhsWTSULV366i1HWTaTzervy61ZLQ9fevDTme+mtuyW0ysflIK23mkt5d3UZt2WYOXsOpTcac1uagAAAKno6xtX03l5r2pdaeXq3WNJ+oPu+MtXC4MiInaclfgSl8frqj/2xYVx+YsLE4+RZFXrc/51Tpzzr8mLMRLbc86GW8Yuiy+W3E2tnHpWts5ScdXqRq1enZaSO62VW72675djPDC2VSVqvCqtXr0+YST20maj77NyNQAAQHpkUmMo5lGtkEklkEsmlVMeFZE8k2rWPCqiPTKpxHlURC6ZVNI8KkImBWRLwxrQ1mx5Dx0krcayBjSpZa1RjWp9E7Ibs29CX6bXHyrrprVlS66NZUuuzXSMPM2K973apJZio9qwMfJsWis2qWlUAwAgAZkUtLZyBUEjpVYgNLIoaNhjyQuEyikWBA0rCjr8+OQXqtC0NrIo6Jyjzk0+xi4VVsAuFgUNLQzaJlmR0HlfPKS647Y4ZPCWpYvi6rgors50jGZ3TZya+JwPXnrvq0VB5QqDimosECoWBJVrVBtqfVeyMV7a7NWCIEVBAAAkJZOC1pZ7JlUuj4pozkyqyjwqt0yqKGEeFZFPJpWkaU0mlTyTSpxHReSSSdXatCaTArKgYQ1oe8IY6CC1Npo1aDe1saTRXFZsUmv0jmppNpUVm9SGXrNvh4NTu345WTStjWpUW3JP6mOMGjPjVYmW3XRNLLvpmkzHyMvMKYWYOUUAAwBA7WRSUF6tK1pv2bV1ys9kg66u+wdvSdVcIFRq9eoxj01WIFRqReuKK1en1LRWbvXq1AqEKq1enVLT2lgFQfdukbx4p1KB0MiiIAVC1RcIbRkvxJbxQobPJiIWvHLL0KYzCrHpDHkUAAD1kUlBeR2fSSXJo2qQSyaVMI+KyCmTSrFpTSbVONVmUrnkURE1Z1JJmtZkUkCWugqFgneYV6xevTqmTp0aq1atiilTpjT66QAp6+/vb/RTAPJw4IHVH9skDWpjWdY7L/E5jW5QG8u8geSvJaL6hrd5T3yvpusnMevoL9Z9jap2UvvrbFfpjoiYFduler2STWp/3jTVMUqO+78PSvV6GtSAesgUqEce82dgYCDuuOOOmD9/fkyYMCGTMaBRmn1+y6So1/r162PFihUxY8aM6O5uv3UI581bV9VxW8Tbh/3594VnUhm/VDHQ7vF04us8Gn9d/cG3vJIxXJAwA/jFsmTHR0S8eEDyc75b3UreQ51zVLLCok9/4/LB3/dEd9y00evi2Jd/Hi/G+rFPmlBDYdFvExZfXZDs8IOe/T/JToiIe+P2YX+uVAT0yUg+Rrv4YFw35mNjFQR9clHCCp55ZYrJxrjUqip3V4uI+POfe+I/+m+KA15/bIwf92LJYxQE0cqa/WfxdiePol7mELQ3mRSU13GZVK15VETTZlJJ86iI4ZlU1ZJmUknzqAiZVJNJmkklzqMiMs+kirrLxK0yKaBWSfKE8Tk9JwCAfCxdWr5prcmb1GrVrI1qtUq6M1vfDgdn3rS27JbTa25aq6pRLUfL4sm6m9Yq7qQ2fk3mTWuzbrs3laY1jWoAAADNaWRB0FBbdm1dV4FQuVWrH41tExcI7R5LyhcI3VIiU7jknmRFQjvOqrpAqHDRhqKgruqvXpO+7okREfH1DMcozNxQFNSVTj1YabsVC0SSFRTdu8XViQuEDooFcWAcVvXxF8XVHVsgdE2cOqpAqNLK1Rctuj1ZkVDfL0cXCFU4feq05AVC60v8z6goCAAAoDlllUlV2kUtl0wqaR4V0XSZVB55VEQdmdQ2c6pvWpNJNaWkmVTiPCoiv0yqe3TTmkwKyFP7LcUJMAZb3kMHKdWUtnRpyzWrVWpCm9XfN3hrdtU0oPVN6Bu81TTGDgfXdF4Sy245PdnxS65N3qy25J5kx+ds2U3XVG5WKxq/JtsnExua1moxc0ph8AYAAFmSSUF5fX3jRt23Rby9bGFQPbq67q9YHBSxoUAoqd1jyeg7b/li6Wa1oksS5gA7zir7cOGiAwYLgyIiClcku3xERBxefnXqvu6Jg7ei93zrm4mGOOeo8itTF2aeO3gbvG/rRENssE2ZlYojNhQF7TbkmO9UOL5Oe8c7Yu94R+LzKq14PdQWsVVsEVslHqNZXROnxpbxwuCtGhctur3yQUP1/XJDQVDxVoWp05INEbGhQGjTGYXBGwAAZEkmBeXlmUlVm0dF5JRJJc2jKijmUXllUkVJ86gImVSWOj2TSpxHRcikgI7QVSgUvPO8wlb30BlseQ+0mmW984b9uRUa1MYyb2D4a6m1OW3M62e8y1pRuZ3WUttN7a8TrmhVgyS7rFXdpDZSxrusRUSiXdY0qAFZkSlQjzzmz8DAQNxxxx0xf/78mDBhQiZjQKO0yvyWSVGr9evXx4oVK2LGjBnR3d2+6xAeNu9tNZ1XzYrWXdf99NU/LEy2JHLSVa0jIh69JeECLklXtY4Ytar10IKgUro+nnyI+O5Xh/1xaEHQWL7+rncnGuLT37g8eqI7btrodXHsyz+PF2ZWfqI17bQ2clXr3SoUAR2RbFXrcitaj1UM1BMvJhojIsqual2qIOjZ+F3iMZrJtLgpIiI+UMPrqHpV6ztf+fXB5IVh1axo/ec/98R/9N/U9D+nQK1a5WfxdiWPol7mEHQGmRSUl1UmVU8eFdGkmVTCPCoin0wqaR4VsSGTGmpog9pYOjWTSppHRcikqpJxJlU0ZZo6KSB9SfIEDWtDCGKgcwhjANpXo5rWUmtUK8qhYS2ifNNazU1qIzW4aU2TGpAHmQL10LAG9Wml+S2TohYa1iobq0BoWGFQUYYFQo/e8tev/K7MjmpjqaFprfDXyYoZaikQ6rs9+UrVSYuELvlBT9zx7E0xf4tjY0J3dQUzNRUIJV3guc4CoWpWrU6jaa3SytWtViBULAgaKfUCoTtL3JdygdCUaYWW+jkFamGON5Y8inqZQ9A5ZFIwtrQzqbzzqIg6Mqkc8qiIfDKpWprWrngg8SnZZ1IJ86iIfDKppHlUhExqTDllUgBZSpIntO+/bAIA0JH6djg4l3GW3XJ6LFty7eAtdUvuSf+aJSyLJ0ffd9M16TWrRUSMT7iKVw1m3XbvqPtmTiloVgMAAGgRd/X9W83nbtm19eDvu6776eCtpGu3Ln1/GY/GtuUfv+WvhxQGRUScnniMuKT6HKDvPYuj7z2Lk4+RQN9jfdH3WF+mY7ynvy/e05/tGBERf56z4Za1e7e4OvaOdwzeqvFi9CQe56K4OraIrQZvlVRzTDOYFjeNWRgUEfGFGl7HRYtuH33nnVG6MCgiYt/kRWFTp42+b8q0gsIgAACAFpF2JlVShnlUXZlUk+VREbVnUu/5VvUNbk2dSX0neYiVRyaVNI+KkEmNIpMCOpQd1oawchB0FqsHAbS3LHdaKzbFzfvpc5mNMSinndbipu9mP0YOO60V/vrAzMcAKEWmQD3ssAb1abX5LZMiqU7ZYa2o1lWtn732/mQnpLCy9fCCoFLSW9V6rIKg3gkXJxqi3IrWYxYDPflkojEiyq9qPbIgqDjHk+ywFlF+ReuxioHGr6768htUu6r11YsiIuLc49+UcIBkK1pfGRsK3DaKDyYao1lXtC5XDDSWmla13qfMqtal1LCqdSFK/5N7q/2cAkmZ440lj6Je5hB0FpkUlJdLJpVLHhWRdSaVNI+KaM5MKiKid+28xGN0WiZVax4VIZNqZCYFkCU7rAFUobe3t9FPAYAMZbHTWt8OBw+7bt9Om6c+xihZ77R2wyu3Flf46wM1qwEA0BJkUlBePataJ1LjytalV68eS/2rWldavbp/4MJEQxSuGH1fxZWrt9su0RgRpVe1Tnv16kKJv8JKK1f/OWkddqVVra9eNFgYFBFx+VcTNk5G5RWtr4ytB29FL8c1icZolRWt0/bJWBCfjISFQRGJVrUuvPIfAAA0O5kUlJdLJpVLHhWRdSaVNI+KaN5Mqn9i8qwql0yqnKsX5ZpJFSXNoyJkUlmSSQGtwg5rQ1g5CDqTFYQA2lcau6xV0/iW+U5rae+yNlaD2oTW22VNkxrQLGQK1MMOa1CfVp3fMimq1Wk7rEUkW9G6WEw070ebJB8owarWfX0brj/viaSrLidc0Toi+v5rWeJzkq5s3b+ghsaxGla1rqawaOgcf8PAXyUeYt3kZMcnXtE6YvSq1lcvKnt4GqtaDy0IGks77LSW9orWYxYD7ZN4mLKrWldbENSqP6dAtczxxpJHUS9zCDqTTArG1myZVO15VEQemVQtO601UyY1VC07rWWeSSXMoyLyyaTaZae1ps2kUsijALKWJE8Yn9NzAgCA3PXtcHDNTWtZ7NBWsyX3pNO0VmkntYHDs29aG7+m7qY1TWoAAADt7a6+fytbIFRqxeu+vf6UvEDo2q3LFggVi4KG3bdDX8IiodOjmgKhvh2GXLOGhrVq1VQUVIsaVsCO2LCqdbUFQsUVsOdGsoKiP0+poUDoO3Mifn1C1Ydf/tX7ExcIvRg98Q+RrNLp5bgmUZHQFrFV0xUIrYxjExcIfSG2GlUgVHHV6ocieYHQvr8cVSSkMAgAAKB9NWsmlTyPipBJZSe3TCphHhWRTyaVNI+KkEklyqTkUUCbscPaEFYOgs5l9SCA9pakaa3WRrXMd1mLqK1prVKTWilNutOaRjWgmckUqIcd1qA+rTy/ZVJUoxN3WCsaWSBUqihopDRWtS7VqDZqnBR2WhtWEDTSrbcmvH75Va1TKwoqt6J1jQVBpeZ4uaa1YlHQUHM3Sr4KdrUFQoVnN/zatSZZgVCS4qDLr90/IiImL/xJojEiql/V+uW4JiIi/hjHJB4jD7Wsar0yku/IV8tOa4UHd0h+0ita+ecUqIY53ljyKOplDkHnkklBec2aSaW101qamVQueVREJpnUSEnzqIjsMqla86gImVRSzZpJ1ZNHAWQtSZ6gYW0IQQx0NmEMQHsr17SW1m5qmTetJWlYq6VRrajJGtY0qgGtQKZAPTSsQX1afX7LpKikkxvWalVLgVDfXn9KPk7CIqG+HRIW6aTQtJbJ6tUjC4TqLAoaa46PLBIaqzCoKGmBULnioGJR0EhpNq0VC4JGSrtAqFgUNFSrFwitvHHaht+c8NrkgyQoDkqjMKjVf06BSszxxpJHUS9zCDqbTArSl0cmVUvTWtaZVC55VETqmVQpSfOoiOwzqbSb1mRSwyVpWMsjk9KoBrSCJHnC+JyeE0DT6+3tFcYAtLG+HQ4e1bSWVqNabpbcU75prZ4mtaEGDs++aW38mrJNa5rUAAAAyEMtjWqJx0haFFT0jnckLhDqH7hww3lZyqAYqJRqCoLq8ecpowuExmpUG3x80xsTFQld/tX7RxUIjVUUVPTHa/dMXCD0clwzqkCoVFFQ0eS4uSkLhFbGsWWLhAaLgopufCp5gdBDUbZASFEQAAAAeWinTCqXPCoil0wq6zwqInkmlTSPipBJJZE4j4qQSQEkoGENAICOkXWDWt9Om2e/y1qpprW0GtWGalDTmkY1AAA6jUWUIH19e/2p7IrWaRUE9e3QV3ZV65qLgmqVR2FQE/vxy32JV7T+85SIcb9KNk4tTWvxwvmJxqi1QCiJZiwQiihdJFSyMKgopQIhRUEAAHQamRSkL49MSh7VfPLIpGptWmvGTKoZJc6jImRSAFXSsAYwhDAGgHrl1rS2vsxOa2nJqWmtcMzbsx0DAACanEwK0leqQCiLlatLFQmlWhhUaUVrRUHDJCkQ+vHLG/6eeiNZQVESfzzwxoiImHxHsuKgxONc8YYN43z84UzHycvKODbixnurP6HGAqFCQUEQAACdTSYF6csjk8o8j4qQSSWURyaVpGmtmTOpZl5EKVEeFSGTAqiChjWAEYQxANQry6a1vp02j4iIeY9ncvlcaVQDAAAgS1k0qJUcJ+uVq0sVCCkKqkmxIGio/pl90bs83QKhYlHQ4J/n7xyT7/ifRGNUWtG6WBA08r6sCoQuiX+MiIgL4oyqr1+Ts3/5ym+eymwIRUEAAABkKY9MKped1GRSqZFJDdd0mVQOeVSETAroTF2FQqHQ6CfRLFavXh1Tp06NVatWxZQpUxr9dIAG07QGQD3SblgrNqoNG+Px7FYAHyblXdY0qgHtSKZAPfKYPwMDA3HHHXfE/PnzY8KECZmMAY3STvNbHkUp69evjxUrVsSMGTOiu7u70U8HUpfFHB+5onWpoqCRkhYIRcSoAqGRRUEjJS0QiohRBUKlioJGnZNwp7VyBULFoqChUi8QGiwKGqE3YZFQmRWtG1UQ1E4/p0Ap5nhjyaOolzkEFMmkANIhk6o+k0qaR0XklEklzaMimjKTAshSkjzBDmsAY7DTGgD1SGOXtVJNasMe36Uvn6a1gcPrblrTpAYAAJXJowDSUU0x0Ei1rmq9JsEpta5qHc9tlOicpEqtaj1WYVDxsVQKhMZqVCvqf22yIqEbnxpVIKQoCAAAKpNJAaRDJlW9pHlU8fHMM6mkeVSETAqgDA1rAACQkVqb1io1qg07tsmb1jSqAQAAAO2of+aGAqS/jGS5TJICoWNO3TkiIm7+dIXGrpFjXPGGxLusTY6b49z4Q9XH11wgVKlJbaQamtYKf31gsjEAAAAAWkStmVQSeWVSSfOoiJwyqRqb1mRSAKN1N/oJADSz3t7eRj8FADpI306bJ2pWGzxvl+QrNGWtcMzbNasBAEAN5FEAjVMs+Cn3ePFW9LPfJM9l/jh/57KPH3PqzoOFQRERx5wzJ/kYV7yh+mOv2zX+eN2uicdI5KBfbrhlqPDXByoMAgCAGsmkABonj0yq2jwqr0wqlzwqovZMqv+1lY95hUwKYGwa1gAqEMgAUI9KDWjFJrVaGtVyN3B42YeLTWoa1QAAoD7yKIDGKVUgNLIgaKS0mtZGFgUNe6yGAqGy479SFDS0MOiC696Y6BqXxD+WP6BYEDS0KOgniYbYoEKBkKIgAABIh0wKoHHyyKSS5lER2WVSRUnzqAiZFEArGd/oJwDQCnp7e6O/v7/RTwOAFtW30+Yx76fPjbov1TF26Yt5j89L9ZolDRweMeG7w+7SoAYAAOmTRwE0TqVVrUv52W/64i+nJ8tm/jh/51g4I/FQ1V//ijfE5I8/PPy+CitXX3DdG+OSU/+j6jEuiX+MC+KM4XdWWrX6JxGxZ9VDbND/2ojep4bdpSAIAADSJ5MCaJw8Mqms86iI5JlU0jwqQiYF0Co0rAEAQA7y2EEtz6a1wgmF7McBAIAOp0AIoH0NroA9o/os55hz5sTNn65QeDPCH694Q8RrXkh0Tk1NawcdlmiMWguECn+/Q8KTAAAAAIioLY+KyCeTqrlpTSYF0NS6G/0EAFqFbe8BaAV9uyRfbSmJwgkFzWoAAJAjmRRA6xgs+inzePFW9LH+ZFnOMefMqf7gD87ZcMvQBbdsHBfcsnGmY0REFP5+B4VBAACQE3kUQGupNpMqSppHReSTSV1w3RurP1YmBdASNKwBJCCQAaAVZNG0plENAAAaRyYF0DpKFQiNLAoaqZYioTEVC4KGFgUdv3viy1QqEBpVFPSBZCtgR8SGFa3LKBYEKQoCAID8yaMAWkvSTCrVPCpCJgVASRrWABISyADQKYpNahrVAACg8WRSAK1j6E5qlVa4rkXJFa0rrVydUoFQ2dWrUyoQUhAEAADNQR4F0FqSZlJJm9ZkUgAkNb7RTwAAAEhf3y59Me/xeTWdq0ENAAAAIF8f6++LK3urz3KOOWdO3PxSwkGO3z3iq48mOuWC694YMaW/+hM+8B8RXyi/EvYoP4ko/LtiIAAAAIBmJ5MCIAk7rAHUwApCALSCvl2SrYRkNzUAAGhuMimA9lbtqtYf6+9LvAJ2La5/3+5x/fuSr4KdZFXrwr/voDAIAACamDwKoL0lyZiaPpNKQCYFkA8NawA1EsgA0AoqNa0Vm9Q0qgEAQGuQSQF0rpFFQX2P1VAgdHz5Yp9iQdDQoqDrjzo5+TgVmtYUBQEAQOuQRwG0t0pNaC2TSVWZR8mkAPKjYQ2gDgIZAFpBqaY1TWoAANC6ZFIA7atUgVC51avTKhCqtHJ1Wk1rioIAAKA1yaMA2lvbZFLyKICmMr7RTwAAAMhe3y59/hEBAAAAoAVUWtV6pL7H+mLervOSDXL87nH9pGSnXH/UyXHSN/452Ukf+I8oHHVSsnMAAICm1NvbG/39/Y1+GgBkpG0yKXkUQNOwwxpAnRT/A9Dsent7fb8CAIA242d8AIZKsqp132N9ta2CnVDhqJMUBwEAQJuRSQFQqzwyKXkUQHPRsAaQAmEMAM1IoxoAALQ3P+8DMFSlgp+RRUG7Jlw1O2LDitblFIuCFAYBAED7kkkBUFRtHpVXJgVAc9GwBpASYQwAzaDYpOb7EgAAdAY/+wMwVKkioXKrV6dVIKQoCAAAOotMCoCipHlUhEwKoFOMb/QTAAAA6ucfBAAAAACIqLyy9Ui79vfFY73zEp1z/VEnx4lRSHQOAAAAAO0paR4VIZMC6AR2WANIkWYBAPJmNzUAAMBnAgDydGIUFAYBAAAyKQByJZMCaD0a1gBSJowBIGvFJjXfcwAAgCKfDwCox6795VfBLhYEKQoCAACGkkkBUA+ZFEB707AGAAAtQpMaAABQjs8LANSjVIGQgiAAAKASmRQA9ZBJAbSv8Y1+AgDtqLe3N/r7+xv9NABoA8J9AAAAAPKya3+fPAoAAACAXMmkANqTHdYAMuKHZwDqYTc1AACgFj5HAFAreRQAAFArnyUAqJVMCqB92WENAACahPAFAABIQ29vb/T39zf6aQDQImRSAABAGmRSACQhkwJof3ZYA8iQH6gBqIaVggAAgLT5jAFAJTIpAAAgbT5jAFCJTAqgc9hhDSBjVg8CoBTBCwAAAAB5k0kBAAAAkDeZFEBnssMaQA78sA1AkVWCAACAvPjsAUCRTAoAAMiLzx4AFMmkADqbHdYAACBjghcAAKBRent7o7+/v9FPA4AGkEkBAACNIpMC6FwyKQCKNKwB5EQQA9B5BDAAAAAA5E0mBQAAAEDeZFIAjKRhDSBHmtYA2p/wBQAAaDYyKYD2J5MCAACajUwKoP3JpAAoR8MaAACkQAADAAA0MwVCAO1JJgUAADQzmRRAe5JJAVANDWsAORPEALQXAQwAAAAAeZNJAQAAAJAneRQASXXXc/Jll10WXV1dcfbZZw/et2bNmjjrrLNi1qxZ0dPTEzvvvHN84QtfKHudgYGB+NSnPhVz5syJSZMmxZ577hl33nnnsGMWLVoUXV1dw27Tpk0bdkyhUIhFixbFjBkzoqenJw488MB47LHH6nmJAJnwgztAa+vt7R28AQAAtAqfYQBan0wKAABoNT7DALQ2eRQAtap5h7WHH344vvzlL8cee+wx7P4Pf/jDce+998aSJUtiu+22i7vvvjvOOOOMmDFjRhxxxBElr3XhhRfGkiVL4tprr42ddtop7rrrrjjyyCPjgQceiL322mvwuF133TW+973vDf553Lhxw65zxRVXxFVXXRX//M//HK973evi4osvjkMOOSR+9rOfxeTJk2t9qQCZsNMaQOsRvgAAAK1OJgXQemRSAABAq5NJAbQWeRQAaahph7U1a9bE8ccfH9dee21svvnmwx578MEH46STTooDDzwwtttuuzjttNNizz33jL6+vjGvd+ONN8b5558f8+fPjx122CE+8IEPxGGHHRaf+cxnhh03fvz4mDZt2uBtq622GnysUCjEZz/72bjgggvine98Z+y2225x/fXXxwsvvBBf+9rXanmZAAAQEVYKAgAAACB/MikAAAAA8iSPAiBNNTWsnXnmmbFgwYI4+OCDRz22//77x2233RbLly+PQqEQ9957b/z85z+Pww47bMzrrV27NiZNmjTsvp6envjBD34w7L5f/OIXMWPGjNh+++3jmGOOiSeeeGLwsV/96lexcuXKOPTQQwfvmzhxYhxwwAHxwAMP1PIyATLnB3uA5lUMYLxXAwAA7cbnHIDmJZMCAADalc85AM1LHgVAFsYnPeHmm2+ORx55JB5++OGSj1999dWxcOHCmDVrVowfPz66u7vjuuuui/3333/Max522GFx1VVXxZve9KaYM2dOfP/734/vfOc7sW7dusFj9t5777jhhhvida97Xfz2t7+Niy++OPbbb7947LHHYosttoiVK1dGRMQ222wz7NrbbLNN/PrXvy457tq1a2Pt2rWDf169enXVXweAtNjyHqC5CF8AAIBOIJMCaC4yKQAAoBPIpACai0wKgCwlalh7+umn40Mf+lDcfffdo3ZEK7r66qvjoYceittuuy1mz54d999/f5xxxhkxffr0kjuyRUR87nOfi4ULF8ZOO+0UXV1dMWfOnDjllFNi8eLFg8e87W1vG/z97rvvHvvuu2/MmTMnrr/++vjIRz4y+FhXV9ewaxcKhVH3FV122WVx0UUXVf36AbIijAFoLOELAADQiWRSAI0lkwIAADqRTAqgsWRSAOQlUcNaf39/PPPMM8O+Ua1bty7uv//++PznPx+rVq2K888/P7797W/HggULIiJijz32iB//+Mdx5ZVXjtmwttVWW8Wtt94aL730Ujz77LMxY8aMOPfcc2P77bcf87lssskmsfvuu8cvfvGLiIiYNm1aRESsXLkypk+fPnjcM888M2rXtaLzzjtvWLPb6tWrY9ttt63yqwGQLmEMQP4EMAAAAADkTSYFAAAAQN5kUgDkLVHD2lve8pZ49NFHh913yimnxE477RSf+MQnYt26dTEwMBDd3d3Djhk3blysX7++4vUnTZoUM2fOjIGBgfjWt74VRx999JjHrl27Nv7nf/4n3vjGN0ZExPbbbx/Tpk2Le+65J/baa6+IiHj55Zfjvvvui7/7u78reY2JEyfGxIkTKz4vAADaiwAGAABgA4soAeRDHgUAAPAqmRRAPmRSADRSooa1yZMnx2677Tbsvk022SS22GKLwfsPOOCAOOecc6Knpydmz54d9913X9xwww1x1VVXDZ5z4oknxsyZM+Oyyy6LiIgf/vCHsXz58pg7d24sX748Fi1aFOvXr4+Pf/zjg+d87GMfi8MPPzxe+9rXxjPPPBMXX3xxrF69Ok466aSIiOjq6oqzzz47Lr300thxxx1jxx13jEsvvTQ23njjOO6442r76gDkTBgDkB0BDAAAQGkyKYDsyKQAAABKk0kBZEcmBUAzSNSwVo2bb745zjvvvDj++OPjD3/4Q8yePTsuueSSOP300wePeeqpp4btwvbSSy/FhRdeGE888URsuummMX/+/Ljxxhtjs802Gzxm2bJlceyxx8bvf//72GqrrWKfffaJhx56KGbPnj14zMc//vF48cUX44wzzojnnnsu9t5777j77rtj8uTJab9MgMwIYwDSJYABAACoTCYFkB55FAAAQHVkUgDpkUkB0GzqblhbunTpsD9PmzYtFi9enOicAw44IB5//PGy59x8880Vn0tXV1csWrQoFi1aVPFYgGYmjAGonxAGAAAAgDzJowAAAADIm0wKgGaV+g5rAKRD0xpAcgIYAACA2smjAGojkwIAAKidTAqgNjIpAJqdhjUAAFqeAAYAACAdCoQAqieTAgAASIdMCqB6MikAWoWGNYAmJowBGJvwBQAAIBsyKYCxyaQAAACyIZMCGJtMCoBWpGENoMkJYwCGE8AAAABkTyYFMJxMCgAAAIC8yaQAaGUa1gBagAIhAAEMAABA3mRSQKeTRwEAAORLHgUgkwKgfWhYA2gRAhmgEwlgAAAAGksmBXQimRQAAEDjyKOATiWTAqDdaFgDaCECGaBTCGAAAACah0wK6ATyKAAAgOYhjwI6hUwKgHbW3egnAAAARb29vYIYAKCsyy67LLq6uuLss88evG/NmjVx1llnxaxZs6Knpyd23nnn+MIXvlD2OgMDA/GpT30q5syZE5MmTYo999wz7rzzzmHHLFq0KLq6uobdpk2bNuyYQqEQixYtihkzZkRPT08ceOCB8dhjj6X2egEAyJY8CgCohkwKAIA0yaQA6AR2WANoMVYQAtqN8AUAqNbDDz8cX/7yl2OPPfYYdv+HP/zhuPfee2PJkiWx3Xbbxd133x1nnHFGzJgxI4444oiS17rwwgtjyZIlce2118ZOO+0Ud911Vxx55JHxwAMPxF577TV43K677hrf+973Bv88bty4Yde54oor4qqrrop//ud/jte97nVx8cUXxyGHHBI/+9nPYvLkySm+eoDGkkkB7UYmBQBUSyYF0BjyKKDdyKMA6DR2WANoQT64AO3ASkEAQBJr1qyJ448/Pq699trYfPPNhz324IMPxkknnRQHHnhgbLfddnHaaafFnnvuGX19fWNe78Ybb4zzzz8/5s+fHzvssEN84AMfiMMOOyw+85nPDDtu/PjxMW3atMHbVlttNfhYoVCIz372s3HBBRfEO9/5zthtt93i+uuvjxdeeCG+9rWvpfsFAGgCPsMB7UAmBQAkIZMCaCyf34B2II8CoFNpWAMAIDfFAEYIAwAkdeaZZ8aCBQvi4IMPHvXY/vvvH7fddlssX748CoVC3HvvvfHzn/88DjvssDGvt3bt2pg0adKw+3p6euIHP/jBsPt+8YtfxIwZM2L77bePY445Jp544onBx371q1/FypUr49BDDx28b+LEiXHAAQfEAw88UOtLBWhqPs8BrUgmBQDUSiYF0Hg+ywGtSB4FABHjG/0EAKiNbe+BViJ8AQDqcfPNN8cjjzwSDz/8cMnHr7766li4cGHMmjUrxo8fH93d3XHdddfF/vvvP+Y1DzvssLjqqqviTW96U8yZMye+//3vx3e+851Yt27d4DF777133HDDDfG6170ufvvb38bFF18c++23Xzz22GOxxRZbxMqVKyMiYpttthl27W222SZ+/etfjzn22rVrY+3atYN/Xr16dUREDAwMxMDAQOUvSA2K183q+tBI5nf+1q9f3+in0FGKX29fd9pVlnN87ty5EeF7BI3j5xTanTneWL7u2euUTAqgFaiTAlqFGikAeJWGNYAWJowBmp0QBgCo19NPPx0f+tCH4u677x61+nTR1VdfHQ899FDcdtttMXv27Lj//vvjjDPOiOnTp5dc/Toi4nOf+1wsXLgwdtppp+jq6oo5c+bEKaecEosXLx485m1ve9vg73fffffYd999Y86cOXH99dfHRz7ykcHHurq6hl27UCiMum+oyy67LC666KJR9999992x8cYbj3leGu65555Mrw+NZH7T7opFqdCuspjjK1asSP2aUAs/p9DuzPHGeOGFFxr9FNpaJ2VSAK1CnRTQzNRIAcBoXYVCodDoJ9EsVq9eHVOnTo1Vq1bFlClTGv10AKoiiAGajQAGgE4kU8jOrbfeGkceeWSMGzdu8L5169ZFV1dXdHd3x6pVq2LzzTePb3/727FgwYLBY0499dRYtmxZ3HnnnWWv/9JLL8Wzzz4bM2bMiHPPPTf+9V//NR577LExjz/kkEPiL/7iL+ILX/hCPPHEEzFnzpx45JFHYq+99ho85ogjjojNNtssrr/++pLXKLWa9bbbbhu///3vM5s/AwMDcc8998QhhxwSEyZMyGQMaBTzu3F+/OMfN/opdIT169fHypUrY9q0adHd3d3opwOpS2uOF3dTg2bi5xTanTneWKtXr44tt9xSHpWRTsqkzCGg1aiVApqJOikAOk2SGik7rAG0OKsHAc1CAAMAZOEtb3lLPProo8PuO+WUU2KnnXaKT3ziE7Fu3boYGBgYVdw8bty4WL9+fcXrT5o0KWbOnBkDAwPxrW99K44++ugxj127dm38z//8T7zxjW+MiIjtt98+pk2bFvfcc89gcdDLL78c9913X/zd3/3dmNeZOHFiTJw4cdT9EyZMyLzAL48xoFHM7/y94Q1vkEvlqLu7W8Maba2WOS6PolX4OYV2Z443hq95tjopkwJoNWqlgEaTSQFAdTSsAbQBQQzQSEIYACBLkydPjt12223YfZtssklsscUWg/cfcMABcc4550RPT0/Mnj077rvvvrjhhhviqquuGjznxBNPjJkzZ8Zll10WERE//OEPY/ny5TF37txYvnx5LFq0KNavXx8f//jHB8/52Mc+Focffni89rWvjWeeeSYuvvjiWL16dZx00kkREdHV1RVnn312XHrppbHjjjvGjjvuGJdeemlsvPHGcdxxx2X9pQEA6FjyKAAgazIpAABGkkkBQDIa1gDahKY1IE8CGACgmdx8881x3nnnxfHHHx9/+MMfYvbs2XHJJZfE6aefPnjMU089NWzF65deeikuvPDCeOKJJ2LTTTeN+fPnx4033hibbbbZ4DHLli2LY489Nn7/+9/HVlttFfvss0889NBDMXv27MFjPv7xj8eLL74YZ5xxRjz33HOx9957x9133x2TJ0/O5bUDNJpMCsiLPAoAaDYyKYDGkUkBeZFJAUDtugqFQqHRT6JZrF69OqZOnRqrVq2KKVOmNPrpACQmiAGyJoQBgNJkCtQjj/kzMDAQd9xxR8yfPz8mTJiQyRjQKOZ3c5BLZWf9+vWxYsWKmDFjxrBCV2gXlea4PIpW5ucU2p053ljyKOplDgHtQCYFZEUmBQClJckT7LAG0EasHgRkQQADAAAAQJ7kUQAAAADkTSYFAOmyFCdAm/GhCUhLb2+v9xQAAACq4vMjkAZ5FAAAAEn4DAmkQSYFANmwwxoAAIOELwAAANSqt7c3+vv7G/00gBY1d+7cRj8FAAAAWpBMCqiFGikAyJ6GNYA2JIgBkhLCAAAAAJC33t7eGBgYiBUrVjT6qQAAAADQAdRIAUB+NKwBtClNa0AlAhgAAADSJpMCKpFJAQAAkDaZFFCOPAoAGqO70U8AgOz4oAWU0tvb6/0BAACAzPjMCZQikwIAACBLPnMCI8mjAKCx7LAGANABhC8AAAAA5E0mBQAAAEDeZFIA0BzssAbQ5nz4gs5mpSAAAAAawWdR6GwyKQAAABrBZ1HobDIpAGgudlgD6AC9vb3R39/f6KcB5ETwAgAAQDOQSUFnkUkBAADQDGRS0FlkUgDQvOywBtAhfDCD9meVIAAAAJqNz6nQ/mRSAAAANBufU6H9yaQAoPnZYQ2gg1hBCNqT8AUAAACAPMmjAAAAAMibTAoAWouGNQCAFiSAAQAAoFVYRAnah0wKAACAViGTgvYhkwKA1qRhDaDDCGOgtQlgAAAAaEUyKWhd8igAAABalUwKWpdMCgBaX3ejnwAA+fNhDlpPb2+v/3cBAABoaT7XQmuRRwEAANAOfLaF1iKTAoD2YYc1gA5lBSFofsIXAAAAAPImkwIAAAAgbzIpAGg/dlgD6GA+5EFzslIQAAAA7crnXWheMikAAADalc+70LxkUgDQvuywBgDQBAQvAAAAdIre3t7o7+9v9NMAQiYFAABA55BJQfOQSQFAZ7DDGkCH8+EPGssqQQAAAHQin4WhsWRSAAAAdCKfhaGxZFIA0FnssAaAFYSgAYQvAAAAAORJHgUAAABA3mRSANC5NKwBEBGa1iAPAhgAAAB4lTwK8iGTAgAAgFfJpCAfMikAQMMaAIMEMpANAQwAAACUJo+CbMijAAAAYGwyKciGTAoAGKq70U8AgObiQyOkp7e31/9TAAAAUIHPzpAeeRQAAABUx+dnSI9MCgAoxQ5rAAApEr4AAAAAkDeZFAAAAAB5kkcBAJXYYQ2AUXyYhOSsFAQAAAC185kaaiOTAgAAgNr5TA3JyaMAgGrZYQ2Aknp7e6O/v7/RTwOamvAFAAAA0iOPgurIpAAAACA9MimoTB4FANRCwxoAQEJCGAAAAMiGAiEYm0wKAAAAsiGTgtLkUQBAPTSsATAmYQwMJ4QBAACA7Mmk4FXyKAAAAADyJpMCANKgYQ2AshQI0ekEMAAAAJA/mRSdTiYFAAAA+ZJHgUwKAEiXhjUAgBIEMAAAANBYioToNPIoAAAAaCx5FJ1IJgUAZKW70U8AgObnQymdpLe315wHAACAJuEzOp1AHgUAAADNw2d0OoVMCgDImh3WAKiKFYRoZ8IXAAAAAPIkjwIAAAAgbzIpACBPdlgDoGo+sNJurBQEAAAAzc9nd9qJPAoAAACan8/utBuZFADQCHZYAwA6ivAFAAAAWk9vb2/09/c3+mlATeRRAAAA0HrkUbQ6mRQA0Gga1gBIRBhDqxLCAAAAAJAneRQAAAC0NnVStCKZFADQLDSsAZCYMIZWIYABAACA9iGTolXIpAAAAADIm0wKAGg2GtYAgLYjgAEAAID2pGmNZiaTAgAAgPYjj6LZyaQAgGalYQ2AmghjaDbCFwAAAADyJpMCAACA9qdOimYjkwIAWkF3o58AAK3LB1+aQW9vr7kIAAAAHUQOQDOQSQEAAEBnkQPQDGRSAEArscMaAHWxghCNIHgBAACAziaTohFkUgAAANDZZFI0gkwKAGhVGtYAgJYhgAEAAAAgbzIpAAAAAPImkwIAWp2GNQDqZvUgsiR8AQAAAEqRSZElmRQAAABQikyKLMmkAIB20t3oJwBAe/BhmbT19vaaVwAAAEBZsgPSJpMCAAAAKpEdkDaZFADQjuywBkBqrCBEGoQvAAAAQBIyKdIgkwIAAACSkElRL3kUANDuNKwBAA0ngAEAAACgEeRSAAAAAORJHgUAdAoNawCkyupBJCGAAQAAANIgkyIJmRQAAACQBpkU1ZJHAQCdqLvRTwCA9uMDNpX09vaaJwAAAECqZA1UIpMCAAAA0iZroBx5FADQyeywBkAmrCDESMIXAAAAIGsyKUaSSQEAAABZk0kxkkwKAEDDGgCQMQEMAAAAAHmTSQEAAACQN5kUAMCrNKwBkBmrB3Uu4QsAAADQKDKpziWTAgAAABpFJtW5ZFIAAKVpWAMgU8KYziKAAQAAAJqBTKpzyKMAAACAZiGT6hwyKQCAyjSsAZA5YUx7E8AAAAAAzUgm1b7kUQAAAECzkkm1L5kUAEAyGtYAgMQEMAAAAADkRRYFAAAAQN5kUgAA9elu9BMAoDP4AN8eent7/V0CAAAALUOO0dpkUQAAAEArkme0NpkUAEA67LAGQG5sed+aBDAAAABAK5NJtR55FAAAANDqZFKtRyYFAJAuDWsA5EoY0xoEMAAAAEA7kUm1BpkUAAAA0E5kUq1BJgUAkA0NawBARAhfAAAAAMifTAoAAACAvMmkAACy193oJwBA5/GBv7n09vb6OwEAAADanvyjucikAAAAgE4g/2guMikAgPzYYQ2AhrDlfeMJXwAAAIBOI5NqLHkUAAAA0IlkUo0lkwIAaAwNawA0jDAmfwIYAAAAoNPJpPInkwIAAAA6nUwqfzIpAIDG0rAGAB1AAAMAAABAnuRRAAAAAORNJgUA0Dy6G/0EAOhsQoJs9fb2+hoDAAAAjCAvyY48CgAAAKA0mUl2ZFIAAM3HDmsANJwt79MlfAEAAACoTCaVLpkUAAAAQGUyqfTIowAAmpsd1gBoCgKE+lkpCAAAACAZWUr9ZFIAAAAAychS6iOPAgBoDXZYA4AWJnwBAAAAIG8yKQAAAADyJI8CAGg9dlgDoGkIFqpnpSAAAACAdMhYqieTAgAAAEiHjKU68igAgNZlhzUAmkpvb2/09/c3+mk0LQEMAAAAQPpkUmOTRwEAAABkQyY1NpkUAEDr07AGQNMRxgwngAEAAADInkxqOJkUAAAAAHmTSQEAtA8NawDQpAQwAAAAAORJHgUAAACQL4soyaQAANpVd6OfAACU0slBRG9vb0e/fgAAAIBG6dRMRh4FAAAA0DidmsvIpAAA2psd1gBoWp20gpDwBQAAAKA5dEomJY8CAAAAIG8yKQCAzmGHNQCaWruHFFYKAgAAAGg+7ZzXyKMAAAAAmk+75zUyKQCAzmOHNQCaXrutai18AQAAAGh+7ZRJyaMAAAAAml875VERMikAgE6nYQ0AciKEAQAAACBP8igAAAAA8iaTAgAgQsMaAC2iVVcQEsAAAAAAtC6ZFAAAAAB5atU8KkImBQDAcN2NfgIAUK1WCjV6e3tb6vkCAAAAUForZTwyKQAAAIDW12r5jkwKAIBS7LAGQEtp5lWEBC8AAAAA7UkmBQAAAECemjmPipBJAQBQWV07rF122WXR1dUVZ5999uB9a9asibPOOitmzZoVPT09sfPOO8cXvvCFstcZGBiIT33qUzFnzpyYNGlS7LnnnnHnnXeOGusNb3hDTJ48Obbeeut4xzveET/72c+GHXPyySdHV1fXsNs+++xTz0sEgIqsEgQAAABA3mRSAAAAAO2tGbMfmRQAANWqeYe1hx9+OL785S/HHnvsMez+D3/4w3HvvffGkiVLYrvttou77747zjjjjJgxY0YcccQRJa914YUXxpIlS+Laa6+NnXbaKe6666448sgj44EHHoi99torIiLuu+++OPPMM+MNb3hD/PnPf44LLrggDj300Hj88cdjk002GbzWW9/61li8ePHgnzfaaKNaXyIATaoZVhASvAAAAAB0FpkUAAAAAHmTSQEA0Kpq2mFtzZo1cfzxx8e1114bm2+++bDHHnzwwTjppJPiwAMPjO222y5OO+202HPPPaOvr2/M6914441x/vnnx/z582OHHXaID3zgA3HYYYfFZz7zmcFj7rzzzjj55JNj1113jT333DMWL14cTz311KgfxCdOnBjTpk0bvL3mNa+p5SUC0OQaFYRYJQgAAACgczUyF5o7d27DxgYAAACgcdRJAQDQimpqWDvzzDNjwYIFcfDBB496bP/994/bbrstli9fHoVCIe699974+c9/HocddtiY11u7dm1MmjRp2H09PT3xgx/8YMxzVq1aFRExqiFt6dKlsfXWW8frXve6WLhwYTzzzDNJXhoALSSvQKQYvghgAAAAAMg7k9KoBgAAAIA6KQAAWs34pCfcfPPN8cgjj8TDDz9c8vGrr746Fi5cGLNmzYrx48dHd3d3XHfddbH//vuPec3DDjssrrrqqnjTm94Uc+bMie9///vxne98J9atW1fy+EKhEB/5yEdi//33j912223w/re97W1x1FFHxezZs+NXv/pV/M3f/E28+c1vjv7+/pg4ceKo66xduzbWrl07+OfVq1dX+2UAoAMIXgAAAADIm0wKAAAAgLzJpAAASFuihrWnn346PvShD8Xdd989ake0oquvvjoeeuihuO2222L27Nlx//33xxlnnBHTp08vuSNbRMTnPve5WLhwYey0007R1dUVc+bMiVNOOSUWL15c8vizzjor/uu//mvUDmzvec97Bn+/2267xbx582L27Nlx++23xzvf+c5R17nsssvioosuqvblA9CEent7o7+/P/VrAgAAAMBYZFIAAAAA5C3tTEoeBQBAlhI1rPX398czzzwz7IfUdevWxf333x+f//znY9WqVXH++efHt7/97ViwYEFEROyxxx7x4x//OK688soxG9a22mqruPXWW+Oll16KZ599NmbMmBHnnntubL/99qOO/eAHPxi33XZb3H///TFr1qyyz3f69Okxe/bs+MUvflHy8fPOOy8+8pGPDP559erVse2221b8OgDQXNIIYwQwAAAAACSRVoGQXAoAAACAaqmTAgCgVSRqWHvLW94Sjz766LD7TjnllNhpp53iE5/4RKxbty4GBgaiu7t72DHjxo2L9evXV7z+pEmTYubMmTEwMBDf+ta34uijjx58rFAoxAc/+MH49re/HUuXLi3ZzDbSs88+G08//XRMnz695OMTJ06MiRMnVrwOAM2v1jBGAAMAAABArWRSAAAAAOStlkxKHgUAQN4SNaxNnjw5dtttt2H3bbLJJrHFFlsM3n/AAQfEOeecEz09PTF79uy477774oYbboirrrpq8JwTTzwxZs6cGZdddllERPzwhz+M5cuXx9y5c2P58uWxaNGiWL9+fXz84x8fPOfMM8+Mr33ta/Gd73wnJk+eHCtXroyIiKlTp0ZPT0+sWbMmFi1aFO9617ti+vTp8eSTT8b5558fW265ZRx55JG1fXUAaFtCGAAAAADyJpMCAAAAIE/yKAAAGiVRw1o1br755jjvvPPi+OOPjz/84Q8xe/bsuOSSS+L0008fPOapp54atgvbSy+9FBdeeGE88cQTsemmm8b8+fPjxhtvjM0222zwmC984QsREXHggQcOG2/x4sVx8sknx7hx4+LRRx+NG264IZ5//vmYPn16HHTQQfH1r389Jk+enPbLBKAJVVo9SAADAAAAQNpkUgAAAADkTSYFAECzq7thbenSpcP+PG3atFi8eHGicw444IB4/PHHy55TKBTKPt7T0xN33XVX2WMqKY6xevXquq4DQOPsuOOO8aMf/WjYfXvttVdEeH8HACA7xZ81K+UXUEoemdTAwEC88MILsXr16pgwYUJm40AjmN80gywzKXOcdmeO087Mb9qdOd5Y8ijqpU4KoPWpkwIAIG9JMqnUd1hrZX/84x8jImLbbbdt8DMBAAAAWtEf//jHmDp1aqOfBi1GJgUAAADUSh5FrWRSAAAAQK2qyaS6CpZaGrR+/fpYsWJFTJ48Obq6unIbd/Xq1bHtttvG008/HVOmTMltXMiLOU47M79pd+Y47c4cp52Z3/kqFArxxz/+MWbMmBHd3d2Nfjq0mDwyKe8JtDPzm3ZnjtPuzHHamflNuzPHG0seRb1kUlAf85t2Z47Tzsxv2p05TrszxxsrSSZlh7Uhuru7Y9asWQ0bf8qUKf6Hoa2Z47Qz85t2Z47T7sxx2pn5nR8rWVOrPDMp7wm0M/ObdmeO0+7McdqZ+U27M8cbRx5FPWRSkA7zm3ZnjtPOzG/anTlOuzPHG6faTMoSSwAAAAAAAAAAAAAAAACkQsMaAAAAAAAAAAAAAAAAAKnQsNYEJk6cGJ/85Cdj4sSJjX4qkAlznHZmftPuzHHanTlOOzO/gaG8J9DOzG/anTlOuzPHaWfmN+3OHAcq8T5BOzO/aXfmOO3M/KbdmeO0O3O8dXQVCoVCo58EAAAAAAAAAAAAAAAAAK3PDmsAAAAAAAAAAAAAAAAApELDGgAAAAAAAAAAAAAAAACp0LAGAAAAAAAAAAAAAAAAQCo0rAEAAAAAAAAAAAAAAACQCg1rdbrkkktiv/32i4033jg222yzUY//5Cc/iWOPPTa23Xbb6OnpiZ133jk+97nPDTvmZz/7WRx00EGxzTbbxKRJk2KHHXaICy+8MAYGBsYc98knn4z3ve99sf3220dPT0/MmTMnPvnJT8bLL7887LinnnoqDj/88Nhkk01iyy23jP/zf/7PqGOgnEbN8WrGjojo6uoadfviF79Y68ulAzX7HPc+Tj0aOb+fe+65OOGEE2Lq1KkxderUOOGEE+L5558fdoz3cOrV7HPcezj1SmOOL126NI444oiYPn16bLLJJjF37tz46le/WnHsRx55JA455JDYbLPNYosttojTTjst1qxZM+w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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 53 + }, + { + "cell_type": "markdown", + "id": "22a13e1855abd3a5", + "metadata": {}, + "source": [ + "### Tile 12, 11 - Mud Bay & Crescent Beach" + ] + }, + { + "cell_type": "code", + "id": "996837fbb6f9f0ae", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:20.662594Z", + "start_time": "2025-09-30T18:45:20.200932Z" + } + }, + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 54 + }, + { + "cell_type": "markdown", + "id": "1530bfa3ccf49420", + "metadata": {}, + "source": [ + "### Tile 12, 12 - Surrey\n", + "\n", + "* junction of Fraser River proxy and the real river" + ] + }, + { + "cell_type": "code", + "id": "dccaf78d972f363a", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:21.151246Z", + "start_time": "2025-09-30T18:45:20.670811Z" + } + }, + "source": "plot_tile(tile_x_min_max[12], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/media/doug/warehouse/MEOPAR/tools/bathymetry/plot_tile.py:87: UserWarning: The input coordinates to pcolormesh are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolormesh.\n", + " ax_sgl_map.pcolormesh(\n", + "/media/doug/warehouse/MEOPAR/tools/bathymetry/plot_tile.py:106: UserWarning: The input coordinates to pcolormesh are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolormesh.\n", + " ax_dbl_base_map.pcolormesh(\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 55 + }, + { + "cell_type": "markdown", + "id": "25bef7c5932d22e4", + "metadata": {}, + "source": [ + "## Row 13 - Carmanah Point to Fraser River" + ] + }, + { + "cell_type": "code", + "id": "747a0ee1798e68b8", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:21.160761Z", + "start_time": "2025-09-30T18:45:21.158479Z" + } + }, + "source": [ + "y_min_max = numpy.array([420, 450])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 56 + }, + { + "cell_type": "markdown", + "id": "4f942cba530cf294", + "metadata": {}, + "source": [ + "### Tile 13, 0 - Carmanah Point" + ] + }, + { + "cell_type": "code", + "id": "45ded08884bc8fa1", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:21.672707Z", + "start_time": "2025-09-30T18:45:21.205535Z" + } + }, + "source": "plot_tile(tile_x_min_max[0], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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A0HkJ8qEZXOjSnDB//wB/3+25DPP3D/D33S7MBwAA6DrMa3Qcb1buKUroFw0H/Zlw3Q8A0HEJ8iEDLnRpjoYC/P3btHWY31CAv38bF/UAAACdlzmN/LZ/Vf7eAH+vLRsrY/ARjYf59VXlu9YHAOj4BPnQCBe71KehqvxMAvxcyCTABwAAoHMzp9Fx7B/e7y/jMH9NRPIUAT4AQGchyId6uNilKfuG+S0N8LNdld/SAF9VPgAAQOdhTqNzaizMH7Lmnd8T/5MQ5gMAdBKCfHibC12aKxsV+NkI87NRgS/MBwAA6LjMaXQN+4f5+wb4+xLmAwB0DoJ8ujQXuuSDloT5iTuyv3y+MB8AAKDjMKfRNW3ZWBmjX298mf2IumF+fUUA7TkHsO94zEUAANRPkE+X5GKXjqgtwnsAAAA6DvMZNEdTK/i1xwf66xuTwgIAgPoJ8ukyXOySbZV/r4zRfZv+FHwmGqvKbzLAXxQRl2VlGC6eAQAA8pA5DfZVeUBmVfmZyNU8QDa+FhAAoKsR5NPpudilLbVVmN/s6nthPgAAQKdjToOGNBrmj2peX/vPA2RjGf7mBvfmIgAA6hLk0ym50KWjatXy+cJ8AACATsG8BpmoE+bvH+BvjYiBmfWVjWX4W1t1by4CACBdt/YeAGRTVVWVi11yrvLvle09hHcsau8BAAAA0FLmNWiuygMq9wT4DVXhb83esRoK6vv372/pfACANiDIp1NwoUt7a22YX/n3yvz6QEBEJL7rIhwAACAXzGvQphoN83/99i0z+wb2/fv3b/GQGnJd4pas9wkA0FG1KsivqKiIRCIR06dPT23bsWNHXHHFFTFkyJDo3bt3jBgxIm6//fYm+3r99dejvLw8iouLo1evXjFixIhYtmxZWpvbbrsthg8fHr169YqysrL41a9+lbY/mUzG7Nmzo6SkJHr37h3jx4+Pp59+ujVPkTznQpd80pIgfv8Av/J9WQjzW1uVf+fbtxDmAwAAtJW9cxrmNWityk0ZzCXUCfP3D/CbF+ZnswL/2rg5dYsQ5gMA7NW9pQ9cs2ZNLFq0KEaNSl+3acaMGfHYY4/F4sWLY9iwYbF8+fKYOnVqlJSUxJlnnllvX7t27YpTTz01Bg4cGA888EAMGTIkNm/eHEVFRak2999/f0yfPj1uu+22GDNmTHznO9+JM844I/7whz/EYYcdFhERX//612PevHlx9913x5FHHhlz5syJU089NZ555pm0vuj4XOTS0TUW+le+rzJGrx3d4P6MLIqIy5rR/s6GdyW+m4jkp31HHQAAQDaY06AtVG6qjNGHNTGXsDUiBjYW2P86Ik7I4qgatje0b8h1iVvipuTnczIWAIB81aKK/B07dsTkyZPjjjvuiAMPPDBt35NPPhlTpkyJ8ePHx7Bhw+Kyyy6LY445JiorGw6tvve978Wrr74aP/3pT2PMmDFRWloaY8eOjWOOOSbVZt68efHpT386/v3f/z1GjBgR8+fPj6FDh6aq/ZPJZMyfPz+uu+66OOuss2LkyJFxzz33xJtvvhn33XdfS54mecgn1cl3TVXlZ7qEfs4q8/epvgcAAKDtmNOgPVVuqsyscr+tTfrznlsGVOYDAF1di4L88vLymDRpUkyYMKHOvrFjx8bSpUvjr3/9aySTyXjsscdiw4YNcdpppzXY39KlS+Okk06K8vLyGDRoUIwcOTLmzp0bNTU1EbGnYr+qqiomTpyY9riJEyfGE088ERERzz//fGzZsiWtTWFhYYwbNy7VZn87d+6M7du3p93IP5aao6OpL6jPNMDPuvrC/Duj2QG+JfYBAACaz5wGuVRfUL9/gF9ZWdBEL5kvsd8s+wX4cyedldHDhPkAQFfW7KX1lyxZEmvXro01a9bUu3/BggVx6aWXxpAhQ6J79+7RrVu3uPPOO2Ps2LEN9vncc8/Fo48+GpMnT45ly5bFxo0bo7y8PHbv3h033HBD/O1vf4uampoYNGhQ2uMGDRoUW7ZsiYhI/ayvzV/+8pd6j1tRURE33nhjxs+d3HGBS0eXjdA+K0vsR+wJ81v0sa10ltgHAABomjkN2lMmVfeVlQUxenRNIy2ytMR+E5X3cyedFdf+8idNdpNIJCKZNB8BAHQ9zQryN2/eHNOmTYvly5dHr1696m2zYMGCeOqpp2Lp0qVRWloaq1evjqlTp0ZxcXG9FfwREbW1tTFw4MBYtGhRFBQURFlZWbz00ktx8803xw033JBql0ikV4Qmk8k62zJps9esWbPi6quvTt3fvn17DB06tOETQJtzsQvpWhvmV96750NUoy96PCvjEeYDAADUZT6DzqL27QC/VfUAP/rxnp/3tG4sc+Oa1O/CfACgK2pWkF9VVRVbt26NsrKy1LaamppYvXp13HrrrbFt27a49tpr48EHH4xJkyZFRMSoUaNi3bp1ccsttzQY5BcXF0ePHj2ioOCdpZ1GjBgRW7ZsiV27dsXBBx8cBQUFqar7vbZu3ZqqwB88eHBE7KnMLy4urrfN/goLC6OwsLA5p4A24GIXGteSMH9vgJ+6f/fYrIX5AAAA7GFOg45q/6r82v0q8GujBWH+3gB/rylrI+55X6MPqa8qf98AHwCgK2tWkH/KKafE+vXr07ZdfPHFcdRRR8XMmTOjpqYmqquro1u39D/zCgoKora2tsF+x4wZE/fdd1/U1tamHrthw4YoLi6Onj17RkREWVlZrFixIj7+8Y+nHrdixYo488wzIyJi+PDhMXjw4FixYkUcd9xxERGxa9euWLVqVXzta19rztMkR1zsQvbtH+Cn7ctSmK8qHwAA6OrMadAZVFYWxPtGN1w4kHGYf8+9De/LMMyPXx7e5GEaqsrfdzVWVfsAQGfSrCC/qKgoRo4cmbatb9++MWDAgNT2cePGxTXXXBO9e/eO0tLSWLVqVdx7770xb9681GMuvPDCOPTQQ6OioiIiIj772c/GwoULY9q0aXHllVfGxo0bY+7cuXHVVVelHnP11VfHBRdcEKNHj46TTjopFi1aFJs2bYrLL788Ivb8wTZ9+vSYO3duHHHEEXHEEUfE3Llzo0+fPnH++ee37OyQdS50oWWaqspvLMBvC8J8AACgKzKvAfv4+m8j4g9Nt2sszJ98856fv8zskPuG+fV9naol+AGAzqRZQX4mlixZErNmzYrJkyfHq6++GqWlpXHTTTelAveIiE2bNqVV7Q8dOjSWL18eM2bMiFGjRsWhhx4a06ZNi5kzZ6banHvuufHKK6/EV77ylXj55Zdj5MiRsWzZsigtLU21+cIXvhBvvfVWTJ06NV577bU44YQTYvny5VFUVJTtp0kzudCF1qsvzG9ugG+JfQAAgOYzr0FntbaysvlV+Qv+/PYvby/N//+OiRj028YPtH+YvzfA3+u+yyPO/3YGI64/wAcA6IwSSR9RTNm+fXv0798/tm3bFv369Wvv4XQKLnShDUyf3uoushLmdzsqkhf/sfX9AJAX/C0M0LHl27/j1dXVsWzZsvjQhz4UPXr0aO/htJh5jczV1tbGSy+9FCUlJXW+dpP811iYHxHRLRXev6N3oiZ+OPQP8cnN74m3kgURg9c2faDd/9P4/gzD/KaY8m47neXfdzLnNe+aOtrrnm9/C0O2ZL0iHyJc6EKn1u2o1K+Ju0YI8wEAgE7FnAZdUX2V+WsrK1O/V8ZrMfqJA1vcf/LQsyMiIvGXy5to2YhvvP1hgs8d3mRTS+wDAJ2Bj8eSVVVVVS54oa3Nn9/qLirvbt6S/BGxJ8DfJ8TfK3HXiFaPBwAAoL2Z06CrW1tZmXbbX+XJrzXewZb31dmUPPTsVIgfEZEsbaLi/r56gv5v/PmdEH/vfQCALkCQT1a42IUcy2WY30CADwAAHVlFRUUkEomYvs9XV+3YsSOuuOKKGDJkSPTu3TtGjBgRt99+e5N9vf7661FeXh7FxcXRq1evGDFiRCxbtiytzW233RbDhw+PXr16RVlZWfzqV79K259MJmP27NlRUlISvXv3jvHjx8fTTz+dledK48xpQOYyCfP3hvf7Bvj7yijM3xveNxTaZxDmJxKJJtsAAOQzS+vTYi5yoZNrRnhviX0AADqSNWvWxKJFi2LUqFFp22fMmBGPPfZYLF68OIYNGxbLly+PqVOnRklJSZx55pn19rVr16449dRTY+DAgfHAAw/EkCFDYvPmzVFUVJRqc//998f06dPjtttuizFjxsR3vvOdOOOMM+IPf/hDHHbYYRER8fWvfz3mzZsXd999dxx55JExZ86cOPXUU+OZZ55J64vsMKcBLVd5ct1l9tMC/p1N95Es/XadZfbHfPKdgP//m3dNq8a4lyX2AYCOTJBPs7jQhTwyf37EPtVDLVF599gYfdHj6RtbWH0vzAcAoCPYsWNHTJ48Oe64446YM2dO2r4nn3wypkyZEuPHj4+IiMsuuyy+853vRGVlZYNB/ve+97149dVX44knnogePXpERERpaWlam3nz5sWnP/3p+Pd///eIiJg/f348/PDDcfvtt0dFRUUkk8mYP39+XHfddXHWWWdFRMQ999wTgwYNivvuuy8+85nP1Dnuzp07Y+fOd9Ky7du3R0REdXV1VFdXt+DMZNfeMeTDWPZat25dew+hU6utrU37Sef2vye+ErW1tbFlS8Rjx78atbXvLPy6psf/xrE7xzXZx66h98RpJ+yzobp36tcPXDkynrr1t413MG9DxHXHNHmcPn36xLZt25psR2by8d932pbXvGvqaK97RxknNFci6SOJKdu3b4/+/fvHtm3bol+/fu09nLwiwIc81sowPyJi9CV/a/043ibMB+iY/C0MdBVTpkyJgw46KL75zW/G+PHj49hjj435b3911eWXXx5VVVXx05/+NEpKSmLlypXx0Y9+NB566KEYO7b+r6b60Ic+FAcddFD06dMnfvazn8UhhxwS559/fsycOTMKCgpi165d0adPn/jxj38cH//4x1OPmzZtWqxbty5WrVoVzz33XBx++OGxdu3aOO6441JtzjzzzDjggAPinnvuqXPc2bNnx4033lhn+3333Rd9+vRp5VkCAICO480334zzzz/fnAadjop8GiS8hw6iNZX5b09Yxu8+laXBAABA/lqyZEmsXbs21qxZU+/+BQsWxKWXXhpDhgyJ7t27R7du3eLOO+9sMMSPiHjuuefi0UcfjcmTJ8eyZcti48aNUV5eHrt3744bbrgh/va3v0VNTU0MGjQo7XGDBg2KLVu2RESkftbX5i9/+Uu9x501a1ZcffXVqfvbt2+PoUOHxsSJE/Ni8rK6ujpWrFgRp556amqlglxSfZ97e6qzt8TgwYOjW7duTT+ADi+T13z/yvx1havqtJl5bOPV+/VV5m9b/04lfv8lmYz27cepzG+19v73ndzzmndNHe1137s6FXQ2gnzqEOBDJ7c3vN9H5ajFMTpLYb4l9gEAyEebN2+OadOmxfLly6NXr171tlmwYEE89dRTsXTp0igtLY3Vq1fH1KlTo7i4OCZMmFDvY2pra2PgwIGxaNGiKCgoiLKysnjppZfi5ptvjhtuuCHVLpFIpD0umUzW2ZZJm70KCwujsLCwzvYePXrk1WRrrsezd05DkNx+unXr5vx3MY295r/r/av0tvW0ufl3v4ppZaMb7P99M46Mxy9s+Phv/ltE4vuZjDSirOeP4nfJyZk1plH59t8b2p7XvGvqKK97RxgjtIQgn4gQ3kOHl0lVfj0B/r6E+QAAdGZVVVWxdevWKCsrS22rqamJ1atXx6233hrbtm2La6+9Nh588MGYNGlSRESMGjUq1q1bF7fcckuDQX5xcXH06NEjCgoKUttGjBgRW7ZsiV27dsXBBx8cBQUFqar7vbZu3ZqqwB88eHBE7KnMLy4urrcNjTOvAZ3Tt6oq3/6t4aA/IiJ5QeNh/tGxOPX7qMQPhPkAQIfg47FdXFVVlYtd6CzqC+rnz3/nBgAAXdgpp5wS69evj3Xr1qVuo0ePjsmTJ8e6deuipqYmqqur61SVFhQURG1tbYP9jhkzJp599tm0Nhs2bIji4uLo2bNn9OzZM8rKymLFihVpj1uxYkWcfPLJERExfPjwGDx4cFqbXbt2xapVq1JtqJ95Degc3gns37m/77aqaZX7P6SO5AV1tx0di9NCfACAjkRFfhflIhc6qVYG9lmtyv/x1yJ59sys9AUAAK1VVFQUI0eOTNvWt2/fGDBgQGr7uHHj4pprronevXtHaWlprFq1Ku69996YN29e6jEXXnhhHHrooVFRUREREZ/97Gdj4cKFMW3atLjyyitj48aNMXfu3LjqqqtSj7n66qvjggsuiNGjR8dJJ50UixYtik2bNsXll18eEXuW1J8+fXrMnTs3jjjiiDjiiCNi7ty50adPnzj//PPb+tR0SOY1oPPZP8zfX9W0yij7VtOV+aO+33RwryofAOgIBPldjAtdoCmtDvPfdVHqV2E+AAAdyZIlS2LWrFkxefLkePXVV6O0tDRuuummVOAeEbFp06a0qv2hQ4fG8uXLY8aMGTFq1Kg49NBDY9q0aTFz5jt/B5977rnxyiuvxFe+8pV4+eWXY+TIkbFs2bIoLS1NtfnCF74Qb731VkydOjVee+21OOGEE2L58uVRVFSUmyffAZjTABoN8x9oXl/CfAAg3yWSyWSyvQeRL7Zv3x79+/ePbdu2Rb9+/dp7OFnlYhdormaH+fsE+PsT5gPkv878tzBAV5Bv/45XV1fHsmXL4kMf+lD06NGjVX2Z0+gYamtr46WXXoqSkpI6X1FB59Ser3lamF9PgD/qrcyW0xfkN182/32nY/Cad00d7XXPt7+FIVtU5HdyLnaBNtdIgA8AANBS5jSAhlRNq4yyf2l4mf3f9f5URmH+lxPz48bk9CyODAAgewT5nZALXSAbmlxivxkBviX2AQCATJnXANrax+P/Ur8L8wGAfGWdq06iqqoqdQPIlspR9Xx6/V0XtagKP/Hjr7V6PAAAQOdlXgNojqpfVTa6/3e96xYnfDz+Ly3EBwDIZyryOzgXuEBbqxy1OEY/90hW+mppZX6/xP1p97cnz83KeAAAgPZnbgNoqapfNb3E/pff+maT/ajKBwDykSC/A3KBC3QV+wf4+24X5gMAQMdkXgPIhcPe3PPz4kRm7YX5AEC+sbR+B2KJOaC9VL57Qtb6ymSJ/X6J+xsM8fdtAwAAdAy+EhBoK/svsX/Ym++E+BERdyVn5HhEAADZIcjPcy50gXyRizA/kwAfAADoONatW2dOA2hzVb+qrBPg7yvTMD+RyLB8HwAgBwT5eUp4D+SjtgrzWxrgC/0BACA/rVu3rr2HAJCmsTD/KzEjvhJ79gvzAYB8IcjPMwJ8IN9lM8zPRgW+MB8AAPKHeQ2gvTxYVdlkm/3D/H0D/H0J8wGAfNC9vQfAHi5yAVquX+L+2J48t72HAQAAXZI5DSBfPFhVGR8vG91om7uSM2JzBjl9IpGIZDKZpZEBADSfIL+dudgFOqLKd0+I0c890vIOPvbFt39ZkpXxAAAAuWdOA8hHDYX5m3/40D73zsjdgAAAWkiQ305c7AIdXbPD/FR4/443dp0XRT2zE+arygcAgNwwpwHkuwerKmP0hv9ruMF9D0Wc33SYf3BiYPwtuTWLIwMAyJwgP4dc6AKdTUZhfj0B/r6E+QAA0DGY1wA6gqGj367Gv++hxhs2EuYPiENSvwvzAYD2IshvYy5ygc6u3jC/ifAeAADoOMxtAB1BKsB/2/87/4wY1Mwwf98AHwCgvQny24iLXKArqXz3hBg9qu73z2Uqm1X5icT/RjL5/qz0BQAAXZm5DaAj2D/A31emYf6A8y9stElDVfmJRCLtfjKZbPxYAADNIMjPIhe4AC3X2jD/jRie+l2YDwAAzWdeA+hyuv8h46b7hvn7B/h7JRIJYT4AkDXd2nsAnUFVVZWLXaDLq/xdZav7eGPXec1/TAxPC/H3SiT+t9XjAQCAzm7vnIZ5DaCj2lzZ+HzE/9tn6fyU7n9IC/Ff+VFmXxGYSCQaDPEBALJNkN9CLnQB6spGmJ+phgJ8AACgaeY0gM4kozB/b3jfQBV+pmF+UwT9AEC2WFq/mVzkArStppbYb054b4l9AABIZ14D6Go2f+pTre7jlelP7fll/uEZtbfEPgCQDSryM+ST6gCZaasl9ltagW+JfQAAMK8BdH77V+Vv/tSn0kL8yqW/abKP/avyX5n+1DshfkTE9D+3bpAAAM2gIr8JLnIBmq/yd5UxetToVvXxxq7zInr+OivjUZkPAEBXZE4D6Go2V1ZGzJ/f4P7Kpb+J0R89rtE+XvnRFyOe+FjDDab/OaPK/DmJO+JLyUubbAcA0BBBfgNc7AK0n2d77vn5T+07DAAA6JDMaQC0TPLwz0VERKKxID+i0TD/q7Eo9bswHwBoDUvr1+M3v2l6mSUAGteSJfaf7flOiB8R8WyckLXxWGIfAICuwJwG0OVNn97o7vqW2E8e/rlUiB8Rkbyg6Yr7/ZfZ/2osSgvxAQBaS5APQJvJNMzfP8BP2yfMBwAAAJojgzB/b3i/b4C/r0zD/KYC/DmJO5ruBwCgHoJ8ANpNYwF+WjthPgAAANAc9YX506enblXJ5q8kuK+/ffnw+NuXMwj7Q5gPALRM9/YeAACdW+XvKmP0qNFp2zIJ7/f3bJwQ/xS/ztKoAAAAgE6vicr8qmRllCVGN7g/ecHhkfh++hL6+4f3n33tsrj9QEvqAwDZJ8ivx3HHHRcbN25s72EAdBqVv6uMA0Y3fGGca4nXE5E8INk+x/7xA2n3k2f/W7uM46OJe9LuL01OaZdxAACQXeY0AJonkzD/lXc33kcmYX5i7nORvLaJjgAA9iHIb0BZWVlUVVW19zAA2Eerq/Jfe2eJ/lyH+fsH+Ptuz2WYv3+Av+92YT4AAABdUX1h/r5L7w+LposT6gvzr7/plLT7wnwAoDkE+Y0Q5gNkz+uV2anKb3aYv094v79chPkNBfj7t2nrML+hAH//NsJ8AICOz3wGQPPtG9zv74U/V8awwzML8w++7c+NthHmAwCZ6tbeAwCg63i9suGL4uZ4NhoO51NeO6HREL+tJX78QEYhflv7aOKejEJ8AAA6l7KysvYeAkCn8sKfG5/TeOGCD8cLF3w4o74Sc5/LxpAAgE5OkN8EF74A2dWmYf7e8L4ZAX7i9URWxpPqr4UBfrZD/5YG+EJ/AIDOw5wGQHbVF+bvH+BXPjktl0MCADoxQX4GXPgCZFdWw/wWhPf7y0aYn40K/GyE+dmowBfmAwB0HuY0ALLrhT9XpsL7hirwMwnz/ynxw2wPDQDoZAT5GXLhC5BfXq+szNoHAiJaFub/47lE6pa1cbSkmv+/E6lbtgjzAQA6D3MaAPnj8Ot+HYdf9+uIEOYDAI0T5DeDC1+A7GlpCL9/gF/ZxHfUZVtbhPct0RbhPQAAnZc5DYAsmj27ySb7V+XvG+DvS5gPADREkN9MLnwBsqc5YX5jFfjZCvMbq8pvKrx/q+zsrIwhovGq/KbC+58/dFHWxqEqHwCgczGnAZBFGYb5DQX4+2oozE8kEqkbAND1CPIBaFdNhfnZXkK/KfuG+c2tvm+rML+51ffCfAAAAGhfo3/6ixj9019k3H7fML++8F6YDwBdjyC/BXyCHSC76gvqmxvgZ3OJ/XxYOj+i6er7xgjzAQCojzkNgCyqpyp//wD/z7vPz7g71fcAwL4E+S3kwhcgu/YG962pwM9mmN9S2azKb61shvkAAHQe5jQAsmj27FR431AFfnPC/MY0FPLvuwS/DwIAQOchyAeAt1X+uTIrHwZobZiffOPsSL6RPx8IiIhI/PjO9h4CAAAAdEp//tFb8ecfvZVR232D+oaCe2E+AHQOgvxW8Al2gPzTkiB+/wD/6dfaJ8zfP8BPvtTqYbS6Kv/nP6qOn/+oOiKE+QAAnYk5DYDsqVzX9DxCfVX5dQL8H303o+OpvAeArkGQ30oufAHyT6ZhfmMV+NkI8zPVWAV+e4T5e8P7vQH+voT5AACdhzkNgOzJNMzfG943WIGfYZjflLZehr9///6t6sPXAQBA0wT5AHQ52VpCvylNVeVnuoR+rsL8hsJ7AAAAoGmNhfnJ7+65tUZRLImiWJJx+2wvw59IJKJ///6t7sPXAQBAZgT5WeAT7AD5p76gvrkBflstsZ9pgJ9t9YX5jVXfN0RVPgBA52FOAyC79g/z9w/wk699uulO9qvK3z/Ab26Y39qQPF/6AICupnt7D6CzKCsri6qqqvYeBgD7yEbV/dOvVcZ7Dxzdqj7eKjs7eq1s3TiSL0UkSlrXR8TbYf4bd7S6n8SP74zk2f/egsc9kHY/efa/tXosAAC0jjkNgOyqXFcZZVUNzyUkX/t0JA5sojz/R9+NonP6Nri7KJbEG3FeS4eYJpFIRDKZrLt9xnOt7uO6xC2tH0fi0bT7yeQHM+4TADoyQT4ANKE1Yf7eqv6yaN2HASJaH+ZXHrJnLKPf+E2rxxLRvDB//wB/3+3CfAAAALqahsL85Mx3Kvb7NVF532iY/723r/0vOS6j8ewbojcnwG+oj+YE+A2OY78A/502jwrzAegSBPlZ5BPsAETUvyR/1TGVUfbb9gnz9wb4qfvvPi5GP5edML8pDQX4+7cR5gMAtC9zGgDZVVXWeFV+xNvL7P9Hw/u3Dz8v+j3fzDD/e/td73/vN5mH+Q0F+NP/HDH/8Iz6aCjAvzZujrlxTWbjaCDAB4Cuplt7D6Cz8d1yAJ1TfeF8fW0aa1d1TOuX+m+OykMq64T4qX3vzuwivimJH9/ZwPYHMgrxAQDIH+Y0ALKrqqyROYKyykb377V9eNPL5xfFkj2B/f4h/l4NbW+O6X9udRfXxs2tH8fbGgr7/z1xV+oGAB1dq4L8ioqKSCQSMX369NS2HTt2xBVXXBFDhgyJ3r17x4gRI+L2229vtJ+77747EolEnds//vGPVJthw4bV26a8vDzV5qKLLqqz/8QTT2zNUwSAlPpC+r3hfSZBf0R2wvzkS43vbyzAbwv7hvktDfCF/gAAAHRG+4f1+wf4VT9ueZj/xr13p25NaiDMPyP5zq1V/vj2rQmNhvn3X7/nlqF9w/z6wnthPgAdXYuX1l+zZk0sWrQoRo0albZ9xowZ8dhjj8XixYtj2LBhsXz58pg6dWqUlJTEmWee2WB//fr1i2eeeSZtW69evdKOV1NTk7r/+9//Pk499dQ4++yz0x5z+umnx113vfMf6J49e7bo+bWG5egAOq9MA/vGZGOZ/fqW2G9ueJ/NJfazEcRbYh8AoP2Z0wDIvqYq76t+XBllZzc+T7B9+HmRuPH0hht0nxWxu6LxgXzvN3HGxQ2v0HfGNw+Ph2Y0Unk//c8R3xmZvm2/8H7uH6+Ja0c0XnlfZ5n9/cP7+1dGnDu+0T72aiqs//fEXXFn8uKM+gKAfNOiivwdO3bE5MmT44477ogDDzwwbd+TTz4ZU6ZMifHjx8ewYcPisssui2OOOSYqKxv/YyWRSMTgwYPTbvs65JBD0vb94he/iMMPPzzGjRuX1q6wsDCt3UEHHdSSp9hqlqMDoK0lX3qn+r6lFfjZWmI/W1r6gYDE9w5LuwEA0HLmNAByr7HK/KofV2ZUuR/dZzW4q3JUTVSOqmlw/15nfPPwxhtM/e2en2uiwQr8uX+8pv4d+7g2bm68Av/+lU32kSmV+QB0VC0K8svLy2PSpEkxYcKEOvvGjh0bS5cujb/+9a+RTCbjscceiw0bNsRpp53WaJ87duyI0tLSGDJkSHz4wx+O3/ym4QrBXbt2xeLFi+OSSy6JRCKRtm/lypUxcODAOPLII+PSSy+NrVu3NtjPzp07Y/v27Wm3bHLhC0BDWrvEftUxlVlZpr+1Kt99XLt+GKCh4F6YDwDQOuY0AHJv/7B+/wC/8j1zmu5kvzB//wD/q1VNzyXUF+b/af7h8af5h0flbcc0PYZoOMz/TfKa1K1VXjtlzy1DwnwAOqJmB/lLliyJtWvXRkVF/cv0LFiwIN7znvfEkCFDomfPnnH66afHbbfdFmPHjm2wz6OOOiruvvvuWLp0afzwhz+MXr16xZgxY2Ljxo31tv/pT38ar7/+elx00UVp288444z4wQ9+EI8++mh84xvfiDVr1sQHP/jB2LlzZ739VFRURP/+/VO3oUOHZnYSmsGFLwANaW4Qvze8z3aA35Igfv8Av/Ldw7M2nkyq8lXeAwC0PXMaALm3N7xvqAI/0zC/sQr8TMP8veH9n+bXDfYrj296GHP/eE1acL9/eH/GOV9tvIP6qvL3C/C/+9olTQ8EADqoZgX5mzdvjmnTpsXixYvTvr9+XwsWLIinnnoqli5dGlVVVfGNb3wjpk6dGo888kiD/Z544onxqU99Ko455pj4l3/5l/jRj34URx55ZCxcuLDe9t/97nfjjDPOiJKS9C8HPvfcc2PSpEkxcuTI+MhHPhIPPfRQbNiwIX75y1/W28+sWbNi27ZtqdvmzZszPBMAkB2ZhPK5qL7PNMxvrAI/F2F+cwJ8QT8AAABdTeV75mQW9jfiq1WVGYX9fxrRyDh+eUtU/vKWJvvIKMzfG943UIGfaZifuPdfM2oHAPmie3MaV1VVxdatW9M+kV1TUxOrV6+OW2+9NbZt2xbXXnttPPjggzFp0qSIiBg1alSsW7cubrnllnqX4q9Pt27d4vjjj6+3Iv8vf/lLPPLII/GTn/ykyX6Ki4ujtLS0wcr+wsLCKCwszGhMrVFWVhZVVVVtfhwAOqaqYyqj7Lej62zLJ5kH/cNj9HPPZ+WYiR8/EMmz/23P7y0M5RPfOyySl2zKyngAALoicxoA+afyPXNi9B++VGdbc3y1qjKuLxtdZ9u+dlRWxrtGp7fZ359GRBz1x33GsV94/9Vv3BLXf+7zjfZxxjlfjYd+dH3atm3npgf8/V9rtItGffeed5bVT9z7r5G8cHXLOwOAHGpWkH/KKafE+vXr07ZdfPHFcdRRR8XMmTOjpqYmqquro1u39EL/goKCqK2tzfg4yWQy1q1bF0cffXSdfXfddVcMHDgw9UGBxrzyyiuxefPmKC4uzvjYbcWFLwCNyYfgvvLdx8Xo535TZ1vz+8limK+qHgCg3ZnTAMg/ra26j8hsif1Mw/wdtzRcfZ9pmL8k0fD+bQc2HuZ/97VL4tMHfi992z4B/r6E+QB0FM0K8ouKimLkyJFp2/r27RsDBgxIbR83blxcc8010bt37ygtLY1Vq1bFvffeG/PmzUs95sILL4xDDz00KioqIiLixhtvjBNPPDGOOOKI2L59eyxYsCDWrVsX//mf/5l2rNra2rjrrrtiypQp0b17+tB37NgRs2fPjk984hNRXFwcL7zwQlx77bVx8MEHx8c//vHmPM0248IXgHzXkuA+37W0Kj/x8/QZhORHktkaEgAAAHQKOyrf/jDAypUt7uOdDxQ0/oGBTML8WPovGR1TmA9AR9Ct6SbNs2TJkjj++ONj8uTJ8Z73vCf+4z/+I2666aa4/PLLU202bdoUL7/8cur+66+/HpdddlmMGDEiJk6cGH/9619j9erV8f73vz+t70ceeSQ2bdoUl1xS9ztvCgoKYv369XHmmWfGkUceGVOmTIkjjzwynnzyySgqKsr202yxfb+WAAA6q8p3D2/141vbx76aU9mf+HmiToi/dzsAQFdlPgOg60qF9fv4+6pV6dvHj2+0j69+o27F/lerKtNWBdhYz3H2t+3Autsqh74rdQOAziSRTCaVl71t+/bt0b9//9i2bVv069evTY+lMh+ArqA5S+w3FNyP/m12VtZpqio/06BeZT6dVS7/FgYg+3L173im8xm1tbXx0ksvRUlJSZ2vYKRz8pp3PV7zrqnJ172pyvwmAv+IiCOaWMo/ImLjuxoO7Uf/Z4arDfYuj+TZ52bWtgurrq6OZcuWxYc+9KHo0aNHew+HHOlor7s5DTorf2EBAG0mk6r6pqrvK495MCtjaagqv6EKfAAAACBLxo/PKMRvysbKyiYr9yvLf9N4J73L99wiIvHj+5t1/EQiUecGAG1FkN9OLEkHQFdRX0i/N7zP5vL5mdg3zG9pgC/0BwC6MvMZADRq/7C+BQF+fUF9nQC/icr/esP8fQL85mgqtBfmA9BWBPntyMUvAF3FvsF9S8L7bFXlR2SnAl+YDwAdX0VFRSQSiZg+fXpq244dO+KKK66IIUOGRO/evWPEiBFx++23N9rP3XffXW913j/+8Y9Um2HDhtXbprz8nTDhoosuqrP/xBNPzPrzzgbzGQA0am9434oK/L3BfaMV+JmE+XvD+0YC/Iaq8hMHPxeJg5/LaLyNhfyq9wFoqe7tPQAAgExUHvNgjP7tx9t7GCmJnyci+ZFkew8DAGiBNWvWxKJFi2LUqFFp22fMmBGPPfZYLF68OIYNGxbLly+PqVOnRklJSZx55pkN9tevX7945pln0rb16tUr7Xg1NTWp+7///e/j1FNPjbPPPjvtMaeffnrcddddqfs9e/Zs0fPLhbKysqiqqmrvYQBA/faG/M89m1HzxI/vj+TZ5+75PcPwvk4fiUQkk8nU7021AYCmCPLbmQtfAMhca8L8yrtKIyJi9Bc2Z3NIAEAHs2PHjpg8eXLccccdMWfOnLR9Tz75ZEyZMiXGv11BeNlll8V3vvOdqKysbDTITyQSMXjw4Ab3H3LIIWn3/+M//iMOP/zwGDduXNr2wsLCRvvZ186dO2Pnzp2p+9u3b4+IiOrq6qiurs6oj9YaNWpUrFu3rt59tbW1aT/p/LzmXY/XvGvKu9f90UcjJk165/4vf7nn59vj+99h745xL2QWzPcZsjEiInr32m/HoRsiXj0msz769NnTR+/eDbbJ1X+ns2XveDvauGmdjva6d5RxQnMJ8vOAMB8A2sbe8D5t29fHxugvPJ6V/lXlA0DHU15eHpMmTYoJEybUCfLHjh0bS5cujUsuuSRKSkpi5cqVsWHDhvjWt77VaJ87duyI0tLSqKmpiWOPPTa++tWvxnHHHVdv2127dsXixYvj6quvrlOtt3Llyhg4cGAccMABMW7cuLjpppti4MCB9fZTUVERN954Y53ty5cvT4UI+WDLli3tPQRyzGve9XjNu6a8et3vuOOd3196qc7uH/bcP5lvwH/+oZGdP2zemBqxbNmyrPWVSytWrGjvIdAOOsrr/uabb7b3EKBNJJLWcUnZvn179O/fP7Zt2xb9+vXL+fGF+QCQmaaq8usL8Ov0kaUwPyKE+XQK7f23MEAuLFmyJG666aZYs2ZN9OrVK8aPHx/HHntszJ8/PyL2hOyXXnpp3HvvvdG9e/fo1q1b3HnnnXHBBRc02OdTTz0Vzz77bBx99NGxffv2+Na3vhXLli2L3/72t3HEEUfUaf+jH/0ozj///Ni0aVOUlJSktt9///3xrne9K0pLS+P555+P66+/Pnbv3h1VVVVRWFhYp5/6KvKHDh0af/vb33L+73h9Vfm1tbWxZcuWGDx4cHTr1i2n46F9eM27Hq9519RRX/fGqvL/dMrFERFx1KjfNt1RQ5X5tz+y5+dnJ2Q8pm3btkVERP/+/Rvd396qq6tjxYoVceqpp0aPHj3aezjkSEd73bdv3x4HH3ywOQ06HRX5AECHU98S+5mE9wBA17V58+aYNm1aLF++PO376/e1YMGCeOqpp2Lp0qVRWloaq1evjqlTp0ZxcXFMmFD/xPyJJ54YJ554Yur+mDFj4n3ve18sXLgwFixYUKf9d///9v4/vMryThD/3yeAITKBtvwwQWi0Di7uIEIDikILrYi11MvWfvy4lo5YHRm/gCPa2i7Y7ogVs9txqKZaR9GFcjEtdq4tI5/VVWAr0FacJdE41DrKtCpUZRm1EFMrpOF8/3A4csjv5CTn1+t1XeeS8zzPuc99cvskz/v9fu77PPRQXHTRRWlF/IiIyy+/PPXvCRMmxJQpU6KqqioeffTRuPTSS1u1U1pa2maBf9CgQf2ebJ06dWq7kxNKSkryqtBD7xnz4mPMi1O+jfvPPvanMeU3/5q27bcX/qe057t/dXqM+divO27oxF9GvHXaB8/X7Ejff99PI646t0t9OuGEEzrcn2vF02xcY5B9+TLu+dBH6AmF/BxiiX0A6Lq6szZELFnS89dncIn9+vr6qK6uzkhbAEDfqK+vj/3796f9zW5paYnt27fHPffcEwcPHoxly5bFhg0bYu6/f9fu0e+Av/POO9st5B+vpKQkpk6dGrt3726179VXX40tW7bET37yk07bqaysjKqqqjbbyUVyGgDkurqP/WlUjJvS4TG//c1pnRfzh/864m/3t79/zY4uF/M7kkgkoq0FlRNj01cXSO79WK/fC4DclD+3zBUJRQAA6D9135nRu9eProu60XUR4StyACDXnX/++bFr165oaGhIPaZMmRLz5s2LhoaGaGlpiebm5lazCwcMGBBHjhzp8vskk8loaGiIysrKVvtWr14do0aNSt0o0JG33nor9u7d22Y7uUpOA4BCl/zsaZH87GmdH9iRH/1/7z+6IJFIfPDvsb9pVcQ/uh2AwqSQn4MEvgDQRf/+fba90ZNi/rEF/GMp5gNA7iovL48JEyakPYYMGRLDhw+PCRMmxNChQ2PmzJlx8803x9atW+Pll1+ONWvWxNq1a+MLX/jgK32uvPLKWLp0aer58uXL44knnojf/OY30dDQENdcc000NDTEddddl/b+R44cidWrV8f8+fNj4MD0BRKbmpria1/7WuzYsSNeeeWV2Lp1a1x88cUxYsSItPfOB3IaAOSyfbtbx/LH++1vWhfqjy/gJ/93JzPuj19yP6J1Ab+rxfx2CvgAFD5L6wMA+e2uu3q1xH53tFW8BwAKx/r162Pp0qUxb968ePvtt6OqqipWrFiRVpTfs2dP2qz9AwcOxIIFC2Lfvn0xbNiwmDx5cmzfvj3OPvvstLa3bNkSe/bsiauvvrrV+w4YMCB27doVa9eujQMHDkRlZWV86lOfiocffjjKy8v77gMDQBHat7uuS0vsn7y443aS//vcSJzfRsH+qDU7Ikrf7LiRH/1/EVdc3PExXZAY+5s2l9hPJDalPU8m5/T6vQDoPwr5Ocp3ywFA/6n7zoyY8vWft7+/GwX8+vp6M9EAIE9s3bo17XlFRUWsXr26W6/57ne/G9/97nc7fa85c+a0+T23ERFlZWXxxBNPdNpGvqiuro6dO3dmuxsA0K6OivlHZ+2fHB0X+ztSV/f3ERExZfqFPW7jndfe/2/5OV07/thi/vEF/NQxiU2K+QB5xNL6OUwRAAC6qI+W2G9vCf3OuBkPACh2kyZNynYXAKBDxy+zv293Xdq2+hs6zwccv8R+Xd3fp4r4ERF1v+jCjXrHLbH/zmsfFPEjIt75p9ZL/bcnkdjUbhEfgPyjkA8AFIYMFfOPFu97u4x+T4v5LycSaY9sSfwikfYAAACAQnO0eH98Uf+orhbzjy/gH6urxfzjC/jH6k4xvzMK/QD5QyE/x5mVDwDd0Jti/l13ZeRmgJ5qr3Df38X89gr3ivkAAAAUo/aK+fU31KUevVE3rjLqxlV2elxHxfy6f/xd1P3j77r8nor5APlhYLY7QOeqq6st0QsAfaGPC/f19fWd3pTXlUL9y4lEnNrOd+pmikI9ANAXJk2aFP/8z/+c7W4AQK90Wqy/6qqINWva3V33iydiyvQL07cdV7x/8Y26+A+VUzp8m3f+6bQoP+fXH7RxXPG+rm54TJnyVsd9BSBvmJEPABSWrhTn+3H2fXs342V76fyjurN0vmI/AAAAtOOqqzrcXfeLJ1Kz79ubgf/iG53P7n/nn07rcAZ+Xd3wTtuIiEi8J8YHyHVm5OcJs/IBoBvuuitiyZLW27Lk2Jn5PS3eZ3pWfk+L8olfJCI5vW9XBwAACoucBgBFo62Z+Z0U+I/X3sz8rhT5u+QPH6wMkHgvEcnBYnyAXKWQn0cEvgDQDVks3LclE7PvM1HMN6seAMgGOQ0AikY3C/dt6W3Rvs0l9v9wYZvHKuYD5C6FfACAPNKTYn6mk+Y9nZWf+P5v0p4nF34sU10CAAAAjlFXNzym/Fnrmf1tOb6YnzhmMkJZWVn86Ec/ynj/AOhcSbY7QPccXZYXAKAj9fX1qUdf6M7M/sT3f9OqiH90OwBQPOQ0AKB/1T3f9Zn9iUQi9WjLsGHDMtUtALpIIT8PCXwBIP+8XZeh77KLjpfp76x4Xzc4c/3oTHsF/OOPAQCKh5wGAPSv7hTzO9NekR+AvmFpfQCAfvJ2XV18ZErXlrXrzLFL7Hd31n3d4LqY8l7v+9HeEvuK8wAAAJA76p6va3eZ/eSm9//b1RJ9IpGIZLLtZfgjIm0fAL1jRn6ecgc7ANCXS+d31bFL7HdlBn6bbSj8A0BRkdMAgP53/Mz85KYPivgREclHut5WR8vwm7UPkDkK+XlM4AsA+SeTS+z3RiaX2O9pAf/4NgCA4iGnAQD9r+75ulYF/GN1p5jfkfaK+ZMSZ6c9AOiYQn6eE/gCQP7pbTH/7bq6jNwQkMlifib0tJif+O8fTXsAAPlBTgMA8syPvvr+owuOLea3V7hXzAfomEJ+ARD4AkD+6UkhPlMF/GP1pphfN7guqzcDtFe4V8wHgPwhpwEA/av+5I7j+HZn5f/36z/4dxeL+WbeA/TOwGx3AACAjuXKcvwRbRf+6875XUz5pw9npP3E938TyYUf6/iYLhTqE//9o5G8ek9G+gQAAACFpP7kuqh+bUq7+5OPRCTePVqsH9D2QT/6asQVf9vrvkxKnB0Nyf/Tavvxy/Mnk8levxdAvjEjv0C4gx0A8k9nBfq+mIHflq7Mqu9s9n3dOb/LWH/aW2Lf0vkAUJjkNAAgd9SfXNfprP1OvfDvjy46dtZ+IpFoVcQ/uh2g2CjkFxCBLwDkn7YK9f1VwD9WmzPt/71439Xl8/uqmN/TAr6iPwDkDzkNAOhfxxfrjy/g1427ovNGjl9i/7gC/nMv7Oxyf9or4AMUM0vrF5jq6uqor6/PdjcAgG7IlaXzM/F99xldZj8DhXhL7ANA/pDTAID+1dnM+7pxV8Qndv+440Z+9NWISe0vsf/cCzvjrDOm9qR7rSQSiTaX2E/8/ZbUv5PzZve47VQblvEHcoQZ+QXIXewAAB/o0Wz+f0mkPQCA/iGnAQD5o27cFV2aud/RzPyNsTM2Rvdm7qf+/fdb0or4R7d1R1srAVgZAMgVCvkFSuALAGRLb5fYrzvndxldpr+rOircK+YDQP+R0wCA3LHttP+n1bbjC/h1v+98hb/ji/nHF/Bf7Uaf2irgd1dnS/kr5gO5wNL6AABkXHeX2G+rcF931oaY8twXMtKfjpbY72qRPvEviUiOt7weAAAAxWfbaf9PlJS0Pze07vd1MWXIlA7beO6FnfHqGe3vfzUiqnrYv2Ml/n5Lm0vsJ9Z03L9Wx7e3lL9l+IF+YkZ+AXMHOwCQTV2ZVd/Z7Pu6szZkrD/HLrHf02XzzcwHgP4hpwEAhaXu93VdmrnfYRt1dVFX17U2jp2xn1gzpdtF/NRrj13K3zL8QD9TyC9wAl8AIJvanGn/78X7bC6f39s2AIC+J6cBAPmlrUL98QX8f+ukEN/WEvvHF/DrxndtBcAOC/iru36d0dky/AB9xdL6AAD0qd4W7DO5xD4AAADQd7oy6/7f6upi5JT2Z8i/Gp0X/OvGfzim/EsvJwisro74Sn3v2oiuLcEfYRl+oPvMyC8C7mAHAPJdb5fYrztrQ2aX6TcrHwD6hZwGABSXf6ur67SI35m68R/u8qz9DtuZMCHqJkzo0rGdLcF//DEAXaGQXyQEvgBAvutJIf74An5vv4/vWIr5ANA/5DQAoPAcX6zvSQH/+GL98QX8ujPv77yRNpbYP76A351ivmI9kEmW1i8i1dXVUV/f+2ViAAByXUdF/7rf18WUIe0v4dcdiX9JRHK8pfEAAACgu3o78z6idTG/1f4z748pu/6y40ZWV0fd3x7quJ0JE2LKL3/Z3e61Yhl+oDvMyAcAIG90Niu/q0vom5kPAPnFrHwAoKc6mplfd+b9XZu534H3Xnr/0VWW4Qe6SiG/yAh8AYB811ahvqsFfAAgf8lpAAA9dXyxvlUBf82azts4bon94wv43S3mK9YDnbG0fhGyxD4AkO8yUbTP5BL79fX1igsA0A/kNACAnup05v2aNRFXXdVxGxMmxISftL/E/nsvRQw+vft9a0t7y/ADxcOM/CIl0QwA0Psl9ut+X5dqQ1EBAPqHnAYA0Gfam5m/Zs0Hj050ODP/x3/z/qOLzNqH4mZGPgAARa0nM/PbuwHAzHwAAADIc50U63/ZWBcThnacR2g1M//44v2P/ybi/725Z/0DioYZ+UVMkhkAoHuOnYEPAGSPnAYAkE2/bOw8N/DeS9HxDPwuzsxP/OjxbvQMKCQK+UVO4AsA0PkS+90p4FtiHwD6h5wGAJBN7RXzd5/+waNXfvi/3n+EYj4UK4V8BL4AANF2Mb+nM/AV8wEAAKDw/bKxLq1wf3zxfldny+e3NSv/mAL+sRTzofgMzHYHAAAgV2Ry2fz6+no3TAJAH6uurnYDHQCQ03b9vzfHmR0to//jv4n444QutZX40eORvOIzqeePRCJt/yWR7FEfgdxkRj4RYVY+AAAAkJ/kNACAbDpU1/mkgLZm5td97FOpR3c8EonUo619QOFQyCdF4AsAkFlmCAIAAEDh62oxv73ifd3pIzPWF8V8KBwK+aRRzAcAyCzFfADoe/IZAEAuO1RX12mxv7Nift3pI7tc8G+rmJ/40f8v7QHkPoV8AAAAAPKeYj4AkE1tFeq7UsA/VluF+uML+GPqu9beI5HosHCvmA+5TyGfVgS+AACZZVY+AAAAFL6jhfvuFvCPdbRw39EM/K4W8zvTXjF/WPOw1H8TzZbqh2xRyKdNivkAAJmlmA8AfU8+AwDg/UJ/V4v9xxbzE82JNgv3ivmQHQr5tEvwCwAAAOQb+QwAoBi0Vag/voBfd/pfdKmt9gr4QHYp5AMAQD8xKx8A+odiPgBQDI4W7juagd/VYn5nFPqh/ynk0yGBLwBAZinmA0D/kNMAAOhY3el/0a1Cv2I+9C+FfDol8AUAAADykZwGAEDrWfnHF/Dr/rnt2fxAdinkAwBAPzMrHwD6j2I+AMAHxfv2ZuB3tZgvpwH9p1eF/JqamkgkErFkyZLUtqampli8eHGMGTMmysrK4owzzoj77ruvw3bWrFkTiUSi1eO9995LHXPrrbe22l9RUZHWTjKZjFtvvTVGjx4dZWVlMWvWrHj++ed78xH5d4JeAIDMEvgCQP+R1wAA6J26f65LFfvlNKB/9LiQv3PnznjggQdi4sSJadtvvPHGePzxx2PdunXxwgsvxI033hjXX399PPLIIx22N3To0HjjjTfSHoMHD0475s/+7M/S9u/atStt/3e+851YuXJl3HPPPbFz586oqKiICy64IN55552efkyOIegFAAAAAAAoTG3Nyj+2gA/0rx4V8puammLevHmxatWq+PCHP5y2b8eOHTF//vyYNWtWnHLKKbFgwYI466yzoq6u45P86Az7Yx/HGzhwYNr+kSNHpvYlk8m466674pZbbolLL700JkyYED/4wQ/i3XffjR/+8IdtvuehQ4eisbEx7UHHFPMBADLHHewA0H/kNAAAOlf3z3Wx7fltERGp/7ZFTgP6Xo8K+YsWLYq5c+fG7NmzW+2bMWNGbNy4MV577bVIJpPx5JNPxksvvRQXXnhhh202NTVFVVVVjBkzJj73uc/Fs88+2+qY3bt3x+jRo+PUU0+N//Sf/lP85je/Se17+eWXY9++fTFnzpzUttLS0pg5c2Y89dRTbb5nTU1NDBs2LPUYO3ZsV38EAACQEQJfAOg/ivkAAJkjpwF9q9uF/PXr18czzzwTNTU1be6vra2N//gf/2OMGTMmTjjhhPjMZz4T3//+92PGjBnttjl+/PhYs2ZNbNy4MX70ox/F4MGDY/r06bF79+7UMeecc06sXbs2nnjiiVi1alXs27cvzjvvvHjrrbciImLfvn0REXHSSSeltX3SSSel9h1v6dKlcfDgwdRj79693fpZFCtBLwAAAAAAAEDf6VYhf+/evXHDDTfEunXrWn1//VG1tbXx9NNPx8aNG6O+vj7+9m//NhYuXBhbtmxpt91p06bFl7/85TjrrLPiE5/4RPz4xz+O008/Pb73ve+ljrnooovii1/8Ypx55pkxe/bsePTRRyMi4gc/+EFaW4lEIu15Mplste2o0tLSGDp0aNqDrlHMBwDIHHewA0D/kdMAAMgcOQ3oO90q5NfX18f+/fujuro6Bg4cGAMHDoxt27ZFbW1tDBw4MH7/+9/HsmXLYuXKlXHxxRfHxIkTY/HixXH55ZfHnXfe2fVOlZTE1KlT02bkH2/IkCFx5plnpo6pqKiIiGg1+37//v2tZumTGQJfAIDMEfgCQP+R0wAAyBw5Degb3Srkn3/++bFr165oaGhI1CAGaAAARutJREFUPaZMmRLz5s2LhoaGaGlpiebm5igpSW92wIABceTIkS6/TzKZjIaGhqisrGz3mEOHDsULL7yQOubUU0+NioqK2Lx5c+qYw4cPx7Zt2+K8887rzscEAICsEPgCAAAA+UhOAzJvYHcOLi8vjwkTJqRtGzJkSAwfPjy1febMmXHzzTdHWVlZVFVVxbZt22Lt2rWxcuXK1GuuvPLKOPnkk6OmpiYiIpYvXx7Tpk2LcePGRWNjY9TW1kZDQ0Pce++9qdd87Wtfi4svvjg++tGPxv79++P222+PxsbGmD9/fkS8v6T+kiVL4o477ohx48bFuHHj4o477ogTTzwxvvSlL/Xsp0Onqqur/XIGAMig+vp6swQBoB/IaQAAZJacBmRWtwr5XbF+/fpYunRpzJs3L95+++2oqqqKFStWxHXXXZc6Zs+ePWmz9g8cOBALFiyIffv2xbBhw2Ly5Mmxffv2OPvss1PH/Pa3v40rrrgi3nzzzRg5cmRMmzYtnn766aiqqkod8/Wvfz3+8Ic/xMKFC+N3v/tdnHPOObFp06YoLy/P9MfkGAJfAIDMEvgCQP+Q0wAAAHJVIplMJrPdiVzR2NgYw4YNi4MHD8bQoUOz3Z28IugFAMis/i7kuxYGyG+59nu8ubk5HnvssfjsZz8bgwYNynZ3OiSnkRlHjhyJ119/PUaPHt3qazcpTMa8OBn34mPMi1Nvx11OAzLDb10ywowxAIDMUlQAgP4hpwEAkFlyGpAZCvlkjMAXACCzBL4AfaempiYSiUQsWbIkta2pqSkWL14cY8aMibKysjjjjDPivvvu67CdNWvWRCKRaPV47733UsfceuutrfZXVFSktZNMJuPWW2+N0aNHR1lZWcyaNSuef/75jH5m2ienAQCQWXIa0HsK+WSUwBcAILMEvgCZt3PnznjggQdi4sSJadtvvPHGePzxx2PdunXxwgsvxI033hjXX399PPLIIx22N3To0HjjjTfSHoMHD0475s/+7M/S9u/atStt/3e+851YuXJl3HPPPbFz586oqKiICy64IN55553MfGgAAOhnchrQOwr5AACQ4wS+AJnT1NQU8+bNi1WrVsWHP/zhtH07duyI+fPnx6xZs+KUU06JBQsWxFlnnRV1dXUdtnl0hv2xj+MNHDgwbf/IkSNT+5LJZNx1111xyy23xKWXXhoTJkyIH/zgB/Huu+/GD3/4w8x8cDplcgIAQObJaUDPDcx2Byg81dXVfjEDAACQkxYtWhRz586N2bNnx+233562b8aMGbFx48a4+uqrY/To0bF169Z46aWX4u677+6wzaampqiqqoqWlpaYNGlSfPvb347JkyenHbN79+4YPXp0lJaWxjnnnBN33HFHfOxjH4uIiJdffjn27dsXc+bMSR1fWloaM2fOjKeeeir+8i//stV7Hjp0KA4dOpR63tjYGBERzc3N0dzc3L0fSh842odc6Et3TJw4MRoaGrLdjbx05MiRtP9S+Ix5cTLuxceYF6dMj3tfXxPm2zUndJVCPn1CMR8AILPq6+vNFATopfXr18czzzwTO3fubHN/bW1tXHvttTFmzJgYOHBglJSUxIMPPhgzZsxot83x48fHmjVr4swzz4zGxsa4++67Y/r06fHcc8/FuHHjIiLinHPOibVr18bpp58e//f//t+4/fbb47zzzovnn38+hg8fHvv27YuIiJNOOimt7ZNOOileffXVNt+3pqYmli9f3mr7pk2b4sQTT+zSz6M/bN68OdtdoJ8d/f+Z4mHMi5NxLz7GvDhlatxff/31jLTTnnfffbdP24dsUcinzyjmAwBklmI+QM/t3bs3brjhhti0aVOr768/qra2Np5++unYuHFjVFVVxfbt22PhwoVRWVkZs2fPbvM106ZNi2nTpqWeT58+PT7+8Y/H9773vaitrY2IiIsuuii1/8wzz4xzzz03TjvttPjBD34QN910U2pfIpFIazuZTLbadtTSpUvTXtvY2Bhjx46NOXPmxNChQzv5afS95ubm2Lx5c1xwwQUxaNCgbHenR8zM754jR47Evn37oqKiIkpKfJtnMTDmxcm4Fx9jXpz6atwnTZqUsbaOdXR1Kig0CvkAAJBHFPMBeqa+vj7279+f9ju0paUltm/fHvfcc08cPHgwli1bFhs2bIi5c+dGxAfLrN95553tFvKPV1JSElOnTo3du3e3e8yQIUPizDPPTB1TUVEREe/PeKqsrEwdt3///laz9I8qLS2N0tLSVtsHDRqUU4XzXOtPdyhW9ExJSYmfXZEx5sXJuBcfY16cMj3ufXVdmK/Xm9AZv3XpU5LMAAAA5ILzzz8/du3aFQ0NDanHlClTYt68edHQ0BAtLS3R3NzcKlE5YMCAbn03aDKZjIaGhrSC/PEOHToUL7zwQuqYU089NSoqKtKWoT98+HBs27YtzjvvvG5+UjJFTgMAILOs4gzdY0Y+fc4S+wAAmWVWPkD3lZeXx4QJE9K2DRkyJIYPH57aPnPmzLj55pujrKwsqqqqYtu2bbF27dpYuXJl6jVXXnllnHzyyVFTUxMREcuXL49p06bFuHHjorGxMWpra6OhoSHuvffe1Gu+9rWvxcUXXxwf/ehHY//+/XH77bdHY2NjzJ8/PyLeX1J/yZIlcccdd8S4ceNi3Lhxcccdd8SJJ54YX/rSl/r6R0MH5DQAADJLTgO6TiGffiHwBQDILIEvQOatX78+li5dGvPmzYu33347qqqqYsWKFXHdddeljtmzZ0/arP0DBw7EggULYt++fTFs2LCYPHlybN++Pc4+++zUMb/97W/jiiuuiDfffDNGjhwZ06ZNi6effjqqqqpSx3z961+PP/zhD7Fw4cL43e9+F+ecc05s2rQpysvL++fDAwAAkFMSyWQyme1O5IrGxsYYNmxYHDx4MIYOHZrt7hQchXwAgMzLVDHftTBAfsu13+PNzc3x2GOPxWc/+9mC+M5SOY3OHTlyJF5//fUYPXq071AuEsa8OBn34mPMi1N/jHsmJyfk2rUwZIrfuvQbM8YAAACAfCSnAQCQWW6UhM4p5NOvBL4AAJkl8AUAAADykZwGdEwhn36nmA8AkFkCXwDoe/IZAACZJ6cB7VPIBwAAAIAuUMwHAAD6i0I+WSHwBQDILHewAwAAAPlITgPappBP1ijmAwBklsAXAPqefAYAQObJaUBrCvlkleAXAAAAyDfyGQAAQF9TyAcAgALiDnYA6B+K+QAAmSWnAekU8sk6gS8AQGYJfAGgf8hpAABklpwGfEAhn5wg8AUAAADykZwGAADQFxTyAQCgALmDHQD6j2I+AEDmyGnA+xTyyRmCXgCAzBL4AkD/kdcAAMgcOQ1QyCfHCHoBAAAAAACAYqeQT85RzAcAyBx3sANA/5HTAADIHDkNip1CPgAAFDiBLwD0H8V8AIDMkdOgmCnkk5MEvQAAAAAAAECxUsgnZynmAwBkjjvYAaD/yGkAAGSOnAbFSiGfnCbwBQDIHIEvAPQfOQ0AgMyR06AYKeQDAEAREfgCAAAA+UhOg2KjkE/Ocwc7AEBmCXwBoH/IaQAAZJacBsVEIZ+8IPAFAMgsgS8A9A85DQAAoCcU8gEAAAAAAIC8YHICxUIhn7zhDnYAgMwS+AJA/5DTAADILDkNioFCPnlF4AsAkFkCXwDoH3IaAACZJadBoVPIJ+8IfAEAMkvgCwAAAOQjOQ0KmUI+AAAQzz77bLa7AAAFz+QEAIDMk9OgUCnkk5cEvgAAAEA+ktMAAAC6QiGfvCXwBQAAAPKRnAYAANAZhXzymsAXAKD3qqurY/LkydnuBgAUFTkNAIDek9OgkA3MdgcAAIDsUEAAAAAA8pGcBsVAIZ+8V11dHfX19dnuBgBA3hDsAkBukNMAAOg6+QyKjaX1KQh+eQMAdK66utp1EwDkGH+bAQA6Jp9BsTIjn4LhLnYAgLYJdgEAAIB8I59BsVPIBwCAAiTYBYD8YXICAMAH5DTgfQr5FBSBLwBQ7AS7AJCf5DQAgGImnwGtKeRTcAS+AECxEewCAAAA+UQuAzpXku0OQF/wBwAAKAbV1dWuewCggPi7DgAUOrkM6Doz8gEAII8IdgGgsFlpEAAoRPIZ0H0K+RQsgS8AUCgEuwBQXOQ0AIBCIacBPWdpfQqaPxAAQD6z3BwAFC/XAABAPpPTgN5TyKfg+UMBAOQbwS4AECGnAQDkHzkNyBxL6wMAQI4Q6AIAAAD5Rj4D+oYZ+RQFf0QAgFzmbnUAoD2uEQCAXCWfAX1LIZ+i4Y8JAJBrBLwAQFe4XgAAcol8BvQPS+sDAEA/EugCAD1RXV0d9fX12e4GAFDE5DSgfynkU1QEvQBAtgh2AYDektcAAPqbfAZkj0I+RUfQCwD0F8EuAAAAkE+qq6ujubk5Xn/99Zg0aVK2uwNFrSTbHYBskFQHAPqS74oDAPqKawwAoC/IZUDu6VUhv6amJhKJRCxZsiS1rampKRYvXhxjxoyJsrKyOOOMM+K+++7rsJ01a9ZEIpFo9XjvvffS3mvq1KlRXl4eo0aNis9//vPx4osvprVz1VVXtWpj2rRpvfmIAADQJUcDXkEvANDXXG8AAJkilwG5q8dL6+/cuTMeeOCBmDhxYtr2G2+8MZ588slYt25dnHLKKbFp06ZYuHBhjB49Oi655JJ22xs6dGirwvzgwYNT/962bVssWrQopk6dGn/84x/jlltuiTlz5sSvfvWrGDJkSOq4z3zmM7F69erU8xNOOKGnH5ECZ4l9AKC3BLoAAABAPpLTgNzXo0J+U1NTzJs3L1atWhW333572r4dO3bE/PnzY9asWRERsWDBgrj//vujrq6uw0J+IpGIioqKdvc//vjjac9Xr14do0aNivr6+vjkJz+Z2l5aWtphO8c6dOhQHDp0KPW8sbGxS6+jcCjmAwA9IdgFALJNTgMA6Ak5DcgfPVpaf9GiRTF37tyYPXt2q30zZsyIjRs3xmuvvRbJZDKefPLJeOmll+LCCy/ssM2mpqaoqqqKMWPGxOc+97l49tlnOzz+4MGDERHxkY98JG371q1bY9SoUXH66afHtddeG/v372+3jZqamhg2bFjqMXbs2A7fk8LkjxYA0FWWmwMAconrEgCgq+Q0IP90e0b++vXr45lnnomdO3e2ub+2tjauvfbaGDNmTAwcODBKSkriwQcfjBkzZrTb5vjx42PNmjVx5plnRmNjY9x9990xffr0eO6552LcuHGtjk8mk3HTTTfFjBkzYsKECantF110UVx22WVRVVUVL7/8cnzrW9+KT3/601FfXx+lpaWt2lm6dGncdNNNqeeNjY2K+QAAtCLQBQAAAPKNfAbkt24V8vfu3Rs33HBDbNq0Ke37649VW1sbTz/9dGzcuDGqqqpi+/btsXDhwqisrGxzBn9ExLRp02LatGmp59OnT4+Pf/zj8b3vfS9qa2tbHb948eL453/+5/j5z3+etv3yyy9P/XvChAkxZcqUqKqqikcffTQuvfTSVu2Ulpa2WeCn+FiODgBoi4AXAMh1choAwPHkM6AwdKuQX19fH/v370/7BdDS0hLbt2+Pe+65Jw4ePBjLli2LDRs2xNy5cyMiYuLEidHQ0BB33nlnu4X845WUlMTUqVNj9+7drfZdf/31sXHjxti+fXuMGTOmw3YqKyujqqqqzXbgeAJfAOAoAS8AkE/kNACACPkMKDTdKuSff/75sWvXrrRtX/nKV2L8+PHxjW98I1paWqK5uTlKSkrSjhkwYEAcOXKky++TTCajoaEhzjzzzLRt119/fWzYsCG2bt0ap556aqftvPXWW7F3796orKzs8ntT3AS+AFC8BLsAAABAPpLTgMLUrUJ+eXl52nfSR0QMGTIkhg8fnto+c+bMuPnmm6OsrCyqqqpi27ZtsXbt2li5cmXqNVdeeWWcfPLJUVNTExERy5cvj2nTpsW4ceOisbExamtro6GhIe69997UaxYtWhQ//OEP45FHHony8vLYt29fREQMGzYsysrKoqmpKW699db44he/GJWVlfHKK6/EsmXLYsSIEfGFL3yhZz8dipJiPgAUF8EuAFAI5DMAoPjIaUBh61YhvyvWr18fS5cujXnz5sXbb78dVVVVsWLFirjuuutSx+zZsydt1v6BAwdiwYIFsW/fvhg2bFhMnjw5tm/fHmeffXbqmPvuuy8iImbNmpX2fqtXr46rrroqBgwYELt27Yq1a9fGgQMHorKyMj71qU/Fww8/HOXl5Zn+mAAA5DGBLgBQiBTzAaA4yGtAceh1IX/r1q1pzysqKmL16tXdes13v/vd+O53v9vha5LJZIf7y8rK4oknnujwGOgqgS8AFCaBLgAAAJCP5DSg+GR8Rj4UCsV8ACgMAl0AoJjIZwBA4ZDTgOJW0vkhULz8kQSA/FRdXZ16AEBbampqIpFIxJIlS1LbmpqaYvHixTFmzJgoKyuLM844I/VVf+1Zs2ZNJBKJVo/33nsv7b2mTp0a5eXlMWrUqPj85z8fL774Ylo7V111Vas2pk2bltHPTPFwDQQA+UtOAzjKjHzohDvZASB/CHIB6IqdO3fGAw88EBMnTkzbfuONN8aTTz4Z69ati1NOOSU2bdoUCxcujNGjR8cll1zSbntDhw5tVZgfPHhw6t/btm2LRYsWxdSpU+OPf/xj3HLLLTFnzpz41a9+FUOGDEkd95nPfCbt6wpPOOGE3n5Uiph8BgDkFzkN4HgK+dAFgl8AyG2CXQC6qqmpKebNmxerVq2K22+/PW3fjh07Yv78+TFr1qyIiFiwYEHcf//9UVdX12EhP5FIREVFRbv7H3/88bTnq1evjlGjRkV9fX188pOfTG0vLS3tsB3oLvkMAMh9chpAexTyAQDIW4JdALpr0aJFMXfu3Jg9e3arQv6MGTNi48aNcfXVV8fo0aNj69at8dJLL8Xdd9/dYZtNTU1RVVUVLS0tMWnSpPj2t78dkydPbvf4gwcPRkTERz7ykbTtW7dujVGjRsWHPvShmDlzZqxYsSJGjRrVZhuHDh2KQ4cOpZ43NjZGRERzc3M0Nzd32N/+cLQPudCXYnfkyJF+fZ/+ej+yz5gXJ+NefIx535g0aVLq37l4vZRv13L50k/oLoV86CJ3sQNA7lDAB6An1q9fH88880zs3Lmzzf21tbVx7bXXxpgxY2LgwIFRUlISDz74YMyYMaPdNsePHx9r1qyJM888MxobG+Puu++O6dOnx3PPPRfjxo1rdXwymYybbropZsyYERMmTEhtv+iii+Kyyy6LqqqqePnll+Nb3/pWfPrTn476+vooLS1t1U5NTU0sX7681fZNmzbFiSee2JUfR7/YvHlztrtAP9u3b1+2u0A/M+bFybgXH2OeWa+//nq2u9Al+XIt9+6772a7C9AnEslkMpntTuSKxsbGGDZsWBw8eDCGDh2a7e6QoxTzASB7FPD7jmthoNDt3bs3pkyZEps2bYqzzjorIiJmzZoVkyZNirvuuisiIu68885YtWpV3HnnnVFVVRXbt2+PpUuXxoYNG2L27Nldep8jR47Exz/+8fjkJz8ZtbW1rfYvWrQoHn300fj5z38eY8aMabedN954I6qqqmL9+vVx6aWXttrf1oz8sWPHxptvvpkTv8ebm5tj8+bNccEFF8SgQYOy3R0ioqGhoU/bP3LkSOzbty8qKiqipKSkT9+L3GDMi5NxLz7GPDOOnYGfD/LtWq6xsTFGjBghp0HBMSMfAICcpngPQCbU19fH/v370/6utLS0xPbt2+Oee+6JgwcPxrJly2LDhg0xd+7ciIiYOHFiNDQ0xJ133tnlQn5JSUlMnTo1du/e3Wrf9ddfHxs3bozt27d3WMSPiKisrIyqqqo224mIKC0tbXOm/qBBg3Iq2Zpr/SlmU6dO7ZfJCSUlJQo9RcaYFyfjXnyMec/ke04jX67l8qGP0BMK+dBNltgHgP6R78EuALnl/PPPj127dqVt+8pXvhLjx4+Pb3zjG9HS0hLNzc2tEtQDBgzo1nfCJpPJaGhoiDPPPDNt2/XXXx8bNmyIrVu3xqmnntppO2+99Vbs3bs3Kisru/ze0Bk5DQDoH3IaQCYo5EMPCHwBoG8IdAHoK+Xl5WnfSR8RMWTIkBg+fHhq+8yZM+Pmm2+OsrKyqKqqim3btsXatWtj5cqVqddceeWVcfLJJ0dNTU1ERCxfvjymTZsW48aNi8bGxqitrY2Ghoa49957U69ZtGhR/PCHP4xHHnkkysvLU98xO2zYsCgrK4umpqa49dZb44tf/GJUVlbGK6+8EsuWLYsRI0bEF77whb7+0VBk5DQAoO/IawCZpJAPAEDWCXQByAXr16+PpUuXxrx58+Ltt9+OqqqqWLFiRVx33XWpY/bs2ZM2a//AgQOxYMGC2LdvXwwbNiwmT54c27dvj7PPPjt1zH333RcREbNmzUp7v9WrV8dVV10VAwYMiF27dsXatWvjwIEDUVlZGZ/61Kfi4YcfjvLy8r790AAA9IqcBtBXFPKhh9zBDgC9I9AFINu2bt2a9ryioiJWr17drdd897vfje9+97sdviaZTHa4v6ysLJ544okOj4FMktMAgN6R0wD6g0I+9ILAFwC6R6ALAJAb5DQAoHvkNID+ppAPAECfE+wCAAAA+UhOA8iWks4PATrijzgAtK+6utrfSgCAHOU6DQDaJ6cBZJsZ+ZABlqMDgHQCXQCA/CCnAQAfkM8AcolCPgAAGSPgBQAAAPKNfAaQiyytDxniDz0AxcxycwAA+ct1HADFSj4DyGVm5EMGWY4OgGIi0AUAKBxyGgAUEzkNIB8o5AMA0C2CXQCAwqSYD0Chk9MA8olCPmSYoBeAQiTQBQAoDvIaABQieQ0gHynkQx8Q9AJQKAS6AAAAQD6S0wDynUI+9BHFfADylUAXAKC4yWkAkK/kNIBCopAPAIBAFwCANIr5AOQLOQ2gUCnkQx8S9AKQ6wS7AAAAQD6S0wAKXUm2OwCFzsUEALmourra3ygAADrkehGAXCSnARQLM/KhH5iZD0CuEOgCANAdchoA5AL5DKAYKeQDABQBAS8AAACQb+QzgGJmaX3oJy44AMgGy80BANBbricB6G/yGQBm5EO/shwdAP1BoAsAQKbJaQDQH+Q0AD6gkA/9TOALQF8R7AIAAAD5SE4DoDVL60MWuCgBIJMsNwcAQH9wzQlApslpALTPjHwAgDwl0AUAoL9ZaRCA3pLPAOgaM/IhS1ysANBT7lYHACCbXIsC0BPyGQDdo5APWeSiBYDuEPACAJArXJcC0FXyGQA9Y2l9yDJL0gHQEYEuAAC5Sk4DgI7IaQD0jkI+5ACBLwDHE+wCAJAP5DQAOJZ8BkDmKORDjhD4AiDYBQAgH1VXV8fOnTuz3Q0AskAuA6DvKOQDAGSZoBcAAADIJ3IZAH1PIR9yiFn5AMVDwAsAQCGZNGlSvP7669nuBgB9TD4DoP8o5EOOUcwHKFyCXQAAACAfTZo0KQYNGpTtbgAUFYV8AIA+poAPAAAA5CMrrgBkT0m2OwC0puADUBiqq6v9TgcAoKhMmjQp210AIAPkNACyz4x8yFGW2AfIXwJdAACKmZwGQH6SzwDILQr5AAAZIuAFAAAA8o18BkBusrQ+5DAXUAD5wXJzAACQzvUxQO6TzwDIbWbkQ46zHB1AbhLoAgBAx+Q0AHKTnAZAflDIBwDoBsEuAAAAkG/kMwDyj0I+5AF3sANkl2AXAAB6Rk4DIDvkMgDyX0m2OwB0jQsvgP7nu+IAAKD3XFMD9B+5DIDCYUY+AMAxBLsAAABAvpHPACg8CvmQRyxHB9A3BLsAANC35DQA+oacBkDhsrQ+5BkXZgCZY7k5AADoP669ATJHTgOg8JmRDwAUHYEuAABkh5n5AL0jpwFQPBTyIQ8JegF6RrALAADZJ68B0D3yGQDFSSEf8pSgF6DrBLwAAABAvpHPAChuJdnuANBzLuQAOub74gAAIDe5Tgdon3wGABFm5AMABUagCwAA+cFqgwDp5DQAOJZCPuQ5QS/A+wS7AAAAQD6S0wCgLQr5UAAU84FiJdAFAID8JqcBFDN5DQA6UtKbF9fU1EQikYglS5aktjU1NcXixYtjzJgxUVZWFmeccUbcd999HbazZs2aSCQSrR7vvfde2nHf//7349RTT43BgwdHdXV1/OxnP0vbn0wm49Zbb43Ro0dHWVlZzJo1K55//vnefETIGy76gGLiu+IAAKBwuLYHisnRnIbffQB0pscz8nfu3BkPPPBATJw4MW37jTfeGE8++WSsW7cuTjnllNi0aVMsXLgwRo8eHZdcckm77Q0dOjRefPHFtG2DBw9O/fvhhx+OJUuWxPe///2YPn163H///XHRRRfFr371q/joRz8aERHf+c53YuXKlbFmzZo4/fTT4/bbb48LLrggXnzxxSgvL+/pRwUAcoAAFwAAAMhHchoA9ESPZuQ3NTXFvHnzYtWqVfHhD384bd+OHTti/vz5MWvWrDjllFNiwYIFcdZZZ0VdXV2HbSYSiaioqEh7HGvlypVxzTXXxF/8xV/EGWecEXfddVeMHTs2Nds/mUzGXXfdFbfccktceumlMWHChPjBD34Q7777bvzwhz/syceEvOOCECg07lIHAIDi4JofKDRyGgD0Vo8K+YsWLYq5c+fG7NmzW+2bMWNGbNy4MV577bVIJpPx5JNPxksvvRQXXnhhh202NTVFVVVVjBkzJj73uc/Fs88+m9p3+PDhqK+vjzlz5qS9Zs6cOfHUU09FRMTLL78c+/btSzumtLQ0Zs6cmTrmeIcOHYrGxsa0B+Q7F4ZAIRDoAgBA8REDAIVATgOATOn20vrr16+PZ555Jnbu3Nnm/tra2rj22mtjzJgxMXDgwCgpKYkHH3wwZsyY0W6b48ePjzVr1sSZZ54ZjY2Ncffdd8f06dPjueeei3HjxsWbb74ZLS0tcdJJJ6W97qSTTop9+/ZFRKT+29Yxr776apvvW1NTE8uXL+/yZ4d8UV1dHfX19dnuBkC3CXQBAACAfCSnAUCmdauQv3fv3rjhhhti06ZNad9ff6za2tp4+umnY+PGjVFVVRXbt2+PhQsXRmVlZZsz+CMipk2bFtOmTUs9nz59enz84x+P733ve1FbW5vankgk0l6XTCZbbevKMUctXbo0brrpptTzxsbGGDt2bJvHQr5RzAfyiWAXAACIkM8A8ot8BgB9qVuF/Pr6+ti/f3/aH6eWlpbYvn173HPPPXHw4MFYtmxZbNiwIebOnRsRERMnToyGhoa488472y3kH6+kpCSmTp0au3fvjoiIESNGxIABA1Kz7o/av39/agZ+RUVFRLw/M7+ysrLNY45XWloapaWlXfz0AECmCXgBAIDjKeYDuU4+A4D+UNKdg88///zYtWtXNDQ0pB5TpkyJefPmRUNDQ7S0tERzc3OUlKQ3O2DAgDhy5EiX3yeZTEZDQ0OqIH/CCSdEdXV1bN68Oe24zZs3x3nnnRcREaeeempUVFSkHXP48OHYtm1b6hgoNi4ogVzl++IAAICOiBeAXCSfAUB/6taM/PLy8pgwYULatiFDhsTw4cNT22fOnBk333xzlJWVRVVVVWzbti3Wrl0bK1euTL3myiuvjJNPPjlqamoiImL58uUxbdq0GDduXDQ2NkZtbW00NDTEvffem3rNTTfdFH/+538eU6ZMiXPPPTceeOCB2LNnT1x33XUR8f6S+kuWLIk77rgjxo0bF+PGjYs77rgjTjzxxPjSl77Us58OFAB3sQO5QqALAAB0h5wGkCvkNADIhm4V8rti/fr1sXTp0pg3b168/fbbUVVVFStWrEgV3CMi9uzZkzZr/8CBA7FgwYLYt29fDBs2LCZPnhzbt2+Ps88+O3XM5ZdfHm+99Vbcdttt8cYbb8SECRPisccei6qqqtQxX//61+MPf/hDLFy4MH73u9/FOeecE5s2bYry8vJMf0zIKwJfIJsEuwAAQE/JaQDZJKcBQDYlkslkMtudyBWNjY0xbNiwOHjwYAwdOjTb3YGME/gC/UWgC/nHtTBAfsu13+PNzc3x2GOPxWc/+9kYNGhQtrtDP+jrMZfTyD1HjhyJ119/PUaPHt3qq1YpXMUy7vIaH/A3vTjl27jn2rUwZErGZ+QDuctd7EBfE+gCAAB9QU4D6GtyGgDkGoV8AKBXBLoAAABAPpLTACCXFe7aN0CbXJwCmVBdXZ16AADko5qamkgkErFkyZLUtqampli8eHGMGTMmysrK4owzzoj77ruvw3bWrFkTiUSi1eO9995LO+773/9+nHrqqTF48OCorq6On/3sZ2n7k8lk3HrrrTF69OgoKyuLWbNmxfPPP5+xzwuFQPwBZIKcBgD5QiEfipCLVKCnBLoAQCHYuXNnPPDAAzFx4sS07TfeeGM8/vjjsW7dunjhhRfixhtvjOuvvz4eeeSRDtsbOnRovPHGG2mPwYMHp/Y//PDDsWTJkrjlllvi2WefjU984hNx0UUXxZ49e1LHfOc734mVK1fGPffcEzt37oyKioq44IIL4p133snsh4c8Jx4BekpOA4B8Y2l9AKBTAl0AoFA0NTXFvHnzYtWqVXH77ben7duxY0fMnz8/Zs2aFRERCxYsiPvvvz/q6urikksuabfNRCIRFRUV7e5fuXJlXHPNNfEXf/EXERFx1113xRNPPBH33Xdf1NTURDKZjLvuuituueWWuPTSSyMi4gc/+EGcdNJJ8cMf/jD+8i//slWbhw4dikOHDqWeNzY2RkREc3NzNDc3d+2H0YeO9iEX+kL/6M8xP3LkSJ+/B507Og7Go7jk47hPmjQpIvxN6il/04tTvo17vvQTukshH4pUdXV11NfXZ7sbQI5TwAcACs2iRYti7ty5MXv27FaF/BkzZsTGjRvj6quvjtGjR8fWrVvjpZdeirvvvrvDNpuamqKqqipaWlpi0qRJ8e1vfzsmT54cERGHDx+O+vr6+M//+T+nvWbOnDnx1FNPRUTEyy+/HPv27Ys5c+ak9peWlsbMmTPjqaeearOQX1NTE8uXL2+1fdOmTXHiiSd27YfRDzZv3pztLtDPjHnx2bdvX7a7QBbk07i//vrr2e5CQfD7vTjly7i/++672e4C9AmFfChiivlAexTwAYBCtH79+njmmWdi586dbe6vra2Na6+9NsaMGRMDBw6MkpKSePDBB2PGjBnttjl+/PhYs2ZNnHnmmdHY2Bh33313TJ8+PZ577rkYN25cvPnmm9HS0hInnXRS2utOOumkVBHk6H/bOubVV19t832XLl0aN910U+p5Y2NjjB07NubMmRNDhw7t/IfRx5qbm2Pz5s1xwQUXxKBBg7LdHfpBNsa8oaGhX96Hth05ciT27dsXFRUVUVLiG1yLRa6P+9HZ92SOv+nFKd/G/ejqVFBoFPIBgBQFfACgUO3duzduuOGG2LRpU9r31x+rtrY2nn766di4cWNUVVXF9u3bY+HChVFZWRmzZ89u8zXTpk2LadOmpZ5Pnz49Pv7xj8f3vve9qK2tTW1PJBJpr0smk622deWYo0pLS6O0tLTV9kGDBuVUsjXX+kPf688xz8UiYjEqKSkxFkUo18ZdPqPv+ZtenPJl3POhj9ATCvlQ5MzKBwS7AEAxqK+vj/3796dd+7S0tMT27dvjnnvuiYMHD8ayZctiw4YNMXfu3IiImDhxYjQ0NMSdd97ZbiH/eCUlJTF16tTYvXt3RESMGDEiBgwY0GoJ4v3796dm4FdUVETE+zPzKysr2zwGaE1OA5DTAKCQ5c4tc0DWuOCF4lRdXe38BwCKxvnnnx+7du2KhoaG1GPKlCkxb968aGhoiJaWlmhubm41u3DAgAFx5MiRLr9PMpmMhoaGVEH+hBNOiOrq6lbfL7p58+Y477zzIiLi1FNPjYqKirRjDh8+HNu2bUsdA7RNTAPFSU4DgGJgRj4AFBmBLgBQjMrLy2PChAlp24YMGRLDhw9PbZ85c2bcfPPNUVZWFlVVVbFt27ZYu3ZtrFy5MvWaK6+8Mk4++eSoqamJiIjly5fHtGnTYty4cdHY2Bi1tbXR0NAQ9957b+o1N910U/z5n/95TJkyJc4999x44IEHYs+ePXHddddFxPtL6i9ZsiTuuOOOGDduXIwbNy7uuOOOOPHEE+NLX/pSX/9oACBvyGkAUEwU8oGIsBwdFAPBLgBAx9avXx9Lly6NefPmxdtvvx1VVVWxYsWKVME9ImLPnj1ps/YPHDgQCxYsiH379sWwYcNi8uTJsX379jj77LNTx1x++eXx1ltvxW233RZvvPFGTJgwIR577LGoqqpKHfP1r389/vCHP8TChQvjd7/7XZxzzjmxadOmKC8v758PD3lMTgMKm3wGAMUqkUwmk9nuRK5obGyMYcOGxcGDB2Po0KHZ7g5khcAXCo+AF+gK18IA+S3Xfo83NzfHY489Fp/97Gdj0KBB2e4O/SAXxlxOo38dOXIkXn/99Rg9enSrryWhcPXnuMtn5IZc+P1O/8u3cc+1a2HIFDPyAaBACXgBAACAfCOfAQDvU8gH0liODvKbYBcAAChWchqQ3+Q0ACCdQj7QisAX8o9gFwAAQE4D8o18BgC0TyEfaJPAF3KfYBcAAKA1OQ3IXXIZANB1JdnuAJC7XFhDbqqurnZ+AgAAdEDMBLlFLgMAus+MfADIA4JdAAAAIN/IZwBAzynkAx2yHB1kj2AXAACg5+Q0IHvkNACg9yytD3TKhTf0L8vNAQAAZIbYCvqXnAYAZI4Z+UCXuIsd+p5AFwAAAMhHchoAkHkK+UCXKeZD3xDsAgAA9B35DOgb8hkA0LcsrQ90iwt0yBzLzQEAAPQPsRdk1qRJk7LdBQAoeGbkA0A/k0ACAAAA8k11dXU0NzfH66+/nu2uAEBRUMgHus2SdNB9ivcAAADZJZ8BPSOnAQDZoZAP9IjgF7pGsAsAAJA75DOga+QzACD7FPIBIMMEuwAAALlLMR9ak8sAgNxTku0OAPnLBT6kq66udl4AAADkAbEbvE8uAwBylxn5QK+4i51iJ9gFAADIT3IaFDP5DADIfQr5ANBNgl0AAAAgH8lpAED+sLQ+0GsCAIqF5eYAAAAKixiPYiGnAQD5RyEfyAiBAIVMsAsAAFC4xHsUMjkNAMhfltYHgHYIdAEAAIB8I58BAIXBjHwgYwQJFAp3qwMAABQXMSCFQD4DAAqLQj6QUYIF8pmAFwAAoHiJB8lX8hkAUJgsrQ9AURPoAgAAAPlITgMACpsZ+UDGCSLIB+5WBwAA4HjiRPKBnAYAFAcz8oE+UV1dHfX19dnuBqQR5AIAANAZOQ1ylbwGABQXhXwACp5AFwAAgO5QzCdXyGkAQPFSyAf6jKCXbBLoAgAA0BvyGmSLnAYAEKGQD/QxQS/9SaALAAAA5CM5DQDgeCXZ7gBQ+AQi9LXq6mr/nwEAAJBxYk36mpwGANAeM/IByFsCXQAAAPqa1QbpC3IaAEBnFPKBfiHoJZMEuwAAAEC+kc8AALrD0vpAvxGs0FuWmwMAACAbxKL0hnwGANATCvlAvxK00BMCXgAAALJNXEp3yWcAAL1haX0AcpJAFwAAAMhHchoAQCaYkQ/0O8EMHXG3OgAAALlKvEpH5DQAgEwyIx/Iiurq6qivr892N8gRglwAAADyhZwGx5PXAAD6gkI+kDUCXwS6AAAAQD6S0wAA+ppCPpBVivnFR6ALAABAvpPPKE5yGgBAf1LIB6DPCXQBAAAoNIr5xUFOAwDIlpJsdwBAQFS4qqurjS8AAAAFS8xbuOQ0AIBsU8gHcoLAqLAIdgEAACgW4t/CIqcBAOQKS+sDOcOSdPlPoAsAAEAxktPIb/IZAEAuMiMfyCkCp/zkbnUAAACKnbg4/8hnAAC5TCEfyDkCqPwh4AUAAIAPiJHzg3wGAJAPLK0PQLcIdAEAAIB8JKcBAOQTM/KBnCSwyj3uVgcAAIDOiZ1zj5wGAJCPelXIr6mpiUQiEUuWLElta2pqisWLF8eYMWOirKwszjjjjLjvvvu63Ob69esjkUjE5z//+bTtp5xySiQSiVaPRYsWpY656qqrWu2fNm1abz4ikEUCrOw7GugaCwAAAOg6cXRukNMAAPJZj5fW37lzZzzwwAMxceLEtO033nhjPPnkk7Fu3bo45ZRTYtOmTbFw4cIYPXp0XHLJJR22+eqrr8bXvva1+MQnPtHm+7W0tKSe//KXv4wLLrggLrvssrTjPvOZz8Tq1atTz0844YSefDyAoibIBQAAAPKRnAYAUCh6NCO/qakp5s2bF6tWrYoPf/jDaft27NgR8+fPj1mzZsUpp5wSCxYsiLPOOivq6uo6bLOlpSXmzZsXy5cvj4997GOt9o8cOTIqKipSj//5P/9nnHbaaTFz5sy040pLS9OO+8hHPtKTjwjkCMFX/zH7HgAAADJHfN1/5DQAgELUo0L+okWLYu7cuTF79uxW+2bMmBEbN26M1157LZLJZDz55JPx0ksvxYUXXthhm7fddluMHDkyrrnmmk7f//Dhw7Fu3bq4+uqrI5FIpO3bunVrjBo1Kk4//fS49tprY//+/e22c+jQoWhsbEx7ALlHENZ3BLoAAADQd8TbfUdOAwAodN1eWn/9+vXxzDPPxM6dO9vcX1tbG9dee22MGTMmBg4cGCUlJfHggw/GjBkz2m3zF7/4RTz00EPR0NDQpT784z/+Yxw4cCCuuuqqtO0XXXRRXHbZZVFVVRUvv/xyfOtb34pPf/rTUV9fH6Wlpa3aqampieXLl3fpPQEKiSAXAAAAyEdyGgBAsehWIX/v3r1xww03xKZNm2Lw4MFtHlNbWxtPP/10bNy4MaqqqmL79u2xcOHCqKysbHMG/zvvvBNf/vKXY9WqVTFixIgu9eOhhx6Kiy66KEaPHp22/fLLL0/9e8KECTFlypSoqqqKRx99NC699NJW7SxdujRuuumm1PPGxsYYO3Zsl/oA9K/q6uqor6/PdjfynmAXAAAA+pecRmbIaQAAxaZbhfz6+vrYv39/2kVTS0tLbN++Pe655544ePBgLFu2LDZs2BBz586NiIiJEydGQ0ND3HnnnW0W8n/961/HK6+8EhdffHFq25EjR97v3MCB8eKLL8Zpp52W2vfqq6/Gli1b4ic/+Umn/a2srIyqqqrYvXt3m/tLS0vbnKkP5CaBb88JdgEAACB75DR6Rj4DAChm3Srkn3/++bFr1660bV/5yldi/Pjx8Y1vfCNaWlqiubk5SkpK0o4ZMGBAqjh/vPHjx7dq85vf/Ga88847cffdd7eaIb969eoYNWpU6kaBjrz11luxd+/eqKys7MrHAyg4Al4AAAAg38hnAAB0s5BfXl4eEyZMSNs2ZMiQGD58eGr7zJkz4+abb46ysrKoqqqKbdu2xdq1a2PlypWp11x55ZVx8sknR01NTQwePLhVmx/60IciIlptP3LkSKxevTrmz58fAwemd72pqSluvfXW+OIXvxiVlZXxyiuvxLJly2LEiBHxhS98oTsfE8hh7mDvGgEvAAAA5BY5jc7JZwAAfKBbhfyuWL9+fSxdujTmzZsXb7/9dlRVVcWKFSviuuuuSx2zZ8+eVrP2u2LLli2xZ8+euPrqq1vtGzBgQOzatSvWrl0bBw4ciMrKyvjUpz4VDz/8cJSXl/fqMwG5ReDbNsEuAAAA5DY5jbbJaQAAtNbrQv7WrVvTnldUVMTq1au79ZrjrVmzps3tc+bMiWQy2ea+srKyeOKJJzpsF6AQCXYBAACAfCSnAQDQvu5PiwfIAQK9938Gfg4AAACQX8TychoAAF2R8aX1AfpLsS5HJ9AFAACA/FaMOQ35DACA7jEjHyBPuFsdAAAyp6amJhKJRCxZsiS1rampKRYvXhxjxoyJsrKyOOOMM+K+++7rcpvr16+PRCIRn//859O2n3LKKZFIJFo9Fi1alDrmqquuarV/2rRpvf2YQA4rlhhfPgMAoGfMyAfyWjHcwS7YBQCAzNq5c2c88MADMXHixLTtN954Yzz55JOxbt26OOWUU2LTpk2xcOHCGD16dFxyySUdtvnqq6/G1772tfjEJz7R5vu1tLSknv/yl7+MCy64IC677LK04z7zmc/E6tWrU89POOGEnnw8II8Ucl5DPgMAoHcU8oG8V4hBr2AXAAD6RlNTU8ybNy9WrVoVt99+e9q+HTt2xPz582PWrFkREbFgwYK4//77o66ursNCfktLS8ybNy+WL18eP/vZz+LAgQNp+0eOHJn2/L/+1/8ap512WsycOTNte2lpaVRUVHTpcxw6dCgOHTqUet7Y2BgREc3NzdHc3NylNvrS0T7kQl/oH8a8544cOZLtLvTI0X4f3/9JkyZFhP8XCpVzvfgY8+KUb+OeL/2E7lLIBwpCoRTzFfABAKBvLVq0KObOnRuzZ89uVcifMWNGbNy4Ma6++uoYPXp0bN26NV566aW4++67O2zztttui5EjR8Y111wTP/vZzzo89vDhw7Fu3bq46aabIpFIpO3bunVrjBo1Kj70oQ/FzJkzY8WKFTFq1Kg226mpqYnly5e32r5p06Y48cQTO+xDf9q8eXO2u0A/M+bFZ9++fWnPX3/99Sz1hP7kXC8+xrw45cu4v/vuu9nuAvQJhXyALFO8BwCA/rF+/fp45plnYufOnW3ur62tjWuvvTbGjBkTAwcOjJKSknjwwQdjxowZ7bb5i1/8Ih566KFoaGjoUh/+8R//MQ4cOBBXXXVV2vaLLrooLrvssqiqqoqXX345vvWtb8WnP/3pqK+vj9LS0lbtLF26NG666abU88bGxhg7dmzMmTMnhg4d2qW+9KXm5ubYvHlzXHDBBTFo0KBsd4d+YMx7r6u/R3LBpEmTjHmRMu7Fx5gXp3wb96OrU0GhUcgHCka+zcpXwAcAgP6zd+/euOGGG2LTpk0xePDgNo+pra2Np59+OjZu3BhVVVWxffv2WLhwYVRWVsbs2bNbHf/OO+/El7/85Vi1alWMGDGiS/146KGH4qKLLorRo0enbb/88stT/54wYUJMmTIlqqqq4tFHH41LL720VTulpaVtFvgHDRqUU8nWXOsPfc+Y91xJSUm2u9CptnIZxrw4GffiY8yLU76Mez70EXpCIR8oKLlezFe8BwCA7Kivr4/9+/enXZO3tLTE9u3b45577omDBw/GsmXLYsOGDTF37tyIiJg4cWI0NDTEnXfe2WYh/9e//nW88sorcfHFF6e2Hf2u6IEDB8aLL74Yp512Wmrfq6++Glu2bImf/OQnnfa3srIyqqqqYvfu3T3+zEB+yeWchnwGAED/U8gHCk6uBb6CXQAAyL7zzz8/du3albbtK1/5SowfPz6+8Y1vREtLSzQ3N7eaETtgwIBUcf5448ePb9XmN7/5zXjnnXfi7rvvjrFjx6btW716dYwaNSp1o0BH3nrrrdi7d29UVlZ25eMBBUJOAwCAoxTyAfqIYBcAAHJHeXl5TJgwIW3bkCFDYvjw4antM2fOjJtvvjnKysqiqqoqtm3bFmvXro2VK1emXnPllVfGySefHDU1NTF48OBWbX7oQx+KiGi1/ciRI7F69eqYP39+DByYno5pamqKW2+9Nb74xS9GZWVlvPLKK7Fs2bIYMWJEfOELX8jUjwCgy+Q0AACyTyEfKEjZvINdsAsAAPlp/fr1sXTp0pg3b168/fbbUVVVFStWrIjrrrsudcyePXt69D3WW7ZsiT179sTVV1/dat+AAQNi165dsXbt2jhw4EBUVlbGpz71qXj44YejvLy8V58JyD9yGgAARCjkAwWsvwNfwS4AAOSXrVu3pj2vqKiI1atXd+s1x1uzZk2b2+fMmRPJZLLNfWVlZfHEE0902C5QXPozpyGfAQCQm7p/CzlAHumPYLS6ulrQCwAAAGRUX+ca5DMAAHKbQj5Q8PoqKBXwAgAAAH2pL/IO8hkAAPnB0voA3SDQBQAAAPpTppbZl9MAAMgvCvlAUeht0CvYBQAAAPKNfAYAQP5SyAeKRneL+YJdAAAAIBd0NachlwEAUDhKst0BgP7UlYDWd8UBAAAAuaajXIVcBgBA4TEj/xjJZDIiIhobG7PcE6AvjRs3Lp599tm0bZMnT0792+8AAIrR0b9/R6+JAcgvuZbTaG5ujnfffTcaGxtj0KBB2e4O/cCY94/jcxpH8xnZOPeNeXEy7sXHmBenfBt3OQ0KlUL+Md55552IiBg7dmyWewIAANnxzjvvxLBhw7LdDQC6SU4DAIBiJ6dBoUkk3Z6ScuTIkXj99dejvLw8EolEtruTprGxMcaOHRt79+6NoUOHZrs79BPjXnyMefEx5sXJuBeffBjzZDIZ77zzTowePTpKSnwDF0C+ybWcRj787SOzjHnxMebFybgXH2NenPJt3OU0KFRm5B+jpKQkxowZk+1udGjo0KF58UuTzDLuxceYFx9jXpyMe/HJ9TF31zpA/srVnEau/+0j84x58THmxcm4Fx9jXpzyadzlNChEbksBAAAAAAAAgByikA8AAAAAAAAAOUQhP0+UlpbGX//1X0dpaWm2u0I/Mu7Fx5gXH2NenIx78THmABQbf/uKjzEvPsa8OBn34mPMi5Nxh9yQSCaTyWx3AgAAAAAAAAB4nxn5AAAAAAAAAJBDFPIBAAAAAAAAIIco5AMAAAAAAABADlHIBwAAAAAAAIAcopAPAAAAAAAAADlEIb+frFixIs4777w48cQT40Mf+lCr/c8991xcccUVMXbs2CgrK4szzjgj7r777nbb+9d//dcoLy9vs63jvfTSS3HJJZfEiBEjYujQoTF9+vR48skn045JJBKtHn/3d3/X3Y/JMXJ9zPfs2RMXX3xxDBkyJEaMGBF/9Vd/FYcPH+7ux+QY2RrzrVu3tnkOJxKJ2LlzZ+o453nfyPVxd65nXjZ/v0dEPProo3HOOedEWVlZjBgxIi699NK0/c71vpHr4+5cByCTcj2edb2Tebk+5q51+kaux7PO9czL9TF3rveNXI9nneuZl+tj7lyHrhuY7Q4Ui8OHD8dll10W5557bjz00EOt9tfX18fIkSNj3bp1MXbs2HjqqadiwYIFMWDAgFi8eHHasc3NzXHFFVfEJz7xiXjqqac6fe+5c+fG6aefHj/96U+jrKws7rrrrvjc5z4Xv/71r6OioiJ13OrVq+Mzn/lM6vmwYcN68YnJ5TFvaWmJuXPnxsiRI+PnP/95vPXWWzF//vxIJpPxve99L2M/g2KTrTE/77zz4o033kjb9q1vfSu2bNkSU6ZMSdvuPM+8XB5353rfyObv9//xP/5HXHvttXHHHXfEpz/96Ugmk7Fr165WxznXMy+Xx925DkCm5XI8e5TrnczK5TF3rdN3cjmePcq5nlm5PObO9b6Ty/HsUc71zMrlMXeuQzcl6VerV69ODhs2rEvHLly4MPmpT32q1favf/3ryS9/+ctdauvf/u3fkhGR3L59e2pbY2NjMiKSW7ZsSW2LiOSGDRu61C+6JxfH/LHHHkuWlJQkX3vttdQxP/rRj5KlpaXJgwcPdqmvtK+/x/x4hw8fTo4aNSp52223pW13nvetXBx353rf6u8xb25uTp588snJBx98sMPjnOt9KxfH3bkOQF/JxXg2mXS905dyccxd6/S9XIxnk0nnel/KxTF3rve9XIxnk0nnel/KxTF3rkP3WFo/hx08eDA+8pGPpG376U9/Gv/wD/8Q9957b5faGD58eJxxxhmxdu3a+P3vfx9//OMf4/7774+TTjopqqur045dvHhxjBgxIqZOnRp/93d/F0eOHMnYZ6Fr+mvMd+zYERMmTIjRo0enXnfhhRfGoUOHor6+PnMfiE5lYsyPt3HjxnjzzTfjqquuarXPeZ4b+mvcneu5IxNj/swzz8Rrr70WJSUlMXny5KisrIyLLroonn/++VbHOtdzQ3+Nu3MdgFwgh1F85DCKkzxG8ZHDKE7yGMVHDgNyk6X1c9SOHTvixz/+cTz66KOpbW+99VZcddVVsW7duhg6dGiX2kkkErF58+a45JJLory8PEpKSuKkk06Kxx9/PO37TL797W/H+eefH2VlZfG///f/jq9+9avx5ptvxje/+c1MfzTa0Z9jvm/fvjjppJPSXvfhD384TjjhhNi3b1/GPhMdy9SYH++hhx6KCy+8MMaOHZu23XmeG/pz3J3ruSFTY/6b3/wmIiJuvfXWWLlyZZxyyinxt3/7tzFz5sx46aWXUsGWcz039Oe4O9cByDY5jOIjh1Gc5DGKjxxGcZLHKD5yGJC7zMjvhVtvvTUSiUSHj7q6um63+/zzz8cll1wS/+W//Je44IILUtuvvfba+NKXvhSf/OQnu9xWMpmMhQsXxqhRo+JnP/tZ/J//83/ikksuic997nNp30v0zW9+M84999yYNGlSfPWrX43bbrst/uZv/qb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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 57 + }, + { + "cell_type": "markdown", + "id": "cb5e11ee704c760e", + "metadata": {}, + "source": [ + "### Tile 13, 1 - Camper Creek" + ] + }, + { + "cell_type": "code", + "id": "3b5d6685ccaf9a0b", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:22.208061Z", + "start_time": "2025-09-30T18:45:21.680594Z" + } + }, + "source": "plot_tile(tile_x_min_max[1], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 58 + }, + { + "cell_type": "markdown", + "id": "6b95bed76d6e61d2", + "metadata": {}, + "source": [ + "### Tile 13, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "b024c63098616134", + "metadata": {}, + "source": [ + "### Tile 13, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "ecd61771b391b614", + "metadata": {}, + "source": [ + "### Tile 13, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "dbe74cca6335fa86", + "metadata": {}, + "source": [ + "### Tile 13, 5\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "9f5a03f4bee01357", + "metadata": {}, + "source": [ + "### Tile 13, 6 - Stz’Uminus, Saltair & Chemainus\n", + "\n", + "* connect Bare Point opposite Chemainus" + ] + }, + { + "cell_type": "code", + "id": "ee4d49ac95d27d73", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:23.054326Z", + "start_time": "2025-09-30T18:45:22.216619Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 59 + }, + { + "cell_type": "markdown", + "id": "be541caba995148a", + "metadata": {}, + "source": [ + "### Tile 13, 7 - Thetis & Penelakut Islands, Valdes Island, North Galiano Island\n", + "\n", + "* assign average depths to 1 fake island and fake point on west shore of Thetis Island\n", + "* connect south point of Wallace Island\n", + "* surface Hall Island\n", + "* surface Norway Island\n", + "* fix Reid Island and remove north islet\n" + ] + }, + { + "cell_type": "code", + "id": "234604a9f2d4eabc", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:23.942598Z", + "start_time": "2025-09-30T18:45:23.109616Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 60 + }, + { + "cell_type": "markdown", + "id": "5de32e534713e9fa", + "metadata": {}, + "source": [ + "### Tile 13, 8 - Mid Galiano Island\n" + ] + }, + { + "cell_type": "code", + "id": "964cc8cd01b2a212", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:24.607917Z", + "start_time": "2025-09-30T18:45:24.042693Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 61 + }, + { + "cell_type": "markdown", + "id": "d681a178f427d5e4", + "metadata": {}, + "source": [ + "### Tile 13, 9 - Fraser River Main Channel, Westham Island, Steveston\n", + "\n", + "* little pixel islands are okay, as long as water can go everywhere\n", + "* add a final point to Steveston Jetty (change to 4m deep)\n", + "* make southern channel of Fraser River contiguous (change 1 cell to to 4m deep)\n" + ] + }, + { + "cell_type": "code", + "id": "5693718651efc712", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:25.455211Z", + "start_time": "2025-09-30T18:45:24.616180Z" + } + }, + "source": [ + "fig, axs = plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);\n", + "axs[1, 0].plot(-123.3, 49.1, 'x', c='pink', markersize=24) # location of Sand Heads\n", + "axs[1, 1].plot(-123.3, 49.1, 'x', c='pink', markersize=24);\n" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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QAICqEVhVTzmaAzubAbs3BH76xlklH2cgc3Jfr/iYAAAAQP2QWRWvUMFVnyKr7ipUcHVnbJb6nIiBC646C6w6i6y6U3AFAAAADIWsqniyKlkVQCPQGAgAQMUJrOrLQLsDag4EAAAAal1nXiWzGrreBVcFi6y6y2DBVX8FVr0puAIAAADSkFWVjqyqL1kVQH1pqvYEAABoDIKq2tM2sTVmvtRS1LmFGgHz+fSNs+Lyj99b1FjFmpP7esxOPlHRMQEAAIDskFeVz+vbWqNlcnG5U1rzY+fYJ/6c6pw7Y7M4LFanHusLcWPMj3tSnwcAAAAwEFlV+ciqAKhnGgMBACgroVVtS9scmLYhsLtqNAcCAAAAdCerKr9hLRuzpueKOPm5vSO2+d3gjz9uiw3/viVdsVUxVsXfh3T+e3JHx38lPyzNZAAAAIC6IKsqP1lVfrIqgPoxrNoTAACgPrW1tQmvMqJtYmvB13PPLOp6ZM2c3NerPQUAAACgBsiqymtYS0vXo9OCbYp8s+f2Lvz6cVtsemw0/7h9Uw9zZ2w2qONWxd97FFrtFnulHqvTe3JHF30uAAAAUD9kVeUlqxocWRVAfdAYCABAyXSGVoKr7MnXHFiOZsBP3zirpO83GJoDAQAAoDHJqsorX4FVbyUtuOpVYNVbqQuuehdZdafgCgAAAEhLVlVesqriyKoAsq+p2hMAACD7BFb1oW1ia7QsGF/2cT5946y4/OP3ln0cAAAAoDHJqsqnUGFVyT23d8Tsp1KdMv+4fWOfWx5Odc6dsVkcFqu7ft1fgVVvu8Ve8Yd4JNVYAAAAQOORVZWPrGoTWRVA49IYCABAUYRWDEWlmwMvyF0ZVyTnV2w8AAAAoLJkVbVrwTYRb3ku5UkPnluWufTnztgs3hlLKzbetrkdYknydMXGAwAAACpLVlW7ZFV9yaoAsm1YtScAAEC2tLW1Ca/qWOtbVlRsrE/fOKvsY6zY+E/EhuZAAAAAoL7Iqiqro7W1qPMWbDPIAx88t2eh1buvSz3W/OP2TXf8y8fF/JePSz1OxIaV2NN4NB6JRzeu3L5tboeixgQAAABql6yqsmRVPcmqABqTxkAAAAbUGVoJrhpD1psDV3T7pzfNgQAAAJB9sqrqKrbgqqDeRVbdlaHgqrPAqnuR1ZyXP5V6nIiBC646C6w6i6y6U3AFAAAA2Serqi5ZVU+yKoDGozEQAIB+Ca3Ikv6aAQEAAID6IKuqHcUUXOVdib1QkdUQ5Su4GmjF9VIWXPVXYNWbgisAAADIJllV7ZBV9SSrAmgsTdWeAAAAtUVgRcSGXQNbFoyvyFifvnFWXP7xe4s6t5hGwAtyV8YVyflFjQcAAABUlqyqvizYJuIt3y+iuOrd10X84pTUp80/bt+Ia6alOmfOy5+K2Zt/MfVYu8VecUukXzEeAAAAyA5ZVX2RVQFQD+wYCABARFjFir5a31K53fc+feOsVMcPdXfAC3JXFn0uAAAAUH6yqtqXdiX27Tc+ivbulIVMt7yy4VGEtKuxj9j4T7GsxA4AAAC1TVZV+2RVm8iqABqLxkAAgAbWGVoJruhPLTUHruj2TyloDgQAAIDaIqvKnoEKrraPvkVWf/vQV8o2n64Cq+5FVps/WtRbDVRwNaLbP50+EmcWNVaEgisAAACoNbKq7JFVyaoAGpHGQACABiS0olblaw4sZTMgAAAAUHtkVdmWr+Bq+yi84nrRBVf5VmLPV2DVWwkLrgZacV3BFQAAAGSbrCrbZFU9yaoA6p/GQACABiK4ohiV3DUwYkNzYKl3B+yPXQMBAACgemRV9aOjtTXviuuFDKngajAFViUy5+VP5V1xHQAAAKgvsqr6IasCoJFoDAQAqHOdoZXgiqGoWHPg94dteFSQ5kAAAACoLFkVnYouuCpGESuxX7b5dXHZ5nlWfh/AUFZiz+VyRZ8LAAAApCeropOsqi9ZFUDt0xgIAFCnhFZkSq+GwCvfeVQVJwMAAACUg7yqvi1ubS3qvKIKrr7/naLGGmzBVe8iq+ZoTj1U2oKr5+Iv8Vz8JSIUXAEAAEAlyKrqm6yqJ1kVQP3SGAgAUGeEVpRLyXcN7GwG7GeHwEo2B9o1EAAAAMqjM6uSVzWGTBRcFVBo1fViCq4G0llg1VlkBQAAAJSXrKqxyKrSkVUBZJPGQACAOiC0olJK0hxYoBmwmjQHAgAAQOnIqhpXzRdc5VmJvVCR1VDkW4l9sAVWVmIHAACA0pFVNS5Z1SayKoD61FTtCQAAUDyBFdXQ+pYV0bJgfPoTi2gGvPKdR8X59/0o/VhFuiB3ZVyRnF+x8QAAAKCeyKoo1nXJxi/mVWjAzR+Ny+L/pj6tOZqjPdpTnfORODM+H2enHitiQ8FVkiQDHwgAAAD0IauiWLKq/GRVALWp9rbpAABgQFaxIjM6dwccwg6BV77zqBJOCAAAACg1WRW9DXYl9uuSboVWEXHpMRVYif0Dr9vwKFJzNA/62LZ4ONri4aLHAgAAANKTVdGbrGoDWRVAfdIYCACQEZ2hleCKWtD6lhWFDxhiM2BvlWwOvCB3ZcXGAgAAgKySVTGQQgVXvYusuitLwVVngVW3IqsLP3Bw+nEGobPAqnuR1WFRfLaVy+VKMS0AAACoa7IqBiKrklUB1CuNgQAANU5oRa3K2xxY4obAatEcCAAAAPnJqkijd8FVoSKr7kpWcDXAiuvFFlzlW4l9oBXXFVwBAABA6cmqSENWtYmsCqB+NFV7AgAA9CWwIita37IiWs7bvCJjXfnOo+L8+35UkbEAAACATWRVDMXi1tb41cyWygz2/e9E3HZKqlMu/MDBcdmP70o9VHM0x8NxX6pzDouj4s6QbwEAAMBQyKoYClnVJrIqgPqQ/a08AADqiFWsyJKWv7VEy98qFJRtdOU7i1+tKi2rWwEAANDoZFUM2V/+suFRhNQrsQ9/y4ZHBfwmXhe/if5Xdy8HWRUAAACNTlbFkMmqSkZWBVA7NAYCAFRZZ2gluCILOpsBezQEzp5WvQmVwZVxQVwZF0SEEAsAAIDGJKtiSDoLrLoVWR1y24+LeqsBC646C6y6F1kdPT/1OBd+4OBBHde7yOq1eG/qsQ6L4he+klUBAADQiGRVDImsqiBZFUD2aQwEAKgSoRVZMuDugBVsDizHroGdzYCdDYHdCbEAAABoFPIqipanwKq3khZcDbTieokLrgqtuq7gCgAAAMpDVkXRZFWpyKoAsk1jIABABdkdkCzJuztgjShVc2B/zYC9CbEAAACoZ/IqijKIAqtSufSYr+Rfcb2QEhRcFSqy6k7BFQAAAJSOrIqiyKq6yKoAGktTtScAANAIhFVkxZCaAGdPi5jzVOkmM4Ar33lUnH/fj9KfN4hGwHxyuVwkSVLUuQAAAFCLZFZU2iG3/Th+9f4PpDrnMxX+z/TCDxwcB/74/1ZkrMPiqLgz0udbAAAAUI9kVVSarKonWRVANtkxEACgTOwOSJaUbGfA2dOG/h5lMtjdAQEAAKDeyawoie23L+q0Q2778aCO+0xbr0KrHY9NP1jaldjnb3wUoZiV2IfCSuwAAADUC1kVJSGr6kFWBdA47BgIAFBigiqyoiSNgPlUcOfAgXYNLHUjoF0DAQAAyCqZFWWx/fYRf/lLSd+y4KrrOx4bsfi76d7w6PkRP9yn/9fzFFf9epu3xYHPpV+J/bV4b4yKn6c6ZygrscuqAAAAyCpZFWUhq+pBVgXQGOwYCABQIlavIgs6dwYsW1NgFVz5zqP6PlfG3QGtcAUAAEBWdOZVMivKqojV2POtxN5n1fVSyrca+wArrv96m7cVNVQxq7EfFn3zrcGSVQEAAJAVsioqQlbVg6wKoP7ZMRAAYAgEVdCPCu4aGLGxOfC+aRUbzwpXAAAA1Cp5FVlxyG0/jpbtP5D+xGJWYo/YUHB1ToHV2PPIymrsAAAAUKtkVWSFrKonWRVAdgxpx8A5c+ZELpeLs846q+u5F198MU488cSYMmVKjB49Og455JBYtGhRwfd54okn4v3vf39sv/32kcvl4uqrr+5zzCWXXBK5XK7HY/LkyT2OSZIkLrnkkpgyZUpsttlmsf/++8cTTzwxlI8IAJCX1avIqtYJrZUbbHZlGvUuu++uuOy+uyoyVndWuAIAAKCWyKuoqpQrsc/8jw/EzP8ootCq047Hpjxh7cZHemlXY++IH0RH/KCosYr1+dy1FR0PAAAABiKroqpkVV1kVQD1r+gdAx955JG48cYbY7fddut6LkmSOPLII2PEiBHxs5/9LMaNGxdz586NWbNmxR//+McYM2ZM3vdatWpV7LjjjnHUUUfF2Wef3e+Y06dPj3vvvbfr18OHD+/x+he/+MWYO3dufPvb346dd945Lr300njXu94VTz75ZIwdO7bYjwoA0EVgRT1ondAaLX9rqfY0hqx3M+BlcV1cGKdUdA52DgQAAKCaZFXUlO23j/jLX/p9OV9xVXJoRO6X5ZpQnuKquQ9GnPOO1O800Grs+YqrVsWqGB2jU42TdiX2z8U1XV9/PndtfDY5PdV4AAAAUEqyKmqKrKoHWRVA/SqqMfCVV16JY489Nm666aa49NJLu55ftGhRzJ8/Px5//PGYPn16RERcd911sdVWW8X3v//9+OhHP5r3/fbaa6/Ya6+9IiLiggsu6H+yTU19dgnslCRJXH311XHhhRfG+973voiIuPnmm2PSpEnxve99L04++eRiPioAgNCKulSx5sDZ0yLmPFWytxtoZ8BqNAcCAABApcmrqFl5Cq4GWm296IKrHY+NWPzdXk8OYqX1EhZcDbTaejkKrroXWPWm4AoAAIBqkFVRs2RVPciqAOpTUY2Bp556ahx22GExa9asHo2B7e3tERExatSorueGDx8eI0eOjIceeqjfxsDBWrRoUUyZMiWam5tj7733jssvvzx23HHHiIh4+umnY9myZXHQQQd1Hd/c3Bz77bdfPPzww3kbA9vb27vmHBGxcuXKIc0PAKgvQisokRI0Bw7UEFhNdg0EAACgEmRVZMb228fMQ9MtSDW0gqtvF3FicX69zdvinc+dUfZx8hVcFSqy6k7BFQAAAJUgqyIzZFVDJqsCqG2pGwPnzZsXCxYsiEceeaTPa7vssktMnTo1Zs+eHTfccEOMGTMm5s6dG8uWLYulS5cOaaJ77713fOc734mdd945Xnzxxbj00ktj3333jSeeeCImTpwYy5Yti4iISZMm9Thv0qRJ8cwzz+R9zzlz5sTnPve5Ic0LAKg/gisaRcV2DYwoujmwmIbAauwaqDkQAACAcpFV0ShSF1z9fuKGf48vYrAiVmLvXIG9I+VQxazEHrGh4OqfI/1q8REKrgAAACgfWRWNQlbVk6wKoHYNS3PwkiVL4swzz4xbb721x66AnUaMGBG33XZb/PnPf44JEybE6NGj4/77749DDz00hg8fPqSJHnroofH+978/dt1115g1a1bceeedERFx88039zgul8v1+HWSJH2e6zR79uxYsWJF12PJkiVDmiMAkF1tbW1dD2gkrRNaqz2FPi67766uR9HvEdeVcEaD09/fOwAAACAtWRVZ1/bL4jKn5NABDvj9xE2PTivOLWqsmPvgoA478Ln/21VoFRExLD6YeqhVsSrV8XfGj/qswp7W53PXDul8AAAA6CSrIutkVT3JqgDqS6rGwLa2tli+fHnMnDkzmpqaoqmpKR544IG45pproqmpKdavXx8zZ86MhQsXxt///vdYunRp/OpXv4qXXnopdthhh5JOfMyYMbHrrrvGokWLIiJi8uTJERFdOwd2Wr58eZ9dBDs1NzfHuHHjejwAgMYitIIKNgfOnlbw5aE2A/Z5P82BAAAAZIysinpS0oKr3gVWvRVbcFVA7yKr7oopuBpIZ4FV9yKri+OMIb2ngisAAACGQlZFPZFVpSOrAsiOpjQHH3jggfHYY4/1eO7f//3fY5dddonzzz+/x66A48dv2Ad30aJF0draGl/4whdKMN1N2tvb409/+lO84x0btqTdYYcdYvLkyXHPPffEnnvuGRERa9asiQceeCCuvPLKko4NAGSf0Ap6ap3QGi1/ayn/QLOnRcx5qsdTpWwGBAAAgKyRU1HP2n7ZGjMPTZ85JYdG5C4vUFyVz4pzI8Z/Jd05cx+MOOcdPZ7qr8BqqFbFqhgdo3s8N5iV1i+OM+JzcU1Z5gQAAAC9yaqoZ7KqTWRVAPUjVWPg2LFjY8aMGT2eGzNmTEycOLHr+R/96Eex5ZZbxnbbbRePPfZYnHnmmXHkkUfGQQcd1HXO8ccfH294wxtizpw5EbGhge+Pf/xj19fPP/98LFy4MF73utfFG9/4xoiI+OQnPxnvfe97Y7vttovly5fHpZdeGitXrowTTjghIjbszHHWWWfF5ZdfHjvttFPstNNOcfnll8fo0aPjwx/+cJG/PQBAPRFcQY2YPS0uO6gyu/ldFtfFhXFKRcbqlMvlIkmSio4JAABA9siqIL8Hlm384psVGnDug3Hg0cNSnzYsPhgd8YNU56yKVXFf3Jl6rKGQVQEAADAYsirIT1ZVWrIqgNJL1Rg4GEuXLo1zzjknXnzxxdh6663j+OOPj4suuqjHMc8++2wMG7bpG9YLL7zQtctfRMSXv/zl+PKXvxz77bdf3H///RER8dxzz8WHPvSh+N///d/YcsstY5999on58+fH1KlTu8771Kc+FatXr45TTjklXn755dh7773j7rvvjrFjx5b6YwIAGSK4gsGpyK6B/1/nboGV2yVQcyAAAAC1Qk5FIxrsSuxdRVYb3f+Rl2L/b5Z5JfYfdq7AXtzK62kKrnaON0dEFFVsVcxK7BfHGV1fy6oAAADIR1ZFI5JVbSCrAqgfucT/q3ZZuXJljB8/PlasWBHjxo2r9nQAgCESXkFxSt4c2NUM2NNlZ1SuObDSjYGd/HULoH9ymIHV2+/R2rVr4xe/+EW8+93vjhEjRlR7OlAz3BuQX73dG3IqSqGjoyNeeOGFmDJlSo9FWLOiv4Kr3kVWvaUuuIooXHDVVWDV04E/Lq7gqlCxVWeBVW83xJeKGmswBVfdi6y6q+ecqt6+Z0ApuC/Sq7ccphz8HgFA/ZBVgayqO1kVQO1Jk8Nk7ydGAAAFtLW1dT2A4rROaC3NG/1/T/XbFBgRceE1B5dmnEG4LK6r2FgAAADQSU4Fm7T9smfm9MCygQutIjasxp7ainP7PvfDd/RbaBUR8esPvC39OLFhJfbedo4391toFRFxcpxX1FiFXBxn9FtoFbFhJXYAAAAam6wKNpFVbSKrAsi2pmpPAACgFIRWUCMKNALmc+E1B1ds58DL4rqK7xyYy+WscAUAANCAZFWQX9svW+OVPfOvxl5yK86NuOv/pTrl1x94W1GrsQ+LD8Yb47FU55wc56Vejf3iOKPPSuyFCqx6k1UBAAA0JlkV5Cer2kRWBZBdGgMBgEwTXEF5tE5ojZa/pQi+UjYEdqc5EAAAgHohq4LyuP8jL8X+35w4+BPGX1G+yfTy5lgTEbHxf8svTXEVAAAAjU1WBeUhq9pESJ2hEQABAABJREFUVgVQfcOqPQEAgLTa2tq6HkD5tE5oLXzA//fUpgcF5XK5ak8BAACAMpFVQTqv+/0AmVM/7v/IS4UPGH/Fpkeno3+Tepxff+BtgzruzbGmq9AqImJkvCn1WCfHeamO3yduiX3iltTjdCenAgAAqG+yKkhHVrWJrAogmzQGAgCZIbSCysvbHFiGZsALrzm4pO9XyGVxXcXGAgAAoH7JqqB4JS246l1g1VuJC656F1l1V46Cq84Cq+5FVgquAAAA6E1WBcWTVW0iqwLIHo2BAEBNs4oVVF/rhNaK7A5Y782BQiwAAIDsk1VB6Qyp4CrfiuuFlKDgqlCRVXelKrgaaMX1oRZcAQAAkH2yKigdWdUmsiqAbGmq9gQAAPIRWEFtaBnVsvGr8jUEdnfhNQfHZWfcVZGxLovr4sI4pSJjdcrlcpEkSUXHBAAAYOhkVVAb9r+zsuP9+gNvi9N/fF9Fxjo5zotHY7dU5+wTt8T8OK6o8XbOzYg/J48XdS4AAADVJauC2iCr6klWBVAdGgMBgJohtILasakhcKMDpkX8pn6aAyvdEAgAAED2yKqg/F73+9Z4Zc+WgsfkLbAa9bGI125KN9jRv4n44QGDP/7H/5Pu/bsZGW+KNfHkoI+/Ib4UEcWtrJ624GqnmN71tYIrAACA7JBVQfnJqjaQVQFki8ZAAKDqBFdQG/o0A/aW8ebAWmkGtGsgAABAbZNVQWXlK7ga1Grr5Si4ylNgdW1sG6fHknTjxMAFV50FVt3Nj+PKUnDVvcCqNwVXAAAAtU1WBZUlq9pEVgWQDcOqPQEAoDG1tbV1PYDqahnVMnBTYIZdGKfUTFNgp1wuV+0pANSlOXPmRC6Xi7POOqvruRdffDFOPPHEmDJlSowePToOOeSQWLRoUcH3eeKJJ+L9739/bL/99pHL5eLqq6/uc8wll1wSuVyux2Py5Mk9jkmSJC655JKYMmVKbLbZZrH//vvHE088UYqPCgCUmKwKqut1v2+N/e+MrkdZHf2bvs/9+H8Krrp+bWxb1FAj4019nrshvpS30KpTmhXVu8tXpLVTTC9YaNVp59yMosYEoDBZFQBQLFkVVJesahNZFUDts2MgAFBRAiuoHUU1A2Zk18BaawTMx86BAKX1yCOPxI033hi77bZb13NJksSRRx4ZI0aMiJ/97Gcxbty4mDt3bsyaNSv++Mc/xpgxY/K+16pVq2LHHXeMo446Ks4+++x+x5w+fXrce++9Xb8ePnx4j9e/+MUvxty5c+Pb3/527LzzznHppZfGu971rnjyySdj7NixQ/zEAEApyKqg+ppmbMyoXiji5GJWYo/YUHB19HapThnKauzXxkdTnTOU1dhfiitSnwdA6cmqAIBiyKqg+mRVfcmqAGqbxkAAoOyEVlA7SrIzYA03B2ahIRCA0nvllVfi2GOPjZtuuikuvfTSrucXLVoU8+fPj8cffzymT9+w8uB1110XW221VXz/+9+Pj340/w889tprr9hrr70iIuKCCy7od9ympqY+K693SpIkrr766rjwwgvjfe97X0RE3HzzzTFp0qT43ve+FyeffHJRnxUAGDpZFdSGriKrjRYeFLHH3UW8UdqCqyUHbPyi/1XX+5O24OpXcVXqMYrVuXr7YFZdz2fn3Iz4c/J4KacE0LBkVQBAGrIqqA2yqtKSVQFUjsZAAKBsBFdQO0rSENhdDTUHZrkZ0K6BAKVx6qmnxmGHHRazZs3qUWzV3t4eERGjRo3qem748OExcuTIeOihh/otthqsRYsWxZQpU6K5uTn23nvvuPzyy2PHHXeMiIinn346li1bFgcddFDX8c3NzbHffvvFww8/nLfYqr29vWvOERErV66MiIi1a9fG2rVrhzTXWtD5Gerhs0ApuTcgv1LfGwsXLizJ+0A1dXR09Ph3VjW9eb+IiOhYt1mf1xYcEPG2XxfzrrnCLz/3L90OXb/h33N3iLhwceqR/jO2iZPj+X5fvzf+T9fXzdEcEREz4i3xVPwp1TiPxsdjr7hxwOMeiY9HRMRmseH387lYHNPin1KN1WnX0TNjwYr5RZ1bTf48BX25L9Ir5e9VvWdVAMDQqamC2tG7IbC7opsDB9LVDNjNV94YcW7pmwPzNQPuFNNjUTyRapzB7hrY2RDYaVE8oTkQoMw0BgIAJSe8gtpR8obAKsnXHJjlhsDuNAcCDM28efNiwYIF8cgjj/R5bZdddompU6fG7Nmz44YbbogxY8bE3LlzY9myZbF06dIhjbv33nvHd77zndh5553jxRdfjEsvvTT23XffeOKJJ2LixImxbNmyiIiYNGlSj/MmTZoUzzzzTN73nDNnTnzuc5/r8/zdd98do0ePHtJ8a8k999xT7SlATXJvQH7uDeir88+amfXC9wu+XPjVfowc4PUd/1jCwSIiJvb7yv7x2WLftEhFf4i8fvGLX5T0/SrJ9wzoy30xeKtWrSrJ+zRCVgUAFEc9FdSWQg2B3RXVHJhv18B8zYC9lbA5cKDdAUvdHNi7IbA7zYEA5aUxEAAoCeEV1I6KNQNWcNfAiA3NgXHGtIqNB0DtW7JkSZx55plx991391hpvdOIESPitttui5NOOikmTJgQw4cPj1mzZsWhhx465LG7v8euu+4ab33rW2PatGlx8803xznnnNP1Wi7Xc+eSJEn6PNdp9uzZPc5duXJlbLvttnHQQQfFuHHjhjznalu7dm3cc8898a53vStGjBhR7elAzXBvQH5DuTfsDki96ujoiGXLlsXkyZNj2LBh1Z7OoHXuEJhGcbsGRsRTj6Y/p4hdAztNi0+nPiftzoER0WPnwM4dAgej2J0Ds7ZroD9PQV/ui/RKsRteo2RVAEA6aqqgtgy2IXDIRn0sYlHl6qqujW1jpzhn4AO7KUVzYKGGwO6G0hwIQGEaAwGAIRFeQYOrUHPg+Wf8KCIiriz7SNXxhdzX4qLktGpPAyBz2traYvny5TFz5syu59avXx+//e1v42tf+1q0t7fHzJkzY+HChbFixYpYs2ZNbLnllrH33ntHS0tpf+AzZsyY2HXXXWPRokURETF58uSI2LCby9Zbb9113PLly/uszN6pubk5mpub+zw/YsSIuiriq7fPA6Xi3oD80twbnTlVlhqmoBjDhg3L1H/nw5pWpz7nvw9OuRL7a9/e8O9keOqx4tKdUq/EftHGgql50Z56uNWR/vfjt4MssOqtvYj5RUSMHDkykiQp6txq8ucp6Mt9MXil+H1qlKwKABgcNVVQP1LvGtiZVRWjiF0DN2VVlTHYZsBSyeVymcyqAColOz8xAgBqSltbmwALalTra63VnkLJnH/Gj7qaAiMizo8rqjib0vt8XBufj2sjYkNzIADpHHjggfHYY4/FwoULux4tLS1x7LHHxsKFC2P48E1FwePHj48tt9wyFi1aFK2trXHEEUeUdC7t7e3xpz/9qauwaocddojJkyfHPffc03XMmjVr4oEHHoh99923pGMDQKOTU0FtW/d4cVnVwoMGOOC1b296dNr2waLGiq+8cVCHXRRPdBVaRUQcEyelHqqSK6OnXfF9UTzRdU5/u0cB0D9ZFQAQIauCWier6klWBZB9dgwEAAZNaAXZ0fpaa7SMKu3qsv0q8a6B3RsB874eV8SVcUHJxquGzmbA3uwcCJDO2LFjY8aMGT2eGzNmTEycOLHr+R/96Eex5ZZbxnbbbRePPfZYnHnmmXHkkUfGQQdt+snN8ccfH294wxtizpw5EbGhKOqPf/xj19fPP/98LFy4MF73utfFG9+44Ycwn/zkJ+O9731vbLfddrF8+fK49NJLY+XKlXHCCSdExIYfTJx11llx+eWXx0477RQ77bRTXH755TF69Oj48Ic/XPbfGwBoBLIqyI51j7dG04z0WVXe1dgHWnF92wcjlrwj9ViFXFSgaOmYOCnmxTdSvd9OMT11IVSxFsUTBQu8Cs3DauwA6ciqAKCxyaogO2RVPcmqALJNYyAAMCDBFWRT1poDB2oIrAf9NQQCUD5Lly6Nc845J1588cXYeuut4/jjj4+LLrqoxzHPPvtsDBs2rOvXL7zwQuy5555dv/7yl78cX/7yl2O//faL+++/PyIinnvuufjQhz4U//u//xtbbrll7LPPPjF//vyYOnVq13mf+tSnYvXq1XHKKafEyy+/HHvvvXfcfffdMXbs2PJ+aACoc7IqyKYhFVzd8e10JxVTcPWVN0ac+z89nipUZDVU1S64GuzYCq4ASktWBQD1R1YF2SSr6klWBZBducT/M3ZZuXJljB8/PlasWBHjxo2r9nQAoOoEV5B9FWsM7FREc2CxDYFZ2jUwbUOgXQOBRiCHGVi9/R6tXbs2fvGLX8S73/3uGDFiRLWnAzXDvQH55bs3ZFU0uo6OjnjhhRdiypQpPZoFsiRtsdUej2/8YvG30w9W5ErsF537s6LOS7sSe6dKFVwNRa2XFPjzFPTlvkiv3nKYcvB7BAA9yaog+2RVfcmqAGpDmhzGjoEAQA9CK6gvFd01MIVS7A54flxR082BQ9kd8Au5r2kOBAAAiIiFCxdmtgEK6GuwK7F3FVl12vHE9AVXKVdiP+acaRu+OHduunE6z4+TUhVcZaHIqpOV2AEAADZQVwX1RVa1iawKILs0BgIAQiuocxVtDjxgWsFdA0vRENjj/WqwOXAoDYHdaQ4EAAAa2cKFC6s9BaBMChVc9Smy6q4MBVddBVbdLErOiZ1yxRVcDSRLBVa9KbgCAAAamdoqqF+yqmySVQFsojEQABqY0AoaR7WbA0vdEFiLStUQCAAA0KhkVdA4ehdcFSyy6q5EBVf5iqy6K7bgKt9K7FkusOpNwRUAANBIZFXQOGRV2SSrAthAYyAANBihFVARB0yL82dcUZGhqr1rYDkbAu0aCAAANAJ5FTSmdY+3RktUaCGrbR+MY446MdUpQym4+kKck/o8AAAAaoOsChqTrAqArNIYCAANQGAFRFRw18BbO3cLrNwugZVuDqzk7oCaAwEAgHokr4LGNrN9Y0bVXMTJaVdiX/SOgY8pkXvijoqNVS1WYgcAAOqRrAoam6wqu2RVABoDAaCuCa2A3srWHNjVDLjJlRccFedfUbnmQAAAAGqbrAoaW1eBVTdJe0SuHAVXeQqs5l3+VBzz6WmphhnsSuy9i6z2if1jftyfaqwsUXAFAADUA1kVNDZZVf2QVQGNbli1JwAAlFZbW1vXAyCf1tdaS/dmtz6Vtymw05UXHFW6sQZwflxRsbE+G6dXbKyIDbsGAgAAZJGsChrbzPaWrkd/kvYi33zHE/s+t+gdBVddn3d5/zlWfxYl5/T72j1xR78rr+8T+6ceCwAAgPKSVUFjk1UBUI/sGAgAdUJgBVRMgUbAajs/rogr44KKjPXZOD0+H9dWZKyIDc2BFyWnVWw8AACAoZBVQeMqVFjVnyGtxn5XuqyqFKux91dg1Vs9r8ZuJXYAACBLZFXQuGRVm8iqAOqTxkAAyDChFVCs1tdao2VUiuBrCM2AV15wVJx/xY+KPj8tzYEAAADVIasCKup/flrR4RYl58RfcvtXdMxap+AKAACoZbIqoKJkVVUnqwIa1bBqTwAASK+trU14BQxZ62utAx9061Ml2SHwyguOGvJ7AAAAUJtkVUB3bc2DyJzySNoHcdD//HTTo9O0P6Qea97l6fKuf+SOin/kisu39on9izoPAACA4siqgO5kVT3JqgDqj8ZAAMgQwRVQanmbAzubAUvQENhdJZsDz48rKjbWZ+P0io0VsWHXQAAAgGrrzKlkVUA+JS24yldg1VsZCq46C6y6F1lNjC1TjxNR3wVXuVyu2lMAAACQVQEFyap6klUB1BeNgQCQAYIroJxaX2stWzNgNWkOBAAAKD05FTBYQyq4GkyBVQnkK7gaaMV1BVd9KbgCAACqRVYFDJasqidZFUD90BgIADXKSlZAJVw0syUumtlSsfEquWtgRH03BwIAAFSSnAqohNywDY+iFLESe8SGgqt8K64XouAKAACgumRVQCXIqgDIgqZqTwAA6EloBVRC72bAQ+dMi1/OrsxugVdecFScf8WPyj9OXFD2Maopl8tFkiTVngYAAFDnZFXAULQ1t8bM9oEXpepTYDX1XyOeKWIF9ml/iHhqt0EffsGFv4mIiMfSjxQTY8t4Kf466OPnx/1FjJIdsioAAKASZFXAUMiqNpFVAdQPjYEAUCMEV0AlFNodsJLNgeVUzYbAz8bp8fm4tuxjdBJiAQAA5SKrAkqlUMFVwRXXiy24GkBngVV3u8ZB8Vjcnfq9Biq4qvcCq95kVQAAQLnIqoBSkVU1DlkV0Cg0BgJAlQmugEoo1BDYXaWaA0u9a2At7Q5YjubA7s2AvQmxAACAUpJVAeXQu+CqYJFVd8UUXOVZiT1fgVVvpSy4arQiq+5kVQAAQCnJqoBykFU1DlkV0Ag0BgJAlQiugHIbbDNgtZSiObCWGgK7K1VzYKGGwO6EWAAAwFDJqoBya2tujZa1Fcqrpv0hLjjmfyszVmwouLozSrcIVtbJqgAAgKGSVQHlJqtqHLIqoN5pDASAChJaAZUw1IbASu0aGFF8c2CtNgSWwmCbAXsTYgEAAGnJqoBKmXnZxrzqU0WcnHIl9mTLf42IiNlxU+qhilmJ/Tfxi9TjAAAA0JesCqgUWRUA9URjIACUmdAKqJRS7hBYyebAwcpaM2DaXQOLbQgEAABIS14FVEJXgVU3yRcjcmUouOossOpuzq8/FrMPLF/BVe8iq81iTKyOV1OPV68sYgUAAAyWrAqoBFlVY5NVAfVMYyAAlInQCqiUUjYEdlep5sCBdg3MWkNgdwM1B5a6GVCIBQAA9EdWBVRKviKr7kpZcJWvyKq7YguuCim06rqCq55kVQAAQH9kVUClyKpkVZ1kVUC90hgIACUktAIqpVzNgL1Vszkwyw2B3eVrDizn7oBCLAAAoDt5FVAJAxVY9TaUgqtkVbpTiim4yrcSe6EiK/onqwIAALqTVQGVIKuiP7IqoB5pDASAIRJYAZTGlRccFXHFtGpPoyzK2QiYjxALAAAam7wKqEudK7APsPJ6qewaB8VX46zU51mJHQAAoCdZFVCXZFUA1Ihh1Z4AAGRVW1ub4Aqomi+0tVZsrEPnVKBZ74ppddsUWC25XK7aUwAAACqoM6uSVwHV0HZh+qwq+eIgD3zmp5sKrSIi99efFjg4vzm//liq46+Yt0VcMW+L1ON02izGFH0uAABAPZBVAdUkq+pJVgVQ3+wYCAApCKuAWvKFtta4aGZLRcY6dM60+OXsp0r7phoBy87OgQAAUN9kVUAtabuwNWZeli6rSr4YkftUPy8+039RVe6vP40k5Wrsc379sZh94E39vp6vuGr1vFtjs2P+LdU4bCKXAgCAxiKrAmqJrIreZFVAvbJjIAAMghWsAEq4c6DdAQEAAIZEVgXUkz6rsfdadb0/pVqNfaAV11fPuzX1OBGNuxJ7kiRdDwAAoDHIqoB6IquqL7IqoBHYMRAA+iGwArKgkrsGDolGwKqxayAAANQHWRWQBcWsxB6xcTX2D6YvnirGnF9/LHWhVrGrsW8WY2J1vJr6vCySPwEAQGORVQFZIKvqSVYFUJ/sGAgAvVjFCsiaL7S1Vmys1LsG2h2wJuRyuWpPAQAAKJKsCsiatgvTZVW5fz0kcv96SFFjpS2ayh34s8gd+LOixkq7GvvqeLUhCq2suA4AAI1FVgVkjaxq4/GyKoC6ZcdAANhIaAVkWSV3Djx0zrT45eyn+j9AI2BNsnMgAABkh5wKqHd5i6vW3BAx8uT07/XXn0ay5b/2/3q+4qpjhkXM60g91kCrsTdCcVVvMicAAKh/siqg3smq6oesCmhEdgwEoOFZyQogvbw7B9odsObZORAAAGqbnAqoF/lWYu9cbb3giutrbihqvHyrsQ+44voxxf2oPN9q7I2y4joAANBYZFVAvZBVAVDP7BgIQEMSWgH1qJK7BkZs3DlQnxkAAMCQyaqAetR2YWu0/PEz6U8cwmrsqQuohrAaexzT/8rvjcZK7AAAUF9kVUA9klU1DlkV0Gg0BgLQUARXQL2rVHPgL295cONX7yj7WJSW8AsAAGqHrAqoVzNf7MynCqy4Xko37Lbxi8fLP5Yiq7xkTgAAkH2yKqBeyaoaj6wKaCQaAwFoCIIrgNLY1BC40XcejDhec2DWCL8AAKC6ZFVAPdpUYLVJMvFXkXupiIKrwazE3lVg1c07Z0Tcl7LgarArsSuyAgAA6pSsCqhHsioAGoXGQADqmuAKaESl3jWwTzNgb5oDM0lzIAAAVJ6sCqhH+YqsuitpwVW+AqveSl1wpchq0ORNAACQLbIqoB7JqugkqwIahcZAAOqS4ApodKVoDhywIRAAAIBBkVUB9WagAqvehlRw9a3/k/68YvQuuFJkVRQFVwAAUPtkVUC9kVXRH1kV0Ag0BgJQN4RWAD0V2xxYVEOgXQMzSfgFAADlI6sCGKKOi4s/t5iV2CM2FFzFEcWPCwAAUKNkVQBDJKsCoEZpDAQg04RWAKVRkt0BNQdmkuZAAAAoHVkV0CjaJrWWbyX23kVWJyyPuHmrVGNFROqCq53i0xERsSj9SPQibwIAgNogqwIahayKQmRVQL3TGAhAJgmuAAZnoF0DS9IQ2J3mwEwSgAEAQPHkVECjKnnBVaFV14stuBpAZ4FVz+emx6J4ouRjNRp5EwAAVIesCmhUsioKkVUB9UxjIACZIbgCKE6+5sCSNwQCAAA0GFkVQIkKrgoVWXVXTMFVnpXY8xVY9abgqjQUXAEAQOXIqgBkVRQmqwLqlcZAAGqa0AqgNL7Q1hotf1xdmcHsGphJwi8AABiYrAqgNJKJv4rcX/+7MoO9c0bsdN/hlRmLPmROAABQPrIqgNKQVTUOWRVQj4ZVewIAkE9bW5vwCqBEdmxpiR1b0q2GNWTfsSNhFuVyuWpPAQAAapKsCqB/bZNaUx2fW73hUZQTlqc6/LL77orL7rurqKF2iulFnQcAAFBusiqA/smqAGg0dgwEoGYIrABKJ18j4N+Of0dM0LAHAAAwKLIqgMFrm9QaM1/sf2GqvMVVr3trxCtFrMR+wvKIm7fq9+V8xVUnxqnx7fg/qYfaKabHongi9Xn0ZCV2AAAYOlkVwODJqihEVgXUGzsGAlB1VrECKJ2Bdgf82/HvqNxkNCFmkl0DAQBodLIqgOLkW419wBXXX/fW4gbLsxr7QCuunxinFjcWJSFzAgCA4siqAIojq6IQWRVQT+wYCEBVCKwASqdQI2A+Fd058DsPRlSyGZGSsDIWAACNRlYFUBptk1qj5S/psqqhrMZ+2Ym/T3VKMauxW4m9dGROAAAwOLIqgNKQVVGIrAqoFxoDAagowRVAaaRtBqwqzYGZJPwCAKARyKoASufMmRvzqr9UYLD/3qoCg2yi4AoAAKgEWRVA6ciqAGgUGgMBqAjBFUBplKohsKK7BgIAANQQORVA6XQVWHXztvdH/N/bUr7RYFdi71VkdeHJB8dlN9yVaqi0K7ErsgIAAMpJVgVQOrIqABqRxkAAykZwBVAa5dodsKLNgXYNzCS7BgIAUE9kVQClka/AqreSF1wVWHW9HAVXCqxKT8YEAAA9yaoASkNWRTFkVUA90RgIQMkJrgCGrlzNgL1pDmQgmgMBAMgyORVAaQymwKokehdcFSiy6q5UBVeKrEpLpgQAAD3JqgBKQ1ZFMWRVQL3SGAhAyQivABiQ5kAAAKAC5FQA1VfUSuwRGwqu7nmq5PPJ58Q4NS6MUyoyViNRZAUAAD3JqgCqT1bVuGRVQL0bVu0JAJBtbW1tXQ8ASmdxa2vFxvpbpRr1jn+HpsCMyuVy1Z4CAAAMipwKoDy+2lZcVvW296c8ofWpDY8iXHjywemOj1MUWpVYkiQKrQAAoBtZFUB5yKoYDFkV0CjsGAhAUYRWAOW3uLU1dmxpqchYfzv+HTHhOw+W/o01AtaNXC4nLAMAoGbJqgDK76ttrXHmzDJkVfmKqzaPiJfTv9WFJx8cl91wV/+vK64qK/kRAABsIKsCKD9ZFQORVQGNwo6BAKRiJSuAysrszoF2B6xLdg4EAKDWyKoAKquY1djzrsTeudp6oRXXN089VETkX43diusAAEAlyKoAKktWBQB2DARgEARWAAyKRkAAAKACZFUA2fO290f839kFCqv6M4TV2OOGaelPZMisxA4AQKORVQFkj6yqcciqgEagMRD+f/b+Pk6uur4b/9+TEEIIIQiCgDdB8YYqKnSXr9hq0RIoaK14A2oVjGJbW6qk9EapclWFGm2VL6234M/ipbag1sviDbVgr+JNFb/sShCh2lREUBKoKKEBDBj298dmNrOzZ2fmnDnnzDlnns/HYx9sZufM5+ySaObF+/X5AIsSXAFUw01TU/GYyclS1vrpac+MfT/61cEvUAYcOwIzAABGRVYFUA1/Mz0VZ04MnlX9+99fWeDdLHTqhedHRMTHSl2VTmnyo1arNe/XcicAAOpCVgVQDbIq+pFVAU2nGAjAPEIrgGqqXDlQIXCsKQcCAFAWWRVANfUbuEocsDr8pojvPCb9YgPsxN4esJr3WJwRH4v3pV+PUnQPWXU+LncCAKCqZFUA1SSrYliyKqDOFAMBiAjBFUAdjLwcqAxIB8EXAABFklUBVF/SwFXfHddzHLhKGrDqZuBqdBbLjhYbsgIAgCqTVQFUn6yKXmRVQJMpBgKMMaEVQP2UXg4sZSUAAABZFUAd/c30VEx+t88W6d2GGLg69R39B6yojs6BqzRDVjakAgCgCmRVAPUjq6IXWRXQVIqBAGNIcAVAP/vGv+787NiR3gfVJvgCACAPsiqAepps78D+3T47r+fhHYfu/OSM1JfaiX20su66LncCAGBUZFUA9SSrYhCyKqCJFAMBxoTQCqA5ijw1cFchsO1fQzmQXgRfAABkIasCqKe5AatOLz8u4u9TDlwNuhP73JDVrI/F++JUA1cAAEDOZFUA9SSrAgDFQIDGE1wBNFPe5cCFhcBOyoEAAEA+ZFUA9ZQ4ZNUp74GrriGrTlkHrqgfG1IBAFA0WRVAPcmqGAVZFVBVioEADSS0AhgPeZQDexcCOykHsjjBFwAAvciqAOqp74BVtzwGrnoMWXXKMnBlJ/Z6kjsBAJA3WRVAPcmqqAJZFVBFioEADSK4AmAQg5cBYXCCLwAAusmqAGrqrrvKXe/wmyJecVwpSxm4AgCA8SWrAqgpWRUA9LRk1DcAwPCmp6eFVwBj6qapqYGfu2/865ClQIVCemu1WqO+BQAAKkBWBVBTd901b9Bq6l+/lP41Xp5uaGrpK34WS1/xs/TrRKQemvpYvK/UQauZmRmbKAEAQAXIqgBqSlaVK1kVQHM5MRCgpgRWALTdNDUVj5mcXPTr+Z4Q+K8RcWyOrwcAADSFvAqgpnrsuj71r1+KyWPXpnu9lx8X8fdXLvrlpOGqpfHJ2BGnpFsnZgeoTo0zen69bN0DVjMzM4VvptRes4xNm0axFgAAZCGrAqgpWVWuZFX5rwVQNYqBADUjtAIgSVI5MN9CYCflQBbXarUEYQAAY0ZeBVBTPYashpYwcNVvt/U8B66qMGTV/bW8h5OS1itqsKvMtRZbDwAABiWrAqgpWVWuZFXFrgdQJYqBADUhtAKgn5umpmJycmtJqykHsjjlQACA5pNVAdRUhgGrTDuxR0S8/LhY2vpkqkuGGbgalbIzkH7r5TkEVeZag6wHAACLkVUB1JSsKneyKlkVMH4UAwEqTGgFwKAmftg+LbCoUwIBAADkVQDjKvXA1ac+tfOT9MMzWQeuypZ2MGjYwaQ06w2zVtnfV5Y1AQCgTVYFMJ5kVQvJqoZfK+uaAKOmGAhQQUIrAAaxqwy4y8ynj43Wi8oqBzo1EAAAxoGsCqBB9tkn007sA5kbsNplxydbsfSUZg5ctVqtUgeT0q6Xdq1RDDwZsgIAIAtZFUCDyKpyI6sanqwKqCvFQIAKEVwBMIikQmAn5UBGSUgGANAcsiqAhso4cJW4E3vCgFU3A1ej02/gKq97r8NgFwAA9SerAmgoWVVuZFWDrVPUugCjohgIMGJCKwAG0a8MOFrKgeNOQAYA0ByyKoAxMczA1U9/lvvtLKaJA1dl7sS+2HpFZDllDXYBADBeZFUAY0JWlRtZ1eLrFL0mwKgoBgKMiOAKgH6GKQOWe2og40pIBgDQHLIqgDGUcuBqbgf2AXZe75ZlJ/aqD1l1GnQIKuuQVZa1OpWV4ZQ12AUAQPPJqgDGkKwqN7KqXevIqoBxoBgIUCKhFQCDyOt0wHLLgU4NHBcCMgCA5pBVAdBv4GpuwKrTyScXOnBVpyGrTr2GoPIYsqoL2REAAFnJqgCQVeVHVjVLVgWMA8VAgBIIrgDoJ68yYDflQPIiKAMAaA5ZFQDzJAxcJQ5Zdco4cNVLXYesOnUOXBU5YJVlJ3YAAKgqWRUA88iqciOrAhgPioEABRFaAdBPUWXA0VIObBKhHQBAc8iqAOhpn31iciJlVpVh4CppJ/YmDFl1KmvHdQNXAADUmawKgJ5kVbmRVQE0n2IgQM4EVwBUTbmnBkYoB9afoA4AoDlkVQBUzY5PtiJOOXnUtwEAAIyArAqAqpFVAVB3ioEAORBaAZDF9Jqp0k4NLK8cqBBYZwqBAADNIKsCIIup6anid2Lf9th0rw8AANSerAqALGRVADCYJaO+AYA6m56eFl4BMJTpNVOjvoWcHBtKgfXXarVGfQsAAAxBVgXAsKamM2RVJ/fZUX3bY3d9tP3dtenXYc7MzIwNngAAqDxZFQDDklXVg6wKYLScGAiQksAKgLrK/9RARcAmarVawjoAgBqRVQGQt9x2Y++34/rfXRvx6iPTrTPG5DUAANSBrAqAvMmqqklWBVAdTgwEGJBdrAAoSpmnBs58Oo8yn9MBAQBg1GRVAFTOyScn77jei93Y+7LjOgAAdSCrAqByZFWFkFUBVI9iIEAfgisAylCPcqBC4LhotVqjvgUAABYhqwKgDFPTKbOqO3d+kBtDVgAA1IGsCoAyyKpGT1YFUF2KgQAJ2qGV4AqAMpVZDhzcsaEQOJ6UAwEAqkVWBUDZ+g5c3RkLh6x+68j0C9mJPZFsBgCAKpNVAVA2WdVoyaoAqksxEKCD0AqAcdH/1EBlQIR6AABVIK8CYJQSB6767bhu4Co3shkAAKpGVgXAKMmqRktWBVBNioEAIbQCoDrKPDUwuRyoEAgAAKPWzqrkVQBUwdT0VPKO670YuMqNgSsAAEZNVgVAlciqRktWBVA9QxUDN2zYEK1WK9avXz/32O233x7r1q2Lgw8+OPbcc8844YQTYtOmTT1f54YbbogXvehFccghh0Sr1YoLLrggca2jjjoqVq1aFQcccECcdNJJ8b3vfW/ec9atWxetVmvex9FHHz3Mtwg0mNAKgKoqvxzY+QHzCfQAAMojqwKgaiYPmIzJAybLW9DAFQAAVIasCoCqkVUBwEK7Zb3wmmuuiYsuuiie8pSnzD02MzMTJ510Uixbtiwuu+yy2HvvveP888+PtWvXxo033hgrV65MfK177703HvOYx8TJJ58cf/RHf5T4nC9/+ctxxhlnxFFHHRW/+MUv4k1velMcf/zxC173hBNOiIsvvnju17vvvnvWbxFoKIEVAMxq3Xflzs+OG+l9UH2tVitmZmZGfRsAAI20cePGuX8uWTLUXn4AkJsFA1b3RsSeKV/kt46M+GyK4alXZ9i5fUzIZgAAKIu5KgCqSFZVLbIqgGrJVAzctm1bvPzlL48PfehDcd555809vmnTprj66qvjO9/5TjzpSU+KiIj3v//9ccABB8Qll1wSr3nNaxJf76ijjoqjjjoqIiLe+MY3Jj7ni1/84rxfX3zxxXHAAQfE9PR0/Nqv/drc48uXL48DDzwwy7cFNJzgCoA6mV4zFRM/zH+Hq11lwA4fvzLiFcqBjE7339MmJiZGdCcAAOWRVQFQRT13XC9i4MqA1cAMXAEAUCRZFQBVJKuqLlkVQHVkKgaeccYZ8dznPjfWrl07rxi4ffv2iIjYY4895h5bunRp7L777vG1r31t0WJgFlu3bo2IiH333Xfe41dddVUccMABsc8++8QxxxwTf/mXfxkHHHBA4mts37597p4jIu6+++7c7g+oBqEVAHWWZzkwsRDYSTmQPvIO9Hr9PW16elo5EABoJFkVAFXVc8hqWEkDV4asMjFwBQBAnmRVAFSVrKoeZFUA1ZC6GHjppZfGt771rbjmmmsWfO2www6LNWvWxNlnnx0XXnhhrFy5Ms4///zYsmVLbN68OZcbjoiYmZmJs846K57xjGfE4YcfPvf4iSeeGCeffHKsWbMmfvCDH8Q555wTv/7rvx7T09OxfPnyBa+zYcOGeOtb35rbfQHVILQCoEmGKQf2LQN2Uw6kjzwCvUH/rqYcCAA0ibwKgCrKNGCVZSf2iNmBq4dmuA4AAMidrAqAKpJVAUA2qYqBt956a5x55plxxRVXzDsVsG3ZsmXx6U9/Ok4//fTYd999Y+nSpbF27do48cQTc7vhiIg//MM/jG9/+9vxta99bd7jL3nJS+Y+P/zww2NycjLWrFkTX/jCF+KFL3zhgtc5++yz46yzzpr79d133x2PfOQjc71XoDxCKwDIUAaElLKUA7P+PU05EACoM1kVAI2VcuDq6Id+LCIiro5Ti7kfctVqteb92q7vAADNIKsCoLFkVY0mqwLoL1UxcHp6Ou644455g5k7duyIr3zlK/He9743tm/fHhMTE7Fx48bYunVr3H///bH//vvH0572tJiczOdI39e97nXx2c9+Nr7yla/EIx7xiJ7PPeigg2LNmjWxadOmxK8vX7488SRBoD6EVgCMg0FODcytEOjUQHLi72kAwLjy9yAA6mLqjqlsO7EPoD1gNe+x+JiBqyEUPfTUPWTV+biBKwCA+pJVAVAXsqp6kVUBVEeqYuCxxx4b119//bzHXvWqV8Vhhx0Wb3jDG2Lp0qVzj69evToiIjZt2hRTU1Nx7rnnDnWjMzMz8brXvS4+85nPxFVXXRWPfvSj+15z5513xq233hoHHXTQUGsD1SKwAmAcJZUDCzsdUDmQPnqFbHn/Xc2pgQBAHcirAKirzANXCTuxJw1YdTNwlc6oBqySnmfgCgCgPmRVANSVrKraZFUA1ZSqGLhq1ao4/PDD5z22cuXK2G+//eYe/9SnPhX7779/POpRj4rrr78+zjzzzDjppJPi+OOPn7vmtNNOi4c//OGxYcOGiIi4//7748Ybb5z7/Mc//nFs3Lgx9tprr3jsYx8bERFnnHFG/MM//ENcdtllsWrVqtiyZUtEzBYQV6xYEdu2bYu3vOUt8aIXvSgOOuiguPnmm+PP//zP46EPfWi84AUvyPjjAapEaAXAuJteMxWT3/1ZOYspB9JHZ8hW9N/TlAMBgCqSVQHQFMMMXB39qP4DVqRTxlDToENW3dcYuAIAqC5ZFQBNIauqFlkVQPWlKgYOYvPmzXHWWWfF7bffHgcddFCcdtppcc4558x7zi233BJLliyZ+/Vtt90WRx555Nyv3/Wud8W73vWuOOaYY+Kqq66KiIgPfOADERHxrGc9a95rXXzxxbFu3bpYunRpXH/99fHRj3407rrrrjjooIPi2c9+dnziE5+IVatW5f1tAiURWgHArIkbdgZeSws6JRAyKPPvasqBAEAVyKoAaKrUA1df3LTzk6tTr2Un9oUMMQEAkIWsCoCmklWNlqwKoF6GLga2i3ttr3/96+P1r399qmsOOeSQvv8H0u/rK1asiH/5l3/p+RygPgRXADBrrhC408yO46JVVjnQqYEAABARsioAxkPfgau5Aatdrr7o6Dj6dw1cZVW3ISs7sUfEYzp2sL9pzH8WAMDIyKoAGAeyqvLVLfeRVYWsCoiIAk4MBMhKaAUAu3QXAjspBzJqU1NTI1nXqYEAQNnkVQCMm8SBq4Qhq05ZB67GVRWGlWZmZqLVavV/YoKxHbh6TMLP6zEtA1cAQKlkVQCMG1lV8aqQ88iqMpBVAR0UA4GRE1oBwC69CoGdlAMZhVEVAjspBwIAZZBXATDOpu6YislvrU51TZaBq3Hbib1qA0oGrgaUNGTV/XUDVwBAwWRVAIwzWVUxqpbtyKoGJKsCEigGAiMjtAKAWYOWAWFUqlAI7KQcCAAURV4FwLibPLCdU/XeeT0v4zBwNTZDSU3Tb8iq+7kGrgCAAsiqABh3sqr8yapqSlYF9KAYCJROaAUAs4YtBDo1kKJVrRAIAFAUeRUA427XkNVOz3lcxOXpBq7S7sTe9CGrtirvWG4n9gRphqwAAAoiqwJg3MmqilPlTEdWlUBWBQxAMRAohcAKAHbJ84RA5UDyVpcyoFMDAYA8yKwAGHcLhqw6FTBwNS4DVt2qPJhk4Cpi+nnPm/s8c9pkJ3YAIAeyKgDGnayqHFXOdGRVsiogPcVAoFACKwDYJc9CYCflQPJQl0JgJ+VAACALeRUA9Bmy6pTTwNW4Dll1aspgUpN0DlnlwsAVAJCBrAoAZFWjIKuqHlkVkJViIFAIoRUAzCqqDNhNOZCs6lgI7KQcCAAMSl4FACmGrIZ09UVHR/zu40pZi+GN007s/Qaspp/0mzFxw+ezL2DgCgAYkKwKAGRVJJNVdXxdVgUMQDEQyJXQCgAaTiGwMepeCAQAGISsCgBykHYn9puWFHcvNTfoYFL34FPRw0xZB606r6/6wFWaHdeHHrgCAFiErAoAciCryo2sanRkVUCe/D8dkIvp6WnhFQAkmH5SeeWrmR0FlvZecZxSYANMTU3NfTTKFcMFggBA88iqACDZ1JaMmcBz+uyoftOSXR9tb/x+trUartdgU6vVSvz6sMNQaddrivbfCbP8vXD6Sb+Zfd1zzsl8LQDQTLIqAEgmqxo9WVV5ZFVAURQDgcyG+QsKAIyTWpcDFQIb4aadH00zcedkTNw5OfsL5UAgIjZs2BCtVivWr18/99jtt98e69ati4MPPjj23HPPOOGEE2LTpt47SN5www3xohe9KA455JBotVpxwQUXJK511FFHxapVq+KAAw6Ik046Kb73ve/Ne866devm/uNF++Poo4/O41sFEsiqAGAwuQ5cdQ9YdTNwlahzwKnz/cKg1+Sxft5DVlUZ2hrl3wmnX/7mmH75m2c/N3AFhKwKxp2sCgAGI6saPVlVcWRVQBkUA4FUhFYAkE3tyoEKgbV3UywsBO47OTmiu8nXvEJgJ+VAGGvXXHNNXHTRRfGUpzxl7rGZmZk46aST4qabborLLrssrr322lizZk2sXbs27rnnnkVf6957743HPOYx8Y53vCMOPPDAxOd8+ctfjjPOOCOuvvrquPLKK+MXv/hFHH/88Qte94QTTojNmzfPfVx++eX5fMNARMiqAKB0z3lc8o7rvRi4SpRl4GnYgaaid10f1cDVxo0b5/0z0Vvekvp1B92JvXPIat7jBq5grMmqYDzJqgCgZLKq3Miq8jPQ3wllVUCOdhv1DQD1ILACgDGgCNgI/U4G3HdyMn46VV5RNS+JRUCAnbZt2xYvf/nL40Mf+lCcd955c49v2rQprr766vjOd74TT3rSkyIi4v3vf38ccMABcckll8RrXvOaxNc76qij4qijjoqIiDe+8Y2Jz/niF78479cXX3xxHHDAATE9PR2/9mu/Nvf48uXLFx3Y6rZ9+/bYvn373K/vvvvuiIh44IEH4oEHHhjoNaqs/T004XthtHoOfNfQgw8+OO+fwCx/NmChPP9c/H+3/X9xzMOOSXfRF66b/efSHekXXLEi/TUkyvL36dWrV0dExIoS/j2U+ff99t8LB/6z8b/+V8SGDanWuOaIF8QR//HFxK9tPOVP+1//F38RR7x54SAWFM178PTy/Fk1PasC5jNTBQDDm9oyFZMHppwLuUzBr66qcppf3lL/vfAtb0ldEJx+0m/GxA2fT/5aQhlwwXPOOScmzj031ZpA9SkGAosSXAFAvqafNBUTN5RTbprZcVy0ll452JMVAmuvXxmwW53KgakLgVe0Io6fKeZmgMo644wz4rnPfW6sXbt23rBVe3Bpjz32mHts6dKlsfvuu8fXvva1RYetsti6dWtEROy7777zHr/qqqvigAMOiH322SeOOeaY+Mu//Ms44IADEl9jw4YN8da3vnXB41dccUXsueeeud3rqF155YB/R4Exs2XLllHfAlSSPxuwUF5/Li657ZJ0Fxx8485/Zlks5VosKsvJTpeU+PMf5clTA/3ZeOUrU7/ubZH+mnnXO42LEfIefHD33ntvbq/V9KwKmGWuCgDyNXA5sLsQ+MiIuDXlYm/8fsQ7Dk15UTPNzMzO2GQt67VarbnX6Pe8Jpp+8pN3/eIjHylnza5y4CCFQKDZFAOBeYRWAFCsSpUDFQJrLW0ZsG6GOiFQORDGyqWXXhrf+ta34pprrlnwtcMOOyzWrFkTZ599dlx44YWxcuXKOP/882PLli2xefPm3O5hZmYmzjrrrHjGM54Rhx9++NzjJ554Ypx88smxZs2a+MEPfhDnnHNO/Pqv/3pMT0/H8uXLF7zO2WefHWedddbcr+++++545CMfGccff3zsvffeud3vqDzwwANx5ZVXxnHHHRfLli0b9e1QE007HTDJgw8+GFu2bIkDDzwwlixZMurbgcrwZwMWKuLPRc9TA9snBC7mxxkWPP+pGS6qv3Y5o1v7JL+qvOYwFrufvGx8+tMXPviBD0REhj8bKU8NnNM56JWSUwMpm/fg6eV1Gt44ZFUwzsxVAcAI9TohUDkwlaQi38zMTCHlwFEVAgcpKw5jeoicaJ4MpwZGzJYD44gjMi3p1EBoHsVAICIEVwBQppGXAxUCay2vQmAVTw0cqgzYTTkQxsKtt94aZ555ZlxxxRXzdlpvW7ZsWXz605+O008/Pfbdd99YunRprF27Nk488cRc7+MP//AP49vf/nZ87Wtfm/f4S17ykrnPDz/88JicnIw1a9bEF77whXjhC1+44HWWL1+eOIS1bNmyRg3xNe37oRjtrGqcykBLliwZq+8XBuXPBiyU55+Lr/73VxfuxN5ryKrTjgwLnvmdsRm4GmT46N577808HLX77rsPvaP7sMocsEr8Hf/qV8/biX3gPxtvelOqgauln5/dgX3Hk5408DXdvv22txm4YiS8Bx9cHj+nccmqYByZqwKAciSeGjhoVpXFGJUDB8lx8ioHjkNWlWjdumynBqYsB85lVRmLgRHKgdA0ioEwxoRWADAeZnYcF61XjvouGEZRpwNWpRyYayEQGCvT09Nxxx13xMTExNxjO3bsiK985Svx3ve+N7Zv3x4TExOxcePG2Lp1a9x///2x//77x9Oe9rSYnMznf3te97rXxWc/+9n4yle+Eo94xCN6Pveggw6KNWvWxKZNm3JZG5pGVgUAozG1ZSomv/mQ9Bdm2Yk9ovEDV0UPIHUa2yGrTuvWRfzd3+V+D+0Bq3mPnXde7Bji5D8DV9B8sipoFlkVAIyGrCpfsqrhpc6qspQD+5BVAb0oBsIYElwBwOiVdWpg68Frdn52VOFrka+iyoDdRlkOLLwQ6NRAaLxjjz02rr/++nmPvepVr4rDDjss3vCGN8TSpUvnHl+9enVERGzatCmmpqbi3CED7pmZmXjd614Xn/nMZ+Kqq66KRz/60X2vufPOO+PWW2+Ngw46aKi1oWlkVQAwOpOP3/ne/JsZd15POXC13zuOjoiIO7OtVgudu6MPYpid2MtUxhDZgxvbP4fD0134+78fcc456a5J2Ik9acCq27ADV0CzyaqgGWRVADA6sqr8yaqyy5xVZSkHyqqAISgGwpgQWgFA9RRVDtxVBuxw8TURr1IOrINf7PznLSO9i+KUfjqgciA02qpVq+Lww+eH8CtXroz99ttv7vFPfepTsf/++8ejHvWouP766+PMM8+Mk046KY4//vi5a0477bR4+MMfHhs2bIiIiPvvvz9uvPHGuc9//OMfx8aNG2OvvfaKxz72sRERccYZZ8Q//MM/xGWXXRarVq2KLVu2RMTsUNeKFSti27Zt8Za3vCVe9KIXxUEHHRQ333xz/Pmf/3k89KEPjRe84AWF/2ygDuRVADAacwNWnU49NOJjGQeu+mgPWM17LPaPO+O/C1mvCpo0cFXukFXJ3vKWWJrhhK5hBq7e1npP/K+Z12W6Fqg+WRXUm6wKAEZDVlU8WVU6siqgbhQDoeGEVgBQbXmWAxMLgZ2UAyvtF12/flSUVw4s49TAJ6/c+fu8ydusAZW0efPmOOuss+L222+Pgw46KE477bQ4p+skiVtuuSWWLFky9+vbbrstjjzyyLlfv+td74p3vetdccwxx8RVV10VEREf+MAHIiLiWc961rzXuvjii2PdunWxdOnSuP766+OjH/1o3HXXXXHQQQfFs5/97PjEJz4Rq1atKuabhZqQVwHAaCQOWXXKOnCVsBN70oBVNwNX1VXWfS82ZHXkx74T156acif2ivvCeQfMfW7gCsabrAqqR1YFAKMhqyqXrKq/XLOqLKcGlkhWBc3Smqnr/8IX4O67747Vq1fH1q1bY++99x717cBQhFYAUB/DFAP7lgG7KQZWSncZMEmZJwfmXQ6cKwN22X0UxyE6NRAqRw7TX9N+Rg888EBcfvnl8ZznPCeWLVs26tthBORVyR588MG47bbb4uCDD543+Anjzp8NWCjLn4u+A1ZJMu7Gvt8Z/QesujV52Coi/dDSqHdiH/WQVbdBB64eXL48bjvnnDj43HNjyYUXpr6fLDuxR0Tfndg7B6y6GbaiaN6Dp9e0HKYIfkY0jawKAMonqxotWVWyvLOqeTKUA2VVQES6HMZ/SYUGmZ6envsAAOpj+knpylitB6+Z+0jt4gzXkLtfxGClwLLtmzFY6vbklZOLlgIjIu5/VC7LpHPFaMNKABhn8ioAKN/EiZMxcWLG9/mnHpru+WccOvuRwX6xf+prZmZmarO7edrhqVF8X+2fZxlrP7ixNfCgVcTsbuyprVuX+pIdGTfLWnreeQse+8J5B8x99PK21nsyrQkADE9WBQDlk1VVg6xqPlnVLrIqqLfdRn0DwPCEVQBQf9NPmup7cmCmImCSi69xcuCIZCkDPirKPTUwq15FwCT3P2oEJwde0XJyIACUSGYFAOVKGq6aOTSilWVT9VMP7b0be8Jw1Z3x35mGp/aL/Qfajb17GGhmZmbku5YPotVqVXI4rKx7uv+7u/4dlTacsG5d6t3Yd0xNZdqNfel558Vn429TXxcxO3BlN3YAKI+sCgDKJauqJlmVrGoxsiqoL8VAqDGBFQA0S1I5MLcyYDflwNLkcTJgmeXAfScn46cpdp5KWwgEAJpNXgUA5eu323quA1d9dlvPOnDVS6+hoCYOXBX9PY1iyGoYR37sO3HtqYcPfkHKIathnBJPioiIV5S2IgCQlqwKAMonq5JVpSGryo+sCsaXYiDUjMAKAJpt+klTMXl99XZlIr08CoGdqlQOzKsM6NRAAGgGeRUAlK/fgFW3oQau9k53SZaBq6Sd2Ku4c3lZihi4KuPn2W/A6hd7ROz28/Sv23fg6gMfiLjtttl/DmHQndjbQ1ZtH48L4xXxe5nWtBM7AORPVgUA5ZNVNZusar6+WVVOZUBZFTCoJaO+AWAw09PTgisAaLjJTZMxuanE09cuLug0wjH3i8i/FDgK+yYES09eOZn7CYH3PyrXlxvMFdXfnQ0Aqq6dVcmrAKDB/u77sx8laQ9ozczMpBoMaupQVl7fV9qfZxb3f7c18K7rv9gj2xpHfuw7Cx/8yEdy33V9R4/Nsk6JJy0YtGr7eFyYec23td6T+VoAYJasCgDGgKxqpGRV88mqgCpxYiBUnMAKAJpvQRlwj6Mifl5Sae/iayJedVQ5azVYWUXAMk8NjJgtBz78P4pfZyQnBwIAmciqAKAapv95qrid2LsHrC74fsT6Q1OtlXYn9s4d2FutVurhoLS7lrdfP++dznutVbai123dtetntz3ltUPtxr5j8WGovHTvxr7YgFW3YXZjBwCykVUBQDXIquaTVZW/rqxqIVkVjA/FQKggoRUANF/fkwHLLAeS2cyps//c8bHy1iyrHPiFnXnc7363hMWi/HJg65IvxszLTihvQQCoMVkVAFRT7gNXvXZcL2DgqnPAqluWgat+kl4v7ZDWsOtleY2s91fEz7BzwKpsZQxZddoxNRUvm3xlaesV8e8LAJpKVgUA1SSrSkdWNTxZVXFkVVAvioFQIYIrAGi+voXAUXBqYCrtMmCnpaeWWw4s0he6Mp2LDiuvHFiG1p3/vOtz5UAA6ElWBQDNtGDgqteQVaecBq56DVl1Sjt8kjSYNMj1eQ9cFTEkNsqBq0EGrJYfGLF9S7rXHXQn9rKHrCIinjl5TEREPCIOSX1t2p3Y/yJeP/e5gSsA6E1WBQDNJKvqf90wZFWDkVXNklVBPSkGwogJrQBgPGQqBJZ5aqByYF9JhcBOZZYD8z41sLsM2K2scmCRpwZ2FgLnPa4cCADzyKoAoF6y7MQesXPg6k0DDlkNadDhqjyMclClyLVHMXCVdsf1vAeuyh6yag9YdfpR3FzIwFXngFU3A1cAMJ+sCgDqRVY1n6xqIVnVYGRVQBqKgTAigisAaL5cTgdUDhypfmXAbnUrB/YrBI5C3uXAxQqB856jHAgAsioAqLG0A1et/3fnJz/JsFjKndhXxMqIiLgv7smwWHmDJ8PuxF7kPea5Q/xA631oxewnJ5ezXvfAVRWGrDrlOXDVa8iqk4ErAJBVAUCdyaqGJ6vqWE9WNY+sCkiiGAglEloBwHjIpRDYqcxyIBGRvhDYqQ7lwCyFwLJODYzIpxw4SCEQAMadrAoAxsfcgFWnhx4a8ZMMO7H3GbhqD1h1P9bkgasi7jHPIatB7m9uyGoIWXZij5gduLr+nvKGrPoNWHUbZuBqU9yQ+joAGFeyKgAYH7Kq/mRVsqrFyKqAboqBUALBFQCMh9wLgaMwxqcGDlMGrIM8TgcssxyYxTBlQKcGAjBOZFUA0DxJO7EnDlh1y3HgKmnIqvvrVR+4GkYe91jkjuuL3d+iQ1af2iPi5J8nf62HtANX3/+lnZ+UMGv11snvFL/ITsMOWdXh9zwA5EVWBQDNI6saPVnVLFnVLFkVNJtiIBREaAUA46G0MmCZpwaOWTmwiEJglU4NzKMQ2KmscmCaUwPzOh1QORCAJpNVAUDzTf/zVEx+N0NWNcTA1Yr1T0l1yTADV2UYZif2YZS1ZucAz0C7rmccuOpnbsCqw56Tk3HvVP4TV0kDVmvjffGlOCPV6wy6E3ueu64buAKgyWRVANB8sqrhyaq6yKrmyKqAToqBkDPBFQCMh4kv7AyuHl/iosqBuSnjdMBRlwPzLgSOQr9yYF6FwHmvqRwIQMPIqgCAIvze+g9GRMRHS1yzrMGTYQau6jAcM9CQVacMA1dJO7EnDVh1y2vgapDd1vMeuMpzyKpTHX5PAUAasioAoAiyqmR1yBVkVbNkVcAwFAMhB0IrABgPc2XADjP/GdEqsxxYBoXA3JRdDvxASblLWacGRiSXA4soBAJAk8iqAGB8TR1W3E7s7QGrTqfFH8RH4/2plhpmJ/Y6DJ7U4R7LsPzAiBsfkv66YQau3nHMjfHAfZkuHVj3wFVRQ1YA0CSyKgAYX7Kq0avDPZah7KxqkDJgHmRVQIRiIAxFcAUA4yGpENip1HJgUacGNrgMGFF+IbBTGeXAvx9Bfld2OXD5teWVAZ0aCEBdyaoAgIh8B66SBqy6NXHgapid2CPS3+Ow6w3kY/82+8/7Tkx/bcqd2H+yc8jqjvQrpTb5fx4SK5bsiEsmb0t9bZad2CNmB66y/v7NwgAfAHUlqwIAImRVeZBVdal4VhUR8bwM18qqgKwUAyEDwRUANF+/MmC32pYDG1wIHGUZsFsR5cCkMuDeEXF3vsuM3PJf+pfZT/7hwVLXVQ4EoE5kVQBAt2EGrn7vFX+a/w0laPrAVSXWaw9YdVrxz4UMXP0kYcf1AyLbwFW/ndjbA1Z5SDtwVeaQVScDVwDUiawKAOgmqxqerKpLxbOqz/35M+N5b/9q6rVkVUAWioEwIKEVAIyHtIXAkRmmHNjgMmBEtQqBReh3OmCZ5cCiTg2cKwN2+u0lyoEA0EVeBQDk6RGvOCTztVl2Yo8wcFWYpCGrTjkOXCUNWXXKc+CqXyHwn//4V2LteV/PsFpvoxqw6mbgCoCqk1UBAHmSVS0kq+pS8awqazmwH1kV0K0140/jnLvvvjtWr14dW7dujb333nvUt0NFCK0AoPnyLAOWdmpgRLpiYMPLgBH1KARmPTWwXxkwSZknB+ZVDkwsBHYruRwYEcqBUBA5TH9N+xk98MADcfnll8dznvOcWLZs2ahvp9bkVc3y4IMPxm233RYHH3xwLFmyZNS3A5XhzwYslOXPxSA7sScNWT03Tk57exERqQau8hpgKfo/d6cdthr2fjIPd/UbsEqSZeAqIn7yu4vvxr6YLANXERFP/PPv933OiiU74pLJG+NlU0+M+x5cmmngqnsn9qoMWCUx4sEgvAdPr2k5TBH8jFiMrAoAGJSsaniyqoWqllV1k1UBWaTJYZwYCIsQWgFA8xVxOuDMf5ZYDhzk1MCGFwLrUAbstPTUdOXALIXAURjm5MCByoCdRnByIABUgawKAMhi6rCpRQeueu26/oX4VOaBq16KGGApemfqQXdiz+seUu/8vl97GOmW9Iul3I19ZsPskNWd6VdK7YkX7fzk5hIWi4i18b74XKwrZzEAaABZFQCQhaxqeLKqXWRVALMUA6GD0AoAmq+IMmC3kZcDG14GjKhfIbBTv3JgXmXAvaPcUwPTSF0GHLHWJV90aiAAIyOvAgCG1T1w1WvIqlOWgavT4g8W7MRe5d2sB9VrAGokO2Lvl7Az+fpHRVyQ/8BVe8Bq3vKPjrjzB+mWOSAG24l9bsiq7ZBDI25OtxP75/78mal2Yq/bkFXRA4YA0IusCgAYlqxqeLKqruVlVSMlq4LRUwyEEFoBAPkrvRz4spLWGrE6FwI7JZUDizgdsMxy4CCnBuZWCBzBqYHKgQCUSVYFAORt6rCpOGnyxaWsdVr8QVwYf13KWmXqHrgqfef3pAGrbjkOXCUNWc27nZwHrhYMWXUqYOCqbgNW3QxcAVAmWRUAkDdZ1fBkVV23I6saKVkVjJZiIGNNcAUA42f6uVOlnBpYmjEoBDalDNht6akRH/1o8euMuhxY2OmAyoEANJCsCgAowuRN10VExCMyXJt2J/ayh6zKHjYpY72ntz4eERFHx8fi6v1+pfD15qz455j5X89OdUkeA1c9h6w65TRwVfchq04GrgAomqwKACiCrKpe68mqFiGrWkBWBaOjGMjYEVoBAGWVAws9NVAhsNb+cmch8JElrVd2OfB1rYLKgN1GUA4EgLzJqgCAIrQHrDr96JPnxCNOOTf1a/UbuBrFjutNHDBpD1kNLcNO7DOPTzdkNawDIuKhgw5ZDelzf/7MiLcfWs5iANAAsioAoAiyqvqRVRVDVgUUQTGQsSG4AgBGIfdyYMMLgU0uA0bsKgS23RrllQPL8Loj2jth/ddI7wMA6kBWBQAUIWnIqlOeA1eGrIbXb8Dq6Du/nm0n9gEHrhYMWV0aES9Nt1Tandgf+p2dn3w93ToRkX4ndkNWADAwWRUAUARZVb3IqlKSVQEVoRhI4wmuAIAkZZ0aGJFTOVAhsLa6y4DdyioHFnlq4K5C4E5PfWzEdSWVA0s6NXDmZScUvgYAzSenAgCK0G/AqtswA1c/iptTX5eHcRuy6pR54KqHnruuFzBwNTdg1elXopiBqzEZsGranwkARkNWBQAUQVZVP7KqkFUNqWl/JqBuFANpLOEVANBPmeXATJQBa61fIXAU8i4HLigEdmpAOVAZEIC8yKkAgCKsm9iZa9304cLXau/AXvbO600bKDmt9Yc7Pzs61XWZBq4SdmLvOWQ1pKSBq8Qhq055D1y9+6kZXqw+mvbnAYDRkVUBAEWQVdWPrKpLnlnVGBQCm/bnAepMMZBGEVwBAGmVVQ5MdWpggwuBTS8DRmQrBJZ1amBEPuXAnoXAUcmxHKgQCEBeZFUAQBF+/4hjYvuy++Z+ffjJp8d3PpVu4GrQndjbQ1Ztvxd/WurAVavVasSAya4hq5Ktf1TMXJ5hCCnDTuwRswNXrc+lvGiYgavf3fn5ihURl1yS4UWqrwm//wGoDlkVAJC3uTJgB1lV9cmqesgjq2qwJvz+hyZSDKQRBFcAQB30LQcqBNZWHqcDllkOzCJTGbDMUwOHpAwIQJ5kVQBA3tZNTMbyB1bEObcll5/yHrjqHrLqZOBqcIsNWT0uro5NBe/E/vNv7Byy+lmqZXZJOXC1z007P7kh43ppNHzIqq6/3wGoLlkVAJC3pEJgJ1lVNcmqCiKrAkZMMZBaE1wBAHko69TAiEXKgQ0tBDa9DBiRTyGwU1nlwDSnBg59OmCZ5cCUpwYqAwKQN1kVAJCnfgNWeegeuOo1ZNXJwFVvg+y6XsTA1dyAVYftD4lYnnXgqo+5AasOq58UsTXtwNWgO7EbsgKAVGRVAECeZFW7yKpmyapSvm7N1On3OIw7xUBqSXAFAOSt9HLgX5SyVOnGoQwYkX8hcBT6lQOHLgR2qlg5UCEQgLzJqgCAPE18f2dGNZHuuiw7sUfMDlz93infTX0dCw0yZNUpr4GrpCGrTpkHrhJ2Yk8asOqW+8BVg4esDFgBUARZFQCQJ1lVfcmqZsmqBiergnpSDKRWBFcAQN01tRD4k3ZY8/qR3kahyioDlnVqYERyOTDXQuCoJJQDlQEBKIKsCgDI09yQ1U7XfzLiyaeke43UA1ennL7zkz9Nt1DYib2t1WrNfX5qnFHKmkff+fW46j/T7dA1zMDVPv9Phuuy6B64MmQFAKnIqgCAPMmqepNV7SKrqr8q/l4GBqcYSOUJrQCAshR1amBTy4ARHYXAne7824j9mlYOfHH5S5ZdDnxlGWXAMk8NjJgtB8ZvCK4AyJ2sCgDIW/eQVacsA1d9zQ1Y7XJh/HX8noGrVPeRl7Q7sX/1htkhqx253cHi/myIIatMO7FHzA5cHZ593Sqrwu9dAJpHVgUA5E1WNThZlayqzqrwexfIh2IglSS0AgBGJc9y4DgVAjs1ohyYUAZ802cj/vK3yr+VIr2y9b3ZT55a0oKllQN/Y+6zqoSwANSbrAoAKEKvIathJO7EnjBg1c3AVf91+/lYvC/TTuz9Bq7aA1adlj4QsWNZunUG3Ym9e8jqdyPionRLRUSGgStDVgAwEFkVAFAEWVU2sqpZsqr6kFVB8ygGUimCKwCgCoYpBza5DBjRuxDYqbblwD6nA5ZZDizq1MC5MmCn634R8dQmvD38jcRHlQMByEJOBQAUIcuAVZad2A8/+fT4ToaNwusycFWmtDuu5zlwlTRk1Snvgateu65nHbjqq6EDVhGGrADIl6wKACiCrKp+ZFWzZFXpyaqguZow+UnNCa4AgLpTBqy5PmXAUcqzHJhYCOxUVjkw91MDk8uAAJCVrAoAqKLrPxkx+YLBnvud93x/52eHFnY/nZo4ZJV2wKrbMANXf3fD+1Jdk8fAVa8hq05ZBq4Sd2Jv8IBVhCErAPIlqwIAqihNOVBWNTxZVTJZ1WBkVdB8ioGMhNAKAKi6QU4NVAjsrdKnBg5RBizz1MCI4cqBfcuA3WpVDkxXCHRqIAC9yKoAgLJMHzqVaSf2fnYNWHX42+9HvD79wNUgO7GPasCq6Pf2ww5ZDeNN9+wcsrq5nPW2PyTinMeVs9bqJ0VsHd2PtjSyJwDyIqsCAMoiqxqOrCo/sqr8yapgfCgGUirBFQBQJ0nlwKaXASPyPSGwcuXAnE4HLLscmEbqMuCoZC4HZj8hUDkQgG6yKgBgFLIOXH3jMxGXL5//WOKQVaccB64MWKUzyE7scwNWHb5/SMShN6dbK+1O7C/YOWSVZTP0tDuxG7ICgMHJqgCAUciaVSWdGiirGp6sKh1Z1UKyKhg/ioEUTmgFANTZ9HOnYnIy/52xqijPQmCnkZcDcyoDdiuzHDjIqYG5FQLLOjUwlexlwG7KgQDIqgCAKhhmN/YbL7wu7ptZOvgFQwxcjVJdh6w6JQ1cJQ1YdSti4OoFCTuufyeKGbgahwGrCENWAORDVgUAVMEw5cDW7X3KgN1kVYlkVbKqYcmqYHxVbdqTBhFcAQB1N3lE8wuBRZUBu5VeDiyoDDhKSeXAwk4HLKsc2PfUwPwKgQAgqwIAqibtwNXq7RGXLO//vDprwoBVt4/F++K795SzVtLAVdKQVac8B67GYcjKgBUAeZFVAQBVkzaram0v8GYqQlY1HFlV8WRVQIRiIDkTWgEATbCgEPiLaNzfnKfa4dy9I72N2ivz1MCI2XLgm4sqA3YbaTmw2EKgUwMBxoesCgCoun4DV50DVivan6x+asRd30m3UMad2MvSxCGriIiNP9/5yY7012bZiT1iduDqt56Y7pphBq7+2oAVAAxMVgUAVF2arGrOPodG3FXOqYFlkVUtJKuqDlkV0K1h482MiuAKAGiCnicENqAcOJUQzt28Z8QhJZUDSz018B+jtFMDyyoHvvn8doj6i+IXK9tTHxtxXbmBr3IgQLPJqgCAOkkauOq743oDBq6aOmAV0TFktdPPl0bsUcLAVdohq05pB66+1frozs9Oy75ohcmNAMiTrAoAqBNZVTFkVenIquaTVQG91Hy0mVETXAEATdCzENippuXApEJgJ+XAattVCNzp3btF/HFJ5cAyTg0suRAIQHPJqQCAOps+dCombxwwo2qr4cBVGQMsVRqy6pR14KqfYQasuvUbuNo1YLXLsfHR+NcGDVwZsgIgL7IqAKDOZFX5kVVlJ6uSVQGDqeFYM6MmuAIAmmDgMmBN9SsDdlMOHE7epwYuKAN2q3s5sCJlQKcGAjSDrAoAIKURDFw1ecf1iN5DVp2yDFwl7cSe54BVt6SBq6Qhq051H7iSDwGQJ1kVAEBKsqrcyapkVcB4UQxkYIIrAKAJhi4EVvjUwLRlQPKVRzmwbyFwVPIqB1akENhJORCgnuRUAEATTT2xhJ3YR7QDe1Hvv+syZDWs7x8S8Ud7lrNWxOzA1f19Bqy61XHgSiYEQF5kVQBAE8mqsr3uKMmqdpFVAeOkoiPNVInwCgBoglxPCKxYOTCvQqBTA4eXtRyYqRBY5qmBw6hgGbCbciBAfcipAICmK2TgakQDVt3yfP896iGr794z+88ss1Zpd2I/bPnsP0/MsFYW/3zE7O+lY+PfS1qxXDIgAPIkqwIAmk5WNfhrjZKsqr5kVUAeKjTOTJUIrgCApsi1ENhpxOXAok4HVA4sTy6nA5ZZDkx7amANCoEA1IesCgAYJ7kNXFVkyKrTsANXoxyyag9Yddpjx+zwVFr9Bq7aA1ad/nlHxIkZ1hpUe8iq7V+f+qtx7HXpBq6qvBO7ISsA8iSrAgDGiayq9/WjIqvqT1YFjAvFQOYRXAEATVBYGbBbyeXAosqA3ZQDh9Pv1MBcCoGdqlQOrHEZ0KmBANUkqwIASGGfQ6Oicy5Dq9qQVac8B66Shqw6FTFw1T1k1anuA1eyHgDyJqsCAEhBVlUIWZWsCqCbYiARIbgCAKiyB3f+81sjvYvijEs5MPdC4KgklQNrXAjspBwIUB2yKgBg3KXeif20y3Z+8vxC7idPdXj/3W/AqtswA1dHpPwv9nkNXPUashrWqAeuqv77C4D6kVUBAONOVjVasqrhyKqAplMMHGNCKwCgqaY2TjXi1MAHu379y8sjvtWwUwP3e87OTx5b/Fple9NnI1r/VVIZsMxTAyNmy4HxhPLWA2AsyKoAAObrO3A1N2DV6bIwcJXdxp/v/GRHz6flIu2QVR6yDFhl2Yk9YjQDV1u3bo1ly5aVuiYAzSWrAgCYT1ZVPlnVQnXJqqr4+wloLsXAMSS4AgDGQZ3Lgd2FwE5NKAfOlQE7/VeUVw4s4dTA1hk7g6s/KnadeUorByoEApAvWRUAwOISB65+75KI+1o9rmrewNXMzEy0Wr2+5+zmBqw6/Hzp7M7qaQy6E3seQ1Zpd2L/5/813OZVaQeuyh6yeuCBB+Lyyy8vbU0Amk1WBQCwuMSsKrEQ2ElWlYasqr+qZ1UAZVMMHBNCKwBgHNWtHNirEDgqeZYDEwuBnWpeDpwrA3b6f6PccmChml0IFMwBlEtWBQAwuKknTsXk5I8jVsxEXDLquxmdPAeukgasuuU9cJX3ruv9Bq4SB6x+KyI+m+99tJV9OqAsB4A8yaoAAAY3l1WNOVnVfLIqWRUwOoqBDSe4AgCotixlwDJPDRxW3zLgKOVUDkwsBHYqsxyY+6mByoAA5G/jxo2xZMmSUd8GAEAtTH6rvelVv53XuzVvJ/aI4QauBhmwykP3wFXeQ1adkgau+u64nnHgKmkn9rIHrCLkOQDky1wVAEA6sqr5ZFXzyaoARkMxsIGEVgAAu1T11MBhTwcssxyY9tTAocqAZZ4aOIS+ZcButSsHKgQCkJ92VvXgg1U8HxkAoJp2DVntdNHzI878p5SvYuAqIuK89ktnyNKy7MQeMXvNYcvTX5fFP++IiLemzKqGGLiK6w5Nf2EO5DkA5MVcFQBAeolZ1e8qB0bIqrrJqgDKpxjYIIIrAIBkVSoH5jkOX7VyYG6nA5ZZDkx5amDqQmCnWpQDm1sIFMgBlE9WBQCQ3oIhq05/+7KIuKS0eylT3gNX5yW81OeXR/xmCQNXZQ1ZRUTEP3w1+7VpB65GNGQVIdcBIB+yKgCA9HpmVZnKgfUgq8pIVgUwEoqBNSe0AgAYzKjLgU04HyepHJhbGbBbhcqBQ5UBa6G5ZcAIYRxA2WRVAADZ9ByyGko9dmKPyGfgKmnIqlPWgat+Rj5g9bjbIjYdnP61+g1cjXDAqlPa3xsA0CarAgDIRlYlqxqYrApg5BQDa0pwBQBQcb+IeLCEv22XeWpgxGw5cOJZ5a1XmoRyYCGFwEqdGtjcQqDwDaB8sioAgPSKG7DqVp+BqzTeG614z0zE1pTXZRm4StqJvdQBq4j+O67nOXBVkSGrTgauAEhDVgUAkF6mrCrTqYGyqk6yqi6yKoDUFANrRGgFADCcsk4NnFm185+FrzSrrHLgxCN2flLWSX5lnhoYEfGPEa1/K+F0wJGXAxUCAciHrAoAIJuJe4bMp/72ZRG/c+mAT67XkNUgAzXvjVbPrxfl50sjjij7v673G7DqNszA1bnVG7ACgDRkVQAA2QydVaUqB8qq8iKrAqBNMbAGBFcAAPkpqhzYLgN2aq2ImLkv96VKN1cIbCuzsFfSWq2JnYXAfyt+rYgYQTmw2WGZQiBAeeRUAADZJA1YzTwhovW9Ilar14BVt8UGrhYbslodxe/Efkx7x/UdPZ+Wn//zsZIWiloNWdmJHYBusioAgGxkVYOTVYWsahGyKqAqFAMrTHgFAFCMPMuBSYXATmWVA/M+NXBBGbBb2af5FWSuENj2JxHxrpIWL6Mc2PBCYJugDaBYMioAgOz67bieeeAqcSf2eg9Zdep8rz/IrutFDFzNDVh1rrM0YmtRA1dJA1Z73Bzx80PSvc6gO7GPYMiq/e+01cq+k74cCABZFQBAdrKqbGRVO8mqFpBVAVWgGFgxwisAgOrrVwYclTzKgX0LgaOQcwlxQRmwW93LgWNSBuwmaAPIn5wKACCbfgNW3YYbuMpwXU0MMmTVKa+Bq6Qhq3nr5DlwNchu63kPXJU8ZJWU18zMzBi4AiA1WRUAQDayqnzIqnaSVS0gqwJGTTGwIoRXAADlSntq4DBlwLJODYzIXg7MVAgs89TAHNbqWwisuzEtBAKQPzkVAED5Ug9c3dXOOeQBw/r88oi/TnnNUANXgwxY5aF74KoCQ1bdXx9m4AqA8SGrAgAon6xqdGRVxZBVAU2mGDhiwisAgNEZpByY1+mAZZYDB5XL6YA1KAdmKgTW5dRAZcB57MAFMBw5FQBAPqZXTqXeiT1igIGrrddF7H/j7D/b/ur7EX/WrHzgpUO8tU+7E/uF2ZdK7/+8I/u1WXZij5gduDrtmdnXTSltLjPMwJUcCKD5ZFUAAPkoLKu6K2EeR1Y1j6yqi6wKoBCKgSMguAIAqI6kcmBeZcBuZZUD+50amEshsFOZ5cAB5XI6YJXLgQqBixK0AaQnqwIAyF+uA1ftIasli2z73YCBq6QBq3+PiF/N8Fr9Bq6SBqz2joi7064z6E7sC4asfhwRD0+5WqQfuKrwkFVe5EAAzSSrAgDIXyFZ1WJkVfPIqnaSVQEURjGwRIIrAIBqmto4FRPPTB9+VVlSOTD3QuAo9Ckh5lII7FSlcqAy4MAEbQCDkVUBABRrqIGrb6bMOGo4cDXIbut5Dlz123E994GrnruuZxy46qeGA1bD7MQeMZsD3X///bncCwCjJasCACiWrKo3WZWsqv06w2ZVZpaAsikGlkBwBQBQXU84qNxCYFmnBkbMlgNb+5ezVqmnBiaslXshcFSSyoEKgQDkTFYFAFBdrV/b+ck3R3obhRlkwCovqyPir1Jek8vAVc8hq04ZBq6SdmIvccAqopgd14cduFq9enVccsklOd4RAGWSVQEAVJesKj+yqmJUMatSDgTKphhYEKEVAEC1dRcCt/1XxF4lFdvKKAdu3PnPI4tdZr6Sy4Gtl5RUBizz1MCI2XLgj5QBhyVkA5hPVgUAMBqD7sQ+N2TV9qeHRvx1g3ZiH+JAtyw7sX8n+3KZrF4asfVTgw5ZDWmPmyNOObWctXYqI2MZduAKgHqRVQEAjIasaidZVX5kVQAjpxiYI6EVAEC19TsdsMxyYFE2dv362v+OOLKsUwNL0vqjS2c/ua3ERcsqByoE5ko5EEBeBQBQBb0GrhYMWXWq+8BVwoDVpQ9EvHRZ+pcadOCqe8jqORFxecq10u7EPtyQVbqd2B9xyjkREfGjIVZMo6xcxZAVwPiQVQEAjJ6sahdZVTdZVUQ+WZWZJaBMioE5EFoBAFRbdyFw9zt/J2biwXhgvw+P6I4iWq8+PWYeXBLxkQ/l8nobe3yt1HJgQacGzpUBOx18TcRtR+W/2CgoBAKQI1kVAED1dA9c9Ryy6lTHgas+O65nHbjqpdeu60UMXOW743rvgav2gNW8x+KQ+FHcnOM9zFenIatOq1evjnvvvTfX1wRgeLIqAIDqkVXtIqvqJqvK8/WUA4EyKAZmJLQCAKi+xU4InIkHY/lPXxsRsaAcWMqpgS87PeK010brox+MYd/6bxzweXUtByYWAjuVWQ7M+9RAZcBSCNmAcSKvAgCotumVUzE5kZxX5a7sgas+A1bdsgxcJe3E3mvIalhJA1f5Dll1WjhwlTRkNe/rBQxclZGhFH06oCwIoDpkVQAA1Sar2kVW1U1Wlefry6qAoikGpiCwAgCovsXKgJ3aZcCRlAN3lgLjox+MuOTD0VoRMXNfupfYWMiN5WyIcmDfMmC3upUDFQJLJ2QDmkxeBQBQDxM/3JlZTWS4OOVO7Cv+7CkREZEycsrkvJ1vt9/8QAmLxezA1eoM12XZiT1iduDq1sIGrLr9OB5xygdTXZHXwFUThqwAqAZZFQBAPciq8iGrmk9WBTAaioEDEFoBAFTfIIXATiMpB3aVAtPaOOTypZ4amFLqMuAoZS0HKgSOlHIg0CSyKgCAepgbsOow838iWi/M8GJ/emjEu/9z0S+3B6zmPRYr4764J8Ni/Z3X9Rb7vGXpB67S7sT+xu2z//zA8nTrtKUduLr1kzt3QS9hRujUU26NiIh/K36peWQlAORBVgUAUA+5Z1U9yoGyqv5kVQvJqgCyUQxchNAKAKAe0hYCO/UrB+aqRymw36mBG3O8jVLLgQOcGphbIbDMUwPTUAYEICeyKgCAekgasOqWeeDq9U+NuPySeQ8lDVnN+3rOA1fdQ1bzvlbAwFV7wKrT72/PPnDVz9yAVaeZeyJaKwtZrz1k1fbseG78W3wh1WsMsxN70zZS2rp1ayxblmKCD4DMZFUAAPVQaFaVUA6UVeVLVlVvTfpegGpTDExw7bXXxl577TXq2wAAYBHDlAG79SoH5nZq4AAnBSaVAzfmsHSSUZcDCzsdsMxyYL9TAxUCK6lpASIwPmRVAADVNsiAVbfMA1cRseKcX4m4r8cuU93Pz2HgqteQ1bzn5TRwlTRk1SnrwFXSTuyJA1bdch646h6y6tTUgauZmZlotYrZ0n7r1q1x+eVp9tgHYBiyKgCAais1q/rTQ2NFysxEVrWLrGqhJmRVZpOAsikGAgAw9gotBw5QCmxrrYi4dvCZrqGUXQ5sva+gMmC3UZcDFQIrTzkQAACA2jrwuoi/u7HUJQcdshrWpQ9EbHww3TXDDFxdOMiAVQF6DVl1MnA1+OtFRDzwQMoJPwAAAGB4xXSqepJV5UtWVUxWBVA2xUAAAGrne5uncj01MKJ3OTCzFKXATSUVAsvWel8OP8cq+5OIWK8MCAAAAONses1UcTux7/n9XZ+v2BEREfet+HrEfUemWiv1Tuz3p3r5edLuxP6d2W8rfpFhBiftwNWFn3r3zs/uSr/YEDuxDzpkNaw6DFzloS73CQAAAKNQaFaVkN/cF/fEiij41EBZ1UKyqsqoy30CzaUYCABALZVZDsx0auAApcCkMuBeEbEt5VJZFXlq4MJC4D0RKUPAzMo6NVAhEAAAANgp14GrzjLgIu5b8e1Ycd9TUq3Vd+AqYcDqzQ/MDk+l1W/gqj1g1Wm3mWIGrnYNWHVo7RMxc1f6xVIOXL39lNUREfEfkX7YKu1O7FmHrDqVMXA1zE7shqwAAABgMLlmVQO8jS+kHCir6k9WNTRZFdAEioEJjjzyyNi0adOobwMAgD4qWw7sUwrsdzpgncuBvU8IbEA5UBmw1gRyQF3JqgAA6mGogatX9C8D5iFx4KrPjut5DlwlDVl1ynPgKnHIqlPWgas+2gNWnX4pDo//iO+kfq1+A1d5DFh1q+LAlUwHoFpkVQAA9TBUVvWiAm4ogayqg6wqkawKoD/FwEVMTEzE9PT0qG8DAIARGKocuEgpsF8ZsFvdyoG9C4GdaloOVAisNYEc0ASyKgCAZmoN8ZY1y6mBETsHru7vsRt7gmEGrk76ebprhhm4OuKzfQasumUZuErYiT1pwKpbngNXRQxZVY08B6DaZFUAAM00VFaV4dTACFnVPLKqypJVAVWmGAgAQK0VcWpgxOLlwJ66SoFpy4B1M3gZsKaUAWtPKAcAAEDZBt2JfcGQ1ccOjTg1/amBacuB9/0s3ZDVMF6xc9erbSX8F+kjPn3q7CcZBsIymbkn3v6Sg1NfNszA1cfifamvq7KkndhlOQAAAJCvzFnVP0bEi9Ovl7YcKKvKiaxqaLIqoM4UA3uwuxUAQD2UWQ5c9NTAjlLgpr/LpzBX1VMDhy8EVvjUQGXARhDMAU0lqwIAqIdeA1c9d13PWA7sJ3HAKkM8M8hO7K9ICLP2+kX6gatBd2KfG7Jqe2BjxLIj0i2Wcif2572knR+VsytYmUNWZWcqMhyAepNVAQDUQ+asKmM5sB9ZVR+yqjmyKoDBKAb2IcQCAKiHkZYDd5YC7/zwB+OnH8v3FL0qlQPzPSGwYuVAhcDaE84B40JWBQBQD90DVz2HrDplKAcmnRo40G7rOQ1cJQ1Ydct74GrBkFWnAgaudg1Y7fKNWBFPzzBwNchO7GXvuC5XASArWRUAQD1kzqoylAOTTg2UVR2RbjFZVanrAdTdkmEu3rBhQ7RarVi/fv3cY7fffnusW7cuDj744Nhzzz3jhBNOiE2bNvV8nRtuuCFe9KIXxSGHHBKtVisuuOCCxOe9//3vj0c/+tGxxx57xMTERHz1q1+d9/WZmZl4y1veEgcffHCsWLEinvWsZ8UNN9wwzLcYEbMhFgAA1fe9zVOFvO4D+304tu/7wVj+09fGsjtPj4iIbf8Vsem+iDtfXFwpsG2vQl412bX/vfCx1vs+nHMpsG2A0C8vB1+z8LH1h+76oLZmZmYEgsDYkVUBANTD9JqpaM2kGLQawn0rvh33/eyeuY8ivfmB2QGr9keRduv62R3x6VN7D1q1PbAx/WKtfRY89LyXHJo4aNX2jViRfp2YHbjq9rF439xHWeQqAORBVgUAUA+lZlVxj6yqk6xqILIqgGwynxh4zTXXxEUXXRRPecqu3SdnZmbipJNOimXLlsVll10We++9d5x//vmxdu3auPHGG2PlyuQa/7333huPecxj4uSTT44/+qM/SnzOJz7xiVi/fn28//3vj1/91V+NCy+8ME488cS48cYb41GPelRERPzVX/1VnH/++fGRj3wkHv/4x8d5550Xxx13XHzve9+LVatWZf1WI8IOVwAA467z5MCfbHttbNm9FYec+oHY7/RiS4GjcO1/R/zyJ8v6fko+OfCUl5azFoUTBALjTlYFAFBtTzho5w7sN2e4OOWpgV+6d3YYaO1dGdZKGc38z85Npe7cO/1SWXZij5gduDr8/wwwYJWH1j7xvFP2S3XJMLux/3n8furr8iBXASBvsioAgGobKqtKeWrgl3bGDrKqHMiqABhApmLgtm3b4uUvf3l86EMfivPOO2/u8U2bNsXVV18d3/nOd+JJT3pSRMye8nfAAQfEJZdcEq95zWsSX++oo46Ko446KiIi3vjGNyY+5/zzz4/TTz997jUuuOCC+Jd/+Zf4wAc+EBs2bIiZmZm44IIL4k1velO88IUvjIiI//2//3c87GEPi3/4h3+I3/u931vwmtu3b4/t27fP/fruu+/O8NMAAKBKvrd5aleYlbPv3P/7ceDuM/Hw+yMOun8mlpRYCtwrIgre1CoiIn75E+eUsMoIKAQ2hjAQAACAqkrKpP7n6RGrvpHhxfqUA9tlwHmP7VPcwFV7yKptv7vLGbg6/JPPnP0ky3/VfmBjxLIjBn766ac8JCIi7siwVFqGrAAAAICi5ZpV9SkHfikhcpBVdZFVLSCrAshHpmLgGWecEc997nNj7dq184qB7ZLdHnvsMffY0qVLY/fdd4+vfe1rixYD+7n//vtjenp6QWnw+OOPj69//esREfGDH/wgtmzZEscff/zc15cvXx7HHHNMfP3rX08sBm7YsCHe+ta3DnwfdrcCAKiHvMuB39s8Nff5lt1bs6XAiHgwIm4+8/dj75JOCyyqHJhYBpy5OaJ1SAGrJSnw1MAxKAQ+LmY3ZdkUN4z4ToolDARYSFYFAFAN/XKovMuBn93y1EUvyTxwtYjuIatOWQeu+pkbsOr0i5sjdjsk/Yv1GbhqD1h1OiAejDtiSaplBt2J3ZAVAE0mqwIAqIbCsqqEcmBSIXDe1/eRVc0jq4oIWRVA3lIXAy+99NL41re+Fddcc82Crx122GGxZs2aOPvss+PCCy+MlStXxvnnnx9btmyJzZs3Z77Jn/zkJ7Fjx4542MMeNu/xhz3sYbFly5aIiLl/Jj3nhz/8YeLrnn322XHWWWfN/fruu++ORz7ykT3vRYgFAFAPeZQDOwuBbQd2lAKX7Pz1lqmp2HuymFMKu+VZDux7OmCdy4FjVAjs/HWTy4GtVkswCJBAVgUAMBppc6dhyoFfetHspzMPrIh7Lr+k7yWZBq66opleQ1adsgxcJe3Enjhg1S3HgaukIatOeQ9cjWLISo4CwCjIqgAARqO0rOofYy6rGpSsqousCoCcpSoG3nrrrXHmmWfGFVdcMe9UwLZly5bFpz/96Tj99NNj3333jaVLl8batWvjxBNPzOVmW63WvF/PzMwseGyQ57QtX748li9fnvo+hFgAAM2VVAZsO/D+mXj4/RE/3n325MD2ryNm4t7S7nA4fcuA3epWDmx4IbC7DJj0deVAgPEjqwIAKM9hB8wOWZXy7vSEMhbpcE/E/5QUcu31i4hD/s8AA1Z5eWBjnP7yZ6e6JI+Bq7KHrOQmAFSBrAoAoDyyqnzIqoohqwIoR6pi4PT0dNxxxx0xMTEx99iOHTviK1/5Srz3ve+N7du3x8TERGzcuDG2bt0a999/f+y///7xtKc9LSaHOEHloQ99aCxdunTuVMC2O+64Y+6EwAMPPDAiZk8OPOiggxKfAwDAeElzamCvQmDEwlJgRPufOx//+jVx768cNewtDyTtqYGpy4B10/AyYET/QuA4UQ4EAACgbO0Bq06tHREzS9O9zvbH/06ce+uDcd59H+79xK4hq7X3RHwp5V5Ki+3E/ubbT4+lM0virQd+aN7jdz2Q7vU7pd2J/ZBLdm5Am37/1kw7sW94+a9GRMR/ZVgui2/EivhcrCtpNQNWAAAAMG7yyqoGPjWwwKxqMbKq/MiqAJovVTHw2GOPjeuvv37eY6961avisMMOize84Q2xdOmuv1GsXr06IiI2bdoUU1NTce6552a+yd133z0mJibiyiuvjBe84AVzj1955ZXx/Oc/PyIiHv3oR8eBBx4YV155ZRx55JEREXH//ffHl7/85XjnO9+Zee3F2N0KAKAe+pUD+xUCI5JLgW1VLgfmVgis6qmBCoGLXtPkUwMBSCarAgDIV9KAVbe0A1cz8WCcu/K1ERHJ5cAeu66vvSfiyt0HXyti4cDVm28/Pc7d8to458APRkTygNWOZRFLMwxe9Ru4mhuw6rT9mojlGbK0AQeu2kNWbY+N++O/It0PMe1O7IasAGCWrAoAIF9FZFURfcqBfbKqvMuBsqr+ZFUAJElVDFy1alUcfvjh8x5buXJl7LfffnOPf+pTn4r9998/HvWoR8X1118fZ555Zpx00klx/PHHz11z2mmnxcMf/vDYsGFDRMwW+G688ca5z3/84x/Hxo0bY6+99orHPvaxERFx1llnxamnnhqTk5Px9Kc/PS666KK45ZZb4rWvnf2PZ61WK9avXx9vf/vb43GPe1w87nGPi7e//e2x5557xm//9m9n/PH0JsQCAKiHpHLgIIXAiN6lwLYqlQMLOx2wSuXAhhcC8zgdsOnlQKcGAiSTVQEADGeQAathPLDfbBnw3OgqB/YYsur0W/dGXJJyzfbAVWcp8E/2/XD8SY+BqjwHrhKHrDplHbjqoXvIqlMRA1cGrAAgmawKAGA4RWdVbQvKgQNmVXmVA/udDiirmk9WBUC3VMXAQWzevDnOOuusuP322+Oggw6K0047Lc45Z/5w8i233BJLluz6P6Tbbrtt7pS/iIh3vetd8a53vSuOOeaYuOqqqyIi4iUveUnceeed8ba3vS02b94chx9+eFx++eWxZs2auev+7M/+LO677774gz/4g/jZz34WT3va0+KKK66IVatW5f1tzhFiAQDUw6BFwE6DlALbRlkOfHxRZcBuoy4HKgSmfj3lQIDxI6sCAChX2p3Y55UDHxdx3sEJJwfm7L+2nh6Hbnlt/Hz/2VLgIIYZuFr1hT4DVt2yDFwl7MTea8hqWEkDV4asAKA/WRUAQLmynBoYsbMcuDr/+0nypX0iJv873TWyqvlkVQB0as34X+Y5d999d6xevTq2bt0ae+/d4/zgBEIsAIDqmnjm7A5a018dvByYphSYdN2dH/5g/PRjxQ52Pf7iidlP9nxOoevMU1oxcKdTTi93vRHIuxDYqcnFwDZvaaG+hslhxkXTsqoHH3wwbrvttjj44IPnbRoG486fDUjmzwajknUn9jQDV3t9PiL2Oz3ioa+Ncw7+4MDlwBW/WBGXXHVJrHzOy6K17L6Brjn230+P+MVsKXD7/umyqrTDVquu3fnJbSmHrSIy78S+4ZUvz3Rd2p3Y2z4cr850XVZyj8E88MADcfnll8dznvOcWLZs2ahvByrBn4v0ZFX9NS2rAgCog9KyqohoZYtZUp0aeOz/N/vPrY9Ov46saiFZFUBzpclhcj8xEAAAqqBdBux+bJByYNZSYETHyYGnvzYiopBy4FwhsO3ey8srB5Z1amDDC4FFlgG71xmHciAAAADk5bt3TGUeuOqlPWA1586OkwMj3cmBv3VvxOd67ODeHrCKB2ZLgbHbB2OPbR+O7funuOEYfCf2uSGrtoN/nn7gKuVO7Etf+bqdn/003To7PTbuTzVwVfaQVVur1TJwBQAAAGOstKwqImb+Pls5cO09vcuBc1lVh9U/SF8OlFXtIqsCoJNiYE4mJibsbgUAUAFJhcDur/cqBw5TCmwrqhy4oBDYqQnlwIaXAUel6eVAoSNAMlkVAEB2WQauWjsW7sSeNGA1zxDlwKSBq3lDVh2lwFg2+7p5D1wtGLLqVMDA1a4Bq13eHPvGeRkHrvoZ1YBVN9kHAE0gqwIAyK60rCryLQcmFQI7yarSkVUBsBjFwBwJsQAARqNfGTDp+UnlwDxKgW15lgN7FgJHJc9y4BgWAjfFDaWdGjgOhI7ptVrz/zfOzw+aSVYFAFCu1o6Ilf+c8qIhy4EzSXsBJZQC2/IYuOo5ZNUpp4GrpCGrTlkHrpJ2Yq/KgFU32QcATSCrAgAoV6asKoYrByZmVT3IqnaRVQGQlWIgAAC1lLYM2E+epcC2YcqBmcqAZZ4aOKwxLAN2K7Mc2PRTAyOEjoPoLgN2f83PDwAAYJe0O7F/947ZTagmIkNmdeeH45ynRJx72+DlwJl37/zkhK4v9CgFDmPHsoh9+uzynpvt18TS3/1oqkuGGbg6e2cpEwAAAKCqSs2qMlg0qyqIrAoAdlEMzJndrQAAipVXIbDz1MAiSoFtacuBQ58OWGY5MO2pgcqACygHUoZehcDu5ykHQvPIqgAAsus3cNUesOo0PTEVE9Pp86tz/+3Dcc6ze5cDt74n4vInz/5zzhdj18DVgKXAtDux73PX4M9dIOVO7GmHrDqlHbiq25CV9+0ANIGsCgAguzKzqkFODZwrA3bqzKoGJKuaJasCICvFwAIIsQAA8pX36YCdr/vjf72msFJg2yDlwKELgZ2qVg5UCOxJOTA/QsddBi0DJl3nZwjNI6sCAMguaeAqaciqU57lwM4BqweWLHLhFyPi2HQnBfYbuEocsHp8RPxn35deqM/A1TADVt36DVyNcsCq/X4763v29rXetwNQd7IqAIDsysyqksqBiWXAbgWUA2VV+ZNVATSHYmBBhFgAAMMpqgw4z8tOL7wU2LZYOTDXQuCoJJUDlQEZkXEOHYcJawEAAFhcv+GqJMOUA2P3iHPjtXHuv0dE9C/5xaPSlQLbkgau+u64nuPAVZ5DVp2SBq5GNWSVlFHMzMwYuAIAAAAyKzOrmvn7iNiS+rJMZFXFk1UBNJNiIAAAlTLxuhIKgRERLzs94rTXRnz0g7HlD36/lCU7y4EXvPDgOO+uy4tbrMxTAyNmy4EvObe89RrGqYH5GrfQMe9C4Lj9/GBc2MQKACCbyZ07sE9lGLhKbePOfx64s9z36J0DQrf0KPs96vTZ5/3ggxFPHLwU2Lb6BxGth6S8aIiBq6W/+ckMF6b35tg3dsQppazVbZD31MMOXAFA3cmqAACyGU1WleHaDKcGRsiqiiCrAmg+xcACCbEAAAa3oBB4ROwKmPLWUQqMSz4cE5d8OKa/WnxgNnnTf0RExJuX/Wec+5DfiohoRjlQITAXyoGkUXQgqxwIzSSrAgAYTHvAqvuxtANXA+/EvrHr11si5k4K7FUO7CwF3vLhiFsi1cBV64HBnzusDb/5wYiIeHMJa41iyCrLe2gDVwCMO1kVAMBgKpFVlVAOlFXlR1YFMF6WjPoGmm5iYmLUtwAAUFkTr5uc+0h0REELL1kyVwqcu5dnFnNS4eRN/zH30XbeA4+Pc3722Vha97+Ov+TcxpcCT40z4tQ4o7T1yizrlVVCHJWmhpWtVqu0762pP0OabcOGDdFqtWL9+vVzj91+++2xbt26OPjgg2PPPfeME044ITZt2tTzdW644YZ40YteFIcccki0Wq244IILEp/3/ve/Px796EfHHnvsERMTE/HVr3513tdnZmbiLW95Sxx88MGxYsWKeNaznhU33KCYDQBQVZMHTCYOWnV+Pa3piR4DWhtj8Y2xtsRs2e8HH5wt/z3q9Plf7y4FDqj1wK6POXcMfPkuj+//lA2/+cG5j7bz4qcZFhvMjjil9EGrmZmZUjfWKXs9AIYjqwIAYBiVy6oKIKvKl6wKYDzVfBIZAIA66lkGLMPff2heKbAtz3Jgdxmw23kPPD7eetfnc1tvUffmfCJhuww4ZoXAppUDN8UNY3FiYFOKbe0yYFO+HyjKNddcExdddFE85SlPmXtsZmYmTjrppLjpppvisssui2uvvTbWrFkTa9eujXvuuWfR17r33nvjMY95TLzjHe+IAw9M3v7yE5/4RKxfvz7e9KY3xbXXXhvPfOYz48QTT4xbbrll7jl/9Vd/Feeff368973vjWuuuSYOPPDAOO644+J//ud/8vvGU7KJFQDAfO0Bq0EHqXIZuNoYiw9ZdeoqBy555GkREbP/XKwU+MWFL5M4YNUtp4GrpAGrbnkPXJU9ZNUeeMpj6GmQ18hzPQDKI6sajKwKAGC+ymdVacmqCierAqA143+V59x9992xevXq2Lp1a+y99965vvb09HSurwcAUEeZy4Abc72Nnqa/2mNnrD56FQEXdc8FmddLZc/nDHd9w4uAEYOV/z4W7yvhTmblfaLfOBQBF1PXt71VKQLW9edH9eWZw2zbti1++Zd/Od7//vfHeeedF0cccURccMEF8Z//+Z/xhCc8Ib7zne/Ek540+7+rO3bsiAMOOCDe+c53xmte85q+r33IIYfE+vXr5+3sHhHxtKc9LX75l385PvCBD8w99ku/9Etx0kknxYYNG2JmZiYOPvjgWL9+fbzhDW+IiIjt27fHwx72sHjnO98Zv/d7v7dgre3bt8f27dvnfn333XfHIx/5yPjJT36Se1a1cePGXF9vEA8++GBs2bIlDjzwwFiyxH5l0ObPBiTzZ4OyHLP/Mamv+fJ/fznTWkd8NP1a8bDZfyx55Gmx9JDXxI6ZmVjaasWOm/9/8eCtH130stUZlor9M1wTEW/55QtSX3NuPCTbYh12xCuHfo00tm7dWthrr169urS1muiBBx6IK6+8Mo477rhYtmzZqG8HKsGfi/TuvvvueOhDHyqr6rBYVmWuCgCgOFmKflN3ZJt1mvhwhjmu5H0q+modm+GiA7KtteHxi5cAF/Pm2DfbYh1GcTpgUbrnVcyNAJQvzVzVbiXd09ibmJgQYgEAYymXkwGPiNLKgRPPnExVDsxUBhyFey/PVg5UCKy9cS4E1lVVCoFtrVZLyEvlnXHGGfHc5z431q5dG+edd97c4+3BpT322GPusaVLl8buu+8eX/va1wYatkpy//33x/T0dLzxjW+c9/jxxx8fX//61yMi4gc/+EFs2bIljj/++LmvL1++PI455pj4+te/njhstWHDhnjrW9+64PErrrgi9txzz0z3WkVbtmTZThSaz58NSObPBkW75LZLUl9zW9yWaa3b1qZfq9NvtkuBMzPx+X1OjNjnxEWfe0mWjc6zbo6e4dv6eMalhl54CJdffnlhr33JJfO/lyLXarIrr7xy1LcAlePPxeDuvffe3F6r6VlVEcxVAQDMmrpjKnU5cPKAyczlwNS2RKpyYOvPdn6S5a96d0SqcuCqx1+687O7Ui91Xvw0czmwSYXAiPkzK2ZFAOpBMbBEQiwAYJzkUgjsdERUqhyYWyFw5fryTg0c1BiUASOyFQJPjTNKOzVwU9yQ+dRAZcD56lJsq1ohsFNdfoaMp0svvTS+9a1vxTXXXLPga4cddlisWbMmzj777Ljwwgtj5cqVcf7558eWLVti8+bNmdf8yU9+Ejt27IiHPexh8x5/2MMeNldeaP8z6Tk//OEPE1/37LPPjrPOOmvu1+1d2I8//vjcd2GPKP/UQCc/QTJ/NiCZPxuUrayTAzOdGhgRSyZPi6X77Dox8Dfv+ue5EwNXr1/komszLdX35MC9fvniBY/9SWQ74S7NyYFlnxDYqYgT/LpPCSxyraZzMhos5M9FenfffXcurzMOWRUAAMUqqxw4ffpUtlMD+5QD58qAnSaisHLgrkLgrLfHPvHnJZQDyy4EthU1v5E0s2JWBKAeFAMBAMhV7oXAEUkqBxZ2OmBZ5cB+pwaOQSEwj9MBq1wOVAhcXFXDyiqXAaEObr311jjzzDPjiiuumLfTetuyZcvi05/+dJx++umx7777xtKlS2Pt2rVx4omLn6ySRvef4ZmZmQWPDfKctuXLl8fy5csXPL5s2bJChviOOuqokWxitWTJEgUPSODPBiTzZ4Oy3Lf0vtTX/D8H/j+pB66+ve6r6Qeunnh6xCGviR03///i8/ucGL951z/H0kNeE295xi/ivId/ePHrjopsA1dLkx9uD1n9POFr58XqTANX/X7qoxqw6rb77rvnliv0ywLyXGvcFPXeCerMn4vB5fFzGpesqig2XAcAGM6oy4GJhcBOWcuBi+guBHbKWg7spypZVZ4zMP2yqqrO2wCwi/+SWrKJiYlR3wIAQO4mXjc591GoI4p9+W4Tz5yMyZv+Y+6jUCvXF/v6bfdevvCxl5zb+FLgqXFGLqXAztcrS7+y36a4Ye6D3qpUwmu1WpW6n0HU7X4ZD9PT03HHHXfExMRE7LbbbrHbbrvFl7/85fjbv/3b2G233WLHjh0xMTERGzdujLvuuis2b94cX/ziF+POO++MRz/60ZnXfehDHxpLly6d22m97Y477pjbdf3AA2f/S1iv51SBrAoAYFbaoam2tLu3R8wOXA3siadHPPm1Edd/MB6cmj0hcNWLPhrnPOKDce6PXhtv/vHpva/P8te9O+b/ctXjL+05aNX29tgn9VLnxU8XPLYjTpn7qJJh3xenyQK8BweoJ1nV8GRVAACzKptVddoyWwZsfwxEVpUbWRUAbU4MHAE7XAEADOGIiNhY/DKt//3u4hcZlXsvj3jVePx9tMwCX5GSTg5UBKynuoeldoKjao499ti4/vrr5z32qle9Kg477LB4wxveEEuX7jrqZPXq1RERsWnTppiamopzz81eit99991jYmIirrzyynjBC14w9/iVV14Zz3/+8yMi4tGPfnQceOCBceWVV8aRRx4ZERH3339/fPnLX453vvOdmdcugqwKAGDW1B1TqYanpv7qD2c/WVfM/XSWAv/sDz8cSx9YEUfv3POpfVLguT967bxf5+aOiFXP6D9glYfz4qdxdry2lLVGoe5ZAACDk1XlQ1YFADCrcllVhz97/85Pfl78WhEhq8qRrAqgeRQDR0SIBQA0yfR7poo/LbAkCwuBd0TEAeUsvnJ9xD0XFLvGGBQCyyoDnhpnxMfifaWsFaEImJdRFduaFKwqB1Ilq1atisMPP3zeYytXroz99ttv7vFPfepTsf/++8ejHvWouP766+PMM8+Mk046KY4//vi5a0477bR4+MMfHhs2bIiI2aGoG2+8ce7zH//4x7Fx48bYa6+94rGPfWxERJx11llx6qmnxuTkZDz96U+Piy66KG655ZZ47Wtn/yNRq9WK9evXx9vf/vZ43OMeF4973OPi7W9/e+y5557x27/924X/bNKSVQEADGZuwKrTRz4SsW5dqteZPn0qJj7cI0/bWQr8l0M+GP96THLpb+By4EREpPmr3jMu2/nJfSkumvX22Cf+PO4a+Pl1G7Ia9D1xHjlA1rWKfs9e9noAdSKryo+sCgBgMKVlVTvNFQJ3+tM9Iv46bTlQVpUbWZWsCiBCMRAAgJyUWg48InI9NbD/6YA1LweOQRkwIuLoeFbpa5ZVDnxEHBIRET+KmwtfaxyUWWxrUiEQ6mrz5s1x1llnxe233x4HHXRQnHbaaXHOOefMe84tt9wSS5Ysmfv1bbfdNrdzekTEu971rnjXu94VxxxzTFx11VUREfGSl7wk7rzzznjb294WmzdvjsMPPzwuv/zyWLNmzdx1f/Znfxb33Xdf/MEf/EH87Gc/i6c97WlxxRVXxKpVq4r9pgEAyCxpJ/bEAatueQ5cdZYC1yws+525POIdO2Y/z60cODdgtcv/xIpYVcDAVd0GrLr1yhXyzgGyrFVU7lH2egBNJasCACCNSmRVsbAQ2KmQcqCsamCyqnLWA6iy1oz/5Ztz9913x+rVq2Pr1q2x9957l7Km3a0AgKYp9eTAjcNd3r8Q2KmkYmBbHuXAMSgELlYGfFw8qbR7KLIY2C4EdlIOzEeRb4XHoQwoSiAPo8hh6qZpWdWDDz4Yt912Wxx88MHzhttg3PmzAcn82WDkPvKR9NekHLZq6xy4+pc3nB6/cXNyKXDpAyvi6Msviauf87LYsey+eQNXb/7x6XHuj14b5zzig4uXAyMWDlwlDFl1yzJwFRELBq7qPmTVrf3euIwcIMtaeb13H2TNUecEDzzwQFx++eXxnOc8J5YtWzbSe4Gq8OciPVlVf03LqgAAamVEWVWvQmC31OXACFlVjmRV+a8FMEppchgnBo7YxMSEEAsAaJQ6nByYrhDYVuKpgcMYgzJgRP/TATfFDaWVA/M+NTCpDNj9deXA4eW9Q9g4lAEjhKcwDmRVAMC4Wzo5m2vt+MMBdl7vlmEn9ojZ3dg/MTEZx/5w8VJgP6lODlzRf8Cq0zC7sf9PvDT1dXVRZhaQZa1hs480a9qJHYCiyKoAgHE3yqyqFLKq3Miq8lsLoG4UAytAiAUAULxsZcBuJZYDV65Pd2rgGBQC+5UBu9WtHNivEEj+8ggCFQKBJpJVAQDjqD1kNffr9763lIGrL+4csspSCvzTPebvxN6vHLhqxaUREfE/A99ddk0esmq6rFmHgSsAiiKrAgDG0aizqiy6s6p+ZFUMQlYF0J9iIAAAuavSqYH5FAI7VagcqAxYKVnLgVkKgU4NzE+WIHBcyoARCoEAAEDzdQ9Zzfta1oGrProHrJ7xw9PjmIwnBfYrB/7NY49bcM2quC/+J1akWmfQndgNWeWr/b686AGocco6AAAAoMqqkFVFRKyOiK0ZXqtfObBdBpz3mKyqNmRVANW0ZNQ3wKyJiYlR3wIAQK6m3zNV3mJHLHyo9b/fXUApcARWrl/42KumG18KPDqelUspcFPcMPzNFOARccjcxzCvQXlardbcxziYmZlRCoQxJ6sCAJpu6eRkz0Gruee9973pX/wjH1nw0BcnJuc+OrVLgV8+5IMxlbIU2Pane8z/9XkP/3Cc9+Gfxrk/em382akPSbxmkMGpbr0GtP4nXmrQKift9+Sd78uHeY/eK8vIO+sYl9wEgPLJqgCApqtKVtVpdfqVImJhVhUxWwhMKgXOfV1WVVmyKoDqc2JghUxMTMT0dLMHvAGA8VL2yYGtPyqrCFjiqYERs+XAU04tb70RKep0wE1xQzwunlTIa3frd2pg3mU+Jwfmo9eOZOMUEioCAt1kVQBAEw0yYJWLj3wkvvie3oNanaXAr+0sBQ6zG/sHW7uGq/4qfhYREW8+fd/ZX3/sZwuuyWM3dgNW+en3vnxmZiaX3diLzjoG3fkdANKSVQEATVSlrCpJXlnVIGRV1SKrAqgPxcCKEWIBAE1TRjmw9TvX7vzs/xa6znwllQMbXggsqgzYbdTlQKf7VV+ZoWPVCECBXmRVAEBj3HVX5kuXvve9seMP/3Dg52/7m/5DVkmlwKz+uvW9iIhYFdfOe7xdBuxVDsxidkDr+bm8Funelw87cAUAdSerAgAao2JZVZ4Wy6qKIqvKl6wKoH4UAwEAKFwR5cBdZcAO2349Yq8yy4EFanghcEWsHPUtFOrUOCP+Lb5QylpODczPuIWOCoHAoAxcAQC1lTBgteNLX4qla9emfql+A1dJA1bPeDDia0sWPrdfKXCQndjbA1ad/ieOTF0OTL8TuyGrvNm1HADSkVUBALVV0ayqnzyzqn5kVaMnqwKoH8XAChJgAQAsLrEQ2KnUcmDOpwY2vAwYsbAQeF1cE0+No0pZu6xTA9unBZZ5SqByIGkIcAEAgMbrs+N6ngNX/XZc7x64GvSkwKSBq79ZPR1HX/Kf8TerF//viMWUAw1YVckwO7EXTeYAAAAACSqcVQ0qKatKKgN2K6YcKKuqElkVwOgpBlaUciAA0DTDnBrYtwzYrW7lwDEsBHZqQjmwXQbs9KO4udRyIPQi7ASGJasCACqvz4BVt2EGrrbuSHdNe+Bq0FJg2+qIeHPHgNWKFSkX7pCtHGjIqixpd2Kv0sCVzAGAUZBVAQCVV4OsKq3urKpIsqrRklUB1ItiYIUJsQCApklbDkxdCByZjOXAMS8EdqprOTCpENipzHKgUwNJIvAE8iSrAgCaJu3A1Tt3vsV67YPZ1mvNLBm4FPjmx39/52e/SL3OYjuxt8uAS5cmXzc7cPXS1OuRj7oNXMkcABg1WRUA0DRlZ1VpFJFV9SOrGi1ZFUB9KAYCAFCqfuXA3MqApZ4amIIyYO31KwOOknIgEcJOoFgGrgCAytpnn9Q7sUf0H7h6Z8JbrA8uST9w9YwHI756yIf6Pm/XkNVOj9stYlP+5cCFzzdkVSeGrABglqwKAKisGmRVg5waWHRWtfjzZVV1IqsCGC3FwIoTYAEATZRUDizkdMBSy4F9Tg1UCOyryqcGDlMGLPPUwAjlwHEm7AQAAMZejgNXSUNWnfIeuFowZNUp48BVPwasqqfXTuyjHLDqlHa3eAAAABhbsqpUZFXVI6sCqAfFwBpQDgQAmmj6PVMx+e2lxS806nKgQmAqVSsH5nU6YNnlQMaHcBMYBVkVANBEO770pXjXsYvvxp4kj4GrnkNWnR63W8SPdqRaK2kndgNW1dc5zFSVAatuBq4AqBJZFQDQRLXIqlKWA2VV9SSrAqg+xcCaEGIBAE2y1+TO0wL/roBTApOUXQ485Y9LWmu08iwEdhp1OTCvMmC3MsuBTg1sNmEmUAWyKgCgsjLsxL7bM9INWQ3rGQ9GPOuwAYeshvQ/cWREPKGUtchPVYesOhm4AqBKZFUAQGXJquaRVdWTrAqg2hQDa0SIBQDU3VwhcKfvvvrIOKyscmAJ/uKU2RMQ3zri+yhSUWXAbmWXA6+Oq0pZq0zKgc0jwASqRlYFAFTWgANX3UNWb9we8Y7l6ZZKuxP7s94zxJDVoWn/064hKwBgfMiqAIDKampWlfrUQFkVABRBMRAAgEJ1lwG7lVYOLPDUwHYhcO7XcUG8NdYXshb5KrsQWOapgRHKgU2gDAgAAJC/XruuFzFwlThgdUZEvC/dOoMxYEV57MQOAAAAw6t1VtW3HCirojyyKmBcLRn1DZDOxMTEqG8BAGAge01O9i0Flm7br+f6cn9xytIFpcC5r8UFua5VFffFPaWtdV1cU9hrXx1XjeyUwLKKej+Km5UCa2xmZkZYCdSCrAoAqKx99lnw0G7PWNtz0GoYH0z4r67Pes/3e++6fkbGxRJPDnxCGLRiFFqt1qhvAQDmyKoAgMpqclb1OFkV1SGrAsaREwNraGJiIqanp0d9GwAAibKUAUs7NTAil5MDFysDLnheQ08OvC/uiRWxspS1rotr4qlxVG6vN6oyYJmUAZvBLmZAnciqAIDK2mef2O3w9FlVlp3YI2YHri79mx7DVUmG2o390AwXQv7kGABUiawKAKgsWRWUQlYFjBvFwJoSYgEAVZLHyYCllgMzGLQMOC7qVg6sWiHwR3FzPCIOyfX1aB5BJVAnsioAoGomnjmbV133s2zXpx24uvQTn8m2UAZP/v6rYvt998d1pa0IAFAvsioAoGqanFU9ddNLIyJkVQAwIoqBAABklkchsFNp5cAUpwYOWwhs6qmBdVC1MmC3PMqBCoEAAACwS3vAqtNTH5J94KqfxAGrA78dseUp6V5owJ3Yn/z9V0XEn879+qlxVFwX16RbCwAAAIBSND2rahcC534tqwKAkVAMrDG7WwEAo5J3IXAk+pQD8zwhsKnlwKqeGlj1QmCnrOVAhcDx4dRAoE5kVQDAqCQNWXXKOnCVtBP7QLut5zxwNTdktWL3hV8zcEWXdo7QarVKXQ8AqkZWBQCMythkVUlfk1XRRVYFUDzFwJoTYgEAZSmrDFjaqYERieXAPAuB815XOXBo/cqBdSoEZqEMOL6UA4E6kVUBAGXpN2DVbZiBqyP+aYABqzx0DVz1GrLqZOCKpNxgZmam0IErWQUAdSCrAgDKIqvqeJ6sauzJqgDKtWTUN8DwJiYmRn0LAAC5+u6rjyxvsW2/Hn9xytK5jyL9RVxQ6OuPyn1xT2lrJQWHV8dVtS4F9iv8/ShuVgqktJ3TAPIgqwIAmuKIT54QR3zyhGwXH/jtbNedMTtkNeigFeNtZmam59BTEQNR/dYEgKqRVQEATSGroupkVQCjoRjYEEIsAKBo26amRn0Ludvw6m/Ghld/c9S3QUrXxTVzZcA6FwI7JRX/FAIBqDNZFQBQtOmvps+qnvqQwZ63YMjq/gtTrxURqQeuNqy/MjasvzLTUk+NozJdR/20h50GHXjKazDKkBUAdSarAgCKJquaT1Y1PmRVAKO326hvAACA+tg2NRV7TU6WstZ3X31kHPZ31+b+uklFwD1ij/h5/Dz3tZL8RVwQb431paxVpvvinlgRK0tZp6mUAOmn1WoJNQEAADpMf3UqJp6ZLqt66kMirvtZ8td67rh+/4URu/9eqrUGkTRc9dI4PS6ND6d+rafGUXFdXJPHbVFBo8gE5BAAAAAwOFnVfLKqZpNVAVSHEwMbxO5WAEDTfPfVR+b2Wv1OB9wj9shtrX7+Ii4oba0yFVXauy/umfuAcddqtUZ9CwADk1UBAGXIYzf2BbuuLybLbuwJO7G3d1vvteP6S+P09GuF3dibJu2O671eJ8u6ANAksioAoAyyqvlkVc0iqwKoJicGNszExERMT0+P+jYAgAYr89TAiOFODuxVBEzi5MDh5XlyoCIgANSfrAoAqKqnPiSideEAA1Z5OPDbseGlt6e+zG7s46uIQaeZmZmeGw4ZrgJgHMiqAICqklVRZbIqgGpzYmAD2eEKACjatqn0u1uVpX0yYNpSINXgdEDoz6mBQN3IqgCAoqXdib112vejddr3sy2Wdif2l75g9qMk18U1Bq1qKq8d1/utsdi6ADAuZFUAQNFkVbvIqupLVgVQH4qBAABkUmY58LuvPrLvc/IqA+4Rewz9GoP6i7igtLXKlLbUpwwI6SkHAgAAzNdv4Ko9YDVvyOrf35dtsX4DV+0Bq44hq7PjtZmWemmc3vc57QGrJg9ZlTkQVPbw0ajWM2QFAAAAxZFVyarquNYo15NVAWSnGNhQdrcCAJomqRxY1OmAyoHDG6TkpwwIw1EOBOpEVgUAlCFp4Krvjut5Dlz12XE9z4GrcRqw6hwIKmo4qMy1utcEAMonqwIAyiCrahZZFQBVtduob4DiTExMxPT09KhvAwBosG1TU7HX5GRp63331UfGZ+KDpay1R+wRP4+fl7LWX8QF8dZYX8paZbov7okVsXLBYwDAeDriiCPitttuG/VtAAANN/3VqZj80EPSXfTv74v41TPSL3b/hRGnfTHVJWfHa2NDhnzrpXF6vC3+KCIiro9vpb6+TvoNIM3MzOS2WU6Zaw26JgBQDnNVAEAZmpxVZS0W1o2sCoCqc2Jgw9nhCgAo2raphbtbFeGwK2Y/mqrJJwd2fgD5cmogAADALpNHTMbkERk3sUq7G/tpfzP7UYKz47VjMWiVZlfyYQaWknZcL2qtpHUBgOowVwUAFElWVW+yKgDqwomBY8AOVwBAnXWXAc++4rWx4fhmnRrYxNMCgfK0Wi1hLVArRxxxRHz7298e9W0AAA2ROFz1vkMjzvh++hfrtxt74nDV9yLiCamWGXQn9nEYsOpU9PvbUbx39n4dAKrPXBUAkCdZVXPIqgCoC8VAAACGtm1qKvaazLjDVYJ+JwM2oRyoDAgAAACQzUA7rec5cNV3t/V8B67Gbcgqq5mZmWi1WgM9r6y18lyTcnX/+/XvEAAAgEHJqoiQVZEvWRWQhmLgmLC7FQBQtDzKgf0KgaOSZzlQIZAqWxErIyLivrhnxHcCQNPJqgCAtAYasMrLv78v4sJfpLxo+IErQ1bpd2LvNQSV97BMv4Erwzn10+vfZ9GnAgBQLbIqACAtWdV4kFVRJlkVkJVi4BgRYgEARctaDsxSCCzz1MBhKQNSZe0yYPdjyoH1IPQD6kxWBQAM5J/+afafR2S4NstO7M+6cfafFz4+w4LpGbBaaNiBqyLfKycNXHlvXi9pdtMHYLzIqgCAgciqxo6siiLJqoA8KAYCADASeZwOWGY5MO2pgcqAVF1SIbD768qB1SXIBQAAGq09YNVh6i1vjsm3nJf+tQYduGoPWbVd8p8RL0s7cJVuJ/YXx7qIiPjH+EjKdehW5vtk78nrKcuQlZ3YAQAAiAhZFanJquhHVgXkacmob4ByTUxMjPoWAICG2zY11fPrh12RTymw7ewrytupao/Yo+9z3hrrlQKprBWxcu5j0OdTLTMzM0I+oFFkVQDAPP/0T4mDVm1Tb3lz/ms+68aFg1Ztl/xnhhf8Xs+vvjjWzX10PsZ8dsomL61Wa6jfT34vAowXWRUAMI+sip3kA+RFVgUUQTFwDAmxAICiJZUD8y4EjkpSObBdBlQIpKrSlAGTrmX0FAKBJpNVAcCYaw9Y9Riy6pRp4Op9hy58rNeQ1dAWDlx1D1glfZ35DLkwjGGHrAAYX7IqABhzsqq5rzOfnIFhyKqAIu026htgNCYmJmJ6enrUtwEANNi2qamY/OlkKWudfcVrY8PxHyxlrYjZcuDZUd5JhZCFQl/9KQICAADk6H2HRnzqc+mvu+Q/I172+AwLfi9eHBtSXfHiWBf/GB/JsBbQVsSAVavVktMAAACQL1kVjAVZFVAGJwYCANAIZ19RTlHv67FHfD3h1ECoimFOB+z1mpTH6YDAOLITOwCMsZNOSn1J6p3YD/n+7EdWl/xnyguesPMDKNPq1asLe207ugOMF1kVAIwxWRWQg6JPCJRVAZ0UA8eYEAsAKNrUvlOjvoXcdBcCn2dHLCqkXQYsssCnHFg8hUBg3MmqAGCMFTFw1R6w6hyy+tMnpl5ncE+I7iGrLDuqvzjW5XVDteY9MoNqtVqFFgIBGF+yKgAYY7KqObKqWbIqBlV0IRAgiWLgmBNiAQBFK7McmPepge0y4GInBCoHMm6UA4shQAYAAIj8Bq767biedeAqcSf2hQNW3QxcDa79/th7ZPppD1gZsgIAAKAwsqo5sipZFb3JqoBRUwwEAKBwdSsH9ioDQhXdF/eUtpZyYH4EyAAL2cQKAEhr6i1vTt5xvZehBq76D1jlYZwGrrw/ZlCjGrDyexRgfMmqAIC0ZFX1JwdgULIqoCoUAxFiAQClqEM5MEsh0KmBVIVyYP3YKQwgmawKAMZYyp3YJw87LyYPOy/bWmkHrl72mNmPDLLsxB7R/IErAywMYlQ7rjsVAIA2WRUAjDFZ1TyyKpBVAdWkGEhECLEAgPHVLgMOc0KgciCQlXIgQDJZFQCMsT4DV+0Bq3lDVu84NNta/Qau2gNW84asbsi0VNqBq3+Mj2Qe0qoL74npxY7rAFSJrAoAxpisau75sirGmawKqDLFQOYIsQCAolXp1MBhy4DdlAOpAqcG1pNwGQAAoEvCwFXfHdfzHLjqu+N6toGrftoDVk0fsurkPTGdRrXjeoQhKwAAAHqQVRXy+lUkq6KTrAqoi91GfQMAAIyXqX2nYvKnk6WsdfYVr40Nx39w3mN5lgGhiu6Le0or7a2IlaWWEQEYLxMTEzE9PT3q2wAARuWkk2LyuykzpHccGvHG76df60+fGPGjn6e86IaIeFKqK/4xPhIvjnULHht3rVbLkMsYq8rAnd+HAPQjqwKAMSerGhsygvEmqwLqSDGQeYRYAEAZyi4HPu/4j5Sy1vPiI/G5rsAMRkE5sH4EegDJZFUAQOHefsbsP097dynLGa6C6gxYdZPPANCPrAoAKJysCkonqwLqbsmob4DqmZiYGPUtAABjYGrfqcLXuOrY2Y8yPU9gxhgqq4TYdFUNGgFGTVYFAONr6rAM+dE7Dh3seW8/Y9egVUTER/84/VpxQ6pnr4iV3kMvYtD3xK1Wa94H9VKHf29Vvz8ARk9WBQDjS1Y1PmRV46EO/96qfn9ANSgGkkiIBQCUoYhyYLsM2FkI/OMd63JfB6qu7FP8hMX5EOgBJJNVAcD4yn3gqnvIqlMBA1ftAavO983eQyfr9Z54sSEd76Orz3AcAE0kqwKA8SWrGh+yqmaSVQFNpBgIAEAj9DsdsMxyoFMDqYqyyoH3xT2lFxEBAACgp+6Bq15DVp1yGrjqt+O6gatknQM5gw7pGOKppjoPWNX1vgEAAKgwWVUtyaqaQ1YFNJliIIuyuxUAUIZhTg1MOh2wF+VAyJdCYDEEegDJZFUAML4y7cQeMTtwNeiQ1dBuSNxxvRcDV8myDOl4L10NTdpxvQnfAwDFklUBwPiSVY0XWVV9yaqAcaEYSE9CLACgDGnLgWnKgKOkHEgV5F3ca5cBFQKLJdADSCarAoDxlXrg6oSdH1mk3In9L+PL8Zfx5YyLQf01ZcCqWxO/JwDyJasCgPElq4LqklUB40YxEACASuhXDkx7OuBiyjw1EKoijxKfMmD5BHoAyQxcAQCLOiEWDlk954vZXqvPwFV7wKpzyOrN8depl7ETe368jy5fU4esACANWRUAsChZ1ViTmZRPVgWMK8VA+hJgAQBlSSoHFnE6YJnlQKcGUhVZS30KgQAAAFRF4k7sSQNW3XIcuOq347qBq9Ey+FMOQ1YAAAAgq6I/+Uk5ZFXAuFMMZCDKgQBAWab2ncrtdMBelANhce0yoELg6AkuAZLJqgBgfE0dNjXYgFVePvrHiTuu92LgarS8ly7OOA1ZzczMxMzMzKhvA4CakFUBwPiSVdHPuGQpoyCrApilGMjAhFgAQNMoBzJu+hX9lAGraVxCTIC0ZFUAMH5eMDEZL5iYzHZxhp3Yn3faS+N5p70023oZGLiiqsZlyKo9YGXICoAsZFUAMH5kVTAasiqA+RQDAQConL2unRr1LUBjJRX/FAKrbxwCTYAsDFwBQPO1B6w6h6weuV/GFxtw4Kp7yOrq2DP1Uml3Yi/zvXnZwySGV+prHIasDFgBkCdZFQA0n6wqf7IqBiWrAkimGEgqAiwAoCxllQOdGsg4age4CoEANIG8CgCaqd+O65kHrnrotet6EQNXZb43TxooKXq4pOz1ktaEJAasACiSrAoAmklWlS9ZFewiqwKGpRhIagIsAKBplAOBOmj6rmcAAABJO673kmngKmEn9l5DVsNKGriq0o7rRQyb9FqzyPUMztCP3ycAAACkIavKn6wKdvH7BMiLYiAAAJVV1qmBEcqBQD0oBwIks5EVAJDKc744N2CVZsgqy07sEbMDV2XuuB6Rbqgkr+GTMgdZDFiVoyk/X79XACibrAoASEVWteC5Za+Z11ryh2I15efr9wqQN8VAMhFgAQBlKbMcCFAHyoEAyeRVAFB/n5lOnwOl3on9yj+e/cgo7cDVm+IP4k3xB5nXy6rM945pB1mGGXoxNFO+Ov+8/X4BYJRkVQBQf7Kq/MiqyEudf95+vwBF2W3UN0B9TUxMxPT09KhvAwAYA3tdOxXbjpwsfJ0/3rEu3r30I4WvEzF7auDnYl0pawEAAADUxWemp+IFE+lyoEfuF3HrnT2ekDBc9blLro/nvezJKe9uMKMYrkrSarVS7cSedUArzTrDrpdlLcaP3yMAAADkRVaVH1kV48rvEaBoTgxkKHa3AgCa5o93rCttrefFR0pbC2gWpwYCJJNVAUAz5LYbe58d1z93yfWp14lI3om9vdt6VQat2tK8fxxmQKXM96neE5evLsNLW7durc29AjAeZFUA0AyyqvzIqshDXfIfJwQCZXFiIAAAtVDWqYERTg4E6sHOcwDJJiYmYnp6etS3AQCMwCP3i7j10sWHq5Jk3Y396tizkZlOmbuxl73zO8MZ5t9X0bZu3RqXX375qG8DABLJqgBgfMmqhierYjFVzqr8XgDK5sRAhmZ3KwCgLHtdm34HrqycHAjUQVVDTgAAgGGl3Yn97p0fWaTdjf1z8UvxufiljKuVb9D3jq1Wa+j3mWWuxXhr77hu0AoAAIAyyKryI6uiiWRVwCgpBpIL5UAAoEme9ekPx7M+/eFR3wYAABnJqgCgGfoNXN0dC4esVr/03ZnW6jdw1R6wmj9k9c1Ma41Cr8GmvAefylrLsFb5qjDYZMAKgDqSVQFAM8iq8iOrIg9VyIhkVUAVKAaSGyEWAFCGok4NbJcBOwuBn/vkjkLWSuLUQCAr4TJAMlkVADRD0sBVvx3X8xy46r/jej0HrtpDT0W9pyxrLe+JyzPKnfPtuA5AE8iqAKAZZFX5kVUxDFkVwC6KgQAA1E6e5cB+pwMqBwJ1IFwGAACa7DPTU4k7rvcyzMBV8o7rvdRr4Kqs95BlreU9cbGqMGQFAAAAVSKryo+sirRkVQALKQaSK7tbAQBlGaYcmHQ6YC/KgQAA9SSrAgBS2fHu2Q8Yc0Xv0t+LHdcBaDJZFQCQiqwKIkJWBdCPYiC5E2IBAFWUtgwIUDd2nQNIJqsCgGb41+n0m0QNvBN795DVx5+Weq20O7GviJWxIlZmWAeKY8AKAIonqwKAZpBVQfFkVQCDUQykEEIsAKAMg5wamFcZ0KmBQB0oBwIkk1UBQDPkPnDVa9f1Agau2gNWnUNWBq6GY0BneKPacd2AFQDjTFYFAM0gq6KbrGN4siqA9BQDKYwQCwAoQ1I5sKjTAZUDgTpQDgRIJqsCgPG1YOCq15BVp5wGrvrtuG7gKh1DOvkY9Y7rADDuZFUAML5kVc0iq8qHrAogO8VAAABqb69rpworA3ZTDgQAqC8DVwBQf1l2Yo/YOXA16JDV0L6ZuON6Lwau+jOkMzw7rgNAtciqAKD+ZFXjS9YxPFkVQD4UAymUAAsAYDjKgUAWTg0EWJy8CgDqL+3A1dYtsx+ZpN2J/eiHzn6QG0M6w7PjOgBUl6wKAOpPVjVe5B3Dk1UB5EsxkMIJsACAMkw95qmlrVXWqYE3x25xc+xWylplemlcHC+Ni0d9G9B4yoEAi5NXAUDztQes5g1ZHZvxxfoNXLUHrDqGrO47+tupl7ETezLvb7Ox4zoA1IesCgCaT1bVHLKqbGRVAMVRDKQUAiwAoAxNKAe2y4CdhcAnx8cLWats3YXAJpYDnx3PjWfHc0d9GwAAANB4STuxJw5Ydctz4KrPjusGrijbqAasIuy4DgAAwHiTVcFCsiqAcigGUhrlQACgafIsB/Y7HbCu5cB2GXCxEmBTyoHdhUDlQKrCTnUAi5NVAUD9/ev01GADVnn5+NMSd1zvxcBVPry/XdwoB6wiDFkBQF5kVQBQf7Kq8SGrWpysCqB8ioGUSogFABStzFMDh5V0OmAvdSoH9ioDNkW7DLhYCVA5kKoQSAMsTlYFAGMqy07sr7hu9qMkBq4W8v52vlEOWEUYsgKAIsiqAGBMyapqSVY1n6wKYHQUAwEAaJwyy4FpTw1MWwasmyyFwLoVCHuVAaGqBNIAizNwBQD1NvXjqWwXDjpw1T1kdfW21Eul3Yn9vrgn7ot7Uq9TBwZ0hmfICgCaTVYFAPUmq6oXOcfwZFUAo6cYSOkEWABAGapWDsyrDFjFUwPbZcBhCn51KAdmKQQqEFIlyoEAAEBTZR646qXXrusFDFy1B6zGZcgq67DOOL+3HfWQVUT2f28AAAAwTmRV1SerGp6sCqA6hioGbtiwIVqtVqxfv37usdtvvz3WrVsXBx98cOy5555xwgknxKZNm/q+1qc//el44hOfGMuXL48nPvGJ8ZnPfGbe1w855JC5/wPp/DjjjDPmnrNu3boFXz/66KOH+RYpiHIgANA0SeXAok4HrEo5cNgyYNLrVU27DDhMwU85EACqT1YFAPWXaeAqaSf2XkNWQ0oauGrygFVE7x27DVwNpgpDVm1VuQ8AaDpZFQDUn6yqmmRVw5NVAVRP5mLgNddcExdddFE85SlPmXtsZmYmTjrppLjpppvisssui2uvvTbWrFkTa9eujXvuWfwvCd/4xjfiJS95SZx66qlx3XXXxamnnhqnnHJKfPOb35y33ubNm+c+rrzyyoiIOPnkk+e91gknnDDveZdffnnWb5GCCbEAgKKVeWpgxGw5sKgyYLdRlgPzLgRW0bBlwKTXgyoQigIsTlYFAGPq2Ng1YJVmyCrDTuwRswNXTd9xPaL3kBWDqdKQFQBQPlkVAIwpWVUhZFXDk1UBVFemYuC2bdvi5S9/eXzoQx+KhzzkIXOPb9q0Ka6++ur4wAc+EEcddVQ84QlPiPe///2xbdu2uOSSSxZ9vQsuuCCOO+64OPvss+Owww6Ls88+O4499ti44IIL5p6z//77x4EHHjj38fnPfz4OPfTQOOaYY+a91vLly+c9b99991103e3bt8fdd98974NyCbEAgKKVVg7c4/TZj4ZqlwGLLgSOunCYdyEQqkhQC7A4WRUA1Fvqndhv3vmRVdqBq6vvmv1osLRDVgayFqr6kFWV7w0AmkZWBQD1JqsaPVnV8GRVANWXqRh4xhlnxHOf+9xYu3btvMe3b98eERF77LHH3GNLly6N3XffPb72ta8t+nrf+MY34vjjj5/32G/8xm/E17/+9cTn33///fHxj388Xv3qVy/4H/OrrroqDjjggHj84x8fv/M7vxN33HHHoutu2LAhVq9ePffxyEc+ctHnUhwhFgBQa12FwOs/+4rSli7j1MC3xXvibfGewtfpVHY5sF0GLLoQqHBIlQhGARYnqwKAeus7cHVzLByy+kaBG0u1B6zmDVlNF7feiGV5v5l2OKuJA1rtAau6vF+vy30CQBPIqgCg3mRVoyWrykZWBVAvqYuBl156aXzrW9+KDRs2LPjaYYcdFmvWrImzzz47fvazn8X9998f73jHO2LLli2xefPmRV9zy5Yt8bCHPWzeYw972MNiy5Ytic//p3/6p7jrrrti3bp18x4/8cQT4+///u/j//7f/xvvfve745prrolf//Vfnyssdjv77LNj69atcx+33nprn+8eAIA6yv3UwHYZcJETAuteDmyXATsLgU+MlLuK1cCG+GBsiA+WuqZyIAAAABQvceDq5ui943rWgaukndgTB6y6GbgaVHvAqslDVgAAAEBzyapGS1Y1OFkVQD3tlubJt956a5x55plxxRVXzDsVsG3ZsmXx6U9/Ok4//fTYd999Y+nSpbF27do48cQT+7529/+JzMzMLPp/LB/+8IfjxBNPjIMPPnje4y95yUvmPj/88MNjcnIy1qxZE1/4whfihS984YLXWb58eSxfvrzvvVG8iYmJmJ5u7l8qAYDRm3rMU2PypuuGe5FFioCj9uT4eFwfw5cR+50M+MTYFjfGXkOvM4iXxsVxabwq99dNKgIeH8+LK+Jzua8FVddqtRoZVAPkQVYFAPU39eOpmHxgMt1F33hqxNMz5EdXb4uIX6S/rsHSvudM+m/DTX3P2pThKrkCAJRHVgUA9SerGi1Z1eJkVQD1l+rEwOnp6bjjjjtiYmIidtttt9htt93iy1/+cvzt3/5t7LbbbrFjx46YmJiIjRs3xl133RWbN2+OL37xi3HnnXfGox/96EVf98ADD1xwOuAdd9yx4BTBiIgf/vCH8aUvfSle85rX9L3fgw46KNasWRObNm1K820yIhMTE6O+BQCg4TKfHNjjdMDFlHlq4DCSTgfspcyTA18aF+f2Wv1OBzw+npfbWv04NZAqaUrAC1AEWRUAjKm0u7F/8t9mPzJp9nD3oO85u3cit+N6fTTt+wGAKpNVAcCYklXlRlY1n6wKoDlSFQOPPfbYuP7662Pjxo1zH5OTk/Hyl788Nm7cGEuXLp177urVq2P//fePTZs2xdTUVDz/+c9f9HWf/vSnx5VXXjnvsSuuuCJ+5Vd+ZcFzL7744jjggAPiuc/tP0x75513xq233hoHHXRQiu8SAABiVxlwiFMCyywHPjk+nur5acqAozRMObBdBuxVCOykHMi4EowCAABNNbVsKtuF/Qau2gNWnUNWn/xqtrXGeOBqseGjIt+nttcsa/CpzLUAAACAapNVjZ6sSlYF0ESpioGrVq2Kww8/fN7HypUrY7/99ovDDz88IiI+9alPxVVXXRU33XRTXHbZZXHcccfFSSedFMcff/zc65x22mlx9tlnz/36zDPPjCuuuCLe+c53xne/+9145zvfGV/60pdi/fr189Z/8MEH4+KLL45XvvKVsdtuu8372rZt2+JP/uRP4hvf+EbcfPPNcdVVV8Xznve8eOhDHxoveMEL0v5cGBG7WwEARet7auCQZcBuVSoHpj0dcDFlnhqYVtoy4CgpB1IlQl+AZLIqAKi/XAeu+u24nnngqtk633MOOnyU9/vUMge7xm3Aaly+TwCoAlkVANSfrGr0ZFXNNi7fJ0CnVMXAQWzevDlOPfXUOOyww+L1r399nHrqqXHJJZfMe84tt9wSmzdvnvv1r/zKr8Sll14aF198cTzlKU+Jj3zkI/GJT3winva0p8277ktf+lLccsst8epXv3rBukuXLo3rr78+nv/858fjH//4eOUrXxmPf/zj4xvf+EasWrUq72+TAgmxAICiJZYDcy4EjkpSObCI0wHLLAcOcmpgXmXAMk8NBADqQVYFAPU31MBV0o7rvWQauGr2TuwRiw879bsmjzXLGOwatwGrbuP6fQPAKMiqAKD+ZFWjJ6tqtnH9voHxtVv/p/R21VVXzfv161//+nj961+f6pqIiBe/+MXx4he/uOd1xx9/fMzMzCR+bcWKFfEv//IvPa+nPiYmJmJ6uvl/sQQARmfqMU+NydsmS1nr+s++Ip78W71P88vTk+PjcXL8rPB1nhjb4sbYq/B1ImbLgZfGq+Y9VtSpgMfH8+KK+Fwhr93t2fHc+Lf4QilrQT+tVmvR99wAAADj5uqdsdHRt5a14nREGPLOQ5bBn6zviQ0Z7SJXAAAAgOLIqupLVjUasipgnOR+YiAAALDQ9Z99RSnrHBv/FcfGf5WyVkT5Jwe2TwYsqhTYVubJgc+O55a2FvQjJAZIZid2AKi/QXdiv3py16BVRMTVL1iffrG0O7G/e5/ZDxYo832q98TD8zMEgHLIqgCg/mRV9SSrqhc/Q2BcKAZSWUIsAKBoUwcPFrLVQXch8Kdx5wjvJn8Hxg/jwPjhqG+jMMqBVIlgFCCZrAoA6q/XwFX3kNW8rxUxcNUesOocsnr399OvMwYMXNWLnyEAlENWBQD1J6uqJ1lVvfgZAuNAMZBKE2IBAEUrsxyY96mB7TLgYicEllUOLPLUwO5C4O2xpbC1upV1auAz4th4RhxbyloAAAAw7roHrnoNWc17Xl4DV/12XDdwlSjNAM/MzExt1moqA1cAAAAwGFlVPcmq6kVWBTSdYiAAAGOvbuXAXmXAUcm7HNjrhMAmlAPbZcDOQuA5cX4ha0EWQlGAZDaxAoBmmFo2NfCQ1dA++dXkHdd7MXA1tDKHoAxcJZMtAEDxZFUA0AyyquaTVY2erApoMsVAKk+IBQA0TdZyYJZCYFmnBkbkUw7sVQjsVNdyYL/TAZUDqRKhKEAyWRUAjK/UO7Gf8sjZjxLMzMwY+ukyzM8j7XtiP3sAYFRkVQAwvmRV9SKrAqAoioHUghALAChamacGptEuAw5zQmCZ5cAs2mXAQQqBdZR0OmAvyoFUiXIgQDJZFQDU327XZcuC+g5ctQesOoes/nhj+oUG3Im9e8iqrKGfMoe7RjVI5j0xAFAXsioAqD9Z1XBkVQCMM8VAakOIBQAUrcxyYL9TA4ctA3YrqxyY5tTAYcuAVT41MG0ZEKpMuAwAADRVrgNX/XZcz3ngqtcAUlGDSe01yxjuSlor6+sMI8174qrvxD4OA3IAAABQZ7KqdGRVxa5VNFkVQH4UAwEAoMOoy4F5FwJHoV85MM/TAatWDsyrDOjUQACoPptYAcB4u/oF65N3XO8lp4GrrVu39r0sr0GXQYae8hyqKWJIZ5wHrsockOtcDwAon6wKAMbbqLKqQbMAWdX81xyGrCr9egBNpxhIrQixAIAylF0ObJcBiy4ElnVqYERyOTDPQmCnUZcDizodUDmQKnFqIHWxYcOGaLVasX79+rnHbr/99li3bl0cfPDBseeee8YJJ5wQmzZt6vtan/70p+OJT3xiLF++PJ74xCfGZz7zmXlfP+SQQ6LVai34OOOMM+aes27dugVfP/roo3P7fhk9WRUA1F+WndiPvm72ozTv/n5E/MtAhcC8lD00U/R6ZX8vo1T2gFznmgDMJ6uibLIqAKi/OmVVTcqOyl5PVrXwOUWsCTAuFAOpHSEWANAYd50w+1GissuB7TJgEYXATmWXA4sqA3ZTDqRKlAOpumuuuSYuuuiieMpTnjL32MzMTJx00klx0003xWWXXRbXXnttrFmzJtauXRv33HPPoq/1jW98I17ykpfEqaeeGtddd12ceuqpccopp8Q3v/nNeett3rx57uPKK6+MiIiTTz553mudcMIJ8553+eWX5/ydM2qyKgCov0EHrhYMWU29KP1iaXdi/+P/mv2IiNWr/2+qS4cZfkn7HrDMnc6zvPawrz/o9XmsldUoBp4MWQEsTlbFqMiqAKD+6pJVtVpXpLpUVrXrtWVVzVkToAoUA6klIRYAULRCTw3sKgRe8NGri1trRDbEG2NDvHHUt5G7rbE0tsbSUd8GjIxyIFW1bdu2ePnLXx4f+tCH4iEPecjc45s2bYqrr746PvCBD8RRRx0VT3jCE+L9739/bNu2LS655JJFX++CCy6I4447Ls4+++w47LDD4uyzz45jjz02Lrjggrnn7L///nHggQfOfXz+85+PQw89NI455ph5r7V8+fJ5z9t3331z//4ZPVkVADRbz13Xixi4ag9Y7RyyGkadBq7ylvfgU6/XGuWQVec9pDHsv68i/313n2YFUDeyKkZNVsX/n72/D7O7ru/E/9ckhBDYEAUDSSzmi1SlGJHtCY3k2yqWEEG+/YE3hRU2SKttd0UN8mvdRsyKd0S0y+ZSvrjAblHsciOl/Ggv2TahFpRLoMxIaHR7k4oWuiZwlWIiiEmE+f0xnMmZmTPnnM85n/vzePQ6F+XkzHl/ZpjB+Tx5Pd9vAOqtTFlVncuBaZNVdSarAujfQUVfAAAAlNXostFY+cOV6b1hh9MBN9/4QFxy4RvSW6uDf42n4og4MvX3bVcEvDY+F78Tv5f6Wu08Ebvi6FiSyXtPLwPuj4UxL36cyVrTbYyr4pNxaebrvCFOjYiIB+KezNcCSNvFF18cZ511VqxZsyY+9alPTT6/d+/eiIg45JBDJp+bO3duHHzwwXHffffFe9/73rbvd//998eHPvShKc+95S1vmTJs1Wrfvn3xR3/0R3HppZfO+A8B99xzTxx11FHxkpe8JN70pjfFpz/96TjqqKPavs/evXsnrzkiYs+ePRERsX///ti/f/8sn311ND+HOnwu7bzwwgtFXwIV1fze8T0EU/nZIG9zHv7r+NmKqYPzp31n4q8Lun1w1xe08dFtEZ9+3dTnLnu04/stWDAx3LJkyV/Grl2n9bzUvn37YtGiRX1cZMShhx4au3fv7vn1Cxb088Xob612Wj/PQa5lNq3XmPVa/Uj6Nczze6MXzWuZ/vXstlbd7zWgH34ukkvza1X3rAoAgOwd9Mho/Oz1U2eWZi0DpuH/uy3iv5w07bneNq0aGdkS4+Nre15qfHy873LVyMhIboW/NNbKukTWeo1lLKwl/RqW7XtjtmvJ8/sQoBcj4/6tNGnPnj2xaNGi2L17dxx++OFFXw49GBsbK/oSAIAhMHA5sEMhcLq8yoERkVo5sJeTAfMqB0ZEquXAbqcD5lUOjIhMyoHNMuB0yoF0k/VOa3mtRbHSymFuueWW+PSnPx0PPfRQHHLIIXHqqafGSSedFJs3b479+/fHq171qvilX/qluPbaa+Owww6Lq666KjZs2BBr166Nv/iLv2j7ngcffHB86UtfivPPP3/yuZtuuil+4zd+Y8owVNNXv/rVOP/88+Oxxx6LZcuWTT5/6623xr/5N/8mli9fHt///vdj48aN8bOf/SzGxsZi/vz5M97n8ssvj49//OMznr/pppvi0EMP7efLAwAAAEAPfvKTn8T5558vq2oxW1Zlrqo6zFUBQPWtjD5nllbe3ueK/6avj0pSDBy0wJZ0hiDv9dJYs26SfA2L+OfV7/rmWYAsJZmrcmIgldZoNIRYAEA5JSgDFmWQkwN7KQO2qtrJgd0KgU1VPTlwtkJg658rB9JJ2rufdQpW67LTmsJjNh5//PFYv359bNmyZcpO603z5s2L22+/Pd7znvfEEUccEXPnzo01a9bEmWee2fW92/0zm+179X/8j/8RZ5555pRBq4iI8847b/L/X7FiRaxcuTKWL18eX/va1+Ltb3/7jPfZsGFDXHrpgX/X79mzJ4455phYu3ZtLYat9u/fH1u3bo3TTz895s2bV/TlZGbbtm1FXwIV88ILL8SuXbtiyZIlMWfOnKIvB0rDzwZFeVO8qfuLZv3gP+r9tZ988bTAjY/2/CELFozHH/7h3vjN35wfzz03Ert3/2rH1/d7Elw7vZwMl9Z6vZ5Cl+bnVzdJT/Ib5GvZ76mB/a7Zbr1hudeAJPxcJJfGaXjDklVRHeaqAGCIjb4jWTnwsydN/PXDvZ0SOF0vpwamVZbrdYYg73KeMmA6Bjk1cBD9rFmXeRag+hQDAQCgi9Flo72fGjhgIXDzjQ/kempgEknLgFXTaxmwqrqVASGpNALOXoPVKoeps32OVf6cymRsbCyefPLJaDQak889//zz8Y1vfCOuvvrq2Lt3bzQajdi2bVvs3r079u3bF4sXL45Vq1bFypWz/2/7kiVLYteuXVOee/LJJ+Poo4+e8dp/+qd/irvvvjv+5E/+pOv1Ll26NJYvXx47duxo++fz589vuzv7vHnzajXEV7fPZ7qTTz7ZwBV9mTNnjvITtOFng7x9M77Z/07sz3X58+aAVUTECy/+9eOvSjxw9dxzI/HccyNx8MF/1XbgKovBmYMPPnjWe5i018tzrbrq9DVslcbXs9e10lqv071E3e81oB9+LnqXxtdpWLIqqkU5EACqbTRG+8+qumnNqiaf+/nUy4FZ5Dmd/nt72uvluVZd5VnmTDKL4Z8fUBf+SyqV1xqoAgBkZXTZaOcX/OiM1E4J3HzjA6m8Ty/+NZ7q+ppN8fuplAKvjc8N/B69eiJ2dX/Ri3bH3IFKgftjYd8fm9TGuCrR698Qp04+klIkJCsjIyOTj7rq9XOs89cgL6eddlps3749tm3bNvlYuXJlXHDBBbFt27aYO/fAv98XLVoUixcvjh07dsTo6GicffbZs77vKaecElu3bp3y3JYtW2L16tUzXnvDDTfEUUcdFWeddVbX633qqafi8ccfj6VLlyb4LAEAyNtodMmBZv3Ad8x87rMnHXjM5rM/3996MTFwdeD/z/Zeq/W9s763y3Otuur09Ur769nLWmmeCtDr6/L63slzLaDcZFUAAGRBVjXbWrKqKpFVyaqA7DgxkFqwuxUAkIe2JwemVAacLs+TA/81nooj4sgpz2V1OuC18bn4nfi9TN57uidiVxwdS2b98zRPCNwfC2Ne/Di19+tkY1wVn4xLO74mrVLfG+LUeCDuSeW9qKey7upWlH4+zyp8XmW2cOHCWLFixZTnDjvssDjyyCMnn7/tttti8eLF8YpXvCK2b98e69evj3POOSfWrj2wW+WFF14YL3/5y2PTpk0REbF+/fp44xvfGFdeeWWcffbZceedd8bdd98d991335S1Xnjhhbjhhhvi3e9+dxx00NSY7ZlnnonLL7883vGOd8TSpUvjBz/4QXzkIx+Jl73sZfG2t70tiy8HJSKrAoDq63s39tF3RHz9e+lfUAd5DnfUda26ar3nzGPgqIi12v1Z0o8Z5DryWguoBlkVZSWrAoDqk1UN11p1Javq7WMGuY681gLKxYmB1IaTAwGAPIwuGz1wOmBGpcCmvE8ObJ4MmFUpsKnokwMHPSFwNkWfHDjI6YCdODmQbsqyq1tR0thlrYyfV53s3Lkz1q1bF8cff3x88IMfjHXr1sXNN9885TWPPfZY7Ny5c/LvV69eHbfcckvccMMNceKJJ8aXvvSluPXWW2PVqlVTPu7uu++Oxx57LH7zN39zxrpz586N7du3x9lnnx2vfvWr493vfne8+tWvjvvvvz8WLszvfzMojqwKAKov8W7sj35h4tGPAXZih07y3Bk877WaFi1aNOWvvXzMIOv28nm61wdmI6uiKLIqAKg+WRV1MAxZVZ75kawKiIgYGVf/nbRnz55YtGhR7N69Ow4//PCiL4c+2N0KAMjDyv/90dzWyuPUwOfi2YiIuDGuyXytprxODWw6JF6e21p5nRwYEbE1/jSXdZwaSC/y2mmtda0ipf15luFzypscpru6fY32798fd911V7z1rW+NefPmFX05uZFX0c0LL7wQP/zhD2PZsmUxZ469/KDJzwZl0nE39tmGq37w1v4W+/A/zvpHCxaMx803/zTe9a5D4rnnRuKy2B4REZ+O3+1vrQTyvOeDpBYsWBA333xzvOtd74rnnnuu6+v7uQfv93t/GO/3KYdhvQcfRN1ymCz4GtWDrAoAqq8sWdV0siroj6wKaCdJDuO/pFIrdrcCAPIwesKnclsry1MDn4tnJ0uBEREXxvsyW2u6vE4NPDKWxZGxLJe18vT8i/+XF6cG0os8d1orShqnA3Z6b6Ce5FUAUH1td2PvtuP6/3VXZtfzu/HdyUGriIjL4g8yWWd8fHzy0focTDf9+6Tser0HzzIHAICiyKoAoPrKlFVdFtsnHweek1VRLFkVMGwUA6kdARYAkIcqlwOnFwJb1aEc2CwDthYCD4v8wp79sTCz955eCPzVOCuztaZTDqRM8g458wpWhbcAAFBeozF6YMCq05BVq34Grj778zOeag5X/W58d9YPS3PgqtvgTJWGashWlYfxOt2Dp5kDuNcHAAAgC2XIqlrLgDNfI6sif7KqwdYBqksxEAAA+lS1cmCnQmCrqpYDu50OWOVyYKcTAvMsB0KZZB1WFrXTmhAW6slGVgBAIp/9+Z4GrKYbdOAqyU7aVRqqIX2dvleq9L3Reg+eZQ7gXh+AspFVAQCJyKooOVlV/+sA9aAYSC0JsAAAJjTLgL0UAquo3emAZZFGObBTIbBVXuVApwYyDIooA7a7BqB+5FUAUH2jrzwl+Qcl3Yn9w/888SiAexG66XUgr2oDV3l87/v5AqBsZFUAUH2yKoadrGqwdYD6UAyktgRYAEAeynpq4KBlwDKfGjhIGTDPUwP79XzL/5WRciBlkmZQWYZCYKsyXQsAAHBAJgNXzQGrliGrT8fJydeJwXdiT6JKAzUMzj9vAAAAKB9Z1QGyi+HinzfAAYqB1JpyIACQhzKVA9M8HbBs5cC0TgbMsxyY5NTAQcuAeZ0aGKEcSLkMUqBrlgGV8IC8yKoAoB5SG7jqsuN6EQNXSe+PDOAMD98bg5M/AFA2sioAqAdZ1QHyiOHhe2NwsiqoD8VAAABIQdHlwDQLga2KLgcOcjpgJ2UqB6Z5OmCe5UAok6RhZVXKgFW4RiA5A1cAMMT+r7va7rjeiYErysT3xuDc6wNQNrIqABhisioqzvfG4GRVUA+KgdSeAAsAqKPNNz4wWQbMohDYKu9yYFZlwCK1KwemWQhslVc50KmBVFFVCoGtqna9AAAwLBLvxP66D0w8cvDf4sr4b3FlLmtV8T6LwRi4GpyfGQAAANImq5ogqxo+sqrB+ZmB6lMMZCgoBwIAecjt1MBf/fOJR83kUXJsleepgRET5cDnW/4vS8qBDKPZgspm8F/lILPK1w60J6sCgHroOnDVHLBqHbL62zclXqfXndinD1kdGYsTr9XU6T6kDvdZ5Mf3SXu+LgCUiawKAOpBVuVem+58n7Tn6wLVphjI0BBiAQB5yKwc2CwDthQCr/3nz2WzVhtZnho4vRC4MX47s7Wmy6scuD22xPbYkstaeVMOpExag8q6Bf91+lyACbIqAKiHtgNX3XZcT3ngqtOu62kNXBmwolUv3we+XwCgWmRVAFAPsiqGkawKGHaKgQAAkLJUy4FdTgescjmw0wmBeZYDszS9EPhI/HVua+dxauADcU88EPdkvg4kIcwFAADyNvrKU9rvuN5JHwNXfxBTh7U7DVm1GnTgyj0W7cz2feF7pne+TgAAAGQhr6xqejlQVkWRZFWD83WC6lIMZKjY3QoAqIQ2pwN2UrVyYKdCYBHSPjWwWQac7YTAqpcDm2VAhUDI3ydGvlD0JQApk1UBAP34w9jc05AVZK3dTv0k42sGQJnIqgCApD4dJ/dcCISsyaoG52sG1aQYyNARYgEAeUh8amDCMmDVNMuASQqBeZ4amEY5sFMZsEhplQOVAaE4H4/Px8fj8xGhHAh1JKsCgHoYfXY0+Qcl3Yn9LcuSr/GiQXZih04MWQ3O1w+AMpFVAUA95JJVnfVzE48+yKrIiqxqcL5+UD2KgQwlIRYAkIeeyoEplQHLemrgoKcDVqEc2E8hMM9TAwfhdEAoVmshsJVyINSPrAoA6iGTgavmgFXLkNW/vuUvk68TBq4AAOiNrAoA6iGvrOqpsx5Ivk7IqgAgLYqBDC0hFgCQh7blwIxOByxTOXDQQmCrPMuBvWqWAQc5ITDPcmDSUwOVAaE4zTJgu0IgAABQU+0GrrrsuG7gCurFTuwAAACUhqwKhp6sCqpFMRAAADI2esKnMisDTld0OTDNQmARup0aOGgZcLoylQOdDgjFSloGdGog1I9NrACgHvraiT1iYuCqzY7rnRi4gnoxcAVAmciqAKAeZFVAv2RVUB2KgQw1IRYAwGAujPdNlgGzLATmeWpgu3Jg2oXAorQrByoDQrEGOR1QORDqR1YFAPWQeODqey8+cvDmOCve3GXzIKA4Bq4AKBNZFQDUg6wK6JesCqpBMZChJ8QCAPIwuqvPHbj6kNepgdd+5a1x7VfemstaEfmXA5tlwKwLgXmeGhgxUQ50OiAUq1kG7LcQ2Eo5EOpHVgUAQ+J7MXPI6j8el/htet2JffqQ1TvjosRrAQAwfGRVADAkZFUAUFmKgRBCLAAgH3UoBzbLgFMKgV/5q0zWKsrG+O1cS4gR+ZUDr4jfiyvi93JZC5gprTIgUH+yKgCovrY7sbcbsJou5YGrTruuG7iiaOPj4zE+Pl70ZZSOndgBKBtZFQBUn6wKupNVtSergvJTDIQXCbEAgLpJsxzY9XTAnMqBWRX2mmXA1vf/WtyWyVpFUAiEYmVdCHRqIAAAlNPos6O9DVilYPrAVachq1YGrshbc8Cqdcgqj4GrPAe70ljLwBUAAABpk1XBTLKq3siqoNwOKvoCoEwajUaMjY0VfRkAQI2N7hqNlUtWFn0ZPelYBCzQxvjt+GRcl9p7dfK1uC3Oil9PZa1uHom/jtfHL6X2foqAUKy8Twb8xMgX4j+PfyDXNYFsyakAYIj9x+Mivph8Ouupsx6Id37tkxlcEAyml8Gj8fHx1AeM2q2bxTpZrTUyMmKXegBKQ1YFAENMVkXNyKr6I6uC8nJiIAAA5Gx012huayU9NbB5MmBfpcCcTg2MGOzkwHanA3aS58mBj8RfD/weTgeEYl0WfxCXxR8UfRlATTQajaIvAQAY0OiSPnOg/3hcstdf8A8Tjz4k3Yn9k3Fdaps2UW957nyeZN00rynPtQCgaLIqAKg+WRXDTFYlq4K6UgyEaYRYAEAeylYO7LsMOF2O5cAkkpYBi9RvOVAhEIrTLAO2FgL3xb7cr+MTI1/IfU0ge7IqAKi+vgeuumkOWLUMWf3xTef19VbdBq6aA1atQ1YGrugm6Q7kgw4m7d69u+f3GGSt5oBVHmtlsWM8AAxCVgUA1SerYljlnVXllR/JqgDFQGhDiAUA1E27cuBApwN2klM5sJeSX1plwDxPDUyiWQZUCIRidDsdUDkQSIusCgCqr6+Bq9l2Yj/3HzvuuJ7mwFW3HdcNXNFNngNXixYtynStonaVN3AFQNnIqgCg+lLLqtqUAaeTVVEmeWZVWa8lqwKaDir6AqCsGo1GjI2NFX0ZAECNje4ajZVLVua23rX//LmIvyrniX792hi/PSPUy+pUwK/FbXFW/Hom7z3dI/HX8fr4pVn/XBEQitOpCFgWnxj5Qvzn8Q8UfRlAymRVADCk/uNxEXv+14t/0/uQxx/fdF688/xbEy/3zrgoXh+rE33MJ+O6zPIY6mFkZKSQIaVejI+PdxxmSuu6u63TTZm/htRf6/eu70OgSVYFAENqSlbVO1kVZVLmnEVWBd3JqmZSDIQOhFgAQNbyKgeO3zvx19z26/nKX0Wse3MuS+UZ5hVdDlQIhGIMUgbcF/vi4Dg4xasBhpmsCgCqbXTJaKzc1XsO9MT/M/HXo2/K6IKm+eMbLo6IiNf/xsP5LAizGGQwqZ+hpHbrZTFQYuCKqmn3/er7EGglqwKAapNVQW9kVe3JCMibrGp2c4q+ACi7RqNR9CUAAPRt/N4DpcCIiPE5+ZT1ImKiHMhAHom/jivi9yYfQL4uiz9I5YTAfbEvhatJ5hMjX8h9TSAfsioAqLbRJaMd//yJ/+fAY/K588/sa60/vum87q+54eLJR9PGG/5t4rU+Gdcl/hiGS69DRiMjIwMNJCVZq9164+PjmQ6SGFKhCrr9HA76MwrUi6wKAKpNVsWwklUdeH8oO1lVd4qBAABQsNFdnUO2pJplwNZC4JQ/z7McWENfi9tyWyevtYADmmXANAqBrZQDAQCApnYDV9MHrGb8eYoDV+0GrKYzcEUWug1v5DnAMdt6eVzDIANXhlzIUpKfQ9+LAABQH7IqhpWsaoKsirKSVfXuoKIvAKqg0WjE2NhY0ZcBANTY6K7RWLlk5UDvMVsRsFBf+auIdfUrIn4tbouz4tczeV8gf2mXAAGyJqsCgOobXTIax6xMlgX943veEQ/dfHPitf74pvMi9r4s8cf145NxXWyM385lLappZGRkctgoy2GN1nWmP191s31u0K86/FwAxZJVAUD19ZNVPXH+mXH0Tf8r8VqyKspEVjU4WRVpq8PPRd6cGAg9ajQaRV8CAFBz/Z4c2Ol0wFk/Js9TA7/yV/mtlaM0S3xOB4Ri/Fp8KX4tvpTbekWcGigsg/qSVQEAPdn70YlHH/rZiT3Cbux0l9eO661rlG136UGHpdzvM6jmz8Qg30tJfqbSWA8oN1kVANATWRUlJKuSVVE8WdVgFAMBAKCCmmXAQU4JVA4sVrMMqBAI+ZteCPybyGc3woj8yoEfiw/Gx+KDESGABQCAsnp8tL9NonoyY8jqP/T1NkkHrjbG62NjvL6vtSAL/Q53VGHgCpLKYuCp03vNtpasCgAAyqmfrOqJ88/s7YWyKogIWRW0klWlRzEQErC7FQCQtW6nBg5aBpzxfnmWA2soaalPGRCK1emEwDzLgVlqLQS2qkOIBcwkqwKA6utn4Oof3/OO2f+w467r/Q1cddMcsJo6ZPVgJmtB3Ri4ImuLFi3KfPfzdicedFtPVgX1JKsCgOpLvRwoq4JKkVWRtTxO6hvGrEoxEBISYgEAWWtXDky7EFiImp4a2EvJTxkQitWpENgqr3Jg2qcGNsuA7QqBQP3JqgCg+lIZuOo4ZNUq+cBVu53Y2w9YTWfgimor6zDI+Pi4IS26WrRoUa7r9TPQVdafMWAwsioAqD5ZFZRTWe+jZVX0IusyYBrrlfVnrBcHFX0BUEWNRiPGxsaKvgwAoMZGd41G4+9X5rLW+Jw3x8gLOZX2vvJXEevqd0rh1+K2OCt+fcZzQHF6KQIWaV/si4Pj4IHeI2kRcGRkRBgLAAA18sT5Z8bRN+QzeL3xhn8b8Rsv5LIWlEke99Lj4+M9DZ24p6eb1u+jBQsWFHglAADAMJJVQfZkVVRJlYt2VePEQAAAIMbn5FjWq/HJga0PoBi9ng44m7xODYzo/+TAQU4HFLpBPdmJHQCqL+lO7I+Pjva1e/uEhDux/+yMiUdf7MQOveg0SGXXdbrJe8f1NFX1uoHOZFUAUH2yKhhusioGIavKn2Ig9EmIBQBkbew1/QZmJXbQMxMPgJQNWghslWc5sFfNMmC/hcBWVQ2xgM5kVQBQfd2Gp/7PvfdO+WtExOjrru1ztS4DV80Bq9Yhq+vf2uda5R24MsRCmUz/XvT9SSfNAas65Dx1+ByAmWRVAFB93bKqZhmw9XWyqsHIAigTWRVJyKqKpRgIAxBiAQBZy7McmNmpgc0yYGsh8OY/y2YtYOikWQhslVc5sNupgWmVAQEAgGpoN3DVbcf1VAeuuu243vfAVXk0B1hah1gMtNBOEcNO7b4/oVVdBqymq+PnBAAAdSCryp6sil7JqigjWVU5HFT0BQAAAJ2NvWY0Gn+/Mpe1xue8OUZe+Kt03qzbyYA3/1nEu34tnbWAoZJFEbCdv4mXxYnxL5mvsy/2xcFx8JTnsi4DjoyMCG6hhhqNRoyNjRV9GQDAgLrtxt7O6OuujZXbf6eP1f5DxM9+kOxDrn9rxG/dlXCdByNiVcKPSVe3e6Dx8fHK/cd+suF+mTLy7yegimRVAFAPsqpsyKrolayKMvLvp3JxYiAMyKmBAEDdDHRyYLvTATtxciBAREyUA5unA+Z1QqCQDupJVgUA9Gzu2MQjNw/muNaEpDtaG7IZbnY/p4zquus6MDxkVQBAz2RVbV/P8JJVUUayqnJSDIQUCLEAgKyNvSb57lu5SVoGBBjQn8VFua31N/GyzNf4dPxufDp+N/N1gOEhqwKA4TT6umt7e+H0Iav5TyVf7Pq3Jnr5J+OR+GQ8knydPuU5NGNAp/r8M6SMihyyyvtnws8g1J+sCgCGk6zqAFkVSfhnSBnJqspNMRBSIsQCALKWZzmwp1MD0yoDOjUQ6EPVy4HNMmDRhUC7eAEAQL10HLjqtOt6BgNXzQGr1iGrT8Z1ydfpUdId1zu9Tz9r5TEoUOchsiKGLao44EH9FTVklfe/19L6dzYAAFBusipZVRXXKmK9otaEbmRV1aAYCAAAFVJ4OTCr0wGVA4GSS6scWIYy4HTKgVBPNrECgOE1Y+Cq05BVq5QGrrrtuJ7mwFVW/7G+3fv1slYWQwN5DkCUYdiibkNr0Kuih6w6/Xnaa/n5g+EkqwKA4SWrSud9+1lLVlXu9aavC2Uiq6oWxUBIkRALAMhD7uXArMqA0ykHAgnleWrgIMpyOmAnyoFQT7IqABheo6+7tvchq0Fd/9a2O653MujAVdb/sb71HqmowYAiBiDyXKsMQ2tQtOaAVd65TNKfh0F+bvzsAa1kVQAwvGRVg5FVZb+WrApkVVWmGAgpE2IBALXxmRcfACWWZzkw6amBZS8DAsNBVgUAJJJ0J/Y5h048+jDIwFVWgwnthh6SrjXoQEFeAxBlXitNdRzyoNqKGrCKGOznIenH+dkDZiOrAgASkVXJqkqwVprcL1M2sqp6UAyEDAixAICsZXpq4LRC4PgVv5bdWtM5NRDoQ5nKgVU4HXA2Tg2E+pJVAcBwGj2hz/yo28BVc8CqZchq4//4ZF9LlWXgqtvgQ54DV2VeaxB5fl513fWZ6ipywGr37t2p/Tx0ew8/e0CvZFUAMJxkVcneS1aVLVkVw6wMZUBZVboUAwEAoKJSLwd2OCFQORDggHblwKqWAadTDgQAgHpJdeCqy47rVRy4SjL8UOb7pbwGrgYdoMh64KpZgIKyKGrAKmLi5yEL7X7GhmXACgAAGJysqvvHy6rqk1W5X6Zsisyqsvp5kFVNUAyEjNjdCgDIQyrlwA6FwFbKgUCZ5XlqYMREObDKpwMCw0dWBQDDa6CBqzY7rndSxMBVP/IYgMh7d/S6Dlx1Mz4+nlkBCqomr13QW9cZtiErID2yKgAYXrKqmWRV/a9XxqzK/TJMkFXl56CiLwDqrNFoxNjYWNGXAQAwUw9FQICq+bO4KH4tvpTLOgBVJKsCAHrVHNBa+cjbMl9r4+tPm/h/Hunv40dGRnr6j/1pDPmUca1W4+Pjuez4nNc6s601rMMdMBs/E0BVyaoAgF7JqqqzVitZFQwnPxP5c2IgAABUXKJTA3s8HXA2Tg0EhtmfxUW1LgUO885ZMEzsxg4Aw6mXndhHTxidfEw+9/o7Eq/V607sG19/2oFBq4iI138v8VpNnQZ/0t5xPc+18tTrdafxOfa7lvtWqibL79dh3wUdqA9ZFQAMJ1mVrKobWRWkT1ZVX4qBkDEBFgCQh67lwAELga2UA4EyS7u41ywD1rUQKJgDAIDh0W7gqt2A1YzXpDxwNWPIqlVKA1fNIZ2sBp/yWquf9xzk/q7sQ2tVHWRjuKWZuchxAACAOpFVpUdWNThZFcNCVlVPioGQA+VAACAPbcuBKRYCWykHAmWWRomvzmXACDvXwbCTVQHA8GodruplZ/ZBTB+46jhk1WrAgau8BnLyWqvIgasyDq0ZuKKKBs1g5DhA3cmqAGB4yarSI6sanKyKYSGrqh/FQMiJEAsAyMPYa0YPlAEzKAS2Ug4EyqzfUl+dC4F26gJayaoAgCT62Yk9YmLgquchK0qj7ENrBq4YNr7ngWEgqwIAkpBVDRdZFZSL7/nyUQwEAADK7V2vmHgAZKRZBqx7IRBgOgNXAEASiQeuxh+fePQj4U7sr4+T4/Vxcn9r1ZT7QCiXQX8mDVwBw0BWBQAkIauqFlkVlIusql4UAyFHAiwAIA9jN4zmtlampwbOKAQ+kt1aQC11K/oNQxlQuA50I68CAFLVHLBqHbL6wHH9vVeXgavmgFXrkFXdBq4Gva+r8z2hwROqyMAVQHeyKgAgVbKqVMmqZueenSqSVdWHYiDkTIAFAOSh0uXAjicEKgcCybQr/g1DIRAAACALbXdibzdgNV2KA1fddlyv+sCVjV56Z/CEKvKzDQAAkB5ZVfZkVb2TVVFFfrbrQTEQAABqqnLlwI6FQCBrC+OWWBi3FH0ZmWgWAetaCBTEA4OykRUAkMTo6+/obcAqLa//Xtsd1zt+SAUHrrK6r6v7vaKBK6pkZGRk4O9Z3/PAMJBVAQBJyKqyIavqj/t2qkRWVR+KgVAAARYAwIuaZcBEhUCnBkKaphcC61YOvCQuj0vi8qIvIxPKgECa5FUAQC8OWrkyDlq5sr8P7mMn9t9/5Ovx+498vb/1KiCvjV7cO0Kx0hiymv5+AHUnqwIAeiGrSpesCoaDrKp+FAOhIAIsACAPpT01cODTAZUDYRDNMuBsJcCqlwObZcDWQmCdyoEKgQAAQJ6aA1atQ1bb3tvnm/U4cDV9yOrM+O3ES5V5J3b3dVB/zQGrrAajDFwBAADDSlaVPlkV1J+sqt4UA6FAyoEAQB5KVQ4cuBDYSjkQkupUBqyDbqcDVrkcmNfOfMBwk1UBAK267bje98BVB512Xa/6wFXR93V1vJ90n0wZZTlgBTBsZFUAQCtZVbpkVemTVVFGsqrhoBgIAABDoPByYKqFQCCpfgqBVSkQtjsdsNvrq0RwDOTNwBUADLd2O6530tfAVZud2DsNWQ2q6IGrMt3XleU6BlH00Bq0k/WO6wDDTFYFAMNNVpW+MuUqZbmOQciqKCNZ1fA5qOgLgGHXaDRibGys6MsAAEjV+BW/FiPb8zjR75GIeH0O60D1pFHsWxi3xI/j36VwNemqWrmvH0JjAACg1j5wXPz+e69P/GFnxm/H/4rrEn/c6+PkeCQeSvxxgyjrfd34+HglB0LK+vVkeBX5c+TnAQAAIGWyqsLIqiAdsqrh5sRAKAG7WwEAecjr1MD/s33ikZ88CohQHf2cDtjt/coiycmA3d6njOwkB5SFrAoAhtfPRpPnR4l3Yh85ZuLRpzPjtxO9/uw4P86O8/ter19ZDmK07vhcxcGpJNwnUyZF/9z5eQCGlawKAIaXrCo9sqp0uDenTIr+ufPzUB6KgVASQiwAIA9ZlQObZcDWQuA/1+wkv9Pixjgtbiz6MmBWaRcCy6JZBky7zFemcqCgDCgjWRUADK9MBq6aA1YtQ1af+R+fSLxOr5oDVq1DVv85/mtm6+VltiGPpIMfVboHNbRGGRT9PSI7ApBVAcAwk1WVl6wq/feWVdGLor9HZFXloxgIAABDJs1yYLfTAfMrB2ZzamCzDNhaCFQOpEyaZcCsC4F5Fw6zKgO2W6dIgjIAAKCsUhu46rLjer8DV+12Ym83YDVd3gNXaQxn9DoMVOeBq7SlNbQGWZMdAQAATJBVpUNWVU6yKqpCVlVeioFQIna3AgCqoN3pgOWQXjmw2+mAyoEU7qufmXjkKJ9y4IMvPupNUAZUhawKAEhq23uj7Y7rnQwycNXLgFXR+h3g6WfX57oOXJV5aA2yIDsCaE9WBQAkJauaSVY1OFkVw0ZWVX6KgVAyQiwAIA9JTw0cpAyY36mBEYOUA9udDtjt9ZCrZhmwpRD446/+oLjrSdXUQuDmODO3lYs4NVBwC1SJrAoAhlfSndh/Njra1+7tEckHrj4TJ8Rn4oS+1sp7J/Ykeh0I6vYeSdaqijIPrVF/eQ0+GbIC6E5WBQDDS1aVP1nV7GRVFElWxXSKgQAAMKR6KQemdTJgvuXA3iUtA0IhupwOmGc5MP1TA2c/IVA5EKA8DFwBwPDqNjzVHLBqfd3o6+/oa61uA1fNAavWIatPxC/1tVbeA1ed7gHTGLDqZ706y3NojeGR1RBUc8DKkBVA72RVADC8ZFXpkFXlS1ZFFmRVtFIMhBISYAEAeWlXDhzkdMBO8isHdj81MK0yoEIhmWlzOmAn1SsHzl4IbFX3ciAAAEAVtBu46rbjepoDV912XO934CpvrcM7WQxYFb1eHrpd/6JFi3IbWmM4pTUQZcAKAACgf7KqdMiqBlemgiXDSVZFk2IglJRyIACQl7EbRjMrAxZnZjkwq9MBlQNJTcIyYJH6Kwc+GL0WAoeF0BaoElkVAAy31t3Wu+3M3jTIwFW7Hdc76WfgKu+d2CPy3wG9DgNW07UbIlu0aFEu68GgDFgBpEdWBQDDTVaVDlnV4IosWMKgZFX1oRgIJSbEAgDqJr9TAyMiHsmsDDidciADSakMmOepgckMVgas+6mBQlugSmRVAEDmnn984pGTIgauGFwdh8iojkGGpXzfAqRLVgUAZE5WRQ9kVRRJVkWEYiAAABARu3rcPSsNuZQDv/q/Jh5QVhmdDphnObD7qYHpnQ6oHAhQHgauAIAket6JffqQ1XX/d+K1ku7E/rMX/y8Pdl6GejFwBVAesioAIAlZ1QRZFdSLrArFQCg5ARYAkJc8y4GZmVYI/Muv/jC3pZ0aSFcZlQGnK74cmF4hsFXdy4EAVSKvAgCS6Dhw1WnX9QwGrn7W8n9NH4nPJV6nF80Bq9ahDANXg8l7aM2QHJ0YuAIoD1kVAJCErEpWlRZZFWUiqxpuioFQAQIsAKBuUj81sMMJgcqBFO8vX3zU00Q58MHIqhDYqs7lQCEbAABQZzMGrjoNWbVKaeCq247raQ5cdRvQMbyTTBFDa4as6JXvEwAAgGqSVU39c3onq6LMfJ8ML8VAAABgUp6nBqZSDuxQCGylHEgxphUCzz05t5XzOjXw/BiL82Msl7Xy9F/HPxb/dfxjua+rHAhUiY2sAICkRl9/R+9DVgP6RPxS2x3XOxl04CrJgI4Bje6KGFozZEWe5EAA6ZJVAQBJyaqmvpbOZFXUnayq2hQDoSIEWABAXkpfDmyWAXsoBEIxOpwQWINyYLMM2FoI/J3440zWaifLUwOnFwIFrACdyasAgFwk3Yl945KJR84MTqSjiKE1Q1YMYpDvHf/eAEiXrAoAyIWsaqjIqqgaWdVwUgyEChFgAQB5ybMc2LMBy4BODSR7HQqBrSpaDux2OmCVy4GdTgjMO2wVsgEAAHU2+ot9Zk7dBq6aA1YtQ1ZXbHx74mUG3Yk9yT2d4Z728rwvNmRFWgxcAQAAVJOs6gAZSXuyKqpIVjV8FAOhYpQDAYC66XpqYIqnAyoHkr6/jJ4LgRXU7nTATqpWDuxUCGylHAgwO1kVAJBUqgNXXXZcN3BVTXl9Dd1/92dkZGTKo27r9cvPM0A5yKoAgKRkVQe4t21PVlVusqr2/DwPF8VAAACgrTxPDWxbDkyxENhKOZB0DFgGLPGpgUnLgFXTLAP2UggsUpnDQ4DpDFwBALm57v9uu+N6J0UMXCVhQKO9JPfFu3fvzmWdYTfbsFMWX8NOw1X+mQHQjawKAMiNrGpoKAeWj6wqO3X8nOpOMRAqSIAFAOQl93JgswyYQSGwlXIg/UvxdMCSlQPTKgOW9dTAQcuAwm8AAID09LMT+7OnTzzyMsjAVa+DE2XfVXpY+Gcwu153P0/ja1iFnda7SZofjY+Py5wAAABKQFZ14HVVvi8vE+XAbMiqkvF9ODwUA6GilAMBgDrZNTqaawkxL38Zi+IvY1HRl0EqUiwEtiq4HJjV6YBlKgemeTpg3oNaQjagSmRVAEBSvQ5cTR+yevY3j0u8VtKd2K+It8cVkXz39lad7umqPlCSl16/RosW5Zu/1WEoqJt+Pr9+vx55rpWHbvlRswyoEAiQLVkVAJCUrKq899plUdaCpaxq9o8p+1p5UA4cDoqBUGFCLAAgD1kV9pplwNb3H33lmkzWaifLUwNnFgLvzGwtsvSXkVkhsFXO5cCsyoDTFV0OTLMQ2Eo5EGB2sioAIE2ddl3PYuCqOWA1dcjqe4nXadV6TzcMAzpZyGtorZf3abeef579G/SfX5m/9u3yI2VAgPzJqgCANMmqiJBV1dmwZVW9KvPnxQGKgQAAQFdplgO7nQ5Y5XJg5xMClQMp2Lm/P/Goqc1xZmyOyzMrBLYyxAUAAJCOdjuxdxqyGlS7gavuO64PPnBleGIweQ2tzfae3dbzz/eAfofWstT6PZPHutPXUQgEAACoDlkVvZBVVYesys/8sBioGLhp06YYGRmJSy65ZPK5J554Ii666KJYtmxZHHrooXHGGWfEjh07ur7X7bffHieccELMnz8/TjjhhLjjjjum/Pnll18+44dgyZIlU14zPj4el19+eSxbtiwWLFgQp556anz3u98d5FOE0rO7FQCQl0HKge1OB+ykauXAzoXAVsqB1XJafktleWrgtELgtfG57NaaJr9TA1e9+KhnwFnHzwmoL1kVAJDU6C+OTg5YJRmy6mcn9oiJgav2O653MtjAFYPLc1CmnzXrdu+exS7iWfwz7GeX/qwG9fJcD4DeyaoAgKRkVfRCVpUvWVXy68j7BEuK1Xcx8KGHHorrrrsuTjzxxMnnxsfH45xzzolHH3007rzzznj44Ydj+fLlsWbNmnj22Wdnfa/7778/zjvvvFi3bl088sgjsW7dujj33HPjwQcfnPK61772tbFz587Jx/bt26f8+Wc/+9m46qqr4uqrr46HHnoolixZEqeffnr8+Mc/7vfThEoQYgEAZZS0DFg1zTJgb4VAqqvC5cAOJwTWoxy4KloLga3yCKTy3uldyAZUiawKAMhL4oGr1z0w8YAO7KI9Ia2Bq6y/nv3s0p/G9eS5szsAg5FVAQB5kVWRBfnDBFlV93Wz/Nx8D5ZbX8XAZ555Ji644IK4/vrr46Uvfenk8zt27IgHHnggvvjFL8bJJ58cr3nNa+Kaa66JZ555Jm6++eZZ32/z5s1x+umnx4YNG+L444+PDRs2xGmnnRabN2+e8rqDDjoolixZMvlYvHjx5J+Nj4/H5s2b47LLLou3v/3tsWLFivjyl78cP/nJT+Kmm27q59OEShFiAQB56KXkl1YZsKynBg5eBnRqYPVUrBzYoRDYqrrlwPZlwCIoBwLMTlYFACTxt09luLFUc8Cqdcjqq/0MXNmJnc7qeN8+6MBVXl+Tftbq99ryXAuA9MiqAIAkZFXUQR3zCFlVOmv1q47fU3XRVzHw4osvjrPOOivWrJk6qLt3796IiDjkkEMmn5s7d24cfPDBcd999836fvfff3+sXbt2ynNvectb4lvf+taU53bs2BHLli2LY489Nv7dv/t38eijj07+2fe///3YtWvXlPeZP39+vOlNb5rxPq3Xu2fPnikPqDIhFgCQh3alv6xOByxTOTDd0wGVA0lZswzYQyGwmmY/HXA2eYVRyoEAAADp6Hfgqu1O7O0GrKYzcEUG3LdXS6//vNLYcd33BgAAQLXIqqgDeUS15JlVUS+Ji4G33HJLfPvb345NmzbN+LPjjz8+li9fHhs2bIinn3469u3bF5/5zGdi165dsXPnzlnfc9euXXH00UdPee7oo4+OXbt2Tf79qlWr4sYbb4y/+Iu/iOuvvz527doVq1evjqeeemryPZof1+l9Wm3atCkWLVo0+TjmmGN6+yIAAMCQay0Cpl0GnK7ocmC6hcBWyoHVUtJTAwcsA5b71MDkZcDp6hqA1fXzAurHJlYAQFIDDVz1MmCVCgNXdFa3+/a8N0XKW6d/XgasAOpFVgUAJCWrog7qlm3Iqur1z5N0JCoGPv7447F+/fr4oz/6oymnAjbNmzcvbr/99viHf/iHOOKII+LQQw+Ne+65J84888yYO3dux/ee/g06Pj4+5bkzzzwz3vGOd8TrXve6WLNmTXzta1+LiIgvf/nLid6n1YYNG2L37t2Tj8cff7zjNUIVCLEAAAbzl1/94WQZMJtCYCvlwGopUTkwxdMBy1cOHKwMOF0egVjdQ0eAQciqAICkkg5c/e1To30PaSXfif2nLz5guNQ9+2jNj7Lccd3gFkDxZFUAQFKyKigfWVX+xsfHa/91r7JExcCxsbF48skno9FoxEEHHRQHHXRQ3HvvvfH5z38+DjrooHj++eej0WjEtm3b4kc/+lHs3Lkz/vzP/zyeeuqpOPbYY2d93yVLlsw41e/JJ5+ccfpfq8MOOyxe97rXxY4dOybfIyISvc/8+fPj8MMPn/KAOhBiAQB1k9epgf/41t+Pf3xrOmUr6qrgcmCKhcBWxZcDBz8dsGh5h19FB34ASciqAICkug1PNQesWl83+srX9LdYTwNX04esvtvfWgkZtqBM6v69mNeAlUwHoHiyKgAgKVnVBFkVZVL378UylQHr/rWug0TFwNNOOy22b98e27Ztm3ysXLkyLrjggti2bduUUwEXLVoUixcvjh07dsTo6GicffbZs77vKaecElu3bp3y3JYtW2L16tWzfszevXvjb//2b2Pp0qUREXHsscfGkiVLprzPvn374t577+34PlBXQiwAoG6yKgc2y4CthcB/fGb2+5f0OTWQDs49+UAZMINCYKv8y4H5lQHzCsqUAwFmJ6sCAJJqN3DVbcf1vgeuZtVp1/VsBq7aDVsYvKiOug7KlGEQCQDSJKsCAJKSVcmqqkhWRVLKgNV0UJIXL1y4MFasWDHlucMOOyyOPPLIyedvu+22WLx4cbziFa+I7du3x/r16+Occ86JtWvXTn7MhRdeGC9/+ctj06ZNERGxfv36eOMb3xhXXnllnH322XHnnXfG3XffHffdd9/kx/zu7/5u/Nqv/Vq84hWviCeffDI+9alPxZ49e+Ld7353REz8cF9yySVxxRVXxKte9ap41ateFVdccUUceuihcf755/f31YGKazQaMTY2VvRlAACkZvSVa2Llo3en8l7dTgb8x2fOjp//N3mV9u6MiDzLiAzmtIj4yxzWeUkOa+QvzwJiq5GRkUxDq6ICx6w/LwAAgCJ12429ndFXviZWPvr3yT7oqw9EnPuGlidmG7Ca7rsR8dpka7XRy33d+Pi4YZeSqut9eZHfb82vqe95AAAAykRWNfU17tvLSVaVvrpnVXX9nhkmiYqBvdi5c2dceuml8cQTT8TSpUvjwgsvjI0bN055zWOPPRZz5hw4rHD16tVxyy23xEc/+tHYuHFjHHfccXHrrbfGqlUHTg3453/+53jXu94V//Iv/xKLFy+ON7zhDfHAAw/E8uXLJ1/z4Q9/OJ577rl43/veF08//XSsWrUqtmzZEgsXLkz704TKUA4EADigWxmwWMqB1ZJVOfAlbZ4bi4h8dq69Nj4XvxO/l9l711EZQj/lQKAq5FQAQKl99YGIc0/KdUn3ctVWx39+ZRiwmv5cGbKXtNTxewagymRVAECpyapIqI7//GRV2arj98ywGhn3T3PSnj17YtGiRbF79+44/PDDi74cSI0QCwComySnBg5aBszv1MAIxcAqSqsc+JIeXpNPOTAiUi0Hlq0QmFYMUsagr2oRjxymu7p9jfbv3x933XVXvPWtb4158+YVfTkUSFY11QsvvBA//OEPY9myZVM21INh52cDZvJzkUyindj3XDDx1/d+t8/V+t+JPem9XBnvR4u2YMGCuPnmm+Nd73pXPPfcc5muVbV7716Vbchquip/3xf1PeMePLm65TBZ8DWirmRVAEAeZFVkQVaVPlkVZZEkh/FfjGAINBr5DRADAORh9JVrur7mH9/6+6mcEPiPz+RZ1suzhEjxXtLyKJc0ynzXxudKVwqMGCycGxkZmXwA0D9ZFQCQh9FXvqbzC/ZccODR9N/7HZrqd0gr+X2qwY1ijI+P1+5rX2TO0fx69vo1reLXvo7fMwB1JasCAPIgqyJNdcwdZFXZquP3DAcoBsKQEGIBAHXTrhzYLAOmUQic8r7KgczqtISvf0n0XwYs/461zTJgGQuBrZKGiFUpA1bhGgGaZFUAQB7aDlxNH7CargIDV+SnjgMzReYcdfx6tko6RAZAeciqAIA8yKoYVB1zB1lVdmRVw0MxEIaIEAsAqJvRV67JrAxYLOXAaumlHPiSSOdkwPzKgUnKfVUoA/ajKoXAVlW7XmC4yaoAgDyMvvI17Xdc76SAgaskDHJkr24DM0XuuB6Rztcz6cfn+c+wbt8vAMNKVgUA5EFWRT/qlj3IqrJVt+8XulMMhCEjxAIA6E++pwZGKAdWTbty4EsivUJgq/KUA6tcCJwtXCw6fExDla8dGD6yKgCgNt55yMSjT0nv5Qx2ZKNuQzNFZxxpfz27vVe7XdCz+udpx3WAepJVAQC1IauqhbplD7IqWRXZUAyEISTEAgDq5Ed/N5rbWrmVA288YuJBxZwW2ZUBi9Ou+FflQmCr1rCx6PAxbXX6XID6k1UBAFkbPamP/KjXndinD1m983vJ13qRe7niGJpJV5Zfz3bv2229tAe+fK8A1JusCgDImqyKbuQP6ZJVUXeKgQAAQOXlWQ7M1PRC4I3fLO5aKLn8Tg2MOFAErEshsFXdCoEAAAC0l/rAVadd13MauDLwkR7ZQDryGkRq3QG91/UGuS47rgMAAJA2WRWdyKrSIatiWCgGwpCyuxUAQH9SPzWwWQac7YRA5cCKyfP37HzLgQCQJVkVAJCHVAauOg1ZTXld/wNXSRj+SE8dB67y/v6o29fQgBXA8JJVAQB5kFXRSd1ylghZ1aBkVcxGMRCGmBALAKiTPE8NTKUc2KkMSMX5PbsKfid+L34nfq/oy8iEIBCoKlkVAFBa//21vQ9ZpSDpwIp7wPTUbVgowsBVqyQ7tvu5AkBWBQCUlqxqaJQ5Z+mXrOoAWRVpUQwEAABqoxLlwH4KgU4NZFZODUyiWQZsLQTWqRwoCAQAAOgu6U7sx7xn4tGXAXZiL/PACtVj4OqATl8L2QoAAAB5k1UxjGRVB8iqSINiIAw5u1sBAHWTZzmwZ80y4CAnBCoHVkyev2crB3bT7XTAKpcDmyGgIHDCpk2bYmRkJC655JLJ55544om46KKLYtmyZXHooYfGGWecETt27Oj6XrfffnuccMIJMX/+/DjhhBPijjvumPLnl19+eYyMjEx5LFmyZMprxsfH4/LLL49ly5bFggUL4tRTT43vfve7qXyuUFeyKgAgD90GrpoDVq1DVsfcdlx/i+U0cOW+MD1lHhQiHdN/XmQrZEVWBdUnqwIA8iCrohNZVf3JqhiUYiAgxAIA6FPXUwMHLQPOeD/lwGpRDixSu9MBu72+SoSAMz300ENx3XXXxYknnjj53Pj4eJxzzjnx6KOPxp133hkPP/xwLF++PNasWRPPPvvsrO91//33x3nnnRfr1q2LRx55JNatWxfnnntuPPjgg1Ne99rXvjZ27tw5+di+ffuUP//sZz8bV111VVx99dXx0EMPxZIlS+L000+PH//4x+l+8lAzsioAIA/tBq667bhu4Gp41HHgyk7sU9lsiazJqqA+ZFUAQB5kVXRS9pylH7KqqWRVDEIxEIgIIRYAUC95nhrYthyYdiGQCvN7dp6SlgGrSAjY3jPPPBMXXHBBXH/99fHSl7508vkdO3bEAw88EF/84hfj5JNPjte85jVxzTXXxDPPPBM333zzrO+3efPmOP3002PDhg1x/PHHx4YNG+K0006LzZs3T3ndQQcdFEuWLJl8LF68ePLPxsfHY/PmzXHZZZfF29/+9lixYkV8+ctfjp/85Cdx0003pf41AAAAkhs9abTtjuudFDFwlYR7xvSUfVioHwauIB+yKgAAoB+yKjqpY84iq4J0HFT0BQAAAGThR383Gi85fmUua/3jM2fHz/9JTqf53fjNiAt/JZ+1qJixGNYiYlpFwN+J34tr43OpvFeaBOXdXXzxxXHWWWfFmjVr4lOf+tTk83v37o2IiEMOOWTyublz58bBBx8c9913X7z3ve9t+373339/fOhDH5ry3Fve8pYZw1Y7duyIZcuWxfz582PVqlVxxRVXxCtf+cqIiPj+978fu3btirVr106+fv78+fGmN70pvvWtb8Xv/M7vzFh37969k9ccEbFnz56IiNi/f3/s37+/ly9FqTU/hzp8LmTvxBNPjG3bthV9Gbl44YUXpvwVmOBnA2byc5GNQ/YvSPwxC+Y9n+wD/j9/N/HXryVfKyLi0EMPjd27d3d93aJFiyIiYsGC/tapqubnm8XnXcf7l3379k1+r+Sh1+9f0uUePLk0v1Z1z6pgGDUajRgbGyv6MgAA0vGO/z3x1z/u78NHRkZ6mmNQwqIX4+PjuX6v9Pr9C1WiGAhMEmIBACR34HTC5/JbVDmwYhoxUdrLw/CUA7M6FbBM5UBBZG9uueWW+Pa3vx0PPfTQjD87/vjjY/ny5bFhw4a49tpr47DDDourrroqdu3aFTt37pz1PXft2hVHH330lOeOPvro2LVr1+Tfr1q1Km688cZ49atfHU888UR86lOfitWrV8d3v/vdOPLIIydf2+59/umf/qntups2bYqPf/zjM57fsmVLHHroobN/ESpm69atRV8ClFLrv2OAA/xswEx+LtL1uR/OfkLTrM773/0t1uE0qG7uuuuuHt6+//evgz/8wz9M/T17+bpXUd7fK3X9OlaBe/De/eQnP0nlfYYhq4JhZa4KAMjDHWOj8bZGso3Qj7ntuHj817ucAPiONnnWzX8W8a5fS7RWU6dylUIgSeVdDoS6UQwEphBiAQB1ktWpgQfKgAeMnrAgVv7vHMuBVIxyYBqyKgO2W6fIcqBCYO8ef/zxWL9+fWzZsmXKTutN8+bNi9tvvz3e8573xBFHHBFz586NNWvWxJlnntn1vaeHztOD6Nb3eN3rXhennHJKHHfccfHlL385Lr300p7fp9WGDRumfOyePXvimGOOibVr18bhhx/e9ZrLbv/+/bF169Y4/fTTY968eUVfDhUxDKcGvvDCC7Fr165YsmRJzJkzp+jLgdLwswEz+bnI1gUnvSnxx/zzux+Z+kTzZMBufvO8xGs1NU9ey/PEt7JbsGBB/OEf/mH85m/+Zjz3XDr53DCccJf399AwfE3LxD14cmmchjcsWRUAAJCt1MqB7cqA06VUDlTqypY5knQ5NZC6UQwEAABqLc1yYLtCYKtcy4FODaStHxR9AfRJ4NifsbGxePLJJ6PROFCGff755+Mb3/hGXH311bF3795oNBqxbdu22L17d+zbty8WL14cq1atipUrZ//fhiVLlsw4heXJJ5+csaN6q8MOOyxe97rXxY4dOybfI2JiR/elS5f29D7z58+P+fPnz3h+3rx5tRriq9vnQ7ZOPvnkodnEas6cOUoe0IafDZjJz0U2fjoveabzspteHY/f8mctz/Q4ADVAee3ggw/u+2Pr7rnnnhuoGDhs9+Y/+clPch3aO/jgg4fua1wG7sF7l8bXaViyKhhmNlwHAMrsmNuOm5ZVZU8hMDvDlqPkfWqgciB14r8YATO0htQAAHXQrdDX7WObj16MnrCg77USu/Gb+a1FCrL6PfsHLY+m2zNaq1h5nuKX1+mE4+PjgsYBnHbaabF9+/bYtm3b5GPlypVxwQUXxLZt22Lu3LmTr120aFEsXrw4duzYEaOjo3H22WfP+r6nnHJKbN26dcpzW7ZsidWrV8/6MXv37o2//du/nRysOvbYY2PJkiVT3mffvn1x7733dnwfYCZZFQCQhzvGkuVHj/904tGXm/Md0KKzYb43z/vzNixI3cmqYDjIqgCAPMiqhpesKj+yKupCMRBoS4gFAAyzpGXAQikHVkyav2f/IDqfEKgcOKisyoHNEHdYg9w0LVy4MFasWDHlcdhhh8WRRx4ZK1asiIiI2267Le6555549NFH484774zTTz89zjnnnFi7du3k+1x44YWxYcOGyb9fv359bNmyJa688sr4u7/7u7jyyivj7rvvjksuuWTyNb/7u78b9957b3z/+9+PBx98MN75znfGnj174t3vfndETATIl1xySVxxxRVxxx13xHe+85246KKL4tBDD43zzz8/ny8Q1IisCgDIQy8DVzOGrM75tf4WK/HAVZ73rEXdH7s3L46BK+pMVgXDQ1YFAORBVjVBVkWWZFXUgWIgMCshFgBQJ72U/NIqA+Z6aiAVNMjv2T+I7oXAVsqBg0qzHCjELcbOnTtj3bp1cfzxx8cHP/jBWLduXdx8881TXvPYY4/Fzp07J/9+9erVccstt8QNN9wQJ554YnzpS1+KW2+9NVatWjX5mn/+53+Od73rXfGa17wm3v72t8fBBx8cDzzwQCxfvnzyNR/+8Ifjkksuife9732xcuXK+D//5//Eli1bYuHChdl/4gAAQKo67rre78BVibQbPsryHjbPtTqtS/47sUcYuGK4yaoAAIA0yKqyWS+PtTqti6wK+jEy7t8kk/bs2ROLFi2K3bt3x+GHH1705UApjI2NFX0JAACpesnxK6f8fZanAq78389l9t4zXPgr+Uusx9MAAFb+SURBVK1FCpL8nv2DAdd6x4AfX05ZnebXziBFRLHL7OQw3dXta7R///6466674q1vfWvMmzev6MuhouqYVb3wwgvxwx/+MJYtWxZz5tjLD5r8bMBMfi7y87bGgfxo1gGrdv5/feys/q5iB7V6uW9NczCm23r9rLVgwYK4+eab413velc899zMPM69eW+KGIDyzyY77sGTq1sOkwVfI5ipjlkVAFA+sqqpyp5VDbomE2RVDLskOYz/YgR05NRAAKBumqcCpnU6YCe5nhx44zfzW4sU9PJ79g9i8FJghFMDB5e0hNhu5zoA0iGrAgDycMfYaOdd19N0cx8DWilIct+axv1tr+uldS/t3rwa7MYOQNXJqgCAPMiqZr42r/VkVcNFVkVVKQYCXQmxAAAqQjmwYtr9nv2DSK8Q2Eo5cFC9lAOFuAD5kFUBAKV1TsId1X+6ZOJRgDyHXPK8V3Zv3j9fNwDoj6wKACgtWVVbsqpq8HWD3ikGAj0RYgEA9Ce3UwN/+isTDyqmEdmVAadTDhxUu3KgXd0AiiGrAgCyNvrd0f4+sNvAVXPAqnXI6oaH+lsrR4Pc9yYd7MpzLSaMjIz42gHAAGRVAEDWZFVTyarqTVYFySgGAgAAZCyzcmCzDNhaCLwum6XIwu1R17Je3vIuByoDAgAADIdUB6667bhewMBVmYegDFzlo8ghK9kKAAAAJCOrmkpWVT+yKuiPYiDQM7tbAQD0L9VyYLfTAZUDS67IQqAi4iD+2/hn47+Nf7boywDgRbIqACAPAw1ctdtxvRMDV4WtNUyaA1aGrAAgXbIqACAPsqqpZFXVJ6uCwSkGAokIsQAACtLudMBOlANLqCwnBJbhGtKX5amBCoEA5SWrAgDK6NsLJh51k/eAjoGpdBU5YBVhyAqA4SCrAgDKSFaV3nqkR1YF6VEMBAAAyEniUwOTlgEpqbIUAluV7XrSkXY5UCEQoBoMXAEAWet1J/bpQ1bf/o2Tky+WcCf2j8Tn4iMD3g93GsBJe8fuXt4nrfUMa5WDISsAho2sCgDImqxKVkX/ZFXUkWIgkJgACwCgfz2VA9MqAzo1sEC3RzkLgfWXRjlQIRAAAIDpOg1cddp1PYuBq+aAVeuQVZoDV2kPWHVaa/rzaa9p4Ko4hqwAAAAgO7Kq9MiqhoOsijpTDAT6ohwIANC/tuXArE4HVA7MWZXKgFW5znw0y4AKgQDVJKsCAPIwfeCq05DVlNelNHDVbcf1NAau8hpOajfclcdawyzvwSdfdwCGmawKAMiDrCo9sqr8yaogPYqBQN+EWAAA/Rs9YUF2ZcDplANzUKVCYKsqXnN3SU4NVAYEqA9ZFQCQh9HvjvY8ZDWwGx5qu+N6J4MOXOUpz+EuJhi4AoD8yKoAgDzIqtIjq8qfrArSoRgIAAAAfatqIbBV1a+/vW7lQIVAgHoycAUAlFXindgP+7uJB6kw9HOAgSsAyI+sCgAoK1lVseQlB8iqYHCKgcBABFgAAP0b/cXR/BbL6dTAN8RX4g3xlXwWK8ztUY9CYKs6fS4HtCsHKgQC1J+8CgDI2guj/WU6XQeumgNWLUNWV3x1SeJ1qrQTe54M/QAARZBVAQBZk1VVk6wKSItiIDAwARYAQP/qUA5slgFbC4F1LAdujKtiY1xV9GVk4B0vPurp2vjcZBlQIRAAAIC0pDpw1WXHdQNX6TFwNcFO7AAAAFAvsqpqkplMkFXBYBQDAQAAClbVcmC30wHrUA5slgFbC4Eb458KvKI01bsQGDERHOYdHgJQDjayAgDyMNDAVZsd1zsxcJUegz8TDFwBQH5kVQBAHmRV1SQzmSCrgv4pBgKpEGABAAyHdqcD1lG30wGrXQ6sdyGwWQZUCARAXgUAlNELo6N9D2n1w8AVnRi4AoD8yKoAgDKSVVEmsiroj2IgkBoBFgBA/8p8auAgZcAqFQjbnQ7Y+fVVKwcORyEQAAAA8tTL4FRzwKr1taOv/IXEayXdif2wF/+PmXod+hkZGZnyqCN5CgAAANSHrKqaZFUHyKogOcVAIFXKgQAA/StbOTCtkwHLXA5MWgasnndEnQuBTgcEoBtZFQCQh3YDV+0GrKbLYuDqsJb/a/p0XJN4nWHQaXhqtuGqug5cAQD5kFUBAHmQVVWTrArol2IgAABAiRRdDhzkdMBOylYOTKsMWN5TA5UBAaDJwBUAkIfW4apedmYfRLuBq247rhu4aq91eKrX3dbrOHCVR84izwGACbIqACAPsqpqklVNkFVBMoqBQOoEWAAAg8m7HJhVGbBssjodsFzlwPoXAgEAAKBO+tmJPWJi4KrdjuudGLhqr5cBq3YfUzdZ5C42eAIAAIBqkVUVT1Y1QVYFvVMMBDKhHAgAUH7j8yceeSmieJhVGXDmOkWXA+tZCBTIAZAWWRUAUGaJB65esm7i0QcDV+npdeCqdXf3Og5ptSPPAYDOZFUAQJnJqqpJVjU7WRV1pxgIZEaIBQDQvyxPDZxeCLz/y/2Fc/3Iqxz4+3F9/H5cn8taxXlH1LEQqAwIQFZkVQBApTUHrFqGrC7b8r6+3srAVXo6DU/NNlxV5oGrQfMYmQ4A9E5WBQBUmqyqlGRVMz9eVsUwUAwEAAAoqbTLgZ1OCMyzHJil6YXA/bEwt7XzOjXwA/F0fCCezmWtPAnjAAAAGGZtd2JvM2A1nYGr4rUOT/W623pdB67K/HkBAAAAvZNVVZes6oAyf16QJsVAIFN2twIAGEwa5cBOhcBWeZUD0z41sFkGnO2EwDqUA5tlwNZC4Afiv2eyVt4UAgHIk6wKACiz0Vf+Qk8DVmkxcJWeXgas2n0MADDcZFUAQJnJqqpLVgXDRTEQyJwQCwAgf80yYC+FwCKkUQ7sVAYsUprlwG6nA1a5HKgQCEBRZFUAQN30sxP7f46XxX+Ol2VwNdSBndgBID+yKgCgbmRVpE1WBZ0pBgK5EGIBAPQvyamBg5YB8zo1MKL/cmA/hcA8Tw0cVLvTAetEIRCAMpBVAQBlNXpE7zlQq14HrqYPWc2Nr/a1HunodTCpuct7P7u993NNg65h4AoAkpFVAQBlJasaLrIqqCbFQAAAgAroVg5M83TAPMuBvWqWAQc5ITDPcmDSUwMHKQNW4dTAZhlQIRAAAAC663fgqpNOu64buCpWp8Gk2QafshhmymOQCwAAAKgeWdVwkVVB9SgGArmxuxUAwGDalQPTLAS2yqsc2O3UwEHLgNOVrRyY1smAZS0HKgMCUGayKgCgzPoZuGq3E3unISvKo3XIqdfd1tMYjMpyZ3eDWwCQjKwKACgzWdVwkVVBtSgGArkSYgEADGb0F0cny4BZFAJbFVkOTLsQWJR25cBBTgfspEzlQIVAAKpCVgUA1M1lW943OWCVZMjKTuzF62foqd+Bprx2XDdwBQDJyKoAgLqRVVWXrAqq46CiLwAYPo1GI8bGxoq+DAAASuQN8ZU4NX6ay1r7Y2HMix/nslbERDnwR3F4busVSRkQgCqSVQEAZTV6xGis/NeVPb/+C6dP/PWSPtebG1+N5+PcPj86W83MwfDOYHz9AKD8ZFUAQFnJqg6QVaXD1w/S4cRAoBB2uAIA6N/Ya0dzWyuPUwMf+M66eOA7+ZxO2LQ/Fuayzo/i8FxLgUWcGtg8HVApEIAqk1UBAGU1ekTnHOgLpx94NG0eL+fAVD+mZw555A955xyDrtfLAFVeu64DAOmQVQEAZSWrklV1I6uC/CkGAgAAVFDVy4HNMmBrIfAz3/mt1NcpSt6FwFZ5lQOVAQEAACAf7Qaupg9YTdfvwNXc+GpfH5e2TrlDFnlEu42Pssw90l5vtkGqIoesZEcAAABQT7KqmX+W1XqyqvTIqqgzxUCgMHa3AgCojrTKgd1OB8yzHJj2qYHNMmBRhcC8CMoAqCtZFQBQZqNHjLbdcb2TKg5c9Zo7pJVNdFsvzQyk3YBVmuu1DlUVNWTVy+cIAPRGVgUAlJmsaubr8lhPVpWMrIphoRgIFEqIBQDQvzxPDRxEu9MBO6laObCMZcC0Tw0UlAEwLGRVAMCwe35BI55fUMzvRHnmDklyjkGvK89MpeghKwAgXbIqAGDYyaravzavtQYlq4J8KAYChRNiAQD0L89yYNJTA5OUAaerQjmwjIXAVmmUAwVlAAwjWRUAUFanjCXPgXrdiX3GkNWC7yVea1BJh4TS2rE8a3l+XnmTHQFA9mRVAEBZyaqmklUVT1bFsFIMBAAAqLgylQOTng5YNc0yYJkLga36LQcKygAAAKCc0h646rjruoGrVNZJulYa6+WliB3fAQAAgPKQVU0lqyqWrIphpRgIlILdrQAAqqNdOTCLMmCZTg2sUhmwX80yYFXCPADIkqwKACizNAauOg5ZtSpg4Cqp3bt39/2xZR64qoq6fl4AUCayKgCgzGRVU9W1HFgVdf28oBPFQKA0hFgAAP3L89TAiIlyYB6nAxZdDqxDIbDbqYHKgADQnqwKAKibzePn9j5kVaAkwzsjIyOxaNGiDK9mqjwzlCrlNQauACB7sioAoG7qmlXlmZPIqtqTVTFsFAOBUhFiAQD0L69y4NhrR3MtIuZdDmyWAateCGzVrhyoEAgA3cmqAICySroT+yljo33t3h4RiXdi/3h8Pj4en+9vrRd1Gt5pDlilNeDT6/uksWaeawEA9SOrAgDKSlYlqwKKoxgIlI4QCwCgnKYXAkd/Wq9y4Ge+8vPxma/8fObrFOUD8d8ny4AKgQDQO1kVAFBW3YanmgNWra8b/ebT/S3WZeCqOWDVOmSV5sBV2gNWndZq92dprpvnWnmq6nUDQNXIqgCAspJVpUdWNbiqXjf0QzEQAACgRtI+ya9ZBpztfateDmyWAVsLgV/4ynGpr1O0z4+/Jz4//p6iLwMAAABIWbuBq247rqc5cNVtx/U0Bq7yGuIpargr67XyVIfPAQAAAOifrCo9sqrB1eFzgF4cVPQFALTTaDRibGys6MsAAKiksdeORuO7Kwd+jzrrdjLgF75yXHxgXefdxcpOERAA0iOrAgDKrNtu7O2MfvPpWPkrL02+2ILvxcef+1qiD/l4fD4+Fh9MvlYB8hwWqutg0sjISIyPjxd9GQBQa7IqAKDMZFXpkVUNTlbFMHBiIFBajUaj6EsAAKisfot9nU4HnE1VTg1sdzpgJ1U9OdDpgACQDVkVAFA3iXdj/3/PmngAAFA4WRUAUDeyKoD+KAYCpSbEAgDIXrMMOMgpgWUuByYpA1ZVswyoEAgA2ZJVAQB103Xgqjlg1TJk9bE/vCbxOh+Pzyf+GAAAOpNVAQB1I6sCSE4xEAAAoKa6Ff0GLQNOV6ZyYNLTAWdT5lMDlQEBAACANLQduOqy47qBK9oZHx+P8fHxoi8DAAAAqDBZFWmRVTEsFAOB0rO7FQBA/9oV/9IuBBalXTkwi9MBy1YOVAYEgGLJqgCAOhr95tNtd1zvxMAVEQcGrAxZAUAxZFUAQB3JquiXrIphdFDRFwDQi0ajEWNjY0VfBgBAJeVZAhz96WisPGRlbut95ju/FfHwX2W+zhe+clx8YN33Ml9nNoqAAFAusioAgP59PD4fH4sPFn0ZDMBgFQCUi6wKAKB/sqrqk1Ux7JwYCFSGHa4AAKph9Kf5FBHH/2nikZe8Tw5sngyoFAgA5SSrAgDqZvTEP0r8MUl3Yv/YkWfFx47sbZf3qqn7TuR2WweAcpNVAQB1I6saTN1zHFkVHKAYCAAAQKVMLwSOH/Hm4i4mA8qAAAAAQFGyGLhqDlhNGbI68nuJ1ymr6QNIdRtGMmAFAAAAFEVWlZysCoaPYiBQKXa3AgCohrRPDWyWAWc7ITCvcmCWpwYqBAJA9ciqAAAmtBu46rrjesUHrjoNIVV9OMmO6wBQTbIqAIAJsqqZf1ZlsiroTDEQqBwhFgBANaRRDuxUBixK2uVAhUAAqDZZFQBQN/3sxB4xMXDVdsf1Tio4cFXnIaQ6f24AMCxkVQBA3ciqOqtznlPnzw3SpBgIVJIQCwCgGvotB/ZTCMzr1MCIdMqBCoEAUB+yKgCgbpIOXI2e+Ed9D2kl9fH4fHw8Pp/LWq2SDiJVZWjJjusAUD+yKgCgbmRVM8mqgKaDir4AAAAAiEjnZMDxI94cI//6V4O/UUYUAQEAAIC6aDdcNfoXT8fKt7w02Rsd+b2Ip7pvwjR9wOrj8fn4WHww2VoDGBkZSTyQND4+HiMjIxld0WAMVwEAAAB1IqvqTlYF9eTEQKCy7G4FAFAN3U4N7Od0wI7vl9PJgUlODXQ6IADUn6wKAKibtsNUL+623mnH9dG/eDr5Ykd+b9Y/6rTret67sZd1cCoJO64DwHCQVQEAdSOrmklWBUQ4MRCouEajEWNjY0VfBgAAXYz+dDRWHrJyynNplgGL8oWvHBcfWDd7GKgMCADDRVYFANRNp6Gq1E3bjb3XQaqPxGezuqK2ku7GXpad2A1YAcDwkVUBAHVThayq7CcHyqqgfpwYCFSeHa4AAKph9Kejk6cDZl0KzOvUwIj2Jwc6IRAAhpesCgCgz53YIyKO/F7HXderqOhBK7uuA8Bwk1UBAMiqWsmqoH4UA4FaEGIBADBd3uXAZhlQIRAAkFUBAPQxcPXFb008KqCXAaqRkZFCB60MWQEATbIqAIB8s6q8i4SyKhhuioEAAADkZuzo0aIvIXXj//7UGP/3pxZ9GQAAAADV0xywahmy+thXX9rXW30kPpvWVfVktkEqQ1YAAAAAFZViVlWWcqCsCupPMRCoDbtbAQBUQ57lwKxODWyWARUCAYDZyKoAAGbZib3NgNV0VRy4KnLIqjlgZcgKAJiNrAoAQFaVF1kV5EsxEKgVIRYAANOlWQ5UBgQAkpBVAQC8OHDVw4DVdFUauCpiyMqAFQCQlKwKAEBWlRVZFRRHMRAAAIDc5XlqYMRg5UCnAwIAgzBwBQCQn49tPCs+tvGsoi8jMwasAIBByaoAAPIjqwLyoBgI1I4ACwCgGvIuByahDAgAAACQntFX/kJfH9fLTuxXfPgtU/4aEREbv9fXemVlwAoAAAAgPVlmVc0y4JRCoKwKyJBiIFBLyoEAANWQZzmwl1MDlQEBgCzIqgAA0h24ajtgNV3FB67suA4AZEVWBQAgq0pKVgXldVDRFwCQlUajEWNjY0VfBgAAJTJ+xJtj5F//aupzioAAQA5kVQAAEwNXKx/928Qf97GvvjRi++oMrqh8DFcBAHmQVQEAyKp6IauC8nNiIAAAAIXK89TAiIlyYPNkQKVAACBPdmMHAEjuX89dF/967rr+PrgiO7HbcR0AKIKsCgAgOVkVUDaKgUCtCbAAAKoht3LgW8cnHgAABZFXAQDDbvSVv9DT66YPWf3rJ4/rb8GEA1dviK/EG+Ir/a2VkAErAKBosioAYNjJqg6QVUE1HVT0BQBkrdFoxNjYWNGXAQBAkZQBAQAAAEpj9JW/ECsf/du2f9Zpx/V//eRxcUQGO6u3G656Q3wlHog+d3/vwHAVAAAAQLnIqoAqc2IgAAAApZD6qYHN0wGVAgGAkrETOwDAzN3Yp++6Ppu+dmNvM6DV3G29047rae7Gbsd1AKCsZFUAALIqoLqcGAgMBacGAgBUw9jRo9F4YuVgb6IICABUgLwKAGBi4OqVKwfMgnq18Xvxhk9+K5+1XmS4CgCoClkVAICsCqgmJwYCQ8PuVgAA1dD3yYFOBwQAAAAYCn3txN6nfnZit+M6AAAAwPCQVQFFUgwEhopyIABAzTTLgAqBAEAFyaoAACIeHe1vk6h+Bq4e2Li6r7V6HbgyZAUAVJmsCgBAVgVUj2IgAAAApdP11EBlQACgJk466aSiLwEAoHBVGLjqxJAVAFAXyoEAALIqoFoUA4GhI8ACAKiGtuVAhUAAAACAWup34OqfPvv6xB/Tz8BVu53YDVkBAAAA1FPZy4GyKqBJMRAYSsqBAADVMHb06IEyoEIgAAAAAC0eHR2NH9x7b27rvSG+MjlgZcgKAKgrc1UAAP15dHS070JhP2RVQIRiIDDEhFgAAOXWaDT8zgYADI2TTjqp6EsAAChcr4NTaQxZJd2J/f7xfx/3j//7gdYEAKgK/40OAKD/rGr07KcTryWrAvp1UNEXAAAAAE3+IyMAAADAcHt0dDReuXLlrH82m3vP+lH80p8dmWitBzaujjd88luz/rnhKgAAAIDh1m9WNXr207HyzpcmWktWBfTDiYHAUDN4DgBQDk4HBACQVQEANE0fqur1hMC0dmO34zoAgKwKAKBJVgWUmRMDgaHXaDRibGys6MsAABg6/mMiAMBMsioAgAm9DFel5YGNq2P8E6/MbT0AgKqQVQEATJBVAWXlxECAMJQOAJAnpwMCAHTmdyUAgP4l3Yl9/BOvNGgFANCBrAoAoH+yKiBrTgwEAAAgc/6DIQAAAAB5GT376Vh550tn/XPDVQAAAADkRVYFZMmJgQAvMqwOAJA+pwMCAPTH71AAAINptxu7HdcBAPojqwIAGIysCsiKEwMBWjQajRgbGyv6MgAAKs1/GAQASIesCgBgMKNnPy2rAgBIiawKAGAwsiogC04MBJjGL1wAAP1xOiAAQPr8fgUA0B9ZFQBA+vx+BQDQH1kVkJWBioGbNm2KkZGRuOSSSyafe+KJJ+Kiiy6KZcuWxaGHHhpnnHFG7Nixo+t73X777XHCCSfE/Pnz44QTTog77rhjxlonn3xyLFy4MI466qg455xz4u///u+nvOaiiy6KkZGRKY83vOENg3yKwJDyixcAQO8EVwAA2fK7FgBAb5o5ld+fAACy43ctAIDeyKqAPPRdDHzooYfiuuuuixNPPHHyufHx8TjnnHPi0UcfjTvvvDMefvjhWL58eaxZsyaeffbZWd/r/vvvj/POOy/WrVsXjzzySKxbty7OPffcePDBBydfc++998bFF18cDzzwQGzdujV+9rOfxdq1a2e87xlnnBE7d+6cfNx11139fooAAADMQnAFAAAAQBmcdNJJU/4KAAAAAEUxUwXk7aB+PuiZZ56JCy64IK6//vr41Kc+Nfn8jh074oEHHojvfOc78drXvjYiIq655po46qij4uabb473vve9bd9v8+bNcfrpp8eGDRsiImLDhg1x7733xubNm+Pmm2+OiIg///M/n/IxN9xwQxx11FExNjYWb3zjGyefnz9/fixZsqSfTwtgikajEWNjY0VfBgBAqQitAACKIasCADigNaPav39/gVcCADCcZFUAAAeYpwKK1NeJgRdffHGcddZZsWbNminP7927NyIiDjnkkMnn5s6dGwcffHDcd999s77f/fffH2vXrp3y3Fve8pb41re+NevH7N69OyIijjjiiCnP33PPPXHUUUfFq1/96vit3/qtePLJJ2d9j71798aePXumPABa+UUNAGCCnawAAIrn9zEAYNjJqAAAysPvZQDAsJNVAWWQuBh4yy23xLe//e3YtGnTjD87/vjjY/ny5bFhw4Z4+umnY9++ffGZz3wmdu3aFTt37pz1PXft2hVHH330lOeOPvro2LVrV9vXj4+Px6WXXhq//Mu/HCtWrJh8/swzz4z/+T//Z3z961+P//Jf/ks89NBD8au/+quThcXpNm3aFIsWLZp8HHPMMb18CYAh4xc2AGBYNcMrvw8BAJSH380AgGEkowIAKCe/owEAw0hWBZTJQUle/Pjjj8f69etjy5YtU04FbJo3b17cfvvt8Z73vCeOOOKImDt3bqxZsybOPPPMru89MjIy5e/Hx8dnPNf0/ve/P/7mb/5mximE55133uT/v2LFili5cmUsX748vva1r8Xb3/72Ge+zYcOGuPTSSyf/fs+ePcqBAADA0BNcAQAAAFAGcioAAAAAykJWBZRRomLg2NhYPPnkk1P+hfb888/HN77xjbj66qtj79690Wg0Ytu2bbF79+7Yt29fLF68OFatWhUrV66c9X2XLFky43TAJ598csYpghERH/jAB+JP//RP4xvf+Eb83M/9XMfrXbp0aSxfvjx27NjR9s/nz58f8+fP7/geABETv8iNjY0VfRkAAJkSXgEAVIOsCgCoOzkVAEB1yKoAgLqTVQFlNifJi0877bTYvn17bNu2bfKxcuXKuOCCC2Lbtm0xd+7cydcuWrQoFi9eHDt27IjR0dE4++yzZ33fU045JbZu3TrluS1btsTq1asn/358fDze//73x5/8yZ/E17/+9Tj22GO7Xu9TTz0Vjz/+eCxdujTJpwnQll/qAIA6ajQakw8AAKrD728AQB3JqQAAqsnvcABAHcmqgCpIdGLgwoULY8WKFVOeO+yww+LII4+cfP62226LxYsXxyte8YrYvn17rF+/Ps4555xYu3bt5MdceOGF8fKXvzw2bdoUERHr16+PN77xjXHllVfG2WefHXfeeWfcfffdcd99901+zMUXXxw33XRT3HnnnbFw4cLJEwYXLVoUCxYsiGeeeSYuv/zyeMc73hFLly6NH/zgB/GRj3wkXvayl8Xb3va2/r46ANPY4QoAqAuhFQBA9cmqAIC6kFUBAFSfrAoAqAtZFVAliYqBvdi5c2dceuml8cQTT8TSpUvjwgsvjI0bN055zWOPPRZz5hw4rHD16tVxyy23xEc/+tHYuHFjHHfccXHrrbfGqlWrJl/zxS9+MSIiTj311CnvdcMNN8RFF10Uc+fOje3bt8eNN94YP/rRj2Lp0qXx5je/OW699dZYuHBh2p8mMMSEWABAVQmtAADqR1YFAFSVrAoAoH5kVQBAVcmqgKoauBh4zz33TPn7D37wg/HBD34w0cdERLzzne+Md77znbN+zPj4eMf3XLBgQfzFX/xFx9cAAAAMI8EVAAAAAGUhqwIAAACgLGRVQNWlfmIgwDCwuxUAUHZCKwCA4SGrAgDKTlYFADA8ZFUAQNnJqoA6UQwE6JMQCwAoG6EVAMDwklUBAGUkrwIAGE6yKgCgjGRVQB0pBgIAAFSc0AoAAACAspBVAQAAAFAWsiqg7hQDAQZgdysAoChCKwAAppNVAQBFkVUBADCdrAoAKIqsChgmioEAAxJiAQB5EVoBANCNrAoAyIusCgCAbmRVAEBeZFXAsFIMBEiBEAsAyJLgCgAAAICykFUBAAAAUBayKmDYKQYCAACUlOAKAIB+2MQKAMiCrAoAgH7IqgCALMiqACbMKfoCAOrCL5gAQFoajYbfLQAAGIjfJwGAtMiqAAAYlN8nAYC0yKoApnJiIECK7HAFAAxCaAUAAABAWciqAAAAACgLWRVAe04MBAAAKFBzFyvhFcDgNm3aFCMjI3HJJZdMPvfEE0/ERRddFMuWLYtDDz00zjjjjNixY0fX97r99tvjhBNOiPnz58cJJ5wQd9xxx4y1Tj755Fi4cGEcddRRcc4558Tf//3fT3nNRRddFCMjI1Meb3jDG1L5XAF64XdMAKAfsiqAdMiqAKbyOyYA0A9ZFUBnioEAKfPLJwDQC6EVQLoeeuihuO666+LEE0+cfG58fDzOOeecePTRR+POO++Mhx9+OJYvXx5r1qyJZ599dtb3uv/+++O8886LdevWxSOPPBLr1q2Lc889Nx588MHJ19x7771x8cUXxwMPPBBbt26Nn/3sZ7F27doZ73vGGWfEzp07Jx933XVX+p88QAd+5wQAeiWvAkiPrAqgPb9vAgC9klUB9Oagoi8AoI4ajUaMjY0VfRkAQAkJrADS98wzz8QFF1wQ119/fXzqU5+afH7Hjh3xwAMPxHe+85147WtfGxER11xzTRx11FFx8803x3vf+96277d58+Y4/fTTY8OGDRERsWHDhrj33ntj8+bNcfPNN0dExJ//+Z9P+ZgbbrghjjrqqBgbG4s3vvGNk8/Pnz8/lixZkurnC5CUrAoAmI2sCiB9siqAzmRVAMBsZFUAySkGAmREiAUAtBJcAWTn4osvjrPOOivWrFkzZdhq7969ERFxyCGHTD43d+7cOPjgg+O+++6bddjq/vvvjw996ENTnnvLW94SmzdvnvUadu/eHRERRxxxxJTn77nnnjjqqKPiJS95SbzpTW+KT3/603HUUUe1fY+9e/dOXnNExJ49eyIiYv/+/bF///5Z166K5udQh88F0pTXz8YLL7yQ6ftD2prfs7534QA/F6TppJNOioh6/H7uXgNm8nORXJpfq7pnVQAAAGkzVwXQP8VAAACAjAitALJ3yy23xLe//e146KGHZvzZ8ccfH8uXL48NGzbEtddeG4cddlhcddVVsWvXrti5c+es77lr1644+uijpzx39NFHx65du9q+fnx8PC699NL45V/+5VixYsXk82eeeWb8+q//eixfvjy+//3vx8aNG+NXf/VXY2xsLObPnz/jfTZt2hQf//jHZzy/ZcuWOPTQQ2e93qrZunVr0ZcApeRnA9qb7X9/YZj5uSANP/zhD4u+hNT5fQpm8nPRu5/85CepvM8wZFUAabDhOgBgrgogHYqBABkSYgHAcBJcAeTj8ccfj/Xr18eWLVum7LTeNG/evLj99tvjPe95TxxxxBExd+7cWLNmTZx55pld33tkZGTK34+Pj894run9739//M3f/E3cd999U54/77zzJv//FStWxMqVK2P58uXxta99Ld7+9rfPeJ8NGzbEpZdeOvn3e/bsiWOOOSbWrl0bhx9+eNdrLrv9+/fH1q1b4/TTT4958+YVfTlQGnn/bGzbti3zNSANL7zwQuzatSuWLFkSc+bMKfpyoBT8XNCv5umAdeVeA2byc5FcGqfhDUtWBZAWc1UAMJzMVQGkSzEQIGNCLAAYDkIrgPyNjY3Fk08+OeXfwc8//3x84xvfiKuvvjr27t0bjUYjtm3bFrt37459+/bF4sWLY9WqVbFy5cpZ33fJkiUzdlx/8sknZ+zMHhHxgQ98IP70T/80vvGNb8TP/dzPdbzepUuXxvLly2PHjh1t/3z+/Pltd2efN29erYb46vb5QFry+tk4+eSTZVVUypw5cxSgYBo/F/RiGLMq9xowk5+L3qXxdRqWrAogTeaqAGA4DGNWBZAX/8UIIAd+oQWA+mo0Gv63HqAgp512Wmzfvj22bds2+Vi5cmVccMEFsW3btpg7d+7kaxctWhSLFy+OHTt2xOjoaJx99tmzvu8pp5wSW7dunfLcli1bYvXq1ZN/Pz4+Hu9///vjT/7kT+LrX/96HHvssV2v96mnnorHH388li5d2sdnC5Aev78CQD01cyr/Ww9QDFkVQH/8/goA9SSrAsiHEwMBAAASElgBlMPChQtjxYoVU5477LDD4sgjj5x8/rbbbovFixfHK17xiti+fXusX78+zjnnnFi7du3kx1x44YXx8pe/PDZt2hQREevXr483vvGNceWVV8bZZ58dd955Z9x9991x3333TX7MxRdfHDfddFPceeedsXDhwsld2xctWhQLFiyIZ555Ji6//PJ4xzveEUuXLo0f/OAH8ZGPfCRe9rKXxdve9rasvzQAAMCQkFMBlIesCgAAGHayKoD8KQYC5KTRaMTY2FjRlwEA9ElwBVBNO3fujEsvvTSeeOKJWLp0aVx44YWxcePGKa957LHHYs6cOZN/v3r16rjlllviox/9aGzcuDGOO+64uPXWW2PVqlWTr/niF78YERGnnnrqlPe64YYb4qKLLoq5c+fG9u3b48Ybb4wf/ehHsXTp0njzm98ct956ayxcuDC7TxigR7IqAKg2WRVANcmqANqTVQFAtcmqAIozMj4+Pl70RZTFnj17YtGiRbF79+44/PDDi74coKaEWABQLYIrgGzIYbqr29do//79cdddd8Vb3/rWmDdvXtGXA6VR9M+GrIqyeuGFF+KHP/xhLFu2bMpQNAwzPxfIqdor+vcpKCM/F8nVLYfJgq8RkAdZFQBUh6wKIDtJchgnBgLkzA5XAFB+gisAAIaFrAoAyk9WBQDAsJBVAUD5yaoAykUxEAAAIIRWAAAMLwNXAFA+sioAAIaVrAoAykdWBVBec4q+AIBh5BdkACiPRqPhf5sBABh6ficGgHKQVQEAgKwKAMpCVgVQfoqBAAXxizIAFEtwBQAAU/n9GACKI6sCAICp/H4MAMWRVQFUh2IgQIH80gwA+RNcAQDA7PyuDAD5klUBAMDs/K4MAPmSVQFUz0FFXwAAAEAehFYAAAAAlIWsCgAAAICykFUBVJdiIEDBGo1GjI2NFX0ZAFBLQisAAEhOXgUA2ZFXAQBAMrIqAMiOrAqg+uYUfQEA+MUaANLWaDT87ysAAAzA79MAkC55FQAA9M/v0gCQLlkVQH04MRCgJOxuBQCDE1gBAAAAUBayKgAAAADKQlYFUE+KgQAAQOUJrgAAIH02sgKA/siqAAAgfbIqAOiPrAqg3hQDAUpEgAUAvRNaAQBA9uRVANAbWRUAAGRPVgUAvZFVAQwPxUCAkhFgAUBngisAAAAAykJWBQAAAEBZyKoAho9iIEAJKQcCwFRCKwAAKI6sCgCmklUBAEBxZFUAMJWsCmC4KQYClJQQCwAEVwAAUBayKgCGnZwKAADKQ1YFwLCTVQHQpBgIAACUiuAKAAAAgDKQUwEAAABQFrIqANpRDAQoMbtbATAsBFcAAFB+sioAhoWsCgAAyk9WBcCwkFUB0IliIEDJCbEAqDPBFQAAVIusCoC6klMBAED1yKoAqCtZFQC9UgwEqAAhFgB1IrgCAIBqk1UBUCeyKgAAqDZZFQB1IqsCICnFQAAAIHNCKwAAAADKQlYFAAAAQFnIqgAYxJyiLwCA3vjFH4AqajQa/jcMAABqyO/5AFSRrAoAAOrJ7/kAVJGsCoA0KAYCVIgbAACqQnAFAAD153d+AKpCVgUAAPXnd34AqkJWBUCaDir6AgBIptFoxNjYWNGXAQAzCKwAAGD4yKoAKDN5FQAADBdZFQBlJqsCIAtODASoIDcHAJSJXawAAGC4uR8AoGzkVQAAMLzcCwBQNrIqALLkxEAAAKAvAisAAAAAykReBQAAAEBZyKoAyINiIEBFNRqNGBsbK/oyABgyAisAAKAdWRUARZJZAQAArWRVABRJVgVAnhQDASpMiAVAXgRWAABAN7IqAPIkrwIAADqRVQGQJ1kVAEVRDASoOCEWAFkSWgEAAEnIqgDIkqwKAABIQlYFQJZkVQCUgWIgAAAwhdAKAAAAgLKQVQEAAABQFrIqAMpmTtEXAMDg3GgAkIZGo+F/UwAAgIG5rwAgDbIqAAAgDe4rAEiDrAqAsnJiIEBNNBqNGBsbK/oyAKggoRUAAJA2WRUA/ZBTAQAAWZBVAdAPWRUAVeDEQIAacRMCQBJ2sgIAALLkfgOAXsmpAACArLnnAKBXsioAqsSJgQA1Y4crALoRXAEAAHmRVQEwGxkVAACQN1kVALORVQFQVYqBAAAwBIRXAAAAAJSBnAoAAACAspBVAVB1c4q+AADS50YFgKZGo+F/FwAAgEK5JwEgQk4FAACUg/sSACJkVQDUh2IgQE25YQEYbsIrAACgTNyfAAwvORUAAFA27lEAhpesCoC6OajoCwAAANIjuAIAAACgDORUAAAAAJSFrAqAulIMBKixRqMRY2NjRV8GABkTXAEAAFUgqwIYDrIqAACgCmRVAMNBVgVA3c0p+gIAyJabGoD6ajQa/j0PAABUinsYgPqSVQEAAFXjHgagvmRVAAwLJwYCDAE7XAHUh8AKAAAAgLKQVQEAAABQFrIqAIaRYiAAAFSA4AoAAKgLm1gBVJucCgAAqBNZFUC1yaoAGHaKgQBDQogFUD2CKwAAoK5kVQDVIqcCAADqTFYFUC2yKgA4QDEQYIgIsQDKT3AFAAAAQFnIqgAAAAAoC1kVAMykGAgAACUguAIAAIaNTawAyklOBQAADCNZFUA5yaoAoDPFQIAhI8QCKA/BFQAAMOxkVQDlIasCAACGnawKoDxkVQDQG8VAgCEkxAIojtAKAABgKlkVQHFkVQAAAFPJqgCKI6sCgOQUAwGGlBALIF+CKwAAAADKQlYFAAAAQFnIqgCgf4qBAACQIcEVAABAdzaxAsienAoAAKA3siqA7MmqACAdioEAQ0yIBZANwRUAAEBysiqAbMiqAAAAkpNVAWRDVgUA6VIMBBhyQiyA9AiuAAAABiOrAkiHnAoAAGBwsiqAdMiqACA7c4q+AACK56YLYDCNRsO/SwEAAFLi/gqgf3IqAACAdLnHAuifrAoAsufEQAAA6IPQCgAAAICykFUBAAAAUBayKgDIjxMDAYgIN2IAvbKTFQAAQPbcdwH0RlYFAACQPfddAL2RVQFA/hQDAZjkhgxgdoIrAACAfLkHA5idrAoAACBf7sEAZierAoDiHFT0BQAAQFkJrAAAAIrVaDRibGys6MsAKIWTTjopfvjDH8ZJJ51U9KUAAAAMJVkVwAHmqgCgHBQDAZhCgAUguAIAAACgPJpZ1f79+wu+EgAAAACGnbkqACgXxUAAZlAOBIaR0AoAAKCcZFXAMJJVAQAAlJOsChhGsioAKK85RV8AAOXkRg4YFo1Gw7/zAAAASs59GzAsZFUAAADl574NGBayKgAoPycGAgAwdARWAAAA1WM3dqCuZFUAAADVI6sC6kpWBQDV4sRAAGblBg+oG7tYAQAAVJt7OqBOZFUAAADV5p4OqBNZFQBUkxMDAejI7lZA1QmsAAAAACgLWRUAAAAAZSGrAoDqUwwEAKCWBFcAAAD1ZCMroIpkVQAAAPUkqwKqSFYFAPWhGAhAVwIsoCqEVgAAAMNBXgVUgawKAABgOMiqgCqQVQFAPSkGAtATARZQZoIrAAAAAMpCVgUAAABAWciqAKDeFAMB6JlyIFA2gisAAIDhJasCykROBQAAMNxkVUCZyKoAYHgoBgIAUCmCKwAAAJoMXAFFklMBAADQSlYFFElWBQDDSTEQgEQEWEBRhFcAAAAAFE1GBQAAAEBZyKoAgDlFXwAA1eNmEshTo9Hw7x0AAABm5Z4RyIOMCgAAgF64dwTyIKsCAJqcGAhAX5wcCGRJcAUAAEASsiogK3IqAAAAkpJVAVmRVQEA0ykGAgBQGsIrAAAAAMpATgUAAABAWciqAIDZzCn6AgCoLjebQFoajYZ/pwAAADAQ95VAGuRUAAAApMG9JZAGWRUA0I0TAwEYSKPRiLGxsaIvA6ggoRUAAABpk1UB/ZJVAQAAkDZZFdAvWRUA0CsnBgIwMDehQBJ2sgIAACBL7jmBJGRVAAAAZMk9J5CErAoASMqJgQAAZE5gBQAAQJ7sxg50IqsCAAAgT7IqoBNZFQAwCCcGApAKN6dAO3axAgAAoCjuR4HpZFUAAAAUxf0oMJ2sCgBIgxMDAUiN3a2ACGE2AAAA5SGvAmRVAAAAlIWsCpBVAQBpUwwEIFUCLBhOQisAAADKSl4Fw0leBQAAQBnJqmA4yaoAgKwoBgIA0DehFQAAAABlIasCAAAAoCxkVQBAHhQDAUidna2g3oRWAAAAVI28CupLVgUAAEDVyKqgvmRVAEDeFAMByIQAC+pFaAUAAEDVyaugPmRVAAAAVJ2sCupDVgUAFEkxEIDMCLCg+gRXAAAAAJSFrAoAAACAspBVAQBloBgIAMAMgisAAADqyEZWUE2yKgAAAOpIVgXVJKsCAMpkTtEXAEC9uQmGamk0Gn5uAQAAqDX3vVAdsioAAADqzn0vVIesCgAoo4GKgZs2bYqRkZG45JJLJp974okn4qKLLoply5bFoYceGmeccUbs2LGj63vdfvvtccIJJ8T8+fPjhBNOiDvuuGPGa6655po49thj45BDDolGoxHf/OY3p/z5+Ph4XH755bFs2bJYsGBBnHrqqfHd7353kE8RgBS4GYbyE1wBAAAAUBayKgAAAADKQlYFAJRZ38XAhx56KK677ro48cQTJ58bHx+Pc845Jx599NG488474+GHH47ly5fHmjVr4tlnn531ve6///4477zzYt26dfHII4/EunXr4txzz40HH3xw8jW33nprXHLJJXHZZZfFww8/HL/yK78SZ555Zjz22GOTr/nsZz8bV111VVx99dXx0EMPxZIlS+L000+PH//4x/1+mgCkxI0xlE8ztPLzCQAAwLBxLwzlJKsCAABgGLkXhnKSVQEAVdBXMfCZZ56JCy64IK6//vp46UtfOvn8jh074oEHHogvfvGLcfLJJ8drXvOauOaaa+KZZ56Jm2++edb327x5c5x++umxYcOGOP7442PDhg1x2mmnxebNmydfc9VVV8V73vOeeO973xu/8Au/EJs3b45jjjkmvvjFL0bERClx8+bNcdlll8Xb3/72WLFiRXz5y1+On/zkJ3HTTTf182kCkDI3yVAOQisAAACQVUGZyKsAAAAYdu6LoTxkVQBAlfRVDLz44ovjrLPOijVr1kx5fu/evRERccghh0w+N3fu3Dj44IPjvvvum/X97r///li7du2U597ylrfEt771rYiI2LdvX4yNjc14zdq1aydf8/3vfz927do15TXz58+PN73pTZOvmW7v3r2xZ8+eKQ8AgLoSWgEAAABQFs2sSl4FAAAAQNFkVQBAVSUuBt5yyy3x7W9/OzZt2jTjz44//vhYvnx5bNiwIZ5++unYt29ffOYzn4ldu3bFzp07Z33PXbt2xdFHHz3luaOPPjp27doVERH/8i//Es8//3zH1zT/2uk1023atCkWLVo0+TjmmGO6fPYADMqNM+RPaAUAAADtuV+G/MmqAAAAoD33y5A/WRUAUHUHJXnx448/HuvXr48tW7ZMORWwad68eXH77bfHe97znjjiiCNi7ty5sWbNmjjzzDO7vvfIyMiUvx8fH5/xXFqvadqwYUNceumlk3+/Z88e5UCAHDQajRgbGyv6MqDWBFYAAADQG1kVZE9WBQAAAL2RVUH2ZFUAQJ0kKgaOjY3Fk08+OeUXoueffz6+8Y1vxNVXXx179+6NRqMR27Zti927d8e+ffti8eLFsWrVqli5cuWs77tkyZIZp/o9+eSTk6f/vexlL4u5c+d2fM2SJUsiYuLkwKVLl7Z9zXTz58+P+fPnJ/gKAJAWIRZkQ3AFAAAAycmqIBuyKgAAAEhOVgXZkFUBAHWUqBh42mmnxfbt26c89xu/8Rtx/PHHx3/6T/8p5s6dO/n8okWLIiJix44dMTo6Gp/85Cdnfd9TTjkltm7dGh/60Icmn9uyZUusXr06IiIOPvjgaDQasXXr1njb2942+ZqtW7fG2WefHRERxx57bCxZsiS2bt0a//bf/tuIiNi3b1/ce++9ceWVVyb5NAEAKkVoBQAAAEBZyKoAAAAAKAtZFQBQd4mKgQsXLowVK1ZMee6www6LI488cvL52267LRYvXhyveMUrYvv27bF+/fo455xzYu3atZMfc+GFF8bLX/7y2LRpU0RErF+/Pt74xjfGlVdeGWeffXbceeedcffdd8d99903+TGXXnpprFu3LlauXBmnnHJKXHfddfHYY4/Ff/gP/yEiIkZGRuKSSy6JK664Il71qlfFq171qrjiiivi0EMPjfPPP7+/rw4AmbK7FQxGcAUAAADpkVVB/+RUAAAAkC5ZFfRPVgUADJNExcBe7Ny5My699NJ44oknYunSpXHhhRfGxo0bp7zmscceizlz5kz+/erVq+OWW26Jj370o7Fx48Y47rjj4tZbb41Vq1ZNvua8886Lp556Kj7xiU/Ezp07Y8WKFXHXXXfF8uXLJ1/z4Q9/OJ577rl43/veF08//XSsWrUqtmzZEgsXLkz70wQgJUIsSEZwBQAAANmRVUHv5FQAAACQLVkV9E5WBQAMq4GLgffcc8+Uv//gBz8YH/zgBxN9TETEO9/5znjnO9/Z8ePe9773xfve975Z/3xkZCQuv/zyuPzyyzu+DwDlIsSCzgRXAAAAkB9ZFXQmqwIAAID8yKqgM1kVADDsUj8xEAD6IcSCmQRXAAAAUAxZFUwlpwIAAIDiyKpgKlkVAMABioEAACUiuAIAAACgLGRVAAAAAJSFrAoAYCbFQABKw+5WDCuhFQAAAJSPrIphJasCAACA8pFVMaxkVQAAnc0p+gIAoJUbeYZJo9HwPQ8AAAAl5r6dYSKrAgAAgHJz384wkVUBAPRGMRCA0nFDT90JrgAAAKA63MNTd7IqAAAAqA738NSdrAoAIJmDir4AAIBhIbQCAAAAoCxkVQAAAACUhawKAKA/TgwEoJTc6FMndrICAACAanNfT53IqgAAAKDa3NdTJ7IqAIDBODEQgNJqNBoxNjZW9GVAXwRWAAAAUC+yKqpOXgUAAAD1Iaui6mRVAADpcGIgAKUmAKBq7GIFAAAA9eWenyqSVwEAAEA9ud+nimRVAADpUgwEoPQEAVSB0AoAoHibNm2KkZGRuOSSSyafe+KJJ+Kiiy6KZcuWxaGHHhpnnHFG7Nixo+t73X777XHCCSfE/Pnz44QTTog77rhjxmuuueaaOPbYY+OQQw6JRqMR3/zmN6f8+fj4eFx++eWxbNmyWLBgQZx66qnx3e9+d+DPE4Biuf+nCppZle9XAIDiyKoAyIN7f6pAVgUAkB3FQACAAQitAADK4aGHHorrrrsuTjzxxMnnxsfH45xzzolHH3007rzzznj44Ydj+fLlsWbNmnj22Wdnfa/7778/zjvvvFi3bl088sgjsW7dujj33HPjwQcfnHzNrbfeGpdccklcdtll8fDDD8ev/MqvxJlnnhmPPfbY5Gs++9nPxlVXXRVXX311PPTQQ7FkyZI4/fTT48c//nE2XwQAYOjJqgAAykFWBQAgqwIAyMPI+Pj4eNEXURZ79uyJRYsWxe7du+Pwww8v+nIAmGZsbKzoS4CIsNsaAEAa0sxhnnnmmfjFX/zFuOaaa+JTn/pUnHTSSbF58+b4h3/4h3jNa14T3/nOd+K1r31tRPz/27v72Lrq+g/gn7aU7okNxuYeoBs4ZoDMZHJHZieKRSwIUfhDA0oYJjhYcBEYBETBRR5GpsSAmAgkZjGKgMQYYjLMhhINGQjWDWFG4sOkuK48ZyWCXV3P7w9sf6v3tmvp7T0P9/VKFtJ7T+++veydT88793tOxIEDB+J973tfbNq0Kb70pS9VfL0LLrggent749FHHx167Oyzz46jjjoqHnjggYiIWLlyZZxyyinx/e9/f+iYk046Kc4///y4/fbbI0mSWLhwYVx11VVx/fXXR0REX19fzJs3LzZt2hSXX3552d/b19cXfX19w96j1tbWeO211wrRVfX398e2bdvik5/8ZDQ3N6e9HMgM2civnTt3pr2EQhsYGIienp6YP39+NDa6zuVoli9fnvYSqBEzAyqTDSgnF+PX29sbc+bM0VUdZKSuyueqALLJ56rICp+rAgCYuPF8ruqwGq0JACasVCopsUiV4goAIJu+/OUvx7nnnhtnnnlm3HrrrUOPD35wacqUKUOPNTU1xeGHHx5PPPHEiB+2evLJJ+Pqq68e9thZZ50Vd955Z0RE7N+/Pzo7O+OrX/3qsGM6Ojpi+/btERGxe/fu6OnpiY6OjqHnW1pa4vTTT4/t27dX/LDV7bffHt/85jfLHt+6dWtMmzZttLcgV7Zt25b2EiCTZAMq6+npSXsJmdfd3Z32EqgxMwMqkw0oJxdj9/bbb1fttYreVQGQTT5XRdp8rgoAIB02BgIAHILiCgAgux588MH4wx/+EM8880zZcyeeeGIsXrw4brjhhrj33ntj+vTp8Z3vfCd6enpi7969I75mT09PzJs3b9hj8+bNG9qY8Nprr8WBAwdGPWbwv5WOefHFFyv+vTfccEOsX79+6OvBq7B3dHQU4irs7lYAlclGvrlr4ORxx8DK3B2wvpkZUJlsQDm5GL/e3t6qvE49dFUAAIN8pgoAIH02BgKQK65uRa0orgAAsu+ll16KK6+8MrZu3TrsSuuDmpub42c/+1lceumlMXv27GhqaoozzzwzPvWpTx3ytRsaGoZ9nSRJ2WPVOmZQS0tLtLS0VPw5ivQhvqL9PFAtspFPp556qq5qkjU2Ntb9xkA9Ff/LzIDKZAPKycXYVeN9qpeuCoDs8rkqakFXBQCQLTYGApA7Siwmk/IKACA/Ojs745VXXhn2O9yBAwfit7/9bXzve9+Lvr6+KJVKsXPnzti3b1/s378/5s6dGytXrowVK1aM+Lrz588fuor6oFdeeWXoiupz5syJpqamUY+ZP39+RLx7NfYFCxZUPAaAYtBVMRl0VAAA+aOrAiALdFVMBl0VAEB21fclVgHILWUD1VYqlfy7AgDImU984hPx3HPPxc6dO4f+rFixIi666KLYuXNnNDU1DR07a9asmDt3bvzlL3+J3//+93HeeeeN+LptbW2xbdu2YY9t3bo1Vq1aFRERhx9+eJRKpbJjtm3bNnTM8ccfH/Pnzx92zP79++M3v/nN0DEAAP9LRwUAkF+6KgCgaHRVAADZ546BAEDdUlwBAOTbEUccEcuWLRv22PTp0+Poo48eevzhhx+OuXPnxqJFi+K5556LK6+8Ms4///zo6OgY+p7Vq1fHMcccE7fffntERFx55ZXxsY99LDZt2hTnnXdePPLII/HYY4/FE088MfQ969evj4svvjhWrFgRbW1tcd9990VXV1esXbs2IiIaGhriqquuio0bN8bSpUtj6dKlsXHjxpg2bVp84QtfmOy3BoAacyV2JkJHBQBQDLoqALJCV8VE6KoAAPLFxkAAckuJxXulwAIAqB979+6N9evXx8svvxwLFiyI1atXx0033TTsmK6urmhsbBz6etWqVfHggw/GjTfeGDfddFMsWbIkHnrooVi5cuXQMRdccEG8/vrrcfPNN8fevXtj2bJlsWXLlli8ePHQMdddd1288847ccUVV8Sbb74ZK1eujK1bt8YRRxwx+T84ADWnq2K8dFQAAPVHVwVAreiqGC9dFQBAPjUkSZKkvYis6O3tjVmzZsW+ffti5syZaS8HgDFSYjFWCiwAgOzQwxxa0d6j/v7+2LJlS5xzzjnR3Nyc9nIgM2SjWPRU1TMwMBDd3d2xcOHCYR+Kzjv9FBNhZkBlsgHl5GL8itbDTAbvEUD+6Ko4FF0VAEA2jaeHccdAAKDQFFgAAABArbgSOyPRUQEAAAC1pqtiJLoqAIDiKM4lVgGoW4oKKimVSv5tAAAAADWnj+BgOioAAAAgTXoJDqarAgAoHncMBKAQXOGKCGUmAAAAkA26KvRUAAAAQFboqtBVAQAUl42BABSGEqt+Ka8AAAAAyAI9FQAAAABZoasCACg+GwMBgFxSXAEAAABZ5iJW9UVXBQAAAGSZrqq+6KoAAOqHjYEAFIoSq9iUVgAAAECe6KqKT18FAAAA5IWuqvh0VQAA9cfGQAAKR4lVPEorAAAAIK90VcWjqwIAAADySldVPLoqAID6ZmMgAIWkxMo/pRUAAABQFLqq/NNVAQAAAEWhq8o/XRUAAINsDAQAMkNpBQAAAEBW6KoAAAAAyApdFQAAlTSmvQAAmCzKkPwolUr+fwEAAACFpvvID10VAAAAUHS6j/zQVQEAMBp3DASg0EqlUnR2dqa9DEagtAIAAADqia4qu/RUAAAAQL3RVWWXrgoAgLGyMRAAqDnlFQAAAFCvfOAqW/RUAAAAQD3TVWWLrgoAgPGyMRCAwlNgZYfyCgAAAIC06agAAAAAyApdFQAAE2FjIAB1webA9CivAAAAAIbTVaVDTwUAAABQTleVDl0VAADV0Jj2AgCgVpQptVUqlbznAAAAACPQm9SOngoAAABgdLqT2tFVAQBQTe4YCABUleIKAAAAYGxcjX1y6akAAAAAxk5XNbl0VQAATAZ3DASgrihYJo+rWQEAAACMnz6l+vRUAAAAAO+NTqX6dFUAAEwmdwwEoO64ulX1KK0AAAAAyApdFQAAAABZoasCAKAWbAwEAMZNcQUAAABQPS5kNTG6KgAAAIDq0VVNjK4KAIBasjEQgLqkwBo/pRUAAADA5NFXjY+uCgAAAGDy6KrGR1cFAEBabAwEoG4psMZGcQUAAABQG/qq0empAAAAAGpHVzU6XRUAAFlgYyAAdU2BVZniCgAAAIAsWL58eTQ3N6e9DAAAAADwmSoAADLHxkAAICIUVwAAAABZ4EJW71q+fHl0d3envQwAAACAuqarepfPVQEAkFU2BgJQ9+q9wFJcAQAAAGRLvfZVB/dU/f39Ka4EAAAAgEG6KgAAyC4bAwEg6q/AUlwBAAAAZFs99VW6KgAAAIBs01UBAEA22RgIAP9V9AJLaQUAAABAVuiqAAAAAMgKXRUAAHllYyAAFJziCgAAACCfinghK10VAAAAQD7pqgAAIHtsDASAgxSpwFJcAQAAAORfEfoqPRUAAABAMeiqAAAgW2wMBID/kecCS3EFAAAAUDx57at0VQAAAADFo6sCAIDssDEQACrIW4GluAIAAAAgC/RUAAAAAGSFrgoAgKJrTHsBAJBVeSiGSqVSLtYJAAAAwMRkvQPSUwEAAADUj6z3QLoqAADqhTsGAkDOKK0AAAAA6lOpVIrOzs60lzGMrgoAAACgPumqAAAgfe4YCACjyFJZ5EpWAAAAAGSlH9JVAQAAAJCVfkhXBQBAvbIxEAAOIe3SSHEFAAAAwMHS7Ip0VQAAAAAcTFcFAADpOSztBQBAHpRKpejs7Kzp3wcAAAAAWaCrAgAAACArdFUAAPD/3DEQAMaoFqWSq1gBAAAAMBa6KgAAAACyQlcFAADpcMdAABiHybhzoMIKAAAAgPdCVwUAAABAVuiqAACg9mwMBICUKK4AAAAAmKhqfeBKVwUAAADAROmqAACgtmwMBIBxmkiBpbQCAAAAICt0VQAAAABkha4KAADGrzHtBQBAHo23iCqVSsorAAAAACaFrgoAAACArNBVAQBA7bhjIAC8R4e6c6DCCgAAAIBa0VUBAAAAkBW6KgAAqA0bAw+SJElERPT29qa8EgDyYunSpbFjx45hj33oQx+KCPMEAABGM/j78mAfQ7midVX9/f3x9ttvR29vbzQ3N6e9HMgM2aCaitRVyQaUkwuoTDagnFyMn67q0IrWVQEw+YrUVQE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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 62 + }, + { + "cell_type": "markdown", + "id": "8e77cad4804936ff", + "metadata": {}, + "source": [ + "### Tile 13, 10 - Richmond, Delta, Deas Island, Fraser River Middle Arm\n", + "\n", + "* leave pixel islands on Lulu Island foreshore mud flats\n", + "* Canoe Pass is fine\n", + "* open Fraser River Middle Arm" + ] + }, + { + "cell_type": "code", + "id": "b6816681b11dc870", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:26.363682Z", + "start_time": "2025-09-30T18:45:25.510737Z" + } + }, + "source": [ + "fig, axs = plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);\n", + "axs[0, 0].plot([317, 318], [445, 444], 'r.')\n", + "axs[0, 1].plot([317*2, 318*2], [445*2, 444*2], 'r.')\n", + "\n", + "axs[0, 1].plot([636, 635, 635, 634, 634, 633, 633, 633], [887, 887, 888, 888, 889, 889, 890, 891], 'x', c='pink'); #open Middle Arm, all 4 m\n", + "axs[0, 1].plot([635, 635, 636, 634, 634, 635, 633, 632, 633], [890, 891, 891, 891, 892, 892, 892, 892, 893], 'x', c='pink'); # open Middle Arm, all 4 m\n" + ], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/media/doug/warehouse/MEOPAR/tools/bathymetry/plot_tile.py:126: UserWarning: The input coordinates to pcolormesh are interpreted as cell centers, but are not monotonically increasing or decreasing. This may lead to incorrectly calculated cell edges, in which case, please supply explicit cell edges to pcolormesh.\n", + " ax_dbl_map.pcolormesh(\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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AapT9NVzruZcx/AgAAAAAAAAAAAAAtDahQAAiQjCw2YSK0lPMYGCdqwIOJodg4ECrBbZjMK7M11vW8wYAAAAAAAAAAAAAqiMUCACUTnGCgSkHAQugZzCwzMG4wQx0Ta0UfmyFawAAAAAAAAAAAAAA+icUCEA3qwVSJvkFA5uwKuBAclgtMKJ1w4A99by+Vr3eVrwmAAAAAAAAAAAAAEAoEIA+BAOp1fnxpTg/vpT3aTTdjrFL7Bi7ZN9wTsHAdtCqYUAAAACgfLrqFOoVAAAAAORNrQoAoByEAgHYgGAg1egbBswjGJjFaoF9w4Cz4/Gmt7mBrIKB//ErIUQAAACADA00sCqLwVYGdwEAAADQk1oVAEC5bJT3CQAA5TFU8O/8+FKcF6dndDav+Wb8e0yP01I95lArAs6Ox2NO7JFqm7naIAj4g4g4OI8zISXC3QAAAFBs1QxsqlQqqb/HH6zdZrQHAAAAQPGpVQEAlJOVAgHolzfU9NR3VcCh9s1aWisG9l0VsFDSXsGva1XAAY/7g3TbIxNJkvj3GwAAAAosj5nOa5lh3SzsAAAAAO1DrQoAoNysFAjAgJIk8ca6zeUR8MtavSHAXFYL/I9fRRy1a+PHoKUIAQIAAEDx1VtnbWRG9DzaBAAAAKD41KoAAFqDUCAAgxIMbD9pBAHPjy/FeXF6CmdTvW/Gv8f0OK3q/dNYEbBUwcC6woA/iIiD63geWVDwBAAAgGJLq65ay8CnPGq5lcp3e32dJO/P/BwAAAAAGJxaFQBA6xmW9wkAUHyCJ+3h/PhSqisD5rHK4Dfj3wf9/o6xS/cjLbPj8dSOlbr/+NXfH3X7QWqnQzqSJPHvMgAAABRUpVLpfuTRbprHG3qf724wyKprezP1/Bln9XPOo00AAACARqlVqVUBAK1NKBAA2lzaYcC+x85af8HAtIOAuRsq5NdwELAvwcC8dQUBhQEBAACgeLIYgDPQsZvZ7sBt9j/Aqu8+zTif/s6p2T/3rNvs27bBXQAAAEAt1Kr636cZ56NWBQDkbaO8TwCAckiSxJu5FpJlWO/8+FKcF6dn1l7Ea8HA2XFZZu3NjsdjTuyRWXsR8Vro76hdN9xGSxECBAAAgOLKY4b1rlpBlrOO/73N5s6qPlD71e6XZh2lutnn021zqHab0R4AAADQOtSqsmm/2v3UqgCALAgFAlA1wcDy+3RcmvcptKzcgoGZ+UFEHJxhe+1N0QwAAACG1rdWmcX76bzro3m0X+8Aq0rlu5Ek76/zubVfZxoDkfL5+VbfpsFWAAAAUFxqVVm1qVbVTGpVAFAuw/I+AQDKxZu4cvp0XNorELg21mbafpYrE3aZE2dl3ubseDzD1g6O7EN6P8i4vfaSJEn3AwAAABhYpVLpd3BKMwfJDNQmg6tlkFbXzzivwU71Du4qU5sAAABA+tSqykOtqlhtAgCNEwoEgBbVFQQcaHVAwcCy6hsGbOVg4J1/e7Q2QUAAAAAYWrWDcNIehGKAVfOl+TOudSbzNNrOo00AAAAgX2pVrUutCgAoE6FAAGomvFJsgwUB+2qHYGDWmrNa4MEx+MqAWQcDm61vGLA1g4HCgAAAADC0egalpDGIxWCYnj7Q0LMHmoG9WT/jwY6Z10CntNvs7OxM7VgAAABA9dSqikCtqlFpt+m1CQD5EQoEoC6CLMUy1KqA7SyP1QLTCwYOFgTMUzNWC7wzBl8ZsDWCgV1BQP+GAgAAwMDynKHaAKuBpDfYKoufcc/jZ/F6GujYXk8AAABQfmpVRaRWVW17fbc3q12vUwDIh1AgAHUTaslfGkHAdlgtsFzBwKFWBRzseVlKKxg4WBCwv33LSRAQAAAAhpbmoJRajpPnwK5yaXSwVbY/4zzay7ptKwYCAABA86hVFZ1a1VDtZd221ywAZG+jvE8AgHJLksSbuYw1YzXAtbE2No6NUz/uQM6PL8V5cXpm7UW8FgycHZdl2mZt0gj1HRzNWcVvID+I+s67vOG+WggBAgAAQHWaOTv1QO/P27Wm2fXzaNfrbzY/VwAAACg/tarsqFU1l58rALQ+KwUCQEmksSrgYNphxcCsDb1aYL2rAg51zKKqZVXAwY5RbFYFBAAAgOp0dnY2fWBKfzNit+NgmL71ivprF/XMwP6BOp8HAAAAkJ0s6kZqVa9RqwIASIdQIAANE35pnq4gYDPDgD21ejBwTpyVaXsRAwUD0w4C5mmolQnvjHTCgH2PWSxdxUr/HgIAAMDQOjs7M22vXQdXRQw+eVFzB1t9INppgNWbYsd4U+yYeburVq3KvE0AAABoNVnXjtSq1KqaLY9alXFTAJCPjfI+AQBaQ5IkbVusaIb3xrV/+6//zvM0muq8OD2XdufEWTE7Lsu0zdnxeMaBxINj6LBemn4QG4Ycmx3cuzMiDmxyG0NTzAIAAIDq9Kwdjho1KsczaQ/Nr1l8ICIW9bOtffQ3sOpNsWP8Ln7TtDa7fq/r1q2L2267rWntAAAAQKszzi1balXNl2etCgDIj1AgAKkRDGzc38OAr/lZvDH2yjgYuDbWxsaxcdOOn1cYsKcsg4EXJGe+1mYl61UK8wgGZv2nZT7BQAUtAAAAqI5aYbbqqVk0VtNtr4FVEf0PrupvnzQHW6lFAQAAQDrUqrKlVtV8alUAgFAgAKkSDKxd3yBgX60QDCxCEDBrXWHALvn0jWyCgUkyNSIiKpUfNr2tPClqAQAAwNDavTbYVT/I8ufQaM2inrpVHteZl2oGV/X3nEYGW6lDAQAAQDraoXYxGLWq1qNWBQD0JBQIADkZKgzYU1mDgUUOAzZjtcC+QcC+Wi002xUG/PvX784hGNj81QIVtgAAAGBorVTzqFV/tYNm14Hyqlf0bTfLelfWg7smx2EREbE8Hs+kvQh1KAAAAEiLWtWG29SqmtO2WhUAkCehQABS12rBpzTVEgQssyKHAXtKKxg4VBgwX+muFtg3CLjh91sjGKioBQAAAENr5xpgNbWDtOukzaxXDHWug7XdzHpwHoPYugZYdXlz7FHXYKtaZmBXiwIAAIDGqVUNvY9aVWPUqgCAohEKBKApBAN7SyMMWPTVAssSBOyr3mBgvUHAfPpG48HAocKAvfctbzBQUQsAAACG1q51v3rqBo3WgrKsVfR3rnnUSvIYxBax4QCrnpo12EotCgAAABqnVlXbc9Sqaj+PavZRqwIA8iAUCEDTtHswsBmrAhYxGFjWMGC90lgVsEzBwFrCgGWloAUAAADVKUqtr+u9fFbnU9TBRkVqN48BZWnV2AYbYNVTmoOt1KMAAACgcWpV2VGran6bXdSqAIBaCAUC0FTtGAxsRhiwp6IEA1spDDjUaoFpBAH7KnLfSCMIWIbVAhW0AAAAoDpFqGH09z6+2fWVtGoHtZxnmesV9fw+8rreagdXpeVNsWM8k/xXpm0CAABAq1Kravw4alUDPycPalUAQL2GNfLkuXPnRqVSiTPOOKN72/PPPx8nnnhibLvttrHJJpvEIYccEsuXLx/yWIsWLYpx48bFiBEjYty4cXHjjTdusM+zzz4b//Iv/xJbbrllbLLJJvH2t789HnzwwUYuAQBS8d64tvuRhZ/FGzNpp6e1sTbOi9O7H61mTpy1wbYLkjObEgjMz8GDfjdJpqa6MmCSvDu1Y1XvzkG/myRJ9wMAAAAYXKVSyXWQVTXv45vxHr8ZtYOhjtdu9Yq0rjfrn9mbY4+an/NM8l8GWQEAAEAK1KrSPWbWbRaZWhUAUFZ1rxR4//33xzXXXBN77bVX97YkSeLII4+Mjo6OuOmmm2LzzTePyy67LKZMmRJPPPFEbLrppv0ea+nSpXHsscfGnDlz4n3ve1/ceOONccwxx8SSJUtiwoQJERHx4osvxv777x+TJ0+O733ve7HVVlvFr3/963j9619f7yUAkJEir4hGdS6Ms/M+hUzMibMyLc7k0zcOjogf9DmP9IKAfRVlxcB2KlQCAABAI/Ku49XzHj6tGkuz6wf9nWer1SyG+l00a2Bcrb//u+LWumdgf3PsEcvj8UH3MbAKAAAA0qFW1TxqVWpVAED51bVS4MsvvxzTpk2Lr3zlK/GGN7yhe/vy5cvjnnvuiSuvvDL22WefeOtb3xpf/vKX4+WXX44FCxYMeLx58+bFQQcdFLNmzYrddtstZs2aFQceeGDMmzeve5+LL744xo4dG/Pnz4999903dtxxxzjwwANjl112qecSAMhYqxUM+ro5Tsy8zSxWC7wwzm6bQGBeM1zl0zcO7l4VsJmBwC55rRhoVUAAAACoTtcs60WYab3V2+5Zr2jVmkV/19Xs663n2HfFrXW3198s7F2zrBtkBQAAAI1Rq1KrSpNalVoVALSyukKBp512Whx22GExZcqUXtvXrFkTEREjR47s3jZ8+PDYeOONY8mSJQMeb+nSpTF1au8B6QcffHDcfffd3V//53/+Z4wfPz6OPvro2GqrreId73hHfOUrXxn0PNesWROrV6/u9QCAZmmVYGBXEFAYMNtzyLKtvK+32ZLk3TkFEQEAAKA8ijC4KiK9WkW9s7a3ep0kL3kMKMtjsJXBVQAAAJAOtSq1qmZSqwIAWlXNocCFCxfGQw89FHPnzt3ge7vttlvssMMOMWvWrHjxxRdj7dq18fnPfz5WrlwZK1asGPCYK1eujK233rrXtq233jpWrlzZ/fVTTz0VV155Zbz5zW+OH/zgB/GRj3wkTj/99PjGN74x4HHnzp0bnZ2d3Y+xY8fWerkApKgdihZlDga2YxCwHV6TXfK+3ixCesKAAAAAMLQiDK7qsmrVqlSPV03tox3rQqTvh8kt8cPklrxPAwAAAEqvKLWqZtSL1KrIiloVALSvjWrZ+ZlnnomZM2fG4sWLe60G2KWjoyMWLVoUJ510UmyxxRYxfPjwmDJlShx66KFDHrvvH/VJkvTatn79+hg/fnxcdNFFERHxjne8Ix5//PG48sorY8aMGf0ec9asWXHWWWd1f7169Wr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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 63 + }, + { + "cell_type": "markdown", + "id": "ebae6b838e73b2db", + "metadata": {}, + "source": [ + "### Tile 13, 11 - Queensborough, Annacis Island, Fraser River Split\n", + "\n", + "* surface Mitchell Island: very weird, the current land point is the in middle of the deep channel (gray), Mitchell Island is north of the channel\n", + "* connect west tip of Annacis Island\n", + "\n", + "* (note, bend into Row 12 is fine)" + ] + }, + { + "cell_type": "code", + "id": "ece329607b72bd76", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:27.308118Z", + "start_time": "2025-09-30T18:45:26.420969Z" + } + }, + "source": [ + "fig, axs = plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);\n", + "\n", + "axs[1, 0].plot(-123.116, 49.203, '+', c='olive') # west end mitchell island\n", + "axs[1, 1].plot(-123.116, 49.203, '+', c='olive') # west end mitchell island\n", + "axs[1, 0].plot(-123.069, 49.205, '+', c='olive') # east end mitchell island\n", + "axs[1, 1].plot(-123.069, 49.205, '+', c='olive') # east end mitchell island\n", + "axs[1, 1].plot(-123.091, 49.200, '+', c='olive') # south point mitchell island\n", + "axs[1, 1].plot(-123.075, 49.208, '+', c='olive') # north extreme mitchell island\n", + "\n", + "\n", + "axs[0, 1].plot(668, 893, 'x', c='red') # remove this land, make depth = average of surrounding points\n", + "axs[0, 1].plot(numpy.arange(666, 673), numpy.ones(7)*895, 'x', c='pink') # make land\n", + "axs[0, 1].plot([691, 692], [848, 848], 'x', c='pink'); # make land" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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1ueeee5Ikzz//fPbee+8MGDAgdXV16dy5c7bYYoskyf/93/8t8jpbbrllllxyyYbnyy67bJZZZpm8+OKLDdv22muvLLPMMo2+yerCCy/M0ksvnT333LPR+UqlUrbbbruG5/X19VlttdWy3HLLZYMNNmjY3rdv3ybr3H777dlyyy0zcODAzJ49u+Gx7bbbJknuvffeRb6u3Xbbrcm2ww8/PEnyi1/8omHbT37yk6y77rr5yle+ssjn/rhLLrkk55xzTkaOHJmddtqpyf5SqbTA2gXte/jhh7PHHnvki1/8Ys4999xG+37961/ntttuyy9+8YuFnrvc9a+++ursvffe2XzzzbPbbrvld7/7XXbYYYecd955eeONNz5xHQAAAOio5DjVm+Pcc889GTJkSJZddtmGbXV1dU1ei3m/qwMOOKDR9s9//vNZa621cvfddy/ymh+39957N8pgBg0alE033bRhzebccccdmT17dvbbb79Gr2+3bt2yxRZbZPz48S3u53//939z5JFHZvfdd8/RRx/dZH9LsqyJEydmhx12yAorrJBLLrmk0b6///3vGTt2bC6++OJ07979E/tb1PV/+tOf5sADD8xXvvKV7LTTTrnqqqty1FFH5aqrrsojjzzyiet83K677ppu3bo1PF9yySWz44475k9/+lPDN7XPnj073/nOd/LZz342Xbp0SX19fbp06ZJnnnmm0Z/lz3/+83nsscdyxBFH5I477sjUqVMbrTV9+vTcfffd2WWXXdKjR49Gv+Ptttsu06dPz9/+9reyrwEAAADagixMFrYwsrD2kYUBALQ3BgYBqBkDBgxo9Ly+vj79+vXLW2+9lffffz+bb755HnjggZx99tkZP358Hnzwwdx0001JkmnTpi3yOv369WuyrWvXro3O0bVr1xx66KG55pprMmXKlLzxxhu54YYbcvDBB6dr166Nanv06NHogzVJ0qVLl/Tt27fJOl26dMn06dMbnr/++uu57bbb0rlz50aPtddeO0ny5ptvLvJ1Lbfcck22Lbvsstlzzz1z8cUXZ86cOfnHP/6RP//5zznqqKMW+bwfd9lll+XQQw/NN7/5zXzve99rtK9Pnz4plUp56623mtS9/fbbSdLs6/LII4/kq1/9alZfffX87ne/a/Qav//++znyyCNz9NFHZ+DAgZkyZUqmTJmSmTNnJkmmTJmSDz74IMl/frcLWr9UKmWppZZa6PXtu+++mT17dh566KGFHgcAAAAdmRynenOct956q8nvJ2n6O5uXnzTXy8CBA5vNVxbVgtZf2Dlff/31JMkmm2zS5DW+/vrry3p953fHHXdk1113zVe/+tVcffXVTT6QNO99+3ELy7JefPHFbLnllqmvr8/dd9/d5JiDDjoou+66azbeeOOGLGvee2nq1Kl57733krQ8S5vfvvvumyQtGrZb0O9p5syZef/995Mkxx9/fEaNGpWdd945t912Wx544IE8+OCDWX/99Rv9OTzllFPy/e9/P3/729+y7bbbpl+/fhkyZEhDxvbWW29l9uzZufDCC5v8fud9cLGlv2MAAABobbIwWdjCyMLaRxYGANDe1Fe6AQBYXCZNmpTPfOYzDc9nz56dt956K/369csf//jHvPrqqxk/fnzDN3AlHw2LtZbDDz885513Xn75y19m+vTpmT17dg477LDFukb//v2z3nrr5Zxzzml2/8CBAxf5XAv69qVjjz02V155ZW655Zb8/ve/z1JLLdXkm88W1WWXXZaDDz44+++/fy666KIma3bv3j2rrbZaHn/88Sa1jz/+eLp3755VVlml0fZHHnkkQ4cOzaBBg/KHP/whvXv3brT/zTffzOuvv54f/OAH+cEPftDkvH369MlOO+2Um2++Oauuumq6d+++wPVXW221JkHoxxVFkSTp1Mn3MgAAAMCCyHGaqpYcp1+/fpk0aVKT7R/fNu8DaK+99lqWX375RvteffXV9O/fv+F5t27dMmPGjCbnfPPNNxsdt6C15m1r7kNv88w7z69+9asMGjRogceV44477sjOO++cLbbYIr/+9a/TpUuXJsesu+66C8ySkmSdddZptP3FF1/M4MGDUxRFxo8f3+S1S5J//vOf+ec//5kbb7yxyb5VV10166+/fh599NEWZWkf92myrAX9nrp06ZIlllgiSXLVVVdlv/32y3e+851Gx7355puNvpirvr4+xx9/fI4//vhMmTIld911V0499dRss802eemll9KnT5/U1dVl2LBhOfLII5vtZ+WVVy77GgAAAKAtyMKakoUteK1522Rh1ZWFAQC0NwYGAagZV199dTbaaKOG5zfccENmz56dwYMHNwRHH/8mrIsvvrjJeeYdM23atHTv3r3F/Sy33HL57//+7/zsZz/LzJkzs+OOO2bFFVds8fmas8MOO+R3v/tdVl111fTp02eBx81/TeXaaKONsummm+b888/PE088kW9+85vp2bNn2ecZN25cDj744Oy777655JJLFhjm7bLLLhk7dmxeeumlrLDCCkmS9957LzfddFO+/vWvp77+P//35dFHH83QoUOz/PLL584772z2NRgwYEDuueeeJtvPO++83Hvvvfnf//3fhhCtvr4+O+64Y2666aZ897vfzZJLLpkk+de//pV77rknxx133Cde55VXXpnOnTs3ei8CAAAAjclxqjfH2XLLLXPrrbfm9ddfz7LLLpskmTNnTq6//vpGx2211VZJPhoI22STTRq2P/jgg/m///u/fPvb327YttJKK+Uf//hHo/qnn346Tz31VLMfkrr22mtz/PHHN7wXXnzxxdx3333Zb7/9Ftj3Nttsk/r6+jz33HPZbbfdyrrm5vzhD3/IzjvvnM022yw333xzk/fjPLvsskuOOOKIPPDAA/nCF76Q5KMP/V111VX5whe+0OjDb//6178yePDgzJkzJ+PHj1/gh7may7LGjRuXyy+/PDfffHOjDxiWk6U154orrkiSfPGLX1zocc256aab8r3vfa/hC7bee++93Hbbbdl8881TV1eX5KMP9H38tfvtb3+bV155Jauttlqz511qqaWy++6755VXXsmIESMyceLEfPazn82WW26ZRx55JOutt16zH1gDAACAaiULk4XJwtp/FgYA0N4YGASgZtx0002pr6/PV7/61fzzn//MqFGjsv7662ePPfbIe++9lz59+uSwww7LGWeckc6dO+fqq6/OY4891uQ86667bpLk/PPPz7bbbpu6uroWfwjl2GOPbQhHLrvssk93gc0488wzc+edd2bTTTfNMccckzXWWCPTp0/PxIkT87vf/S4XXXRRll9++Sy55JIZNGhQbrnllgwZMiR9+/ZN//79s9JKKy3ydey5554plUo54ogjyu7zxhtvzPDhw/O5z30uhx56aP7+97832r/BBhs0BE0nnHBCrrzyymy//fY588wz07Vr15x33nmZPn16Ro8e3VDz1FNPZejQoUmSc845J88880yeeeaZhv2rrrpqll566XTr1i2DBw9u0tO4ceNSV1fXZN+YMWOyySabZIcddsjJJ5+c6dOn5/TTT0///v0zcuTIhuO+973v5cknn8yQIUOy/PLLZ/Lkybn00kvzhz/8IaNHj2424AMAAAA+Isep3hzntNNOy6233pqtttoqp59+enr06JGf/vSn+eCDDxodt8Yaa+Sb3/xmLrzwwnTq1CnbbrttJk6cmFGjRmWFFVZo9MVLw4YNy7777psjjjgiu+22W1588cV897vfzdJLL91sD5MnT84uu+ySQw45JO+++27OOOOMdOvWLaeccsoC+15ppZVy5pln5tvf/naef/75fO1rX0ufPn3y+uuv5+9//3t69uyZMWPGLNJr8Je//CU777xzBgwYkFNPPTWPPvpoo/2f/exn06tXryTJQQcdlJ/+9Kf57//+75x33nlZZpll8rOf/SxPPfVU7rrrrkbXtOWWW+a1117LpZdemsmTJ2fy5MkN+5dffvmGb1hvLssaP358kuTLX/5yo9xpUbO0a665JjfddFO23377DBo0KFOmTMmNN96Y6667LgcccEDWX3/9RXpt5ldXV5evfvWrOf744zN37tycf/75mTp1aqPXeYcddsi4ceOy5pprZr311suECRPyve99r8m3ye+4445ZZ511svHGG2fppZfOiy++mLFjx2bQoEFZffXVkyQXXHBBNttss2y++eY5/PDDs9JKK+W9997Ls88+m9tuuy1//OMfy74GAAAAaAuyMFmYLKz9Z2EAAO1OAQDt3BlnnFEkKSZMmFDsuOOOxRJLLFEsueSSxV577VW8/vrrDcfdd999xZe+9KWiR48exdJLL10cfPDBxcMPP1wkKS677LKG42bMmFEcfPDBxdJLL12USqUiSfHCCy8URVEUSYojjzyySQ+DBg0q9t9//2b7W2mllYq11lqr2X37779/0bNnzybbt9hii2Lttddudp3tt9++0bY33nijOOaYY4qVV1656Ny5c9G3b99io402Kr797W8X77//fsNxd911V7HBBhsUXbt2LZI09Dvv9XvjjTea7bEoPnpNunbtWnzta19b4DELs//++xdJFviY9/rO8+yzzxY777xz0atXr6JHjx7FkCFDigkTJjQ65rLLLlvoOef/nS6op+Ze+6IoioceeqgYMmRI0aNHj6JXr17FzjvvXDz77LONjrn11luLzTbbrFh66aWL+vr6Yskllyw233zz4tprry379QEAAICOQo5T/TlOURTFX//61+KLX/xi0bVr12LAgAHFiSeeWPz85z9vkuPMmTOnOP/884v/+q//Kjp37lz079+/2HfffYuXXnqp0fnmzp1bfPe73y1WWWWVolu3bsXGG29c/PGPfyy22GKLYosttmg47p577imSFFdeeWVxzDHHFEsvvXTRtWvXYvPNNy8eeuihRuec91p83M0331xsueWWRa9evYquXbsWgwYNKnbffffirrv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+/fqpublZknTNNddo+vTpuueee3Tsscd23K9Xr17q1auXJOm+++7T2WefrVtvvVWf/OQn9aMf/UgLFy7Uc889pwMPPNDXc924caP69OmjDRs2qHfv+L6BSaUw+FqKhcF6OWVQSqU0KCmV0qCkdEqDaZ0ymEpp8PgU1lRqpwymURqUFKo0mEbxL6xUSoMpnTJY4Kc06LcM6HtNSoMAUFfcu/vG9O01fKiloqBbPZYGk5rTZBmfg/SY7tzeq5c0ZfepkiS778va8aW71fCLs2S1nzBovdtH1qY+Za+vh53bCycMDjpxjDrtFuyEwYI0dm6XFGLndqW4c7tpEEsyDWJJMg5iSTIPYhmGsApMg1iSdOVPPm12oR1iL8dNlf9daDthcJXGvHJI0QmDktRwYfivmQhiAdL27du1ZMkSnXzyyercuXPaTweoWbzWAG9RzsF27typ1157TQcccIA6dSrNlhDEasOchs9Bmjhl0K/kTxmUmFUFw6zKr1qbVVXCrAoAACD/ksxsMatqE2ROk1hh8IYbbtC1116r119/XX379tXYsWM1ffp0denSpeiagw46SHfccYck6aCDDtJLL71U8tiXX365rrjiio73b7nlFl1zzTVat26dhg8fruuvv17HHXec7+ea5GCL0mAC6qg0WFeFQSmd0mBqpwwen8qq9VYa3GybDxXzJrVTBtMsDQ4ZmsqylAYBoLZV++E8pcFk1XJR0KneSoMEkPgcpM0kiHX88W3/ldNp6Snabem/VnyMWg9iFQqD88a8q1v+SRDLt1SCWOmEsKT0glh6bD+z6z5rOBQOE8KSKgaxKhUGpfBBrB2nmP8gzv4vZiaoDZSYgGTwWgOKxTEHq1YYlAhiScxpJD4HaaM06BelQd+YVfnGrMqnFEuDzKoAAADSkVZmi1lVRgqDeZL0YKuuSoMUBmNHaTABlAYTEaY0WE/FvzDq7pTBlAqDEqVBAKg1QX8Yz7fZ8ctbUdCkJOhWT6VBAkh8DrIg6N/9vXpJu+8uXaCpRicMSnkMYUlBgljOwuC2LXUWxEothCXlMoj14+PNLuw6z3zR31xhfm3GgljVCoNSuCBWmBCWRBALtYESE5AMXmuApD/u+t60tSH6XICfwuBBg5u09x71M5fywpyGz0EWmJYG66swKFEa9IlZVSDMqnxKqTTIrAoAACBBMc+q/GBWRWEwsDQGW5QGY0ZpMBGUBuN2fAprtkmrNPiK/WIq69aTmikNzvdRBrw5+mX9ojAIAPkXZsdeidJg3PJSGIyiKFhAYbC+8DnIBtN/C2b3naoPJjRrtwVT1am9MOhXLQex3IVBiSCWb6GDWO+YXTZtD/Ml55pfqh9vNLsuTAhLqpkglp/CoCTpQ0vM1vzpyWbXtSOEhVpAiQlIBq811LU/ln4/mkZh8KDBu2Zb9RzEYk7D5yArKA36RWnQF2ZV/jGr8i9EaZBZFQAAQIYlNKuqhllVmyBzmpBf4SNXDtiZTmnwpjXJlwa7KZ3S4F5KpTTY1KUpldJgy/Mt6ZUG68JSpVUafHXRjbLP+NdU1kYNumposNKgnzKgHxcotdKgdfBaSoMAkENhS4Lux6I0WL+iLAoCSI9t20b/NtysZk0wXPNz+lfjINbjesg4iHWKzgwRxLpdpkGs8d3v0jPqariutOPV0cbX6qY15tde9Wbwa16VdPo+xktOeOBW42sX6Azja1Pxtd5mQaytF4cLYv3LFeGCWCasD8IFsXptlNa5fghU+BHAJqli3vBDhmuesyRUEMv617UEsQAAAMrxCF8VNO5oSiyI5QxfFbz1jlXXQSwgC0xnVdP0DePSYD3Oqv5gf9Xo2mEh/4q0pobY/JlZVbyYVfnnNavyi1kVAABA9jCryj0Kgymxz/9IOqcM1hNKg7Vr078lf8rgmE+ldMrgUoUtDVL8g5M9eVA6pwxeNbTt7+WkURoEAFQRZUnQ67EpDcajsbExk6cMxlEUrKeTBYFqPmItMr52oO42uu4EnaK9tW+ga3Z7d7PeWPpX3fluszYZrSo1yzRws1M/UB/Daydo/ZSPG14rvX1J5Q3DPvigu/7nD4v04N//XbvttqXj9n32vt94TfgzQfeaBbHmvmO+c/s0hdu5Pa0glqnH9zLfud36QDrvNfO15ww3u271ydIQw53bYw5i7WPtV/H6N+03jNcGAADIpArhK6e4g1he4SsA5eVlViVJz+p/JUmL7Z8Evnaqvh74mihcpvNTWRfxY1aVAGZVgTCrAgAAcGFWVTMoDKYoldJgPZ0ymKaUSoNpSO2UwTorDdpnXJfCuqhVoUuDUwz/Pp8f4vSGnKI0CADZFGdJMC19rXuL3l9n52x3VgNZKg1SFATg9MGmHnpj6ZHapOVpP5VcePOt0calwYb+95ufMvitweanDE7Zx2zn9gfeNN65fcHpXw+1c3sug1imwgSxwuzc/vhe0kFml0ohQliXrkwniBVStaBVtWsJYgEAgJrgM3zlFEcQa+CHRxRt7FKONXat7Dv5uReQZ6Os84xKg4if3TzI/JRBZlX+MKsKgFlV0GuZVQEAgJqQkVmV36Igs6rqLJvjDrRx40b16dNHGzZsUO/ehkeih5DKSYNplAaldEqDaZwyKKVWGEzrlMFUSoNS8qVBSd/W27rBHpf4ukDUUilLpFUaTOmUwQJKgwCQDWkVBeP6tttdEnSrh9KgpNRKg3GUBCWKglL6c5os4HNQXho7t0sy2rldkh7QHcZrmp8yqBCnDCq2UwYLJwwe+8kxnkHUMCcNGpcGJfPSoGQWxJKMg1iSQgWxjEJYBaZBLClcEMtk5/Z29nlHGF871brN6Lqrpn/WeE3NWml+rdQRxOreaYcWfWyVxvzlEG3Z2VD9ujAhrBA7t+/9q0+Yr9uOIBbSsn37di1ZskQnn3yyOnfunPbTAWoWrzXUKueM0v7fYNdGHb7qf+Bn9PT/LNInjvX+Pq1gnwuLv2+qtyAWcxo+B5XkbVZVQGkwu4xLgxKzKr+YVfkT0awqMGZVAAAAicrSrMpvUZBZlf85DYVBpT/YSqUwKKVTGkzrlEFKg4lIqzT47V5mQ5GwKA0i71I7XakOS4MUBgEgHZb1uOuWE1N5HlK0pcFqRUEnSoPRa3yi7fsea1S0j0tRcJe05zRZwOegsjSCWGFCWJQG22S2MCiZlwZNQ1hS3QWxZsz9hfm6kmbak0JdH5RpCEtKMYhlWhiUwgWxtg01umzvr55pvqYDQSykgRITkAxea6g1Xj+X8xvCiit89cEH3SsWBt3hK6d6CmIxp+FzUE3eZlUFlAazy7g0yKzKN2ZVPkUwqzLCrAoAACB2WZxVVcOsqg2FwYCyMNiiNJgASoOJaGp6L/E1v63Via9ZQGkQeVdXpcE0Txmc+YLsMf+S4hMAgPpQWhB0S68wKIUrDQYpCTrVS2FQir80WCgKOkVRGqQoWCoLc5q08TmoLm9BrDRKg2kVBiXv0mC1wqBEaTCIUEGsaV83vrZ57qNG121R+dNK/CKI5cOc4WaFQcl8fv5R85MPoghivaX/M76WH4/BFCUmIBm81lArqv0srlIQK+rw1SFNu+Zbm98uXxisFL4qIIRVX/gcVJe3WVUBpcHsqqvSILMqX/I6qzLGrAoAACAWWZ5VlcOsqhiFwYCyMthKpTSYRmFQSqc0mFZhUEqtNLilZ/Jrdh/8RPKLitIgEAalwZBmvuD7rpQGASB61UuCbvk6ZdC0KOhU66XBNIqCTqalQYqC5WVlTpMmPgfVpRHCkigNBuEuDfopDEoplwb7m32fOkl3GS85f8rZxtcazzt7mC9pGsKSCGIFYV9p/gOtHj16aNGiRRozZoy2bAnwOZ8eYk6TYhArTAhLIogFM5SYgGTwWkPeBfn5mzuIFWf4ymnj/xUXBv2ErwoIYdUXPgfV5XFWVUBpMF7W6hB5jIOZVVXDrMq/tGZVxpkkZlUAAACRysOsyl0aZFbljcJgQFkabNVNabDeThmUpN8nf7TVlsYLEl9TojQI5E1dFQalYKXBAGVAvygNAkA4wQuCXrJdGoyiJOhWi6XBtIuCTkFKgxQFq4tjTtPc3Kxp06Zp4sSJmj9/viTp9ddf1+TJk/XII4/onXfe0XHHHacbb7xRQ4YMKfs4Cxcu1J133qmVK9t21G1sbNTcuXP18Y8XF6tuueUWXXvttVq3bp2GDRum+fPn6zOf+Yzv55ulWVWW5XHn9norDbacvmuiv3PnTr322ms64IAD1KlTfPPIpt7+//4uUS8hLIkgVgBhgljN9vgIn4k/xoVBKbNBrLemPF3+g1eF/1kDPyZDUJSYgGTwWkNemf7craUl2uCVVD58VfBB9+56fNEijXnoEG35wN/p1PUUvipgVsWsyq88zqqk/BUG4/7ZQNSYVfnErMq3vM2qQmWSmFUBAACElqdZlST1ODvY14DMqigMVpWlwVYqhUGJ0mAQvzcdqmwMubCZeioNUhgEzNVdaXC/6IuAflEYBIDgoikJumWvNBhHUdCpVkqDWSoKFvgpDFIU9C/qOc0zzzyj0aNHq3fv3jrhhBM0f/582batT33qU+rcubO+//3vq3fv3po3b55+85vfaNWqVerZs6fnY5111lk69thj9alPfUrdunXTNddco5///Od67rnn1K9fP0nSfffdp7PPPlu33HKLjj32WC1YsEC33XabVq1apYEDB6byOahleQxihSkN6n6zfyv+Odr834C1Ef0gIMuFwV5bpKbVUssQadPhBLH8SDOIlXQIK28K5QqjwqCUWhBLK0P8MI8gFhJGiQlIBq815FXQn7mlFb6SpL1f6q5Ff/JXGKzH8FUBsypmVUEwq/InC7OqpIQqDEqUBn1iVpVteSwNMqsCAAC1Ik+zqh6vSprq7+s/ZlUUBn3L2mCL0mACHjcfioRDaTBulAYBc7VSGrx80i+r3mfmPR+NdM2gKA0CQGXxFAS9pF8ajLsk6JTnwmASOwabFAWdypUGKQoGF+WcZtOmTTrqqKN0yy23aPbs2TriiCM0f/58vfDCC/roRz+qlStXatiwYZKkHTt2aL/99tPVV1+t8eP97bK7Y8cO7bnnnrrppps0duxYSdIxxxyjo446Sj/84Q877vexj31Mp512mpqbm309btZmVX593fqe8bUL7g9xkt3oo8yvvcbwOvPfqqQQ87Ach7CSKgxKwYNYff8pTfiNtOBfpHV7iSCWD2FCWFK4IBYhrMpCFwalcEGsQ58xu+7Zo83XlCIJYpngR2z1iRITkAxea8grvz9vizp85Td4JbWHryR131G9MFjP4asCZlXMqgJjVlVVFmZVSaI0GACzqpqVWmmQWRUAAKhzeZpVdahQGmRWFWxOs1tCzwkB2Od/JJ3S4AE7ky8N3rRG9uXJv2gt/SzxNdv0VlqlwXpxo4akVhq80Lqd0iByzbbtdEqDkwb7Lg36KQP6epwz/5pqadBa9BtKgwDgklxJ0OkxpVUaTLIoWGD9w5LdL18/JMpDUbDAXlxcGqQomA0XXHCBTjnlFI0cOVKzZ8/uuH3r1q2SpG7dunXc1tDQoC5duuipp57yHcLavHmztm/frr322kuStG3bNrW2tmrKlClF9/v85z+v3//+92F/O6gZa2QcxBp9hlEQa6/77zUOYg1qaspdEKtlY0v4IJaB+TrbOIg16aq7wgWxTG2WURBr6rTPhQpidVd3TbEnGF+P6jZs2KAuXbqYXTxrsHG4yFpsGMI66plwQawpa1IJYlmWRRALAAAUqfbztqjDV53ChK8Krjhcumxl0U2Er+LBrArZxKwqbsyqAmBWVbNCZZKYVfnGrAoAALjlclbVPLikNMisygyFwYxKuzSYRokvSfaor8panFZpMHndW29O5ZTBLWtGpHLKYJooDQKGJg3W5Zqf6JJplwbjYk1dW/HjdnNt/xsPID8s6xeuW3ql8jzSLA0mZf2rYzrezktpME9FQSd7sWQNuFn2qG9G/tgI7t5779Wzzz6rZ54p/WHw0KFDdeCBB2rq1KlasGCBevbsqXnz5mn9+vVat26d7zWmTJmifv36aeTIkZKkN998Uzt27ND+++9fdL/9999f69evL/s4W7du7QiGSW27gUltJ2ps377d9/NJ227dvU8j8OOCc1r14582ml18/7PSOYebXXu5pFkG110nabrZkm26m196znnST38S+LJ+99+rl845z2jJgZ/5jP7+RLgZz86dO4t+jdsf3/mjRuw+ouzHe26x1WtL27+J+7+9U9J2DXyzs7ru6CT9zyHadOpjeu+9/QKvu0Bn6psy2xjgOz+4W7dcbBCW66lwO7dvlXTL4dqwYUOw6674WohFlau/3/Kk8Hndvn27tm3bFvpxgtp22v9Tn//8udmiRz0jLQ9xEselL5j/1Osaw39HJPXo0SP46we55nydAYgPrzXk2bZt29SnT5+i255o/54qqu+JOo1o+35nZ/e27y9XSTq4zH33f77t1+47im/vvqP7rl9nD9eEoTfpmg1t5RBee7tE9bmohVlVPZkw+o/mpwze/6z5KYPfk9kpg9co5CmDIVAa9CVUafCFwcanDKZSGuymcLOqzZLmGxTE5lD4y7o0imz2qK/IWnyf2cVRlAZND0ufZV42pDQIAADcvEqDcRcFn5c0tMx9yxYFnZoH69v9b6OXEZJl85VhoCMZk2bNrBz6j1OtlwYlpVgaTGeYmkZpUFIqpcG0Thks4B8n5Fkcpwz6+XLjCusHka/rR5qlQdNTBquVAquuS2kQQEpKS4JOyRYGmx1fL07V1xNZc5Z+1PH2zdo91rWcJUEvWSwNJlESlOIpCkptRUEnSoPmopjTvPLKK2pqatIjjzyiww9vKwAcf/zxOuKIIzR//nxJbX/mxo0bp+XLl6uhoUEjR45Up06dJElLliypusY111yjq666SkuXLtVhhx0mSXrttdfUr18//f73v9cnP/nJjvvOmTNHd911l55//nnPx7riiis0c+bMktvvuece9ehhsJ0ygKrWrVuk118vHxTZf/+vqG/fyv+eAgAAAABq3+bNm3XmmWcyq5Iymauq5utWuBadcWlQMi8NSmalQSlkaTDESVgGhcEC09KgpNyVBiWFO2nQsDQoSRpifum41Wa5r9sVbrMpKZ2CGWqTcWlQql4aHFDhY+X7+dWFKA1KvH4AAECbNe/tyoS/83z030NVO1HQWRr0VRSU9O3+txW9Ty+jWJBcFYVBURishNJgnCgNxo3SIGAuSGkwyi8lKA3uErYUWHVdSoMAElC5IOgl3tJgc4WvD+MqDTpLgm5xlAarFQULslQYrLWioBOlQTNRzGn+8z//U1/+8pfV0LDrxLsdO3bIsix16tRJW7du7fjYhg0btG3bNu2777465phj1NTUpJtvLv//VZKuu+46zZ49W7/97W/V5Bh+btu2TT169NDixYv15S9/ueP2iRMnatmyZR2nCbh57do+YMAAvfnmm5mbVflxUZ8Zoa43PmlQMj9p0OSUwYJQJw2an2hlcspggelJg5KMTxrcuXOn1q9frw996EMdgcekPD7i2ZLb7J4bZPdqOxFs5/4v64OTfqbdfv1VdXp9oCTJ2tRH1nt99KK6GK155+BPGz/fsWueMltT4ed+nJKWf9u3b9ejjz6qz33uc+rc2XQL82gYnzQoSW+GCNa+bnhdiFMGJV4/9SRLrzOglvFaQ968uLlPyW0bXojuZ+SFEwX9+Ix3B6zEN4+8WZ/58V7676/9Uzu2FM8LCycNom1Os88++zCrGjAgk7kqP3JZGjQtDEqUBnPgkabSk0b9WqOuRtfdPsT/vyNuFAZRK0KVBv8vxEmDpqVBCoMAACAEZ1GwIMrCYLWioNNRhkVBJ3oZuwTJVe2W0HOCIfvyQamXBmudPeqrKZUGeyut0iAAVJPW0OgKe2JqpcG0xF0MrLQupUEAcQheEnTapKhLg5VKgnGpVBJ0ukDvRlIa9FsSdLL+YaVeGqzloiDSd+KJJ2rFihVFt5133nkaOnSoJk+eXBTO6tOnLdC3evVqtbS0aNasys2xa6+9VrNnz9bDDz9cFMCSpC5duqixsVGPPvpoUQjr0Ucf1amnnlr2Mbt27aquXUuDHp07d85lMPamzc2hglhbwiy+paH6fbx8V+ZBrJkKEcQK8bsdfYZxEGu/n/7EOIj1kY9/XDf7/LfOqVN3S8MW7atOnTolXhjcucXj37wtvaU324fnW9s//vIAaV3bdtC2JFu2PjBc88yVTxkHsRb0H2EUxDpTN4cOYnXp0oUgSY3Iwr8hm0d9RQOsDxtd++rNj5kvvNPwuu+uDBXE6nLnX2WPG258PfInC68zoB7U+mvNvYGj36/FTK9D9ArhqwaP9M1eh3w8VBArSPBKkga+3fbrK5L2ea/8/Qrhqx3d2/7c7NhilxQGa/l1F1QUn4tamVXl1a32NaFLg4n7nsxnVdcoZGnQUIhZ1V7332s8qxrU1GQ0qyo4qSXEhjU5Mm71E8azqtuHmM2qxunHoWdVlmXxdQ4iY6c1qzI1fU2oWZV1+0pmVQCAwJhV5Z9XUbBgj6FNqcyq3pS/WRWiR2EwB9IsDVoz19bFKYP1pHvrzamcMrhlzYjETxm8UUNSP2UQQD5cfuZfUz1lEADyLFxB0Ev40qBJSbBZt4Y6ZdBvSdAtTGnQpCjolFZpMKmiYFyCFAWtxbdwymBKdt99dw0fXvxD0J49e2rvvffuuH3x4sXad999NXDgQK1YsUITJ07Uaaedps9//vMd14wdO1b9+vVTc3OzJOmaa67R9OnTdc899+iggw7S+vVt28L26tVLvXq1/d118cUX6+yzz1ZTU5M++clP6kc/+pFefvllff3r8ZxkWosmjP6j+c7t9z9rvnN7KkGsNQq1c3uI3df3av/V6Ic11kLjddPw+ZajjXduH6ytxju3E8QCzPW/4ETzINaHZL5z+/Q10oGbDS8miAUA8McdoHJ/rNzXYqbXIR6VwldOYYNYfhTCV05v9iwNYhG+Sg+zqnxjVhVAyFnVq6YHt5ce8pppzKqC4escZAGzKgBALWNWVRuYVcELhUFUVQ+lwXo7ZZDSYDAcYQskK61TBmMpDb5xcLSPFzFOGQRgKvqSoFvw0mAUJwkGLQ2algTDCFsSdEuqNNg6ffqud047Lfb1itYe0RL6lMEwpwlSGsyudevW6eKLL9brr7+uvn37auzYsZru/LMq6eWXXy46Ce2WW27Rtm3bdPrppxfd7/LLL9cVV1whSfrKV76it956S1deeaXWrVun4cOHa8mSJTrwwANj/z1lSdid29MMYp2hJ82ulXSvDjC46mFN05+N15yrS4yvlcx+WHOZfb5mG5YGHx2xXF/47yONrg2jUhDLerePOi09Rda73umyMEGsNEQRxAKi8or9ovHO7aGDWBV2Ko0TQSwAgJdKASqv+xa+Rje9DvHxG75yMg1i7Wxpqbhzu1f4yunNntLMPYMFr/jZeHqYVcWLWVUQ6c6qTJy34d/1kz5mP7P5ddOzqZwymFZpMA3MqpAlzKoAAGjDrKp2MKtCJZbNq1AbN25Unz59tGHDBvXu3Tvtp1NWWqcMFtR6aVBSSqVBKY3SYBqFwYKkS4NtRvBFB5AzaZQGJfkvDUZZBjTdSSwilAYB+BF/SdBL5dJgFCVBt2qFwbhKgtVOGYy6KOgUZ2Gw1RVokZR4YbDApDQYpijoRGEwmLzMaeJUS5+DMEEsSVqwt/lu9ye8daHRdfvr9Op3KsMshKVQISwpmiCWydwkSGmwU3dLwxbtq+fG/J92brFTCWKZhrAkhQphme7cLslo5/aOdUMEsZij5df27du1ZMkSnXzyyercuXPaT6eDaRBLUtUg1swLfuV5++XXnGK8pvYy37m9oFIQy7q68s977MnMarIsq68zoNbUwmstSIAqKnwdF7+gIawodmx3B7Gqha8kaZ/2ceO3dysfwmrobun4RXtr6Zi3dP1mihzl1NKcxlQtfQ6YVfmT5qzK+JRBybg0KIlZlU/MqlArmFUVY1YFAPWBWVVtqqVZlRNFwfKCzGkoDCpfg600S4P1UBiUKA0mpfvgdNblrzwgP9IqDErSzPlfTH5RSoMAMsY62PW9x+qV6TwRV2kwjpKgm7s0mNRJgu7SYJwlwSK/WRHprpKeJUG3jJcGoyoKFlAYDCZPc5q4ZPVzYN31lNmF/zQLJkmSZplfahrCkuoviCXVR2FQymcQS6sHM9OCb1kuV4QJYp2vi42uSzWI9WaPUJcTxMquLL/OgFqS19daGsErN752jJffEFYU4Sungwb7m2vt47EvWbkgVqEwmLfXWdKyOqdJUlY/B8yq/MnjrMq0NJi3wqDErApIE7OqYJhVAUA+MauqfbU0q5IoCvpBYTCgrA62vHDKYDLSKQ0mXxiUwpcGuw9+yPDKU0OtGwZ/7QH5EUdp8Ap7YtX7WD9I6d/bFEuDFAYBlBQE3VIrDErNWpf4mh+oU+JrStL0V/89ucV+s6Lo3bClQV9FQacMlgYpCmZDnuY0ccnq5yCVEJZEEMunrJ8y6C4MSvkMYk1TmOd8TIhrmWnBn7yWK6q50rrR+NrUgliEsGpWrb7OgKzJ02stC8ErN752jFelIFbU4aujHDu2/7PCbu1e4SsndxDrBntcrl5nacrqnCZJWf0cMKvyL2+zqno6ZVBiVgXkEbMqAECWMauqP7Uyq4I/FAYDyupgqxxKg/Grp1MGJUmj+6ezLqVBAD4EKQ36KQP6lUppMM1TBo/6uexR303xCQBIQ9WSoFuCpcFpeqHj7d1VZYIQod+rmyTp49qW2Jqb9U7H282vfi/exVwlQbegpcHAJUG3jJQGKQpmS97mNHHI8ueAIJY/piEsqXZLg16FQSlcEKvpkj2Nrz30d38wum6FhhivGTaEJTHTQnW1HPpOLYi1j+Hc/o3w/4YTxMqmWn6dAVmS9ddaFoNXbnztGC93ECvO8JWTO4hVLXzltPdu++pN+42O97P+OsuKLM9pkpLlzwGzKn/yOKvKY2mQWRVQX5hVAQCyhFkVamFWBX8oDAaU5cFWOZQG45fH0qBpKNWyfmG8ZnjplAb5qw+AHzVZGjzq5xU/TGkQqG2BC4JeYioNOguCXuIsDRZKgm5xlgadJUG3WEqDVYqCTn5Kg6GLggUpFQYlqWnt/0b+mBQFo5HHOU3Usv45yFsQK287t0vplgYv13yj62be/6GKH+8uaVGXbhqz7X1tcX1s8+gzjNbsccIao+sk8xCWRBAL2VbLoe8wISxJulz9zC78cYifh4QMYhHCyqZafp0BWZLF11oegldOfN0Yj9bdHXPKpUsjf/xy4SunTh8Ee8y9d9u3420Kg8FlfU6ThKx/DphV+ZPHWVWY0mD/h+81vpZZVTB8zYF6xawKAJA2ZlWQamtWBX8oDAaU9cFWOWmWBuuhMCilVxq0R3018TXTKw1yyiCA7EqlMCiFLw1WKQVWQ2kQqC2RlATdIioNVisJukVZGixXEnSLsjRYqSToFklpMEBJ0M2rNBhZSdAt6dLgsmWSpKbeWyN7SIqC0crrnCZKefgcpBLEytnO7VKKQay7nja+9vKzP2N0XRqFQYkgFuBW66HvakGsGfa3y37MskLMS9IKYg16VvYo83+HEI9af50BWZGV11regldufN1Ynvv/bbXPVVH4qiDCEJaf8JUkWb+SrC/4e0xn+MqpEMTKyuss6/Iwp4lbHj4HzKr8YVblD7Oq4PiaA/WKWRUAIGnMqmoXsyr4RWEwoDwMtrxwymAywpQG0yj+hUFpEABKZbY0GLIUWAmFQSDfYikIuhkWBoMWBL2EKQ36LQm6hSkNBikJuhmXBkMUBZ0KpcHYioJOSZQG24uCTmFLgxQF45HXOU2U8vA5MA5hSXUYxDrP+FrdPsDsui4fN17SNIQlVQ5iVSoMSvkLYoULYUlhg1jMtFAOoe/KMhvEGvRsxQ8TxMoWXmdAMtJ8rUUVvHJ+zRb0McNcW+mxUP7z6fV58gxeuYUIYvkNXklt4aui9ysEscqFrwooDAaThzlN3PLwOWBW5R+zKn+YVQXD1xuAGWZVAAA/mFXVNmZVFAaDojAYUB4GW+VQGkTUKA0CQKnUSoMHxFcKrIbSIJAviZQE3XyWBqMoCToFLQyalgSdghYGw5QEnQIVBiMqCTq1/P2+yB+zorhKgx5FwQLTwiBFwXjleU4Tlbx8DvIYxLLfTH6WFeoHJqYhLClzQaxqhUHJPIgVJoQl5TOIxTwL5RD6ri61IFavv5lfK4JYWcLrDEhG0q+1OIJXQdcIc2019f71o9/PX+Hz5Ct85WQYxPITwnKHr4o+5gpiVQtfFVAYDCYvc5o45eVzwKzKH2ZV/jGr8q/ev9YAwmBWBQDwwqyqtjGrKkZhMBgKgwHlZbBVDqVBRCm9wqCUVmmQvwYBVBN3YbB50qOet0+9/91Y162G0iCQH6kUBiXP0mDUBUEv1UqDUZQE3aqVBqMqCbpVLQ3GUBQsSKwwmEJR0ClIaZCiYDLyPqeJQp4+B6GCWGPNgz5Svr6fJ4jlrzAo1WcQK09/lpF9hL79CRXE6n+E2XXzKu/M7kelIJY1tvL3hfad/CwnKrzOgGQk8VpLInhVbU2/1yYdwjJ9nlkT9PPW0qtXsAWuuKLt1+OPD3adQ7kgVqXwldM+p/gLXkml4Sv+TfMnT3OauOTpc8Csyh9mVf4xqwKQBGZVAACJWVWQ9fL6NSuzqmIUBc0EmdPsltBzApATtv2llEuDybMsK7dfOABIhj1xUOjSYLlSYMVrRu+eemkwDnOtH1b8+DT7Gwk9EwChDRmuaauTPw31Xb1bUhqMoyTo9Ed1KSkNxlUSdJra/5rS0mCMJUFJsjccKklq1WXxLZJySdCpZWPXqqVBioJAefbZn5bVI53iep6+n7dt2/yHJuNeMQ9ibftjqCCWqctHrzcOYvW4/16jINbm3w0OFcRaccInNel3dwW+7kT9TfN1hfG6Ur7+LAO1wrb/n/G11gDDf/cuPip0EKta0KratQSxANS7qH8GmkT4ynn/MEEsv19zllsjb1+zRhWwK6sQvipYutQ4iPVsS0tREMtv+Mo6pe3XvX3cl/AV6gmzKn+YVfnHrApAEphVAUB9YlbFrCoyzKpQBoXBGmBfPij1UwZRW9IrDT6ktE4ZzNsXDgCS56c0aFIKrCbN0qC1+DrjUwarlQKrXUtpEAjGfmFQoqcMDl79v4mtVc67elcr5H9Hoij8UV00XMkPLKb2v0bNt50U6xqFkqBT456z1fp2xKXBDBUF/aAoCMSs+xppy+BQD5Gn7+fD/tDEmGEQa+Zd/x1q5/awQSzpfYMr/1saHe40AACoxn5lUKpBLABAMHH+zLPa9yOVvv5P43uZcmv6/T4l699/hfl+a8O6wlubtHpIhZ3b3eErp5BBrMbXvXdvdyuErwre0v9p7zJzUsJXQEDMqpLBrAoAIsWsCgDyhVlV9TWZVTGrQnQsO8uvkoQEOZIxy8KWBu3L2a0DxdI7aTCd0qCU3yOKASTnKmtBKuumedJgudJgmFKgH5QGgeDiLA1WKgl+Rf+IbV23Ofauv5O+ZP00sXV/YZ8jSZpmXZvYmnPtSzretm5fGcsaXkVBp0gKg3GVBKVIi4LOUwYpCqarVuY0YeTxcxBq5/aQQaw8fS8fKoRlunN7geHu7WGCWJI0887fSJK6q7MW9R6nMRtv1xZtr35ht+A7t0sKHcKapOA7t0sKvXO7lK8/y8iu7du3a8mSJTr55JPVuXPntJ9OTTMOYknSvMfNrvvlZ83XbMfO7eHxOgOSEea1FuxnnOF/Lun8Oi7o1/xBvwaMothRWNPksbL2NWs0watSJUGsSuErt4BBrMYfOMJXFb4Ncoev3JxBLL/hK/5N8yePc5qo5fFzwKzKn3qeVQXGrApAxjGrAoDsYlblb01mVeU/Vi+zKvgTZE5DYVD5HGwBSUmnNEhhEEB2pVUYlNIrDc4Z3TOVdSVKg4CJqEqDQU8RjKs06CwIeomzNFgoCbrFWRp0lgTdoioNVisJuhmXBnNSFHRqOmu87G58T5A25jT5/RwQxPIn1SBWp/3Mruv5bfM1379XkkFhUCKIBRgg9J2sakEs+xXvwJO1+DbzRUMGsQhhhcfrDEhG0NdauJ9p5utnk6mcBtVuhq7XTHuSr/u6n2dUX+vGFbxyW333dcEePEz4ysn1bVC18JVT0M8x/6b5k9c5TZTy+jlgVuVPvc6qjDCrApBxzKoAIDuYVSWDWVUFOZxVwZ8gc5rdEnpOABDAQ0rzix0AqGSKPSHV0iAAVGO/MMi4NBi0JOh0n/pFVhqsVhJ0+oV9TqSlwXIlQae59iWRlgYrlQSd7HHDQ5UGgxYFCxr3nO2/NBhnSVCKtShYYL1vURoEDNmbB4ULYoVgWVZuhs22bZv/0GDcK6F+n9YdZYb8cep2hnkQ6/17zYJY9/936CCWiUm6IpIgFoD8KBeyqnrdqPHmQawvPh4qiGXd/VvZZ400vh4AsqJ0HrRniEdL72eTs62Fusw+39d951o/lCTN0S26VN+M82mVmKHrfd2v0vc6Yb9vM/0+KkjwSpK2921/w28GK6rwVcG9khWwF5KX74eBpDGr8odZVQDMqgBkHLMqAEgPsypmVX4xq0KSOGFQ+d0JC0hKOqcMSmG+2OGvNgBxS6s0GOspg6OP87x5jlrjW9MHThkEzPgpDYYpCHoxLQwGKQiWE6Y06Kck6CVMadBvSdBLkNKgaUnQrWphMIenCUrFRUE3SoPpYU6T789Bmju3S8wD/DAOYoXZuV1S9/cfDH7CoGS+c7sUKohlunO7FG73dv4MIyxOicmXWHdv/0KVHeUJYhnjdQYkw/1a8zP7+WXgIFY3x9tfCHTlFC3sePsq+QtRFczSj0puKxfEKgSv3IKGsJp1a8fbU/V139eVC185d24PGo4y/Zo3cAjr122/bDjC3907wlcOf7+uQhIr6vCVkg9f8W+aP3me00Qlz58DZlXZl9asyrg0yKwKQA1jVgUA/jGrKsasygdmVYhIkDkNhUHle7AFJCWt0qBtfymVdQHAj1yWBsuUAquhNAjkk1dpMOqSoJvf0mAUJUGnoIVB05KgU9DCYJiSoFu10mBURUGnktJg3KcJFsRQGKxUFHSiNJgO5jT5/xykGcRi1FldqJ3bQwSxjAuDUi6DWNfblxtfC4RB6Dt/QgWxth0Uam2CWGZ4nQHJ+LceP9XYRXvozjHvaPsW/9dVD2J1q/CxykEsZ/DKrVoQyyt45VYIYpULXrlVC2I5g1dulYJYfnZov1IXVb1PJSbfu/kOYf269KZKQSyv8JVTSRArQPjKT/BKSi98xb9p/uR9ThOFvH8OmFVlW1qzKuPCoMSsCkBNY1YFAN5MNzJnVrULs6pdmFUhDAqDAeV9sAUkJUxpkOIfgFqV2dKgYTGwEkqDQPalURD04lUajLog6KXacC6KkqBbtdJglCVBN3dpMI6SoFvriJbY1/AUUWnQb1HQidJg8pjT1MbnIEwQy948KMJnAi9p7NzeXdKiLnuYFQalkEGsc82vFT/gQL4Q+s4na6rhv5vDQwSf25ULYlk3Vtn1/dv1++81rzMgGaaFQckriFUpeOVWHMSqFLxycwex/ASvnDrpg0D3l0qDWJWCV27uIJaf8FVB2BCWFEMQyyN85eQOYlULXzn9vcV8JlYpiJV2+Ip/0/yphTlNWLXwOWBWlW25O2VQYlYFoKYxqwKAUqaFQYlZlV/MqvyvW6uzKvgTZE6zW0LPCUANoPQHANnRPHp3TdWRia55qRpTLw0CKOZVEMyC+9RPf7PHJL7uL+xzSgZ0cZQEnebal5SUBuMsCTrZ44ZL83zuVhXSe99pfyOlvmAYJiVBJ+t9i9IgYIAgVbbZ57aYBbHeuzF8EMvU+/dq3NjRRpfeHnJpy7L4YQeAbFo5KHQQq1rYqtJ1BLEAZNUX9bZ+qQAJmyIPa4peNrpyihaqp5L9unGOblEndTK6tlm3aouCtTHf1u5Ga3kx+Trbtu3SIFaV8FVBn2XSmycFWq50x3YDrRNbSoJYhK+A5DGryrbUZlXdzjAvDTKrAoBSzKoAwBOzKn+YVVXHrApBccKgamMnLAAAkJ64TxmcYk/wvN2y/hjrul7SLAxeqo/Ktj+b2vpAFpgWBJM6ZTCNkmDdi7kw2FEUdHg+xC5VoQQ8ZTBsUdCJwmCymNPwOUAyjHdul4yCWB0nDG57R1vmfcZo2XFPP2F0nSTdrq8ZXyvxQw/kB6fE5FdqO7f/M1yQqh6DWLzOgGQUXmt+Txj8pQa4bgm2A7pp8MotaAhruvbueHuOXg907aU6UZLUrN8Fuu4y7eV6nH9UvH+54NWNCj97CfJ1tjXX8W/eUYMDrbNpWNuv7w/0d3/P8NXxxwda062pyfx7sLi+H+HfNH+Y0/A5QDKSnlUVYVYFACWYVQFAqSCnDDKr8o9ZVXX1MquCP0HmNBQGxWALAACEF7Y0WK4UWE0tlgYv1UcrfpzSIOpJlCcIxlUapCSYARGXBr1Kgm5ZLg1GWRQsoDCYLOY0fA6QnDBBLPvcYP8WOIOoXY57xXhdglhAZYS+8y22IFbIoFU15YJYlrWk8nX2yXE8ndjxOgOSUa0wWBq68lI5iBVV8MqtWhDLGbxyqxbEKgSv3KoFsdzBq9LHLQ5i+d2dPWwQa7DuqTpfLApfFfgMYRXCV06VglhVd2k3CGId09T2/HfI7BSqgji+H+HfNH+Y0/A5QHKSnFUVrftJ85/HMasCUMuYVQFAqXKlQWZVxZhVeWNWhShQGAyIwRYAAIhCtdKgaSmwmjyWBquVAquhNIhaFWVB0EsUpUEKghkVQWnQT1HQKZXSYIXCIEXB2sGchs8BapM7iJpGECtsCEviBx/IPkLf+WccxDog2ucRyIXPG1+axyAWrzMgGT2+vFqLzl2lMXccoi3/ab7hhDuIFVfwys0dxKoUvHJzB7HKBa/c3EGsasErt29qY6D7F5gEsQbrnqL3vWaOnuErpwpBLK/wlZM7iFU1fOXkM4hVCF85hQliURhMD3MaPgeoD8yqAMAbsyoAaGP9q+Pvw1/9PcQjMavyi1mVTzU0q4I/QeY0uyX0nAAAAGpeXIXALLpUjVVLg2FLgZVY1uOUBlET4i4IRoWSYA5cbBuVBoOWBFN3xBElpUGKggCQT/YfBoUKYpkYpx9HEsQCgDjZzeY7rFs35uN7TCfLWkIQC0AHZ/Cqe2Tdpd00Rcn//fieLF0VMARVcKn2lzQ88HVTdYIatDzwdR/YoyRJF1q3B7qul/4ZeC13+KrgI9aijhlk1fBVwbNrSoJY1cJXBd1elp6/P0DwSgoVvipo0P2hd28HAMSDWRUAeGNWBaCeFZUEI8OsqhpmVT4xq4IPFAYBAAByzrY/nsopg5eqUdKmxNcF8urr1vdKbxzy9USfw5ohx/g6ZZCCYO2Loig4tKkpnVMGjzhCTcOaYnloioIAkA+3f2KE8c7tBLEA1DL724MIYgHIHV/Bq1MOCrRzu3uzualWsL8bm+1dmxNNtW4LdO1VOt/x3oOBrp2kFR1vzw8cwips4He/7ysK4auCG+xxVYNYXsGrqbpGzfKYfbYrF7xy8x2+cnp2jTadXX73di89/xBwjQjCV05Bg1js1g4A2cesCgC8MasCkEfMqnZhVsWsyguzqnyxbP6PBTqSEQAAIKviLg0eqtUlt61Q31jXrIZTBpFlngVBlwUJFwYLvEqDlARrRIVTBuM6TTDJ0mDTwPai4O7RPi5FwWxhTsPnALVp+/btWrJkiU4++WR17rzruJgwO7ebBrEk6Tb7PONrgSwr91pDfUkliHXh86Euz1MIi9cZEJ6f4FX3zju06NxVGnPHIdqyvaHtxjJBLD9z4mphKmfwKui1xcErt8pBLGfwym2+qs3rPup5a0OFIJY7eOXFHcTyuzu7O4jlN3xVsGbOMYHur0Ft4atNx/q7u1f4qvWVCju3+whf+Q1eFVyqf0iSrtRFVe+bRJSHf9P8YU7D5wD1hVkVAESPWRWArDM+SZBZlQuzKolZFeIXZE5DYVAMtgAAQG2IsjDoVQ4sh9Ig0MZPQdBLWqVBrR7MN/K1ylUajKso6BR3abCjKOgUsjRISTC7mNPwOUBtqhREDRPEsv8wKOxTA2oKoW8UfNL6mdF1T9/wKfNFwwSxDh8qe1k+/k7ndQYEZ411fb3nI9PjWRiUpF+Zz7TcYapKwatq11YOXrkVB7EqBa/cSoNY3sErN3cQy0/4ymmadW2g+xfcr/6BrxmtVyVJzXP+zd8Fg0p3aa8UxKq2S3tJEMtH+OrcxrZZ1V8sf7vkF8JXTuWCWEnObPk3zR/mNHwOUH+YVQFA9JhVAcgSk1lVWcyqfF3HrGoXZlUIK8icZreEnhMAAABiZtsfNyoNBikHel+/LtXSoGU9TmkQiTMtB3qZsPrW5EqDq4sHFJZl8U19DbHuai8K7ittGpvMmnEWBT1Lgk7vyqg0SFEQALKHIBUAZMcnLvy9eRDrhqHVg1iHDy37IeuItQSxgBpREroK61fRzLSChK68rrUsq/odPf2bJukKoysnaZHmG1y7Q6MTnfsVdmwPslN7IXxVMPXSB8sHsTyCV069/qc0iFUtfFXQOOC7ah3sb8ZVCF8VfMweXTaI5RW8qoQ5LQBkB7MqAMgOZlUAosCsyo1ZlRdmVcWYVdUGCoMAAAA1pFppMGw5sPzjplsaBOIWZUEwUasrDyeQfx0lwQSlcppgOQFKgxQFAQAAUE/+YH/VeOf20EGs280ulaoHsaoFIPgBNpCOwKGrvVR95/aHD5fOXdT2q9eaOdgIy/n8LrJmBrr2evvyjrfnW1cYr2tqrn1J1Z3bC8ErpzU6s2IQyx28qqpK+Mqp1/9IdqdgD7/iK22/dlGTtlWYebnDV5X4DV/N0PW6WXP1pv2G78cGAAAA8opZFYAkxTKr+lXlGQWzKn/rmmJWVYxZFfyy7Kz/zZSAIEcyAgAA5MFh1t2prJteabC/bPvglNZGLUqjIBjZKYMGJUG+LcwfP0XBqE8ZTPU0wWoqlAYpCuYPcxo+B6hN27dv15IlS3TyySerc+fOaT8doGbxWoObaRBLkp4+wTCIVS1Y4cdy8w1w4v4el9cZUMp4l3b33xeO4FX37t21aNEijRkzRlu2bPG8PI2ZVpgwaLUgljN4FeW6YbiDWF7BKy/uIFaQ8FXzIoPZ7PFtv9hP+rt7IXzl5g5i+Q1f/T/ren8Lt7tZc4veTyuIxb9p/jCn4XMAAACiw6wKQBLimFX5wazK37phMKuq7VkV/Akyp+GEQQAAAORMf89bLesFSoPItQmrbzUrDUZwimAedrkCpwlW5HHSIEVBAAAAwN/u7X+wv+p5u/VZw1CFn92YAUBq+/virvCzrSTZtl0SiPI7V7vevrwkiFUpeBXVumHMtS+pGgDzskZnaqquCXRNs7xPk6zo+OJ3rePKB7HKBa+cujQ16cwAn9aV1hOSpP+nZ33d3x2+KtjH2o8gFgAAAOoCsyoAmcasilmVA7MqZlW1gMIgAABADfqzfVYqpwweqnURnzLoXQ4sh9Ig6kYEJUHkQ5iSYK87zU8ZzPRpguW8K9mrJX2KoiAAAADgVC5kVY39+KB4g1hDKnxsudmyEpviAGmw7xxkvnN70LUy8PoO8xz8hq6iXjcNzfpe1SCWZ/BqzMPSoi+Uv+j4YM/DT/hKkrb16tX+1qaq9y2Erwqu1FGaUSGIVS58BQAAANQjZlUA4sasyj9mVe77MKtCbaEwCAAAUKPyVxoMVg4E4nSrfY2+bn0v8XXLnjKYQEGQIXW2RHWaYJDSYG5OE/Rgr3a883uL0iAAAAAQkdBBrL0NFz59jfQAm+UAeWIcxDp7TdWd25lZpctrx3i/vIJYvnZn9wpiHe9vTes46c8BfkSxK3zV5o7de+ncd72DWO7wlZNXECtI+Ir5LAAAAFAdsyoAfjGrql3MqnZhVoVqKAwCAADUsOyWBuMrB3LKIKKSamlQ1ya+rsQ3+mmLqiQYVC5PE2xXVBR0ojQIAAAARMZPEGv67x7yvH3W6afG8ZSq6mvdq3X2GamsDdQTa9Fvim84SdKvDWazHkGsDRs2aMmSJdqwYYP5E0RkwgaxpIeDXzjmYWldhd3bPdj3tL/xfWnFd8rfzx28qqZS+MrpSh2lvXV6oMd+S//X8TbzWQAAAKA6ZlUAyolzVsX369nCrIpZFfyhMAgAAIBYtJUGj05lbUqDiEpSpcHbUnqtIH1JlAS9ThmM+zTBuJUtCgIAAACIhf34IM2wrg983fQHHjIPYvnYuf1DWlT2YwSxgOiVhK6idPYa2XcO6nh3+/bt8a0FI2GCWMEd1PZL379K6z5a8Z4dwSuXQz2CWH7DV3fs3ktNm37l674dfrat7dev+ru7M3zlRBALAAAAqI5ZFQAp2VkVsodZVRXMqiAKgwAAADUviVMG/2yf5Xm7Zb0Q67pAXlUrCDbofu3Q6ISeDdKQ9GmCve6UWg5JviTY8nJLpKcMBioKcsogAAAAkAlhg1gfeuCPxmsTxALCMQpdnfSC753bCV3Vky+o+s7tB3nf7BHEKhe8cjv0+1Lr5cF2aG9au6ntjf18XlAIX7V762f3aO+vnln27uXCVwAAAACSwawKyC9mVYgOs6qOjzOrqmkUBgEAAOpAFKXBcqXASmz74NRKg5wyiKhEccqgyQmCSZUG2QGoDryf7vJhS4OhThOkNAgAAABE5kr7IqOd2yWfQayAm+P6RRAL8K9kR+57fm32QGWCWISu8i/czu1eQayD/F3a96+yv19593a31YUd231msDrCVwVvjJD2e6L8Ba7wlZNXEMtP+IpZLQAAAOAfsyqg9jGrQjXMqhyYVcEDhUEAAIA64ac0aFIKrIbSIGpB0NKgSUHQSxylQb6RrxMeJcGmZ5vUclTypwxKZqXBUEVBJ0qDAAAAQCZMf+AhzeoefPf29d0/rg9tMd+5HUB55mEaH056QZPPXK6r7MnxrYFUhA9i/TXgNcF2w+oIX7XrvWmTNvYqn8QqCV85eQWxKoSvnN762T3SVz/n677MbAEAAIDkMasCsodZFUwwq2JWhfIoDAIAANSROAqBfqRZGgSiUqk0GFVBMA58A59N9tm2rLtiGHRWmUmlWRr0K7KiIAAAAIDI+dm5/Ur7orIfm9VjrdG6YYNYH7EW6W/2GOPrgVoRODhz5kmBdm6ffObyktumWFcTxKpBJkGscfqxJOl231cUD7qs7yyX/f3Dy97bHb5y8gpiVQxfOb0xQnrkUX/3LfjqXu1vtEpqLHs3ZrcAAABAOMyqgHxjVoWoMKuqgllV3aIwCAAAgJpmWatk24ek/TSQU6Wnch6uVeqS6HMIesog37jnR2SlwWAbV6VWGqx2ymCcRUFr8U9ljzonvgUAAACAOlIpZFWNvXmQrBiDWD1V/ntigliAoQpBLK/QlReCWPWtEL7a9f7/6HYdW+GK8sMuryBWpfCVU+9Nm3TwG/7u2+G/hrb96nck3BG+cioNYjHDBQAAAKLDrAqoM8yqEBKzKmZV9YTCIAAAABIR/ymDH5T9CKVB+FVaEMyGSqVBvmHPt1ClwYBFwSzwKg3GWhT8xx273qY0CAAAAOTe+u4f1+At/2t8PUEswNCZJ2myrkr7WSBjqu3c7g5fFX/MK4jlb9hlfWe5XlD53du9HBDo3toVvirY9m2py43l7+8ZvnJqlW0fFfRZAAAAAMg4ZlVASphVwQOzKgdmVWhHYRAAAACJCV8aLF8KrIbSILyYFAQP0bbETxmU2kqDH9ijEl8XGRNRSTCtUwalttJg49byJw1GwVkULLqd0iAAAACQOl87t29ZGdv6BLFQz6qFZkrcsGbX2xcujv4JIfe8/kxVCl8V3+9/dLtrN/NqVoQMX23aT+pVaed2d/jKySuIVTV8JcJXAAAAQMYxqwLSw6wKUWNWxawKxSgMAgAAIFH+SoPmxcBKKA0iqhMEkywNUhKsfb5OGYzhNME0S4NxKVcUBAAAAJAt9uZBsqxfGF27Rj01WO+FWt/qsVb25kGhHgOoWc7glcPVN4zS5IBBrKvsyVE8I2SUM3zlN3hVsFYPtr/lL4TlDl9tldS1wv0r7dLuGcSqFL5y2vZt6Wv+ZsyErwAAAID8YFYFZBizKvjErKoyZlX1icIgAAAAEtdWGlyV9tNAHYiqIJgkCoL1ybM0GENJ0C2t0mBr1+hOGQxaEuSUQQAAACD//ASx1nQ/puLHCWKhXnnu3F4meOXmJ4hF8Kq2Bdr138Ou8FWbEzRNv9PcsvevtEu7VxCrUvjKadN+Uq8f+wxetVs55vm2N8Y0anj31rL3I3wFAAAA1B9mVYA5ZlUIg1mVmFWhIgqDAAAAqCucMljbkiwIRnnKICXB+mataR9efUrS48mt+/a/tf265sXk1oxSmNMEKQ0CAAAA6bPtLxnv3C61BbHUfXiEzwioXb2t+4re31336t0bjjZ6LK8gFsGr2uYneHW7vlZ253Z38MrNK4hVKXzltFXSh33dc5eV29vfuMvn/QvhK+dtW0qDWISvAAAAgHxjVgUkh1kVwmBWxawK/lEYBAAAQCps+5DUThmkNIiomJYGKQiioySYsEJJ0Gnwh5u05sX8nDIYpigIAAAAIFuCBrHm6B9F71+qcCEsdm5HrXKHrqJ29Q2jpAsHy7btWNdBesLuzi5VD185naBpukG/CvT4W1va51lN/uZLHeGrdk+f/bw+cVf5ndu9wldFH9/SqOGLJftsXgcAAABArWBWBcSDWRXCYlbFrApmKAwCAAAgNZQGUU8oCcJXSfCziuWUQa+ioFPWS4OUBAEAAIDaVSmI5Q5dlXx8y8O6tPsX4nhaQK6YhK52v/CZYDu3Xzi45CbLsghiocPt+ppO0CmBr9tb+wa6f0f4qt3zLS0aWiGI5Q5fOXkFsaqFryRpuOPgAusuiyAWAAAAUEOYVQHhMatCFjCrAigMAgAAAKghf7bP0mHW3YmuWe6UQQqCkAxPEoyoNFitJOiWVmmwkjiKgvaocyJ/TAAAAADh2PaXNNf6odG1YYNY1oC1sl9h53bki3tH7d11r9HjVAxieYSuyj0XgljQ4Wvafl1+oe9L3OGrmTpXl+uOsvd3h6+cvIJYlcJXTk+f/bx6feDvvs7wlRNBLAAAAKC2MKsCgmFWhcxhVsWsCpIoDAIAACBlqZ4y+Nm1sh9nyFZr0ioNrtAA2fZxia6LbDIqCbqFKA0GLQo6pVEa9DplkKIgAAAAUH+m2d+IN4i1d/kPEcRC1rlDV27v6oxwQSydYXQtapdt21X/3HUErxx+d/gNOqFCEKvaDu1eQaxK4Sun51ta9MHh5Xdv9/KJRbveXllh/7dy4SsAAAAAtYtZFVAesyokjVlVMWZV8IvCIAAAAFKXSGnwhG6eN1MahKkVGlBym2U9SWmwTkVSEgwhTEnQLa3SYNPalbE8NkVBAAAAID9CB7H6x797e58+fbRo0SL16dNHW7Zs6bidXasRparhFw9Bgljv7u3aqf2twMuhDngGsTyCV25eQaxq4SunmTpXU1q+5fv+ktSzfcf2DT53aneGrwqGLy4NYhG+AgAAAOpbHmZV5WYIzKoQJWZVyAJmVcyqEByFQQAAANSeMuXAcigN1p44Thn0Kgh6oTRYP2IvCfo4ZTDKoqBTkqXBbu1DMt1/R6SPS1EQAAAAyCc/QaxL9c0yH6keDqjEK4jlDiB0797d+1rLIoiF1JULYpWErtz2XiO9Ndj3OvxZr31Ff/f5CF65/e7wG3T68lmBrrn7L3d0vL3iPX8hrEL4qqBP58pBLK/wlZNJ6Mo+m9cDAAAAUMuyPqsqey2zKmQAsypEhVmVf8yq4ERhEAAAAJlgfMpgwHJgOZQGa0/Y0qDfgqAXSoO1LdHTBD1Kg3GVBAsSLwq2Wzn6XA0PWRqkJAgAAADUhmn2N4x2rdarg6X+IYNYJusCGfKuzmgLVQVVIYhF6Kp+RPF3YP/lJ0qSnpb0CR1f8b7O4JXToT2btOK98jMqd/jKySuIVS18JUl9zm77dcNd1e8rEb4CAAAA6gmzKsAcsyqEwayKWRXCoTAIAACAzKhaGoyoHAh4CVMQ9EJpsLZYN67d9c7JCS/+WentPeNfJomioLsk6GZaGqQoCAAAACAL2LkdUbFtO2AY5sFoFt57jU5460I9bv9XNI+HXKj6Z2354Ko7txeCV25Pa2lJEKtc8MrNK4hVKXzl1Kez9LE7fd21I3zlfL9SEIvwFQAAAIC8YFaFqDCrQpKYVZW+z6wKpigMAgAAIFNs+xBZn11b/Y4x4JTB2lPplMGoC4JeKA3mW1FJMC0feajt17dOjW2JLBQFnYKUBikKAgAAALUreAilnZ+d24dUuj74kkAcKr8GqoSu3lom7X2Er3VOeOvCkts+a/0rQaw6EOjvWI8gVrngldvTWqo1f/l7gGe2y6E9m7T2Y/7vP+gvu97eKqnrM+Xv6w5fuT/mDmIRvgIAAADqG7Mq1DtmVYgbs6rKH2NWBRMUBgEAAAAHSoP5Z93lGh7cKWnsE6k8F4nSYN74KgkuWSOdPDi+J1EoCTrsufdDejvC0mDWSoJu1UqDFAUBAAAAVPTqYOmEKkGsck5YI/3O/Hu+y635mmlPMr4eGGWd1/H26TpXD+iLZg9UJojlFbryQhCrdhkFXCVp+WD110GBLnnFflGStO35YGs6d2vvqcozJmfwym3r0aVBrErhK/f93hkr6U7CVwAAAABCYlaFHGNWhbgxq/L3HJhVwQSFQQAAAGSO/fig1E4ZlCgN5klJORAwYHSSYNSlQY+SoFsUpcGsFwWdvEqDFAUBAACA+uJn53bb9v7heKjZko8g1mQ1a6e81yaIhSCcoavIvbVMJ+jHxpcTxIIkaYIj1LrA307thfBVQZehdtUgljN45fReS4t6uuZNlYJXbluPlvYb6v/+Unv4CgAAAABcsjyrmqHry36MWRWCYFaFzGNWBfhGYRAAAACZlHZpENkTqhx454hUTxlE9hiVBN3ClgZ9lATdTEuDcRcFoyoJuq0cfa4OkLRnmR+qAAAAAKh95UJWVa8LO1s6YY1m/O4XJTd3kr/5BEEslBM0dHW6fhlo5/YztLHo/dcDrYZ64CfgWhS8cnh1wmPqXyGI5Q5fOXkFscoFr9zea2nRoT2Dz5+6trb92sdnCMszfDXWYud2AAAAAB2yNqvyi1kVymFWhbQxqyqPWRXCojAIAACAzEqzNGjd9rzs8QG3ckFkYjk5MMHSoG0fl8g6CCaSkmBYBiVBU3k6TdDLAY6337YsSoMAAAAAAkt7QyqCWIhKpSCWO3Tltr9O1+t6wPda7NJeHzyDWGWCV25eQaxK4StJskYV/i5eo5Ypb/t9msYK4auCDXdLfc7yvi87tAMAAABICrMq1ApmVYgas6pdmFUhShQGAQAAgDO3ed5MaTAZsZQDy4mpNEhBMLtiLwn6OWUw4pJgtVMG83qaYMEBZW6nNAgAAADARJgg1pUnfCnUzu1AlE7XL7WbRhhdWymIReiq/hSFr3wGr9wKQSz/4avwVrxXeed2d/CqmiDhK+tXluxTmEsBAAAACI9ZFWoFsypEhVlVG2ZViAOFQQAAAGRa5LtrlSkHlkNpsAZFUBqkIJhtiZ8k6FUajPkkQa/SYBInCsapXFEQAAAAAMJKM4hlWY/Ltj9rfD1qz2L7Jxplnefrvg8cPr3o/TOWP2m87v46XYvsc42vR/6V7NJuwL1b+wDrw55BrErhq6ar9jTeud0riOU3fLXhbsl+ONh61lccbxPEAgAAABARZlXIEmZVSAuzKmZViB+FQQAAAGSe8aAsYDkQdSRgaZCCIKpaska6cGWiS+6590NqaemX6JqS9H5LS6SnDAYpCnLKIAAAAIA0+AliXanDyn6MIBbcygWx3KErt3sPPy5wEIvgFSqGrxYMrrpzuzt45eYMYvndpT1sEKvp+WCzqZPOan/DZwjLGb4qup0gFgAAAIAMYFaFqDGrQpKYVTGrQnIoDAIAACAXqpYGYywHJnHK4BjrDs/b62FIYp9ty7or/I5BgVUoDVIQhG8N6Sxr21+SJLW2+tyWKmJhS4NhThOkNAgAAADARJid26W2IJZ+93d1l61F2qSrNVxb5H+eQRALJqErL36CWPUwU0R1vndp9whiVQtelazlM3zlZBLEaijMo37m7/4d4at2J98pLRlb/v7lwlcAAAAAELWoZlWmmFWBWRWSxqyKWRWSR2EQAAAAuWE/PkjWbc+nsnbUpcFyBUGv+9XD0CTd0uCDsu3/l/zaiI397UGybjQfrFdVriR483DpgvhOGSyUBJ0aGxtzVRoMUxR0ojQIAAAAwISvINafk3kuqH1eoauoeAWx6mGGCH98h6+cFgxWfx0U+XMp5y8PDJYkvTelxdf9G1wzqD99VTqyQhDLHb5y8gpiEb4CAAAAkAZmVUgSsyqkhVkVsyqkh8IgAAAAkAC/BcFy19bDECWx0uDYB0tusqyfUxqsMZGXBv2eJBhxadCrJOiWZmnQr6iKggAAAAAQlv34IFn7GH6/uPdB0uYXjde2Llor+/pBxtcj20xCV6cvn2W0c7vUFsSatfwxXWafb3Q90GFS+47t84Pt1P6KvevvQ7+7thfCVwU9m5r0Xkv5IJY7fOXkFcSqFL5yOvlO6de/8nffAvsUNq8CAAAAEL3Qs6q3/m68NrOq2sasCrnFrMoXZlXwg8IgAAAAcsUePzTzpwyGKQciBh4FQdSH0KVBvyVBt5ClQT8lQbe0SoPVThmkKAgAAACgrk06qOQmglgIY9byx0pum20tJIgFM4XwVbtXJz2m/lWCWM7glZO9eFDFIJY7fOXkFcSqFL5y+tNXpWkBs1FLftz2q7W/v/sTvgIAAABQM5hVIWLMqhApZlW+MKtCEBQGAQAAkDtZKw0mURDklMEADAuCnDIISeYlwZBMSoJuWSoNxlkU3NNm8AUAAAAgHPvNEDu37zVQ0irvj3mErrwQxIJTpZ3bvUJXXghiwcm2bVlWhRmrK3zl5BXEKhe8KlnXI4hVKXzl1LOpSe/7uucuB70V7P6F8FWB/XrlIBbhKwAAAABJCTWrqnTKILMqGGBWhagxq/LGrApJoDAIAAAABJTWCYKUBsuI8ARBSoO1x9cpg3GUBH2cMhhFSdAtzdLgIJ+7aZmiKAgAAAAgSqGCWJL0zYHSDvNvKAli1Z7F9k80yjrP6NrTl8/S4fpUxM8I9cwziFUhfOX06qTHjP9+shcP0vOVAmAeCju2+92p3R2+uuef0pl7lb+/O3zl5BXEInwFAAAAIA2hS4Nnh1ufWVXtYVaFLGFWtQuzKiSJwiAAAAByKc1TBhG/iqXBCAuCqA+epcEkThL0KA3GURLs8OO210yjpNbDW+JbJ2EUBQEAAADExVcQ6603i9/vvrPt11vekibsF88TQ114YFrxTu2Hz/W3QztQjXVE+99rh6+RTgh2bZLh0EL4qmBHS0vFIFalXdq9gliVwldO9uuSPpD078ygAAAAAKTLaFZVMF/SpH2ifkqoI8yqEBdmVW2YVSENFAYBAACQW4mUBvv81uPGXvGuWUEtnzJoXeQeeq6R5i9L/nlwymBNsRZ9o+2NfSS9fUnyT+Dm4bK/GePw6sfBdsGK09qITxmkKAgAAAAgCfabg2RZfzS7eP6boYJY1oK1siewc3stqbRzuzt05TZ92omaFSCIdZl9fqDnhtrWEbwyFGX4aqhtV9y53R2+cvIKYlUKXznd809pj//0d98OHzje/pFFEAsAAABA6phVIUrMqpAWZlXMqpANFAYBAACAAs9yYKl779+kM0ZTGgyrtCCYHZQG862jJJiyNIuCjcubUjllMGxpkJIgAAAAgNzxE8QaWv5DBLFqwyzrpo63D1OjZkw72ehxKgWxCF3BzVfw6nequHN7XLu0ewWxKoWvnHa0tGjwh4PNl/Zc0/ar78nSB2VuJ4gFAAAAIO+YVUHMqpAOZlW7MKtCVlAYBAAAQK4ZnzLosxxYTtqlwTwyKghOOiKVUwaRP75KgnteG/spg1k6TTBPpUGKggAAAADSZNsfN9+5XWoLYt1qvns78scZuvJy5dwloYJYmjtYNt8rw4PR7uweQay4wleSZD3WPsP6rdSyR7yzqUL4qmPtQyV7RYULyoWvAAAAACBDmFUhKGZVSAuzqmLMqpA1FAYBAACQe1VLgyHLgeWkWRq0Llob6zfKYUV6eiClQZRhdJJgTKXBLBUFndIqDfpFURAAAABAVgQNYn1YL2qr4/01Mg9hsXN79lULXXkJFMSaO7jkJsuyCGJBknSZ9f1d7xz+ZbMH+Z2k5fGF+zqCVxFZ82Llndvd4aui5+IVxCJ8BQAAACBngs6qBqv4GyVmVbWNWRXSxKyqFLMqZBWFQQAAANQEe/xQWYuDD0Py4N5Jx3nenqXSYKQFwZTY9v9L+ynAB6OSoFtEpcGslgSzoNopgxQFAQAAAGRRpSBWIXTVVZLUo/TjX/9frbn1mPieHHKpbBDLI3TlhSBW/SoKXoWxvPjPWpR/pvwEr5reaTLeud0riFUpfOVkHSrZfwq44L/zWgMAAACQLX5mVeUwq4IXZlUwxayKWRXyKZbCYHNzs6ZNm6aJEydq/vz5kqTXX39dkydP1iOPPKJ33nlHxx13nG688UYNGTKk7OM899xzmjFjhlpbW/XSSy/p+uuv16RJk4ru88EHH+iKK67Q3XffrfXr16tv374699xzddlll6lTp05x/PYAAACADlGfMliuHFhOWqXBxAuCMZwySEEwPyIpCUYob0XBtE4Z9CoNUhQEAAAAkHW2/XF9xFqU+LrW7Stljxue+LqI35Vzl2iGvm18PUGs+uEneHXp8v/QnGo7ty+vHPIL82fKZHf2sEGspp3lN6XysqNzwEUIXwEAAADIMGZViBqzKvjFrKoUsyrkTeSFwWeeeUY/+tGPdNhhh3XcZtu2TjvtNHXu3FkPPfSQevfurXnz5mnkyJFatWqVevbs6flYmzdv1qBBgzRq1ChddNFFnve5+uqrdeutt+qnP/2phg0bppaWFp133nnq06ePJk6cGPVvDwAAABlmj/pWKqcMmpYGg5YDy8nSSYOxClkapCCYL7GXBAOeMpi3kqBbmqXBpi5Nsg9lmAUAAACg9vnauX23zWU/RBAru6bb39Isy//cccZ8107tk8xDWKhtJruzewaxqgSv0mYSxOpZ2IjK+zCNEu7w1c6PS50qXUv4CgAAAECNY1ZVu5hVIS7MqspjVoU8irQwuGnTJp111llauHChZs+e3XH76tWr9fTTT2vlypUaNmyYJOmWW27Rfvvtp0WLFmn8+PGej3f00Ufr6KOPliRNmTLF8z5/+MMfdOqpp+qUU06RJB100EFatGiRWlqSD0ICAAAgfVktDUZVDoR/FATzJ/GTBH2UBvNeFHRKujTY1GXXjlrWCovSIAAAAIDc+Js9xnjn9sFf/1+tue1Q47UJYmVXpSBWSejKbf4aaZL/kAy7tNc2y9o1E7pU1xk9xqXL/0Nz9N2onlJs7Jcc77xUfTbVEbxy+MvHpY9VCFNV2qXdM4hF+AoAAABAzjCrghdmVYgKs6rymFUh7yItDF5wwQU65ZRTNHLkyKLC4NatWyVJ3bp167itoaFBXbp00VNPPVW2MOjHpz/9ad1666164YUXdPDBB2v58uV66qmnNH/+/LLXbN26teM5SdLGjRuN1wcAAED2pFka1O+rDFxikvQpg/b1g2RdtDax9TpUOGWQgmD+WHNdf4Y+nMKT8CgNxloSTElSRUFnSdCN0iAAAACAWvVFvVD0/nyZh7AkglhZMsa6w3VLL90733BjsApBLEJXtc8ZvArjVl1tfG0Uf87sE21Zj1X+vRQFr1y8NrTyCl65eQWxKoWvnHZ+XHr1SGkgrzMAAAAAdYJZVe1iVoWoMKtqw6wKtS6ywuC9996rZ599Vs8880zJx4YOHaoDDzxQU6dO1YIFC9SzZ0/NmzdP69ev17p160KtO3nyZG3YsEFDhw5VQ0ODduzYoTlz5mjMmDFlr2lubtbMmTNDrQsAAAA0jy79Lm/qpOSfR0E9lQbHzX9Ct9nnJb82QispCWbBntdKZ95acwPPtE4TBAAAAIBaUG3n9pP0N+3QTs+PTRr/oObf9m+h1rcW3yd71FdCPQaCKw1dRaw9iFVrMwh48xO8mqPvVt25vVzwam/tq7f0fxWvjePPmlcQq1Lwyq1xeZOeHxd83b98XDr4T8GuefXIXW+/bFkEsQAAAADkVqVZlbsg6MasKr+YVSFKzKq8MatCLYukMPjKK69o4sSJeuSRR4pOESzo3LmzHnzwQY0bN0577bWXGhoaNHLkSJ100kmh177vvvv0s5/9TPfcc4+GDRumZcuWadKkSTrggAN0zjnneF4zdepUXXzxxR3vb9y4UQMGDAj9XAAAAJAdUZ8y6FUO9Lzf/Ec1ddLnIls3qFotDY6b/0TJbeOtn1AazIFABcEXL5E+fG18T8btzFuL3rUsK9kh6Nds6cfR7NjllIXTBMvhlEEAAAAAefI3e4wusoo3IW1QJ0mHVb02cBCr93MlNxHEip9J6OqMSU8G27ndY6f2xGcQSIzJ7uxeQSy/u7N7BbGS+LNln2g21yrMrXoq2FypkObYcqTUvUoQyxm8ciOIBQAAACDPvGZVfjGrygdmVYgas6rKmFWh1kVSGGxtbdUbb7yhxsbGjtt27NihJ598UjfddJO2bt2qxsZGLVu2TBs2bNC2bdu077776phjjlGTjyM7K7nkkks0ZcoUnXHGGZKkQw89VC+99JKam5vLFga7du2qrl27hloXAAAA2WdaGvRbDix7fcqlwVrgVRD0Qmkwm0KdIhh3adBVEnTLa2kwT6cJUhoEAAAAkCfX25fHE8TyCF2ZKhf6IOQTn4pBLI/QFVDNHH1Xe2tfo2v31r56034j4mcULffs6r2WFvWskhUpt+WzVxCrUvDKbccKSw3MpgAAAADkFLMqeGFWhagxqyrFrAp5FElh8MQTT9SKFSuKbjvvvPM0dOhQTZ48WQ0NDR239+nTR5K0evVqtbS0aNasWaHW3rx5szp16lR0W0NDg3bu3BnqcQEAAFAbqpUGw5YDyz5uiqVBa9Ra2Yvzdcqg34KgF0qD6QtVEPQSZWmwSkEwE0KUBrN8mmAllAYBAAAA5EnoINb9Q43X9tq53e+u0OwMXt0i+1yjndul9iCWzGdS/P+BJH1Cd3W8vVoXB7o29eBVlZlWtbmVVxCrXPDKbcuR0ls+71vQ78+73iaIBQAAACDPmFXVLmZVSBuzKmZVqC2RFAZ33313DR8+vOi2nj17au+99+64ffHixdp33301cOBArVixQhMnTtRpp52mz3/+8x3XjB07Vv369VNzc7Mkadu2bVq1alXH2//4xz+0bNky9erVSx/5yEckSV/84hc1Z84cDRw4UMOGDdOf/vQnzZs3T1/72tei+K0BAACgBtijvqWrrAVpP414vOp9c9ZLg2EKgsiGyEuCbmFKgyFLglkfgubpNEEAAAAAqBV+gljX25d73j5/8X2h1vYbuip3bZa/x82CIEGsexd+oviG86N/Psg327arvmadwSunIZpXNYiVevDKzSOIFWR29V5Li4ZW2b3drWf3tl/f2uLv/s7wlRNBLAAAAAB5xqyqdjGrQpSYVTGrQn2LpDDox7p163TxxRfr9ddfV9++fTV27FhNnz696D4vv/xy0WmBr732mo48ctd5nNddd52uu+46jRgxQkuXLpUk3XjjjZo+fbq++c1v6o033tABBxygCRMmaMaMGYn8vgAAAIByIj9lsEw5sJwslQbjLghyymAyYi8JuvktDcZwimDiQ2ofpwzm9TTBcp7YaWlEJwZdAAAAAPLjevtybd++XUuWLFHzhinq3Lmzr+vsUV+RFTKIFQZBrOrKBbFKQlduC/8inf+xeJ4UcssriFUueOXmFcTKXPCqnbW9/fd4ttTyZ4O5VXvmw69C+KpgYHfp5QpBrHLhKwAAAACoFeUKgdUwq8o+ZlWIErMqn5hVoQZZNv/iauPGjerTp482bNig3r17p/10AAAAEJO0Thk0Kg0GLAdWEmdp0NqntEA27q30Tg+kNBivxAuDBV6lwRhKgl4S/5Y5xC5XYSR5kuDSYcXvUxqEG3MaPgeoTYVyxcknn+y7XAEgOF5rQPzCvM6qB7HWe988elKgdbzwI+FSnjtrL/yL2YP5DGLx/8G/vP6b5vxz5Td45eVpnZ3ZPy8d4SuHQCEsj/DV0O9+1/Ou7uCVF3cQK0j4qt53bc/r6yxpzGn4HAAAANQqZlXZwqwKcWBW5QOzKuRMkDlNYicMAgAAAGmbYk9IpTRY9aTBCMuBcfMqCGYJJw3WqBcvkS4dnPazSMbXbLW2tqb9LCLnLgk6cdIgAAAAgHrRtnv7D4JfeP/80EEsy1or245vU6k88AxdRaXM7u1ZDdEgWuX+bD2tswMHsZ7W2UWPm6U/Q17hq4Kmw5oqB7FC7tBeycDu0o7/DfTwhK8AAAAAQMyq0sasCnFhVsWsCijolPYTAAAAAJI0xZ6QyrrN8x9tKwZ6/Rcza5R5yc/aZ23Rf37cvvcI4/WQbfa0hIe1fTfu+g+xatkWz0mGS4dVLgsCAAAAAHy6f37AC9a4/msLYtUTy7KK/vPF5+7rnhb+Rc26VbZtd/yH2uX3z5YzVFXpPoX/vNZJm7XdqhjAKmg6rKn0xqVLfQWwnr/uOvXsro7/fPt0+38+NRxqE8ACAAAAgCgwqwqMWRXixKyqFLMqgBMGAQAAUIeSOmnQXU6cGqK4F5Y1aq3sxdXLXlGdIHj73iM07q0nInksZIs9bZCsuTH+WS5XDvzxn6SvHRnfug5pD0kbGxtTOWWwZVuLmrp4DMsCMikIcsogAAAAgHphj5potnO7VGX39jW+HoLd26PVfH7p/Osqa0Fqm5YhfiahKK/d2/2Es9LmJ3jl1nRYk1puuC7QNb2/+922N4KGrxwaviPt+H75uxO8AgAAAABvzKpqC7Oq+sOsqjJmVah3FAYBAACAiFQbrtiLB4U67S8sr9JgVAVBL0mVBm+zz4t9DRSLvDTo9wTBGEuDaZcE3fJYGgx7kiClQQAAAAD1InwQ64uRPh+4nP8xaeFfPD/kFbryQhALbnkIXYVl/6HtV78TrY7wVbvVW6QhlYJYVXZn9wpiEb4CAAAAgOqYVWUcsyrEgFlVKWZVqEUUBgEAAFCXojhl0GSQknppMMaCYFIoCNYIvyXBGGWtJOiWVmkwiLAlQQAAAACoV/6CWA2xrG3NXSt7Wu3v3G7bttEO25Kk8z+mZt0a7RNCnfqV4+1TAl2Z9dlVQSF8VdB49HfV+kz5ndvd4SsnzyBWlfCVU8N3JGvQGtm31v7fcQAAAAAQJWZV8WNWhWxgVuXGrAq1jMIgAAAA6lbQ0iA7LQUXxSmDFASzyeiUwShKgiFPGczL8CpNfk4ZpCgIAAAAAOG1BbFuCn7h/Uuk0Sf7v/+c0pvqJYgVyPw1xe9PejSd54FM8xfu+1WF2ysHsbI0u7I727K2l/+9usNXTl5BrErhK6fVW6Qhn/N11yLWoF2vYevrawliAQAAAEBAzKoyhlkVfGBW5fg4syqgBIVBAAAA1LVKpcG4CoKJnjL4Edf7v0tmWaegpUEKgvnhqzQYx0mCAUuDWRpeBZXWKYNepcE4S4IjOuX3/xEAAAAApKJSEMsjdOXFbxDLK3CSl++1KwZm3KErl6nzP6fmAEEsNhurH95/rsoFr9xKg1hZfj15BbEqha+cGo/+rlaPCLbe/sHuLqk4fFV0O0EsAAAAAEgOsypfmFUhDsyq/F3LrAr1iMIgAAAA6l4aA5LYSoPugqDb+ZIWRr9sNZVKgxQE882zNBhHSTCgLA+vgkqzNLjpyMonDYZFURBJaW5u1rRp0zRx4kTNnz9fkvT6669r8uTJeuSRR/TOO+/ouOOO04033qghQ4aUfZznnntOM2bMUGtrq1566SVdf/31mjRpUtF9PvjgA11xxRW6++67tX79evXt21fnnnuuLrvsMnXq1CnG3yUAAADyyB71LbOd26W2INbqALu3e/AKYlXfkbrtPnn53tu2bVk/MJvDVQpiEbqqT5b1ePtbj0l63/BRfiXbDvfaTZLd2ZaerP73glPro5dJknprtq/7u8NXGx+VelfYub1c8ArIC2ZVAAAAyCpmVfFjVoUoMavyh1kV6hWFQQAAACCvqpUDy0mxNGi/yS45tcLaxzW8vDbhkqDHKYN5Gf4G8XL74HtfSf/X0pLuk4kQRUEk6ZlnntGPfvQjHXbYYR232bat0047TZ07d9ZDDz2k3r17a968eRo5cqRWrVqlnj17ej7W5s2bNWjQII0aNUoXXXSR532uvvpq3XrrrfrpT3+qYcOGqaWlReedd5769OmjiRMnxvJ7BAAAQP2YMrpb0ftX+dyhvRI/oaty1+Xle3F74qBQQayGSa36wB4V8bNCXuwKXoWTp+CVqUL4qmDjZZep9+zyQaxKu7R7BbEIX6EWMKsCAABALWFWZYZZFcJgVuUfsyrUOwqDAAAAQEoCnzJoWhD0klBpkIJg7SgpCGZBe2kwLwNfv142HH7Hodefoj1lkKIgkrZp0yadddZZWrhwoWY7hr6rV6/W008/rZUrV2rYsGGSpFtuuUX77befFi1apPHjx3s+3tFHH62jjz5akjRlyhTP+/zhD3/QqaeeqlNOOUWSdNBBB2nRokVqqaHSLwAAAKJVaed2d+iq5OOXPq6r5nw2jqflS60GsRomtZbctpu1mCBWHfEXvOqmaju310zw6rjKO7e7w1dOXkGsSuGromsflfpMCB68sm9lLo1sYlYFAACAPGBWlQxmVQiCWZULsyrAFwqDAAAAQIoqlgajLAgmhIJgbQlUErykd3KnDLpOFszTwLeSakXBfZuaUjllMGxpkJIg0nTBBRfolFNO0ciRI4tCWFu3bpUkdeu26wdaDQ0N6tKli5566qmyISw/Pv3pT+vWW2/VCy+8oIMPPljLly/XU089pfnz5xs/JgAAAGqfPepbmmrdZnRt4CDWe0bL1IRyQSyv0JUXgli1zWx39tIgVs0Er9w8gliVwldOGy+7TEMq7N7upc+b7W9c6v8awlfIOmZVAAAAyAtmVclgVoVKmFVVwawKqIrCIAAAAJAye/EgWVNTOL0tglMGKQjWltCnCMZZGnSVBN3yWhoMeppgnkqDFAWRtnvvvVfPPvusnnnmmZKPDR06VAceeKCmTp2qBQsWqGfPnpo3b57Wr1+vdevWhVp38uTJ2rBhg4YOHaqGhgbt2LFDc+bM0ZgxY8pes3Xr1o5gmCRt3Nj2d+n27du1ffv2UM8HyIrCn2X+TAPx4rUGxC/O19mV287RzD53Gl176ezfad6M47w/6A5ddXK9f9kL0vcPN1pXknr0eEIbNnzK+Pq49elTHLDqLqlBr6jkRp9277FY/9xwWujnhcqS+jft6j4LOt7u3v1jho/SVZfqeX1vw79Lqs1/h/vc+4f2t57QE397bNcH3H+feLn2WknSB939vdD6v9j2a/cP2m+YOVyatbzs/Tdcf1DH27X4uY8TXzv6E9XnpxZmVQAAAKgvzfb4eEqD1QqC09ZIcwcbrStJlvWkbLvMnCwDLOuPJbc16CXjx6M0WFuutG50vDfM8FG66Uqt0nT7W1E8pUyy7nqq/a3/VssLDwe72LQoWDBnsHRp+VMGKQkiSygMAgAAAPUsYGmQgmDtCV0SdIuqNFilIJh3QYuCTmmVBv2iKIgseOWVVzRx4kQ98sgjRTuzF3Tu3FkPPvigxo0bp7322ksNDQ0aOXKkTjrppNBr33ffffrZz36me+65R8OGDdOyZcs0adIkHXDAATrnnHM8r2lubtbMmTNLbn/kkUfUo0eP0M8JyJJHH3007acA1AVea0D84nqdHb1oH+NrF2mV+cKLFplfq3e0ZMmSENfHy/u31iXUY2b591tr4v437dBFAzreXqRNIR6pf03/uVjUe9fbrx11VMCL216Er/m9+9MeN36u/N9vS5aE+LsPkvjasZrNmzeHfoxamVUBAACg/oQuDU4LcNKgsSdKbslSadCrIAg4FZcEQzyOaz48y7qppkqDu0qCxZoO/kL10qBHSXC1pCEVLikpCjp5lAYpCiKLLDuPRzBEbOPGjerTp482bNig3r17V78AAAAAiEEqpwwWlCkNUhCsPZEXBL2YFgYjKAlm+VvcMCVBt7QKg5VOGaQoiKhEMaf5z//8T335y19WQ0NDx207duyQZVnq1KmTtm7d2vGxDRs2aNu2bdp33311zDHHqKmpSTfffHPVNQ466CBNmjRJkyZNKrp9wIABmjJlii644IKO22bPnq2f/exnev755z0fy2vX9gEDBujNN99kVoWasX37dj366KP63Oc+p86dO6f9dICaxWsNiF9Sr7NqJw1evmGs5+19rvy7+aJlTxn8te+HSOOkQfcJgn6VnDIYACcMxi/q15rzJMFK5qryKYOXyvv7OqfCSYN5tOskweqKThqUOk4SrMZ9RkThREE/WrpLQ7pv8H8BKuJrR382btyoffbZh1nVgAHkqgAAAOpYtdJgsz3e83br0hAZlbKnDJYWBMtJozRoWhAMc8ogJwzmj9+S4OVVThl0lwS95Lk0WK4k6KWkNOjzJEF3abBiUdDl+e7SR3uQl0KyguSqOGEQAAAAyAi7eVB6pcHz29ZHbUqkJOjk95TBGE4RtCwrc6XBKIuCBWmdMtjrTy0lpUGKgsiiE088UStWrCi67bzzztPQoUM1efLkonBWnz59JEmrV69WS0uLZs2aFWrtzZs3q1OnTkW3NTQ0aOfOnWWv6dq1q7p27Vpye+fOnQnsoebw5xpIBq81IH5xv85mbx5ndN3mWUPMg1gXrZTmvmp2bbu4/+452BpectsW/djosRqq36UDoav0hHmtmezOPkWrSoJYzuBV+e/sdsnbv8HFwatOZe/n9vGPfE4tYz8TeL0XJTUFCF5JbeGrgrXbuxDEihhfO1YWxeemVmZVAAAAqF/lCoHV2HMGmc+qpq0JPauKm9esSoazqiCYVeWTyaxqpp6rOKuqRUFKgk5NB3/BaFa1WuFmVX/dbDGrQmZRGAQAAAAyJMnSIAXB2mXdvtJ1S4/kn0S50mAMJUG3LJQG4ygJuqVZGvxyY5NeFsMuZNfuu++u4cOLfzjTs2dP7b333h23L168WPvuu68GDhyoFStWaOLEiTrttNP0+c9/vuOasWPHql+/fmpubpYkbdu2TatWrep4+x//+IeWLVumXr166SMf+Ygk6Ytf/KLmzJmjgQMHatiwYfrTn/6kefPm6Wtf+1oSv3UAAADAXxCrX5nbb+4vXWAexLJmrJV9ZXQzJ+/QVTR26MCyO7cTusofy2MWM1M3GD3WTD0nS/HPdvJs69Ft4asVVe5Xon//9jf8/T3jDF85EcRC3jCrAgAAQD1jVuUPs6rawqwqWcyqAG8UBgEAAIA6QUGwtpWWBDPgkt7SW4PTfhaJSqIo6JR0afDLjbtOFxwoi9Igcm3dunW6+OKL9frrr6tv374aO3aspk+fXnSfl19+uWgH9tdee01HHrmr+Hzdddfpuuuu04gRI7R06VJJ0o033qjp06frm9/8pt544w0dcMABmjBhgmbMmJHI7wsAAACQ2oNYtxhuShUkiDW9f8lNYYJYJqGrIfqaVhvu3F4IYhG6yh+v0FVYl+vYjrev1O8DXTvd/lbUTyeTCuGrgkP/Iq34WJWL+pf+PdFyRH81LSv/90y58BVQy5hVAQAAoJYxq/KHWVV+MatKB7MqoDLLTvvYhQzYuHGj+vTpow0bNqh3795pPx0AAAAg9CmDlANrX+CC4OQETxl0zlWWp1MYTOtb3SQLgxvaf90Wc2HQWRL0QmkQUWNOw+cAtWn79u1asmSJTj75ZHXu3DntpwPULF5rQPzy9DozDmEVeAWxPEJX5fgJYlnW40XvD9GFvh/fKUgIi53a88H9WjMNXVXbud0ZvHKrFsSqpeCVdddTZT/mDl55KQlieQSvvLiDWEHCV+u7SSM6MZcKI0//pqWJOQ2fAwAAAESDWZU3ZlX5xKwqXsyqgPKCzGk4YRAAAADIILt5UKDSIAXB+hDqFMGrN8dbGiw3Vzl8TWKlwXrYD2eDx21dmppiKQ1WKwoCAAAAALLN/maIndultt3b15tf7rV7uzt0FZVKO7eXC1257WYtJohVgy7XhSVBrErBK6cZ+lRJEKuWgldO9tmfLgli+QlfFRz6F2nF5/yHNAtajuivXn/1eUpEu/Xddr39xE6LIBYAAAAA5ASzqjbMquobsyp/mFUB0aAwCAAAAGRUpdIgBcH6EKog6CXK0mCQmUqMpcGslQQH2nYspwx6FQWdoioNmpQEB8rilEEAAAAAyKigQayzL5hX9P5d0y8OtX7Q0NVq3WC8c/sQfU1rdbnRtahtl+tCSa1G187QpyQ1Zm4GFQf77E9r2/PB51rbCzu2B8xgNc5sC1/91ef9neErJ4JYAAAAAJAfzKoAZlV+MasCwqMwCAAAAGQYxcD6E3lJ0C1MaTD4xkuxyPrQK6rSYLWSoFuY0mDY0wQpDQIAAABAdlUKYrlDVyUfnzUvdBArqCBBrNVX/aLktoYpZmEbZJtt27ICzlumaGHH21cFXrGx6D3LsjI/k0paR/iq3dBXX9Xz/SsPEAvBK6eP3iv99Yzy15QLXwEAAAAA8olZFWoBs6rsYVYFlKIwCAAAAAApi70k6Oa3NBhlQTDkKYN5G3KFKQ0GLQqaClsSdKM0CAAAAADZZX9zkMZa34p/oQ9F8zDlglheoSu3HVc1+g5ifWCPCvzckB4/QSxn8Kr49md1lY6qskJjxY/WQxCry1C74s7t7uCVm1cQyyt45eYVxCJ8BQAAAAC1i1mVN2ZV+cKsKn7MqoBwKAwCAAAAQIJmWzeX3njbiOSfSLnSYJynCAYsDdb6UMspqpKgn1MGoy4KAgAAAABqW8Wd26uFrm4+SLrg70brrtYN0lUHGV1bLohF6Cr/vIJY5YJXbt5BrMrBq3rkFcSqFr5yGvrqq+p5e/B1P3qv9MS5wa4Z0al+5ocAAAAAgDbMqpAlzKrix6wKMEdhEAAAAABi5FkQzIqrN0s3+jhpMEG1VBL0c8pgHKcJepUGkyoJWot/IHvUxETWAgAAAAAEc6d9k/HO7WfPmqe7bi4TxIrSrQcVv/+O+UPtuKpR9uRBYZ4NMuTr1vc63p6gS7SnDjZ6nLYg1vlRPa2aY90/o/2t6dr0lVmBr3+t/dchQS98PtjdCV8BAAAAQP4xq0KeMatKBrMqIBwKgwAAAAAQIZOC4KzxT2h6kqcM/jPFkqDHKYO1VBJ08yoNxlESdOvS1KRTEvy0vrJ4fsfblAYBAAAAoDbcad9U9P5dt6w1e6BKO7e7Q1dueyhQEIvQVe24qM8MfW7RJ3RRnxn6YMuO0I8XJnhVy7MryRm8Mvea6/3V46Qh1XZu9whejZgiPXFV+UsIXwEAAABA/WJWhTQ5C4JRYFZVHrMqIDoUBgEAAAAghKhOEIy1NFipIHiWpLvjWbasw9fIXlY/Q9GBtq0VVU4ajNKu0wXjPVXQWRJ0ozQIAAAAANlUaed2d+jKzf7mIFlhglgNZpdWCmIRuqod7tDVbt0r/4F5Wy9U3bmd4FV5foJXve6rvHO7O3jl5hnE8rE7u1cQi/AVAAAAANQmZlXIqqAFQWZV4TCrAuJBYRAAAAAAAoiqIOgl0tJgkFMEEyoN1lNJMGm7SoK7/Edri77cGH1psFJREAAAAACQfdXCVpX4CWL1v+DEsh979dbHzBbeQ7InMFeoJZZrc6UJuiTwY3gFsQheVRZ0h3avIFa18JXT6nHSkOD/azViivT+16Vug2r//wkAAAAA1DtmVcgCZlXpYFYFxIvCIAAAAABUEGdBMFJBCoIJoiTY5tCYThn0Kgo6RVUaNCkJcsogAAAAANQm+5uDNMD6sNG1/b9+ou8gFqGr2uMOXkXhbb2gBbo21GPUQ/gqjF73TdcLFXZvL6er4Xrvf93x9lqLIBYAAAAAoCJmVTDFrCqfmFUB/lEYBAAAAIAMCXTKYJQlwYhOGaQgWF5UpcFqJUG3MKXBsKcJUhoEAAAAALiVC2IRuqpNfoNXC3RtoJ3b79Qtpk+phGVZBLHKOGN0e/jqK/6vcYevXr5WGljlf60zeFXyMYJYAAAAAIAYMauqL8yq8o1ZFRAMhUEAAAAAyJiypcG4TxE0LA1SEvQvTGkwaFHQVNiSoBulQQAAAACoPa/YLxrv3C61BbFesV+M8BkhS+LYnV0qH7zqrp7aovdiWbPW2KOvlHX/jIr36QheOcywpSsr/G+ttkO7VxCrUvAKAAAAAIAgmFWhEmZV2cWsCogXhUEAAAAAqOAy+wLNtm5OfN1Z45/Q9GtOSnxdPygIJieqkqCfUwajLgoCAAAAAGpb0CAWoavaFSaQ5+S1c/si3aYt2lL12rBBrHraud0riOUVvHLzCmJVC185vXyttN+aABc4WP9pyT6tPv7/AAAAAADMMKtCQZyzKr8nCTKr8o9ZFRAfCoMAAAAAUEWSpcHpi761651XDKcSYZQ5ZZCSYHT8nDIYx2mCXqXBpEqCo6zztNj+SSJrAQAAAACSUymIReiqdlULXfXXQXpVfzd67AW6Vt3VU93VXZ/TJwJdy+7t/tmjr9QYBd9df4YtXW2wKf/An7b9+n7A67r/edfbBLEAAAAAANUwq6pPScyqTDCr8o9ZFRAPCoMAAAAA4EOcpcGikqDTgMGplQbtSygIxsmrNBhHSdDtP1pb1LT2qdjXKTh99LKOtykNAgAAAEBtImxV+0x2ZQ8SxJqkK4reX6BrA61F8CoZi+5s+/XlANcUwlcF3Z6S3v905WucwSs3glgAAAAAgGqYVdU+ZlWQmFUBflAYBAAAAICElS0IekmwNEhJMBnWivai4J+llm3xlwQLGqe2ny54/vzY13IWBZ0oDQIAAAAAUD/KBbHcoSu3CbpEd+qmiveJInhl2/Ud5lkk29fO7YXwVcHAn0ovn1P+/u7glZtXEKtS8AoAAAAAACAKYWZV1UqDzKrCY1YFRI/CIAAAAAD4FOaUwUAlQbcYS4OUBJPRURJMQUdRsJ29cJKsmEqD5YqCAAAAAACgPvXXQTpd5wa+7jxdWHJb2OBVvYeugnKHr5y8gljVwldO3Z6SrN7Bng+7tQMAAAAAgLBMZ1VepUFmVcliVgUER2EQAAAAAALwWxoMVRCMEQXBZFUrCjZ1aYrtlEF3UdAp6tJgkKIgpwwCAAAAAJAvr9gvaoD14UDXjNOkjrc36B3jtbfoPW3RFqNrCV1V57Vze6XwlVOQ0JXTxs+3v/G0v/sTvgIAAAAAAE5pzaom6BLNr3IaYSXMqqpjVgVEi8IgAAAAAARUrjQYa0kwxCmDlASTFfQ0wahLg5WKgk5hS4NhThOkNAgAAAAAQO1xBq+c+mgP30GsHuopSeqkTkbPgeCVf5b1SPtbD8v+6RcCXbulfcf27gGCWB3hq3YbPiH1qRDEInwFAAAAAADCiHJWZYpZlX/MqoDoURgEAAAAAJ+sq9fueueqk6QDByf7BHyWBikIpiNoUdApbGnQb0kwCmGKgk6UBgEAAAAAyI9yO7eXC165lQtiVQtdfUezNVvfqXgfglf+7QpemSmEr5zvVwpiuYNXbl5BrGrhK8sqnsHx/x8AAAAAgPqT1qxqmq7VXF1S8T7MKvxjVgXEi8IgAAAAAJRRVBDMijKlQUqC6QhTEoxC2KJgkFMGoyoKAgAAAACA/LCsnzve+74u1yvGj9VHe2i7tge+ziuIRfDGPz/BK+ucyju3u8NX7o+5g1jVwldOGz4h9Vm4Rvb0yvNNd/jKeTt/HgAAAAAAqA/MqvKPWRWQHAqDAAAAAOAQqCT40prkTxmUpAGDZZ/BYCFNcRQFg5wyGOWJgtVKgxQFAQAAAACoH8Whq1IzNSBwEOtJPdrx9id1vMnT0jRdqzn2d42urUcmu7N7BbEqha/c99u+LvCS6rNw18Zo1qy1nkGscuEr930IYgEAAAAAUHuYVdUGZlVAOigMAgAAAKhroU8RTLA0SEkwXUmcJlitNBhlUdDJqzQYZ1Fwsf2T2B4bAAAAAAD4Vy105cVPEMsZvHL6g5YGCmLN2PBtde7cOcjTQwjWOQ9rs8rv3u7l/fZfGwJc4wxfFa3vCGL5CV8BAAAAAIDakvVZFSXBZDGrAsKhMAgAAACg7oQuCSaEgmA2JFEUdPIqDcZVFHSyF07SqEfPjXUNioIAAAAAAKRvqnWb4729jB7DK4hVLngV1Bz7u9q+fbuWLFkSyePBhxcdwasP+7vkfdf7O/pKDRV2bi8XvHIzDV+xczsAAAAAAPmUh1kVEsasCogEhUEAAAAANS/2gmCEpwxSEoTUVhq0v5PcetZX2n49PZpZaQmKggAAAAAApKs4eBWNmRqgE/TjwNd57dxO8Cpatv15WdYjle/0ovfu7D1elDZXCGK5w1dOXkEsv+GrKBDEAgAAAAAgH5hV1RdmVUA6KAwCAAAAqEmJnyJoWBqkIAinzYc53vlcvGsVSoJOD9x2h04ff25ka1AUBAAAAAAgPX6CV1P0T10VYOf2U3Rv0fubAz+rNn/QUj1u/5fh1fDDM4hVJnjl5hXEqhS+ctrRV9rryuDBK3v6IEmSNSPwpUUIYgEAAAAAkE3MquobsyogeRQGAQAAACBhlATzxT7UlrXCiu3xi0qCDlselbrHUBr0Kgo6hS0NUhIEAAAAACA9JruzVwpiuUNXbj3UQ5t9RrEIXSXPtj8v6+9mc60eL0r/rLB7u5d3DNYphK863rdtWVZ8szgAAAAAAJAcZlVwYlYFJIvCIAAAAABEpcwpgxQE8y/q0mC5kqBbVKXBaiVBN5PSIEVBAAAAAACS5RVUmaKFRo81Rf/UCj1S/Y4eygWxCF3lk/3nXW+/7fOad1zvr50xWIMq7NzuDl6VfDxkEIud2wEAAAAASB6zKsSBWRVgjsIgAAAAgJpkTx4k6+q1yS/80hq1jHxbjY2Nya+NWIUtDfotCbqFKQ0GLQqaoCgIAAAAAEAy4tjJ+jl1juRxeqiH/su+P5LHQrTsg+yqO7c7g1dOez4kvX1q+eveqfCYXkGsauErSfpXa7Qk6RSN0q+0uOr9yyGIBQAAAABAvJhVwQSzKiA5FAYBAAAA1KwkS4MtI4v3MGptbaU0COOSYBhRlQSrnTJIURAAAAAAgHiZhK6u0vlVd24vF7zqpFO0U78KtB7Bq3zwCmKVC165eQWx3vG57toZg3WkLb2j6mGoQvgqSgSxAAAAAACIDrMqRIVZFZAMCoMAAAAAalqcpUF3SdCN0mDt8XPKYBwlQT+nDMZxmqBXaZCiIAAAAAAA2eYVxPK7O7ufIBbBq3zpYfWSJHVXT21+6D2jx9jzIenFCru3eznSkX3aQ5ZnEKta8Crszu0AAAAAACB9zKrgxKwKSA6FQQAAAADwqVpB0AulwdrjVRpM4iRBr9JgHCVBtwduu0MaL3a4AgAAAAAgYbZtG+3cLrUFsb6oO4yu9QpiEbzKl0LwKqwVjuCV30c8sswIyRnECrJDO0EsAAAAAACygVkVTDGrAtJBYRAAAABAzQtzyqBJSRC1y5pb+HO0RpsvHZz4+lselXrcluCC43e9aVkWpUEAAAAAABIWKIh1+Jri95f/t/G6nXSKfmGfY3w9kucneNXj1Oo7t68oszv7JlUOYpULXzkFCV85mQSxmGMBAAAAABA9ZlXwi1lVMWZVSAOFQQAAAAB1wW9pMI6CIKcM5tuukmC6VrW0tL2xrCnehcaX/xClQQAAAAAAklc2iOUOXbn88vDP6IsBgliErvIp6A7tXkGscsErN68glp/wVRiErwAAAAAAyBZmVaiEWVUxZlVIE4VBAAAAAHWjXGkwiVMEKQ3mi5+SYI858Z8y2FESdGg5okVNcZQGKxQFAQAAAABA8mZZN3W8faVu1IzDTw78GJWCWISu6lePU3vqf1V59/ZyNkn6TMCc0+escyVJWwKsSfgKAAAAAIBsYVaFuDCrAuJBYRAAAABAzWvdtmtXq5aLJK0oLWEl8jwoDWaayUmCcZQGvUqCbpGVBg1KgpwyCAAAAABAfJzBq6j88vDPSMsH8/08JElbft0WhDpM0p9PCnbttgceaH/rdF/3L4SvCrqrZ8UgVtDglUT4CgAAAACAODGrQtyYVQHxoTAIAAAAoOY4C4JAJSYlQbcoSoN+SoJuoUqDIU8TpDQIAAAAAEB0/Aavrly+JNjO7cuL5xV8P1+bNtub1MPqVfE+heCV22G/rh7E2hW82uWxBx/Qif9WPojlDl85eQWxCF8BAAAAAJAdzKoQBrMqIDsoDAIAAACoCYFKgoc2pXbKINIXRUnQzaQ0aFISDCVkSdCNwS0AAAAAAObi2J1dUknwyo3v52uTVxCrXPDKzSuI5RW8cvMKYlUKXzl1V089oDt83bcc/iwDAAAAABAdZlWIErMqIBsoDAIAAADIpdCnCCZYGmxsbExkHZQXR0nQzU9pMOqSoK9TBiMuCgIAAAAAgPR47txeJXjlRnilNm22N8n6jdnM9LBfSy3vVQ9euT324AO66vT/CnTNYvsnkiTLuiPwem78WQYAAAAAIF3MqlAOsyogfRQGAQAAAORG6JKgW4ylQUqC2ZBEUdDJqzQY90mCnqVBSoIAAAAAAGTadPtbxju3X7l8iWbo2xE/I9Qr+0dtv7aeFfDC+fPb3/iIr7sXwlcd69q2LCvieS8AAAAAADDCrApZwawKiA6FQQAAAACZFXlBMEYUBFHQY84atXzh7UTXbDmiRU1NVU4ajBC7YQEAAAAAEF6QINaM+z9UfMPoGJ4Qcs/+F9v3zu2F8FVB492nq/WsKju3dwSvdpny6b/pqqfKB7Hc4aui50AQCwAAAACAzGBWhagxqwLSRWEQAAAAQKYkXhIMccogJUG4rWw/XfD9L8R7qqBT0/IvJ7IOJUEAAAAAAKJXLohVErpyu3+xNHqU73X4vh5SafDKzTOI5RG8cvMKYlUKX0kKHb7izzQAAAAAANFjVoUkMasC4kVhEAAAAAB8lgYpCOaPPW2QrLlrY12jUBJ06tbUpPdb4isNepYEbx8gjXsl8rUYaAEAAAAAEC3r9pXFN9x2vNT7+eAPVCGIxffz9ctr5/Zq4SunxrtPV+v/fTrwulM+/Tc1XvKU9KXKf/YIXwEAAAAAkC3MqhAnZlVAeigMAgAAAIBUtjRISTD/4igNepUE3eIoDVY9TTCi0iDDLAAAAAAAolMSuorS/Ys1ZfQ7arbHx7cGcsOynmx/6wnZXx4R+PrWYZe1vbF0aaDrGi95atc7v7A8g1iErwAAAAAAyAZmVUgKsyogXRQGAQAAAGRKYxdbrdvCfUNu7NAmNT0s2V/kG3p481MUjFrVkqBbiNIgwywAAAAAAMIzCl1tHBpo5/Ypo98pen+qdRtBrDq1K3hlriN8VXD88VWDWEXBKzdHEIvwFQAAAAAA6WJWhSQxqwKyg8IgAAAAgMxJujTY9HDx+9YvLUqDNSbMKYNhSoJhThkMXBQ0xCALAAAAAIB8cAev3Ahi1Q8/wSvrPyrv3F4SvHLzCGJVDF651yd8BQAAAABATWNWhQJmVUA2URgEAAAAkElxlgbdBUHUhyClwShPEgxSGoysJOjjlEEGWQAAAAAAZIzHzu3VglduBLFql8nu7F5BrKrhK6fjj1fj0bMDrxsFy7KYXwEAAAAAkCZmVaiAWRWQfRQGAQAAANSFoCVBThmsT1EWBYOI5TRBj9IggysAAAAAAOJnjxsu6/aVZhdvHKop45+O9gmhrln/8YRaLns0+IWnndb26z+ChbCsU4MvVfaxCGIBAAAAABAasypkCbMqIDkUBgEAAABkVphTBqM4RZDSYO3xOmUwiZKg1ymDsZQE3W4fIPtrL8e/DgAAAAAAKBIoiGUf77rhqqifDurQu//YtVv7X38YYKf2QviqXWu/FjX+o6niJVEGrwAAAAAAQPSYVSFtzKqA5FEYBAAAAJBpQUqDUZQEUbusmbuKgiuvSP4kwW5NTRp++4DE1qMoCAAAAABAusoGsUpCV8WuWjhFU873H8RqtscHfGbII9s+Tpb1ZMX7OINXTh/9xuzKQSxX8MrNK4hF8AoAAAAAgHxhVoUoMasCso/CIAAAAIDMK1caTKIgyCmD+eYsCaap43TBmE8VpCQIAAAAAEC22OOGy7ptn8DXVQpiEbqqX15BrHLBKzfPIFaV8JVTa78WNTVV3r09SrbNTBYAAAAAgKgxq0KUmFUB2UZhEAAAAEBmWWtcJcFVKT0PSoO54qckOPyKNbGfMthREnRoOfw/1BRDaZCiIAAAAAAAteeqhVOk8x+XbR+W9lNBBljWrlnpu/8we4yPfmO2/rqudGZV1bJlZgsaIHwFAAAAAEA2MauCE7MqIPsoDAIAAADIjJKCIOCTyUmCcZQGvUqCblGVBikJAgAAAACQD/b4N/3v3H7+4yU3WdafCWLVKWfwymn3fsGDWA392t8IksFyha9abrtNTeOjPzWA4BUAAAAAAMlhVgVTzKqAfKEwCAAAACBVgUqChyi1UwaRPSYlQbcoSoN+SoJuYUqDFAUBAAAAAMifskEsj9CVF4JY9aNc8MrNTxCrI3jlcEhTk1ZVmmdV2aE9yiAW4SsAAAAAANLBrAp+MasC8ovCIAAAAIBEhT5FMMHSoP1FhgBZE0VJ0M2kNGhSEgyDkiAAAAAAAPll3Xlc2xtdDpHOucn8cQhi1TS/4SsnryCWV/DKzTOIVSV85RQmiEXwCgAAAACAdDGrgh/MqoD8ozAIAAAAIHahS4JuMZYGKQlmTxwlQTc/pcGoS4J+ThmkKAgAAAAAQD51BK+AmO3eT9pscN0hTU1addttga9rGn+CwWqErwAAAAAASBOzKiSFWRWQHRQGAQAAAEQu8oJgjCgIZlcSRUEnr9Jg3CcJepUGKQkCAAAAAJBPvoJXP/1W4J3b2akdXp7e7ninc7Br/2qwXmn4ao2kyhtwSYSvAAAAAABIC7MqJIlZFZA9FAYBAAAARCLxkmCIUwYpCaKc4VesUcu/vp3omi2H/4caGxsTXRMAAAAAAEQjrt3ZCV7VH9u2ZVmVZ6xFwSuHP2+XDqsSxPIKXjWMH68dFXZuN92hXSJ8BQAAAABAGphVISrMqoD8ozAIAAAAwIi1+LriG45K4Un4LA1SEEQ1SZcECygKAgAAAABQh8rs3E7wCl5BrHLBKzevIJaf3dm9glj+w1elO7cTvgIAAAAAIGeYVaEMZlVAvlEYBAAAAOBLSUEwK8qUBikJ5p99+SBZM9fG9viUBAEAAAAAQGp++i3pt3fIvnNQ2s8EGXGRNVOSNElX6IztVxg9xp+3S12r7N7upWH8eB2pNUZrSmtk2/w5BgAAAAAg15hVwYVZFZB/FAYBAAAAeApcEHz2WumoS+J5MtUcItmDKQjWoqhLg2mVBCWKggAAAAAA1CJ77JOy7jzO351/e0fJTdbYtQSx6lwhfBXWMT9u+3VZwOt2tLS0vdEU7DqCVwAAAAAAZA+zKoTFrAqoHRQGAQAAAEiK6ATBhEuDlATrQ9jSICVBAAAAAAAQp7JBLI/QlReCWPWnWvDq3s7+d24vhK8KjlggLZtQ+ZqO4JVDS8vbamras+J1BK8AAAAAAMg+ZlUIilkVUJsoDAIAAAB1KpKCoJcYS4MUBOFXmiVBiaIgAAAAAAD1wvpsYZOjO6T+IR6HIFZdiHqH9nK8glhewSs3ryAWwSsAAAAAAPKDWRWCYFYF1DYKgwAAAECdiK0gGDNKgpD8nTJISRAAAAAAACRhV/AK8MckfOW1c3u18JXTEQuk1sbqwSu3lpa3mXMBAAAAAJAjzKoQFLMqoD5QGAQAAABqlNVquW65NrnFQ5wySEEQ5XiVBtMuCUoUBQEAAAAAqAe+glevKvDO7ezUjkru7XyFrl9wReDrTMJXEnMuAAAAAADyglkV0sCsCsgXCoMAAABAjSgtCKYsQGmQkiCqWb617c/3sinSByvNhkhRYiAFAAAAAEDtM9qd3UcQi+AVqrnijSt2vfMf/q8jfAUAAAAAQO1iVoW0MKsC8onCIAAAAJBjgUqCgy6R1iZ4yqBUtjRIQRB+FEqCWcEwCgAAAACA2jbX+mHxDSd8weyBPIJYBK/q2/X25brImlnxPkXBK4cNX5b6VAhimQavJOZdAAAAAABkGbMqxIVZFVAfKAwCAAAAORL6FMGUSoP2qO8muyZyy09JcLfhTYmdMsggCgAAAACA2lUSuorSq1Lz7x7VFHtCfGsgV7yCWOWCV25eQSzCVwAAAAAA1BZmVUgSsyqg9lEYBAAAADIudEkwJZQE4ZfJSYJxlgYZQgEAAAAAUJuChq7m/O5hXRpg5/bm3z1acttV1gKCWJB1R/sc6yen6J1TjjZ6jA1flv72MsErAAAAAABqBbMqpIVZFVAfKAwCAAAAGRN7QTDGUwYpCcIvk5JgnBhCAQAAAABQeyzrkaL35xg8RqUgllfoygtBrPrUEbxy2eNXzwQOYq3fr/2NgBksZl4AAAAAAGQHsyqkiVkVUH9iKQw2Nzdr2rRpmjhxoubPny9Jev311zV58mQ98sgjeuedd3Tcccfpxhtv1JAhQ8o+znPPPacZM2aotbVVL730kq6//npNmjSp5H7/+Mc/NHnyZP3617/Wli1bdPDBB+v222/nLxQAAADkRuKnCEZUGqQgiCCiLgmGPWWQ7xkBAAAAAKg97uBVFOb87mF1UqfIHxe1p1zwys1PEKsjeOXQq6lJm1oqr8HMCwAAAACA7GBWhTQxqwLqW+SFwWeeeUY/+tGPdNhhh3XcZtu2TjvtNHXu3FkPPfSQevfurXnz5mnkyJFatWqVevbs6flYmzdv1qBBgzRq1ChddNFFnvd5++23deyxx+qEE07Qr3/9a+23335as2aN9thjj6h/awAAAEBkrMX3FN8wKJ3nYYKSIIKI+yTBoKVBhlAAAAAAANQev8GrSzVYc7TG9+NeqsEdbzfrxcDPC/XDb/jKySuI5RW8cvMKYjHzAgAAAAAgO5hVIW3MqgBIERcGN23apLPOOksLFy7U7NmzO25fvXq1nn76aa1cuVLDhg2TJN1yyy3ab7/9tGjRIo0fP97z8Y4++mgdfXTbXzpTpkzxvM/VV1+tAQMG6Cc/+UnHbQcddFBEvyMAAAAgOiUlwbT5PGWQgiCCirskGBRDKAAAAAAAak8cu7NLxcErp6n6cOAg1hR7QhRPCTVsj189o+fPq7x7u5deTU36qG3H8IwAAAAAAIAJZlWoBcyqgNoSaWHwggsu0CmnnKKRI0cWFQa3bt0qSerWrVvHbQ0NDerSpYueeuqpsoVBP37xi1/oC1/4gkaNGqUnnnhC/fr10ze/+U2df/75Za/ZunVrx3OSpI0bNxqvDwAAAJQTqCC49m5p0FnxPZlyypQGKQkiT7xOGaQkCAAAAABAbbF6rI3kcbx2bi8XvHLzE8QieAU/7FW7gld/DXgt4SsAAAAAANLHrAq1hFkVUJsiKwzee++9evbZZ/XMM8+UfGzo0KE68MADNXXqVC1YsEA9e/bUvHnztH79eq1bty7UumvXrtUPf/hDXXzxxZo2bZr++Mc/6sILL1TXrl01duxYz2uam5s1c+bMUOsCAAAAXkKdIphiadBu5Bt35Ntuw5t0eFf+HAMAAAAAUCuqhq66f0Ta8jejx/YbuvLiFcQieAX73CZZd7RUvs8q793ZP3qJ9NfSPd2K70PwCgAAAACAVDGrQp4wqwIgRVQYfOWVVzRx4kQ98sgjRacIFnTu3FkPPvigxo0bp7322ksNDQ0aOXKkTjrppNBr79y5U01NTZo7d64k6cgjj9Rzzz2nH/7wh2ULg1OnTtXFF1/c8f7GjRs1YMCA0M8FAAAA9SdUQdBLgqVBSoKIy+FdbS3faiW6HgAAAAAAyDejXdkDBLFO1OtF7z+m/YOv126qPizb/rzx9ahNXkGscsErN68gFsErAAAAAADSw6wKecesCkAkhcHW1la98cYbamxs7Lhtx44devLJJ3XTTTdp69atamxs1LJly7RhwwZt27ZN++67r4455hg1NTWFWrtv37465JBDim772Mc+pgcffLDsNV27dlXXrl1DrQsAAID6FXlJ0C3G0iAlQSQl7tIgJUEAAP4/e/ceJ1dd34//PblfSDYEwtVACPAFBRGapALaHyIBsUClRRRFIlSJrSAgqIiKVSnESuSLXxUEteA1KFpFlFpQgZYCQgJBBMUIVa4JFUgiEJIQzu+PZDazszO755w5c9nZ5/PxyMPd2TmXpByGvPt6fT4AAENbqXRH3xfGb53vRHWCWNWhq1o/zxLEErpiIDe/tHEOdtO8iIM+nO8ce3wwIj5j5gUAAADtYFZFNzGrAiIKKgwecsghce+99/Z57aSTToo999wzzj777Bg5cmTv6z09PRERsWzZsli8eHGcd955DV37Na95TTzwwAN9Xvvd734XO++8c0PnBQCASk0vCTaJgiDtVHRpUEkQAAAAhq5+oasijd8tDlnz35kPGyiIJXTFYMrBq4YJXgEAAEDLmVXRbcyqgGqFFAYnTZoUe++9d5/XJk6cGFtttVXv61dffXVMmzYtdtppp7j33nvj9NNPj6OPPjoOO2zzh9e8efNixx13jAULFkRExLp16+L+++/v/fqxxx6LpUuXxhZbbBG77bZbRES8//3vjwMPPDAuuOCCeMtb3hJ33HFHXH755XH55ZcX8VsDAGCYKl3wUN8Xdm/xDTSwy6CSIN1ESRAAAACGpsyhqzV/yrxy+xlrvtH79b0xM9v1NjkkVsTPkhNyHcvwkyZ4dfOnU6zcLngFAAAALWVWRTcyqwIGUkhhMI0nnngizjzzzFixYkVsv/32MW/evDj33HP7vOfhhx+OESNG9H7/+OOPx3777df7/cKFC2PhwoVx0EEHxU033RQREXPmzIkf/OAHcc4558SnPvWp2GWXXeLiiy+O44/PF64GAGB46lcQ7AQpS4MKgnSyPLsMKgkCAADA0FMq/VvVKy9rynUqg1eVXhkPZQpiCV6RVp7V2WsGsQSvAAAAoGXMquhWZlVAWk0rDJYLfWWnnXZanHbaaZmOmTFjRiTJ4P8iOvLII+PII4/MeosAAAxzmUqCy/aP2P325t1MPXVKg0qCDCVpSoNKggAAADD09A9eNajOyu31gldZCV6RVmnrzbPjm57Md46bPx1x0AgzLwAAAGgVsyq6lVkVkEfLdhgEAIB2a3gXwTaWBtfMOj7GzfQXdoauWqVBJUEAAAAYetIHrx6NXCu3r/lTnBH/nv24qL1yu+AVaVUGrxolfAUAAACtYVZFtzKrAhqlMAgAQFdruCTYRmtm9d1Z8IWHSkqDDGkKggAAADA0Fb46e5WPxH9WvTIxno/ncp3rlfFQ/N/knxq/KYaFNMGr123zYNz05K6pzid8BQAAAM1nVkW3MqsCiqQwCABAV2l6QbCJuwxWFwRraVlp8Ed9d4KLvzE8AAAAABgu5pVOrXrl9TnPVHvl9v6hq/4mZAhiCV2RRZGrs0cIXgEAAECzmVXRzcyqgGZRGAQAYMhr+S6CBZYG05QEW6a6JFj9M6VBAAAAgK7UP3RVpEfjI5FvflcviCV0RavVWrld+AoAAACaw6wKBmZWBaShMAgAwJBU+kNlue3Btt1HVkUUBAvdZXCgkmCt9yoNAgAAAAx5WUNXJ8Qv4hsZV24/P1b0fp1u7fXaJsTEOD/5QANngGK8bpsHI/nTzHbfBgAAAHQdsyrIzqwKGIzCIAAAQ0bfkmCbZdhlsBm7CDZUGsxSEmyxF+/vf2+jXqGkCAAAANCoUmnz3OWEOCXz8WmCWJXBq0oTY2I8lzGKJXhFsyR/mhmlrdPvJCB4BQAAAMUzq4KNzKqAZlEYBACgo6UqCb5914hvt2GXwTqlwWYUBBtWVEmwCbsM1ioJVv+8VaXBm1/qfy8HjVBYBAAAAIamyuBVEWoFseoFr6qlCWIJXtEpBK8AAACgeGZVkI9ZFZCHwiAAAB0n106CbSwNrjlu19ZfN1LsMtisnQQbLA0OVhCsd0yzSoO1SoLVP1caBAAAAIaKNMGrb8QXc63cHrExiLVn7JXr2FpBLMEr2qHWyu2CVwAAAFA8syoYnFkV0Awj2n0DAAAQsbEkWP41FPzuo7v2/mqnFx6q+vP6UWnzrw7y4v2l3l+NnKMoN79U6v3VKUrfKvX5BUBxFixYEKVSKc4444ze11asWBEnnnhi7LDDDjFhwoQ4/PDDY9myZQOe57777otjjjkmZsyYEaVSKS6++OKa73vsscfiHe94R2y11VYxYcKE2HfffWPJkiUF/o4AAKCvUqnU+yutb8QXU7/3FfHKPr8aMTEmxvnJB3p/Qbskf5rZ5xdAq5hVAQDQ7cyqIDuzKqBodhgEAKBtCi8HNnmXwXrlwEd2jZjehs0Ne7WjHDjILoNFlvuK0kg5sFm7DA5UDCx9qxTJ8XY2BGjUnXfeGZdffnnss88+va8lSRJHH310jB49Oq655pqYPHlyXHTRRTF37ty4//77Y+LEiTXP9fzzz8fMmTPj2GOPjfe///013/PMM8/Ea17zmjj44IPj3//932ObbbaJBx98MKZMmdKM3x4AAMNQlqDVYOqt3j5Y0GpEjIiX4qXU1/lI8o+Z7w0AupFZFQAA3casCgA6k8IgAAAt1fQdBAsuDabdQbDtpcF2qCoNtqIk+OL9pRj1ivQluk7aQbAsy+6BSoMAjXn22Wfj+OOPjy9/+cvxz//8z72vL1u2LG6//fb49a9/HXvttVdERFxyySWxzTbbxKJFi+Ld7353zfPNmTMn5syZExERH/7wh2u+51/+5V9i+vTpccUVV/S+NmPGjIJ+RwAADEdFhq5q+UZ8MRbElzIfN1AQS+gKAPozqwIAoBuYVQHA0KAwCABA0zW9JFitwdJg2pJgtVaWBu97ZnHv17NidmsuWkM7dhIcrDTYrJJgI7sMZikJ1jpWaRAgn1NOOSWOOOKImDt3bp8Q1tq1ayMiYty4cb2vjRw5MsaMGRO33HJL3RBWGj/60Y/iDW94Qxx77LFx8803x4477hjvfe974+STT657zNq1a3vvKSJi9erVERGxfv36WL9+fe57gU5S/mfZP9PQXJ41aL5WPGc9PT19vh8/fnzTrlU2IvLNLkbEyHj/qpP6ve7fQzTKZxo0n+csnSL/fIb6rAoAgOGp2QXBIo2IEfHh5D3tvg0A6AgKgwAAFK70la37vjC3PfeRRd6SYLVmlgYrS4KVluy4OGY91r7SYDtUlwZbtZNgltJgIyVBABp31VVXxV133RV33nlnv5/tueeesfPOO8c555wTl112WUycODEuuuiiWL58eTzxxBMNXfehhx6KSy+9NM4888z4yEc+EnfccUecdtppMXbs2Jg3b17NYxYsWBCf/OQn+71+/fXXx4QJExq6H+g0N9xwQ7tvAYYFzxo0XzOfs0WLFjXt3M1w3XXXtfsW6GI+06D5PGcDe/755ws5TzfMqgAAGD7aXRI8J/4h0y6DSoIA0J/CIAAAhehXEmy3FLsMFlUSbJZ6BcFaWlkaXPLlI3u/ftW//Lgl16ylVSXBLJpVErTLIEA2jzzySJx++ulx/fXX91mZvWz06NHx/e9/P971rnfF1KlTY+TIkTF37tx44xvf2PC1X3rppZg9e3ZccMEFERGx3377xX333ReXXnpp3RDWOeecE2eeeWbv96tXr47p06fHYYcdFpMnT274nqATrF+/Pm644YY49NBDY/To0e2+HehanjVoviKfs+qdBNvtE3HxgD+vtZMgNIvPNGg+z1k6Reyu1y2zKgAAulu7S4JZKQkCwMAUBgEAyCVTQfBnW0XMfap5N1NPjdJgK0qCjewymKUkWK2ZpcHKkmCle84+sq2lwXao3mWwVTsJKg0CpLdkyZJ48sknY9asWb2vbdiwIf7zP/8zvvCFL8TatWtj1qxZsXTp0li1alWsW7cupk2bFq9+9atj9uzGPku33377eMUrXtHntZe//OXx/e9/v+4xY8eOjbFjx/Z7ffTo0QJ7dB3/XENreNag+fI+Z80KXiVJxawi5zXOjvf0W7ld8Ip285kGzec5G1gRfzbdMqsCAKD7dPKsqtYug2ZVAJCewiAAAKk1tItgG0uDv9ul9ZdNWxpspCDYTPUKgrW0sjR4z5rKP6/W7KhYS6tKgrWuqzQIMLhDDjkk7r333j6vnXTSSbHnnnvG2WefHSNHjux9vbyry7Jly2Lx4sVx3nnnNXTt17zmNfHAAw/0ee13v/td7Lzzzg2dFwCAoasVwavq1xsJYu0f34jbknc0cmsAQAWzKgAAOslQm1XVOy8AMDCFQQAA6mqoIFhLC0uDi59qf7GsXmmwmSXBRnYZzFISrNbM0mDfkuBmW9y9OJ7dr32lQQA616RJk2Lvvffu89rEiRNjq6226n396quvjmnTpsVOO+0U9957b5x++ulx9NFHx2GHHdZ7zLx582LHHXeMBQsWRETEunXr4v777+/9+rHHHoulS5fGFltsEbvttltERLz//e+PAw88MC644IJ4y1veEnfccUdcfvnlcfnll7fitw4AQAdoVugqon7wqtb70t7H/vGNfq8dUPqm0iAAFMSsCgCAdhpqsyoFQQAohsIgAAB9FF4SrNbE0mDfkuBmqxcvjsmz21caXL24tbsIpi0NNlIQbKZ6BcFaWlka3OLu9pdQASjOE088EWeeeWasWLEitt9++5g3b16ce+65fd7z8MMPx4gRI3q/f/zxx2O//fbr/X7hwoWxcOHCOOigg+Kmm26KiIg5c+bED37wgzjnnHPiU5/6VOyyyy5x8cUXx/HHH9+S3xcAAK3XzNBVRP6QVL0gVq2CYC1KgwDQOmZVAAAUZajNqhQEAaA5SolP2Vi9enX09PTEqlWrYvLkye2+HQCAlmt6SbBaQYXBegXBelpZGmx1SbCWWqXBZpcE8+4ymKUkWEuzSoN9S4J9zf5t6/55So4f9n9tA4YRcxp/BnSn9evXx3XXXRd//dd/HaNHj2737UDX8qxB85Wfs7e97W2xZs2apl2n0f8XbmX4Km1BsB6lQdrBZxo0n+csHXMafwYAAJ2u2QXBCKU+AOgUWeY0dhgEAKD1GthlMGtJsFKzdxrshJJgpSU7Lo74xCdaes17zj4yVWmw0YJgswxUEKy2eM/FTS0NKgkCAABA5/hU6fMRETFifCleuWh6U65RZEmQ9Kr/3ATgAAAAgE5XnlU1kxlJe5hVAVAUhUEAANojZWmwkYJgLUWXBjutJBgRMaLi9/fSkc3dUbCWeqXBZpYEt7h7ce5dBrOUBKsVXRpUEgQAAIDOMRSCV2lKgrfHCQ3vMthtBvpzK5VKmf7v8vpS3/nbL5LBF9MCAAAAyGoozKrIx6wKgGZQGAQAIJJ3/ylKX9m69ReuUxosuiRYtE4vCfZ5/cc/bltpsNW7G6YtDTZSEGwGJUEAAADoHEMheJVnJ8EspcHbkndkPv9QkOXPbbAgVnXwqvpnaYNYVowHAAAABpJmVvXJ+H/xT3Fa7muYR7SHWRUAzaYwCABARLS3NLh4v/9o6SXz7DI4lEqC/d7XytJgi0uC1eqVBptZEsyzy6CSIAAAAHSOPCXBj8Rn4tx4X6r3dkqwpl5psNMKgkUGk/KUKyuPrbz2QMGrrOdNe00AAABg+Mkzq8pSGjR7yMasyj8vAEOVwiAAAG3R6pJgtTSlwaFcEmypNpcEq7VjB8E0pUElQQAAAOgMnyh9rs/3I2JErvPUC2J1cojm9jghYvyDkTw/s9230keRwaTS5x4q4pYiIn/wqnrl9iJXjAcAAAC6y3CbVZUm9J/dmFWlY1YFQBYKgwAA9Gr2LoPtLglWq1Ua7NaSYOG7DHZYSbAT1CoNKgkCAABA+1WHror0yfh/8fEk3U6DRUmSJPtq5OMf7PNtacJDqYNYpdKtVdc/MNu16563uGBSkcGrohS5YjwAAADQPbptVpVGrZJg9c/NqprLrApg+FEYBACgj6JLg51WEqzWiQXBiObsJNhwaVBJcFCL91wcs2bNavdtAAAAwLCWNXT1UryUeeX2s1e9J0aPHp3pmLJa4ZymBG6qSoJZVAevqn+WN4hVZDApVfDq4gcjztg124W+e/Hmr99yQ7ZjAQAAAKq0YlbVSEmwWbOqwUqCmc5lVrWRWRUAGSgMAgDQT6OlwU4vCXaqZpQEG6YkmIqSIAAAAAxtaYJYH0/eF+vXr4/rrrsu8/kHCx9lXaW77i6DGUqC1Su3DxS86ndsyiBW6bxiV1PPtTp7miBWZfCqwo3fPTQOzhDEuvHyivPM/0nq42r5eOn/xqeS96d+f/U/D1Z9BwAAgKEr7awqr6JnVb3HNVASNKuqYFYFQAEUBgEAKISSYD6tLgmm2mVQSTAVJUEAAADoLrWCWM0MXuU659ULN3/z3Qsj3vl3jZ0vQ/Cq1rHVQaxBQ1efejDi4xlXUS9CrSBWneBVVn2CV5UuXxYxf/dM5zo3Lurz/WBBrIH+Gcsb7AMAAAA6w5CbVUVEhFlVKmZVALSAwiAAADWl2WVQSTCfF1+1uSQ4pg3Xr1kaVBIclIIgAAAADA2fSE6PT5Q+l+vYl+KlGBWj4mPJKbmObyR4VSs00z901VlyrcqeJYj1m+oXdo34j/S7KPZx8YMRO1yb+bBaK7fXDV5VSxHEqg5eVasOYmX5Z0wQCwAAANrPrKp1zKoGYVYFMKwoDAIAUFet0qCSYD6VJcFK69ZHjBnd4puJTaXBxYtbf+EhRkkQAAAAut+oGv8v038ufTF1EKvI1dkzh66+9m+Zdxl84/ObA1D/XvrvbNcrSr0gVr/QVQ1vSB/E6jm97zVWXX1xquOq3fjdQyNWHpHr2FpBrMGCV9WKDvcBAAAAncusqg3MqjKdwqwKYGhQGAQAoKYlS5ZEhIJgI+qVBKu1sjT48or51H3PtOaaQ4mCIAAAAHSHgVZurxW6yqqnpyfWrFnT8HkKkSKIVRm86vN68prMQazkW6/p/br0YM4V1CM2BrGOTbl6e7U6Qazq0FW/nx97Rvog1owzql44I2LpsnTHVrt8WZw7P/uK8QAAAEB3aPasqsiSYMPMqnqZVQHQTgqDAAD0KpcEyS9tSbCVXl5nFrbXlrPjvmfsMqgkCAAAAN1lQmmL3q8/Ev+S+zzVK7eXSqUYP358LFq0qKH7q/aeigW1L7s650lqBLHqBa+qpQliVQav+ry+666Zg1grKlZr3/bYTIf29YZdo2fP7IfVDWL1C13VsO/u6YNYEz9V9cJ+6Y7b5Lzvbrv5m7dkOhQAAADoIM2cVTWDWVVOZlUAdBiFQQCAYU5JsHFFlASL3mWwXkmwWqtLg2Nnb/6zWru4PWVFBUEAAADoPpXBqyK1InjV5/VjPxiXXX1hvpN+7d/ijcd+MNehtYJY9YJX1dIEsSqDV31ef3nEtr9Jd4+917tu89dTcoSwIjYFse7Md2zdIFa/0FVf533r7jj3+IGDWH2CV5W++62Itxyf9g4jIiJJ6vxDBgAAADSdWVWYVWVgVgVAMygMAgAMQ0qCjWvGToKNlgbTlgSrNbs0WFkSrH69laVBRUEAAADoLmmCVxfE2Q2t3F6kesGrfu/LEMR66C19Q1enNJC7eWPymrju2/mOrRXEqhe8ynX+62q/vvKiiClnpj/PyorzlKY1cEP77h6x7ITMh9UKYtUNXlVLEcQSvAIAAID2MasyqzKr6susCqC9FAYBAIYJJcHGNaMk2Ki8JcFqRZcG65UEa72vmaVBJUEAAADoLnlWZ88axDo35mS+Rj1pg1f9jqsTxKoOXVX7Yil7EOuLlQvTfyvbsZWSXXeNJ7MtLB4R9Vdurxe8ymplnfMk/5s9iLVmq81fj6+xcHsa533r7ojRh+c7uEYQS/AKAAAA2sesyqwqK7MqAFpFYRAAoIspCTau1SXBNLsMFlUSLFrakmCt44osDSoJAgAAAFnVD179MiJenelcT1d8fU7eG4qNQayzS4O/r1qaINYX65z3f46P2CVjEGtNjuBVtRUvj9jms/mOrbVye73gVbU0QazK4FWf1/f/Roy/Pf3K7Y8e+Y3er1/2HzlDWBER3/1WJMe+Pf/xAAAAQMczq9rIrKo/syoA0lIYBABoQOnKvgWp5MTm7ZSWlpJg4x6dtfn/rtu92Prr1yoNtqIkmGeXwbwlwaIpCQIAAAADqbVye/rV2QcPYj1d5/UFpYhzMi6q/Y85glfVagWx6gWvqqUJYtULXk2KiD+nu0xERGRcNL2ulRdFxJ75jq0VxKoXvMqqMnjV5/U3HB8v+49saTfBKwAAAOgeZlVmVfWYVQFQFIVBAICMqkuC1T9rR2lQSbBxlSXBSstHta80+KqHW3/dNKXBZpQE8+wyqCQIAAAAw8/zybMxobRFrmMviLNjTfwi55X7B7HqBa+qpQli1QterY6IySmvUy1t6KqWWkGsIlZnj6gfvErOiihlXLk9OWvz16Wf5L6lSP434oUcIa5aK7fXC15VSxPEErwCAACAzmZWlZ5ZVYbzmFUBUACFQQCAFAYqCdZ6bytKg0qCjatXEqzW6tLg/t/bOD1a85cZp04FqVUabMVOgmlKg0qCAAAAQJYg1prvnNn3hbc2cuVfxh/jdXFrRPwx45G1glhpV2fPEsSqDk79TwPBqf85PmK7HMfVWrk97ersaYJYlcGrPq8fkT2I9ZsjNn+9y4PZji1bs/834qmt8x1bK4gleAUAAABDSztnVU8PstNgPWZV6ZhVmVUBDGUKgwAAdWQpCbaKkmDj0pYEqzW7NFguCVYaf8dZbS0N/n7X1l+3VmlQSRAAAACoVi+I1S90Ve07P45465GZrvWzpCJ4NWF8pmMrLShFPJzz2HpBrOrQVa2fZw1iTb9v89fr98p2bNmkiBiX79CaQax6wat+x6YIYlUGryr9z67Zgli/qZidbbMq/XHVHn3D8bHj5EGW9QcAAAA6WttmVQ3s2mdWlY5ZFQBDlcIgAECFokqCRe8yqCjYmLwlwWpFlwZrlQSrtbo0OG5m5cCngaliA8bOnh17JwZPAAAAQG2lKzfNLK6IiAnnZj9BiiBWn+BVhXtWRcR12S73WLa317U6Il41SOiqljRBrMrgVaXR92ULYiX/U3nh9Mf1O0/K0FXNY2sEseoFr7L6TZ0Ftp7syR7EErwCAACA7tDOWdVdScRfZIz3mFVlZ1YFwFCkMAgADHvN2kmw0dKgkmBjiioJFi1NSbBas0uDfUuCm+2dJPHrUutKg0qCAAAAQD29waui1Ahi1Qte5VEveDUyIjZkPNdulUu9/1e++6kVxKoXvMqqT/Cqwpr/iRifMYhV+k7Fed/awD0dEfHbHMfVWrm9XvCqWpogluAVAAAAdIdOmlWlKQ2aVZlV1WJWBdDdFAYBgGGpWSXBWtfJWhpUFMyvFSXBPLsM5ikJViu6NFivJFit2aVBJUEAAACgnlTBq+fPy7dye0TEd34cP3vLebkOvWdVxKwxfV9Luzp7miBWn+BVhef+KmJiA0GsF/fNflytldvrBa+qpQliVQavql/PGsT632xvr+l/do14IeextYJYglcAAADQHTp5VlWrNGhW1Z9ZlVkVwHCiMAgADCutKgpmpSSYXzt2EkxTGiyiJFi0tCXBakWXBpUEAQAAgHpyrc6eMYj1m7duDl499pbslyu7K4nYNufIpFYQq17wqlqWIFZpQt/v16c7rJ/R90WsmzD4+2qpFcSqF7yqliaIVS94tVVEPJXuMhER8fzPftbn+xFz52Y4erMneyL2M/8CAACArmBWNTizqr7MqgDoFAqDAEDXa3cZb6BdBtt9b0PZuZuKgu9p0/VrlQabXRLMs8tg3pJg0ZQEAQAAgHpKy4pbqKieyuBVpR1LEY/lGFtM74kYuSb/6t4RG4NYu6QMXlWrF8SqDl1VG/27iPX/J901Rv9yz/7XPfi36Q6usuZ/IibckevQmkGsIlZnj+gfvKr00s9+ljqIJXQFAAAA3WOozap2rrhds6p0zKoAGA4UBgGArtVJZbzK0mAn3ddQc26N3QQvi/aWBo++qrU7CaYpDTajJJhnl0ElQQAAAKCewoNXNVZurxe8qpYmiFUOXm0YH/HbRZtfHxfZg1irKhehejzjwRWe+6uILXKMGusFsWqFrqpNvHHP1EGsidV/MPtEJL9KdWg/pe9EPDnI6u211Fq5faDgVbV6QSyhKwAAAOguQ3VWVc2saoD3mlUBMMwoDAIAXWegQt7iV14Ws+9tT71MUTCfWiXBaq0uDR592YObv+m5pIVX3qhWabAVOwmmKQ0qCQIAAAD1pApevSYi/jvnBZ4/L35zUr5DawWx6gWvqqUJYvUJXlVYukPEvhmDWFv8x282f7P1y7MdvMno30XEM4OHrmqpF8TqF7qqoZQhiFUa3/f7FekO62eriHgkQ/Cq2ks/+1nMOuSQ3McDAAAAncmsqj+zqgHea1YFwBCjMAgAdIUsZbx2lgZJJ01JsFqzS4N9SoKVVr23baXB5LiFLb9urdKgkiAAAABQT67V2TMEsRa/cnHVK9nnSmU7lvL/P09rBbHqBa+qpQli9QleVfrTb7IFsd5XMeP61BHpj6sy8cY9Iw5It3p7tXpBrOrQVbVtfxSx4m/SXWPb7/RdwT+eujkWb3VQuoM3EbwCAACA7mNWNTizqk2vm1UBMMQpDAIAQ9pQ2LVv8Ssva/ctDAl5SoLVii4N1i0JVmthabAdJcFqCoIAAADAQB5bnSN4Va1OEKt/6Kqv5xYvjomzs82Zdq/4+n8yHdnXuIhYkTJ4Va1WEKtu8Cqr99WZcX38J9mDWCOnVXyTL4QVsTGIFcuyH1cviNUvdFXD7BRBLMErAAAA6D5mVdmZVaVjVgVAJ1MYBACGpEaLgs3eZVBJMJ0iSoJFS10SbKFOKAkCAAAADKSQ4FW110QsXj1w6KqWNEGs3eu8vktkD2L9sWJtpXEbMh5cYekOEa+9IkfwqtbK7fWCV9XSBLH6BK8q3PFXEX/5X+muU/aNivvaf9dsx26y7Y8iYs3goataagWxBK8AAACg+5hVbWRWNQizKgC6mMIgADBkFL2bYDNKg51YFJx188aB05KDsg+smqHZJcE8uwwWUhIseJdBJUEAAACg06UJXj26bcTLVmQ/d57wVaVaQax6watqaYJYj6yKKI3u//oLI7MHsV47qmJ5+i9nO7bXn34T8ckx+Y6tFcSqF7yqliaI9Y06s7fbH8wUxEqO2px2K33346mPqzb7qZsjecunch8PAAAAdKbhPKuqLAlWMquqwawKgGFCYRAA6HhFFwWL1sklwerX2lUabPVOgmlKg03ZSbDB0qCSIAAAADAUZF2hPUsQq9HwVaXnFi+OfQdZvb2eWkGsPyYRyfqIuG7gY9MEsfoEryqd/HTEl6emvMuIo07+Ze/X177sr1If18/HfxJx/on5jq0VxKoXvMqoMnjV5/W3fCpzEEvwCgAAALrTcJ5VpWFWFWZVAAxLCoMAQMdqRVGwkV0Gh0pRsPrnrSwNzn7ogYiIeOOsll2yV63SYFNKgg1SEgQAAACGhMMqglffK/bURQavIiJmnb95RpZxAfU+domIm1IGr6rVCmLVDV5lVBm86vP6o/+VPYh1agE3FLExiPXAldmPq7Fye73gVbU0QSzBKwAAAOhSZlWZmFWlZFYFQBdRGAQAOk6rdxTMUhociiXBViuXBCv9+9Xfijcee3zL7+WyiPj3VpcEU+wyqCQIAAAADAmHZVudfSC1Vm4vMnxVGbyqNPJvIzb8INu5lq8q4IZiYxBrbilH8KrGyu31glfVUgWx6gWvnrgyYvsTU12n1zsrVmv/SLZDe93+YCTnz8x1aK0gluAVAAAAdCmzqoaYVaVkVgVAl1AYBAA6QqtLgll1U1GwWbsM1ioKVmp1afDfj91UFJzbsktuVqM0qCQIAAAADAkpglc7vjnisRwrtz+6bcTyZc0PXlVLE8SqF7zac3XEbydnu6+5pfsqvluZ7eCyk5+Oo2JZrkNrBrHSrs6eJohVGbyqdMGuER9Jv3hX3uBVv/MIXQEAAED3Mqvqw6yqBrMqAKhJYRAAaKtOKQrW2mWwm0qCtc5TRGlwsJJgq/WWBCv9LNpWGkzeU8wgCQAAAKBaqdQ3LJUkSf6T5VidPWsQq6jwVdrgVbVaQay0q7OnCWL1DV5VmhJZgljnxOZV3n8d26Q+rtpRj/5XXPvpQVZvr6dWEKte8CqjooJXAAAAQGcxq8rGrCoDsyoAyEVhEABoi04pClbqxIJgWVFFwepz5i0N5i0KNmuXwZpFwUotLg0qCgIAAADNUh2+qnw9SxDrhYc2n2dcw3dVW2HBq7+qmI0dnv88I/824rEr8x1bK4hVP3iVTWXwqtLe8WTmINa1sUsRt7QxiPXhXbMfV2PldsErAAAA6F5mVfnPY1aVgVkVAGSmMAgAtFQnFgU7VTNKgo0oajfBokqDg5YEqzW5NKgkCAAAADRLveBVHpXhq0bVWrm9KcGrSj+NzEGsP35989ejXsp9S7Hn6ojdt/tlLFr0UPxNzy8zHDklqldurxe8qpYmiFU3ePXhRyM+/bJU19l8TI7gVbULdm1sFwEAAACgo5lVVWjzrOplPXlKglPCrAoAup/CIADQEoqC6bS6JJhml8GiioKVGikNZi4KViq4NKgkCAAAADRT1vBVvZXbBwtevfCliHH/kOlSvXZ8c8SSBU0OXlVLEcSqDF5VenFE9iDWy3qu6f16/Phsx242Jc6Jn+Q6slYQK/Xq7GmCWEUEryIErwAAAKDLmVXV0cZZVX5mVQDQ7RQGAYCmURIcGmqVBptREmxEQyXBgikJAgAAAM3WyCrtlUGsLCu0Zw1itTx4Va1GEKte8KpamiBW/eDVQ+ku0sdem/73MzmO3WjveDIWxKvzHVwriCV4BQAAAKRkVpVC22ZVv4+I3dJdqJdZFQAMBwqDAEDhFAXzW3LQ4pbvMhixsTRYmv6tll4zzS6DTSkK5thlUEkQAAAAaLbSd35Y2LmyhK+yKCp4FRExc/amGVjuHfsi4qcRf3wy36G1gljFrM5etle/VxbEh+KcjEGsK2J6Mbfz4Ucj4qBCTiV4BQAAAN3PrCqHts2q0pQGzaoAYLhRGAQACqMoWIxWlwZL07/YsmtVq1UabMlugilKg0qCAAAAQLPVDV5d9YOI4/62pfcSUXvl9qYEryo8syZiy4xBrNKXN3/9hwbu58URETMm5S0JPhQRu1e91j94VS1NEKte8Gq7eDyWxw4p769M8AoAAABIx6xqKM+qapUGzaoAYDhTGAQAGqYoOPTULgmujIgprb2R2FgajO/u3/Lr1ioNKgkCAAAAzZZ6dfYcQay7s99OPy98KeK+Z5obvKqWJohVGbyqNOOaiD+8Kds9nTLp2GwH1PX7iMh48agdxEq7Onu6IFYxwasI4SsAAADodmZV/ZlVmVUBQDdQGAQAclMUbJ5m7TI4+G6CK6OlpcG3bNpd8M0t2FWwlp9FJFcrCQIAAAC1lUqlPt83EkhJHb6qlCKIVSt49dtdI/bMOG5pdfCqWq0gVr3gVbU0Qax6wasj4pvxk3hHugtV2DHOjhdibTya+ciNFsSHYrtYlOvY2kEswSsAAADodmZV+XT7rOplcXrv12ZVAECZwiAAkJmiYGsUVRocvCTYYuWSYKXv7dry0qCiIAAAAFBPdfiq8vUsAZXS+srz/CDfzdQIYqVZnT1NEKvI4NXUHMGras+siZj6zXzH1gpipV2dPU0Qqxy8GhdjI+JfKl6fEY/GH7LcakT8ZNP/rs543GYbg1hvy318NcErAAAA6FxmVdkNl1lV/9fNqgCAjRQGAYDUFAVbr5HSYP6i4Mpoyi6DtYqClVpQGlQSBAAAAAZSL3yV+TzrizlPr6t+EHcPsnp7LbWCWK0IXq2M7NOlqZ8p3+iuue9nxjURR7wjXfCqWq0gVr3gVbV0Qayf9HtleUyO7TIGsQSvAAAAYPgwq8rGrKr8PrMqAEBhEABIQVFw6ChuN8GVUUhpcLCSYLUmlQYVBQEAAICBZAlf1Vu5fdDg1d/9bcS/ZV+5ffFu0zMfU+m3u0ZsWNz61dlXxuDTpc3BqwqPPxixQ44g1sCLrqdyRHwz7ok7cx1bO4jVP3hVLU0QS/AKAAAAhhezqvTMqmozqwIAFAYBgLo6tSjYM3t2rCpwcNTp0uwyWFxRsNLKyF0azFoUrFRQaVBJEAAAABhM3lXaK4NYmVZozxDEqg5fbVi8OEamDEBVHlOEtMGraiuj/3SpZvCqWpYgVlX46idxdRwR2Vduzxu+qrQxiJV9TlcriCV4BQAAAMOPWVU6ZlXpmFUBwPCmMAgA9NPJRcHKr4d7abA5JcEGNFISLJCiIAAAADCQ00pfLeQ8mcJXKQ22QnvaIFaRq7Q3amVEzEwTvMpikBXaswSxighfRUS8N86OiIiP5Dx+eUyOiCMKuZcIwSsAAAAYKsyqWmtlmFWlYVYFAEOfwiAA0GsoFAWrX29laXDW5zbex5LT2zPEWnLQ4pj90C9bfNWVMegug80oCmbcZVBJEAAAABhIUcGrQtRYuX2w8FVazQpfPb14ca6V2/9vfCX/RWut3D5I+CqtooJXEZvDV2UXxMPxkdgp9fFJ8te9X+fcRKDiXIJXAAAAMBSYVTXGrKo+syoAoExhEAAYckXB6vc0uzRYLgpWft/q0uCsWbM2ftHywmBEzdJgK3YTTFEaVBQEAAAA6kkTvHpffCU+H+/OdN57y1+MiXjluuz3FRERf/e3sfhX+eZLtVZub8Uq7VmCWNXhq/d96Mb4/GcOzn7Rxx+M+NCug7+vhlortxcZvnp3vD9einyhp8rgVd/XkyhlTGIJXgEAAMDQYFZVLLOqzapLglmZVQFAd1IYBIBhbCgXBVuhuihY/bNWlAZ7i4KbJMe+N0pXX9L06/a3MuItp7T+sjVKg0qCAAAAwECyrtCeJoh1b73XcwSx8oavKrUidJXVYCu0Zw5i5QxfVfpJXB0vixkNn6fsvXF2jIjBQ1K1Vm6vF7yqliaIJXgFAAAAQ4dZVXsMl1lVGmZVADA8KQwCwDDUbUXBoncZHKgoWP2+ZpUGq4uClVpdGkyOfW9ERJSiDYXBiIjv7WqwBAAAAAyqdO3G4Mr7BgkD1VIriFUveFUtTRCriOBVJ6i1cvtg4atMCgheFS3vCu0XxMNxTvIPuY6tFcQyHwMAAIChxayq+cyq0jOrAoDhR2EQAIaRbisKVp+jkdJg2pJgreOKLA0OVBSs1IrSYLko2Pt9ihWjCr8HwyUAAABgEOXwVaPeF1+J+YOs3l5PrSBWJwavXjV+8wzsnjX57u/pxYvja7OX5jq25srtTQ5ePRp/yLxy+xvi4xXfrc18zbzhq0rmYgAAADA0mVWlZ1aVjlkVAJCHwiAADBOdWBYsoihYfb6spcG8RcEipS0JVmtGabC6JNjv5y0qDRoyAQAAAIOpF776/I/eHe/7m2wrib9z8b4bv2hgVHTvmIi1DSxo1SyVwavq17MGsf599u2bvhqX+37e96Eb+62Q32xpglh9g1ebPRhjY9eUQawiwlcAAADA0GRWlY5ZlVkVANAaCoMA0OWGQ1EwjyKLgnl3GcxbFGyGwYqCraIoCAAAAAwmzSrtaYNYveGrTdYuXhxjc8yuOi18VS94Vet9gwWxNgevNtsmXognMwaxWh28qlYriFUveFVtsCCW8BUAAAAMX2ZVgzOr6s+sCgBoNoVBAOhSw7UoONgug83aUTBLabDIomAjuwzmLQkWvcugkiAAAACQRprwVVrV4atKWYJYnRS+Shu8qnVcdRCrVvCqWpogVruDV9UejT/Eu+Jfcx1bK4glfAUAAADDl1nVwMyqBmdWBQA0k8IgAHSZ4VoUrL5edWmwWUXB6msMVBps1o6CWUuDRewmWERpUFEQAAAASCtPAKvWyu0Dha8qDRbE6qTw1bP7bbrP3+Y/x6vGz45P7/WFzMfVCmJ1WvCqSA/G2Lh01TviuuuuizNX/X27bwcAAABoE7Oq+syqWufBGBtfSU5q920AAB1KYRAAukgnlgVnPTc7ft+G6/bMnh27ndD669YqDTarKFhpsNJgESXBfufMWRpUFAQAAADSWLKu8VXaP/+jd8fiHfIFpmoFsToyfLXJf+8Z8ZocQazRe2383/Ny3sc28UKcG6fmPLr1vhp/n3nl9srg1fr164u+JQAAAGAIMKsamFlVPo3OqgAA6lEYBIAu0KlFwbLdbo74/UGtvf7u370ykmtPbO1FN5n1udkRX299Ka5WabAZRcE8lAQBAACAtIoIX5X9+m8iXmggN9VJoauy6vBVpSxBrHL4quzcODXOi2wrt38sOWXjsaWhE8KKSBfEErwCAAAAIsyqBmNW1TizKgCgGRQGAWAI6/SiYKVWlQZ3/+6VvV+XjmpDabANRcFKrS4IDrbLoKIgAAAAkNZA4avFb4iY/R/pz/Xrv9n89bjZs+OFvGGqP/whYsaMfMcWbKDwVVrVwatqaYNY5fBV2WAzok5UK4gleAUAAACUmVUNzKyqWGZVAEDRFAYBYAgaSkXBSs0sDVYWBSu1rDTY5qJgO9UasikKAgAAAGmlXaU9TRCrMnxVKXMQ6w9/6Pt1xiDWuNkbZ2W5w1+b5Ale1Vq5fbDwVVrV4atKQzWIZY4FAAAAVDKrqs+sqrnMqgCAIikMAsAQ02llwTRFwWaqVxSs1NTS4DAuClYyrAIAAIDhochFg9KGr9KoF77KrDJ8Vf16iiBWOXxV+X2eINbsZYsiIuKm/TIfGhEbg1ivG5nv2Fortw8UvhqqzLMAAABg6DOrGphZ1dBhVgUAFE1hEACGiG4pCha1y2CaomBTKQoCAAAAw0i91bhLpVK2MMuHKs7zz9nvo3rl9izhqwEDUfXCVxnOneu6Vcrhq7LXffesuOktn810LweNKP/fI3/I7dw4NVdIqdNXbhe8AgAAgO5gVjX4uXNdt4pZVXOZVQEAzaQwCAAdrluKgpUaKQ3mLQoWtsugoiAAAAAwjKQJ1KQKYn2ouGDO4jdEjBub79h+gags4asaK7cPFL4a8LpVqsNXldIGsTaHrzbKG4hqNKjUaUEswSsAAADoHmZVFcyqUh9vVgUADEcKgwDQobqxKFgpa2mwiB0FGyoNKgoCAAAAw0jWEE3dINYA4atZH4tYknHl9lmv2/i/92U7rI9xs2fHC9/7Xr6D//CHGPfmN+e/blUQa6DwVVrV4atKWQJRRYaV2h3EErwCAACA7mJWVYdZVepzmVUBAMONwiAAdKBOKgsWXRTMqoiiYKXMpUFFQQAAAGAYaSQ40yeIlXKV9rRBrHL4qmyvAyLuuy3b/UVETN30v49nP3TjfZzw5oYDYHsvOivzcbVWbh8ofFVpsEBUswJLeYJY5XvJ+8+h8BUAAAB0F7OqQe7DrCo1syoAYLhRGASADjLcioID7TJYdFEwM0VBAAAAYBgpbIXtlOGrtKrDV5WyBLGmVn2/w5vfHI9nWLl91gmbV2rfa3zEfWtSH9pr7yvLN5tvxfjXffesSI5bmOvYWoGoVgSW0gSxat1H1gCX8BUAAAB0F7OqQe7DrKqw69Z6T57jBjsHAECrjWjGSRcsWBClUinOOOOM3tdWrFgRJ554Yuywww4xYcKEOPzww2PZsmUDnue+++6LY445JmbMmBGlUikuvvjizNcFgKFgyZIlHVMWnPXc7JbuKrjbzX2/3/27Vza9LFg6aoDzfz1RFgQAAACGjVKpVFwAK6dZH6vx2usGDmCV7XXAwD+fGv0DWGU7vPnNdX5ScR8nvLlPAKv3uuMHv7eyva+8rSKAFRFrB79uteS4hbkDWL3nSJI+v1qlXshqsPsY7B7b8XsBAAAAmsusamBmVY0zqwIAhovCdxi888474/LLL4999tmn97UkSeLoo4+O0aNHxzXXXBOTJ0+Oiy66KObOnRv3339/TJw4sea5nn/++Zg5c2Yce+yx8f73vz/zdQGg03VKSbBs1gOzI17W+uvudnNEacWVLb1m6agrI7n2xM0vKAkCAAAAw0zR4as/NnDsrI9FxC35jq21enu94FXq+6kRvOp33UFWb+8TvKq29s0RYwdfvb3R4FWnyBuUatdq8wAAAEDrmVUNcD9mVYUyqwIAhoNCdxh89tln4/jjj48vf/nLseWWW/a+vmzZsrj99tvj0ksvjTlz5sQee+wRl1xySTz77LOxaNGiuuebM2dOXHjhhXHcccfF2LFjM18XADpZJ5UFZz0we2NZMCLi0dZfv/TtB1t/0di006AdBQEAAIBhpuiV2v8YmwNYD1+Y8ySvbewe9jpg8wrtWQJY1Su311ulve51a6ze3m+V9hyKWKW9W7RrtXkAAACgNcyqNjOr6nxmVQDAUFHoDoOnnHJKHHHEETF37tz453/+597X165dGxER48aN631t5MiRMWbMmLjlllvi3e9+d1OuW8/atWt77ykiYvXq1Q1dHwCy6LSiYE2PRkt2GuxTFPz5X0Uc8l/Nv2iF5Nh3tvR6AAAAAO3UqlXaH74wYqcPpjxJZfjqwxHx6Rw3cuqm/82Ze9rhzW+O7WuEqdLaa3xE6dIcF6+xcrvgFQAAADBcmFXVZlYFAEARCisMXnXVVXHXXXfFnXfe2e9ne+65Z+y8885xzjnnxGWXXRYTJ06Miy66KJYvXx5PPPFE065bz4IFC+KTn/xkQ9cFgKyGRFGwReruKNii0qCiIAAAADDcFL1Ke8PqrdKeJYh1at9vt/9WxBPHZ7uNLctjqr2zHVep9LWrI57PefDaN0fyzv3zXxwAAABgCDKrqs2sCgCAohRSGHzkkUfi9NNPj+uvv77PLoJlo0ePju9///vxrne9K6ZOnRojR46MuXPnxhvf+MamXreec845J84888ze71evXh3Tp09v6F4AoJ5OKgpGZCgLNmGXwbpFwUpNLA0qCgIAAADklyV8NeDK7fUCWGWDBbFOrf+jtEGsLavGVC/8OmJcxiBW6WtXb/5mwqMRz2cbpglfAQAAAORnVtWXWRUAAJUKKQwuWbIknnzyyZg1a1bvaxs2bIj//M//jC984Quxdu3amDVrVixdujRWrVoV69ati2nTpsWrX/3qmD07/w5Haa47cuTIfseNHTs2xo4dm/u6AJBWJ5UFc+0qWGBpMFVZsEkUBQEAAADyy7tKe78g1mDhq0q1glgDhK/Sqg5fVUobxOoTvqqUMoglfAUAAACQn1lVX2ZVAADUUkhh8JBDDol77723z2snnXRS7LnnnnH22Wf3Ke319PRERMSyZcti8eLFcd5557XkugDQSkO+KFigXEXBgnYZVBQEAAAA2ChJkiiVSpmPu3fwtwzo4Qsjdrom58Efjohnsx9Wa+X2gcJXlQYKYtUNX6UkfAUAAACwkVlVumPNqgAAyKuQwuCkSZNi7737/hfpxIkTY6uttup9/eqrr45p06bFTjvtFPfee2+cfvrpcfTRR8dhhx3We8y8efNixx13jAULFkRExLp16+L+++/v/fqxxx6LpUuXxhZbbBG77bZbqusCQCt1ZVEw5y6DDe8o2EBpUFEQAAAAoL8sQazK8NXqiJic43o7/XLTF8tzHBwRK18bMeWn+Y7d/lsRL+TMPFUHsTKFr2qs3C58BQAAANCfWVU6ZlUAAORRSGEwjSeeeCLOPPPMWLFiRWy//fYxb968OPfcc/u85+GHH44RI0b0fv/444/Hfvvt1/v9woULY+HChXHQQQfFTTfd1KpbB4BBdVJRMKIJuwpmKA02XBSslLE0qCgIAAAA0Jh6q7RnCWL1hq/KtotMQayVr634+vB8QazSnIg12Q/r9cKvI8YvyblK+4RHIzn2zQ1cHQAAAIAIs6oysyoAALJqWmGwutB32mmnxWmnnZbpmBkzZkSSJA1dFwCarZPKgoUXBTMqtCyYgaIgAAAAQDoDrdxeL4BVNlgQq1/4qlKKIFZl+KrP6xmCWKU5m78evyFizch0x1Xaf9dNJ/lu9mMjQgALAAAAICWzqsGZVQEAkEfLdhgEgG4z7IqCA+wy2NSi4AC7DCoKAgAAAGRXHcQaLHxVqVYQa8DwVQr1wldZVIavKmUJYvWGrzZ51Vs+E/d890Op70H4CgAAACA7s6razKoAAGiEwiAAZDTsioKVqkqDLdtRsKo0qCgIAAAAkN9jpVI8GhHP5Dx+dUTsnSd4VbVye5bw1UArt9cLYJUNFsSqDl9VShPEEr4CAAAAyM+sqi+zKgAAiqAwCAAZdFJZcOs9Zkc80IYLPxpR+s8WFQUr/fyvIvnSzNZfFwAAAKBLPFaxUnsjdnoiIh7OefB2ESt3y3dodRBrsPBVpVpBrIHCV2kIXwEAAADkZ1bV9zWzKgAAiqQwCAApdFxRcJM//k3Ezj9q8Q28PYn4z4dafNFQFgQAAADIqV74asvItnL7Tk9s/nr1ThGTcwSx3vaXEZc+nf24spWHR2z5VL5jx2+IeNX/yR68ql65XfgKAAAAID+zqo3MqgAAaCaFQQAYRKeWBctaVhp8e9L7ZfKlmVH6h9aUBhUFAQAAAPJJs0p7miBWZfiqUpYg1tv+cvPX/zg1XxBrxtRNX+QMYcX/yXlcbAxiLU3uyH8CAAAAgGHOrKqKWRUAAE2kMAgAdXR6UbClKsqCZa0oDSoLAgAAAGT3RE9PjFyzJvX7Bwpi1QtgpVUZvqqUJYjVG77apGf3iFXLMtxERfjqnrgzXhXZVm4XvgIAAADIL01RsJJZ1cDMqgAASGNEu28AADrRUCsL/vFvmnTxtyc1y4JlzSr0JV+aqSwIAAAA0EJbVn2/0xPpAlird6r/s3oBrLJ/nDrwz2dM7R/AKuvZfeBjI2Jj+KrGSu33xJ0pDt4YvhLAAgAAAMgva1mwzKyqP7MqAACysMMgAFQYakXBSn/8m4idf1TgDQxQFGwmRUEAAACA7J4rleLF8eMjFi3KfY4tI2JSjlXaV+8UMfnhzd8PFr6qVGv19nrBq9RqBK+qDbR6u+AVAAAAQGOey1kUrGRWtZFZFQAAedhhEAA2GcplwbJCdhocZFfBakUV/OwqCABAsyxYsCBKpVKcccYZva+tWLEiTjzxxNhhhx1iwoQJcfjhh8eyZcsGPM99990XxxxzTMyYMSNKpVJcfPHFma8LAEV7rlQqJIAVEbHFk/mPXb3TxvBVlgBW2T9O3bxCe5YAVr+V2+us0l5P9ertVmkHAKAVzKoA6GZmVRXMqgAAaCOFQQCGvSVLlnRMWXDrPWbnLgsWIueugo0W/RQFAQBoljvvvDMuv/zy2GeffXpfS5Ikjj766HjooYfimmuuibvvvjt23nnnmDt3bjz33HN1z/X888/HzJkz49Of/nRst912ma8LAEUrMnxVDmAlI/Odo2dS/utftegfch/bs3tkDl9VuifuFL4CAKBlzKoA6Ga1ZlVTcpzHrMqsCgCAxikMAjCsdUpRMCL/roLVcu0ymHFXwVrylP7sKggAQDM9++yzcfzxx8eXv/zl2HLLLXtfX7ZsWdx+++1x6aWXxpw5c2KPPfaISy65JJ599tlYtGhR3fPNmTMnLrzwwjjuuONi7Nixma8LAEUZbKX2npTnqQxfVcoSxOqZtDmAdVX9LHNNVy36h94A1qqcQayV0eBMK2nseAAASMusCoBuNdisakrK85hVmVUBAFAchUEAhqVu31UwU2mwwaJgXoqCAAA02ymnnBJHHHFEzJ07t8/ra9eujYiIcePG9b42cuTIGDNmTNxyyy1Nuy4ANGqw8FWlKQP8rF74KovK8FWlNEGsyvBVpSxBrJWR9Aaw8gSpkiQRwAIAoKXMqgDoNmZVm5lVAQDQaUa1+wYAoNU6pSgYUdyugrk0oSiYfGlmlP7hoUHfAwAAzXbVVVfFXXfdFXfeeWe/n+25556x8847xznnnBOXXXZZTJw4MS666KJYvnx5PPHEE027bj1r167tDYZFRKxevToiItavXx/r169v6H6gU5T/WfbPNOT3fE9PxPjxA77nxU0/L//vFhGxquLnEx/c9L4X012ztKH26y+bFDF+gHNcsyrimAm1f/b97/19DPS7GLd+4N/jI5t+R+uj779P1q1bFz09g++tuGrVpuP9+4icfKZBa3jWoPk8Z+kU9efTDbMqAKiUtihYaUpErKz4PktJMBlZf1ZVqyhY6arnIo6bWOdnOXcSLKu3o2CSJFFK8WekJAgAQLMoDAIwbAy3ouAf/yZi5x/V+WETdxUcqDSoLAgAQCs88sgjcfrpp8f111/fZ2X2stGjR8f3v//9eNe73hVTp06NkSNHxty5c+ONb3xjU69bz4IFC+KTn/xkv9evv/76mDChTtsChqgbbrih3bcAQ9eiRanfesu//mvtH9xR0K00cOybB/tou+7QgX8c19X92aIUf0bXXVf/eMjCZxq0hmcNms9zNrDnn3++4XN0y6wKACIi4uvZi4KVpkTEizl3E6wuDQ5WFKxUXRpMWxRctegfoudtX6r5s3plwbKBSoOKggAANFsp8V+dsXr16ujp6YlVq1bF5MmT2307ABRsuBUFq/UpDTaxKFitsjSoKAgAQFpFzGl++MMfxt/+7d/GyJEje1/bsGFDlEqlGDFiRKxdu7b3Z6tWrYp169bFtGnT4tWvfnXMnj07vvjFLw56jRkzZsQZZ5wRZ5xxRq7rVqq1avv06dPjT3/6k1kVXWP9+vVxww03xKGHHhqjR49u9+3A0LCo7255z6fIML04fnzc8q//Gq/9+7+PUWvWRETEqDsjXpja2K1Mb6S/ft3f5zps8ps3lx4f6bNP4uAqdxos7ygIRfGZBq3hWYPm85yls3r16th6663NqqZPl6sCGO6qioLPvTPfaUb/JmLNVo3dypRGZlU/yrejYGVpcLCiYLXK0qDINgAAjciSq7LDIABdrZPKgrM+Nzv+eEnrr/vHv4k4btI34rbkHS29rpIgAADtcsghh8S9997b57WTTjop9txzzzj77LP7BKHKhYJly5bF4sWL47zzzmvJdSuNHTs2xo4d2+/10aNHC+zRdfxzDSnVWKm950vpg1ij1qyJUWvWxOjfbPx+9Kr8QawpT0VE3kzwd++OGHdZrkPXfO+dkbzt0lzHFrELDAzGZxq0hmcNms9zNrAi/my6ZVYFwDBWY1Y18WvZS4PlWdX4pxqcVeUtDDYwq1q16B9yz6qUBAEAaAeFQQC6UqcVBct2fm+0vDR43KRvRETEAaVvtrw0CAAA7TBp0qTYe++9+7w2ceLE2GqrrXpfv/rqq2PatGmx0047xb333hunn356HH300XHYYYf1HjNv3rzYcccdY8GCBRERsW7durj//vt7v37sscdi6dKlscUWW8Ruu+2W6roAMKAa4atKaYNYo+6MGF2V/c0axJryVMU3j0TE9PTHRsTGAFZExAvvyRXEyhvAAgCATmNWBcCQVdCsqlwUrGRWBQAAzaUwCEDX6dSyYFmrSoPlomAlpUEAANjoiSeeiDPPPDNWrFgR22+/fcybNy/OPffcPu95+OGHY8SIEb3fP/7447Hffvv1fr9w4cJYuHBhHHTQQXHTTTe16tYB6EaDhK9aqU/4qlLaIFY5fFUpQxBL+AoAgOHIrAqAjlLgrKpWWTALsyoAAMhHYRCArtHpRcFWqlUWLFMaBABgOKoOSZ122mlx2mmnZTpmxowZkSRJQ9cFgH4yBrDqrdw++jcRsSEifl//2IFWbq8bvsqiVgArJeErAACGE7MqADpWkbOqQZhVAQBA84wY/C0A0PmGWllw5/c259rHTfrGgGVBAAAAADrDg8+V4sHn8q3WPvFrfb/PslL7+Kqw1ZSnMgSwHqnz+nfvHjyA9cJ76v5IAAsAAACgvcyqNjOrAgCgG9hhEIAhbagVBSvt/N6IP15S3PWzFAXtMggAAADQHnmDV9Umfi1i3V/mO3b8UxFj8174kYiYXvF9lpXaX3hPxLjLer8VvgIAAABoL7MqsyoAALqTwiAAQ9ZQLguWFVEazLujoNIgAAAAQGvVCmA9eEzErt/PcbJx+e9j7AuNHR+PRMRtGcJXlV54TyQn7dvAxQEAAAAogllVmFUBANC1RrT7BgAgqyVLlnRMWXDW52bnLgsWIW9ZsOyA0jcLuhMAAAAA6nnwudKAq7U/eEyGk42L3gDVmF9lv5exL2z64oUB3zawXzyY+1ABLAAAAID2MqvazKwKAIBuZYdBAIaUTikKRuTfVbBanl0GGy0KAgAAANB8AwWvMquzyvqYX0Ws22fww8fWCl1lXb29Mny1ZnLE+NWpDxW+AgAAAGgvs6rNzKoAAOh2CoMADAndWBSslKU0WHRZ8IDSN+O25B2FnhMAAABguMsawHrwmIhdv1/nh1mCUjXUDGCVpQli1VulPUUQS/gKAAAAoP3MqjYyqwIAYLgY0e4bAIDBdHtZMK3jJn2jaTsLHlD6ZlPOCwAAADDcTIlSTIl8q7U/eEzVC+MiVQBrzK9qvz72hUECWGUDvadeAKtszeS6PxLAAgAAAGgvs6rNzKoAABhO7DAIQMcabkXBgXYZbFZRsJKdBgEAAADyyxu8qvbgMRG7/iT7cWN+FbF+r83fpwpfVapevX2w8FWlqtXbha8AAAAA2qsTZlXr9tn8vVkVAAC0lsIgAB1nuBUFK1WXBltRFAQAAACgMbUCWLMmRix5Lvu5ZmwREd/Jdx9j7ouIsRHT1kbEiBwneCEibs0Qvqq0ZnIk752Z71gAAAAACtMxs6pfRZT+T75jI8KsCgAAGpDn/10MAE3TSWXBWLq0LZfd+b0bi4LKggAAAACdbUqUBlytfdbE9OeascWmAFZEbHhrvvvp+ct8x/W657bchwpgAQAAALRXp82qSgdExFb5jo0IsyoAAGiAwiAAHWHJkiUdWRZcctBXWn7p0tM5V8Zq0G3JO9pyXQAAAIChaKDwVRaV4atKWYJYpQM2BbDKpma8iXtu2xzAmvhkxoMFsAAAAADaraNnVVlLg2ZVAADQsFHtvgEA6MSiYKUlB30lZt387pZcvlwWvP2IA2P/n9zakmtGKAsCAAAApJU1fDVrYsSS52r/rFb4Kos+watqW0XEU4OcoN4q7ROfjHhum0GvL3wFAAAA0F5mVZuZVQEAwGZ2GASgbTp1V8F2KD39YL+dBW8/4sCmX/e25B3KggAAAAAp5V2pfdbEvt/XW6m92kArtw8YwCobaPX2egGslASwAAAAANrLrGozsyoAAOjLDoMAtMVQKwo2c5fB6qJgpWbuNKgoCAAAAJBOqbQxfNWT5D/HrIkRT+XIcG14a8TI71TcS5rwVaXq1dvThq/qrNwufAUAAADQXmZVm5lVAQBAbQqDALRURxUFIzLtKtiM0uBAZcFmUhYEAAAAGFw5fFWEn5/wjoj4Zq5jN7w1YtTDDVx8q4j4RY5V2quCWAJYAAAAAO1jVmVWBQAAaY1o9w0AMHx0VFlw6dJMZcGyJQd9pZDLl55+MHVZ8PYjDizkmhEbi4LKggAAAACDqxXAWpUzk7UxgBWx9B355jLnNLBa/MYbuDP/sROfjDhlVwEsAAAAgDYyq9rErAoAAFJRGASg6ZYsWdJ5ZcE2yrOrYBGlQUVBAAAAgMGVSqUBV2vPEsT6+Qnv6A1glWUJYp2TbA5gfXB6+uv2vYlNAaxkVL7jTzwgIopdwR4AAACAdMyqqphVAQBAKjn/ixsA0umoomBEIWXBJQd9JWbd/O5cx+YpC5bdfsSBsf9Pbs11rLIgAAAAwMCyhIxWlSJ6BllJvTp8lUW9Vdo/OD3iwkdSnqTWSu3JqIjSi+mO3xS+qlQqlSJJGl1CHgAAAIDBmFVVMasCAIBMFAYBaIpuLApWyloabKQoWClraVBREAAAAGBweVYkrxfEShO+WvqOd8S+3/xmzZ/VC2CVpQpi3XTToPdQV43wVSVBLAAAAIDm6rpZVa2yYFpmVQAAkMuIdt8AAN2n28uCZUsO+kqq9xVVFsxKWRAAAACguVZVZbeyrNS+9B1933tOMngAq+yD0+v8IE1RMBlgLclBAlhleUJrAAAAADRXx82qfn7n4GVBsyoAAGgKOwwCUJjS1RuHL4tnLm7znWzSpKJgFs0oC6bZZVBZEAAAAKA1VpUiFr8j3yxm6TveEd/5Ru3V2wfTb/X2n98ZES+lOzgZFVF6cfP3KcNXAAAAAHS2zppVpWRWBQAAhbPDIAANK11d6i0LdowWlQXr7TJYevrBpu4sePsRB9Z8/bbkHcqCAAAAABklScrl0mtYfOSRuY/d++P5AlhlH5we6VZqryUZtTF8JYAFAAAA0FHMqgAAgEYpDALQkFpFwdkPzW7DnWyydGnLdxasLg02syhYqbo0qCgIAAAAkF/WINbiI4/cHMBauTLz9coBrPOWZT6014Vfuy3/wSfNyX1oI6E1AAAAAAZnVpWeWRUAAPQ3qt03AMDQNNiOgrMfmh2LZy5u0d2035KDvhKzf3Bwy697+xEHRvLjmS2/LgAAAEA3SpIkSqWB5151V2lfuTJiypRBr1FrpfbzlkWcu3uKG6zQG8AqvbhxBfYsBLAAAAAAOp5Z1eDMqgAAoDaFQQAyG6wsWNaW0uC++7Z8h8GIiNkvtr4sGBHKggAAAAAFGyiIVTeAlVKtAFZZ2iBWzZXa0waxhK8AAAAAhhSzqtrMqgAAYGAKgwCklrYoWGk4lAZ7y4JHRcS1LbussiAAAABAk1QHsVKHr+qs3D5Q+CqLmgGstASwAAAAAIYks6q+zKoAAGBwCoMApJKnLNhWLSgN1txVsAWlQUVBAAAAgCabV4rkhIglz+RYpb0qiJUlgFVv5fZU4avSixHJiP6vC18BAAAADG1DdlZVI6JsVgUAAC2hMAjAgIooCrZll8GIppYGa5YFy5pYGlQWBAAAAGiyeQUsnLVyZex90Y9zHVodxMq0Unvpxb7fC2ABAAAADG1DfVZVWRo0qwIAgJZRGASgriJ3FWxbabAJBiwLNpGyIAAAAEAT1Qhfzdryx7lWbp/18h/H2gZu5bxlEeNuzRC+qvbe10WsWZPrUOErAAAAgA7QLbOq0osRJx6Q+9pmVQAAkM+Idt8AAJ2ndHWp0LJg2eyHZhd+zkHtu29hp5r94sHpy4JHFXbZSH48U1kQAAAAoJkGWKl91pbZVl+f9fKN7x/75fy3M27plfkPboAAFgAAAEAH6KZZlbIgAAC0hcIgAH00oyhYaaiWBnPtKlhAaVBREAAAAKCJ5pUGDGCVpQ1ilQNYZVmDWOOWXrk5gDXhgWwHR0T849zsx2wigAUAAADQZt02q1IWBACAthnV7hsAoDM0uyjYdvvuG7F0aa5Dc5UFy46KiGvzHaosCAAAANBEKcJXaVWHryqN/XLE2pMHPr7uKu0THoh4fo/Bb6Acvho/fvD3VhG+AgAAAOgA3TirysGsCgAAimGHQQBaXhZsyy6DEZl3Gpz94sGNlQXLMu40mPx4prIgAAAAQDPlCGDVW7l9oABW2UCrt9cNYKUlgAUAAAAwtJlVRYRZFQAAFMkOgwDDWOmqD2z8YmTrrz37odmxeObi1l84pUKKgjkoCgIAAAA0z4PPbQxf7Zrz+Flb/jiWPHPk5u9TBLDKqldvTx2+qrdyu/AVAAAAwJBmVrWRWRUAABRPYRBgmOotC7ZRW0qD++4bsXTpgG9pSlnwqIi4duC3KAsCAAAANE85gNWoWVv+OGK7fMeO/XJEac6V2Q+sDmIJYAEAAAAMaWZVG5lVAQBAc4xo9w0A0Fqlqz7Qvyy44az23ExsLA223L771nx59osHN3dnwaNqv5z8eKayIAAAAECTPPhcqV8A68FL85/vyW/kP7a03z/kP3jCAxvDVzkDWEmSCGABAAAAtJlZ1UZmVQAA0FwKgwDDyIC7CrapNNjyHQbLqkqDTS0KVqoqDSoKAgAAADTPQCu1Zw1iPfmNzQGsJy/Mfi+9AawXb89+cESc/5bncx0XYaV2AAAAgE5gVrWRWRUAADSfwiDAMFBzV8FaWlwabFtZsGzffZu/q2AtR9lVEAAAAKCZaq3UXvN9KYJYleGrPq+nDGKV9vuHxlZrj80BrPPjkszHCmABAAAAtJdZ1WZmVQAA0BoKgwBdLlVRsFILSoOLZy5uf1kwImYvW9SW6ybvURQEAAAAaJY04as+7x8giFUrfJVF3fBVypXbz3/L8/1Wa08bxEqSRAALAAAAoM3MqjYyqwIAgNZSGAToUql3FWyxTigKRlSUBXuyr3TVCGVBAAAAgObJGsDqPa4qiFVvpfZq9VZuT7VS+yBBrOrwVRarVq3KfSwAAAAAxTCr2khREAAAWk9hEKALNVwUbNIug51QFpy9bFH/nQVbVBpUFgQAAABojtIjpSg9ki+AVfbgpenDV5Wqg1iDhq8GUWul9n7vqbNyu6IgAAAAQPuZVW1kV0EAAGifUe2+AQCKU+iOghvOihj52UJO1QlFwYjoXxRsEUVBAAAAgOZoNHhV6aUt8h/75IUR2347R/jqxdsjRu3f+22WldrPj0vio/He3u+TJIn169dnvwcAAAAACmFW1XdWBQAAtI8dBgG6RKFlwbICdhocMmXBJu0yqCwIAAAA0By1Ali7PZ3vXOUAVt79+ba9JeeBEREv3p5qpfZazo9LrNQOAAAA0AHMqsyqAACgkygMAgxxpas+0JyyYFkDpcFOKAvOXrYo/c6CBZcGlQUBAAAAild6pDTgau1ZglgvbdHYau0RFQGsnb6U7wRvf1vua38k+cfcxwIAAADQOLOqzcyqAACgcygMAgxhTS0KNmDxzMUdUxbMrKDSoLIgAAAAQLEGC19VShPEqhe+Srty+7a31FitPWsQa1MA66OxV7bjQgALAAAAoJ3MqvoyqwIAgM6iMAgwRLW0LJhhl8FOKApG5CwLFiB5z0xlQQAAAICCpQ1fVaoXxEqzUvtgQax+4atKaYNYVau1ZwliCWABAAAAtI9ZVV9mVQAA0HlGtfsGABgiNpwVMfKzA76lE8qChRQFey6JWPXezIcpCgIAAAAUq3TeQxu/ODHf8bs9HfH7qZu/Hyx8NZgBw1dpVYWvKn009orz4766Pxe+AgAAAGgfs6q+zKoAAKBz2WEQgPTq7DS4eObi7ikLlvVckuntyoIAAAAAxeoNYDVot6fTrdRerXrl9kwBrHortw8QwCqrt3q7ABYAAABA+5hV9WVWBQAAnU1hEGCISo5b2J4LV5UGO6EoGFFwWbAsZWlQWRAAAACgOKXzHuofwLrywdzn++1O+e9lVWwMX+Varb06iJUigFVWHcQSwAIAAABoD7MqsyoAABiKRrX7BgDILzluYZSu+kDrL7zhrFi8e/qhUTM1pSiYkqIgAAAAQLEGXKn9ygcjTtw10/nKAayXIt8Kiv/n0Yj4Q44Dy3b6UsRrb8516Edjr0iS/6+BiwMAAADQCLOqzcyqAABgaLHDIACZrXjbZ9t9CxHRorJgnV0GlQUBAAAAilNzpfZaUq7e/tud+q/W/lLGe/o/j276YkbGAysdmn+1eQEsAAAAgPYwq+rPrAoAAIYWhUGAIS45bmFLr1cuC06fPbul1600e9mi1u4sWFUaVBYEAAAAKE6q8PTrZZIAAC/zSURBVFUG1eGrSmmDWL0BrLIZOW6kHMAa/7LMhwpgAQAAALSHWVV/ZlUAADD0jGr3DQDQuOS4hVG66gNNvUatXQWnz54djyxe3NTrVtttp9kRy85q6TUjYmNp8G2fjSRJWn9tAAAAgC6VK4B15YMRJ+7a7+WBwldp9QtfVZoREX9IcZJaK7WPf1nEmoFOvpHwFQAAAED7mFX1ZVYFAABDlx0GARhUrbJgWSt3Gtxtp43XWnlI/ftpmk1/BqVSqfXXBgAAAOgypdc/FKXXN7Ba+5V9g05ZAlj1Vm4fMICVVq0AVkoCWAAAAADtYVbVn1kVAAAMbXYYBOgSzdhlcKCiYCuVi4KVVh7y2Zjy8xbtNFj151Aqlew0CAAAAJBTQ+GrSlc+GL/9eP/V29N4KfquqJg6gDUjaq/cniZ8VWflduErAAAAgPYxq+rLrAoAALqDHQYBukhy3MLCzpWlLNjMXQZrlQVb5m2f7VcWBAAAACC/fgGsG/OfK/mvfAGsspdiY/gq82rtM6q+z7JS+/iX9flWAAsAAACgfcyqzKoAAKBbKQwCdJlGS4Mr3vbZXDsLNqM0OFhZcOUhTSzzDfJnUCqVmndtAAAAgC5Tev1D9VdrzxHEKgew9jg0/z393yT/sTEjNoavsgSwysa/LCIOEsACAAAAaBOzqgpmVQAA0JUUBgHolacoWKmo0uBuO81OvbNgU0qDKf8clAYBAAAABlc3fFUpZRAr+a9d+63WnieIVQ5gvWfH7MduPDBH+Kpszcb7N1sCAAAAaD2zqipmVQAA0JUUBgG6UJ5dBhstCxYlbVGwUmGlwbd9NnVZsMywDAAAAKC+VAGslKrDV5XSBrH+b9J/tfbMQaxyAOv1GY+L6A1glZktAQAAALSOWVUVsyoAAOhaCoMAXSptaXDF2z5baFmwkV0G85QFC9MhhUkAAACAbpE5gFVn5fZaK7XnUR2+qpQ6iFW9WnuWINaa2r8HQSwAAACA5jOrqmJWBQAAXU1hEGAYa9augllLg7vtNLvhsmBDuww2+OdgUAYAAABQkKogVpbwVb2V22ut1J7Zex7sH8AqGyyItWbXugGsMvMlAAAAgA5kVgUAAAxRCoMAXazeLoNF7ypYS9rSYJG7CmYuDb7ts4XtLGhQBgAAAFCQG/Ov1F4dxMoSvqq7cnu98FWlekGsQcJXlcyXAAAAADqQWRUAADAEKQwCdLnq0mCzi4JZFFkWLEtdGmzCn4NBGQAAAMBmyS9m5jvuD9nDV5X2ODT/Su39glhpAlhl1UGsDAEsAAAAAJrLrMqsCgAAhpNR7b4BAJovOW5hPNmGMtv02bPjkcWL+73ejKJgJh1UmgQAAADoZskvZkbp9Q+lf385gPX7iNgt3zXvuTbfcWXv2THisiMzhK8qvT4ifpI/fFUqlSJJcqTHAAAAABiUWVU2ZlUAADB02WEQgKaaPrtvObAVZcG6uwy+7bNNLwvaZRAAAACgr7Srt/dbrf332a9VDmD949rsx5Zd9rmcAayIhgJYZeZLAAAAAM1jVpWNWRUAAAxNCoMAw8Q2bVztafrs2bHbTrNburNgv9JgC3cVNCgDAAAASC/5w679A1hlKYNY91zbf7X2PEGs3gDWodmPLSKAVWa+BAAAANAeZlX9mVUBAMDQM6rdNwBA62yTJPFkGwY4C5OIj/5vyy8bKw/5bEzZpvXXBQAAAKCv5Bczo/T6h/q/Xi98lUF1+KrSP66NuHTs4OeouVL7oRFxQ4obKDB8BQAAAEDzmVUBAADdzg6DAMNMq3caXLjpcudPa+llIyJiyjYPtP6iAAAAANSU/GJm3+/TBrDqrNxea6X2PGoGsNJqYgDLyu0AAAAAzWNWlY1ZFQAADC12GASgaRZWdRPPn9a6nQY3lwUfiIg9WnPRTZIWlzIBAAAAhorkFzMjZuYIF/0+Inbb/G2W8FW9ldtTha/qrdzeopXaS6WSWRMAAABAk5hVZWNWBQAAQ0dTdhhcsGBBlEqlOOOMM3pfW7FiRZx44omxww47xIQJE+Lwww+PZcuWDXie++67L4455piYMWNGlEqluPjii2tea86cOTFp0qTYZptt4uijj44HHrCjFMBAmr3L4MKkf1mwrBU7DfbfWbB1nwuGYgAAAABN8vv8K7X/49q+32daqf3Qqu9bFMAqs3o7AAAAQAcyqwIAADpY4TsM3nnnnXH55ZfHPvvs0/takiRx9NFHx+jRo+Oaa66JyZMnx0UXXRRz586N+++/PyZOnFjzXM8//3zMnDkzjj322Hj/+99f8z0333xznHLKKTFnzpx48cUX46Mf/WgcdthhA54XgI2lwSebMMCpVxRslf5lwbLm7zSoLAgAAACQwkNJrpXbVy5u7LL/uDZi3y9lCF9VOjQizmht+AoAAACAFjCrAgAAulChOww+++yzcfzxx8eXv/zl2HLLLXtfX7ZsWdx+++1x6aWXxpw5c2KPPfaISy65JJ599tlYtGhR3fPNmTMnLrzwwjjuuONi7Ngae7BHxE9/+tM48cQTY6+99opXvepVccUVV8TDDz8cS5YsKfK3BtCVit5pMG1ZsBm7DE7Z5oEByoLNpywIAAAAkMFD2WYp5QDWzs/lv+S+P/ps7mPfdcbN+S9cgPNKX2jr9QEAAAC6mllVJmZVAADQ+QotDJ5yyilxxBFHxNy5c/u8vnbtxv3Tx40b1/vayJEjY8yYMXHLLbcUeQuxatWqiIiYOnVqoecFYGBZdxYssjSYvihYfKEwSRJlQQAAAIA8UgaxqldrzxPE6g1g7fDDzMeWA1jvin/NfuECfCo+HxGCWAAAAABNZVaVilkVAAAMDYUVBq+66qq46667YsGCBf1+tueee8bOO+8c55xzTjzzzDOxbt26+PSnPx3Lly+PJ554oqhbiCRJ4swzz4zXvva1sffee9d939q1a2P16tV9fgEMV43uMrgwyV4WLCuiNJh9V8HiSoOKggAAAADNs3Jx/wBWWdog1r4/+mz/1dozBLGqV2tvdRCrHMAqE8QCAAAAaA+zKrMqAAAYSgopDD7yyCNx+umnxze/+c0+uwiWjR49Or7//e/H7373u5g6dWpMmDAhbrrppnjjG98YI0eOLOIWIiLi1FNPjV/96lexaNGiAd+3YMGC6Onp6f01ffr0wu4BYCjKWxrMWxQsSvayYFnjpUFlQQAAAIAC1Fm5vV74Kot+4atKKYJY1QGs3tdbEMT6VHy+XwALAAAAgCYzq6rJrAoAAIaeQgqDS5YsiSeffDJmzZoVo0aNilGjRsXNN98c/+///b8YNWpUbNiwIWbNmhVLly6NlStXxhNPPBE//elP46mnnopddtmliFuI973vffGjH/0obrzxxnjZy1424HvPOeecWLVqVe+vRx55pJB7ABjKspYGiyoL5t1lMH9ZsHHKggAAAAAFqgpipQ1g1Vu5veZK7RnVC2C1wmDhKyu3AwAAADSRWVUfZlUAADA0FVIYPOSQQ+Lee++NpUuX9v6aPXt2HH/88bF06dI+uwj29PTEtGnTYtmyZbF48eJ405ve1NC1kySJU089Nf7t3/4tfvGLX6QqII4dOzYmT57c5xcA6RW9s2CW0uCUbR4oqCyY7xzKggAAAABN8FASKxdnX629OoiVKXxVZ+X2NAGsZqzcnmWldkEsAAAAgCYyqzKrAgCAIW5UESeZNGlS7L333n1emzhxYmy11Va9r1999dUxbdq02GmnneLee++N008/PY4++ug47LDDeo+ZN29e7LjjjrFgwYKIiFi3bl3cf//9vV8/9thjsXTp0thiiy1it912i4iIU045Jb797W/HNddcE5MmTYrly5dHxMZi4vjx44v47QEMG9skSTxZKtX9edFFwUrnT4v46P8O/J7idxV8ICL2SPVORUEAAACAzrTzcxFb/jznKu07/DDi8aN7v82yWvu74l/jq/H3+a5bJW34CgAAAIDOZlYFAAB0gkIKg2k88cQTceaZZ8aKFSti++23j3nz5sW5557b5z0PP/xwjBixedPDxx9/PPbbb7/e7xcuXBgLFy6Mgw46KG666aaIiLj00ksjIuJ1r3tdn3NdccUVceKJJzbl9wLQzeqVBptZFkyj+LJg2eClQWVBAAAAgOabMjWJlU/XX8yqni3/u8EL7/DDeNdbtsx1aKNBLOErAAAAgM5kVgUAAAxlIwZ/Sz433XRTXHzxxb3fn3baafHII4/EunXr4o9//GOcd955MWbMmH7HXHnllb3fz5gxI5Ik6ferXBaMiJo/T5JEWRCgAdtUFeRaVRY8f1rt15tXFhycsiAAAABA60yZmm0W0xvAGndW/oveenTuQ7+SnJT72EbmTucmp+Y+FgAAAIB0zKrSMasCAIDO07TCIABD2zZJEguT1u8sWF0abE1ZsPY1lAUBAAAAWi9tEKvfau15glibAlhfPeOgzIeWA1h5ZkjlY/KEqQSwAAAAAFrHrGpgZlUAANCZFAYB6DjnT9tYFGztzoJ9r6UsCAAAANCZtvzvGgGssrRBrFuP7rdae5YgVvVq7VlmSdXvzRKqEsACAAAA6CxmVQAAQCdSGASgrs9Ee0pzF5W+25brlkuDyoIAAAAA7VVv5fa64assqsJXlQYLYn0lOalfAKsszUyp3nvShKsEsAAAAADaw6wq33sAAID2URgEYECtLg2Wy4Ij456WXnejPSIiolQqteHaAAAAAFSqDmKlDmDVW7m9xkrttdQLYtULX6XVyCJVAlgAAAAA7WVWtZlZFQAAdD6FQQAG1arSYPXOgq0tDe7R5zulQQAAAID2mzI1iS3/O8dq7dVBrBThq0rVQay0Aax6Qas0Aax6QSsBLAAAAIDOYFZlVgUAAEPFqHbfAABUFwUrjYx7YkO8qsl3sEfNV0ulUkOraQEAAADQRuPOivjFg7kP/+oZB0Xyf2dmPi5Jkj6LUWWZL52bnBrnlb7Q53sAAAAAuoBZFQAA0EIKgwCk8plI4kNR/K57A5UFW6N2WRAAAACAzpAclUTp2hxzqaX5A1gRkSu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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 64 + }, + { + "cell_type": "markdown", + "id": "e51e0cd402cc02da", + "metadata": {}, + "source": [ + "### Tile 13, 12 - Fraser River, Douglas Island, Pitt River" + ] + }, + { + "cell_type": "code", + "id": "c7afc47a96ce8951", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:27.860177Z", + "start_time": "2025-09-30T18:45:27.378087Z" + } + }, + "source": "plot_tile(tile_x_min_max[12], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 65 + }, + { + "cell_type": "markdown", + "id": "85708eaf845fb045", + "metadata": {}, + "source": [ + "## Row 14 - Tsusiat Point to English Bay" + ] + }, + { + "cell_type": "code", + "id": "3ecaafc74b1b9a37", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:27.869890Z", + "start_time": "2025-09-30T18:45:27.867670Z" + } + }, + "source": [ + "y_min_max = numpy.array([445, 480])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "outputs": [], + "execution_count": 66 + }, + { + "cell_type": "markdown", + "id": "de6cc67643baa0c3", + "metadata": {}, + "source": [ + "### Tile 14, 0 - Tsusiat Point" + ] + }, + { + "cell_type": "code", + "id": "8ecf4252aa76d48e", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:28.401017Z", + "start_time": "2025-09-30T18:45:27.921900Z" + } + }, + "source": "plot_tile(tile_x_min_max[0], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 67 + }, + { + "cell_type": "markdown", + "id": "8611ca356d950dfc", + "metadata": {}, + "source": [ + "### Tile 14, 1\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "c2536d6f936a6db8", + "metadata": {}, + "source": [ + "### Tile 14, 2\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "937ef297d126d892", + "metadata": {}, + "source": [ + "### Tile 14, 3\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "d4ba6411c3608279", + "metadata": {}, + "source": [ + "### Tile 14, 4\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "15b35312f35cf30f", + "metadata": {}, + "source": [ + "### Tile 14, 5\n", + "\n", + "* all land" + ] + }, + { + "cell_type": "markdown", + "id": "6c5e24e70d0d6ac1", + "metadata": {}, + "source": [ + "### Tile 14, 6 - Ladysmith" + ] + }, + { + "cell_type": "code", + "id": "d91a824d52c65ab6", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:28.888837Z", + "start_time": "2025-09-30T18:45:28.408851Z" + } + }, + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 68 + }, + { + "cell_type": "markdown", + "id": "6667289932cd2fe6", + "metadata": {}, + "source": [ + "### Tile 14, 7 - Yellow Point, North Valdes Island, South Gabriola Island\n", + "\n", + "* surface islands off Gabriola Island" + ] + }, + { + "cell_type": "code", + "id": "1f8457f918491413", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:29.817015Z", + "start_time": "2025-09-30T18:45:28.897043Z" + } + }, + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 69 + }, + { + "cell_type": "markdown", + "id": "31e98068aefa80a8", + "metadata": {}, + "source": [ + "### Tile 14, 8 - Southeast Tip of Gabriola Island" + ] + }, + { + "cell_type": "code", + "id": "115b35c8c4a296f4", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:30.358225Z", + "start_time": "2025-09-30T18:45:29.874069Z" + } + }, + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 70 + }, + { + "cell_type": "markdown", + "id": "c599bee5a0d0ff6f", + "metadata": {}, + "source": [ + "### Tile 14, 9\n" + ] + }, + { + "cell_type": "code", + "id": "82a1f9c4b57f25c5", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:30.840584Z", + "start_time": "2025-09-30T18:45:30.366323Z" + } + }, + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 71 + }, + { + "cell_type": "markdown", + "id": "54e9418f05bd466d", + "metadata": {}, + "source": [ + "### Tile 14, 10 - Lulu Island and Point Grey\n", + "\n", + "* connect Fraser River North Arm spit" + ] + }, + { + "cell_type": "code", + "id": "74b1f6548569fa14", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:31.761693Z", + "start_time": "2025-09-30T18:45:30.848274Z" + } + }, + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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AGpCjjz662s+DBg2KfD4fjz32WEREvPPOO3HUUUdF586do7i4OEpKSmLvvfeOiIh//OMfBZ+nT58+0bp166qfO3XqFBtssEHMnj27at+RRx4ZG2ywQbU7S1122WXRsWPHOOKII6rNl8vl4gc/+EHVz/l8Prbccsvo0qVL7LDDDlX727VrV+M89913X/Tp0ye6du0aFRUVVVv//v0jIuLxxx8v+LoGDhxYY9/IkSMjIuKqq66q2nf55ZfHdtttF3vttVfBc/+3q6++On72s5/FhAkT4pBDDqlxPJfLrfK1qzo2c+bMGDRoUOyyyy5x4YUXVjt25513xr333htXXXXVaude2/PfdNNNcdRRR8Wee+4ZAwcOjAceeCAOPPDAuOiii+KTTz5Z43kAAAAAnU6WO53HHnss+vbtG506daraV1xcXOO9+Op3dfzxx1fbv/POO8c222wTjzzySMHn/G9HHXVUtT6mW7dusdtuu1Wdc2WmTZsWFRUVcdxxx1V7f5s3bx577713TJ8+fZ3z/OlPf4rRo0fH4YcfHmPGjKlxfF16rVmzZsWBBx4YG2+8cVx99dXVjj3zzDPxy1/+Mn73u99FixYt1piv0PNfccUVMWTIkNhrr73ikEMOiRtvvDFOPvnkuPHGG+P5559f43n+24ABA6J58+ZVP7du3ToOOuigeOKJJ6ruol5RURE///nPY9ttt41mzZpFPp+PZs2axZtvvlntn+Wdd945XnzxxRg1alRMmzYtysvLq51ryZIl8cgjj8Rhhx0WLVu2rPY7/sEPfhBLliyJv//972t9DQAAAFDf9GJ6sdXRizWMXgwAyA6LAAGgAencuXO1n/P5fLRv3z4+++yzWLRoUey5557x9NNPxwUXXBDTp0+PZ599Nu66666IiFi8eHHB52nfvn2NfaWlpdXmKC0tjREjRsTNN98c8+fPj08++SRuv/32GDZsWJSWllZ7bcuWLat9QSYiolmzZtGuXbsa52nWrFksWbKk6uePP/447r333igpKam2ffvb346IiE8//bTg6+rSpUuNfZ06dYojjjgifve730VlZWW89NJL8eSTT8bJJ59c8Lz/7brrrosRI0bE8OHD45JLLql2bP31149cLhefffZZjdf961//iohY6fvy/PPPx7777htbbbVVPPDAA9Xe40WLFsXo0aNjzJgx0bVr15g/f37Mnz8/li1bFhER8+fPjy+++CIi/vO7XdX5c7lctG3bdrXXd8wxx0RFRUU899xzqx0HAAAA/JtOJ7udzmeffVbj9xNR83f2VZeysixdu3ZdaddSqFWdf3VzfvzxxxERsdNOO9V4j2+77ba1en+/btq0aTFgwIDYd99946abbqrxxaKvPrf/bXW91uzZs6NPnz6Rz+fjkUceqTHmhBNOiAEDBsSOO+5Y1Wt99VkqLy+PhQsXRsS692pfd8wxx0RErNMCulX9npYtWxaLFi2KiIjx48fHOeecE4ceemjce++98fTTT8ezzz4bPXv2rPbP4cSJE+N//ud/4u9//3v0798/2rdvH3379q3q2z777LOoqKiIyy67rMbv96svIK7r7xgAAADqk15ML7Y6erGG0YsBANmRTzsAAFC4uXPnxoYbblj1c0VFRXz22WfRvn37ePTRR+PDDz+M6dOnV90RK+LfC8DqysiRI+Oiiy6Ka6+9NpYsWRIVFRVx0kkn1eo5OnToENtvv3387Gc/W+nxrl27FjzXqu6GdMopp8SUKVPi7rvvjgcffDDatm1b405khbruuuti2LBhMXjw4Pjtb39b45wtWrSILbfcMl5++eUar3355ZejRYsWsfnmm1fb//zzz0e/fv2iW7du8ec//znWW2+9asc//fTT+Pjjj+PSSy+NSy+9tMa866+/fhxyyCExderU2GKLLaJFixarPP+WW25Zo8T8b0mSREREUZH7SQAAAEAhdDo1ZaXTad++fcydO7fG/v/e99UXyT766KPYaKONqh378MMPo0OHDlU/N2/ePJYuXVpjzk8//bTauFWd66t9K/vy2le+mucPf/hDdOvWbZXj1sa0adPi0EMPjb333jvuvPPOaNasWY0x22233Sp7pYiIHj16VNs/e/bs6N27dyRJEtOnT6/x3kVEvPrqq/Hqq6/GHXfcUePYFltsET179owXXnhhnXq1//ZNeq1V/Z6aNWsWrVq1ioiIG2+8MY477rj4+c9/Xm3cp59+Wu3GW/l8PsaPHx/jx4+P+fPnx8MPPxxnn3127L///jFnzpxYf/31o7i4OI499tgYPXr0SvNsttlma30NAAAAUN/0YjXpxVZ9rq/26cWy1YsBANlhESAANCA33XRT9OrVq+rn22+/PSoqKqJ3795Vpc9/35nqd7/7XY15vhqzePHiaNGixTrn6dKlS/zwhz+M3/zmN7Fs2bI46KCDYpNNNlnn+VbmwAMPjAceeCC22GKLWH/99Vc57uvXtLZ69eoVu+22W1x88cXxyiuvxPDhw6OsrGyt57n++utj2LBhccwxx8TVV1+9yiLusMMOi1/+8pcxZ86c2HjjjSMiYuHChXHXXXfFwQcfHPn8f/4T7YUXXoh+/frFRhttFA899NBK34POnTvHY489VmP/RRddFI8//nj86U9/qirA8vl8HHTQQXHXXXfFL37xi2jdunVERLz33nvx2GOPxamnnrrG65wyZUqUlJRU+ywCAAAAq6bTyW6n06dPn7jnnnvi448/jk6dOkVERGVlZdx2223Vxu2zzz4R8e9FXjvttFPV/meffTb+8Y9/xI9//OOqfZtuumm89NJL1V7/xhtvxOuvv77SLzvdcsstMX78+KrPwuzZs+Opp56K4447bpW5999//8jn8/H222/HwIED1+qaV+bPf/5zHHroobHHHnvE1KlTa3wev3LYYYfFqFGj4umnn47vfe97EfHvL+/deOON8b3vfa/al9jee++96N27d1RWVsb06dNX+aWslfVa119/ffz+97+PqVOnVvui4Nr0aitzww03RETELrvsstpxK3PXXXfFJZdcUnUDrYULF8a9994be+65ZxQXF0fEv7+Y99/v3f333x8ffPBBbLnlliudt23btnH44YfHBx98EOPGjYtZs2bFtttuG3369Innn38+tt9++5V+8QwAAAAaAr2YXkwv1vB7MQAgOywCBIAG5K677op8Ph/77rtvvPrqq3HOOedEz549Y9CgQbFw4cJYf/3146STTorzzjsvSkpK4qabbooXX3yxxjzbbbddRERcfPHF0b9//yguLl7nL5OccsopVcXGdddd980ucCXOP//8eOihh2K33XaLsWPHRvfu3WPJkiUxa9aseOCBB+K3v/1tbLTRRtG6devo1q1b3H333dG3b99o165ddOjQITbddNOCr+OII46IXC4Xo0aNWuucd9xxRwwdOjS+853vxIgRI+KZZ56pdnyHHXaoKolOO+20mDJlShxwwAFx/vnnR2lpaVx00UWxZMmSmDRpUtVrXn/99ejXr19ERPzsZz+LN998M958882q41tssUV07NgxmjdvHr17966R6frrr4/i4uIaxyZPnhw77bRTHHjggXHWWWfFkiVL4txzz40OHTrEhAkTqsZdcskl8dprr0Xfvn1jo402innz5sU111wTf/7zn2PSpEkrLecAAACAmnQ62e10fvKTn8Q999wT++yzT5x77rnRsmXLuOKKK+KLL76oNq579+4xfPjwuOyyy6KoqCj69+8fs2bNinPOOSc23njjajdWOvbYY+OYY46JUaNGxcCBA2P27Nnxi1/8Ijp27LjSDPPmzYvDDjssTjzxxFiwYEGcd9550bx585g4ceIqc2+66aZx/vnnx49//ON455134vvf/36sv/768fHHH8czzzwTZWVlMXny5ILeg7/85S9x6KGHRufOnePss8+OF154odrxbbfdNtq0aRMRESeccEJcccUV8cMf/jAuuuii2GCDDeI3v/lNvP766/Hwww9Xu6Y+ffrERx99FNdcc03Mmzcv5s2bV3V8o402qrr7+cp6renTp0dExO67716tgyq0V7v55pvjrrvuigMOOCC6desW8+fPjzvuuCNuvfXWOP7446Nnz54FvTdfV1xcHPvuu2+MHz8+VqxYERdffHGUl5dXe58PPPDAuP7662PrrbeO7bffPmbMmBGXXHJJjTu9H3TQQdGjR4/Ycccdo2PHjjF79uz45S9/Gd26dYutttoqIiJ+9atfxR577BF77rlnjBw5MjbddNNYuHBhvPXWW3HvvffGo48+utbXAAAAAPVNL6YX04s1/F4MAMiQBADIvPPOOy+JiGTGjBnJQQcdlLRq1Spp3bp1cuSRRyYff/xx1binnnoq2XXXXZOWLVsmHTt2TIYNG5bMnDkziYjkuuuuqxq3dOnSZNiwYUnHjh2TXC6XRETy7rvvJkmSJBGRjB49ukaGbt26JYMHD15pvk033TTZZpttVnps8ODBSVlZWY39e++9d/Ltb397pec54IADqu375JNPkrFjxyabbbZZUlJSkrRr1y7p1atX8uMf/zhZtGhR1biHH3442WGHHZLS0tIkIqryfvX+ffLJJyvNmCT/fk9KS0uT73//+6scszqDBw9OImKV21fv71feeuut5NBDD03atGmTtGzZMunbt28yY8aMamOuu+661c759d/pqjKt7L1PkiR57rnnkr59+yYtW7ZM2rRpkxx66KHJW2+9VW3MPffck+yxxx5Jx44dk3w+n7Ru3TrZc889k1tuuWWt3x8AAABoinQ62e90kiRJ/vrXvya77LJLUlpamnTu3Dk5/fTTkyuvvLJGp1NZWZlcfPHFybe+9a2kpKQk6dChQ3LMMcckc+bMqTbfihUrkl/84hfJ5ptvnjRv3jzZcccdk0cffTTZe++9k7333rtq3GOPPZZERDJlypRk7NixSceOHZPS0tJkzz33TJ577rlqc371Xvy3qVOnJn369EnatGmTlJaWJt26dUsOP/zw5OGHHy74+r+ae1XbY489Vm383Llzk+OOOy5p165d0rx582SXXXZJHnrooWpjvrq2VW3nnXdeQZlW9rsvpFf729/+lvTt2zfp3LlzUlJSkrRs2TLZaaedkt/85jdJZWVlwe9NkiTJu+++m0REcvHFFyeTJ09ONtpoo6RZs2bJDjvskEybNq3a2M8//zwZOnRossEGGyQtW7ZM9thjj+TJJ5+s8bu/9NJLk9122y3p0KFD0qxZs2STTTZJhg4dmsyaNavGuU844YRkww03TEpKSpKOHTsmu+22W3LBBRes1TUAAABAfdOL6cX0Yg2/FwMAsieXJEnyjVYRAgBN2ksvvRQ9e/aMK664Yp3uKpUV9957bxx88MFx//33xw9+8IO04wAAAADUKZ0OAAAAAE2RXgwAgIbKIkAAYJ28/fbbMXv27Dj77LPjvffei7feeitatmyZdqy19tprr8Xs2bPjlFNOibKyspg5c2bkcrm0YwEAAADUCZ0OAAAAAE2RXgwAgIauKO0AAEDD9NOf/jT23XffWLRoUdxxxx0NshSLiBg1alQcfPDBsf7668ctt9xSoxRLkiQqKipWu7mnAgAAANBQ6HSaTqfjPVizNb0/K1asSDsiAAAAUEv0Yk2nE/IeAACNlScBAgCsxvXXXx9DhgxZ7ZjHHnssevfuXT+BAAAAAFgjnU7E9OnTo0+fPqsdc91118Xxxx9fP4EyZtasWbHZZputdsx5550XkyZNqp9AAAAAALVAL6YXAwAaL4sAAQBW47PPPot33313tWO6d+8erVu3rqdEAAAAAKyJTidi4cKF8frrr692zGabbRbt27evp0TZsmzZsnjppZdWO6Zr167RtWvXekoEAAAA8M3pxfRiAEDjZREgAAAAAAAAAAAAAAAAAGRUUdoBAAAAAAAAAAAAAAAAAICVy6cdABqKFStWxIcffhitW7eOXC6XdhwAAGiykiSJhQsXRteuXaOoyL1t1uSpp56K8847L+6+++5o2bJl2nEAqAN6KwAAyAa91do55ZRTorKyMi6//PK0owBQB3RWAACQHXqrwi1ZsiQOPvjg+MlPfhJ77bVX2nGgmlySJEnaIaAheP/992PjjTdOOwYAAPD/zZkzJzbaaKO0Y2RakiTxne98J/7xj3/ESSedFL/+9a/TjgRAHdBbAQBAtuit1uydd96JbbfdNpIkiVdeeSW22mqrtCMBUMt0VgAAkD16qzUbP358XH755bHVVlvFK6+84qYmZIpFgFCgBQsWRNu2beP++++PsrKytOMAAEDssMMOaUdIRXl5eWy88cYxf/78WG+99dKOk2n33XdfHHfccTFx4sS44IILYvbs2dG2bdu0YwFQy/RWAEBD1rtr74LHLui0oO6C1LJCO4sFCxrONbFmeqvCHXDAAVFUVBT5fD6+/PLLmDZtWtqRAKhlOisAoKFrjL3V2vQVeqvGRW9VmIULF8Ymm2wSZ511VlxyySVx1VVXxWGHHZZ2LKiSTzsANBRfreAuKyuLVq1apZwGAAAi2rRpk3aEVLnL0uqtWLEixo8fH0OGDIk+ffrEbbfdFqeddlpcffXVaUcDoJbprQCABq114UMbYxfSGK8JvdWavPrqq/HII4/EHXfcEUVFRTFw4MB48cUXo2fPnmlHA6AW6awAgAZPb5V2BOqA3mr1Tj/99OjWrVv07ds3/vWvf8Vpp50WBx98cBQXF6cdDSIioijtAAAAAEDtu+2226K8vDwGDhwYuVwuRo8eHTfffHN8/PHHaUcDAAAAoAk7+eST45BDDomuXbtG586dY+DAgTFmzJi0YwEAAADQhH366adx4403xsknnxy5XC4OO+ywWLJkSdx8881pR4MqFgECAABAI7N8+fI488wz48QTT4zS0tKIiNh+++1jxx13jFNPPTXldAAAAAA0Vc8880z8/e9/jxNOOKFq35AhQ2LGjBnx17/+NcVkAAAAADRl48ePj549e8YOO+wQERElJSUxfPjwmDhxYixbtizldPBvFgECAABAIzN58uTI5XJx4IEHVts/atSouOuuu+K9995LKRkAAAAATdmYMWPiyCOPjA4dOlTtW3/99ePoo4+OsWPHRpIkKaYDAAAAoCn64IMP4vbbb49Ro0ZV29+/f/8oLS2Nc889N6VkUJ1FgAAAANCILF68OK666qoYOXJk5PP5ase22mqr6NOnT4wZMyaldAAAAAA0VY8++mi89tprceyxx9Y4dvTRR8fbb78df/7zn1NIBgAAAEBTNnbs2Nhzzz1j6623rra/uLg4Ro4cGVdffXV88cUXKaWD/7AIEAAAABqRs88+O9q2bRt9+/Zd6fERI0bEgw8+GK+//no9JwMAAACgqUqSJE455ZQ47rjjok2bNjWOt2rVKgYPHhzjxo3zNEAAAAAA6s1bb70V9913X5x00kkrPd67d+/o1KlTnHXWWfWcDGqyCBAAAAAaifLy8rjuuuti9OjRUVS08j/5N9544zjwwAPj5JNPrud0AAAAADRV99xzT3z44Ydx5JFHrnLMoEGD4rPPPou77rqrHpMBAAAA0JSNGTMmvv/978emm2660uO5XC5Gjx4dN9xwQ8yfP79es8F/swgQAAAAGonTTz89Nttss9htt91WO27YsGHx5JNPxsyZM+spGQAAAABNVWVlZUyYMCFOOOGEaNGixSrHNW/ePIYOHRqnnXZaVFRU1GNCAAAAAJqil156KR577LEYPnz4asftvPPO8a1vfSsmTJhQT8lg5SwCBAAAgEbg008/jZtuuilGjx4duVxutWM32GCDGDRoUIwZM6ae0gEAAADQVN16663x5ZdfxoABA9Y49tBDD43ly5fHBRdcUA/JAAAAAGjKxowZEwMGDIjOnTuvdtxXTwO85ZZb4uOPP66ndFCTRYAAAADQCJx66qnRs2fP2GGHHQoaP3jw4HjxxRfjySefrONkAAAAADRVy5YtizPPPDOGDx8ezZo1W+P4fD4fJ510Ulx55ZWxdOnSekgIAAAAQFP0t7/9LZ599tkYMmRIQeO322672GmnneLUU0+t42Swavm0AwAAAADfzPvvvx933HFHXHPNNQW/pm3btnH00UfH2LFjY+bMmWt8eiAAAADUhec+eK7wwau/GXPdu7bwv50//bywcTM23rjw80+dWtCwXr16FT4n1LHzzjsvSkpKon///gW/Zr/99ovrr78+fvKTn8Qll1xSh+kAAABg1Rpjb1VoZxWxFr1VgZ1VhN6K7EiSJMaMGRNHHXVUtGvXruDXjRo1KgYPHhyzZ8+Obt261WFCWDlPAgQAAIAGbuzYsbHXXnvF1ltvvVavO/roo2PWrFnxpz/9qY6SAQAAANBUffnll3H11VfHyJEjI58v/B7VxcXFMWrUqLj22mvjiy++qMOEAAAAADRFDz/8cLz55ptxzDHHrNXrttxyy9hnn31i7NixdZQMVs8iQAAAAGjA3nrrrbj//vtjxIgRa/3asrKyOP744+PUU0+NFStW1EE6AAAAAJqqiRMnRseOHWOfffZZ69futddeseGGG8YZZ5xRB8kAAAAAaKqSJIlx48bFcccdF61bt17r148YMSKmTZsW//znP+sgHayeRYAAAADQgI0ZMyb69+8fm2666Tq9/oc//GEsWLAg/vCHP9RuMAAAAACarAULFsTvf//7GD16dORyubV+fS6Xi9GjR8cNN9wQn3/+eR0kBAAAAKApmjp1anz88cfxox/9aJ1ev9FGG8WBBx4YY8aMqeVksGYWAQIAAEAD9dJLL8Vjjz0WJ5544jrPUVpaGsOGDYvTTz89KioqajEdAAAAAE3VaaedFltssUV873vfW+c5dtxxx9h2221jwoQJtZgMAAAAgKaqsrIyTjvttBg2bFg0b958necZOnRoPPnkkzFz5sxaTAdrZhEgAAAANFAnn3xyDBgwIDp37vyN5jnooIMiSZKYPHlyLSUDAAAAoKmaN29e3Hzzzev8FMCvGzVqVNx6660xd+7cWkoHAAAAQFN1wQUXxNKlS+PQQw/9RvNssMEGMWjQIE8DpN5ZBAgAAAAN0FNPPRUzZsyIIUOGfOO58vl8nHTSSXHVVVfFkiVLaiEdAAAAAE3VuHHjolevXtGzZ89vPFePHj1il112iVNOOaUWkgEAAADQVC1btiyuvPLKGD58eJSUlHzj+QYPHhwvvvhiPPHEE7WQDgpjESAAAAA0MEmSxJgxY+LII4+Mdu3a1cqc++67b6y33nrx4x//uFbmAwAAAKDpee+99+Kuu+6KkSNH1tqcJ510Utx9993x7rvv1tqcAAAAADQt55xzTjRv3jy+//3v18p8bdu2jWOOOSbGjh0bSZLUypywJhYBAgAAQAPz8MMPx1tvvRXHHntsrc1ZVFQUo0aNiuuuuy4WLlxYa/MCAAAA0HSccsop0bt37/jWt75Va3NuscUW0a9fvxg7dmytzQkAAABA0/HFF1/ENddcE6NGjYri4uJam/eoo46K2bNnx5/+9KdamxNWxyJAAAAAaECSJIlx48bF4MGDo1WrVrU69+677x4bb7xxnHHGGbU6LwAAAACN3xtvvBEPPPBAjBgxotbnHj58eDz00EPx2muv1frcAAAAADRuZ511VnTu3Dn23nvvWp23rKwshgwZEqeeemqsWLGiVueGlbEIEAAAABqQP/7xjzFv3rw44ogjan3uXC4Xo0ePjilTpsRnn31W6/MDAAAA0HidfPLJccABB8Qmm2xS63NvuOGGcfDBB8fJJ59c63MDAAAA0HjNnz8/fv/738fo0aMjl8vV+vyHH354LFiwIO64445anxv+m0WAAAAA0EBUVlbGaaedFsOGDYvmzZvXyTl69eoV22+/fZx66ql1Mj8AAAAAjc/zzz8fTzzxRAwbNqzOzjF06ND429/+Fs8++2ydnQMAAACAxmX8+PGx9dZbx84771wn85eWlsaJJ54YZ5xxRlRUVNTJOeA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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 72 + }, + { + "cell_type": "markdown", + "id": "7532b07eea98aa96", + "metadata": {}, + "source": [ + "### Tile 14, 11 - English Bay" + ] + }, + { + "cell_type": "code", + "id": "41aa6fdf875381f8", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:32.309830Z", + "start_time": "2025-09-30T18:45:31.819514Z" + } + }, + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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ZdreNwQWl739zO00EAAAAtsw+yU5iyYIc+ELKx8ZWnP3ubet7+m7b1h4AAOiU2hxYMH/+/Nx44405+OCDy2VFUeSUU07J008/nfvuuy+PPfZYRo0alXHjxuW1116r2NfgwYNz2WWX5de//nV+//vf55xzzsk555yTBx98sHzO3Llzc+GFF+bRRx/N7Nmz88Ybb2T8+PGb9XvCCSdk2bJl5eOBBx5o6yW2mF+aO4/6Zh6J0FJtyVqwoPhBFhQ/aPOY2+Tfr33ziOACAAAAOo59kp3fmvO3sMdxwBlvHtugNLJ1WQ6mlf6tyQEAAOx82hRYsHr16kycODE33XRTdt1113J5fX19Hn300cyYMSOHHXZYDjjggNxwww1ZvXp17rrrror9HX300Tn11FPzzne+M/vss08mT56cgw8+OPPmzSuf89Of/jSTJk3KgQcemHe/+9255ZZb8vzzz2fhwoVN+qqurs7w4cPLx+DBg9tyia3ml+bOo72DCzYEE2wcULDgP89r85hJWpe1YKOAgo0JLgAAAIDu44mXt7z/sVlwwaYBBaO2EFzQXNaCPXd760jLggsqBRIILgAAgJ1PmwILLrzwwkyYMCHjxo1rUt7Q0JAk6dOnT7msqqoqvXv3bhIksCVFUeRnP/tZnnzyyXzgAx+oeN7KlSuTZLPAgTlz5mTYsGHZf//9c/7552fFihUV+2hoaMiqVauaHNtCcEH30FxwQXPBBJud097BBRUCCjYmuAAAAICOYI9k59Ci4IK2ZiiYvttmwQSbai64oFT6U/nYkkrBBRs/AhUAAOg4rQ4smDVrVhYtWpS6urrN6kaPHp1Ro0Zl2rRpefnll9PY2Jirrroqy5cvz7Jly7bY78qVK/O2t70tvXv3zoQJE3LdddfluOOOa/bcoigyderUvP/978+YMWPK5SeeeGLuvPPO/PznP8/Xv/71zJ8/P8ccc0w54GFTdXV1GTRoUPkYOXJkK1aCzmxbshYkbwYXtCSYYFPtElzQgoACAAAA6GiCC3YOzQUXNPZ769ii5rIWvOtHbx0tUBr5dIuDCTa1cXBBc8EEggsAAKDjtCqwYOnSpZk8eXJmzpzZJCvBBr169crdd9+dP/3pTxk8eHD69euXOXPm5MQTT0xVVdUW+x4wYEAWL16c+fPn56tf/WqmTp2aOXPmNHvuZz/72fz+97/f7PEKZ555ZiZMmJAxY8bkwx/+cH7yk5/kT3/6U+6///5m+5k2bVpWrlxZPpYuXdqyhdgCvzR3Hm0NLqj/y4JtCkzYLsEFG4IJ2hBQ0OqsBf1KTQ8AAABoIfskO4cnXl6Qxr5v/rzh3w1WnrBw8wYbG3VG5WCCa1oWXFDJVamcrXSDrWUnEFwAAAAdo1WBBQsXLsyKFSsyduzY9OzZMz179szcuXPzrW99Kz179sy6desyduzYLF68OK+88kqWLVuWn/70p3nppZey9957b3kiPXpk3333zSGHHJKLL744//iP/9hsVoTPfe5z+eEPf5hf/OIX2XPPPbfYZ01NTUaNGpX6+vpm66urqzNw4MAmx/bgl+auabOAgqOP7vA5rP7Uf2T1p/5jm/tpUXBBpUACwQUAAAC0gn2Snd8WgwuO20rgwZaCC65Z9ObRzgQXAABA+2tVYMGxxx6bJUuWZPHixeWjtrY2EydOzOLFi5tkJRg0aFCGDh2a+vr6LFiwICeffHKrJlYURZNHGBRFkc9+9rO555578vOf/3yrgQpJ8tJLL2Xp0qWpqalp1dh0H1vLPLAhmKDieW0MLmht1oJNAwpWnzGlTeNurGJwQUsyEwguAAAAgE7lqWVzt1i/WXDBcQvfCio4csqWO980uGDTgIJ//33Fps1lLbgqx5QPAABg59CzNScPGDAgY8aMaVLWv3//DBkypFz+/e9/P0OHDs1ee+2VJUuWZPLkyTnllFMyfvz4cpuzzjore+yxRzkjQV1dXWpra7PPPvuksbExDzzwQG6//fbMmDGj3ObCCy/Md7/73dx3330ZMGBAli9fnuTNAIa+fftm9erVmT59ej7ykY+kpqYmzz77bL7whS9kt912y6mnntq21dkGY8eOzcKFW4noZqdQ/5cF2W+P2s3K2tuC/zwvtYP/rWL91jITrD5jSt7WhkchbKz0/W+mOH3ymy9aGyzQr5S8XmzT+AAAAHQP9kk6h5UnLMygdRUqj5ySPHJt5cbX/CjJHpXr//33yRkHN1v1ZnBBpW3Kp5LsU7nfv/tK6fpcXnx2q+cBAABt06rAgpZYtmxZpk6dmhdffDE1NTU566yzcvnllzc55/nnn0+PHm8lS3jttddywQUX5IUXXkjfvn0zevTozJw5M2eeeWb5nA1BBkdv8g3xW265JZMmTUpVVVWWLFmS22+/Pa+88kpqamrywQ9+MN/73vcyYMCA7X2ZLeKX5s5jmwIJjj46mTOnTU2bCy7YHo86aBXZBwAAAKDbeGrZ3Bww8r81KWuyLzK8NhU1F1zwD1Pe+vlX39/y4M0FF0z/+/bk9C01rBxc8OVcV/5ZcAEAALSfbQ4smLPJH1QvuuiiXHTRRa1qc8UVV+SKK67YYpui2PI3o/v27ZsHH3xwi+dAu9nG4ILRl1zSprbbI2vBNmlL1oJrNglkmCrrAQAA0LnV1dXlC1/4QiZPnpxrr702SfLiiy/m0ksvzUMPPZRXXnklH/jAB3Lddddlv/32q9jPPffckyuvvDJ//vOfs3bt2uy33365+OKL88lPfrLJWPfcc0/+4z/+I3379s2RRx6Zr33taznggAPK50yaNCm33XZbk74PP/zwPProo9v3wlvJFzB2Hlv6gsWC5QtSu7XggqoKdf9wesuCC/7wns3Lp6dVwQUbBxQAAADtr8fWT2FbjB07dkdPgZ3V0Ue/dWyD1WdMaVO7BWdMyYI2tm2ipRkPriltHlSwoRwAAKCTmj9/fm688cYcfPBb38IuiiKnnHJKnn766dx333157LHHMmrUqIwbNy6vvfZaxb4GDx6cyy67LL/+9a/z+9//Puecc07OOeecJl+kmDt3bi688MI8+uijmT17dt54442MHz9+s35POOGELFu2rHw88MAD2//i28A+See2YPmCLFi+layP/3B65brBp795VDJ9azN4Kl/OdVsMKvhK6fqtdQIAALTBdn8UApsTkd9NtCRrQYUggv9YsCCja7fwbYDtaNNggoVrkrF9t7HTSpkLWho0cE1J5gIAAKDTWb16dSZOnJibbrqpSSbG+vr6PProo3n88cdz4IEHJkluuOGGDBs2LHfddVfOO++8Zvvb9PGPkydPzm233ZZ58+bl+OOPT5L89Kc/bXLOLbfckmHDhmXhwoX5wAc+UC6vrq7O8OHDW3wtDQ0NaWhoKL9etWpVkmTt2rVZu3Zt+eeN/22r9evXb1N72mbDurdk/X/719/mqN2PKr+e++LcN9vmzba/XfrbHFVzVLNtkyTvPSv59e1vvd71rDf/Lf6+AfG+Mcmvf9d82y8nqduk7JS3fuxx79b3Grb1Pbqz2V7/7dHx3LvOy73r3Ny/zsu9aztrRkcoFVt7xkA3smrVqgwaNCgrV67MwIEDt3v/ggu6iU2DC1qRkWBbggu29EiElmQm2ObgguSt4IK2ZCEQWAAAbIP2/iwP0Jyzzz47gwcPzje+8Y0cffTROeSQQ3LttddmyZIlOfjgg/PnP/85++zzVur2mpqaHH/88bn11lu32ndRFPn5z3+ek046Kffee2+OO+64Zs/785//nP322y9LlizJmDFjkrz5KIR77703vXv3zi677JKjjjoqX/3qVzNs2LCK402fPj1f+tKXNiv/7ne/m379+m11vgAAwI7z+uuv5+Mf/7h9EdqVjAWwvW3Dow22JXPB6jOmbBZcsF0eddAa2/JYA1kLAACATmTWrFlZtGhR5s+fv1nd6NGjM2rUqEybNi3f+c530r9//1xzzTVZvnx5li1btsV+V65cmT322CMNDQ2pqqrKDTfcUDGooCiKTJ06Ne9///vLQQVJcuKJJ+b000/PqFGj8swzz+Tyyy/PMccck4ULF6a6urrZvqZNm5apU6eWX69atSojR47M+PHjyxuTa9euzezZs3PcccelV69eW12jrVm8ePE290HLrV+/PsuXL8/w4cPTo8f2ezrqppkL5i6b+1bdyi1kNUg2z1pw+Lvf+vnWChkN/u6yex9qtvze7FL++ZGVZ2x5/L8bPmhEs+XLV/61Re3b2/b+b4+O4951Xu5d5+b+dV7uXdttyDgG/3/27j08qure//hnEnMnhFtCAkJAxNISKe3EgrQWkJBCqRWvCJQAxdsPFDg5VkWlRkFigVJ6pFjI8YIKQYG2tJXKrQbKESoJpga0NooY1AQqlcQAJjHs3x8hQyaZveeayyTv1/PMk8xee+21J8uR7JXPfHdzIljQgrglAjzhb7jgnz6OG5BbIvjLy3DBE3IOMjwsggkAAAAAmt/x48c1b9487dixQ5GRkU3aw8LCtGXLFs2aNUvdunVTaGio0tLSNH78eLfHjo2NVWFhoSorK7V7925lZmbqsssua3KbBEm655579Pbbb2vfvn1O2ydNmuT4PiUlRampqUpOTtarr76qG2+80eW4ERERLkMHYWFhTRZ1XW3zxVVXXcU6SSsICQkJaLDgbyf+1miABm1d/6bU0xZrHCOukMzuzDDzCmntB6ZdH5kwXo9v3uZ4vkldm+xjD39FbxtTTY8Rbetkfm5Sm/uDRqDee2h5zF3wYu6CG/MXvJg77/HzQksgWNDCCBfAE76EC/6Zn1/3jR+3U/A1XFDwt7qx7Xt8H9sbjQMFDbcTLgAAAADQ3AoKCnTy5EnZ7XbHttraWu3du1erVq1SVVWV7Ha7CgsLVV5erurqasXHx2vYsGFKdXPNFhISossvv1ySNHToUL377rvKzs5uEiy499579cc//lF79+7VpZdeannMpKQkJScnq7i42LcX3IxYJ+m48rv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zgV/nRbgAAAAALYlbIaDNoNSfB/LyLoYKJKmwsMVPwf5Bqs+hAr988UzdIwC4JQIAAAAAoK1jnaR1XZKa6nj4YvDP6h5WCucMMG/sc8ijcbgtAgAAAFoKwQK0KVw0u1AfJmgYKGjI13CBl7dRCGSgwKjwYufGgYJXCBcAAAAAAIDAMwsTWC2gVjd63jhQ8M2F1mM2CRf0OeQIFax55TvWnQEAAIAWRLAAbQ7hgguswgSB4iZcUB8maI4KBW7DBVYVCggXAAAAAAA6ANZIWsioUXUPC+7CBVYVCjwKFzQIFDTkSbiA9Q0AAAC0hEta+wQANOBrkKCwUBo61Le+p09LXbo4bWqpWx0YFZKtc6ONnt7u4JVnpFtnBfycAAAAAABoS+x2uwoKClr7NNqnRmGCrzp10iWVlaa7h0g632jb0AtfjWWSzeLWB99cKP1jkfO202Geneaz6+wa22jbGi1zem6z2WQYhmcHBAAAAHxAsABtUoe7aPb1dgaNj+FHuMB+Ks3/c/CBUSHZbD5WICBcAAAAAADoADrcOklzs6hO4Em4YIhJmyfhgj1Pum7Lu+kWjdqyybyzpGf1a53TOdN2wgUAAABoTgQL0GZ1iIvmxoGCLl3c3p4gkOwfNQgTdGqxYR1s4y9881rLj82FNgAAAAAgmHSIdZLmNHGix7u6Chd8M+ri94b53/ZdhgvOT/F4aBNnJHXxaE/CBQAAAGguBAvQprXLi2Z31Qn8CRd4ULXAKUzQUKVaLFzgCBTUGzdLeq1lqhZwcQ0AAAAAQAdhFibwYO3lq06dZK91XbnAFuU+XGC85brtmrelv5mUPGhateCM8w7rnpZunWE+MAAAANCMQlr7BAB37HZ7a59CYBQWen7Lgy5d/BunEftHaY6HJfNKf36zjb/4cGmcH7c0eMU6lGAYhuMBAAAAAECwajdrJM0sJjVVMamp1jtZrL3Yr6yU/UrfFklq3q17WLnmbfO2vJtuUV2g4IzrHV553u052Gw2t/sAAAAA3qJiAdCcPA0SuOJn5QJ71/t8HzuATIMEgeaicgFBAgAAAABAe9MuqzsGgKsgQczHH+vMpZead2q09tIkTDBUUqHrro2rFjQOE3wVKV3ypfnQrioXjPrQfH8nrzzvtnIBt0QAAABAoFGxAEEh6BL5zz9f92gFdtt9stv8CBUEoGqB2+oEZvypWiBJrzyj4XqR6gQAAAAAgHYt6NZJmpG76gQxH39sfYAuXXyuUGCLsq5Q8FWkdf9r3q4LE9Q/HL49w/3gHlQuAAAAAAKJigUIGkGRyG8cJigslIYO9f14XlQtaBImOC2pi4/jVkrq5H03200Xvjnr47hSXbjgNetbG7gy/NZwx/dX217SfuMnfpwEAAAAAABtW1CskzQjt7c6aLivi8oF9q83CBxYZQqGqknVgi8PX/w+pNp6bFeVC6YObfDkA5OO354hHXreddut8daDXkDVAgAAAAQSwQIElTZ70WxVnaCZwwWW1QlOy/dwgRccgYJ60fIvXOCFhoGChggXAAAAAADQ/ngTKHDq9/HHGjTWpLGT3IYLvnzJddP5cM/CBdMHuW67bYC00dNwwfQe0jlbgx1elTTBenAAAAAgQAgWIOi0qXCBp7c7aIZwgce3Ozgt38IFbqoWNAkTNOZPuMBN1QKzMAEAAAAAAB1Jm1ojaUaRPoYJJOlrnu5oES6oWmfd1Spc8IhJoMBj354hXflnKfcrkx0IFwAAAKBlECwAvOVpmKCxAIQL7OW3+9b3tAIWLnAbKGgowOECbwMFVC0AAAAAACA4mYUJaiWFuulrFiYwdko2s6oFUpNwQcNAga1WMiwGbhwuaBwo6CPpuElfl1ULDuVYnGhjTcMF3AIBAAAAgUawAEGpNRL5oRcuaGvvuadFx5Uke5iPgYJAqJRs0/3o72e4YHjnF/0YnHABAAAAAKB9a29VCzypTmAVLnBXocCTcEHVb1w3eRIu+Pll5u1uwwWbTMIE68ok9TA/sCTpVUXpVp01rO7pAAAAAPiOYAGCVktdOIc2uqANXbXK93CBl1ULmgQKekj6zLehfalaMPmnF76p9XFMf/ysPqr/RisMDgAAAABA8GgP4QJvb3fQOFzg8S0PZBIueNKzvq7CBa9YhAkacxUu2Ojn1EXpVsf30bZOhAsAAADQLAgWIKg114Vz4zBBk/ZmDBe4rU7QzOECR5iggdtCpY3+hAu8qVrwM+fafwfuGqHha/wLF1C1AAAAAACAtsnbQEFDtZK+4WNfY6dkM1lSivhCqoo172urlV4e6LotRdJhN2P3kbTM1diX3SEdtbgFwroy6dYkx9OGgQIAAACguREsQNALZLjAXaAgYFyEC1rsdgen1SRc4CpM0Fizhwt+1vhmghcRLgAAAAAAwFrQVS2YMcPnrr38GNa2xY/Okt7v434fq3DBMrN7IdRzFy545VNF3Trf8hBULQAAAEBzCPGnc3Z2tmw2m+bPn+/YduLECc2YMUO9evVSdHS0xo0bp+LiYsvj5OTk6JprrlHXrl3VtWtXpaWl6c0333Tap1+/frLZbE0ec+bMcewzY8aMJu3Dhw/35yWiAwhNTXU8vOq3apV/AxcWyh52u+PhFXe31XPndF2YoP7hqdss7iPokWgX2372gWWooN6Bu0b4OTgAAAAAAO2b3W5v7VOwNmPGxccFX6akeNS1V4NHQ6c96GvbcvHh5Jh5n4gvnJ+/38c5VGD/0nrMxq9q2fFGoYIEi86X3WHSECev73MJAAAABIjPwYKDBw9q7dq1GjJkiGObYRiaOHGijh49qq1bt+qtt95ScnKy0tLSdObMGdNj5eXlafLkyXr99de1f/9+9e3bV+np6frkk0+cxistLXU8du7cKUm65ZZbnI41btw4p/22bdvm60tEEPHlwtn+aqrsr/pXocDXcIH9hlWy3+BnMMHHcMEPM+sevgpIuKA+TOBBoKAhwgUAAAAAAFgLeLhg5cqLDx90Tk11PMxYhQsGx9c9fGErML/dgcMx86aIL5oGChryJFzQJFDgqcvuUF2IoIvqAgUXnXvlebfdbTabD4MCAAAA5ny6FUJlZaWmTp2qnJwcLV682LG9uLhYBw4c0OHDhzV48GBJ0urVq5WQkKDc3FzdfrvrT2WvX7/e6XlOTo42b96s3bt3KyMjQ5IUH+98BfHkk09qwIABGjlypNP2iIgIJSYmevQ6qqqqVFVV5XheUVHhUT+0TZ6U/HMVJBj6mFT4aHOdVaPxG4cJLpX0ccuM3ThMUK7Gl6UtYPPvW3pESeIWCAAAAACADsXv2yKYhQhWrpQaVC41YxYi6Hz4sCpMQgRfpqQo8vDFGwg0DhN0jZc+/7fr8U7L+XP8TcIE/WQZINCxC/s0sPXbdV8vdxMesH8pFUQ6b5te2OBJd4vOCZJONtp2dJn1gBece+V5Rd06w3Wb6j7gZbPZZBiGR8cDAAAA3PGpYsGcOXM0YcIEpaWlOW2v/yN9ZOTF36ZDQ0MVHh6uffv2eXz8s2fPqqamRt26dXPZXl1drZdeekk//elPm6Rv8/LylJCQoCuuuEJ33HGHTp5s/Nv5RdnZ2YqLi3M8+vTx4CZpaNNcpfLrKxNYVScY+pjvY7qrWlBfncC0QsGlvo/trmpBfXUCswoF5T4O63XVgs2/dw4VjH7bx5G9q1qw3/gJoQIAAAAAAALJonJBXGqq4ry81WRDX6akWFYo6GpRueC03FQo6Odm8GN1YYL6R733I017ONi/rAsT1D+cnHLTOUF1YYL6R+OTstC4csE5nXGECupRuQAAAACB4nXFgo0bN+rQoUM6ePBgk7ZBgwYpOTlZCxYs0Jo1axQTE6MVK1aorKxMpaWlHo/x4IMPqnfv3k2CC/X+8Ic/6PTp05rR4H5skjR+/HjdcsstSk5O1ocffqiFCxfq2muvVUFBgSIiIpocZ8GCBcrMvPgX14qKCsIF7YDdbpce9/6iyZ/KBaGrVqn2nnucz8ObWx34U7mgh6TPnDf5c6sDT90WKm2stdjBXXWC0W9Lrw+x3sfEgbtGaPiaN0zbCRMAAAAAADo6v6oWzJ9vfeuDRpULGocJbJLMPifvqmqB3XbYZO+mXFUu6Pp/HnbupyZ/qz/yQ/fd3o80r1yQ4i44YOXAkx7sdExWqYhzrzwv3XqLabtE5QIAAAAEhlfBguPHj2vevHnasWOHU1WCemFhYdqyZYtmzZqlbt26KTQ0VGlpaRo/frzHYyxdulS5ubnKy8tzOYYkPfPMMxo/frx69erltH3SpEmO71NSUpSamqrk5GS9+uqruvHGG5scJyIiwmXgAB2Xv+GCobv9GNzPcMEPM3zr6s8tEVyGC1rodgeuwgUECgAAAAAAuKi5wwVxL71k2uwuXDDwSpPGREll1qfWNV7SH1w0fCnJXYWBftKRb7huuvxL8woFjcMFTQIF8ZJMbtWgU3K+JUKTQEGtJKvykCWSBjhv+vTbLvcEAAAAmotXwYKCggKdPHnSqdx8bW2t9u7dq1WrVqmqqkp2u12FhYUqLy9XdXW14uPjNWzYMKV6UAZt+fLlWrJkiXbt2qUhQ1x/kvmjjz7Srl279Lvf/c7t8ZKSkpScnKzi4mLPXyTah58bPlUt8FXYuQvfmH+IvtnYJtd99Ty+05Tf4YKXfQwT+FG1QKoLF1y6ZoyOGx/6fAwAAAAAANozl+GC06cvft+li3lnF+GCUIswQWOuwgXJnnS0Chc876avRbig3M9Cpe9HShM/sdjBXbig2KpCgbtwgaTSb0qGi31WfiDNH9B0ewPX2n6kvxp/tj4+AAAAYMGrYMGYMWNUVFTktG3mzJkaNGiQHnjgAYWGXvzFNi6u7s+UxcXFys/P16JFiyyPvWzZMi1evFjbt2+3DCE899xzSkhI0IQJE9ye76lTp3T8+HElJSW53RftkI/hAm+qFjgCBRccGSEN9idc4EXVgvpAQb2/1Ejjw/wY20sbNz0TmAP5GC64dM0Yx/d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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 73 + }, + { + "cell_type": "markdown", + "id": "1b081a35e7fc3d75", + "metadata": {}, + "source": [ + "### Tile 14, 12\n", + "\n", + "* all land" + ] + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Row 15 - Klanawa River to Cypress Mountain", + "id": "4ea05af7076fa5f2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:32.319091Z", + "start_time": "2025-09-30T18:45:32.316905Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([475, 510])\n", + "y_slices = {\n", + " \"sgl\": slice(*y_min_max),\n", + " \"dbl\": slice(*y_min_max *2),\n", + "}" + ], + "id": "702a9a40afe26e06", + "outputs": [], + "execution_count": 74 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 0 - Klanawa River\n", + "\n", + "* all land" + ], + "id": "42b71920bafa5c65" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 1\n", + "\n", + "* all land" + ], + "id": "2f54b71308a9762" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 2\n", + "\n", + "* all land" + ], + "id": "580961c31f987b3f" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 3\n", + "\n", + "* all land" + ], + "id": "98c1e845e32a6ee3" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 4\n", + "\n", + "* all land" + ], + "id": "31da3007b953bf4b" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 5\n", + "\n", + "* all land" + ], + "id": "a2f14f11e77ea281" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 6 - Saysutshun (Newcastle Island)\n", + "\n", + "* Fix Protection Island by extending it 1 pixel south and separating its north end from Saysutshun" + ], + "id": "eeb89741a7b1921e" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:33.186975Z", + "start_time": "2025-09-30T18:45:32.368453Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[6], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "7c44df160e7a689a", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 75 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 7 - Harmac, Dodds Narrows, Mudge Island, North Gabriola Island\n", + "\n", + "* Improve Duke Point" + ], + "id": "e03de4877204a6d" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:34.153480Z", + "start_time": "2025-09-30T18:45:33.238918Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[7], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "ca22cb335b56f91b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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W73znO+Oggw7qtXz48OExefLkktelo6MjOjo6eu6vW7cuIiI6Ozujs7Oz5H4YuNf/vv7O1AvvaerJtt7PS5YsqXI1MDTd3d29/p+hWbRoUey9995pl5Fbvm9Qb7ynyyuvf8c85FQAQN/8pgryze+pAGqfiXUAwFYJfoC3EgYBkCWzZs2KI488Mtrb23v9YOn1H/6MGDGiZ1ljY2MMGzYsHnzwwa3+YOmtNmzYEJ2dnTF+/Pg+H9+0aVPccsstce6550ahUOj12MKFC2PSpEnxtre9LQ466KC49NJLY9KkSVt9rblz58YXv/jFLZbfe++9sd1225VUL0OzYMGCtEuAsvKepp54P1NPVq9enXYJdeP5559Pu4Tc8/lMvfGeLo8NGzakXUIq8pBTAQBv8Jsq4M38ngqgtplYBwD0IvgB+iMMAiAL5s+fH4sXL45FixZt8dgee+wRra2tMWfOnPjOd74To0aNiiuvvDJWr14dq1atKvk1vvCFL8ROO+0U7e3tfT5+++23x8svvxynnnpqr+VHHHFEnHjiidHa2hrPPPNMXHjhhfGhD30oisViDB8+vM++5syZE+eee27P/XXr1sXUqVNjxowZMWbMmJJrZuA6OztjwYIF8eEPfziam5vTLgeGzHuaevL6+3ny5MnR0NCQdjkwJN3d3bF69Wrv5wpw5brq832DeuM9XV55vLpZXnIqAMg7v6kCtsXvqQBql4l1AEBECH8AAKgdK1eujHPOOSfuvffeXmf7fl1zc3P8+Mc/jtNPPz3Gjx8fjY2N0d7eHkcccUTJr3H55ZfH97///Vi4cGGfrxERccMNN8QRRxwRU6ZM6bX85JNP7vnvadOmxfTp06O1tTXuuuuuOP744/vsa/jw4X3+mKm5udmP+qrE35p64z1NLXs9p+ru7o6IiIaGBhORqBvez+Vnf5ce3zeoN97T5ZG3v2GecioAyCO/pwIAqH8m1gFAjgl/gMFyliUA0lQsFmPNmjW99kVdXV3xm9/8Jr71rW9FR0dHtLW1xZIlS2Lt2rWxadOm2GGHHeL9739/TJ8+vd/+v/71r8dXvvKVuO+++2Kvvfbqs81f//rXuO++++InP/lJv/21tLREa2trLF++vPSVBICckVMBgyWnAiBNcioAqD9yKmCw5FQAtcnEOgDIIQEQUA7CIADScuihh8bSpUt7LfvUpz4Ve+yxR3z+85+PxsbGnuVjx46NiIjly5fHY489Fl/+8pe32ffXvva1uOSSS+Kee+7Z5o+bbrzxxpg0aVIceeSR/db74osvxsqVK6OlpaXftgCQN3IqoBzkVACkRU4FAPVDTgWUg5wKoPaYWAcAOSH8ASpBGARAGkaPHh3Tpk3rtWzUqFExYcKEnuU//OEPY4cddoi3v/3tsXTp0jjnnHPi2GOPjRkzZvQ855RTTomddtop5s6dGxERl19+eVx44YVx2223xS677BKrV6+OiIjtt98+tt9++57ndXd3x4033hif/OQno6mpd7y2fv36uPjii+OEE06IlpaW+Mtf/hIXXHBBTJw4MY477riK/D0AoBbJqoByk1MBkAY5FQDUNhkVUAlyKoDaYmIdANQ5ARAAAHm0atWqOPfcc+OFF16IlpaWOOWUU+LCCy/s1WbFihXR0NDQc//aa6+NTZs2xUc/+tFe7S666KK4+OKLe+7fd999sWLFijjttNO2eN3GxsZYunRp3HTTTfHyyy9HS0tLHHLIIfGDH/wgRo8eXd6VBIAaJKsCACBv5FQAkD0yKgAAXldIkiRJu4isWLduXYwdOzbWrl0bY8aMSbscABgSARBQTc6yBJAumUb9MabV09nZGb/4xS/iIx/5SDQ3N6ddDgyZ9zRZNNicqru7O55//vmYMmVKrx8ZQy3yfq4eOVXl+b5BvfGeLi+ZRv0xpgDUC7+lAqpNTgWQrlIzDVesA4A6IgAC0lIsFoVBAAAA9CKrAtIgpwIAAODNZFRAWuRUALXBxDoAqAMCICALhEEAAADIqYAskFMBAAAgpwKyQE4FkH0m1gFADRMAAQAAAJAFcioAAAAAskBOBQDAQJhYBwA1RvgDZJmzLAEAAOSHnArIMjkVAABAfsipgCyTUwFkW0PaBQAApSkWi0IgoCb4rAIAAKhvciqgVvisAgAAqG9yKqBW+KwCyC4T6wAg4wRAQC3yuQUAAFB/5FRALfK5BQAAUH/kVEAt8rkFkE1NaRcAAPTNQRQAAAAAWSCnAgAAACAL5FQAAJSbiXUAkCHCH6CeFIvFaGtrS7sMAAAABkFOBdQTORUAAEDtklMB9UROBZA9DWkXAAC8drAkBALqkc82AACA2iKnAuqVzzYAAIDaIqcC6pXPNoBsccU6AEiRAyQgD5xpCQAAINtkVEBeyKkAAACyTU4F5IWcCiA7TKwDgBQIgQAAAABIm4wKAAAAgCyQUwEAkBYT6wCgSgRAQJ45yxIAAEA2yKiAvJNTAQAAZIOcCsg7ORVANjSkXQAA1LtisSgIAgihOAAAQJpkVABv8HkIAACQHjkVwBt8HgKkzxXrAKACHOwA9M2ZlgAAAKpLTgXQNzkVAABAdcmpAPompwJIl4l1AFBGAiAAAAAAskBOBQAAAEAWyKkAAMgyE+sAoAwEQAClc5YlAACAypBRAQyMnAoAAKAy5FQAAyOnAkiPiXUAMEgCIIDBEwYBAACUj5wKYPDkVAAAAOUjpwIYPDkVQDoa0i4AAGpNsVgUAgGUgc9SAACAoZFTAZSHz1IAAIChkVMBlIfPUoDqc8U6ACiRAxYAAAAAskBOBQAAAEAWyKkAAKh1JtYBwDYIfwAqq1gsRltbW9plAAAAZJ6cCqCy5FQAAAClkVMBVJacCqC6TKwDgLcQ/gBUlzAIAABg62RVANUjpwIAANg6ORVA9cipAKrHxDoACMEPQNqEQQAAAG+QVQGkR04FAADwBjkVQHrkVADVYWIdALkm/AEAAAAgK2RVAAAAAGSBnAoAgLwwsQ6A3BH8AGSTsywBAAB5JKsCyB45FQAAkEdyKoDskVMBVJ6JdQDkguAHoDYIgwAAgDyQVQFkn5wKAADIAzkVQPbJqQAqy8Q6AOqa8Aeg9giDAACAeiSnAqg9cioAAKAeyakAao+cCqByTKwDoO4IfwAAAADIAjkVAAAAAFkgpwIAgL41pF0AAJRLsVgUAgHUCZ/nAABALZNTAdQPn+cAAEAtk1MB1A+f5wCVYWIdADVPAARQn3y2AwAAtUZOBVCffLYDAAC1Rk4FUJ98tgOUn4l1ANQsARBA/fM5DwAA1AI5FUD98zkPAADUAjkVQP3zOQ9QXk1pFwAAA+GAAAAAAIAskFMBAAAAkAVyKgAAGDxXrAOgJjibEkB++fwHAACyRE4FkF8+/wEAgCyRUwHkl89/gPJxxToAMs2XfwAiXtsftLW1pV0GAACQUzIqAF4npwIAANIkpwLgdXIqgPJwxToAMskZlQB4K/sFAACg2mRUAPTFvgEAAKg2ORUAfbFvABg6V6wDIDN8wQcAAAAgbTIqAAAAALJATgUAAJXninUApM4ZlQAolf0FAABQKTIqAAbCPgMAAKgUORUAA2GfATA0rlgHQCp8kQdgsIrFYrS1taVdBgAAUCfkVAAMlpwKAAAoJzkVAIMlpwIYPFesA6CqnFEJgHKwLwEAAIZKTgVAOdiXAAAAQyWnAqAc7EsABscV6wCoCl/YAQAAAEibjAoAAACALJBTAQBANphYB0DFCIAAqKRisRhtbW1plwEAANQAORUAlSSnAgAASiWnAqCS5FQAA9eQdgEA1J9isSgEAqAq7G8AAIBtkVMBUC32NwAAwLbIqQCoFvsbgIExsQ6AshEAAZAG+x4AAOCt5FQApMG+BwAAeCs5FQBpsO8BKF1T2gUAUNt8+QYAAAAgC+RUAAAAAGSBnAoAAGqHK9YBMCjOpgRAltgnAQBAfsmpAMgS+yQAAMgvORUAWWKfBFAaV6wDoGS+ZAOQZcViMdra2tIuAwAAqAI5FQBZJqcCAID8kFMBkGVyKoD+uWIdAP1yNiUAaoX9FQAA1Dc5FQC1wv4KAADqm5wKgFphfwWwba5YB8BW+TINAAAAQNpkVAAAAABkgZwKAADqj4l1APQiAAKg1hWLxWhra0u7DAAAYIjkVADUOjkVAADUBzkVALVOTgWwdQ1pFwBANhSLRSEQAHXDPg0AAGqXnAqAemKfBgAAtUtOBUA9sU8D6JuJdQA5JwACoF7ZvwEAQG2RUwFQr+zfAACgtsipAKhX9m8AW2pKuwAAqs8XYwAAAACyQE4FAAAAQNpkVAAAkF8m1gHkhAAIgDwqFovR1taWdhkAAMCbyKkAyCM5FQAAZIuMCoC8klMB9GZiHUCdEwIBkHfCIAAASJ+MCgDkVAAAkDYZFQC8Rk4F8AYT6wDqkBAIAHoTBgEAQPXJqABgS3IqAACoLhkVAPRNTgXwGhPrAOqIIAgAAACAtMmoAAAAAEibjAoAACiFiXUANU4IBAClcZYlAACoHBkVAJROTgUAAJUjpwKA0smpACIa0i4AgMEpFouCIAAYIPtOAAAoLxkVAAyO/ScAAJSXnAoABsf+E8g7V6wDqCG+vALA0DnTEgAADI2MCgDKQ04FAABDI6cCgPKQUwF5ZmIdQA0QAgEAAACQNhkVAAAAAFkgpwIAAMrFxDqAjBIAAUDlOMsSAACUTk4FAJUjpwIAgNLJqQCgcuRUQF41pF0AAL0Vi0UhEABUgf0tAABsm5wKAKrD/hYAALZNTgUA1WF/C+SRK9YBZIQvowBQfc60BAAAvcmoACAdcioAAOhNTgUA6ZBTAXljYh1AigRAAAAAAGSBnAoAAACALJBTAQAA1WRiHUAKBEAAkB3OsgQAQJ7JqQAgO+RUAADklYwKALJFTgXkSUPaBQDkSbFYFAQBQAbZPwMAkDdyKgDIJvtnAADyREYFANllHw3khSvWAVSYL5YAUBucaQkAgHonpwKA2iCnAgCgnsmoAKB2yKmAPDCxDqBChEAAAAAAZIGcCgAAAIC0yagAAIAsMrEOoIwEQABQ25xlCQCAerFkyZJoaGhIuwwAYJDkVAAA1Au/pwKA2ianAuqdf1UHKINisSgEAoA6YZ8OAEAtW7JkSdolAABlIqcCAKCW+T0VANQP+3SgnrliHcAQ+KIIAPXJmZYAAKglMioAqF9yKgAAaomcCgDql5wKqFcm1gEMkAAIAAAAgCyQUwEAAACQBXIqAACgVjWkXQBArSgWi0IgAMgR+30AALJKTgUA+WK/DwBAVsmpACBf7PeBemRiHUA/BEAAkF++AwAAkCVyKgDIL98BAADIEjkVAOSX7wBAvRnSxLq5c+dGoVCI2bNn9yx74YUX4tRTT40pU6bEdtttF4cffngsX758m/3Mmzcv/u7v/i7GjRsX48aNi/b29nj00Ud7tbn44oujUCj0uk2ePLlXmyRJ4uKLL44pU6bEyJEj4+CDD44nnnhiKKsI5NTr4Y8vfwCA7wMAAKRJTgUAvM73AQAA0iSnAgBe5/sAUE8GPbFu0aJFcf3118dee+3VsyxJkjj22GPjz3/+c9xxxx3xu9/9LlpbW6O9vT1effXVrfa1cOHC+PjHPx73339//Md//Ee8/e1vjxkzZsRzzz3Xq92ee+4Zq1at6rktXbq01+OXX355XHnllfGtb30rFi1aFJMnT44Pf/jD8corrwx2NYGcEf4AAAAAkAVyKgAAAACyQE4FAADUs6bBPGn9+vUxc+bMmDdvXlxyySU9y5cvXx4PP/xwLFu2LPbcc8+IiLj22mtj0qRJ8f3vfz/OOOOMPvu79dZbe92fN29e/OhHP4pf/epXccopp7xRbFPTFlepe12SJHH11VfHv/7rv8bxxx8fERHf+973Yscdd4zbbrst/vmf/3kwqwrkgOAHAOhPsViMtra2tMsAACAHZFUAwLbIqQAAqAYZFQDQHzkVUC8GdcW6WbNmxZFHHhnt7e29lnd0dERExIgRI3qWNTY2xrBhw+LBBx8suf8NGzZEZ2dnjB8/vtfy5cuXx5QpU2LXXXeNj33sY/HnP/+557FnnnkmVq9eHTNmzOhZNnz48DjooIPioYce6vN1Ojo6Yt26db1uQH44mxIAMBC+NwAAUEmyKgCgVL4zAABQKTIqAGAgfG8A6sGAJ9bNnz8/Fi9eHHPn/v/s/X24XHV9L/x/Jg8EEkJMICEJhfBQMJaQxs5woZ5SUEIOD8cbbFUOcoy00F89UiWHWktqqSiY2Egpl/XAXWJr7VECpZ4eeteIREuw3IVb9kg0crSkRAo1CTkiJAYwSZP5/RFmsx9mz8yavdY8rHm9vOaCzF57zQp73Fn7nc/7+1096mMLFy6MBQsWxMqVK+OFF16Iffv2xac+9anYsWNHbN++venXuP766+O4444bVtw766yz4q/+6q/ia1/7WqxduzZ27NgRb3nLW+L555+PiIgdO3ZERMSxxx477FzHHnvs4MdGWr16dcyYMWPwcfzxxzd9jUDvEgABAK1yDwEAQJqqOZX7TAAgKfcPAACkRUYFAIyHewig101KcvCzzz4b1157bTzwwAPDdqWrmjx5cnz5y1+Oq666KmbNmhUTJ06MpUuXxoUXXtj0a6xZsybWrVsXGzduHPYaQ89xxhlnxJvf/OY45ZRT4gtf+EJcd911gx8rFArDzlepVEY9V7Vy5cphn7t7927lOsgpN20AAAAAdAtZFQAAAACdJqMCAABIWKwrl8uxc+fOKBaLg88dOHAgvvnNb8ZnP/vZ2Lt3bxSLxdi0aVPs2rUr9u3bF7Nnz46zzjorSqVSw/PfcsstsWrVqvj6178eixcvrnvstGnT4owzzogtW7ZERMTcuXMj4tDOdfPmzRs8bufOnaN2sauaMmVKTJkypeF1Ab1LAAQApK1cLg/7mQgAAJohpwIA0ianAgCgFXIqACBtciqgl01IcvB5550Xmzdvjk2bNg0+SqVSXHHFFbFp06aYOHHi4LEzZsyI2bNnx5YtW2JgYCAuueSSuuf+9Kc/HTfddFPcf//9TZXw9u7dG9///vcHS3QnnXRSzJ07NzZs2DB4zL59++Khhx6Kt7zlLUl+m0AOlMtlIRAAkBn3GQAANEtOBQBkyX0GAADNklMBAFlynwH0qkQ71k2fPj0WLVo07Llp06bF0UcfPfj8vffeG7Nnz44TTjghNm/eHNdee21ceumlsWzZssHPWb58eRx33HGxevXqiIhYs2ZN3HDDDXHXXXfFiSeeGDt27IiIiCOPPDKOPPLIiIj48Ic/HG9/+9vjhBNOiJ07d8bNN98cu3fvjve9730REVEoFGLFihWxatWqOPXUU+PUU0+NVatWxdSpU+M973lPi/95gF7ihgwAaCcrLQEAMBY5FQDQTnIqAADGIqcCANpJTgX0okTFumZs3749rrvuunjuuedi3rx5sXz58rjhhhuGHfPMM8/EhAmvbZZ3++23x759++Kd73znsOM+9rGPxY033hgREf/2b/8Wl19+efz4xz+O2bNnx5ve9KZ49NFHY8GCBYPHf+QjH4lXXnklPvCBD8QLL7wQZ511VjzwwAMxffr0tH+bQJcQ/gAAAADQDeRUAAAAAHQDORUAAEDzxl2s27hx47Bff+hDH4oPfehDiT7n6aefbvg6d999d8NjCoVC3HjjjYNlPCC/BEAAQDewyhIAQH+TUQEA3UJOBQDQ3+RUAEC3kFMBvSb1HesAsiIAAgC6kTAIAKC/yKgAgG4lpwIA6C9yKgCgW8mpgF4yodMXANBIuVwWBAEAXc29CgBA/smoAIBe4H4FACD/5FQAQC9wvwL0CjvWAV3JzRQAAAAA3UBOBQAAAECnyagAAACyYcc6oKtYUQkA6FXuYQAA8kVOBQD0KvcwAAD5IaMCAHqZ+xigF9ixDug4N00AQF6Uy+UoFoudvgwAAFokpwIA8kJOBQDQu2RUAECeyKmAbmfHOqBjrKgEAOSR+xsAgN4jpwIA8sj9DQBAb5FRAQB55R4H6GZ2rAPayo0RAAAAAN1ATgUAAABAN5BTAQAAdI4d64C2sKISANBP3PcAtNfq1aujUCjEihUrBp977rnn4sorr4z58+fH1KlT44ILLogtW7bUPc/atWvj7LPPjpkzZ8bMmTNj6dKl8a1vfWvYMTfeeGMUCoVhj7lz5w47plKpxI033hjz58+PI444Is4999x44oknUvv9AuMjpwIA+on7HoD2klMBScipAIB+4r4H6FaKdUCmBEAAQL9yDwTQHo899ljceeedsXjx4sHnKpVKXHrppbF169a477774vHHH48FCxbE0qVL46WXXhrzXBs3bozLL788HnzwwXjkkUfihBNOiGXLlsWPfvSjYcedfvrpsX379sHH5s2bh318zZo1ceutt8ZnP/vZeOyxx2Lu3Llx/vnnx09/+tN0f/NA06oZlXs0AKAfuQcCaA85FdAMORUA0M/cAwHdSLEOSJ0ACADgEPdDANnas2dPXHHFFbF27dqYOXPm4PNbtmyJRx99NO64444488wz4/Wvf33cfvvtsWfPnli3bt2Y5/vSl74UH/jAB2LJkiWxcOHCWLt2bRw8eDC+8Y1vDDtu0qRJMXfu3MHH7NmzBz9WqVTitttui49+9KPxq7/6q7Fo0aL4whe+EC+//HLcdddd6f9HAOqSUQEAHOKeCCBbciqgETkVAMAh7omAbjOp0xcA5IcbHQAAANrpmmuuiYsvvjiWLl0aN9988+Dze/fujYiIww8/fPC5iRMnxmGHHRYPP/xwXH311U2d/+WXX479+/fHrFmzhj2/ZcuWmD9/fkyZMiXOOuusWLVqVZx88skREfHDH/4wduzYEcuWLRs8fsqUKXHOOefEP/3TP8Vv/dZv1XytvXv3Dl53RMTu3bsjImL//v2xf//+pq6X1lT/+/rvnC+bNm3q9CV0zMGDB4f9E3qZ9zN54v1MN0jrntc9NHnjPZ2ufv3v2A85FdAa81QAAADdTbEOGDcBEADA2MrlchSLxU5fBkDu3H333fHtb387HnvssVEfW7hwYSxYsCBWrlwZf/ZnfxbTpk2LW2+9NXbs2BHbt29v+jWuv/76OO6442Lp0qWDz5111lnxV3/1V3HaaafFc889FzfffHO85S1viSeeeCKOPvro2LFjR0REHHvsscPOdeyxx8a//uu/jvlaq1evjo9//OOjnn/ggQdi6tSpTV8zrduwYUOnLwFSVf1+BHng/UyeeD/TSdu2bUv1fO6hyRvv6XS8/PLLnb6EtuuXnApIxjwVAMDYzFMB3USxDmiJ8AcAoHnCIIB0Pfvss3HttdfGAw88MGy176rJkyfHl7/85bjqqqti1qxZMXHixFi6dGlceOGFTb/GmjVrYt26dbFx48ZhrzH0HGeccUa8+c1vjlNOOSW+8IUvxHXXXTf4sUKhMOx8lUpl1HNDrVy5ctjn7969O44//vhYtmxZHHXUUU1fN8nt378/NmzYEOeff35Mnjy505dDC/p5d7paDh48GDt27Ii5c+fGhAkTOn05MC7ez+SJ9zPdZMmSJeP6fPfQ5I33dLr6bXezfsqpgMbMUwEANM88FdAtFOuARARAAACtEQYBpKdcLsfOnTuHfV89cOBAfPOb34zPfvazsXfv3igWi7Fp06bYtWtX7Nu3L2bPnh1nnXVWlEqlhue/5ZZbYtWqVfH1r389Fi9eXPfYadOmxRlnnBFbtmyJiIi5c+dGxKGdSObNmzd43M6dO0etDj7UlClTYsqUKaOenzx5sqG+NvHfuvdUcyrlhNomTJjgvw254f1Mnng/0w2++93vppJTuYcmb7yn09Fv/w37KacCxmaeCgCgNeapgG6gWAc0JPwBAACgm5x33nmxefPmYc/9+q//eixcuDB+7/d+LyZOnDj4/IwZMyIiYsuWLTEwMBA33XRT3XN/+tOfjptvvjm+9rWvNTXctHfv3vj+978fZ599dkREnHTSSTF37tzYsGFDvPGNb4yIiH379sVDDz0Uf/RHf5To9wnUJqsCAACgW8ipoH/JqAAAAPJBsQ4YkwAIACBdVlkCSMf06dNj0aJFw56bNm1aHH300YPP33vvvTF79uw44YQTYvPmzXHttdfGpZdeGsuWLRv8nOXLl8dxxx0Xq1evjoiINWvWxA033BB33XVXnHjiibFjx46IiDjyyCPjyCOPjIiID3/4w/H2t789TjjhhNi5c2fcfPPNsXv37njf+94XERGFQiFWrFgRq1atilNPPTVOPfXUWLVqVUydOjXe8573ZP7fBvJMVgUAkB45FUA65FTQf2RUAADpklMBnaZYB4wiAAIAyI4wCKA9tm/fHtddd10899xzMW/evFi+fHnccMMNw4555plnYsKECYO/vv3222Pfvn3xzne+c9hxH/vYx+LGG2+MiIh/+7d/i8svvzx+/OMfx+zZs+NNb3pTPProo7FgwYLB4z/ykY/EK6+8Eh/4wAfihRdeiLPOOiseeOCBmD59ena/YcgpORUAQHbkVADtIaeC3iejAgDIlpwK6KRCpVKpdPoiusXu3btjxowZsWvXrjjqqKM6fTnQVgIgAID2EgYBaZJp5I+vafvs378/1q9fHxdddFFMnjy505fDq2RVrTt48GBs27Yt5s+fP2woE3qR9zN54v1MN0uaU7mHJm+8p9Ml08gfX1P6mYwKAKC9zFMBaWo207BjHfQ5ARAAAAAA3UBOBQAAAEA3kFMBAAD0D8shQp8ql8tCIACADnIvBgBwiJwKAKCz3IsBABwipwIA6Cz3YkAn2LEO+oibDQCA7lIul6NYLHb6MgAA2k5OBQDQXeRUAEC/klMBAHQXORXQbnasgz5gNSUAgO7lPg0A6CdyKgCA7uU+DQDoJ3IqAIDu5T4NaCc71kGOuakAAAAAoBvIqQAAAADoBnIqAAAAhrJjHeSQFZUAAHqLezcAIK/kVAAAvcW9GwCQV3IqAIDe4t4NaBc71kFOuHkAAOht5XI5isVipy8DAGDc5FQAAL1NTgUA5IWcCgCgt8mpgHawYx30OKspAQDkh/s6AKCXyakAAPLDfR0A0MvkVAAA+eG+DsiaHeugR7lJAAAAAKDTZFQAAAAAdAM5FQAAAK2wYx30GCsqAQDkm3s9AKAXyKgAAPLP/R4A0AvkVAAA+ed+D8iSHeugB7gZAADoL+VyOYrFYqcvAwBgGBkVAED/kVMBAN1ITgUA0H/kVEBWFOugSwmAAAD6mzAIAOgGMioAAORUAEA3kFMBACCnArKgWAddRAAEAAAAQKfJqAAAAADoBnIqAAAAsqZYB11ACAQAQC1WWQIA2kU+BQBAPXIqAKBd5FQAANQjpwLSplgHHSIEAgCgGcIgACBLMioAAJolpwIAsiSnAgCgWXIqIE2KddBGAiAAAFohDAIA0ianAgCgFeVyORYvXtzpywAAckROBQBAK8xTAWlRrIM2EAABAAAA0A3kVAAAAAB0AzkVAAAA3UCxDjIi/AEAIE1WWQIAWiWnAgAgTZs2ber0JQAAPUpOBQBAmsxTAWlQrIOUCYAAAMiKMAgASEJOBQAAAEA3kFMBAJAV81TAeCnWQQqEPwAAtIswCACoR04FAEC7bNq0Kc4888xOXwYA0KXkVAAAtIt5KmA8FOtgHARAAAB0gjAIABhJTgUAAABAN5BTAQAA0EsU66AFAiAAADpNuQ4AkFEBANBpMioAIEJOBQBA58mpgFYp1kGTBEAAAAAAdAM5FQAA3cTQEgD0LzkVAADdRE4FtGJCpy8Aul25XBYCAQDQldynAkB/kVMBANCt3KcCQH+RUwEA0K3cpwJJ2bEOxuAPVQAAeoGVlgAg/+RUAAAAAHQDORUAAAB5o1gHQwh/AADoRcp1AJA/cioAAHqNjAoA8klOBQBAr5FTAUlM6PQFQDcol8tCIAAAepr7WQDIBzkVAAC9zL0sAOSHnAoAgF7mXhZolh3r6Gv+wAQAAACgG8ipAADICyuCA0Bvk1MBAJAXciqgGYp19CUBEAAAeSQMAoDeI6cCAAAAoBvIqQAAAOhHinX0DeEPAAD9QLkOALqfnAoAgLyTUQFAb5BTAQCQd3IqoJEJnb4AyFq5XBYCAQDQV9z/AkB3klMBANBP3PsCQPeSUwEA0E/c+wL12LGO3PIHIAAA/cxqSwDQHWRUAAD0MxkVAHQPORUAAP1MTgWMRbGO3BECAQAAANBpMioAAAAAuoGcCgAAAMamWEcuCIAAAGA0Ky0BQHvJqAAAYDQZFQC0n5wKAABGk1MBtUzo9AXAeJTLZUEQAADU4X4ZALInowIAgPrcLwNAe8ipAACgPvfLwEh2rKPn+MMMAACSsdoSAGRDTgUAAM2TUQFAduRUAADQPDkVMJRiHT1DAAQAAABAN5BTAQAAANAN5FQAAAAwPop1dD0BEAAAjJ+VlgBgfGRUAAAwfjIqABg/ORUAAIyfnAqoUqyjKwmAAAAgfQIhAEhOTgUAAOmSUQFAa+RUAACQLjkVEBExodMXAEOVy2UhEAAAZMj9NgA0R04FAADZca8NAM2TUwEAQHbcawN2rKMr+AMJAAAAgG4gpwIAAACgG8ipAAAAIHuKdXSM8AcAADqjXC5HsVjs9GUAQFfYtGnT4D8nTJjQ2YsBAIA+IqMCgOHMUgEAQGfIqaC/KdbRVgIgAADoDgIhAPqZjAoAALqDjAqAfienAgCA7iCngv6lWEfmBEAAANCdBEIA9BMZFQAAdCcZFQD9Rk4FAADdSU4F/UmxjswIgQAAAADoJPkUAAAAAN1ATgUAAADdSbGOVAmBAACgt1hpCYA8klEBAEBvkVEBkFdyKgAA6C1yKug/inWMmwAIAAB6m0AIgLyQUwEAQO+SUQGQJ3IqAADoXXIq6C8TOn0B9K5yuSwEAgCAnHBvD0Avk1MBAEA+uK8HoNfJqQAAIB/c10P/sGMdifgDAgAAAIBuIKcCAAAAoBvIqQAAAKB32bGOplhNCQAA8s89PwC9QE4FAAD55n4fgF4hpwIAgHxzvw/9wY511OUPAwAA6C/lcjmKxWKnLwMARpFTAQBA/5BRAdCtZFQAANBf5FSQf3asoyYrKgEAQP/yswAA3UROBQAA/cnPAQB0ExkVAAD0Lz8LQL7ZsY5BvuEDAAAA0A3kVAAAAAB0mowKAAAA8s+OdVhRCQAAGMXPCAB0gpwKAAAYys8HAHSCjAoAABjJzwiQX3as62O+uQMAAPWUy+UoFoudvgwAck5GBQAA1COjAqBd5FQAAEA9cirIJzvW9SGrKgEAAM3yswMAWZFRAQAAzfKzAwBZklMBAADN8rMD5I8d6/qEb+AAAAAAdJqMCgAAAIBuIKcCAAAAIuxYl3tWVAIAAMbLzxQAjJeMCgAAGC8/UwCQBjkVAAAwXn6mgHyxY10O+UYNAACkrVwuR7FY7PRlANBj5FQAAECaZFQAtEpOBQAApElOBflhx7ocsaISAACQJT9vANAsORUAAJAVP2sAkIScCgAAyIqfNSAf7FiXA74hAwAAANBpMioAAKBdrAgOQD1yKgAAAKBZinU9SgAEAAB0gqElAEaSUwEAAJ0gpwJgJDkVAADQbjIq6H2KdT1GAAQAAHSaQAiACDkVAADQeXIqAGRUAABAp8mooLdN6PQF0JxyuSwIAgAAuoafTwD6l5wKAADoJn4+AehPMioAAKCb+PkEepdiXRd76dnC4AMAAAAAOqVQKAw+AAAAAKATZFQAAABA2hTrupAyHQAA0AustASQfwaVAACAXiCnAsg3GRUAANALZFTQmxTrukSj3ekWzim1+YoAAAAaEwgB5E+jlb9LJTkVAADQfeRUAPkjowIAAHqNjAp6j2JdhyXZnU65DgAA6EYCIYB8SLLyt8ElAACgG8mpAPKh2ZxKRgUAAHQjGRX0FsW6DklSqBtKuQ4AAACAbmBwCQAAAIBOk1EBAAAA46FY10bVMl0rhToAAIBuZqUlAOrauPHQAwAAIGNyKgDqklMBAABtIKOC3qFY1wZpl+nsWgcAAHQjgRBAb6tUKok/p+GK4CMHlQwtAQAAbSCnAuhtSXOqpjMqORUAANBGMiroDYp1GcpydzrlOgAAoBsJhAB6W2rlunorfxtaAgAA2kBOBdDbUinXNdqdTk4FAABkTEYF3U+xrocp1wEAAACQtpbLdbVW/h6LoSUAAAAAGmipXJcko4qQUwEAAECfU6xjTMVyKYpl5T0AACAZKy0B9Jm/WHjoAQAA0GXkVAB9REYFAAB0KRkVdLdxFetWr14dhUIhVqxYMfjcc889F1deeWXMnz8/pk6dGhdccEFs2bKl7nnWrl0bZ599dsycOTNmzpwZS5cujW9961ujXuvMM8+M6dOnx5w5c+LSSy+Nf/7nfx52zJVXXhmFQmHY401vetN4fovjMu345Kt7J5XFrnUjC3XKdQAAQFICIYDe1nA18Oqg0pBhpdKszyV7EauBAwAAbSCnAuhtTedUr0qcUUXIqQAAgMzJqKB7tVyse+yxx+LOO++MxYsXDz5XqVTi0ksvja1bt8Z9990Xjz/+eCxYsCCWLl0aL7300pjn2rhxY1x++eXx4IMPxiOPPBInnHBCLFu2LH70ox8NHvPQQw/FNddcE48++mhs2LAh/v3f/z2WLVs26rwXXHBBbN++ffCxfv36Vn+LqeiVcl21TDdWiU65DgAASEogBNDbag4tNVj5W7kOAADoRnIqgN6WNKdSrgMAALqRjAq606RWPmnPnj1xxRVXxNq1a+Pmm28efH7Lli3x6KOPxve+9704/fTTIyLi9ttvjzlz5sS6devi6quvrnm+L33pS8N+vXbt2vibv/mb+MY3vhHLly+PiIj7779/2DGf//znY86cOVEul+NXfuVXBp+fMmVKzJ07t6nfx969e2Pv3r2Dv969e3dTn5fUtOMr8dKzhUzOXbVwTil+sHMg8eclKcwVy6UoF5O/BgAAAAC9ZWXh0PDR9bE2PvUXf5zoc0uzPhcDP6mdA9a0cWPEuecmeg0AAAAA+kOrOVXijCpCTgUAAAB9qKUd66655pq4+OKLY+nSpcOer5bUDj/88MHnJk6cGIcddlg8/PDDTZ//5Zdfjv3798esWbPGPGbXrl0REaOO2bhxY8yZMydOO+20+M3f/M3YuXPnmOdYvXp1zJgxY/Bx/PHHN32Nva7e7nQAAABpsdISQG9ZWfjc4LBSW5x7rmElAACgLeRUAL1FTgUAAOSRjAq6T+Ji3d133x3f/va3Y/Xq1aM+tnDhwliwYEGsXLkyXnjhhdi3b1986lOfih07dsT27dubfo3rr78+jjvuuFHFvapKpRLXXXdd/PIv/3IsWrRo8PkLL7wwvvSlL8U//MM/xB//8R/HY489Fm9729uG7Uo31MqVK2PXrl2Dj2effbbpa0xq2vGVzM5dtXBO/aJctUw3nkKdMh4AAJCUQAig+9UbVLr+N34n8flKsxoMPRlUAgAAOkBOBdD90sypms6o5FQAAEAbyaiguyQq1j377LNx7bXXxhe/+MVhu9JVTZ48Ob785S/Hk08+GbNmzYqpU6fGxo0b48ILL4yJEyc29Rpr1qyJdevWxf/8n/+z5mtERPz2b/92fPe7341169YNe/6yyy6Liy++OBYtWhRvf/vb46tf/Wo8+eST8ZWvfKXmeaZMmRJHHXXUsEeWOlWuS3t3OuU6AAAgKYEQQHdqduXv1Mp1BpUAAIAOk1MBdKescioZFQAA0I1kVNA9EhXryuVy7Ny5M4rFYkyaNCkmTZoUDz30UHzmM5+JSZMmxYEDB6JYLMamTZvixRdfjO3bt8f9998fzz//fJx00kkNz3/LLbfEqlWr4oEHHojFixfXPOaDH/xg/N3f/V08+OCD8XM/93N1zzdv3rxYsGBBbNmyJclvM1PtKtelsTtdPcp1AAAAAP2l5XKdlb8BAAAASFFL5ToZFQAAAFDDpCQHn3feebF58+Zhz/36r/96LFy4MH7v935v2K50M2bMiIiILVu2xMDAQNx00011z/3pT386br755vja174WpdLo0lalUokPfvCD8bd/+7excePGpop6zz//fDz77LMxb968Zn57uXDkNw79M/v6HgAAQDLlcjmKxWKnLwOANhlY/MVOXwIAAEBNciqA/iGjAgAAupWMCrpDoh3rpk+fHosWLRr2mDZtWhx99NGxaNGiiIi49957Y+PGjbF169a477774vzzz49LL700li1bNnie5cuXx8qVKwd/vWbNmviDP/iD+Iu/+Is48cQTY8eOHbFjx47Ys2fP4DHXXHNNfPGLX4y77rorpk+fPnjMK6+8EhERe/bsiQ9/+MPxyCOPxNNPPx0bN26Mt7/97XHMMcfEO97xjnH9R0pbFrvWHfmN10p1ERGFw1J/iVHsWgcAACRVLpc7fQkADLG6cnWi4xutBj6w+IuDDwAAgG4mpwLoLlnlVAAAAN1MRgWdl6hY14zt27fHe9/73li4cGF86EMfive+972xbt26Ycc888wzsX379sFf33777bFv37545zvfGfPmzRt83HLLLYPH3HHHHbFr164499xzhx1zzz33RETExIkTY/PmzXHJJZfEaaedFu973/vitNNOi0ceeSSmT5+e9m9z3NIo11XLdEMLdUMp1wEAAN1IIATQXdIYWjKoBAAA9CI5FUB3kVMBAAD9SEYFnTVpvCfYuHHjsF9/6EMfig996EOJPufpp59u+DqVSv0i2hFHHBFf+9rXGp6nm0w7vhIvPVtI/HljFelqKRwWUdmX+CUSKZZLUS4OZPsiAAAAAGRmdeXqWFn4XNPHX/8bvxPvHHhjhlcEAAAAQD+SUwEAAADtlPqOdWSn3u50AAAAvcRKSwC961P3PBOfuueZTl8GAABAKuRUAL1LTgUAAOSFjAo6R7Guw6YdX38nvmqZbjyFusJhrX9us4rlUvYvAgAA5IpACKC7rK5cXffjIweVSk/dl/UlAQAAtIWcCqC7yKkAAIB+JKOCzlCs6wK1ynVp706nXAcAAHQjgRBAd6k1tFRv5W9DSwAAQF7IqQC6i5wKAADoRzIqaL9Jnb4ADpl2fCUKf1nI9DUKh0VU9mX6ElEsl6JcHMj2RQAAAADIzOrK1VH46z9s+vjSU/fFwCmXZHhFAAAAAPQjORUAAACQNTvWkZrC9PdHYfr7O30ZAABAj7HSEgBp+sUjSvGLR5Q6fRkAAEAPklMBkCY5FQAA0AoZFbSXYl0XqVxZyfw1CodlcM4RhbrSk59L/0UAAIBcEwgBdJfKuz+R6PjSU/dldCXNGzmoZGgJAABohZwKoLvIqQAAgH4ko4L2UazrMr1SrquW6cbaoU65DgAASEogBLRq9erVUSgUYsWKFYPPPffcc3HllVfG/PnzY+rUqXHBBRfEli1b6p5n7dq1cfbZZ8fMmTNj5syZsXTp0vjWt7416rXOPPPMmD59esyZMycuvfTS+Od//udhx1x55ZVRKBSGPd70pjel9vttl14ZWqq38rehJQAAoBVyKqBVcqpsyKkAAIB+JKOC9lCs60LdXK6rV6YbSbkOAAAAyNpjjz0Wd955ZyxevHjwuUqlEpdeemls3bo17rvvvnj88cdjwYIFsXTp0njppZfGPNfGjRvj8ssvjwcffDAeeeSROOGEE2LZsmXxox/9aPCYhx56KK655pp49NFHY8OGDfHv//7vsWzZslHnveCCC2L79u2Dj/Xr16f/m2+Dbh1aqg4pNTOQZGgJAAAAaAc5VbbkVAAAAEAWJnX6AugNzZbpAAAAxqNcLkexWOz0ZQA9Ys+ePXHFFVfE2rVr4+abbx58fsuWLfHoo4/G9773vTj99NMjIuL222+POXPmxLp16+Lqq6+ueb4vfelLw369du3a+Ju/+Zv4xje+EcuXL4+IiPvvv3/YMZ///Odjzpw5US6X41d+5VcGn58yZUrMnTs3ld9nzyjc9Oq/XJLZS5R2HBo+2n9SZi8BAAAQEXIqIBk5VZeRUwEAADkho4LsKdZ1qcqVlSj8ZSHT1ygcFlHZV+fjKZTpSk9+LgZOqx0CAgAA1CIQApp1zTXXxMUXXxxLly4dNrC0d+/eiIg4/PDDB5+bOHFiHHbYYfHwww+PObA00ssvvxz79++PWbNmjXnMrl27IiJGHbNx48aYM2dOvO51r4tzzjknPvnJT8acOXPGPM/evXsHrzsiYvfu3RERsX///ti/f39T15uVfe+4IWb87SfHPqCw5tV/OSIiIs7eenY8dOJDqV7DOc+d8+orHHqNo7ZGPL+g+c//hcPOju/9rPY1HTx4cNg/odd5T5Mn3s/kifczedJP7+fHHnsslixZ0unLIGPVn7s7/fN3XvTrf8d+yKm6QeXdn4jCX//h2AcMFuoOKW0txcDJA6leQ7VQVzX5h8nKdb94RCm+80q61wQAAOSbWSrIlmJdF+tUuS7t3emU6wAAgKQEQkAjd999d3z729+Oxx57bNTHFi5cGAsWLIiVK1fGn/3Zn8W0adPi1ltvjR07dsT27dubfo3rr78+jjvuuFi6dGnNj1cqlbjuuuvil3/5l2PRokWDz1944YXxrne9KxYsWBA//OEP44Ybboi3ve1tUS6XY8qUKTXPtXr16vj4xz8+6vkHHnggpk6d2vQ1Z2XdlDfW++ioZ7Zt25bu69d4jQe2Jj1L/WvasWNH0hNCV/OeJk+8n8kT72fypF/ez2n/fEP32rBhQ6cvIRdefvnlTl9C2/VLTtUtapbrRhTqhkqrXDeyUDeUch0AAJA1s1SQnUKlUql0+iK6xe7du2PGjBmxa9euOOqoozp9OYOyLtdFRMSUdMt0tSjXAQAASQiDoHndmmlk5dlnn41SqRQPPPBA/OIv/mJERJx77rmxZMmSuO222yLiUKh81VVXxXe+852YOHFiLF26NCZMmBAREevXr2/4GmvWrIlPfepTsXHjxli8eHHNY6655pr4yle+Eg8//HD83M/93Jjn2r59eyxYsCDuvvvu+NVf/dWax9RaCfz444+PH//4x131NZ3xv2YkOr6Vneuqu9M1K8nOdRExaue6gwcPxo4dO2Lu3LmD7xHoZd7T5In3M3ni/Uye9OP72a51+bZ///7YsGFDnH/++TF58uROX07P2717dxxzzDFyqhzmVN32NS3cm2yeqpVyXb0yXS1JynURoVwHAAAkYpYKkml2nsqOdX2ucuWhXmVh3X/t8JUAAAAMZ6UlYCzlcjl27tw57HvEgQMH4pvf/GZ89rOfjb1790axWIxNmzbFrl27Yt++fTF79uw466yzolRqPAxzyy23xKpVq+LrX//6mMNKH/zgB+Pv/u7v4pvf/GbdYaWIiHnz5sWCBQtiy5YtYx4zZcqUmquET548uauG+l6JVxIdn2TIds8bD31tXvlqopeIyRObPO6JQ/8cOLn2NU2YMKFvhoLpD97T5In3M3ni/Uye9NP7+bvf/a6cqg9028/gvarf/hv2U07VT6o5VSTMqZr1Wk6VzfkBAIB8MksF2eiPlLvHVctvaZ9z6Hkrl9+R+muMVHryc5m/BgAAkC/lcrnTlwB0ofPOOy82b94cmzZtGnyUSqW44oorYtOmTTFx4mtNqxkzZsTs2bNjy5YtMTAwEJdcckndc3/605+Om266Ke6///6aw02VSiV++7d/O/7n//yf8Q//8A9x0kmNl6F+/vnn49lnn4158+Yl/812mcq7kuVUpa31B8T2vLE0+KjaeGGya5r8wwYff+K1YaVmrgkAAKAWORVQi5yqc+RUAABAP5JRQfoU63pEGuW6aplurHMp1wEAAN1IIASMNH369Fi0aNGwx7Rp0+Loo4+ORYsWRUTEvffeGxs3boytW7fGfffdF+eff35ceumlsWzZssHzLF++PFauXDn46zVr1sQf/MEfxF/8xV/EiSeeGDt27IgdO3bEnj17Bo+55ppr4otf/GLcddddMX369MFjXnnl0E5ue/bsiQ9/+MPxyCOPxNNPPx0bN26Mt7/97XHMMcfEO97xjjb9F8pWGkNLI4eURkpjaGnkoFKjawIAAGhETgWMJKfqLDkVAADQj2RUkC7Fuh7SarmuXplu1LHKdQAAAEAObN++Pd773vfGwoUL40Mf+lC8973vjXXr1g075plnnont27cP/vr222+Pffv2xTvf+c6YN2/e4OOWW24ZPOaOO+6IXbt2xbnnnjvsmHvuuSciIiZOnBibN2+OSy65JE477bR43/veF6eddlo88sgjMX369Pb85tuglaGlWqt+19PK0FJ1SGmsQaWR1wQAAACQNTlVtuRUAAAAwHhM6vQFkJ00drkDAADoBuVyOYrFYqcvA+hiGzduHPbrD33oQ/GhD30o0ec8/fTTDV+nUqmftxxxxBHxta99reF5+sq7v3Ponwd+MbvXuOOpQ/983ynZvcaKFYf+edtt2b0GAADQ9eRUQCNyqi4mpwIAAHJCRgXpsWNdj2lUlqvuTjeeUp1d6wAAgG5ULpc7fQkADNFwNfB3f+e1YaWIOHfid+ocXFvD1cDveOq1YaWIiC88NfaxNTRcDXzFitceQ58DAAD6mpwKoLvIqQAAgH4ko4J0KNb1oFqlufGW6UadT7kOAADoQgIhgO5Sc2hpxKDSUKkNLY0cVBoq4dDSOU+fM/rJkUNKtT4OAAD0NTkVQHfJQ05Vs1wnpwIAAOqQUcH4Ter0BdCaNEt0Y77G5XdEYd1/zfQ1Sk9+LgZOuzrT1wAAAAAgO5V3VaJQ+G7Tx5878Tux8cAvJnqNjRdGnPt/JRhE+sJTEe87JdFrxPXXR+zb1/zxK1ZE3HZbstcAAAAAIDN5yKlKW0sx8JlfTnRNcioAAABonR3r6JjK5Xe0ZWc8AAAgX6y0BNBfzp146JEZCSkAANAiORVAf2lLTiWrAgAAEpJRwfj4UZy6sii+jSzUFYvF1F8DAADIN4EQQHepVBYnOv7cid9p8PEag0pfSbgD3RcarBw+YlDpnA88kuz8EYdWAwcAAPqanAqgu+QhpyqteDjZ+SPkVAAA0OdkVNA6xToaSqNcVy3TjXUu5ToAACApgRBAd0ljaKnhqt9pDC3VWfnb0BIAANAKORVAd5FTAQAA/UhGBa1RrKMprZbr6pXpRlKuAwAAAOhtrQwt1Vz1u55WhpaqQ0pNpKGGlgAAAAB6n5wKAADoR8p1kJxiHZlIUqgDAABolTAIoHdVKosTDzglfo2/Pzkqf39y4s9LMrR08sMPx8kPtzDkBAAA5IqcCqB3dXNOlYScCgAAiJBTQVKKdTStUVGuWqYbT6HOrnUAAEBSwiCA7tJoCGnkoFKlUkn+Ig1WAx85qFT5teSv0ahcN3JQ6eRSKfFr9JOfLSnFz5b4bwQAQL7JqQC6Sx5yqmYzKjlV8+RUAAD0AzkVNE+xjkRqlebS3p1OuQ4AAEhKGATQXWoNLdVb+TutoaV6K3+nVa6rt/K3oaXRRg4qGVoCACDv5FQA3SUPOVXSjCpCTjVSNaOSUwEA0E/kVNCcSZ2+AHpPmiW6sRSLRd/IAQAAAHpYoxXBRx9fiUKhkOxFvnJKomGnyq9VovDlZK9RWvFw/OSdzR9/cqkUWwcGEr1GHtUbTPrZklIcvsl/IwAAAKA98pBTJc2oIuRUEY3Lc3IqAAAA7FgHAABALlicA6C/VCqV1lYQT+Kdrz5oSq2Vv+sdCwAAeSWnAugvmedUMqpEkmRU1eMBACCv5FTQmGIdXatYLHb6EgAAgB4jDALobY0GkKpDSuMZVKr8WoPPfWeMGlaalfA1Ti711zDOiaeU4sRT+uv3DAAAjcipAHpbV+VUr0qaUUX0V04lowIAgNrkVFCfYh1dTbkOAABIShgE0NtqDSOlvep3zaGl90bdlb+V64arDioNHVZa+NNk57AaOAAAANDNOpZT1dmhTrlutPFmVBFyKgAAgH6mWEfXU64DAAAA6C9DV/xOc1Bp2Gv8WuXQgNJ7m/8c5brGK38r1wEAwGssAAXQ+9qaU9Up1A2lXHdIvZxKuQ4AAIaTU8HYFOsAAADIHWEQAJ22dWAgtg4MdPoyUlFrd7p6lOsAAOA1cioAOq1fcyrlOgAAGE5OBbVN6vQFQDOKxaJv5AAAQCLlctkO2ADUValUYurUqYk+Z1ZE/KTOx/MypNQuh2/y3wsAAACgUqlEoVBo+ngZVXMW/jTiB9ObO1ZOBQAA0J/sWEfPMBALAAAAQNp27dqV+HNm1XguTyt/j/T0U8l/X41WBD9804BhJQAA+oZFZAFoRqVSSXR8v2VUEXIqAAAYLzkVjKZYR09RrgMAAJIQBgGQlVnx2qBSnoeVqtIaWjKoBABAv5JTAdCMVsp1/ZRRRcipAABgvORUMNykTl8AAAAAZKlcLlukA4B0Hf3Uq//yQkcvo92efmogTjyllOhzFv60tWEnAAAAABro04wqQk4FAABAeuxYR88xEAsAACRlpSUAGtm1a1f9A45+6rXHq0r/cWbGV9Xbnn5qwLASAAAMIaMCoBkNd62TUSUmpwIAgOHkVPAaxTp6knIdAAAAAGmrObQ0YlBppH4bXGo0gFQdUjKoBAAAtRlaAqAZSXOqfsuoIuRUAAAwXnIqOESxjp6lXAcAACQhDAKgGZVKpebudPX02+BSrWEkQ0oAANA8ORUAzUiaU/VbRhUhpwIAgPGSU0HEpE5fAAAAALRLuVy2SAcApMBwEgAAAADdQE4FAADAeNixjp5mIBYAAACAtFV+fHLiz+nHFcEBAIDWWQ0cgGYkzalkVAAAQFJyKvqdYh09T7kOAABIQhgEQDOU6wAAgKzJqQBohnIdAACQNTkV/UyxjlxQrgMAAJIQBgHQDOU6AAAga3IqAJqhXAcAAGRNTkW/mtTpCwAAAAAAyIVbr3z1X/6kk1cBAAAAQD+TUQEAAEDT7FhHbmS5a92MUilmlEqZnR8AAGg/qywB0IyGq4HfeuVrj1eVnvhvWV4SAACQM3IqAJrRdE71KhkVAACQlJyKfqRYR66kWa6rlumGFuqU6wAAIF+EQQA0o+bQ0ohBpZEMLgEAAEnIqQBoRtKcSkYFAAAkJaei30zq9AVA2orFYsvfzJspzs0olWLXwEBL5wcAALpPuVzOdAdsAPKh8uOTo/BXv5Loc0pP/LcYOP1PMroiAAAgb+RUADQjaU4lowIAAJKSU9FP7FgHEaN2pmvmeAAAAAAAAAAAAAAAAKA3KdaRS820o6tlOiU5AACg1V2vAegvleXfTPw5pSf+WwZXAgAA5JWcCoBmJM2pZFQAAEBScir6hWIduVWrXJdmmU4hDwAA8kUYBEAzlOsAAICsyakAaIZyHQAAkDU5Ff1AsY5cKtx7TxTuvSdKW/8l053plOsAACBfhEEANEO5DgAAyJqcCoBmKNcBAABZk1ORd5M6fQGQpsK997T9NWeUSrFrYKDtrwsAAABAjzhieaevAAAAAIB+J6MCAACAUexYR8+r7k43Vqnu1L++u81XBAAA9DKrLAHQjIargR+x/LXHq0pbH8/4qgAAgDyRUwHQjKZzqlfJqAAAgKTkVOSZYh09q16ZbqSsy3UzSqVMzw8AALSXMAiAZtQcWhoxqDSSwSUAACAJORUAzUiaU8moAACApORU5JViHT0nSaFuKOU6AAAgCWEQAM2oLP9mzd3p6jG4BAAAJCGnAqAZSXMqGRUAAJCUnIo8mtTpC4BmtFKk64QZpVLsGhjo9GUAAAAAAAAAAAAAAAAAddixjq7W6u50Y8l61zoAACBfrLIEQDMq77o68ec0syL4z/18afABAAD0NzkVAM1ImlM1u2udnAoAAKiSU5E3inV0pbQLdUNlXa6bURIgAQBAngiDAGhGWuW6sYaUDC0BAAByKgCakVa5Tk4FAACMRU5FnijW0TVeKhQGH1lTrgMAAJIQBgHQjFbLdc2u+G1oCQAAkFMB0IxWynVDMyo5FQAA0IicirxQrKPj2lWmazflOgAAAADqOeXd0+KUd09L9DmGlgAAAABIUysZVYScCgAAgHxQrKMjGu1Ot+fd/znza8hy17pdAwOxa2Ags/MDAADtZ5UlAJrRaDXw6qDS0GGl//C6u7K+LAAAIEfkVAA0o9mcqkpGBQAAJCWnIg8U62irJLvT9Vq5rlqmU6gDAID8EgYB0IxaQ0uNVv5OMrhkNXAAAEBOBUAzkuZUSct1cioAAEBORa9TrKMtkhTqhur2cp0yHQAA9B9hEADNqLzr6pq709WjXAcAACQhpwKgGUlzKuU6AAAgKTkVvUyxjsxUy3StFOq6nTIdAAAAAJ1maAkAAACAbiCnAgAAoFcp1pG6tMt03bJrnd3pAACAKqssAdCMf6lcnvhzmlkRfO6/v/YAAAD6m5wKgGYkzama3bVOTgUAAFTJqehVinWkJsvd6TpVrlOmAwAAxiIMAqAZaZXrxhpSKp1oNXAAAOh3cioAmpFWuU5OBQAAjEVORS9SrGNcyuXy4CNr7SrXKdMBAADNEgYB0IxWy3XNrvhtaAkAAJBTAdCMVsp1QzMqORUAANCInIpeo1hHS9pVpmungZN/PgZO/vlOXwYAAAAAfe6ieDkuipcTfY6hJQAAAADS1EpGFSGnAgAAoLco1pFIvULdD9qww1sWu9Yp1AEAAOORt0VHAMhGo9XAq4NKQ4eVPnjM57K+LAAAIEfkVAA0o9mcqkpGBQAAJCWnopco1tGUZneo65VyXbVMp1AHAACkQRgEQDNqDS01Wvk7yeCS1cABAAA5FQDNSJpTJS3XyakAAAA5Fb1CsY4xVct0Sb+hdXO5TpkOAADIijAIgHpuLvz3uLnw3+PK+EnN3enqUa4DAACSkFMBUE+rOZVyHQAAkJScil4wqdMXQPfJ4zcvZToAAAAAOuHmwn9v+2uWTizFwNPZL34FAAAAQO+QUwEAAMBodqxjUCu7042lG3atq+5Op1QHAAC0Sx4XKgGgNdWVv2uZEz9LfL5mVgT//jGvPQAAgP4mpwKgKs2cqtld6+RUAABAlZyKbqdYR6qFuqE6Va5TpgMAADpJGATQ3+oNKg2VVrlurCGlaaVS4vMDAAD5IqcC6G9Z5VRjlevkVAAAwFjkVHQzxToy1a5ynd3pAACAbiIMAugvP19YN/hIotVyXbMrfhtaAgAA5FQA/aVdOdXIjEpOBQAANCKnoltN6vQFwHi0o7gHAAAAALUkHVAar8+8+eqIiPjBI81/zrRSKV6SoQEAAADkWjtzqlYyqgg5FQAAAN1JsY4oFouZtn9/MDAQC1NedUihDgAA6HblcjmKxWKnLwOADNQbVPrLmBVXxk+aPtec+FnsjMPH/Hh1UGmohW9OPrgEAAD0LzkVQD41KtNlnVPJqAAAgKTkVHSjCZ2+ALpD1t+c0ijC/WBgYPABAADQC7JcxASA9vv5wrqmVv/+y5iV6Lxz4mejnvvMm6+uWaqrWvjm5s8/LeVFrwAAgN4jpwLIj2Yzqojsc6okGVWEnAoAAJBT0X3sWMegbt25TpEOAADoZVZaAshOoVAY9utKpZL+a3zuB4P/fkqCz2tlRfA/ePNvJ3iFZKaVSvGSnA0AAPqanAogO1nnVK1mVBHZ51RJd66TUwEAAHIquoliHV1LoQ4AAACAWkYOKg19Pq2hpaHDSlm7fM+rg0rnJ/s8Q0sAAAAAnZV1TtXOjCqi9ZwqKTkVAAAA3WJCpy+A7pJ167dRWe4HAwODDwAAgLzIcndwgH5SKBTGHFYaekzL5//cDwYftTy19o2JzveXMavuxy/f89uvDStFxFMbEp0+Ig6V65rx0sCAYSUAAEBOBZCCakbVjpyqlqQZVUT2OVWzGVWEnAoAADhETkW3UKxjlE6U65TpAACAvBMGAbSumUGl8ZrxV082dVwa5bqRg0rDzt9Cua4eg0oAAMBIciqA1rQjo6pXqBsqrXJdmjlVo3KdnAoAABhJTkU3mNTpC6A7FYvFTL9JKdEBAAD9qFwuZ76YCQCHhpwqlUrdY556dQjqwBFHRKxbl+j8T619Y5zym483ffxfxqz42p73NH/+DRGnnN/89Sx8c8QPHhn+nCElAACgHjkVQHskyakiImLt95s+d9KMKkJOBQAAdB85FZ2mWAcAAAAA5M5YQ0tPZbyq+Ej3DJzWltdZ+OaI8p8aUgIAAADoNnIqAAAA6F4TOn0BdC+tXwAAgPRluTs4QF41WtV7LIUhw0lPFQqpDis9tfaNdT9+z8Bpw4aVXvxBsmGipzY0d1z5TwcGHwAAAEnIqQCSaTWjimg+p/qX33xDovM2m1HJqQAAgG4mp6KTFOuoS7kOAAAgfcIggORaHVxqtlC36YNnJj93jcGlkYNKQ6U1tGRICQAASIucCiCZ8ZTrms2p0ijX1cuoIuRUAABA95FT0SmTOn0BdL9iseibFAAAQMrK5bLFTAASqlQqw1b3Ttu//OYb4ufXfj/R5zy19o0x8MaXmj7+xR8MxOsWlpo//4bkg04AAABJyKkAksk6o4pInlMlzagi5FQAAED3kVPRCYp1AAAAAEDuVE469M+nfpjdayQdVkrKoBIAAABA78s6p8o6o4qQUwEAAJBfEzp9AfQGrV8AAID02R0cILlKpVL/4ye9NqwUEXHKSWMfW8u//OYb6n584I0vDT5a1WgQ6cUfDBhWAgAA2kpOBZBMsxlVO3Kq8ZBTAQAA3UZORbsp1tE05ToAAID0CYMAkqs1uDRyUGmoNIaW0hhUGqrWQJJBJQAAoJPkVADJJM2oIuRUAAAAzZBT0U7jKtatXr06CoVCrFixYvC55557Lq688sqYP39+TJ06NS644ILYsmVL3fOsXbs2zj777Jg5c2bMnDkzli5dGt/61rdGHXf77bfHSSedFIcffngUi8X4x3/8x2Efr1QqceONN8b8+fPjiCOOiHPPPTeeeOKJ8fwWGUG5DgAAIH3CIIDkKpVKzZW/x9LK0FIau9PVUx1QMqgEAAB0CzkVQDJJM6oIORUAAEAz5FS0S8vFusceeyzuvPPOWLx48eBzlUolLr300ti6dWvcd9998fjjj8eCBQti6dKl8dJLY/9Qv3Hjxrj88svjwQcfjEceeSROOOGEWLZsWfzoRz8aPOaee+6JFStWxEc/+tF4/PHH4+yzz44LL7wwnnnmmcFj1qxZE7feemt89rOfjcceeyzmzp0b559/fvz0pz9t9bcJAAAAAPSZU84/9AAAAACATpJTAQAAQLZaKtbt2bMnrrjiili7dm3MnDlz8PktW7bEo48+GnfccUeceeaZ8frXvz5uv/322LNnT6xbt27M833pS1+KD3zgA7FkyZJYuHBhrF27Ng4ePBjf+MY3Bo+59dZb46qrroqrr7463vCGN8Rtt90Wxx9/fNxxxx0RcajUd9ttt8VHP/rR+NVf/dVYtGhRfOELX4iXX3457rrrrpqvu3fv3ti9e/ewB43ZtQ4AACB9VlkCaMHWSqLDG60GPnJQqbiy1MJFAQAA9DY5FUBCCTOqCDkVAABAM+RUtENLxbprrrkmLr744li6dOmw5/fu3RsREYcffvjgcxMnTozDDjssHn744abP//LLL8f+/ftj1qxZERGxb9++KJfLsWzZsmHHLVu2LP7pn/4pIiJ++MMfxo4dO4YdM2XKlDjnnHMGjxlp9erVMWPGjMHH8ccf3/Q19jvlOgAAgPQJgwBakFK57qS31n7e0BIAANCP5FQACaVUrqu3Q52cCgAA6EdyKrKWuFh39913x7e//e1YvXr1qI8tXLgwFixYECtXrowXXngh9u3bF5/61Kdix44dsX379qZf4/rrr4/jjjtusLj34x//OA4cOBDHHnvssOOOPfbY2LFjR0TE4D/rHTPSypUrY9euXYOPZ599tulrRLkOAAAgC8IggBa0UK6rDimNVagbytASAADQj+RUAAm1WK6r5lRjFeqGklMBAAD9SE5FliYlOfjZZ5+Na6+9Nh544IFhu9JVTZ48Ob785S/HVVddFbNmzYqJEyfG0qVL48ILL2z6NdasWRPr1q2LjRs3jnqNQqEw7NeVSmXUc80cUzVlypSYMmVK09cGAAAAAPS28r0DEWEICQAAAIDOklMBAABA5yXasa5cLsfOnTujWCzGpEmTYtKkSfHQQw/FZz7zmZg0aVIcOHAgisVibNq0KV588cXYvn173H///fH888/HSSfV2Lt+hFtuuSVWrVoVDzzwQCxevHjw+WOOOSYmTpw4aue5nTt3Du5QN3fu3IiIuseQPrvWAQAApM8qSwAtaLAiePnegcFhpYiI8uqBOkePZsAJAADoR3IqgISazKjkVAAAAMnIqchKomLdeeedF5s3b45NmzYNPkqlUlxxxRWxadOmmDhx4uCxM2bMiNmzZ8eWLVtiYGAgLrnkkrrn/vSnPx033XRT3H///VEqDf/h/7DDDotisRgbNmwY9vyGDRviLW95S0REnHTSSTF37txhx+zbty8eeuihwWPIhnIdAABA+oRBAC2oMbg0clBp2McMLQEAADQkpwJIKGFGFSGnAgAAaIaciixMSnLw9OnTY9GiRcOemzZtWhx99NGDz997770xe/bsOOGEE2Lz5s1x7bXXxqWXXhrLli0b/Jzly5fHcccdF6tXr46IiDVr1sQNN9wQd911V5x44omDu84deeSRceSRR0ZExHXXXRfvfe97o1QqxZvf/Oa4884745lnnon3v//9ERFRKBRixYoVsWrVqjj11FPj1FNPjVWrVsXUqVPjPe95T4v/eWhWsVj0TQoAACBl5XLZYiYASW2tJMqpNt34UMS2bU0fX1xZSjzoBAAA0OvkVAAJJcyoIg6V65IU5uRUAABAP5JTkbZExbpmbN++Pa677rp47rnnYt68ebF8+fK44YYbhh3zzDPPxIQJr22Wd/vtt8e+ffvine9857DjPvaxj8WNN94YERGXXXZZPP/88/GJT3witm/fHosWLYr169fHggULBo//yEc+Eq+88kp84AMfiBdeeCHOOuuseOCBB2L69Olp/zYBAAAAgD5jUAkAAACAbiCnAgAAgHQUKpXK6L3n+9Tu3btjxowZsWvXrjjqqKM6fTk9ya51AAAA6bPKEo3INPLH13T8ms2pDh48GNu2bYuL7rw8Ju9/pfa5DCrRQ6rv6fnz5w9b4A56kfczeeL9TJ54P/e3POZU+/fvj/Xr18dFF10UkydP7vTl9DyZRv74mo5PK7NU9Xatk1MBAAAcksecinQ1m2lIuUmVb04AAADps4gJQHJJc6pNNz406rny6gHDSgAAAEPIqQCSaWWWqlYeJacCAAAYTk5FWiZ1+gLIn2Kx6JsUAABAysrlssVMABJKmlMZTgIAAGhMTgWQTCuzVHIqAACAxuRUpMGOdQAAAAAAAAAAAAAAAAD0FcU6MqH1CwAAkD67gwMkJ6cCAABIn5wKIBkZFQAAQDbkVIyXYh2ZEQgBAACkTxgEkJycCgAAIH1yKoBkZFQAAADZkFMxHop1ZEogBAAAkD5hEEBycioAAID0yakAkpFRAQAAZENORasU66COw08vxeGnlzp9GQAAAAAAAAAAAAAAAECKFOvIXC+utDSyUNfr5bozSqU4o9TbvwcAAGA4qyzBa1avXh2FQiFWrFgx+Nxzzz0XV155ZcyfPz+mTp0aF1xwQWzZsqXuedauXRtnn312zJw5M2bOnBlLly6Nb33rW6OOu/322+Okk06Kww8/PIrFYvzjP/7jsI9XKpW48cYbY/78+XHEEUfEueeeG0888UQqv1fGpxdzKgAAgG4np4LXyKlohowKAAAgG3IqWqFYR1v0SiBUb4e6XizXjSzUKdcBAEC+CIMg4rHHHos777wzFi9ePPhcpVKJSy+9NLZu3Rr33XdfPP7447FgwYJYunRpvPTSS2Oea+PGjXH55ZfHgw8+GI888kiccMIJsWzZsvjRj340eMw999wTK1asiI9+9KPx+OOPx9lnnx0XXnhhPPPMM4PHrFmzJm699db47Gc/G4899ljMnTs3zj///PjpT3+azX8EEumVnAoAAKCXyKlATkUyMioAAIBsyKlIqlCpVCqdvohusXv37pgxY0bs2rUrjjrqqE5fTi514zeppIW5nz0xkNGVpKOZ8tzmge7+PQAAAMn4C3j6NdPYs2dP/NIv/VLcfvvtcfPNN8eSJUvitttuiyeffDJe//rXx/e+9704/fTTIyLiwIEDMWfOnPijP/qjuPrqq5s6/4EDB2LmzJnx2c9+NpYvXx4REWeddVb80i/9Utxxxx2Dx73hDW+ISy+9NFavXh2VSiXmz58fK1asiN/7vd+LiIi9e/fGscceG3/0R38Uv/Vbv1Xztfbu3Rt79+4d/PXu3bvj+OOPjx//+Md99TVtp02bNkVExMGDB2PHjh0xd+7cmDDBOmT0Pu9p8sT7mTzxfiZPvJ+pZ8mSJZ2+hMT2798fGzZsiPPPPz8mT57c6cvpebt3745jjjlGTpXDnKrfvqbt0o2zVAAAAHlgnopm56kmtfGaoKv04g509STZje6MUkm5DgAAgJ53zTXXxMUXXxxLly6Nm2++efD56uDP4YcfPvjcxIkT47DDDouHH3646YGll19+Ofbv3x+zZs2KiIh9+/ZFuVyO66+/fthxy5Yti3/6p3+KiIgf/vCHsWPHjli2bNngx6dMmRLnnHNO/NM//dOYA0urV6+Oj3/846Oef+CBB2Lq1KlNXS/js2PHjk5fAqTKe5o88X4mT7yfyRPvZ2rZtm1bpy+hZRs2bOj0JeTCyy+/3OlL6Ih+yKkAAAAA8kixjrYqFosdX2lpvIW6w08vddWudUkKdQAAQD6Vy2WrLNF37r777vj2t78djz322KiPLVy4MBYsWBArV66MP/uzP4tp06bFrbfeGjt27Ijt27c3/RrXX399HHfccbF06dKIiPjxj38cBw4ciGOPPXbYcccee+zgQGn1n7WO+dd//dcxX2vlypVx3XXXDf66uhL4smXLrASeoU2bNtltg9zxniZPvJ/JE+9n8sT7mUZ6bdc6O9ala/fu3Z2+hLbrl5yKbHTDLBUAAEAemaeiWYp1tF2nAqE0d6jrdLkujTKdXesAACBfhEH0k2effTauvfbaeOCBB4at9l01efLk+PKXvxxXXXVVzJo1KyZOnBhLly6NCy+8sOnXWLNmTaxbty42btw46jUKhcKwX1cqlVHPNXPMUFOmTIkpU6bU/L0Y6svOmWeeOTj0NmHCBEPB5Ir3NHni/UyeeD+TJ97PjOW73/1uT+ZUfgZPR7/9N+ynnIrsKNcBAABkwzwVzZBy0xHt+uZ0+OmlwUcW5263M0qlVHeos9sdAADki794p1+Uy+XYuXNnFIvFmDRpUkyaNCkeeuih+MxnPhOTJk2KAwcORLFYjE2bNsWLL74Y27dvj/vvvz+ef/75OOmkkxqe/5ZbbolVq1bFAw88EIsXLx58/phjjomJEycOrvZdtXPnzsGVv+fOnRsRUfcYukuv7aQAAADQC+RU9As5FWkx6AkAAJANORWNKNZBl6uW6bIqwSnXAQAA0GvOO++82Lx5c2zatGnwUSqV4oorrohNmzbFxIkTB4+dMWNGzJ49O7Zs2RIDAwNxySWX1D33pz/96bjpppvi/vvvj9KIn5kPO+ywKBaLsWHDhmHPb9iwId7ylrdERMRJJ50Uc+fOHXbMvn374qGHHho8hv5R2vpglLY+mO1r7ChFaYd8BwAAADpBTkWvkFMBAABAbZM6fQH0r2KxmHn792dPDGS6s9zhp5fiZ08MZHLu0lP3RUTE3kzODgAA5FW5XLayLbk3ffr0WLRo0bDnpk2bFkcfffTg8/fee2/Mnj07TjjhhNi8eXNce+21cemll8ayZcsGP2f58uVx3HHHxerVqyMiYs2aNXHDDTfEXXfdFSeeeOLgat5HHnlkHHnkkRERcd1118V73/veKJVK8eY3vznuvPPOeOaZZ+L9739/REQUCoVYsWJFrFq1Kk499dQ49dRTY9WqVTF16tR4z3vek/l/G7rDyCGl0tYHY+Dkt6b7GiOGlEo7SjEwN5uc6hdeHd773wPZnB+A7lD880Pf78tX+X4PQDrkVPQDORVpymKWSk4FQC+SUwGQNjkV9SjW0VHKdcNVy3RDTbnnhth72U2pnH8sZ5RKsVngBAAAuSEMgojt27fHddddF88991zMmzcvli9fHjfccMOwY5555pmYMGHC4K9vv/322LdvX7zzne8cdtzHPvaxuPHGGyMi4rLLLovnn38+PvGJT8T27dtj0aJFsX79+liwYMHg8R/5yEfilVdeiQ984APxwgsvxFlnnRUPPPBATJ8+PbvfMOO2ZMmS+O53vzuuc9Rb9TutoaV6q36nObT0C6XRr/MLpZKhJYAcqg4qDf21oSUA0iKnAjkVyaQ1SyWnAqAXyakAyJKcirEUKpVKpdMX0S12794dM2bMiF27dsVRRx3V6cvpK1mX6yIi03JdRLRcrqtVpqsl63JdRCjXAQBAzgiD+odMI398Tdtn//79sX79+rjoooti8uTJiXOqekNKtbQytFRvSKnma4xjaKnWoNJIhpa628GDB2Pbtm0xf/78YUOZ0Iu8n7M1clBpJENL6fJ+Jk+8n2lFN+dUI38uZHxkGvnja9oZrcxSyakA6FVyKgDaqZtzKtLVbKZhxzrokGYLdVV2roN8eOPEQyHA4wd6+/9rE18NsA/4ngEAAPSp0v7qX/J+OrPX+GLp7w/9y99n9hIR0dyQ0sjjDS0B9KZGQ0ojjzW0BAAA3U9O5ecWgF4kpwIAuoViHV2hWCxmvmvdz54YyHTXusNPLzXctS5pmQ7Ih2qZbuRzvViumzgixJ5YKvVsua664kQ7dk3N1KZNh/65ZEknrwKALlUul62yBJBQo5zqtUGlVx3/uxHPNj+0VNr6YN3VwAeHlIZY8Z9ujNv+/sbmX2NHqeFq4KXfnjn47y83fWYAelVp/aHv+5WMzv+LRxz68/E7r/RmVghA9uRUAMkkzqgi5FQA9AQ5FQCdJqdipEKlUsnq3qTnNLvNH9lpR7khy3JdRIwq16Vdpst617qIsGsdpKRWoW6kXijXjSzT1dIr5bqxboR7slxXLdQNpVwHwBiEQfkn08gfX9P22b9/f6xfvz4uuuiimDx58uDzI39OqDmsNFSCoaWIGDW0VGtQaaQkQ0sRMWpoaeiQ0kgvP3pKonNHhNXAu9TBgwdj27ZtMX/+/JgwYUKnLwfGxft5fKpDSiNVtif7nl9vNfDqoNJQhpZq834mT7yfGY9uzKnG+rmQ1sg08sfXtLMSZ1QRcioAuo6cCoBu1I05FelqNtNQrBtCENQd8lCuW/R3N2R6fuU66F7NlOlG6tZyXTOFuqG6tVzX7I1vT5TrapXpRlKuA2AMwqB8k2nkj69p+9QboCw8Wkh2soRDSyve/VKy80fyoaW4+ammDzW0lA8G3ckT7+fWjDWoNNR4h5ZqDSoNZWhpNO9n8sT7mfHqtpxKsS5dMo388TXtvMQZVYScCoCuIKcCoNt1W05FuprNNKTckKLTD6/E6Ydn31Wdck+2xb2IiDMSFmqg371xYqmlUl03mlgqJS7VdaNisZjohrerb443bWquVFc9FgAA6GqVd304Ku/6cKav8XP/6cT4uf90YqLPmfqm5oebqn4hBz8/AsktKZViif//d5XS+pmDj2YU5iX7nl/881L84hGvPRpp5hgAAKDz5FRAr5NTdR85FQDQaxTr6DrtKDb87Il0V6AYWairvPsTqZ6/3aY8eOgB1Fct0423UNcNhbxqmW48hbpuKONVy3RdXZJLIkmhDgAa6IndWQG6TOVNCRdQOv53659vxKDSn1Q+lviaVvynG+t+fOSg0s89el7i12jW1L/+y5j613+Z2fmB7jNyUMnQUn2l7/908JGVy0pPxmWlJzM7f0RE4d2HHgCQFjkVQDKJM6oIORWQe3Kq5rUjo4qQUwHQm+RUREQUKpVK9ttr9Yhmt/mjPdrxTerw08f3w1Sj3ekKf/2H4zp/I3svuynV89Uq0w1Mtw02DJVlCe7xA+3//1sWZbgDA+39faRdouv4TXJaRbolS9I5DwC5k5sCOsPINPLH17R99u/fH+vXr4+LLrooJk+eXPOYwqOFZCd99tPDftlo1e//Vvh4svNHxG1/f+OwXzda9fvf3vSNps/98qOnjPmxsQaUBk5e1PT5ydbBgwdj27ZtMX/+/Jgwwdp6pKPRYNKmjPKgXnw/1xtQGnjD9NRep9aQ0lOfOCvxeSrbx/6eX2tIaf+cZOf/ziv+jqGqF9/PMBbvZ9LSLTlVMz8X0jyZRv74mnaPxBlVhJwKyJ1O5VS9pl0ZVYScCoB86JacinQ1m2ko1g0hCOo+3Viua1SmGyrrYl3E+Mt1zexMp1wHr8l6d7l2lOvasbNc1uW6rG9gO1Kuy2JnOuU6AMYgDMofmUb++Jq2T7MDlEkHl5KuJN7K0NLfxF8mOn48Q0vNrPhtaKk7GHTPt9e9muu82IYBoaSrfGcxtNQL7+ekK32Pd3Cp0arfaQwtNVr129BSa3rh/QzN8n4mTd2QUynWpUumkT++pt2llXKdnArIQr/lVL0gSU6VRrlOTgVA3nRDTkW6ms00JrXxmqCnJSnUVVXe/YnMy3VT7rmhpXJdM4W6qtJPS8p18KrHDwxkXq7Lys+WHLruaR2+jvFo101rsVhsT7kuizLdyPMr1wEAQFslHVRqxZ9UPhYREX9T+MvMXmPqm56KuO4fE31Oaev3DC1BRl43YnjodaVSJkNLtxRfe50vpn7215z86u9naw8POZW+/cuH/uWIryb7vO//NPHgUqMhpaFO+cP/L/HQUmHeUxFnj70i+EiTdyYbWvrFI0qGlgAAICWVN1WaLtfJqeRUkAU5VfdpJadqJaOKkFMBAPmkWEdXa0ex4WdPDNTdta6VQt1Q7SjXJZGkUAfUlmW57o0TS6nvWlct1FW99O8R0zK+A5hYKqW6a13eVoGo/n7KWRfrAGAM5XI5d3++AmSt0dDSeAeV/qTysbqrgVeHlIZ6tvLDOL5wUtOv8XOPntdwNfCPPvq3g//+yTim6XMnVf1Z9fBN/gIb6hk5qDTyY2kMLQ0dUhrqv1QivphgI4QlpVLd1cBPrvF7OblU6rmhpcFBpapXLkxcrmvWx0vfe/XfDsvk/BER8YevDipl9HcHT5/+6r/01pcZgDaSUwEkJ6dKl5wKmiOn6j5yqmTkVAA0IqfqX4VKpZL90jQ9otlt/mi/duwaNLJcN95C3VDtKNbV27UurTKdXetguCx3rhtvuW5kma6WrMt1ETHucl2nb1DT/vOn1u+n/Od/nupr1GTXOgDG0Ok/a0mPTCN/fE3bZ//+/bF+/fq46KKLYvLkyQ2PHzm0lPbK3yOHlmoNKo2UZGgpIkYNLQ0dUhrpk3+dfGip3mrgtX5eNbSUroMHD8a2bdti/vz5MWHChE5fDi2oN6RUSytDS2MNKdWSZGgpIkYNLdUaVBpprKGlbno/jxpUGinh0FK9FcFfG1R6zf9OOLRUdzXwPxxj1e+Ef5dQbzXwwUGlIXb12HBa2rrp/Qzj5f1MFjqZUyX9uZD6ZBr542vaveRUjcmpYHzkVN0pzZwqaUYVIacCIP/MU+VHs5mGYt0QgqDu1o5yXZbfBDtRrstidzrlOnhNlsW6iNbKdc0U6obqxnJdt92QjvfPn2Z+P8p1AHRSt/3ZS2tkGvnja9o+eRmgTDq09L747aaPTWNoqdHPq4aW0mPQvXeVXj70/5N/+ZVkn5dkYOns0jkREXFJ5aVEr5F0aGl3ssMjovbQUqffzw2HlEYaZ7lurGGlqnEPLY01qDTUOIeWag0qDdXPQ0udfj9DmryfyUqncqq8/FzYLWQa+eNrSlJyKuh9cqru+z6QZU6VNKOKkFMBkH/mqfKh2UyjDeP00P3a8Y2v8u5PZF6um3LPDRFzxt65Lg2ln5aU6+BVjx8YyLxc16ykhbpu1K03ocVisaVyXZLfT/Gqq7Iv123apFwHAADEs5UfRkTEHxT+uOnP+ei7f5x4aKm09Xvx8K9e2fTxP1tSMrRE36oOKlX9/DeTDS29rlSqO7RUHVIa6r7CtMRDS82YtO7/iYiIn1z+9tTPXXXkGw7999rz/ey+ZwzmOt/O7CUiIqL0/Z/G29/7r00f/wuxL9HQ0il/+P/FU/GeZBf11kg0tDR5Z8SWtzZ//IxSydASAAAQEXIq6DYjM6oIOVUjecmpkmZUEXIqACBfLB9Hz8iicFEsFtta5Ki8+xOZnjvL8wO1tbKrXLMalfZ+tqQ0+GjVS//e8qc2bWKp/vW1+3tx1vL2+wEg/9qxOzgA2asOItX7+NBjbq78TqLzf/TdP27+4FvPPvQA6iq9XKo5sBRxaGgpidfVyF/OLp1Tc1ip6r7CtKbP/18q9T8+ad3/MzisFBExa8i/N+vkBhnSkW8oDQ4rVX+dtpG5TuU3X0l2glcubOqwyn85d/CRlX+pXB7/Urk8s/NHRNzw1lvjhrfemulrANBf5FQA+ZB1TpWInAoaqpdRRcipask6p6pmVFnnVO3IqCLkVAD0JjlVfylUKpUGt5n9o9lt/uis8X6T6nTZIe1d62qV6QobE+533gK71sFwWe5cN7K8l8XudNPasIftgREr/HT6+3FS9f78Sev3kvmudRF2rQNgTL32ZzPDyTTyx9e0ffbv3x/r16+Piy66KCZPntzpyxm34wsnDft1o0GmJCuCR0T9FcFrDCk9/PApic5vNfDxO3jwYGzbti3mz58fEyZYW6/b1BtSqiXJiuAREWdE80NIVUlWBP/iiOh5UoPBpFZWBN86JEOqvp9PfevlMXFS7eGhNFYEb3QvXFh7RLITHvHVUU/VG1D6vwpfSHT6equB1xpSKhRa+DuDOquB1xpSWh7XJTp9P64G7vszeeL9TNbanVPl7efCTpNp5I+vKa3KMqdKmlFFyKlgqKQZVYScKqJxgW68OVUz98HjzanSzKgi5FQA5J95qt7WbKahWDeEIKh3tFKu66ZvauMt1zWzM51yHbRXlsW6iIhHzsj09BHRnnLdkh6/7Rj5508Wf7Yo1wHQSd30cxPJyDTyx9e0ffp9gDJpsS6ixuBSg1W/DS21l0H37lRd5XpWwhW+mx1YevHV4Y96K3+PJcnAUkTE3XcnW+W7laGlna9e0oF/PyK2PLiubrEuorWhpdLXZkbl909u+vikQ0tJVxEfb7mu0arfaQwtNVr129BSfb4/kyfez7RDO3Oqfv+5MG0yjfzxNaVdxr0AVBM708mp6HetZlQRcqpmJc2pkmZUEdnmVGmU6+RUAOSNearepVjXAkFQ70hSrOvWb2StlOuaKdQNew3lOmirLMp1E5Yc+mP6/z2Q/f+fsyzW9Xqhrt2U6wDolG79+YnGZBr542vaPgYoWyzXvekdiY43tNQ+Bt27R3VQaaQ0y3Uv1hj4yGJo6ZTCLYP//sl1r098/maHlmbd9f6IiPjBJf93RGRTrCt9beawXzc7uNTswFLSQt1QSQeX/q7yvkTHtzK0dEPUH1IaydDS2Hx/Jk+8n2kHxbreJdPIH19T2ilxuS5hRhUhp6I/1cqp0i7X9UJOlaRYNzKnalazOVWrGVVE9jlVK+U6ORUAeWaeqnc1m2lIuelJjb45FYvFwUceVN79icSlOqD9Hj+Qzg/XE5ZUBh9V/2Fi9sW0l/49/XMuqVSU6rrNkiVKdQCMqZXdwQHofTdXfqfpYz8ZH45Pxoczu5Zf3n/oAb3s5FJpzFJdRMRPmlzdu+rnaww5vTgwUHNYKSLiHwceSvYCEXFfYdqo504p3DL4GOqjl/9z4vPPWld/9fBZd71/cFgpImLhfe+vc/RoR76h/oJXpa/NHHyMVFi1tanXaDSIVPnNV8ZVqkvi7yrvSzyslFSlUoks1+bcNTBgWAmAuuRUAP2p2Zwq64wqQk5FPtTLqZJmVBG9n1M1m1G1I6caqdmMKiL7nCpJ7iSnAqAfyKnyz451Q1hhqfeM/CbVa0W6ervWpVWks2sdtF+rO9cNLdKNpRd2rlOkS0fqu9Yp0wGQQK/9bIVMI498TdvHzgSH1FsNfMwhpTc9leg16q0GXmtIaeAJmVMr7CDTGfWKdGNJuir4wNRk/59oZUXw6+LjTR+bxs51Q4eUanni4i80tWNd1cgVwWsNKdUynhXB0y7T1VsRPI0hpXqrgY/1V4Z/WPiTRK9RbzXwfh5S8v2ZPPF+pp3akVP5uTBdMo388TWl3RLnVAkzqgg5FfmWNKdqZee6Xs+pkmZUEePfua6ZnCpJRhUhp2qGnAqANJmn6j3NZhqKdUMIguiEkeW6LHamU66D9kpSrGumTDdSt5brFOrSN+5ynTIdAOMgDOotMo388TVtHwOUrxk5tNTUqt/jLNc1WvXb0FJyBt07I9Ni3UuH/jEwO7uBperq4X9b2pjoNVop10XlK00fekRMjHVTz2+6WBcRsfC25AOVEckHl7I0cmgp7VW/Rw4tNfNXheMdWjKo5Psz+eL9TLtlnVP5uTBdMo388TWlExLnVCmU6+RU5IWcqkkJMqqqpOW6VnKqbsqoIuRUADCSeareoljXAkEQeaZcB+3VqFzXSqGuqtuKdQp12WqpXKdQB0AKBEG9RaaRP76m7WOAcrh6K8SOKeng0oNjrwhei6GlZAy6d07qQ0svjX4qzaGl6pDSSEmGlhINLF1+wqF/3nVH05+SpFj3+qmHMqrCqq3NX9MI3Ta41G2SDi1dMvArGV1Jb/L9mTzxfqbdFOt6i0wjf3xN6ZTEOVUL5To5FXklp6qjhYyqqtli3XhzKhlVY3IqADrFPFVvaTbTkHID4/az4w49gNc8fmB0eDRhSWXwMR7/YWL2RbaX/r3+x5dUKoMPusiSJUp1AKSmXC53+hIAyJmPPvq38dFH/7bTlwGZ2drCSsc/qTXP8VLUHFaKiCj9n2RDUbWGkv5x4KExh5UiIt4xcG7T5//o5f9c/4DLT3jtUfWe/9r0+Zvx+qmVwWGliPENHo2nlMdrPnHfdfGJ+65rfCAANElOBUDa5FTknZyqhhQyqoX3vb/ux9PKqWRU6ZFTAZA2OVU+2bFuCCsskXdp71pXq0z3vd1WZoKhTjmpFK+blc0ftZ3YuU6RrjPq7lqnSAdAxqy01BtkGvnja9o+diYYLe1d62oNKX3ylQ8nOr3VwJtnB5nOa2lF8K8mOz7piuBJJVkNPKLGiuBDh5TG0sSq4NUd6y5/eUM8fsl/H/axoUNKtVgRPBv1VgOvNaRUPs737yrfn8kT72c6Jaucys+F6ZJp5I+vKZ2U5q51YxXp5FTkmZwqGudUKexcl0VOJaNqTE4FQCeZp+oNdqwDRqmcO/5CTHV3urF2qFt0VPIfxiGPTjmpFKecdOj/Dy/+JJsCXLt2rrM7XecVr7pq9JN2pwOgTay0BNB/WlqL7dFTRj1Vb+Xvjx5xS6LTl06XOZFPWwcGWlpBPGtJVgOPeHVF8Fq709WTcFXwhfe9f3DV70bDShGGj7Lyicp/G/1cnZW/iz/y/RuA9MipAPpP4pwqYUYVIaeCqr7NqVrcuU5O1XlyKgA6SU6VL5MaHwLkSeXcSks7141VpKtl0VElO9fRt6plupFe/Ekhs53rstKO4h6NbXl1Bb6jImJ3FwaYAABAPlUqleQrgj96Snw0mh9E+ugRtyRaEbx0esmK4PSErQMDdVcDrzWgNDB7IEr/p/nBjtL/KWW+Gvg7Bs5takXwSmSfIe16559kvnuMAafGhv65ULmv+c8r/qhkRXAAAKBliXOqhBlVhJyK/JJTpa9yefId7hKdX0bVFDkVAJAmO9YBddXbnQ44pLo73ViluixlUX77DxMrSnVdYEuhMFiqA4BOs8oSAI1UKpXWdrpr0p8efugBvaLWUFKjVb+TDiAlGXDKQuXV/1X9fjyQ/CQNVgTf9c4/SX7OIRoNIlV+/+TBB2MrFArJy9YAkBE5FQD1ZJ1RRcip6D1yqiY0yKgql98x+GhVszkV9cmpAOgmcqr8UKyDPlQ5t36AVC3TjadQt+go22aTf0nLdC/+JJsf6tMowVXLdAp1nVUt041VqDuqzipiAJA1YRBA/2k0hFQdVBp63M2V30n0Gh89ov7q4SMHlR4p+rmI3lEdUGo0qDRUtw0tvWPg3FHPjRxUGiqtct14B5WGnavGQJJBpcaqQ0pjDSoVLkl2vuKPfP8GID1yKoD+02xOVZU0o4qQU5FvcqomZJxRRcipWiWnAqCbyanyQbEO+lStcl3au9Mp15FX49mdrtvKdcp03SHJ7nTKdQB0kjAIoP/UGlpqtPJ3GuW6eit/G1qCV53y6iNj7xg4d3BIaaxBpaFaLdelsfL3WIbuTGdQqb4kq34bWgKgk+RUAP0naU6VVrlOTgVNyEtOlXFGFSGnSkJOBUCvkFP1PsU66EOFwvooFNZHvPUrqexOV49yHXlRLdO1WqgbKqtyXRIKdd0hSaFuKOU6AACgnYbuTNdodfCqVsp11SGlsQaVhjK0RJ41XA18xKBSKaMMtlgsDj6yVKksjkplcaavQXYMLQEAAO2UNKdqtVwnp4JD+imnklH1PjkVANAqxTroI4OFOqBpaZXp2qFRUa5aplOo66xqma6VQh0AdAOrLAGQtk/e+I745I3v6PRlQFepObRUZ+XvtIaWxhpS+mTlw4nO02g18OqgkmGl/lI+biDKxzUYyAOABORUAKRNTgWj9UtORX+RUwGQNjlVbytUml1iuA/s3r07ZsyYEbt27Yqjjjqq05cDqWimSPezJy/O/Dq+t9sPIfSOdhXpXjcrmz+C/98DwwtbinTdIYsi3e4B31sB6Jysdy4hGZlG/viats/+/ftj/fr1cdFFF8XkyZM7fTm58weFPx7zY7WGlP70Y2NMY4zhzWU/F4108ODB2LZtW8yfPz8mTLC2Xq9LOog0kDCHLZVKTe9EGRHx0cItic6/KpYN+3XSISXfozuj0EKOVblv7I8ZUjrE92fyxPuZbjPenMo9R7pkGvnja0oeJM2oIuRUMFK/51R0hpwKgF5jnqq7NJtpSLkhp5LsTnf4aV/J+GoiFmW0zTv0shd/ks2OZUN3plOq67wsd6c7quR7KwCdY6UlAJpxc+V3Rj1Xb+XvD378qUTnf6To5yJoRalUitKruUKS4ZRWVgS3O13vaWVNzsIlo5+z8jcA7SKnAqCRpBlVhJwK2kVORT1yKgB6jZyqN03q9AUA6Wq2TDfS4ad9JfOd6xYdVbJzHT3hqR8OtG3Xuhd/Ushs5zr6w1Glkp3rAACArnZz5Xei8PGtTR//wY8/lWhF8EeKJSuCk1sDuwcSrQZeOqpUdzXw0hiL9BQKhZaGVOpJOtxEd6lUKolXBC9cEjEgpwIAALpU0owqQk4FQ8mp6BQ5FQCQNTvWQQ5Ud6drtVQHjPbUD/1gDQDQiFWWAOi031526AF5Vm8AqZZaA05DV/4er0aDSJ+sfNiwUh/6wUuHHgDQKXIqADpNTkU/kFPRC+RUAHSanKr3KNZBD0u7THf4aV9J7VxjWZRg1RrotHaV6178SbIVdegtp6a8ilYtR6UUOAJAK4RBADSj8rGTEx3/wY8/VffjIweViiv9XES+tTK0VB1SanZQKcmqz7UGkgwq5U+j1eGrQ0pDB5WOfIPvxwB0jpwKgEaSZlQRcioYSU5FJ8ipAOg1cqreolgHPSjL3emU66AzlOvyTbkOgLwTBgHQjDTKdfVW/ja0RC+YVirFtIx/hv/gaZ+LD572uZY+N+nQ0tAH+VRraKnRqt+GlgDoJDkVAI2kVa6TU9Hr5FT0GjkVAL1GTtU7FOuAUZTr4DXt2rUuQrku75TrAAAAWivXVYeUxhpUGsrQEt1q5KBSK0NLjVYDHzmo9MHIfmiJfCsUCoPvh1qrftdjaAkAAOhmrZbr5FTkgZyKXiSnAgCypFgHtN33dg/E9xJuCQ+d1M5yHQBAr7LKEgCpW/DuQw/oYfVW/k5raKneyt+tDi3R34YOKgFAL5JTAZA6ORU5IKeiF8mpAOh1cqreoFgHPahSuSjz18hi1zqFOnqZch1psGsdAHknDAKgGQ1XBB8xqFR4TzHR+a0GTqdVh5SaGUhqdWipOqQ01qDSUIaWaFa9QaWF05Kfz2rgAHSSnAqARprOqORU9DA5Fb1KTgVAnsipup9iHfSoXinXVct0CnVQ3+tmVeJ1s7IvXdF5ynUA5J0wCIBm1BxcqrPyt6ElekHp26UofTvb916pdCBKpQOZnb9SqUSlDdkF3aXZlb8NLQHQa+RUADSSNKOKkFPRG+RU9Co5FQB5Jafqbop10MO6uVynTEceZbFrnUJdf1KuAwAA+tngX4zfeErNlb/H/DxDS3SpkYNKb7gz2ec3Wg28OqQ0dFDpT+OMRK/RaDVwg0o0y9ASAACQF61mVBFyKrpTNaOSU9Ev5FQAQFoU66DHtaNcl4RCHXmXRrmuWqZTqCMruwcGYveA78UAdI5VlgCopdmVZtNQXj0Q5dV+LiJb9Vb+TmNoqdGq32kMLRlUohVJhpb2fH8g9nzf92MAOkdOBcBI7cyoIuRUZK/R7nRyKjhETgVAp8mpupdiHdBQo13rqmU6hTr6RavlOmU6hspi1zqFOgC6iTAIgIjXBpXGHFb69WR/XjRaDdygElmrtfL3WFoZWqq16nc9rQwtVYeUDCpR1cp7oVG5zqASAN1ETgVARINCXcKMKkJORWclyagi5FT0jqTvhWYzKjkVAN1CTtWdJnX6AoDxq1QuikJhfaavcfhpX4mfPXnxsOcU6aA5ynSM5dRKJbaMcyU8RToAulm5XI5isf5fLAOQT4lW/f71csTnm//zovCeYlTuGv4XDoaU6HUvVX++b3JQqRWfqVyV2bnpfZVKJfGODQunRfzgpeHPGVICoFvJqQD6V9M/6yTMqCLkVOSTnIpOS5pTyagA6DVyqu6jWAc50a5y3cDAsZm+BvSKp344EKecNPaqT8p0NKvVcp1CHQAAkCstlOsGzvizDC8Iahv4pYGmVwKPOLQa+Pf/f2N//KURP98PDExsehXwqj+NM+KDsXnMjxtUolmtlusG5FQAAEBetFiuk1PRbkkzqgg5Fb2llXKdjAoAaNWETl8AkJ5K5aLsTn7Po4cewKCnfjj6h/HXzaoo1ZGp3QMDSnUA9JRyudz4IABIoDKnHJU5/nyhcwZ+KdnP5W+4c/RzLw0MjBpWGjz/wMTE1/Snccao5z5TucqwEpkaGBgwsARAT5FTAZA2ORWdlDSjipBTkU8yKgB6kZyqu9ixDnIm9Z3rRpTpSk/dFwOnXJLe+aHHVct1tuRlPBrtWqdIB0CvK5fL7pcA+kwrux41WhF85JBS8blSlI/18xKd0crOdUmGnVpdETw+d1ZUrrLoE61r9P3bkBIAvU5OBdB/EudUCTOqCDkVndPqznVyKnqBnAqAvJNTdQ871gG11dmhrvTUfW2+GOh+Vg5gvE6tjA4T7U4HQJ64XwLoP5UaP+c09Ouj/7yot/J38blkQyPQERMi+7+N+dxZhx4RUfjzhKVWGKHW928rfwOQJ3IqgP6TOKdKmFFFyKnonEQ718mp6DFyKgDyTk7VHexYBznU8q51YxTparFzHYxm5QDG69RKxU0yAACQK63uXFf5SvOHWxGcTmm4IviIIaXSplIMLElxNfBXB5RqKfx5wYrgjEtFTgUAAORMKzvXJcmoIuRUdI6cijyTUwEAWbNjHeRUpXJR8wfX2Z0OAJI45aRSnHKSlfgAqM1feAAAeVNzRfA6K3+XNiX7mXlgYOLoJ4es+g0AQGvkVABA3sipAAB6k5yq8xTrIMcaluvGWagrPXVfy58LeeXmhvHq1V0PRxbqlOsAGIv7JYD+U6kkX424cHGy44vP+RmEzhn4pYHXhpSa+FuXloaWqkNKCQaVCn+ecLdIGKFXcyoAaJacCqD/JM2pkmZUEXIqOktORV7JqQDIOzlVZynWQc7VLNeluEOdch2M5uaG8eqVMKhaphurRKdcB8BY3C8B9B/lOugMQ0uMV6/kVADQKjkVQP9RroPOkFMxXnIqAPJOTtU5inWQY0sL/yOWFv5HnBfPv1amS6lQN5RyHYzm5obx6uYwqF6ZDgAAYCzKdeTZwJKBRMcnXg084fmHMrTEeHVzTgUAANAK5TryTE5FnsmpAIAsKNZBzlTLdEsL/6PTlwJAzrRSqFPAA2AsFiIAIG3lYweifGzrQx0wXt08tATtVFxZiuJKmRAAvWPTpk2dvgQAckZORafJqUBGBUBvMk/VGYp1kAPNlOnOu+zUTK/BrnUwmpsbxqsbVlmqlunGU5BTrgNgLO6XAPpPFrvWGVSim3Tr0NLeLVYDZ3wa5VTVQaWhw0oGlwAAgG6W9q511YxKTkW3kFORV83mVEN/DQC9xDxV+ynWQQ9LujOdch20n5sbxqtT5brxlukAoFnulwD6T1rlOoNK9Lxfe/WRoZ/9yqFHhKElxq9WTtVo5W+DSwD0EjvXAfSfNMp1MipyQU5Fj0maU8moAOg15qnaa1KnLwBIJkmRrpbzLjs1vnHPlpSuZrTSU/fFwCmXZHZ+6EXlcrkrdh6jdxWLxbbcJGdZpDvlpFI89UN/mQBAbe6XAPpPpVKJQiHZ8ETh4oiBAT9X0P0GlgzUX+F7xJBS6ZRSDDzV/Hu70fmrA0q17N1SiCmnJi+3QlWxWIxYluz7d3FlKcqrff8GAAC6U9KcSkZFL5FTkWdJcyoZFQAwFjvWQQ+o7kw33lIdANRSLBbbUmawAx4A9VhpCYB6bohb44a4tdOXAU0bWFJjQKPOyt+lU5L9zFzr/ENX/YZeteioUiw6SoYEQOfIqACoR0ZFL5JTQWvkVAB0mpyqfRTroItlVaY777JTUz/nUKWn7sv0/NCL3NwwXlkU30YW6l43K/uVwLIs171+XileP0+gBQAAvaJSqf8zSHVQaeiw0n2lb2Z9WZCagSUDrw0pjTGoNFQrQ0vVIaUkg0p7tyTbbQxGeSB5hlRcWf/9PXJQydASAJ3k7/UA+k+zOVWVjIpeI6citxLmVM1mVHIqALqFnKo9FOugyywufGnwkSXlOmg/NzeMVxrlumqZbqxztaNcl7aRhTrlOoDe5X4JoP/UGlpqtPK3wSUYP0NLjFtK5bp6K38bWgKgk+RUAP0naU4lo4J0yKkYtxTKdY12p5NTAdBJcqrsKdZBl2hHmW4k5TpoPzc3jFer5bp6ZbqRsi7XpbFrXbVMN1aJTrkOoHe5XwLoH4VCIQqFQ0MTtXanq8fgEr1i4KmBRMcnXQ38e7uTnX8oQ0uMW4vlulorf4/F0BIAANAOreZUMip6iZyKXGuhXJcko4qQUwFAninWQQc12p1uZw//X7QycFNUBm7q9GUA9L0khbp2arVcV69MV+tYAHqTch1Avg0dVIJ+0M1DS9BOb9twcbxtw8WZnb/001KUfioPAiA9MiqA/Esjp1Kuo5fIqSD7jCpCTgVA+uRU2erd1g70sCS702Vdrkt717qRhbriPX44gJHc3DBejYpy1TLdeAp1We9al1SSQh0A+eCeCSB/6g0q3RTXJT6foSV6iaElcqvBauDVQaWhw0oXnpZscKnRauAjB5UMLQGQJhkVQD7Jqehncipyq8mcqippRhUhpwKgs+RU2VGsgzZKUqhrpzTKdfV2qFOug9Hc3DBetUpzae9Ol3W5rtGuddUy3XgKdcp4AADQec2u/G1oCdpnyqmVmHJqdy2qQw+rMbTUaOXvNMp19Vb+NrQEQJr8vR5AfsipoPvIqUhVwpwqrXKdnAqAdpFTZaNQqVTckb5q9+7dMWPGjNi1a1ccddRRnb4cciKtIt2cOJjKeer5xj1bEh0/VpFuLOXLrEYDI6VZgoKsvPiTxn+xMB5P/XD4nw9ZlOH+ebs/gwB6lful5sg08sfXtH32798f69evj4suuigmT57c6cvJpWaGlYa6IW5N/BqXDPxK4s/Jq4MHD8a2bdti/vz5MWGCtfW6TdIVvpOuIF5vxeReHFDyPbq3vK3wnxJ/zlef/Eqi4w//UbLzD0zvnkzI92fyxPuZvGnmPS2jap5MI398TckTORW8Rk5FniXNqZJmVBG9nVMB0NvkVM1rNtOQckNG0t6dbmcX/d+13u50AJDUKSeVUtmdrh471wH0ListAVDPTfEf46b4j52+DGha0gGkpANO39s9+vxW/SYPDj/tO3H4ad/p9GUA0MdkVAA0Iqei18ipoDVyKgA6TU6Vvu5p6kBOpF2oa6fzLju17sfHW6gr3qPUACO5uaEXvG5WdqHm62ZVMj1/O5S2fj9KW7/f6csAyDX3TAC9rVJJds9/U1zX4OP/cdSgUql0REvXBp3QjqGl7+0eMKhE2/1D5e8Tf86Fp11c9+OjBpXemmxoqfTT5v7/U5pYGnwAwFhkVAC9T04Fw8mpyKukOVWzGVXWOZWMCoBmyanSpVgHPaQdu9bVKteluUOdch2M5uaGXpBm+a1apht6ziPnZx+gpr1r3chCnXIdQLbcMwH0tjSGlhqt+m1oCYZz/0QnpFWuq7vyd0pDS2MNKhlcAqAe91gAvU9OBe3nHopOSKNc13B3uhRyKhkVAK1yj5WeQiXpT4o5tnv37pgxY0bs2rUrjjrqqE5fDj2qHbvVzYmDmb/G1393eabnL1+WbLUb6AfFYrHTlwANvfiTQkuf12wxb8+21s6fxD9vH9+fQY0KdAMnv2Fc5wdgbO6XxibTyB9f0/bZv39/rF+/Pi666KKYPHlypy8n9wqFpPf8TyR+jYGBVxJ/Tp4cPHgwtm3bFvPnz48JE6yt182SrvCddAXxql6+h/I9une9rfCfEn/Og7Eq4Sf8YrLjX5fs8IED6f49hu/P5In3M3mT9D3dy/dX7SDTyB9fU/JKTgWvkVORZ0lzqsQZVUSmOVXaGRUA+eL+qr5mMw0pN6Tsu5UrMn+NLHeu+3rlvfH1ynszOz8A/WXkznSNdOvOddXd6ZrZlc7OdQDZsdISAJAnSQeQkg44VbmHotv9Q+XvW9rprlkr37omVr51TeLPsyo4AGNxfwUA5E27ciroZllnVBGt5VQyKgDqkVOlQ7EOMtCOcl3aRhXq1mRbbCje42YfRnJzQy9opiRXLdMlKdR1q2bLdAC0j3smgN5WqST9OeH0xK9RKh2R+HOgU5TryKtGQ0jVQaWhx1Uqi5O9yFu/U/fDIweVVr4xebmuWTcUS3FDMeO/9zj33EMPALqC+yuA3ienguHakVO5h6ITms2pqhJnVBGZ51RJynVyKoD+4x5r/BTrICNZl+vS2LWuWqYbc4c65TpoOzc39IJahbk0y3TdsGvdeAt1yngA2XLPBNDbDC1BawaeGkg84DSUeyjardbQUqOVv9Mo19Vb+TvtoaWRg0qpDy1Vh5SGDioZWgLoGu6vAHqfnApaM56cyj0UnZA0p0qrXCenAqBd3GONT6GS/KfD3Nq9e3fMmDEjdu3aFUcddVSnL4ccWFz4UuavMScOJv6cMYt0Y/lIIfFrJFG+rPVhEMirYrHY6UuAjtuzLds/fyIi/nn78D+D0i7EDZz8hlTPB8Br3C8NJ9PIH1/T9tm/f3+sX78+Lrroopg8eXKnL6evFApJ7/mfSPwaAwOvJP6cXnfw4MHYtm1bzJ8/PyZMsLZer6i3wvd4ynS19NJ9lO/R/atQ+G6i41fG1xIdv/rxjyQ6fuDA8P8fNhpMuqk8+v+3ib4/NzOUtHFj42MgI+43yJvxvKd76d6qXWQa+eNrSj+QU8Fr2pVTuY+iFyTNqCJ6I6dKRE4F0DPcX43WbKYxrpR79erVUSgUYsWKFYPPPffcc3HllVfG/PnzY+rUqXHBBRfEli1b6p7niSeeiF/7tV+LE088MQqFQtx2222jjql+bOTjmmuuGTzmyiuvHPXxN73pTeP5LcK4ZL1rXVJ1d6cDgC7Trp3rqrvTZbHLnJ3rALJjpSUA6nrl9EMP6BG1hpLGu0Md9INKZXFrK4gnVJpYGlz1u5nVvltaEbzWqt+Njgeg42RUADQkp6LHyKmgNXIqADpNTtW6lot1jz32WNx5552xePFrNwGVSiUuvfTS2Lp1a9x3333x+OOPx4IFC2Lp0qXx0ksvjXmul19+OU4++eT41Kc+FXPnzh3z9bZv3z742LBhQ0REvOtd7xp23AUXXDDsuPXr17f6W4RUZF2u29ng/8bVMt24CnVrsi02FO9JectpyAE3N5C9I+dX2lLey9Ixry/FMa/35yjQv9wzAfS2SiXp/XiDAaTqkNKQQaXS6e6X6R3VASWDShANh5BGDiqtqvxuovOvfOOa5g5845BHRk48pRQn1tkNAIDuJ6MC6H1yKhhOTgWHNJtRyakA6BZyqta0VKzbs2dPXHHFFbF27dqYOXPm4PNbtmyJRx99NO64444488wz4/Wvf33cfvvtsWfPnli3bt2Y5zvzzDPj05/+dPzn//yfY8qUKTWPmT17dsydO3fw8fd///dxyimnxDnnnDPsuClTpgw7btasWa38FiFVnSjXpb47nXIdtJ2bG8hm17qRhbrKu/5L6q8xVBa71o0s1CnXAf3MPRNAb0tlaKnBqt+GluCQYrEYxWKx05cBTas1uFRv5e/UhpbGGFL6aiHR6RuuBj5yUOnEZ/cke4EIq4EDdBEZFUDvk1NBe8io6DVJM6oIORUAnSWnSq6lYt0111wTF198cSxdunTY83v37o2IiMMPP3zwuYkTJ8Zhhx0WDz/88Dguc7h9+/bFF7/4xfiN3/iNKBSG3x1s3Lgx5syZE6eddlr85m/+ZuzcuXPM8+zduzd279497AG9amdMiG985j+kX6gbSrkO2s7NDaRTrquW6cY6Vy+U66plurFKdMp1AAD0qpaGlmqs+l2PoSX6VXVQybASvWroqt+NVgiPaHFoaeiAUoMVv9MYWjrhpHPGXPnb0BIAAHSWnAqyI6OilyXNqCJ6I6eqt0OdnAqAfpK4WHf33XfHt7/97Vi9evWojy1cuDAWLFgQK1eujBdeeCH27dsXn/rUp2LHjh2xffv2VC44IuJ//a//FS+++GJceeWVw56/8MIL40tf+lL8wz/8Q/zxH/9xPPbYY/G2t71tsPA30urVq2PGjBmDj+OPPz61a4SRsty1bvNn3hybP/PmiIgo/OnWzF4nS+XLBqJ8mW3jAait1XJdvTLdSN1arqtXpgPgEIsRAPSP34rfjd+KZH8ZDf3IoBI0tqryu4kHnCJaG1o68ZRSnHDSOU0db2gJoHfJqAD6i5wKmiOngsbanVPVK9QNJacC6F1yqmQSFeueffbZuPbaa+OLX/zisF3pqiZPnhxf/vKX48knn4xZs2bF1KlTY+PGjXHhhRfGxIkTU7voP//zP48LL7ww5s+fP+z5yy67LC6++OJYtGhRvP3tb4+vfvWr8eSTT8ZXvvKVmudZuXJl7Nq1a/Dx7LPPpnaNUEua5bpqma5aqBsq03JdyrvWKdRBY25uILkkhbpu1UqhTgEP6GfumQB6W6PVwEcOKv3WEcn/gtlq4OTdlcWSQSWIxquBjxxUSr4jRfO+Wkg+4JTUiz/dEy/+tIUhJwAyIaMC6H1yKhg/ORUcIqcCoJPkVM1LVKwrl8uxc+fOKBaLMWnSpJg0aVI89NBD8ZnPfCYmTZoUBw4ciGKxGJs2bYoXX3wxtm/fHvfff388//zzcdJJJ6Vywf/6r/8aX//61+Pqq69ueOy8efNiwYIFsWXLlpofnzJlShx11FHDHpC18ZTr6pXp2iqFcp1CHSTj5gYa71pXLdONp1DX6V3rqmW68RTklOuAfuaeCSAbhUJh2CMrtf7CuN7K34aW4JAri6W4snjovX1GZDwZAT2i1tBSvZW/kw4tNRpCGjmodMzMRKdvuBp4dUhp6KDSi0V/xgF0CxkVQHbkVNDd5FQwmpwKgE6SUzVnUpKDzzvvvNi8efOw53791389Fi5cGL/3e783bFe6GTNmRETEli1bYmBgIG666aYULjfi85//fMyZMycuvvjihsc+//zz8eyzz8a8efNSeW3olFaKdIU/3RqVD56cwdW8ak0l4iPJfvhVpIPxKZfLVnKi7x05vxJ7thVGPZemyrv+SxTu/WKq5xyqtPX7MXDyG4Y9pwwHAEA3Gms4qVAoZLZqaqVSifcXPtL08b91xO/Gn73y6USvUTq9FANPyKnofVeOMZxwRhRic/T2Lu6QhkYrgo9UqVQSDeZ+tRBxYWX0c2M56YSIdeuav54Tn90TTx9/5LDnGq34/WKxFK8r+zMOAID8kVNBd5NTQX3dllMdMzPixy80fz1yKgDyLlGxbvr06bFo0aJhz02bNi2OPvrowefvvffemD17dpxwwgmxefPmuPbaa+PSSy+NZcuWDX7O8uXL47jjjovVq1dHRMS+ffvif//v/z347z/60Y9i06ZNceSRR8bP//zPD37ewYMH4/Of/3y8733vi0mThl/6nj174sYbb4xf+7Vfi3nz5sXTTz8dv//7vx/HHHNMvOMd70jy24TMfbdyRSwufKnuMWnsSpd5ua5JCnUApCntIl0t7SjXPX3hezM7/zGvL8WP/9mfv0B/shgBwPg185e1WQ4tZepvv3ron6d19jJgPMYaVALar9GK4ON14rN7YtPrkn2OoSWA7iCjAkiHnAq6m5wKukfSnKqVcp2cCqA3yakaS1Ssa8b27dvjuuuui+eeey7mzZsXy5cvjxtuuGHYMc8880xMmDBh8Nfbtm2LN77xjYO/vuWWW+KWW26Jc845JzZu3Dj4/Ne//vV45pln4jd+4zdGve7EiRNj8+bN8Vd/9Vfx4osvxrx58+Ktb31r3HPPPTF9+vS0f5swbrXKdWmU6UbKtFzXYNc6hTpIn5sbyIFNbzn0zwuzfRnlOqCfuWcCaE2S1U+z9H9X1qS7Gnh1SGmI0pP/5//P3v3HSVnX+/9/XssusCCsv0DYSghM7YBGZ4a0PnXQJFM8HTEiJU7KJ+1T52iJVifRPMe+H2StyPh2PFppmVYuxbGyU9TRSky/JzvM1CZi6gaZ1gKeTHYzCVa4vn8sM8zMzlxzva+53tdc1zWPu7e5yc5cc13XssPOtc99vV5v5Y6fEuT0gKYwLVLyOw08n8+Xfcw1FFqd32ngpUW7tt4/rzjiUknSRe6/Wdm/JGW2jXxvyc8mQwIAG8ioACA4ciogvmzkVGRUwGjkVACAMJFTeXPcRI5rsWNoaEhdXV0aHBzU5MmTm306aBHOv263fgzrq9ZVNNfRUAfYx8UNEI1QV60rNNSVeGrV7PD2X4Ot5rru7EigNZDjfR9AfLXSNROZRvrwNY3O8PCwNm7cqEWLFqmjo6PZp9NUQX7hajNeNilakjS6aKlKoVKlNBYtHThwQAMDA+ru7i4bcIdkCzr9u1bRUmWxUqk4XUPxPRrNUu090es9z897aGdnp3p7e7Vs2TI9M7Cn5naFQqVSQYqWvKaBFwqVSlG0BBNcbyBtbL+m43R9FQUyjfTha4pmIKcC4ivMnCopGRXQTDZyqlJeq9aRUwFA+rTaNZbfTIOUG2gB1pv3Pukqf36ueANgn1ewBCA87tK/b3wnfW+o2lQnSTN7tjW+/4h1Z7PFprrCxwAAAGhdNqeHf879pNH27+v8yEiRUuHmQ/bJ/wlyakDkvuxReODlJB36N5rP54s3L+ROwEhxUuWt3vYmjj5i9H1XHHFp1WIlSbrDqX6/l91VCh0z27JVi5UKjwEAAABJRk4FRCPMnMoLGRUwgpwKAAD7aKwDmsz6anIHRbEyHgAAaRSoua7QTFejoa6U7ea6o09oPGwqNNPVaqKjuQ5AXPELNwAwE3Sqt82iJb8+537SuMAJSJqgRUt+CpUANC5I0VKhSKlWoVKpoEVLhSIlPwVJFC0BgB1ciwGAuSTnVJ/Xp/R5far+hkCCkVMB8UZOBQCohWux6misA2IgDc11rbYsKBAHXNwAMeSzmS5qQZvrvJrpqm0LAHHENRMAmAlatGRLvWa5yoY6d9lZxsdgGjiSJGjRkimuoQC7/EwXr8akaGnhK7Zp4SvsDnQCAPjH9RUAmEtaTjWqoe5dZxsfg5wKSRJFTsU1FGBf0JzKBDkVAMQL11ij0VgHxERUzXU20VwHRI+LGyAadVeta7ChzvaqdaZMGuoAIAm4ZgIAM0F+gfovzrrwT+SgakVLXivU0VwHjPhyPtdQgRPXUIA5P++hg4ODxT/f6d5kfIx6zXWVhUrOh8xyJ6aBA4A9XF8BgLkk5FSeK9TRXAdIaiyn4hoKCKbee2hlQ51pTuU3oyKnAoB44hqrHI11QIuxuWqdRHMd0Axc3ADRqNpcF+IKdbab6+qtWldopmukoY5mPAAAgNbzz/qM/lmfkWSnaMlxHDmOUyxQ8mqoK0VzHdKsXhFSow11pcidAHPVipZc1y1rqCsVVnOd1+RvipYAID64vgIAe6LOqTwb6krRXIcUiyqn4hoKCKZWTlWr6S6M5rp6q9ORUwEA4ojGOiBGolq1znZzHQAAaeUu/ftDzXQhNdSVakZzXdir09FcByCu+IUbAJipN8m0tFCpVFhFS4VCpWr3W3H82SM3ICGqFSSF2VAHoDGFAiWvQqVSQZvrqk3+roWiJQCID3IqADAT15zKGnIqJAw5FRBvtnMq04xKIqcCgLggozqkvdknAKCc+4FZkTS+Of+63VojXyaT4RstELF8Ps+KkQB8OfqErMZOsnuM7mxWAzlCcgDxwzUTAJhxXXdU0VC1IqUw+SlSchzH1y9/3WVnyen9Qe0NqhQoZZVVTlzLIhmiKk66Xo6uUf1/cwCi8xX928E/XWll/w+8Y+T/h/3Cyu4BACKnAgBTcc2pfHvX2dJd36/9ODkVEi6KnIqMCogf2xmVRE4FALaRUY1gxToghqJauc4mvsEC0aOhFYiGe73d92mbq9bN/N63NPN737K2fwBIAq6Z0qmnp0eO42jlypXF+3bt2qUVK1aou7tbEyZM0FlnnaX+/n7P/WzdulVLlizRzJkz5TiO1q1bN2qbwmOVt0svvbS4zYoVK0Y9fuqpp4b16QKRcl23OPXbb7FSkGngtiZ/u8vOGn1nnanfWTH5FJCkH2Sy+kFm5N/D9YpwMj/QoupNA/+K/q14K/rdbKNj1JsG/sA7DhUrSdILr+U9EQBsIqdKJ3IqwJ6k51R6V5U8ipwKqIuMCoie35yqyDCjksipACBOyKhorANamnOF3ZXxaK4DosfFDRCNJDXXFZrpShvqutfbb67rzhJoAQCisXnzZn3hC1/QySefXLzPdV0tXrxY27dv1z333KNf/OIXmjFjhhYuXKg///nPNff14osvatasWbrhhhs0bdq0msfbsWNH8XbfffdJkpYuXVq23VlnnVW23caNG0P4bIHkCFK0ZMKkuMlddtahIiWPQqVSFC2hVRUKlQrFSqUoXALsq1a0NKpQqVIIzXWVhUqlKFoCAMA/ciognmznVEbedTY5FeATGRXQXMY5VUjNdeRUAIBmoLEOiCmrq9ZtP3iT/eY6AADSKs7NddWa6SrRXAeglTGMID1eeOEFLV++XLfeequOOOKI4v39/f16+OGHdcstt2j+/Pk64YQTdPPNN+uFF15Qb29vzf3Nnz9fn/rUp3TBBRdo3LhxVbeZMmWKpk2bVrx997vf1ezZs7VgwYKy7caNG1e23ZFHHhnOJw00wcfdlYGeF6fmOgDeahUqAYjene5N1Ven8xKgua5QpFSrUKkURUsAYA85VXqQUwHRiGtO5YfrunJdt9mnAcQeORUQH8Y5VcDmOnIqAGi+Vs+o2pt9AgBqcz8wS86/htT45rEb54rtcj9jpzkgk8m0/DdaAACi4tVIV033+m9p4ILzLJ3NwWNksxrI5aweAwCCyOfzrLKdApdeeqnOOeccLVy4UKtXry7ev3fvXknS+PHji/eNGTNGY8eO1UMPPaRLLrkklOPv27dPX/3qV3XllVeOavDZtGmTpk6dqsMPP1wLFizQ9ddfr6lTp9bc1969e4vnLUlDQ0OSpOHhYQ0PD4dyvqiu8PfL37O3j+27VGu6bjZ+nt+/13379qmrq8t4/xMmTNDg4GD9/Z+8T119Zvt/k96kB/SA8Tk124EDB8r+D9Tyw3mHim3bhjt9PadHE/Rh1f83Fxa+RyNNTF7PnZ3+/k2WGb/f33a/f40kyfX5777A5H2l62Ax/+ADyXsfhT9cbyBtmv2a3rx5s+bNm9eUY9vQqtdurZBTAXHxcXel1UY513VDHehU2UznZlw5ebP9Z5VVTvzOFell2kh3vRxdIxpVgcQL0Ihn4vCDA8F3U7cEAL60ci0VjXVAzDXUXBeTxehorgOi0aoXM0AzudfPknONvTfcmT3b9NQq7xDJtJkOAHBIKwdCabB+/Xr9/Oc/1+bNm0c9duKJJ2rGjBlatWqVPv/5z2vixIm68cYbtXPnTu3YsSO0c/j2t7+t3bt3a8WKFWX3n3322Vq6dKlmzJih3/zmN7r22mv15je/Wfl8vuaE8Z6eHn384x8fdf+9996rCRMmhHbOqO2+++5r9inE3rzemcbP2bhxo+9tvSb1h3GMXpnvf0ADxs+Ji507dzb7FBBzfzUQ8N+c/P+7Dgvfo5Emfl7Pwd4TH/O53ci+B39gtvdBg/fEgcL5DyT3fRT+cL2BtGnma3ogRd8zX3zxxWafQuRaJacC4iRIc91Vzid0g/tRX9uG0VzntTodzXVA42iuA6Jh/J74u9nSy7d5P17htDHSJp8zo6SRVesO+0Xt98RCQ13pxzTXAYA/rVpL5bisL140NDSkrq4uDQ4OavLkyc0+HaDIuLEuYH2/rVXrCmiuA+xoxQsYIG5sNtdJGtVcF3Yzne1V6ySxah2A2ErLtVSrZRrPPPOMstms7r33Xr3mNSMrbpx22mmaN2+e1q1bJ2nkZ9CLL75Yv/zlLzVmzBgtXLhQbW1tkvw14cycOVMrV67UypUra27z1re+VWPHjtV//Md/eO5rx44dmjFjhtavX6+3v/3tVbepNgn8Fa94hf7whz+0xNe0mYaHh3XffffpLW95izo6Opp9OrHnd9W6fdpX9vF1gyt9HyPIynV+Vq0r7t9w5TpJiVq57sCBA9q5c6emTZtW/L4H1FK6ap2pKFau43s00iTI6znIe6Je9svyjw+uUFfLxufNdj/xkfL3xMLqdF5YuS59uN5A2sTlNZ2WVeuGhoZ09NFHk1OlMKdqla8pksNvY91e7S372G9znaRAzXUm5ZimzXWSaK5DapmuWldAcx0QDeP3xMrmOh+r05k010ka1VxX2VBXieY6APAnLbVUkv96KlasAxLA16p1IdTzO1dst95cByAcabpoAdIgipXrdPIj1vbfvf5b1pvrurNZmusAxFKrTlpKunw+r2effbbsa7d//3795Cc/0U033aS9e/cqk8mor69Pg4OD2rdvn6ZMmaJTTjlF2Tq/UPHrt7/9rX74wx/qm9/8Zt1tp0+frhkzZqi/v7/mNuPGjas6Jbyjo4NGgojwd+3Pv7x4uWfRUmWhUoHJ3+2ePXtMT0tjx471XbS0p83//v948FvG9lzyCsbb2toodEddZz7yYOCipQ5F9z2T79FIE5PX84svvmhetPTr4402P328WdHSi5nX6eVjzE7pyNe9jsKllOJ6A2nT7Nf0I488koqcqtWu21oppwLipt6qdbVyKtscxzFqrvPrUE4V+q6BWDgrnwucUwGwL9DKdYaCrFxnklOxch0A+NOKtVSk3EBCuB+o0vC2veQWEucKe00BrfYNFrAhk8nwbwloMe71s+Reb7/xvXt9uKvgVT1GSL8gBoCwsbp28pxxxhnasmWL+vr6irdsNqvly5err69PY8Yc+g1KV1eXpkyZov7+fuVyOZ177rmhnMPtt9+uqVOn6pxzzqm77XPPPadnnnlG06dPD+XYQLN93F056r69B/+r5SrnE773H7TwyO8vdN2M9/7/mD10K5jFtSxS7Kw8hQRAWriua6WAt+DiMXfp4jF3Wds/AICcKonIqYDmIqcC0oWcCkgH2xmVRE4FALa1WkZFYx2QIO4HZllpposSDUFAMDTUAfEXdvNbZUOde/7iUPcfte7PbVP357Y1+zQAoKZWC4SSbtKkSZo7d27ZbeLEiTrqqKM0d+5cSdKGDRu0adMmbd++Xffcc4/e8pa3aPHixTrzzDOL+7nwwgu1atWq4sf79u0rFkDt27dPv//979XX16df//rXZcc/cOCAbr/9dl100UVqb28ve+yFF17Qhz/8Yf30pz/VU089pU2bNultb3ubjj76aJ13nt0VYoEofdxdWSxS8jv9O4qiJd/7r1K0VFmkVImiJWDENXJ1jez+GwVwSL33xEKhUul2pu+jp9WZ7F1ZqPRWmRctHe7jfTTzpmzxZlN3NssAKACxRk6VLORUQPORUwGtiYwKiJ7fnMrv9tXYzqn8ZFQSORUASK2VUbXX3wRAq3Gu2C73M+GvjOP86NA0ptzhTJcB6qGRDkge9/pZcq5prPvdq0HPPX+xnK9/u6H9e+le/y0NXBDuL1Irm+myuSOUyz4f6jEAAKhmx44duvLKK7Vr1y5Nnz5dF154oa699tqybZ5++mm1tR2aOzUwMKDXvva1xY/Xrl2rtWvXasGCBdq0aVPx/h/+8Id6+umn9Z73vGfUcceMGaMtW7bozjvv1O7duzV9+nSdfvrp+vrXv65JkyaF/4kCKea6ru/p3gWO49T9Ra1zReGafZv+uG620f5nZbPaniPXQvqclc/pB5nav7ynSAlormrviX4KmUzeR08bI23aX36f19Tvt+ou/afe5Xv/0kjh0u6K99FaxUmZN2WVfzC899xqBUrd2awGeF8HAESAnApIPls5VXH/GVfPG+6fnAppRU4FxJtpThXkPdR2TlUto5LIqQCglTmu7ZEqCTI0NKSuri4NDg5q8uTJzT4doKZDxT92hdVcV9pQV0BjHVAbDXVA8pk215mudmezuU5Sw811flamo7kOQFwl9VqMTCN9+JpGZ3h4WBs3btSiRYvU0dHR7NNJHJPp3gU3uB/1va3pL1sLqsXe1TI108Y6SbEvWDpw4IAGBgbU3d1dVpQJ+FFZtNTsQiW+RyNNmvV6Nn0vnW045du0uU6SZnf637bRoiU/E78pWjLH9QbSJq6vaXIqxAVfUyRFknKqakwb66T451RAI+KWUwFoTJD3Uds5lUlGJZFTAWhdSc2oJP+ZRnwSQQC+2VhNrppGGvicHznFWzXZ3SxdDJTKZDLFG4DW4V4/y7ipLgrd678V7Hmf2+arqU4aWbkOAOIon883+xQAIFFMio8KTIqcgs6FK/0FrXPF9po515Er/V2/lprl4xefQFKdlc/pYw+PFCpRrAS0Ftd1A7/v+nXc/SM3E7UmhXvpzmaLN7/bA0AckVMBgJkk5FRejgiwf3IqpBk5FdC6bOdUQTIqiZwKQOtqhYyKxjogoaJqrjPl1UxXieY6QDTTASlVr1mu0YY69/zFgZ9rg0lDHQAkQSsEQgAQpiBFSyYCFy15NNSVorkOGJEdzio7PPLadh4ONoUfQPzUex+tLFT6tbvMaP9vrTM5vFCoVFqs5Gw0OoRv4+dkNX4O79EA0oWcCgDMxDWn8ovmOmAEORWQPn4zqihyqgJbGZVETgUgfdKeUdFYB8CT31XrTBrqStFch1ZFQx2QftUa58Jcoc52c129VesKzXSNNNSxah0AAEDrOt6Za7S97aIlmuvQykoLlUpRtASkR7X3Ua/J32EULdWb/G1SuFRvGnhlodIf9/jfdwHTwAEAAFpXFDmV31XrJJrr0NrIqYB0M82oJPs5lWlzHTkVAKQTjXVAgkW1al2t5rpCM12QhjqgVdFQB7SWQiNdmA11ZftvQnNd2KvT0VwHIK7SPmkJAMLmZxr4N/WV4k0yL1qKk+25nLbncs0+DaAhtQqVAKRT6dRvP4XAQYqWqq1O56XR5jqvyd8ULQFIE3IqADAT15zKpLnOBDkV0oCcCmgdphmVZD+nCqO5jpwKQCtIc0bV3uwTANAY9zOzfK8q1wjniu3FRr6wG+myu7PKHU7Ag/SikQ5AknWv/5a0+2Srx8jmjlAu+7zVYwBAEPl8nms5ADBwg/tRXeV8ouy+QnFSLcc7c/Wk+6iv/buua1aAtG62ZLAS3ZErt+mP62bXfJwCJaSBaYGS87Aj91S7K0YCSL5telckx8m8Kautf/S//R/3SEd2mh2jO5vVAO/5AGKInAoAzMQupzrIcRxfTQRHuK6e99g/ORXSgJwKgA3kVABgV1ozKhrrgBSIrLnO4sp0NNchjdJ44QAgftzzF8v5+rft7PyC80b+H+IKdc3w6qNGAvlfPce1BgBzaQ2EAMCWG9yPWp3w3YzmOgqVYNvM2SM/szy1zd5r7aSJBwuVdps/l6IloHX92l2m45zemo+PKlQ6XZLP1eoKnI2Su6jONl869Gd/Zc7BTL9j5P8DFo8BAI0gpwIAM7HLqQxVa64jp4Jt5FQA4sp2TuUno5LIqQBASmdGRWMdgNiguQ5pkbaLBQDxF2pzXaGZrtT7Z1tvrrOxal2hoa70Y5rrAAAA4sfvNPDAhUoBmutyf8+KyrCvUKhU+nHYRUvFQqWD9h4ujdttvh+KloDWVa1oyXPyd0jNdaVFSqXmflt6dLH/fdebBl4oUiqV2ZpVfg4ZEgAAQCuynlPJ36p1+7eM7H/yI1LfPq5NYZ/tnKoyo5LIqQCYs51T1WquI6cCgPSjsQ5ICZur1rnLRqZ0O3+ysnsgNWioA9BMDTXXVWumq5SQ5rrKZrpqj9NcB8BUGictAYBNT7qPGk8D9ypasjn5u9JL7xnJwShYgk2VhUqVj4VRtFStWKkgaNESgNb1a3eZ2ftxwOY67fS3bRhFS9UKlUpRtAQgrsipAMBMXHOqWs11hYY6ICq2cyqvjEoipwJgznZOZZJRSeRUAFpX2jKqtmafAIDwuJ+ZFd6+ls0u3or3TQpt9zVld3v/MA3ETSaTKd4AIHEuOM9fU13B+2fX36ZB2dwRgZ736qOydZvqSrcFAFP5fL7ZpwAAieJnsnel0iInx3GKt1Cs876Wfek9s4tNdZI0byzXjAjXzNnZ4s3PtkGcNDFbvNWz9/BAhwAAO04/eDMw99tm2/9xz0iRUuHmR2Yr1wMA4omcCgDMxC6nKtlvwf4tTs2mOnIqhM12TmWSUUnkVABiJEBGJZFTAWhdacqoWLEOSJlGVq4rbaKruc0k+yvXZXdnlTuc6QqINxrpAMSRr1XrTBrpEoAmOQBRStu0JQCwLchEcKur062bLa0sX4W5tJmu0ryxWVauQyK8/LiDPxftsLN/99TRE/QBtB7XdcOdBl6tSGmZpF6z8/Jj7q0j7/9ul/2hUQAQFXIqADATu5zqIL8r1JFTIQlsZ1QSORWAEdZzKksZlUROBSB90pJRsWIdgFEr09XdnpXr0MJYnQ5A3LnnLx59Z2FlujCa6mKwal1hdbpGmupoyAMAAGhR62YXV6fzaqorYCI4wvLUNrPit3rTwF9+XLZ4K3h+utk51ZsG7p7qUqwEoIzrGn5PqNY8V2/y9zL/u683DXzurduKxUqS5Axu89i6OqaBAwAAIC7IqRAWWzlVgWlGJZFTATBnPacyyKgkcioASDpWrANSyM+qdSaNdECro5EOQNK45y+2O0Hx/bOlz5kHPCayuSOUyz5fdl/YzXCvPiqrXz3HZEcAZtIyaQkAouJnGni/1pR8dK69k7m2cA1rlosxERxheWpbrm4hUqmZs7OjCp1Ki5SqeX66dITBVPC9h0vjdpffR5ESAC+BJoJbNPfb0qOLK+67tXZu5QxuM54IntmaVX4O1wIA4oecCgDMpCGnAsJiO6cyzagkcioA5qznVIYr15FTAWhVacioHNe4ZTu9hoaG1NXVpcHBQU2ePLnZpwM0rLK5LuxmOudPoe6uqtzhXACieZL+Jg+gtVltrCuw3FwnSX9+q/1fJtFcByCIuF0rkmmkD1/T6AwPD2vjxo1atGiROjo6mn06qVVZtFRepFQp5KKla0dft7601Pw6MynNdQcOHNDAwIC6u7vV1tbW7NNBFSZFS5L0UoAf70wLl8aeGM9fFfE9GmmSptez39yp8GvoQDmVQdGSJOl/zHIq06IlSRQtleB6A2mT9Nc0ORVs42uKtEl6TpWUjArJYDunMs2opPjmVADiyXpOZZpRSeRUAFpW3DIqyX+mwYp1QIq5n5kl/be9onp3kv3muuzuLM11iFwc39gBwJTxVKa4+fLB/7+1mScBALWlYdoSAETpSfdROc53fG59j0IpWqpSqFTQvmGbcdESK9chav96xDpJ0j/sXmntGBQqAQiiXu5UOdc1UE7lcyL46cvOkSTd/1mz3Rs50eK+ASAE5FQAYCbpORUZFZqBnApAXFnPqQxWrSOnAtDqkpxRJW/UFoBYcSfZP0Z2t9lkHCCITCZTvAFAWlhfnPr9FlaT+7IONdVJmrjM/qp4rz6Kaw0AAID4uSfY067dduhWR/sG82vNeWO5dkTjntrmXfz2r0esKxYrSdIth6+ruW0tz0/3fnzsiS7FSgAaUi13cl23Zh4Vdk51+rJzisVKknT6Bz9o9HxnsM51wIklt4My+7kOAAAAaE3xy6nIqBAW2zmV34yKnApAI6znVMu8HyanAoDko7EOSLvXJfuHztzhOVasg1U00wFIu0Q0131ZoxrqStFcByCu8vl8s08BABLFdf/O3s7ft23kZlHfvhzTwBGaakVLlYVKpcJqrqNQCUCYCgVKXoVKldsbqVK0VFmoVPZYGEVLFUVKlShaAhBX5FQAYCbJORUZFcJmO6ciowIQBXIqAIiHpGZUjmu90jY5hoaG1NXVpcHBQU2ePLnZpwOE678Nli4OwPlTuPujmQ620UwHoNU4jt1rAX0uwC+Hvmy2+Z97LayQV+FXz3ENAsBcHK4tyTTSh69pdIaHh7Vx40YtWrRIHR0dzT6dluA43zHY+tzaD9UqUJpqdDp6aWnt68wkFikdOHBAAwMD6u7uVlsbs/Xi7j+yDxlt/w+7Vxof45iu5P4aiO/RSBNezyOCZFSnq3qBUi33f/azRtu7p5hnTvkxybtGCBPXG0ibNL2myalgA19TpBk5FXCI7ZwqyRkVgHQipwIAe+KQUUn+M432CM8JQIq5kxpvrqOZDlHK5/OxedMGgJbz5WafAACEi2tLADDjun9nULR0j0YVLdWb+P2sjIqW2jdsG1W0RKESbMs+eZsk6V+8xs02iGIlAHHkuq79AVA+XfDBn4z84WfNPQ8ACBM5FQCYIacC7OdUZFQA4oqcCgDsSVpGlexRWwD8e539H1DdScGelzs8R1MdmiKpy80CQBDWF6p+f52JSV8uuQU0cVmAVfEMvfqorPVjAAAAwNQ9I0VKhZsfz5odoX3DNvXtyxVvgC3ZJ28rFitJ0sfvetzo+bccvs7z8WO63OINAOLKNKe6X98z2v70D37Q8/ELPviTQ8VKkpadcrvR/iUps58MCQAAoDWRUyEdChlVFDkVAMQZORUAQKKxDmgtETTXmaChDgCAaDWlue7LCnWFOprrAMQVQxsAwIzr/l39jb6x49DNouELZmv4gjqDIoAGVRYqlQqjaIlCJQBJ04yipcpCpVIULQFIE3IqADBDToVW4pVRSeRUAFoTORUA2JGkjMpxrVfXJsfQ0JC6uro0ODioyZMnN/t0ADv+2/6yxc6faj9GIx3iKElLzQJAGBzH8vXAqfab3/7ca/8XSr96jusWAOaadW1JppE+fE2jMzw8rI0bN2rRokXq6Oho9um0HMf5TvkdXsVJP3qL+QGm1n6oWpHSL/ck/xrwwIEDGhgYUHd3t9ramK3XTF5FStX8y7tONNr+Ovdyo+2TiO/RSBNez6MFyahO1zlG2x+jdxht3/uz/220vSTlxyT/+sEU1xtIm7S+psmpEBa+pmgV5FRIK9OMSiKnAtB6yKkAwJ5m1un7zTTSkwgC8CeCVevcSaPvY3U6xFmSOuIBIAy2Zmu4rmt/VbwITHhy5AYAQXBtCQBmXPfv/E/8PuM+8wM8O/our8nfr+lkoifi7zr3coqVAKSCzRzpfn3PeHq4qeeOH7kBQFyRUwGAGXIqwBw5FYC0IKcCAHuSkFHRWAe0ooia6wrNdDTUIQmS8KYNAHFUaKYrDZjcn86yftyJy8JfFa+yoS7zHL+sAgAAiJ2ARUuFIqVahUqlKFpCWHLHX2K0/cfvetzzcQqVAKSRadFSvSKkykKl9TKb7L3slNs9Hy8UKZUWKs2czbUDAABASyKnQkKYZlQSORWA1kROBQCti8Y6oFXZbK674eANAADEVqOTluqtTpeU5rpCM12tFeporgMQBEMbAMCMu/R99nZ+zuyRG9AkYTTXUagEIO3CKFrymvwdRtFSvanfFC0BiCtyKgAwQ06FtAqruY6cCkDakVMBgB1xz6gc1+bapQkzNDSkrq4uDQ4OavLkyc0+HcC+/3bC3V+VZrr8NaxWh2TJZDLNPgUAiJTj+L8eCPKjg/P67cbPMfXnXvNfQNVqpKslfxTXNADMRXltSaaRPnxNozM8PKyNGzdq0aJF6ujoaPbptDRnw+f9b/yjt9R+rEaB0rDhZeMv9yTzGvDAgQMaGBhQd3e32tqYrRcX2SdvM9reXXaLpTNJFr5HI014PXszyaiCukDeU74r3fS8WaGTJD21LZnXD6a43kDatMJrmpwKjeBrilZEToW0Ms2oJHIqAK2HnAoA7Im6Tt9vppHORBCAP2GsWneDPFeoy1zP5AMkS9w74gEgbH6a5eqtTpckXqvTAUDYuLYEAIvOuG/0fXWmfncYLnj8mk5yLUTPXXYLxUoAWpLf7KmQU9nMqraqQ1tlufnxuutGbgAQEXIqALCInAopRU4FoFWRUwGAPXHNqGisA1pd0OY6j2a6SjTXIWni+qYNALZUC3jCCn/cn85q6Pl+TFzm/ZunQjNdIw11mee4ngEAALDNXfo+syeccd+hIiWPQqVSFC2hWXLHX+L5OIVKAFC7aKlWTmWaW62X92TvykKl04/4qtH+JWnm7DrXDpWFShQtAQAAxBI5FdLKb0ZFTgWg1ZFTAUBrobEOgBmDhjoAAJAcpcFP2JOUmtVcF/bqdDTXAQiCoQ0AYMZv0dKmJe/XpiXvt3ouv9yT0y/35KweA62lWuEShUoAUK4yo6qXU4VRtOQ1+Tu0oiWvyd8ULQGICDkVAJghp0JakVEBgD/kVABgRxwzKse1uf5owgwNDamrq0uDg4OaPHlys08HiNZ/O7UfC6mRLn8NAQ+SJZPJNPsUACBVnNdvt34M9+P+JkA2In8U1zQAzNm+tiTTSB++ptEZHh7Wxo0btWjRInV0VP9FFaLlbPh8zceqFSmd9j3zYwx7XDYmvUjpwIEDGhgYUHd3t9ramK0XV+RO/vA9GmnC69kux/H4PVcVJ8msEOn+5//eaHtJeurdf2v2hAQVLnG9gbRptdc0ORVM8TVFKyOnQtqRUQFA+MipAMCfKK5F/WYa6U8EAfjzuio9tiGvTpe5nlVekCxx7IgHANTwcN/IDQBiimtLAPCv2jRwr8nfm84xP0bH6AWPmfyNSHFtAADJYjIR/N2Hj9wAIK64FgUA/8ipkHZcFwBAupFTAYizOF2L0lgH4JDXuYea6UJsqCtFcx2SJk5v2gCQdO5PZ4W/04qGOuetd4d/jAqZ57ieAQAAsM1d+r5ikVKtQqVSQYuWCkVKFCqhGcidACA8rltlgKSHLTKf7F2vua6yUOna//iu2QGYBA4AABBL5FRIOzIqAAiX7ZzKb0ZFTgUA/tFYBwAAACAyoTTXFZrpaqxQR3MdgLjiF5MAEB+5ey9T7t7Lmn0aAAAgRM1qrvOa/E3REoC4IqcCgPggpwIAIH2a0VxXb3U6cioAcRSXjIrGOgDlvml2MRcEq9YhaeLypg0AaRG4uc6jma4SzXUA4oprSwDwb0GbWU5Vbxp4oUiprFDpy182PzEgRFwbAEC4omquqzb5uxaKlgDEFdeiAOAfORXSjusCAAhfFM11JhmVRE4FIJ7icC1KYx2A0WiuA0aJw5s2ALQsg4Y6AEgCri0BwL8wipbqTv2maAlNxrUBACTHsbpHx+oea/vP/Oi7yvzIsMAJABrAtSgA+EdOhbTjugAAksN2RiWRUwGIVrOvRWmsA1AdzXXAKM1+0waANKm7al2hma6BhjpWrQMAAEiHIEVLVad+e6FoCU1G7gQA4Ql7GnihUKm0WKnNWWp0jHrTwCsLlTJvInMCAACII3IqpB0ZFQCEy1ZOVWCaUUnkVADiq5nXojTWAQAAAGiKqs11Ia9OR3MdgLjiF5MAYMdhv8jpsF/kmn0aAACgycIoWqo3+TuM5jqvyd8ULQGICjkVANhBTgUAACT7OVVYzXXkVADioFk5FY11AGpj1TpgFH6xBADhcn86K5TV6bzQXAcgrri2BAD/6k0DH1WotGKF+UGYBg4AQKoEKVqqtjqdlyDNdYUipVqFSqUoWgIQFXIqAPCPnAoAAJiynVMFba4jpwIQR83IqWisA+CN5jpgFH6xBAAolV9ymPJLDmv2aQAAAKRetaIlz8nfFC0hITKZjDKZTLNPAwBamuu6xgVOpr5/+4n6/u0nWj0GADSC34ECgH/kVEgjMioAiAdyKgCIPqeisQ5AfTTXAaPwiyUACI/rvt36MWysWjeqoe6000I/BoD047oSAMwsaHOLRUo1C5VKUbSEmCoUKlGsBAB21StCqixU+q77DeNj1JsIXlmo5PybWdES08ABAADiiZwKaUFGBQDRsJ1T+c2oyKkAYDQa6wA0nbN85AYAAFpXUprrCs10NVeoo7kOQAA01wGAZQZFS/NuuknzbrrJ3rmg5VGoBADRq1a05DX5O6zmOq/J3xQtAYgrcioAiA9yKthGTgUA0bOdU5lmVBI5FYD4ijKnorEOgD8WVq2rbKjLPsXFFpKFXywBQLji3Fzn2UxXieY6AAFwbQkA/gUq9qjTXFdZqDQvS06FcFGoBADNVShQ8ipUKhW0ua7a5O9aKFoCEFfkVADgn/HP+j4zKnIq2EROBQDNZTunMs2oJHIqAPEVVU5FYx0A/0Joris009VaoY7mOiQNv1gCgHQzaqgDAABAZMJqrvOa/E3REsJEhgQA6fY9XaDv6QJr+3f3jNwAAAAQP2E019VbnY6cCmEipwKA9LKdUUnkVADSicY6AGYCNtd5NdNVorkOSUPgBADhicOqdYVmuoYa6li1DkAAXFcCgJmgzXXVJn/XQtESwsR7PQAkS71p4IVCpbJipfdcb3SMetPAKwuV/pprEwAR4doVAMwEaa4zyagkciqEi/d6AEgWvzlVkWFGJZFTAYivKK5daawDYJVJQx0AAIDUvOa60Feno7kOQAD8IhMALDopO3IDAADwqVrRUt3J3yE013lN/qZoCUBUyKkAwBIyKgAAEIBxThVScx05FYA4sJ1T0VgHwFydVesKzXSNNNSxah2Shl8sAUC4omquC2V1Oi801wEAAFhVdxp4oVCppFipb6/ZMVppGnh2OFu8wQ4yJABInu+636i+Op2XAM11hSKlWoVKpShaAgAAiB/fOdVBphmVRE6FcJFTAUDyGOdUAZvryKkAtBoa6wAEU6W5LuzV6WiuQ9IQOAFAcrju2yNp3gOAILiuBAAzVYuW6kz+prnukFpFShQt2cN7PQCgzGEXj9wAIIa4dgUAM6Y5Fc115ciposd7PQCgDDkVgBizee1KYx2A4L7phrI6nRea65A0BE4AEB4bjW+VDXWZP/0p9GOMYnHVuinZrKak+JdnQCvjuhIAzGQymaqr03lp1ea60gKlekVJFC3Zw3s9ACRLoJyq3kTwikKltm98ymj3TAMHEBWuXQHAjGlO1crNdeRU8cB7PQAki3FO5TejIqcCkAC2rl1prAPQ0rLPZJV9hgs6AADiKozmukIzXa19Ja25rtBMV9pQR3MdAACAXe1DI7dEW7ly5GaIoiUAAEaE1lznMfmboiUAAADUQ04FAABCaa6rszodORWAVkJjHYCGuEtc68ewsWpdZUMdzXUIE5OcACBcQZvrvJrpKsW9ua5aM121bQCkC9eVAGAmM9Y8p6o3EbyyUCl7fAKvuSoKlXIfeWPTTgXleK8HgOQJ3FxXZfJ3LRQtAYgjrl0BwIxpTuU3oyKngi281wNA8gRqrjPIqCRyKgDxZOPalcY6AA1LSnNdoZmuVhMdzXUIE4ETADSPSUNd3NVrpqu2PYB04boSAMyE1VznNfk7MUVLV11Vc/K3adES08Dt4b0eANLNdk7188MO088PO8za/gGgFNeuAGAmjOa6eqvTJSan8lihjpwqPnivB4D0iqKWipwKQJTCvnalsQ5AKOLcXOfVTFdtWyAsBE4AEJ564U4hAGokBIrLqnV+VqcD0Fq4rgQAM0Gb66pN/q4ltkVLK1eONNT5QNFSfPBeDwDJEiSncpd+2OgY9aaBjypU8pE5AUAYuHYFADNBmutMMiop5jmVR0NdKXKq+OC9HgCSxW9OVfzYMKOSyKkAxFeY16401gFILZOGOgAAEH/VwqCwJyo1q7kuzGY6GvIAAADMZMeN3JJsbDarsRFcB1K0BADAiCA5VRjNdZ6TvylaAgAASLQ0ZFQSORUAAFEzzanCaq4jpwKQJjTWAQhNHFatKzTTNdJQRzMewsQkJwAIV+nE7zAb6kpF1Vxnc2U6muuA9OG6EgDM1JsGXihUKitWmmx2jDhMA68sVBr70ENGz/c7Dfzh7KEb7OC9HgCSJ0hOFaS5rlCkVLNQqRRFSwAiwLUrAJjxm1MVGWZUUvNzqkJGRU6VDrzXA0DymOZUQZvryKkAxE1Y16401gEIVbOa68JenY7mOoSJwAkAUCrzpz9F0rxHcx2QPlxXAoCZakVLdSd/J6S5zmvy99if/tRoX7WKlmoVKb30Gq4zbeG9HgBQyl364UBFTkb6+kZuAGCIa1cAMGOcUyWkua7e6nRhNdeRU0WP93oAQCnrORUZFYAGhHHt6riua78LJiGGhobU1dWlwcFBTZ4c4KdTAEXO3Y79g4yxf4jcK3L2D4KWkclkmn0KAAAD+UmTQt1ftWa6px2710z/k7NzLVN4T+MXKkBzVLuuJNNIH76m0RkeHtbGjRu1aNEidXR0NPt0YIET5JpryGzz3JP2MySvIqVSBzo79VRvr7o/+1m17dvne/8v3W9W6NT+S3IzW8iQDuF7NNKE1zNKORvW1nysWpGScU61aVPtx2oVKc2b53v3Bw4c0MDAgLq7u9XWxixfJB+v6eDIqVoDX1MgPMY5lWFGJdnPqfxmVKX2vdHfanQF5FTxQU4FAOlmmlFJEeRUBhkVAJRqJKdqt3liAGDDSe/4qiRpy7f+vsln0pjxc0aCpr9sJdwBACCOMn/6U8PNdfVWpjvWda02103JZkNtrqv84TOTydBcBwAAWloUDXVHnzCSIQWoo/Ile3By+MOGz3vpNVmKlgAACMhd+uFRhUteU7+Nc6rTThtdtFRv6ndfH4VLAAAACWY7p7KdUUnkVAAARM00o5IiyKnIqAA0AY11AKxwl7ihr1pXaKgrfnzeV60312WfyYa+al2hoa70Y5rrWkM+n7cyyamyoYFpUQAQnqDNdfUa6kolobnO672F5jogerauKwEgrVzXNZ8GPlmeVUJRFSqVmvwnacjg0nTsT3+qlzzeLwqFSgWndkgPD/vfP+zhvR4AWkO9IqVKgYqW1q0zOgaFSwBMce0KAGaMc6omZ1TS6JzKNKOSpLEPPeS5ah05VXzxXg8A6WeaUUkR5FRkVAACaOTatS3kcwGAIneJ2/A+TnrHV4u3qo+fV/3+MGWfGV3IZGr8nGzxVutxtIYwGw/y+XzV/dHcAADNk/nTn4ya6qIyJWt+rZHJZIo3P9sCiBbXfABgxnUD5FSTR9+VezJntWDp6BOyVZvqiqdkeKk5tqIoSRopVKosVio4tcNs/y+9hkzLFt7rAQCNiGtGBSCduHYFADPGOVUTMirJO6cyzagkcqok470eANCIwDmV16p2AFBD0GtXVqwDYFXQletqNdJV3TbGK9fRMIdqGumI9/uGz8QoAAhPvSlLYRQp2V61zgTvH0BycM0HAGaCrlyXa3D133q8GumqMV657qGHdLLhOZl46TVZtf/S/nT0VsR7PQCgkmlOlbn4YuW/+EWzg/iYCH70ggUa6O3V0QsW6I8PPmi2fwCpxLUrAJgJsnKd7YxKMsupgq5cR06VTLzXAwAqxSWnKh02/j8RXC8BiL8g166sWAcgVrxWp0sSr9XpvJ4D1FJrdToAQDSqNc+FPfn72CCrqBiot2qd39XpvJ4PAACQJu/QCr1DK6ztP7v9CWW3P2Ft/5J0sn6mk/Uzo+eYTgOXmAgOAECUTHOqzMUXmx+kykTwKdls8VZ5PwAAAOyxnVFJ5FQAACAYcioAaeG4xmuLp9fQ0JC6uro0ODioyZOrrKEOIDCvVevCaqSzvWqdJM9V68JqjPvLViYmtAo/DQiNNtPR5AAAyWN75brK6Uxhv1fQCA5EL5PJkGmkEF/T6AwPD2vjxo1atGiROjoCVGogcbymgdcqUroqd1lox69WpPTU2cuN91NrIviBzk491durZcuO0Z49pbP1TjHa/8PD/rZjCrh9QTKktGRCfI9GmvB6RrMZTwSXNOWSS6rev7+zU4/09urkZcs0Zs8eSUwER7IdOHBAAwMD6u7uVlsb86kbQU6VTnxNAXtMc6owMyopnJzKa9W62o105FRJVS9zSmtGBQAIV5g5VTXkVAAks5yKRBBAJNwlo3t4w16d7qTz7K90l31mdPNckNXpAKl240FhdbowGhNobgAAVJqSzRZXp7Pxiwx+OQJEj2s+ADBTbdZcvcnfN2Rvavi4XpO/Z37/a8b7m1xl2OfJ+plerx/XeIbZRHAv7b/MFW+wz+u9vlaGxPUBAKARmYsvNp4gzkRwABLXoQBgyjSnCiOjksLNqWplVN6r05FTJVW9Wie/2wMA4Bc5FYCgTK5F2y2eBwCUcZe4OtkxLxIycdJ5X7W+cl32mawePcve/sfPybJqXQvJ5/PFBgRbYVLpMQAA8Xes61pbte7YFCxYbvt9E0iqX/ziF80+BQBIFNd1tdT530bPuSF7k/FU8FoFStXM/P7XjCeCT/6TNHOSSSHSz+R3IvipHaOngVOg1DxBMiQyIQBAqczFF3tOA69WoGQrp4oi35l1sIBqOxPKgciRUwGAGdOcKkhGJdnNqcwzKomcKrlMcyoyKgBAJXIqAFHxm1PRWAcAJs67e+T/e5ZYPQzNda2FxgAAQKUww6BmNNNlMpnQ398qf9li4xhRSkODYBo+BwAAbLk3u3nkD9+YbO0YX5n0BWv7Lji1Q8rxS77Y4LoLANCoakVL9SZ+m+RUU7JZ/Y/HtUMU+c6sionks7JZipYAAEBLs51TRZFRSeRUcWN6HU9zHQCgEjkVgDhx3GrribeooaEhdXV1aXBwUJMn2yt4AFqd7VXrJIW/al2hoa7Eo5ab6yTRXIdQEVABQPIEba6Ly8p0jQZOft67klZcXO1z4nNAGF544QWddtppZBopQk4VneHhYW3cuFGLFi1SR0dHs08HETNdtU6S50TwYqFSiasNi5a8poHXKlS6Vq8p/rmz84B6e3dp2bJjtGdPW409eU8D/2d9pvjnv8u9yXNbxF+SMyG+RyNNeD0j6Upzqv2dnXqkt1cnL1umMXv2jNq2smip3ntRGLlCZaFSJYqW4OXAgQMaGBhQd3e32tpqXUPDL3Kq9CGnAqJhmlOZZlSS/ZyqNKPyj5yqlSQ5pwIAxIdJPRU5FdDa/OZUNNaVIAgCopOI5roqzXSVbDfX0ViHsBFQAUCymDbWxaWhrlSQwMn0/SruTV1paBBMw+eQZplMhkwjhfiaRocid4TRXFerWKmg0aIlP5O/C4VL/hrrpMqipdIipUoULSVfUjMhvkcjTXg9I+lMGusk85wqSK5Qr0ipEkVLqIXGunAUrjnJNNKHrykQnUab6+plVJL9nCqM5jpyqnRLak4FAIgP2/VU5FRA8pnmVO1RnRgAlHrEXW69ue6k874arLnOR0NdwdzOu602142fk6W5DqHK5/MEVACQIMe6bt0wKI7NdEGl7T3K5PPJZDKxbExL29ckTfjaAEB4Nri3Gxct3ZC9SX9dZ5p2qTXvHDIqWpr5/a/p/77zz0bn9H/1S8PCpZ/pn/Vfvrb8TvZBipYSjkwIANCoOOVUhfe05yM4hq28ZtzBYqu9FFEh4bjGBIBwmeZUphmVZD+nMs+oJHKq1kJOBQBoVCvlVLYzKomcCunRyDUmjXUAUGDQUBclmusAAGht1cKgJDXT1WsYC+OXJnFrSkvDL4KCfA5x+zqkURpeWwCQBv9+58WSpL++8FEr+/+Xd/7PwT9NsLJ/SdL6gZH/X+D/KRQtAQAAmzlVkAzpCNfV8wYTymdls57TwKsdI+y8Y1zF9PJx2SxFS0gU8ikAiA/bGZUUPKcyaq4jpwIAAAG0Wk5loyaHnApJF2ZO5bhugioyLfO7zB+A8NhetU6S96p1ITXT2Vy1ThKNdQgdv/QCAEStMtyx8V7UzKausD4fPgdU4+drQ6aRPnxNozM8PKyNGzdq0aJF6ujoaPbpoIm8poEXCpUqrTEsXPKaBn6oUOmQ9gDNdWs6T1Jv7y4tW3aM9uxpK3+wUKhU4p8veMr3vilYSr6kZUJ8j0aa8HpGmth8PQfJkEyKliSNKlryc4xG847KQqVKFC0114EDBzQwMKDu7m61tbXVf0ILMrmOJNNIH76mQPRMcyrTjEqKJqfybK4jp2p5ScupAACtJ445VRg1OeRUSDobORWNdSUIgoDmaEpznYXV6WiuQ9IQUAEA0ijqpq40NAiG/TnQWBcO068LmUb68DWNDkXuKFVZtFSroa5Uo8111QqVSpkWLbV1OprTO6W8sa5KoVIpipZaS5IyIb5HI014PSNN4vh6Ni1aOiJAmYRp5lGvSKkSRUvNQ2NdbUGuHck00oevKdAcpjlVGM11YedUUpXmOnIqlEhSTgUAgF+2c6ogdTnkVEgDmzlVeyMnBgBheMRdbr257qTzvqot6rR6jLmdd1ttrhs/J0tzHUKVz+cJqAAACMD2+2cmk7HenGbzc4ji/NOKazMAaL4N7u1yvvKQ0XOuvnOuUeHSmncOaa/2+t7+Jb0YqGhJt+/0ven/s36m76Kl72QfpGgp4ciEAACtLEhDnanC+6x5aTsQH1wvAkDzmeZUphmVFE1O9X/1S127forv7cmpWgs5FQCglZFTAf5Ecb1IYx2A1Nuiwmp14a9SFzWa6wAAALzZbOpKwy91ovocaK7zLw2vKwCAf1frHyRJ/6J11o6xWh9Ur3qt7V+iaAkAAMTPEa7rOQ08jEKlenlH5c/4c11XjxpMKB+XzTINHE1FTgUArSWKnOpa/Z+Df/qWtWOQUwEAgLixnVOZZlQSORWSJ+qcynHdCFpdE8LvMn8A7Ah71bpDDXWl7DfX2Vq1joY62MIvyQAAaRRWU1cz3yfDbExr1udhrcnxi9mR/V+c3GvksL8mZBrpw9c0OsPDw9q4caMWLVqkjo6OZp8OYsJ01TpJnhPBC4VKpUyLlrymgR8qUpI6OzvV29urZcuWac/tdxkdo940cIqU0iUJmRDfo5EmvJ6RJnF+PVcWLdmY/F2Zd9R7TzUpWpJE0VITHDhwQAMDA+ru7lZbW5vRc+dlR3KqPktft8zvD+ZgL7P3uiCnQj18TYHmMs2pTDMqyV5OVWa9WXMdOVVrSUJOBQCAKds5lWlGJZFTpZntjEpKd05FY10JgiCg+RptrqveTFcpOc11NNMhKgRUAIA0CtrUFaf3xUYb05r9uYTdWFdoqCs7RsKa62x9Tcg00oevaXTiXBSM5gqjua5WsVJBo0VL1QqVyhrr9uxpuGiJIqV0a/b1Yj18j0aa8HpGmvB6NkfRUryZNtYVCpUqhVm4VChUKhV20RI5Ffziawo0X6PNdfUyKslOTjUKORU8xD2nAgAgLcip0qVaThV2c10r5FRmo7Yq9PT0yHEcrVy5snjfrl27tGLFCnV3d2vChAk666yz1N/f77mfrVu3asmSJZo5c6Ycx9G6detGbXPdddfJcZyy27Rp08q2cV1X1113nbq7u9XZ2anTTjtNW7dubeRTBBCxR9zlgZ63RX/vs6lOkuysKFdqbmfw5r2/bM0Vb0BUbK0mAwBAkmQymdj9wibI+RQ+jzh8LmGcQ+aL2eKt1uNJEJevCQDAP/fdbzR+ztV3ztXV+ofirZ6Pa6XR/l/Si7pW/6d48+WC84yO8f+sn6m/y72peEO6kQkBABAvc11Xc5mNHFvzstmaTXWFxxuV+X22arFS4bEwkFMBQPKY5lSmGZVEToXmI6cCACBeyKnizSunCiOjklorp2oP+sTNmzfrC1/4gk4++eTifa7ravHixero6NA999yjyZMn68Ybb9TChQv12GOPaeLEiVX39eKLL2rWrFlaunSprrjiiprHnDNnjn74wx8WPx4zZkzZ45/85Cd144036stf/rKOP/54rV69Wm95y1v0xBNPaNKkSUE/VQAx5r+ZLv5opAMAAAhXJpOp+wuYOPxgHpa4fi5+vg5Vn2fQMJf5YjaWK9fF9WsCALDjmgt/Jkm63tL+TYubAnnuYN5/3PP2jwUAANBC5rqu5zTwyiKloHmKH4W8wmbhchTHiIppIdK8bNZ4KrhJIVLm99lAE8HJqQCgddjOqCRyKgAAgCQjp0ouk5wqSEYltW5OFaix7oUXXtDy5ct16623avXq1cX7+/v79fDDD+vRRx/VnDlzJEk333yzpk6dqt7eXl1yySVV9zd//nzNnz9fknTVVVfVPtn29lGr1BW4rqt169bpmmuu0dvf/nZJ0h133KFjjjlGd911l973vveNes7evXu1d+/e4sdDQ0N1PnMAUXjEXa6Tna/VfDycZrolkoKvKufH3M679ege79XxaKZDnOTz+VherAAA0Ihq4U7S3u/qBVRJ+3zqScoKdF7S9jUBgFbmvvuNcr7yUM3HC4VKZfdpra7Xh30f4+NaqX/ROs/HG3bBedL6b9V+/LmTyz7M/uwI5U6haKlVkAkBABCNakVLXlO/wy5aqny/t71/G8eI0vg5yc+oJHIqAEgT05zKNKOSyKnQfORUAABEg5wqWcip7GsL8qRLL71U55xzjhYuXFh2f6FJbfz48cX7xowZo7Fjx+qhh2r/UOdXf3+/uru79cpXvlIXXHCBtm/fXnzsN7/5jXbu3KkzzzyzeN+4ceO0YMEC/dd//VfV/fX09Kirq6t4e8UrXtHwOQIIxyPu8lH3bdHfh7xCnXfTWxjmdo5u3vvL1lzxBsRNUi8aAQDwUlgyPi5LxwdRK/BJyudT7zwzX8wWb4GPEYOGvCR9TQAA/rnvfuOo+6658GdVm+qKj2ut0TGqFSV9XCvDnf59wXmj73vu5FHFSgXZnx0R3rERe2RCAABEY67rlt2i4JVXhJFj1MtDkpaVjJ+TLStWenyP+T5MV7kznexdb3J40rNQAEBtpjmVaUYlkVOh+cipAACIBjlV/DWaU5lmVFLr5lTGK9atX79eP//5z7V58+ZRj5144omaMWOGVq1apc9//vOaOHGibrzxRu3cuVM7duxo6ERPOeUU3XnnnTr++OO1a9curV69Wm94wxu0detWHXXUUdq5c6ck6Zhjjil73jHHHKPf/va3Vfe5atUqXXnllcWPh4aGaK4DYuQRd7kcj6VmwxHNynW53AyrxwDCxPQnAADiKenvz1VXDwy5GS7zxazyF0c/wCLpXxsAQH3uu9+ojzmfNnpOkJXrrLvgPOnftvnenIngrYVMCACA+Ak6SdvkPT3IMUyvGZIyEXz8qxdUvf/xPdKJnWb7mpfNqi/nP6fKvyxXtxCpVOb32VGFTlzLAUBrMM2pgq5cZx05FTyQUwEAED/kVNHxWqHONKcyzaik1sypjBrrnnnmGV1++eW69957y1alK+jo6NDdd9+tiy++WEceeaTGjBmjhQsX6uyzz274REv3cdJJJ+n1r3+9Zs+erTvuuKOsOa6yCcd13ZqNOePGjdO4ceMaPjcAqClXWBWP1ekAAADQupwNtxX/7N7/XqvHiqq5LmkBEAAAAAAASCaTYh/beUUUeUjhGFEUOBWKlA681CkN9HpuG9fmOv1dNBPlAQAAAAAAyKns8WqmqxTX5rok51RGjXX5fF7PPvts2Ytw//79+slPfqKbbrpJe/fuVSaTUV9fnwYHB7Vv3z5NmTJFp5xyirIBlhH0MnHiRJ100knq7++XJE2bNk2StHPnTk2fPr243bPPPjtqFTsAyeHVHBseC6vWFRvqRmSVVY7mOiQIk58AAECjSpvp0oRrJABoXavdD1lftS4Sl84OfRp4dvyh/D/3FzKwJPOTCY1ahZjrIwAAmiqM9+J6RVHNOIat6eHZ/kPXro/OCX33Re16QJLF8asJLlQCADTONKeKZUYlkVPBEzkVAADJQ05lJoqcaox7MEOy2RyYgpyqzWTjM844Q1u2bFFfX1/xls1mtXz5cvX19WnMmDHFbbu6ujRlyhT19/crl8vp3HPPDfXE9+7dq1/96lfFJrpXvvKVmjZtmu67777iNvv27dMDDzygN7zhDaEeG0C0XDeKb7ZL6m9ST27JoVsVWYXbYAzYZuMiMJ/Pl90AAEC6OBtuK95qbnP6rdbPI/PF8K+9M5kMv4wDAGi1+yHj51yjtRbOpEGXzjbaPPuzI0bfNz5bvFXej2SrldnUynPIeAAAsK9aJhF2VhHHY4R17Gx/tngrNffbZvt5fI/34+16oHgrHjv7Z6Nj5F9WpwHg79xUFCsBABpnmlPFMqOSyKngiZwKAID4iWOGFMUxkpZTjXHdQ011Cnb+rZRTOW6DHSunnXaa5s2bp3Xr1kmSNmzYoClTpujYY4/Vli1bdPnllyuTyejuuw+tBnXhhRfqZS97mXp6eiSNNMA99thjkqRFixZp+fLlWr58uQ477DAdd9xxkqQPf/jDetvb3qZjjz1Wzz77rFavXq0HHnhAW7Zs0YwZMyRJn/jEJ9TT06Pbb79dr3rVq7RmzRpt2rRJTzzxhCZNmlT3cxkaGlJXV5cGBwc1efLkRv5aAFhgf+U6KdDKdTUa6Wpuzsp1SJhGLwbrhVYUqAMAkHxBVqdz73+vhTMpl7+4sWvvJF2nkGmkD1/T6AwPD2vjxo1atGiROjo6mn06SAjTleskRTYVvLOzU729vVq2bJn27KnzGxWDieCSpAX+C52YCJ58hWshvwVJNq6d+B6NNOH1jDTh9YyoBSmQrixO8vLI33Zq+496NeuMZWprr3MNLenEzvKPSxvpasnlJvo+H0nK/L7i/BNUpESmkT58TYF4M82pYrlynUROBU9xyKkAAAAk85zKJKOSpEcXG20+KqcaU6c9LEjO1go5VXvYB96xY4euvPJK7dq1S9OnT9eFF16oa6+9tmybp59+Wm1thxbLGxgY0Gtf+9rix2vXrtXatWu1YMECbdq0SZL0u9/9TsuWLdMf/vAHTZkyRaeeeqoefvjhYlOdJP3TP/2T9uzZo3/8x3/U888/r1NOOUX33nuvr6Y6APHnum5EzXU+GTbUAa3E5MIrn88TaAEAkEBBmunKnn/6rdab6zJfzAZqruPaBAAQJlfJ+cVCLbkdt0uSTH7tkx2fpWgp4ZjwDQAAkqiY6/T7f84p35V6O+tvV/D4HmluZ/1mulLZ7J+NmuvyL8uRUQEAQpWGjEoip2pV5FQAACBpgmRU0sjKdSbNdY/vkeaM93+tn8lkjK+tWiGnanjFujRhwhIQf01ftS6kZjpWrUPS+L0gChpkpf2CCwCAtGi0ma5S3FatS/I1CZlG+vA1jQ6rbSAor2ngtQqV1ugjtk6nyGjFOslzGnihUKlU9oLVvs+FgqXWE/b1FN+jkSa8npEmvJ7RDF6/g6p1DeKs9/e75U51qrfT34p1c08/eP388O987buU38a6JGdUEplGGvE1BeLPNKeKIqMKhJwKIUr6NRUAAIgv05zKb0ZV4LexzqShrlKrrATsN9Noq/kIAMRQNL3AVZrncktCXaEuazQ3CWg+rwuofD5fvNnYPwAAaD5nw22hN9VJI6vW2Zb5ove1dyaTKd4AADCx2v3QqPvcg//VcrU+ZfOUgrl09qi7cjtur1qsJEm59R/zvevseDKwVkPGAwAAbKmW3dTLdNwLwvvd8tzTtx1qqpOkU19uvI9s9s+ej5NRAQCCMs2pYplRSeRUCBU5FQAAsMU0pzLNqOZ+2/vxOePdhprqpPoNc62WU9FYByBxImuuyy0JvaGuFM11SJrSwCmMZjqv/QMAgNbRrOa6VguAAAB2rHY/VCxS8mqoKxXLwqVLZxeLlGoVKgVF0VLrIeMBAAC2lA5I8pvrmBQunfLd0feNaqgrFVJzHTkVACAMpjlVLDMqiZwKoSKnAgAAtpjmVGE014XRUFcqyCCrtGpv9gkAQBCu68pxzJZF9Wu27pIkbdO7rOwfSDLbgVM+n2/JCzIAAFqdc/qtcu9/r9VjZL6YlW6OYkgHAAAJ85X7R/7/xI98PyW3/mPKXrDa9/bZ8Vnl/pIzPTMAAAAgcnO/Len/rdFIV82pL5ce/p3RMbLZP8t1/8boOQAAtARyKgAAAKBo7rcl7Zfc5fbqnajZHsGKdQASK+yV62brrmJTnSTNzt7lsXU4WLUOAAAASeAuvaTZp9CYm12a6gAA1lzvftj4OU2fCP6V+w/dDsqecIbRLnLrP+Zvu1eN3NBamAYOAADixPdE8P0Hbxa57t/QVAcAsMY0p2p6RiWRU8E6cioAABAXxhnVwZzK+ZqdxYhwCI11AFpeZUNd2WM01wGRsxVo5fP5shsAADBju7nOOf3W8HdKQx0AICKJaa6rKFKqZFq05GVUodJJZGCthvwFAADESdXCpYoipaLLZpvt/NSXex/7YDMdDXUAgCgkprmOnAoRIqcCAABxUbO5rlZOdRDNdXbRWAcg0YKuWldopqvVUFe2Lc11QOTCDLRqNdIRmgEAYC4RzXWFZjoa6gAAEYttc12Vqd9eTIqWqk0D95z8TdFSyyF/AQAAceJe4NYtUioKobmOZjoAQLPEtrmOnApNRE4FAADiYlRGVS+ngnXtzT4BAGiU67pyHH9d2H4a6QDEQz6fVyaTCfxc28cAAAB2OKffKvf+95o/kUY6AEDCrNFHmn0Kocit/5h07Wr/TzgpK23J2TshAAAAICyXzZZu2uZ/+1NfLvens+ydDwAAFqQlo5LIqQAAAJBuztccucupj7KBFesApEK9lev8rk5X8/msWgckQq3V6QAAQHhsr1pnjNXpIKmnp0eO42jlypXF+3bt2qUVK1aou7tbEyZM0FlnnaX+/n7P/WzdulVLlizRzJkz5TiO1q1bN2qb6667To7jlN2mTZtWto3rurruuuvU3d2tzs5OnXbaadq6dWsYnyqAmKs3DXyNPlK8Rebdpxs/xc808Gzn/y7ejDERvKWYDEAqvQEAANhgq/jI/eksmuogiZwKQHz4zakiFcecCi3FT+ZERgUAAKIQNKNyvuZvMSKYobEOQGpUa65rtKGubF801wGRMy28snkMAABwiO3mOuf0W703KDTT0VAHSZs3b9YXvvAFnXzyycX7XNfV4sWLtX37dt1zzz36xS9+oRkzZmjhwoX685//XHNfL774ombNmqUbbrhhVBFSqTlz5mjHjh3F25YtW8oe/+QnP6kbb7xRN910kzZv3qxp06bpLW95i/70pz81/gkDiL1qRUtNKVQqFVLRUq0ipexag1U8Cmiuayle+UutXIfMBgAA2GJUuHTZbO990VCHEuRUAOKGnMoHMqqWUytzIqMCAABRo7kuPtqbfQIAECbXdXWc02tt/7Ozd2lb7l3W9i+NNNfllLN6DCBJ8vm8MplM1fttHwMAANTmLr1EzobbrO3fOf1Wufe/t/xOGulQ4YUXXtDy5ct16623avXq1cX7+/v79fDDD+vRRx/VnDlzJEk333yzpk6dqt7eXl1ySfXm0Pnz52v+/PmSpKuuuqrmcdvb22sWNLmuq3Xr1umaa67R29/+dknSHXfcoWOOOUZ33XWX3ve+91V93t69e7V3797ix0NDQ5Kk4eFhDQ8P1zwXNK7w98vfM8J03b7L1dXVVfy4U52RHbuzs7Ps/0X/Z5H0he8Z7etNJ7xZ+t3LD+1b+2tve+OTeuADrzHav058k/TYA2bPQWJt3rxZ8+bNkyT19fX5es7Pf/5zSXyPRjpwzYE04fWMNNj3zn3q+sbINXvher3mdftlc6Uv/LLsrsEfzpTEv4NqWvXvpBVyKgDJdL37YTlOzApv33269JX7jZ6SPeEM6elj/W27dptyH/Zuji9zUlbaQq1WKymtE/K7ih11RQAAwAZ3uUujXAzQWAcAcbL9hpH/M9QQKGMaaDV6DAAAEA/O6bdaXx0PyXbppZfqnHPO0cKFC8sKlgqFP+PHjy/eN2bMGI0dO1YPPfRQzYIlv/r7+9Xd3a1x48bplFNO0Zo1azRr1sgPcr/5zW+0c+dOnXnmmcXtx40bpwULFui//uu/ahYs9fT06OMf//io+++9915NmDChofOFP/fdd1+zTwEp09trb/iTH1/60peq3BugGPLVj/nedOCHQT7ngQDPQVINDAT7evM9GmnC6xlpwusZSdd7WPn165cOq3YNfdCV5dfFGzf6v05uNS+++GKzT6EpWiGnAoBmGf7rkVXuOp72vxodzXWoh5XoAAAAUEBjHYDU+bW7LHmr1hUa6g7Kbv+hcrMWhnsMIOEItAAAiB+bq9bRUId61q9fr5///OfavHnzqMdOPPFEzZgxQ6tWrdLnP/95TZw4UTfeeKN27typHTt2NHTcU045RXfeeaeOP/547dq1S6tXr9Yb3vAGbd26VUcddZR27twpSTrmmGPKnnfMMcfot7/9bc39rlq1SldeeWXx46GhIb3iFa/QmWeeqcmTJzd0zvA2PDys++67T295y1vU0dHR7NNBypSuWheVzs5OfelLX9J73vMe7dmzZ/QGHqvWPfeac6ref9T3fln1/mpMVq07acrI/7c8wKp1qO7AgQPauXNn3e/RlSvgFVbGA+KEaw6kCa9npEnXN7rUqU596bAv6T0vvEd7VH4NPfjOwSadWXK14upmrZJTAUgu13UTt2pdoZmu7L7Fs9Xxbf/NdX7NGzfy/z766uDB78DuyvomhnwDAIB6/K5a5y53Izib1kRjHYBUSkRzXUUzXSWa64Do2Vi1jsAMAJB2YTbX0UwHv5555hldfvnluvfee8umfRd0dHTo7rvv1sUXX6wjjzxSY8aM0cKFC3X22Wc3fOzSfZx00kl6/etfr9mzZ+uOO+4oKziqLFKoV7gwbtw4jRs3rurnQqFqNPi7hg0vvvhi04qW9uzZU72x7t1vHlW0VK1QqdTQ3x3vu2jpdf/vo57TwOeN/lanv37d69SXo3IJtW3dulXz588fdX8hd2lrayu7/5FHHiGDQWxxzYE04fWMNHhx+Yua8LWRleL3HPyPIqXGtNr3hVbKqQAkW1Ka6+rlVCbNdfVWravMqeZls2RU8ORVV1RrYLiNWiQAAJA+tZrryKmi0VZ/EwBIpl+7y6zuf3b2rmBP3H5D3aY6AM0T1sp4+Xy+6r5YeQ8AkEaNNMS5Sy8p3gC/8vm8nn32WWUyGbW3t6u9vV0PPPCAPvvZz6q9vV379+9XJpNRX1+fdu/erR07dugHP/iBnnvuOb3yla8M9VwmTpyok046Sf39/ZKkadOmSVJxInjBs88+O2o6OIDW4Lox/GXHu0/X8F8fuvkxvLh2EVKl7NrRxU3zxlVvqis+ns363j9aU2mmUit3qbU9AACAl8KqdIPvHKRYCcbIqQAkCTnVCK+ciowK9VTLqMipAABAGNzl7qgbokFjHQBEJUBDXXb7Dy2dDAAvjQRaBGYAAPhDMx0accYZZ2jLli3q6+sr3rLZrJYvX66+vj6NGTOmuG1XV5emTJmi/v5+5XI5nXvuuaGey969e/WrX/1K06dPlyS98pWv1LRp03TfffcVt9m3b58eeOABveENbwj12AAQxBm6U2foTuvHya7dVixS8mqoK0XhEurxk7sAAAAAUSKnAoDg4ppTkVGhHjIqAACAdGlv9gkAgE2/dpfpOKfX2v5nZ+/Stty7am8Qwsp02e0/VG7Wwob3A8AuAjMAQKtzl14iZ8NtdbcBwjBp0iTNnTu37L6JEyfqqKOOKt6/YcMGTZkyRccee6y2bNmiyy+/XIsXL9aZZ55ZfM6FF16ol73sZerp6ZE0Ulj02GOPFf/8+9//Xn19fTrssMN03HHHSZI+/OEP621ve5uOPfZYPfvss1q9erWGhoZ00UUXSZIcx9HKlSu1Zs0avepVr9KrXvUqrVmzRhMmTNC73uXx8yOAVHNdV47jNPUcKouUzppzp36w9UKjfQwvnq2Ob4+e8l3qyWv8TwwHbMvn88pkMs0+DQAAAKQYORWApCGnApqDnAoAACC+aKwDkHpNaa4LoaEOQHP5CbQaXdmOwAwAkDbVmutopkOz7NixQ1deeaV27dql6dOn68ILL9S1115bts3TTz+ttra24scDAwN67WtfW/x47dq1Wrt2rRYsWKBNmzZJkn73u99p2bJl+sMf/qApU6bo1FNP1cMPP6wZM2YUn/dP//RP2rNnj/7xH/9Rzz//vE455RTde++9mjRpkt1PGkCsNatoyWvqd1hFS7WKlLZLmmW095GJ4H25nOGzgNrIYAAAANBs5FQA4oacqj4yKthATgUAABBPjuu6brNPIi6GhobU1dWlwcFBTZ48udmnAyBkNpvrJGnbN562un9WrQOao1qgFebqdARmAAAgDGQa6cPXNDrDw8PauHGjFi1apI6OjmafDlqA7aKlzs5O9fb26nPLhjS8x99zTIuWJOk3c/xva9pcJ4nCJUiSDhw4oIGBAXV3d5cVGQdBBoNm45oDacLrGWnDazpcZBrpw9cUSK8omuu8mumqiVtORUYFG8ipAAAAouE302jst5AAAP3aXaZfu8usHye7/YfWjwFgtNImunw+H2pTXeX+AQAAAACIu19+9G/1y4/+rdFztgc4zrxsNsCzAAAAAAAA0CqiyKnIqAAAAID0o7EOQMsIu/mtsqHOXfrRUPdfjc3mukwmwzQcoAYbDXUAAAAAgNbkum6zT2GUs+Z4Tw4vFCmVFioN/a1Z0ZKJ9jsfVPudD1rbP1oT2Q4AAAAAAOWiyKl+JLMV6OKUU41xXY2JYZaH5COnAgAAiBca6wC0lDCa67xWqIuiuS5slQ11NNcB0SMwAwAAAIDWEkXR0gN6n9H21YqW6k39NilaqjcNvNBMV9pQl31sj+/9A36QwQAAAAAAUC4pzXVR5lSVDXXUUsEGcioAAID4aG/2CQBA1H7tLtNxTq/xc/xyl35UzoZPmJ6Wb9ntP1Ru1sKG9lEv8MlkMvzwDkQsn8+HHsZW/jsm7AUAAACA+HBdV47jWD3Gj3ShzpD3lO9SZ825U5/4229YO5/tkmZV3FdvZbrsY3uU+6tOa+eE1mMjgwEAAAAAIMnIqUZ4rU5HLRVsIKcCAACIB1asAwAPXqvTNVN2+w8DPa9ydbp62wKIVhghbD6fL95s7B8AAAAAkE4/uuNW/eiOW42fZzINXBopWqq2Op0XVq4DAAAAAABoHVHmVH253KgV6mqhlgoAAABIJxrrALSkes1yjTbUuUs/Gvi5Npg01AFIHq9mumrbAgAAAADiwfVRsNOoH+lC78crCpWySweNj+G3aGkol9NQLme8fxPzxmY1b2zW6jGQfOQjAAAAAACUa+WcylZOQE4FP8ipAAAAmo/GOgAtq1rjXJgr1Nlurqu3al2hma6Rhjqa8YDomQRmfpvpAAAAAADx1ayiJa/J30GKlrxUNtTl/qrTeB/1Vq2rLFSiaAn11MtUSgcZkb8AAAAAAFpBK+ZUBX5/9q9XS1XIqMipYIKcCgAAoLnam30CANBMYTXR1eIu/aicDZ+wtv/s9h8qN2th2X1hN8NlMhl+IAcils/na/5bDuPfo9f+AQAAAADRc11XjuNYPcaPdKF0x5t8b59dOqjchi7f2w/97d9q8ne/W36fx+p0ub/qrNssN+qcHtszqinPqzBp3tis+vbZXSEPyVaZkXjlLuQpAAAAAIBW0Io5lalqtVT1mufIqVAPORUAAEDz0FgHAAmX3f5D66vj0VwHRK80BLPx74+QDQAAAAAQtqG//Vvpuut8bx+0ue6lef4LryhaQj0muQt5CgAAAAAAyWCaU0lmP/dnMhnt32LWgEhOhXrIqQAAAJqjrdknAABpZ7PpzV36UetNdQCaJ5/PW21qpWEWAAAAAOLDdV37B7noQaPNs0sHfW2Xee93izeb3He/Ue6732j1GAAAAAAAAK2ulXMq6igAAACA1sOKdQAQAXfpR+Vs+ERo+2oGVq0DAAAAAACwy3VdOY7ZpGtjFz0o3eF/xbfs0kHlNnSNur9WcVLm91nlX+Z/8na9VeuqNdKNOck1mgjONHCEye808MoslQniAAAAAIAkacWcqsDvz/6mGZVEToVw+XmtklEBAADUR2MdAESkkea6uKxKR3MdkD5+A+Eg+y1FMAcAAAAA/sS1aMk93P8U8TCa6+qtTEdzHZrJK0+plZ/aymAAAAAAALClFXMqUzTXodlqZU5kVAAAAP61NfsEAAC1uUs/GpumugJ+sAbSJ8yG2Xw+X3V/NOUCAAAAgB2u68p1XXsHOPnBkZuhzO+zRtvn/qpTunCs3He/sW5TXcGYk8w+73ljzc4J8FKadRTykHr5B/kIAAAAACDN0pJTSZLj/LfvbU0zKomcCuGqllP53R4AAACsWAcAkfKzal3cGukAtIZGJlL5DdyYegUAAAAA/tSbBl6tQMl4gni9aeAVRUrOsZL7tP/dm8hm9x86jvPfct3XhX6M9qGR/+fGh75rtDCKkAAAAAAAaUdORU6FZDDNqajhAQAAOIQV6wAgYtUa5wor0yWlqY4fqgFI/qZcAQAAAACCqVWU5DX123gi+EVVJnx7TP52jjXbfb1p4Nns/rJipeJxQpwI3j50qFhJkrJ/YRo4mstPllK6Ah7ZCwAAAACg2cip6vObUZFTIU7IqQAAAEbQWAcATVDaSJeUZrpKNNcB6WOy8lzQsIyQDQAAAAD8KxQo1StUKjU4OGh2kIsePFSkVKNQqVQYRUu1CpWCqla4VFmoVHZ8ipbQZLXykVqZC3kKAAAAAKDZguRUgZrrEpxTmWZUEjkVmo+cCgAAgMY6AEADaK4D0qdeYBZGQEbIBgAAAADJFqRoqVCk5LdQye808DXOLVrj3KJPnHxz1cnftVC0hGYrzUf8ZC7kKQAAAAAANM5mTiWNNNeZZFQSORWaj5wKAAC0uvZmnwAAAADiJZ/PFxtnbYVhpccAAAAAADTZayX9wuwpzrGS+7T3Njec+7nApySNFC257uuqPrbGuaWhfQNxQBESAAAAACDtXNeV4zj+n2CYU/nJqCS7ORWQBuRUAACgldFYBwBoSCaT4QdrIIX4dw0AAAAAyTY4OKixY8f6f0JIzXW1ipR69Aut0mvNDqDyoqV6zXTXv/FmXfPQP/red/YvWeXG54zPCWgWP4OKKjMdBhsBAAAAAJqtWc11NnMqL+7/cuX8fwafr8ipkDzkVAAAIE1orAMANIzmOgBB2Fq1bvcfywPqw490Qz8GAAAAACSB7aIlaaRwqee1/iZ+By1aMlmdjuY6pF2tPKVWPmsrfwEAAAAAwEQUzXV+MyopeE7lF811aAXkVAAAIC3amn0CAIB04IdeAEGE2ZS7+4/OqKa6wv0AAAAAAAtee/BmoMe0cy+A6994s9H22b9kLZ0JYEdpnpLP5+vmKwxFAwAAAACkWoCMSrKfU7n/y3wIMDkVkoacCgAApAEr1gEAAKCpGplI5bdpbvcfHVauAwAAANCSQp8GXqVIaZXerx75nwjul+u+TpK0xrFXbHHNG9eO/IFh4EgYipAAAAAAAEljO6eylVFJh3Iqm8ipkFTkVAAAIOlYsQ4AEBpWrQMQlVqr0wEAAAAARnNdw0Ej1SZ815n8vUrv9737etPAXfd1ZcVKV7v/4HvfBfVWrbvmjWsPFStJ+lZ2k/ExgCTxW+BUmCzuZ8I4AAAAAACmbOdUJhmVZJ5Tmaq3al0hoyKnQishpwIAAHFDYx0AIFQ01wEIwm8A1khDHY14AAAAAFpZoKKl0psPjTbXeRUqhdVcV1moVIqiJaSdV/5Sq0CJoiUAAAAAQNhs51RhNNc12lBXtq8qzXVeGZVEToX0I6cCAABx0t7sEwAApE8mk+EHWQDG8vl81ebcMBvidv/R0eFHGob0AAAAANBiCsVNjmN3QEmPfqGr3Pf53v5q9x+0xrnF6BjXv/FmvagXfW//rewmnZc7zegYQJKU5i8m08EZqAYAAAAAaIa45lSm3P/l6mPOp42eQ06FtCOnAgAAcUFjHQAgcUx/oAaQHKUBmK0V5miuAwAAANCqXNf1LEKqnBZeb/tqVun96tHnPLexWaRUqrDKnWnREpB25KoAAAAAgGaznVP5yaik6HIqANWRUwEAgDhoa/YJAADSycZkmEwmU7Zfps8A6bT7j461pjoAAAAAaHWVRUmF+6rdX2v7elbp/aPuu8p9X/HWiEKznNfjhVvBavdDRsf4VnZTkFMDUs1PkVM+ny+7AQAAAADgxXZOVS2jksLLqWlTMwoAAFoLSURBVEyZZlQSORVQDTkVAAAIGyvWAQCsyWQyDf9gWq95LoxjAGg9rFoHAAAAoJWZFiEFXbkuSFOeH1e7/6A1zi2j7vOy2v2Q0cp138pu0nm504KcHpBa+Xy+al5bK5+ttX0jKr8X2fo+AwAAAACIhu2cymZGFYRpRiWRUwHVkFMBAIAwsWIdAMCqoD+QVq5OZ+MYAFpb2KviObc9XnYDAAAAgFblNVk8LKUr09Vrqitg5TqgcaXFSX4mfoc1FM1xnKqFk6ZNvwAAAACA1hFFRhUEK9cB4SCnAgAAYWHFOgBArNAkB2Dbb3Ka/cpsJMdqdOU6rwY657bH5V5yYuB9AwAAAECc1JsGHscipUYUCpzCKrYA0iTKfxd+CpIcx0nd9yAAAAAAQG3kVAAKovp34bdpjpwKAIBkYsU6AIB19ZrlCqvTNdJUR0MekC7bfpNr9il48rsqHSvXAQAAAEiTagUBcZ38XUu9ieCr3Q+VbUPmBDQuSIFTrcnfAAAAAABIyc+p/GZU5FRAuExzKjIqAABaAyvWAQAikclkRv1gGnbgU+0YAJIrqpXr/K5aR5McAAAAAKRj4vdq90P6mPPpUffVQuYENC6fz3vmwY3+G/MzDfxYlRdBPa3kfz8DAAAAgFaW9JzKNKOSyKmAMJBTAQCASjTWAQAiE8XkJAIkAEF4Ndc12lDn3Pa43EtObGgfAAAAAIBw1StSqkTmBDSusmgp7H9TtYqWKguVSu+naAkAAAAA0EymGZVETgWEgZwKAACUorEOAAAAsRXVqnVSeXNd2KvT0VwHAAAAAK0js23k59j87FyTzwSIH79FSrlcTtmseSZUWrRUq1CpFEVLAAAAAIA0I6cCavOTUwXNqCRyKgAAkqSt2ScAAEDYolgZD0B0tv0muoDXue3x0JvqSvcNAAAAAEiueplTZlu2WKxU+BhAcLlcsEzoWDm+ipUAAAAAAEgqciogOkEzKomcCgCApKCxDgCQSjTXAekSZXMdAAAAAAC1VMucKguVKh8DEFwjhUt++S1ucu78m7IbAAAAAADNRE4FRCeKjEoipwIAoFnam30CAADYkslkfC3ZDgBHfC+a4zi3PS73khND3+/xztyyj590Hw39GAAAAACAEZlMRvqG/ynDmW1Z5WczMAawrVDgdJ7MCwWPlaOn5VZ9rFZxknPn38i98CfGxwIAAAAAICzkVEA8kVMBAJAsrFgHAACARLCxat0R36toqhv36tCPUcm57fHQ9nW8M3dUU13hfgAAAAAAgDSoNxE8l8uVbfOtfLAMqXQiuN+J30wEBwAAAAAAaA1+MypyKgAAkofGOgBAqmUymWafAoAQhdFcV2imq7lKXcyb6wrNdPWa52iuAwAAAACL3ll9YnAtmW3mk4kBHFKtcKmyUKlU0KIlP0VKAAAAAADECjkVEBnTjEoipwIAIAlorAMApB7NdUC6BG2u82ymqxRBc50pP810AAAAAIAIUbQERKp06ne9CeFS8KIlU34KnJw129X16ackqfh/AAAAAABCQ04FRMY0o5Lil1OV3gAAAI11AIAWQXMd0LqMGuoi5HfVukYa6mjEAwAAAADLKFoCUuFb+VxDBU61ipZqFShRtAQAAAAACB05FZAK5FQAAESPxjoAAAAkTr1V6wrNdA011EWwal2t5rpCM10YjXE01wEAAABAPFxz/qd0zfmfavZpAC2lXhFSZaFSbs5nAh+rtGjJz8RvipYAAAAAAM1CTgVEj5wKAID4orEOANAykrxqXSaTSfT5F2TOzipzNhOvEI5qzXWhr04XcXNdWM10lWiuAwAAAACL6kwDryxU+mb2fttnBKBEtaIlr8nfDRUt+ShUAgAAAADAGnIqINbIqQAAiKf2Zp8AAABRymQyyufzzT4N3yqb6ZJ2/gWVzXSZs7PKfz/4kvVAwbbf5JR9zHKz5rhXS3t/ZfUQNL4BAAAAQMK905W+4ZTd5TX1+5vZ+/X23Om2zwrAQfUmglfKzfmMsluvsHQ2hzhrtsu9epbnNqudfyv7+GPupTZPCQAAAACQdORUQKyRUwEAED801gEAWk7cm9PqrUwX9/MvqLcyHc11QLSOd+bqSffR0PfrOOWBvOt6T8ADAAAAgNR6p6trnLW+N6doCUiP/oselCS96nrz59YqWqosVCq9n6IlAAAAAIAnciqgZZFTAQBgrq3ZJwAAAEZkMpm6TXWl28ZV5uxs3aa60m2BRuX+KoIGzXGvtrLbVe/9D616739Y2Xc1Ya6M5zjOqKa6wv0AAAAAgPAdd2xWxx1LlgJEJTfnM56P91/0YPFWvO+a2YGO5azZXvzzauffahYrlW4DAAAAAECzkFMB0SKnAgDALhrrAAAtKU6NaSYNdXFm0lAHhC1JzXWFZrrShrp36KJQ9u1HI811hWa6es1zNNcBAAAAaFXXux822v6b2fs9Hy8UKZUWKiW5aCnz26wyv03u+aP1VCtaqixSGvV4wKIlP4VKAAAAAAD4RU7ljZwKSUNOBQCAPTTWAQBaVjOb2QrNdI2cQxya8QrNdI001NGMh7DEvbmu3up0UTbXmfLTTAcAAAAAGBFG0VK9qd9JK1qqLFSiaAlJkpvzmapTv70ELVoy4be4qXRQEvkOAAAAALQWcqrRyKmQZORUAADYQWMdAKClRd2cFvbqdM1qrgt7dTqa65BW1Van8xJVc53fVesaCbIIwAAAAAC0siBFS9WmfntJQtGS1+RvipaAg2bNHrkF4FW0VCvXIbMBAAAAgNZCTjWCnArwgZwKANCiaKwDAMCyMFanq7f/KISxOl29/QONisuqdSbNdM1Sq7kuzMlQBGAAAAAAUN/17oeNC5zirFCk5KcgiaIlJMVgzjxzqjsNvKJQ6drey4yPIZUXLTHxGwAAAADQCHIqIP7IqQAACB+NdQCAlmez4a1ZK8qFKS2fB1pHs5rrTFenqyWqVeuk8uY6W2EWARkAAACAVlWvCKmyUKlrimt8DD/TwLNbssWbTdnHs8o+bvkY47PKjrd3jHljs5o3liIqVBda0dLM19Sc/B20aMk01yGvAQAAAIDWQk4V8v4tZ1QSORW8hZZTeaxQR04FAGglNNYBAKDwmutsr07ndVwb+yzb77PmoZnxMS2tWnf0CVkdfQJhUyuJqrkurGa6SlE21zEdCgAAAADsqVa05DX5O6yipVpFSjaKlioLlZw9Zs/3Mw18wfgFZcVKYRcuVRYqUbSEWgIXLc2aPdJQ50PQoiVT5EEAAAAA0FrSnlMVMiqbOVVlQ52N5jpyKvjVUE7l0VBXipwKANAq2pt9AgAAxEUmk1E+nw/83GZr5PxL9+HpWVeaavcH2czZWeW/33hTVLVGuqNPyOoPT0TQcIWaCq+xRl+rTffYtoN/uNvaId6hi/TvusPa/qPkOI5c135zLgAAAADEUb2J4JW6prga/B+z/OW4Y7M6/Hv+ts1uySp3UuP5iNfUb2eP5Hb631fmt1nlZ5SfU3Z8Vp0HOtWr3urHH59V7i+NfR5ehUnzxmbVt48cCY3ZWohD1tvZfzu/6gUAAAAAGEhjTlVvZbqwcqqaxw8ho5LIqWAfORUAALWxYh0AAAE1a3U6L0HPxejziPnKdfVWp2PluuaofI1F8e/Gyqp1j20raaqTeq5aEv4xItKvrerX1siOx3QpAAAAALCja4prPEE86ETwapO/awkyEbww9dvvtO8gU8ELU7/9TPtmIjiqqTcNfKt76Fbw7QvMjlFvGnj7wf8KevQ5swMcRF4DAAAAAAhTVDmVSUYl2c+pgq5cR06FRpFTAQAQDhrrAAAo4afZJ27NdI1Iy+dSaKbz2zRHc1006jWfJqa5rtBMV9JQV8pmc907dFHo+4y6oa4UIRgAAAAA+FOvAKlQpFS6nbvC3jAk2xnSmiU3a82Sm63tX5KyFx+h7MVHWD0GWke1oqXKIqVKvYYRUrWipcpCpVIULQEAAAAAbIhTThVFnRM5FZImSE4VRnMdORUAIE1orAMAoEK1ACaOq9PVUu8cQ/lcYrJqnUkzHaJj8vqKdXOdRzNdpbg31xWa6ZrVUAcAAAAAMFetaKne1G+ToqV608CrZUjucrNMqN408MpCpevnmhct1ZsIXlmo1P5ufz/rFzANHLUM5nJVp36H6drey4pFSrUKlUoFLVoCAAAAAMBLXHKq4r4NMyrJfk7lN6Mip4INQXKqIM115FQAgLSisQ4AgCpKC4eS0ExXyas5MDRNaq4zXZ2uFhrywpfUfy+jGDTURSVoc10cm+mYLgUAAAAA/pVO/K43Hbyg0aKlej/fh9Fc5zX5O6zmOq/J3xQtIRH+1D9yMxSkaIm8BgAAAABQT9xyqrCa68LMqUwzKomcCgkRMKcKgpwKANAMjuu69qviE2JoaEhdXV0aHBzU5MmTm306AAAkw1T7P8z+dru9ff/hiYCrmUFSeCvO5fP5UPbjJfuYR7gYUiPdqhvuDmU/1fy77vC9bdya6arhxxAACBeZRvrwNY3O8PCwNm7cqEWLFqmjo6PZpwM0jNc0JMn5slleY1LkVDzG18yOcf3fmxUiXfPoP6rzQKd6t/dq2axl2tNWZ6y4JC03+/n+pa/MNtq+bx85Ekb7XcZnQdtwp7SxV1q0TIvv9ng9VylS6vk/PzI+r1V6v/FzyGvgF9cbSBte0+Ei00gfvqYAgEbYzqlMMyopWE5lxDCjksipEA7fOVWJxes9HgwhpwqSUUnkVACAcPjNNFixDgAAxNezrvWV8Vi5LpiwV6eLYqW73F9VCRVDXp2u56oloe2rUr1V6wqr0yWhqU5iwhQAAAAA2OSnAMld4RZvVs9luRtogrjRMea4cufYO0b7l7ap/UvxWt0e8fHyvHkh27cvqHKnx+TvVV84w/gYrFwHAAAAAIiDVsqpbGdUEjkVvMUxpwqSUUnkVACAaNFYBwAAGmOj8a2ioW7GYcmdQBN2A1ozFT4XW59PZM11hWa6EBvqSkXdXJekZjoAAAAAQHSqFSKFWaRUrwipslDpavcfjPZ//VzvyeGFQqXSYiW3b5bRMdrf7Z0NVBYqZb96hNH+0ToCFy0VipRqFCqViqq5DgAAAACAsNnMqfxmVFHkVMWPDTMqiZwK4YljTkVGBQCIOxrrAABA48Joris009XYl83mOhur1lU2oCW5uS4tzYFp+TzeoYsStzpdLUyXAgAAAAC7SguUbEz8rla45DX527Ro6Z9PuXH0/utM/g6juc5r8jdFS+mXnZdVdl74eWGpxX8Zudk0oHYNqN34eX7ymuOduWU3AAAAAADqsZlTmWZUUjjNdV45VVjNdeRUrS0NOVXQjEoipwIARIfGOgAAEI6gzXUezXRRCqO5rt6Kbklq6rK9Op3XcW3ss3S/bo95eGnK1qp1ro6Qq3QFozTXAQAAAECylU79rjchXDIvWpKkwRMH6zbUlZ1TgOa6QpFSrUIlpF9loZJp0VK9aeDL9pb/X5L07lcZHaPeNPBCoVJpsdIHdJvRMaTaeU2tAiWKlgAAAAAAzWaaUUnBmusKGZWfnCpocx05FWznVIVmurKGOks5VUGQjEoipwIARIPGOgAA0BwBGupsrlonBW+uM2lAi3tzXRxWdQvj+PUaA5PUXFdopittqLtKt4ay77iguQ4AAAAAUM2HBi+2fgy3b5ZxkRPTwNPFa/J3GEVLdad+h1C0VG/yd6PNdX4mflO0BAAAAABIs6vdfwg0MMokdyKnQtpzqjCa68ipAAA20FgHAADCU69RrtBM18AKdbab60zEoQktDM1anc5L0HMx+Tzi3lxXb3W6tDXXAQAAAABaR70ipKCFSqXqFSFVFiq5n7FXtHT0CdnAA538mpfNal7W7jFsy27PKbvde5p2aMc6WKTkpyApSNFS1anfXgIULVVbnc5LkMIlP4VKAAAAAAAkGTlVuNKQUUnkVCZMc6qgzXXkVAAAm/z9pgUAAMCvZ11pqjP6voQ4+oSs/vBE7WAkrNXU8vl8w/sJ4zzSIi2fi1cjXTVX6VbdoPdaOptoOY4j103O9woAAAAAQGOudv9Ba5xbRt0XJrdvlpx520fdV3P7z8ySc8X2mo+bqFagVC93MlWtSGleNqu+XDRFP2GpLFLKbs8pN8tOAdZ92YPHesnK7g9lVH4LlYLYHt+5qcc7c/Wk+2jd7ZY6/7vs4w3u7bZOCQAAAACAusipGleZU6UhoyrcR07lIeE5FRkVAKDAcaleLRoaGlJXV5cGBwc1efLkZp8OAADw8NsXnPobNaAyPLLRuNWM5rqkNaB5/R2F9bk4q8IJIr2suuFuz8dNG+pKpaWxroAfTwAgGDKN9OFrGp3h4WFt3LhRixYtUkdHR7NPB2gYr2mkSbNezyZFS7m/f77sYz8TvxstWvIz9TsJhUv1pn6HVbRULFKqsOql9xvtJ9dnNozL+Ut5ftn5Uqd6f9SrZWcs0572PdV39JX+2idQpVDpAzfcX3v7Gv5Vl/je9lWaY7x/STWLliqLlUpRuJQsXG8gbXhNh4tMI334mgIA0DxJz6nSkFFJ6cupfLGcU5lkVFK4ORUZFQC0Dr+ZRnxbxQEAADzMOMxu883RJ2SVyWSKNxuianKz/XnYVO2cw/5c3J7aE8DC0nPVktHH1RHFWyOu0q0NPT9uHMdu0ywAAAAAAGHKfvUIHX1Ctnjzw+92peZls8Wb3+3jKLs9V7zZdl82V7NYSZJ62j9ntL/svNF/p145lTs+QH757leNvm97W83p3/961enGh/iAbvO9bb+2Gu9fGpkIXrDU+d/Fm5d6jwMAAAAAAG9xzKnIqEaQU41mklFJ4eZUXsioAKA1tTf7BAAAAIKacZhrZeU62017UUliI12p5w42WM08+PFRFlcyc3tmWV+5rueqJbrqhh9b2fdVujV1K9cBAAAAANAs7mdm1Z0G7n7m0KCe375g71wK+c5+e4fQ4SeOFOLsftxeIVExpzIoVspuzxlPA/cqUKqmp/1zRhPBs/Oycsf4z6jc8a75RPB3v0r6+Dbfm//rVacbTwT/gG7zPRW8X1sDTQSnCAkAAAAAgMaRU4UrSEYlkVP5ZZpTmWRUEjkVAMAeVqwDAAA4aMZhbuRNdTaa35K6Ol3Bc45TbKqrvD+p3J5Z1lfGS9PKdaxaBwAAAABottKCpNL7CrdSQfKketPAK/OdMQEGDtWbCH74idlisVLh4zAVPofSz8Nd+j6jffidGh5FHuaOcY2KlQIdY7wbbIK4gc+6F+uz7sVGzwk6EdyUnyInx3HKbgAAAAAApF3Scyq/GVUUOVWBaUYlkVOFLUhGJUWTU/ltxCOnAoD0oLEOAAAkWhiNcM1oqCsVRphSrVApaWo11FVuY4uNxrfKhroe1/+UpbhxXVeuxVUDK9kInNqdDWU3AAAAAAC8lBYoVStgKhVW0ZJXvhNWc11loVLlY42ql1EFKVzye6yrXPN997R/zvPxRguV6hUgFYqUSrczzan+9arTPR8vFCqVFivZynn6tbWhAqdahUu1CpQoWgIAAAAAtIKk51SmGVXh8UZ5fQ5hZlTVjkVOVV1UGZXUWE7l1VxHTgUA6eO4UVbHxtzQ0JC6uro0ODioyZMnN/t0AACAgd++YPaDaTMb6WrJ5/PGz0lyI12BabPcUZYvX51V2xt6vp9AaZVzW0PH8HKD3hvq/qr9uBBlENTojyv1Guhecpc2tH8AiAsyjfThaxqd4eFhbdy4UYsWLVJHR0ezTwdoGK9ppEkSX8+mGZVknlPtD/Bz+VMvmG2/+3F/E7gLgmRUzobP+942N6u8kKre8W5w/O+7YNVL7y/7OOyp3xNemKDeH/Vq2RnLtKd9j6+J36Y51QduuL/sYz9Tv01ynldpTs3HqhUpvUMrfO+70gb3dkn+z49feUcrid+fAS+8psNFppE+fE0BAEimOOZUphmVZD+nMsmopHTkVM5fyr9uccipTGuRosqpTDMqiZwKAOLEb6bRHuE5AQAANF0cG+qCSHpDXSMrzz3nOFab69yeWYGa62yseBfEVbq14ea6egGP67qxnrJkshpdu7OB5joAAAAAQFNEkVMVp4f/2c7P8VFlVNntOaMp4le57zMuWupp/1ygSeL1OGtGcqbOtl9Kr35Mg+MGfTdtmOZU/3rV6VYzqn5tHVW05DX1+9/15cBFS3HOngAAAAAASBvbOZXtjEoip/KjkFNJ2yRJ7tX+c6RWzanIqACgNdBYBwAAUmHGYa7npKUkNNRlMhnPVeuS3kwnNdZQV7kf2yvX+RUkBOpxL7G6al3Q5jqTiUlRNdc5juP7vEwa6gAAAAAAsCGKjGqM63pOAx9T5efo2RNdbTMoXDr8xKznNPAwcip36fvqTgQ3KVJqhN1CpXJdn35KL171qtCPF7RQyTTj8SpQqqaR5joTJhkSAAAAAACtII45lWlGJdnPqfxkVIXtohBlTuWs2W7UXOdXkJwqSB0SORUAICxtjTy5p6dHjuNo5cqVxft27dqlFStWqLu7WxMmTNBZZ52l/v5+z/1s3bpVS5Ys0cyZM+U4jtatW1f1WPPnz9ekSZM0depULV68WE888UTZNitWrJDjOGW3U089tZFPEQAAJEi1wGfGYW4imuoKqoU9mUwm8U11zzlOaE11pfu0pV7A4/bMKt6C6nEvCfzcsLmuG+tAxys4a3c2FG9B0ZAHAAAAAAhTFBlVtea5Ma5b9f6C2RPNjn/4idlR94WdU1UrSHKXvq94a0S9IqSr3PcVb2Fy1myvWaxUuo1ffnOqRvjNha7SrbpKtzZ0rHr+XV/Wv+vLgZ7LBHEAAAAAAMrFMacyzagk+zlVrRyKnKqc7ZzKpHbJdk7VSEYlkVMBQNIEXrFu8+bN+sIXvqCTTz65eJ/rulq8eLE6Ojp0zz33aPLkybrxxhu1cOFCPfbYY5o4cWLVfb344ouaNWuWli5dqiuuuKLqNg888IAuvfRSzZ8/Xy+99JKuueYanXnmmaP2e9ZZZ+n2228vfjx27NignyIAAEigJDXR1ZL0JrpSNpvfbHN7ZslZtX3UfUlRb9W6MBrpolq1Tiqf5mSjEa7d2aCX3KWh7xcAAAAA0JqiyKi8muhqCbJyXZBiJxM2p31f5b5PNzifH3WfDSZFSKaanVNVFinVy50q1ZsG3kiRUiUmggMAAAAAUC6OOVXQlets5lS2V6Qjp2pctUY6cioAQBgCNda98MILWr58uW699VatXr26eH9/f78efvhhPfroo5ozZ44k6eabb9bUqVPV29urSy6pvirH/PnzNX/+fEnSVVddVXWbH/zgB2Uf33777Zo6dary+bz+5m/+pnj/uHHjNG3atCCfFgAAAEKQz+eLf55p+VjPOY6OshBA7BocCe92Hrw0PabLTsjR416iVc5tVvYtVQ+Pwg5somyus72yHM11AAAAAAAcYruhLiq2CpQa5azZLvdq/0VHtguUqmU8XlO/wyhaCrNQCQAAAAAApBc5lV1xyqlMM6rC4+RUAIBGBGqsu/TSS3XOOedo4cKFZY11e/fulSSNHz++eN+YMWM0duxYPfTQQzUb64IYHByUJB155JFl92/atElTp07V4YcfrgULFuj666/X1KlTq+5j7969xXOWpKGhodDODwAAoJWUNtNFLczmukJDXbX7k9xc1+OGdx1eTZTNdQAAAAAAoDH1JoKnpVApCUyLlmxzXdcopwpStBQFpoEDAAAAABB/ZFTxEqecyjSjksipAACNaTN9wvr16/Xzn/9cPT09ox478cQTNWPGDK1atUrPP/+89u3bpxtuuEE7d+7Ujh07QjlhaeQN88orr9Qb3/hGzZ07t3j/2Wefra997Wv68Y9/rE9/+tPavHmz3vzmN5c1z5Xq6elRV1dX8faKV7witHMEAABIu3w+X7zV8lQuF8m5PNdAU9euQad4q7edLbYa33rcS6w31aWN7VXxAAAAAACIg2qFSbMnuhQsNSBo4ZGzZnvIZwJJDIECAAAAACAByKjsIKeKF3IqAIg/o8a6Z555Rpdffrm++tWvlq1KV9DR0aG7775bTz75pI488khNmDBBmzZt0tlnn60xY8aEdtKXXXaZHnnkEfX29pbdf/755+ucc87R3Llz9ba3vU3f//739eSTT+p73/te1f2sWrVKg4ODxdszzzwT2jkCAACkVb1mukpRNdeZ8tNMl1TNaKiLYrrSfr3T+jEkmusAAAAAAK2hUKREsVJ44jLVuxGmmdJVutXSmTSOoiUAAAAAAOKPjMqOpOdUQeqeyKkAAEEZNdbl83k9++yzymQyam9vV3t7ux544AF99rOfVXt7u/bv369MJqO+vj7t3r1bO3bs0A9+8AM999xzeuUrXxnKCX/gAx/Qd77zHd1///16+ctf7rnt9OnTNWPGDPX391d9fNy4cZo8eXLZDQAAAKP5WZ3OSxTNdX5XrWukoS7uq9Y1e4U6musAAAAAAEBaONdsL7v5FaRoydlwh/FzbEpTcx0AAAAAAEDStWpOlbbmOgBAfBk11p1xxhnasmWL+vr6irdsNqvly5err6+vbFW6rq4uTZkyRf39/crlcjr33HMbOlHXdXXZZZfpm9/8pn784x/7atR77rnn9Mwzz2j69OkNHRsAAKAVNdpM1wy1musKzXRhNMbFrbmu0EzXzIa6UmlqrgMAAAAAAK2nVoGSSdGSb696cOSmeBUtSelprmMaOAAAAAAASCpyqnQ115FTAUB8tZtsPGnSJM2dO7fsvokTJ+qoo44q3r9hwwZNmTJFxx57rLZs2aLLL79cixcv1plnnll8zoUXXqiXvexl6unpkSTt27dPjz32WPHPv//979XX16fDDjtMxx13nCTp0ksv1V133aV77rlHkyZN0s6dOyWNNPB1dnbqhRde0HXXXaclS5Zo+vTpeuqpp3T11Vfr6KOP1nnnnRfwrwcAAKD12GqkeyqX08xs1sq+Sz3nODrqYHOXrSa4XYOOjumy30DmJS6NdGnW7mzQS+7SZp8GAAAAAACwzG8xknPNdrnX15/07V49S84aj30eLFIatf8Nd8hdepGvc4mTQk51g/Nea8c4VadJkh7WJuPnOo4TyTAoAAAAAACARpFTNYacCgAQhFFjnR87duzQlVdeqV27dmn69Om68MILde2115Zt8/TTT6ut7dBieQMDA3rta19b/Hjt2rVau3atFixYoE2bNkmSbrnlFknSaaedVrav22+/XStWrNCYMWO0ZcsW3Xnnndq9e7emT5+u008/XV//+tc1adKksD9NAAAABBBVc53NVeVs63Ev0SrnNs/H4851XetTlvbrnRqjb1g9hkRzHQAAAAAAaWZluvdBNYuWZv+X5/PiVLRkmlOFnQkVipQq76NoCQAAAAAApE3kOVWNhro4ClJLRU4FADDRcGNdofGt4IMf/KA++MEPGj1n5syZdd8g6j3e2dmp//zP//TcBgAAAM0XVXOdbTZXrasWCCWhoa4UzXUAAAAAACCO9m8pzSu2GT/fzzTwa5y1kqSrJa35xpSSRw73d4yYN9d55VRhZELVCpUqHw9StAQAAAAAABAnzc2pfOw/wRmVRE4FAPAv9BXrAAAAkGyZTEb5fL7ZpxHIU7mcJOnliqZxz0Zz3d7+kUDnuidHPh73quROKEpTcx0AAAAAAEi28kKlxtQqWioUKoVyjJgVLpkIkgnVK1Kqtr1p0RLTwAEAAAAAQBwkKadKckYlkVMBAPxpa/YJAAAAIH4ymYzV/Rca4MLcX+k+f/frcPfvZddg42HX3n6neKv2GAAAAAAAAILZv8WpWaz00gWzA+/XuWZ78c/XOGtrFitd/c7/CX6MDXcEfm5SuK4baRGR7SFQAAAAAAAAtSQ1p2qFjEoipwKAVkZjHQAAAJoijOa6yoa6UlE21wXh1UxXbdukiiJw2q93Wtv3S+5SveQutbZ/AAAAAABgh1ehUqlGipa8CpVKNdJcl1T1MqHKQqWfuvcbH8N0engBRUsAAAAAACBK5FTNRU4FAKiHxjoAAABUZXvVOilYc12hmc7Pc6NqrjNZtc5vM12aJK25rtBMR0MdAAAAAACtoZGiJb8+dNFzgZ7nJDhHqpYJeU3+jrJoCQAAAAAAII6iyKmCNNclOaOSyKkAAN5orAMAAEBNUTTX+eW3ma5ZvJrrTFan89pHksW9uY5mOgAAAAAA4Nv3Dt5smrdi5KZkFy4VCpS8CpVKRVW0xDRwAAAAAACQCrZzqpRkVBI5FQCgNhrrAAAA0FT1muUabaiLatU6qby5LoxmukpJb66LI5rpAAAAAABIpzEnmQ35qTsN/HsaVai05jVvNz4vT4VCpYPFSqWSXrhky8PapIe1KdBzKVoCAAAAAABRiGNOVXfVOjIqY+RUAJBcNNYBAADAUxSr1lVrnAtzhboom+vCbqartv+kisuqdaxOBwAAAABAawilaKnO1G/ToqUPXfTc6DtrFCq1qnrTwAtFSkELlUpRtAQAAAAAAKIQx5yqanMdOVUZcioAaA001gEAAKCuqJrrSm9hi7K5DrU1q7mOZjoASLeenh45jqOVK1cW79u1a5dWrFih7u5uTZgwQWeddZb6+/s997N161YtWbJEM2fOlOM4WrduXdVjzZ8/X5MmTdLUqVO1ePFiPfHEE2XbrFixQo7jlN1OPfXUMD5VAAAAGApUtFRl6reXQEVLHqvT1eJnIvh0Z33ZLamqFS2FVaQEAIBN5FQAAACoJS05ld9V68ipAABJ0d7sEwAAAEAyZDIZ5fP5Zp9GbBUa9w6fnLV+rL39jsa9KvwGtcqvr62GStd1rU9Z2q93RtLEBwBovs2bN+sLX/iCTj755OJ9rutq8eLF6ujo0D333KPJkyfrxhtv1MKFC/XYY49p4sSJVff14osvatasWVq6dKmuuOKKqts88MADuvTSSzV//ny99NJLuuaaa3TmmWeO2u9ZZ52l22+/vfjx2LFjQ/qMAQAAYEvfPvuDmT79jY9pj7Mn8POdfkdulVyoVnHSdGe9drgXBD5eM/3UvT+SSd2O45AjAQBCQU4FAACAsESRU6357kcCP7dWRiWRUzWCnAoAmoMV6wAAANAybKxa97tf58r2++hQNCvj7fU5/cmPfD5ftWkyqY2UrusSMgFAi3jhhRe0fPly3XrrrTriiCOK9/f39+vhhx/WLbfcovnz5+uEE07QzTffrBdeeEG9vb019zd//nx96lOf0gUXXKBx48ZV3eYHP/iBVqxYoTlz5ug1r3mNbr/9dj399NOj3jfHjRunadOmFW9HHnlkOJ80AAAAjNWbBt63L1dWrJT74vPGx6g3DfzT3/hY+R1PGh+iqHQquJ+J30meCB6VKAqjAADpRk4FAAAAP+KQU6357kfKm+oC5lTVMipyqsaRUwFA9FixDgAAAL6lYdW63/06p5cf19iqcvUa9B4dymluzFeu8/t1zOfzVlaus7FqHc10ANB6Lr30Up1zzjlauHChVq9eXbx/7969kqTx48cX7xszZozGjh2rhx56SJdccklo5zA4OChJowqSNm3apKlTp+rwww/XggULdP3112vq1Kk197N3797ieUvS0NCQJGl4eFjDw8OhnS9GK/z98veMtOA1jTTh9YxQnbhP+x/rKrtry74HDv7pwKjN//vW57TgssONDvGZ152rD235j7L7Cg11nW5n2f8lSU9IOs7oEEWvnDBShDS+s86GByX139G+ffvU1dVVf8MQTJgwoXh9D298f0ba8JoOV6v+PbZCTgUAAIBwjDnJ1f4t5TUzXivU5b74vLIXH1Hz8WrWvObtuvqX3yy/z2uFuiclHW90CEmt1Shno9apFlauA4Bo0VgHAAAAI63cXGey4l1UzXWm4vS1CyNwIkQCgNa1fv16/fznP9fmzZtHPXbiiSdqxowZWrVqlT7/+c9r4sSJuvHGG7Vz507t2LEjtHNwXVdXXnml3vjGN2ru3LnF+88++2wtXbpUM2bM0G9+8xtde+21evOb36x8Pl9zwnhPT48+/vGPj7r/3nvv1YQJE0I7Z9R23333NfsUgFDxmkaa8HpGeCpXhRnw3vpq78erm12+j/3lx/zSgS+Vb/5EgENIoz+VOjZu3BjwQM3ntZpP2JL899QMfH9G2vCaDseLL77Y7FOIXKvkVAAAAGjcobod/zVIUvDmOl0/u/6GBQGb60xNd9Zrh3uB5zbO4+X1RO6J8agPirK5DgAQHRrrAAAAgDpMGuqi5nfVukYa6mytWicFD5xoqAOA1vbMM8/o8ssv17333ls27bugo6NDd999ty6++GIdeeSRGjNmjBYuXKizzz471PO47LLL9Mgjj+ihhx4qu//8888v/nnu3LnKZrOaMWOGvve97+ntb3971X2tWrVKV155ZfHjoaEhveIVr9CZZ56pyZMnh3reKDc8PKz77rtPb3nLW9TR0dHs0wEaxmsaacLrGY3q6+treB8mq9Y9cNPukefsWjDqsU63U1868CW9p+092uPsKX/QZNW6hb+UJB3zx2BZz5ODS0bd1/Vk7RXhBo+PzwpuUa1cx6p19fH9GWnDazpcrba6WSvlVAAAAAgu6kHYuS8+L0nK7rR0gNdvO/iH/w709FrNdZUNdaX3t1pzHavWAUB0aKwDAACAsVZYtS6MZrqoVq2r1VwX5tfIZnOdCQIjAIA08r707LPPlr037d+/Xz/5yU900003ae/evcpkMurr69Pg4KD27dunKVOm6JRTTlE2G8578wc+8AF95zvf0U9+8hO9/OUv99x2+vTpmjFjhvr7+2tuM27cuKpTwjs6Oijqiwh/10gbXtNIE17PMFXIRNra2hre14M3D3lOAy8UKY0YOd6D0x9Udmf16849zp7RjXXb5D0NvFiodMhTE16nac+ZFy4dO/buYtFSsVBpTO3t4/Rvb8+ePfU3OqiQIQUpcho7diwZlE98f0ba8JoOR6v9HbZSTgUAAABzYdbu1Fu1rjynOnjftFzNnKqqeqvWVeRUO48KllFJ5c11tRrq0qCRnIrmOgCIRuO/TQIAAEBLikOTVaO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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 76 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 8 - Strait of Georgia\n", + "\n", + "* all water" + ], + "id": "827642c9377dd053" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:34.696566Z", + "start_time": "2025-09-30T18:45:34.210121Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[8], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "d57255654de68f1c", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 77 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 9 - Gospel Rock, West Keats Island\n", + "\n", + "* check depth of dark pixel off Popham Island; remove if land\n" + ], + "id": "b9ae59f06206d79b" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:35.546729Z", + "start_time": "2025-09-30T18:45:34.704847Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[9], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e, dbl_bathy);", + "id": "95a85bf48eb18b7", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 78 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 15, 10 - Bowen Island\n", + "id": "474ed49926d6b2cb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:36.095037Z", + "start_time": "2025-09-30T18:45:35.600340Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[10], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "6a16d505c3088de5", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 79 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Tile 15, 11 - Bowyer Island, Cypress Mountain\n", + "id": "cbe5c803b3318241" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:36.694068Z", + "start_time": "2025-09-30T18:45:36.102646Z" + } + }, + "cell_type": "code", + "source": "plot_tile(tile_x_min_max[11], y_slices, bathy, lons_e, lats_e, dbl_bathy_base, lons_dbl_e, lats_dbl_e);", + "id": "d929c1b077f3c936", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 80 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "### Tile 15, 12\n", + "\n", + "* all land" + ], + "id": "3846fa1461f9fd40" + }, + { + "cell_type": "code", + "id": "98b809fb11c9c2db", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:36.702201Z", + "start_time": "2025-09-30T18:45:36.700304Z" + } + }, + "source": [ + "bathy.close()\n", + "dbl_bathy_base.close()\n", + "dbl_bathy.close()" + ], + "outputs": [], + "execution_count": 81 + }, + { + "cell_type": "code", + "id": "5101594164ba7d15", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-30T18:45:36.753298Z", + "start_time": "2025-09-30T18:45:36.750767Z" + } + }, + "source": [], + "outputs": [], + "execution_count": null + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/bathymetry/Process202405-2xrezBathymetry.ipynb b/bathymetry/Process202405-2xrezBathymetry.ipynb new file mode 100644 index 00000000..dc4bb4c5 --- /dev/null +++ b/bathymetry/Process202405-2xrezBathymetry.ipynb @@ -0,0 +1,5856 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "45e298a7bf4dccd2", + "metadata": {}, + "source": [ + "# Process 202405-2xrez Bathymetry\n", + "\n", + "Based on `tools/bathymetry/Process202108Bathymetry.ipynb` notebook.\n", + "\n", + "Base bathymetry was created in the\n", + "https://github.com/SalishSeaCast/analysis-doug/blob/main/notebooks/2xrez-202111/bathymetry-202405-2xrez.ipynb\n", + "notebook by following Michael's process.\n", + "Its major differences from the double resolution 202207j bathymetry are:\n", + "* Changed the Pitt River to be a short, closed stub\n", + "* Changed the proxy Fraser River extension to go southward instead of northward,\n", + " and to start just east of the mouth of the Pitt River instead of from the Pitt\n", + "\n", + "Processing steps:\n", + "1. Straighten Channel at North Open Boundary\n", + "2. Straighten Channel at West Open Boundary\n", + "3. Adjust Specific Grid Cells\n", + "4. Smooth\n", + "5. Add Steeveston Jetty\n", + "6. Check dredged Fraser River Channel\n", + "7. Plot the Final Bathymetry\n", + "8. Write out bathy file and jetty extra friction files\n" + ] + }, + { + "cell_type": "markdown", + "id": "593c533bde587292", + "metadata": {}, + "source": [ + "The conda environment file for this notebook is `environment-2xrez.yaml`." + ] + }, + { + "cell_type": "code", + "id": "3bc4c731da35debb", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:44.863667623Z", + "start_time": "2026-01-28T17:07:44.553609998Z" + } + }, + "source": [ + "from pathlib import Path\n", + "import sys\n", + "\n", + "import arrow\n", + "import cmocean.cm as cm\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from salishsea_tools import bathy_tools, viz_tools\n", + "\n", + "import matplotlib.colors as matcolors\n", + "import matplotlib.cm as cmx" + ], + "outputs": [], + "execution_count": 1 + }, + { + "cell_type": "markdown", + "id": "e45cf0a8cb69fc4a", + "metadata": {}, + "source": [ + "Python and library versions:" + ] + }, + { + "cell_type": "code", + "id": "d7b36c5f6c1fb51c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.090142857Z", + "start_time": "2026-01-28T17:07:44.894313597Z" + } + }, + "source": [ + "import bottleneck\n", + "import cmocean\n", + "import h5netcdf\n", + "import h5py\n", + "import matplotlib\n", + "import netCDF4\n", + "import numpy\n", + "import pandas\n", + "import scipy\n", + "import xarray\n", + "\n", + "print(f\"Python {sys.version=}\")\n", + "print(f\"{numpy.__version__=}\")\n", + "print(f\"{xarray.__version__=}\")\n", + "print(f\"{bottleneck.__version__=}\")\n", + "print(f\"{pandas.__version__=}\")\n", + "print(f\"{h5netcdf.__version__=}\")\n", + "print(f\"{h5py.__version__=}\")\n", + "print(f\"{netCDF4.__version__=}\")\n", + "print(f\"{scipy.__version__=}\")\n", + "print(f\"{matplotlib.__version__=}\")\n", + "print(f\"{cmocean.__version__=}\")\n", + "print(f\"{arrow.__version__=}\")" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Python sys.version='3.12.3 | packaged by conda-forge | (main, Apr 15 2024, 18:38:13) [GCC 12.3.0]'\n", + "numpy.__version__='1.26.4'\n", + "xarray.__version__='2024.6.0'\n", + "bottleneck.__version__='1.4.0'\n", + "pandas.__version__='2.2.2'\n", + "h5netcdf.__version__='1.3.0'\n", + "h5py.__version__='3.11.0'\n", + "netCDF4.__version__='1.6.5'\n", + "scipy.__version__='1.14.0'\n", + "matplotlib.__version__='3.8.4'\n", + "cmocean.__version__='v3.0.3'\n", + "arrow.__version__='1.3.0'\n" + ] + } + ], + "execution_count": 2 + }, + { + "cell_type": "markdown", + "id": "c8de45ab2c5c758", + "metadata": {}, + "source": [ + "## Load, Plot and `depth_check()` the Bathymetry" + ] + }, + { + "cell_type": "code", + "id": "1e24234aece58e14", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.186875848Z", + "start_time": "2026-01-28T17:07:45.121112143Z" + } + }, + "source": [ + "# isolate the probable user-specific part of repo paths to make the notebook portable\n", + "repos_prefix = Path(\"/media/doug/warehouse/MEOPAR/\")\n", + "repos_prefix = repos_prefix if repos_prefix.exists() else Path(\"/data/dlatorne/MEOPAR/\")" + ], + "outputs": [], + "execution_count": 3 + }, + { + "cell_type": "code", + "id": "ebe952dc96f05264", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.278142253Z", + "start_time": "2026-01-28T17:07:45.217509831Z" + } + }, + "source": [ + "bathy_paths = {\n", + " \"dbl_202405\": repos_prefix / \"grid\" / \"bathymetry_double_202405_base.nc\",\n", + " \"dbl_final_202405\": repos_prefix / \"grid\" / \"bathymetry_double_202405.nc\",\n", + "}" + ], + "outputs": [], + "execution_count": 4 + }, + { + "cell_type": "code", + "id": "8c0b41a58ab2e93f", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.382021466Z", + "start_time": "2026-01-28T17:07:45.313221566Z" + } + }, + "source": [ + "with xarray.open_dataset(bathy_paths[\"dbl_202405\"], engine='h5netcdf') as bathy:\n", + " lons = bathy.nav_lon\n", + " lats = bathy.nav_lat\n", + " base_bathy = bathy.Bathymetry" + ], + "outputs": [], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "id": "4441ffd49770176e", + "metadata": {}, + "source": [ + "Calculate expanded `lons` and `lats` arrays by extrapolating values on south and east edges.\n", + "This provides arrays that `pcoulormesh()` interprets as cell edges so that it doesn't a\n", + "`UserWarning` about the non-montonic lon/lat values that arise due to the rotated grid.\n", + "This code is based on Michael's `expandf()` function in\n", + "https://github.com/SalishSeaCast/analysis-michael/blob/master/bathymetry/bathy_helpers.py" + ] + }, + { + "cell_type": "code", + "id": "1c66e528902c698c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.639945447Z", + "start_time": "2026-01-28T17:07:45.414285824Z" + } + }, + "source": [ + "lons_e = numpy.zeros((lons.shape[0]+1, lons.shape[1]+1))\n", + "lons_e[1:, 1:] = lons\n", + "lons_e[0, 1:] = lons[0, :] - (lons[1, :] - lons[0, :])\n", + "lons_e[:, 0] = lons_e[:, 1] - (lons_e[:, 2] - lons_e[:, 1])\n", + "\n", + "lats_e = numpy.zeros((lats.shape[0]+1, lats.shape[1]+1))\n", + "lats_e[1:, 1:] = lats\n", + "lats_e[0, 1:] = lats[0, :] - (lats[1, :] - lats[0, :])\n", + "lats_e[:, 0] = lats_e[:, 1] - (lats_e[:, 2] - lats_e[:, 1])" + ], + "outputs": [], + "execution_count": 6 + }, + { + "cell_type": "markdown", + "id": "3507ba02794fc753", + "metadata": {}, + "source": [ + "Plotting setup:" + ] + }, + { + "cell_type": "code", + "id": "66040c522eed1bf7", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:45.816290027Z", + "start_time": "2026-01-28T17:07:45.702383747Z" + } + }, + "source": [ + "cmap = cm.deep\n", + "cmap.set_bad('darkgreen')\n", + "lon_limits = (47, 51)\n", + "lat_limits = (-126.3, -122.2)\n", + "y_max = base_bathy.y.max().item() + 1\n", + "x_max = base_bathy.x.max().item() + 1\n", + "cNorm = matcolors.Normalize(vmin=0, vmax=14)\n", + "scalarMap = cmx.ScalarMappable(norm=cNorm, cmap='cool')" + ], + "outputs": [], + "execution_count": 7 + }, + { + "cell_type": "code", + "id": "24c6a9f21303cab4", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:46.844399085Z", + "start_time": "2026-01-28T17:07:45.841194483Z" + } + }, + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(16, 9))\n", + "ax.set_ylim(lon_limits)\n", + "ax.set_xlim(lat_limits)\n", + "viz_tools.set_aspect(ax, coords='map')\n", + "mesh = ax.pcolormesh(lons_e, lats_e, base_bathy, cmap=cmap)\n", + "fig.colorbar(mesh, ax=ax);" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 8 + }, + { + "cell_type": "code", + "id": "2d2afca985615e3c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:47.047487834Z", + "start_time": "2026-01-28T17:07:46.906447836Z" + } + }, + "source": [ + "def depth_check(bathy):\n", + " \"\"\"Checks the depth at each point of the bathymetric data and prints\n", + " whether it is \"Deep\" or \"Shallow\".\n", + "\n", + " A depth greater than 428 is considered \"Deep\" and a depth between 0\n", + " and 4 (non-inclusive) is considered \"Shallow\". The function iterates\n", + " through the entire 2D array of bathymetric data to classify each point.\n", + "\n", + " :param bathy: 2D array of bathymetric data where each element represents\n", + " the depth at that point\n", + " :type bathy: numpy.ndarray\n", + "\n", + " :return: None\n", + " \"\"\"\n", + " DEEP_DEPTH_THRESHOLD = 428\n", + " SHALLOW_DEPTH_UPPER_THRESHOLD = 4\n", + " SHALLOW_DEPTH_LOWER_THRESHOLD = 0\n", + "\n", + " # Utility function to encapsulate repeating depth info printing\n", + " def print_depth_info(mask, label, base_bathy):\n", + " for y in mask.y:\n", + " for x in mask.x:\n", + " if mask[y, x]:\n", + " print(\n", + " f\"{label}: y={y.item()}, x={x.item()}, depth={base_bathy[y, x].item()}\"\n", + " )\n", + "\n", + " # Identify deep and shallow areas\n", + " deep_mask = bathy > DEEP_DEPTH_THRESHOLD\n", + " shallow_mask = numpy.logical_and(\n", + " base_bathy < SHALLOW_DEPTH_UPPER_THRESHOLD,\n", + " base_bathy > SHALLOW_DEPTH_LOWER_THRESHOLD\n", + " )\n", + "\n", + " # Handle deep areas\n", + " if deep_mask.any():\n", + " print_depth_info(deep_mask, \"Deep\", base_bathy)\n", + "\n", + " # Handle shallow areas\n", + " if shallow_mask.any():\n", + " print_depth_info(shallow_mask, \"Shallow\", base_bathy)\n" + ], + "outputs": [], + "execution_count": 9 + }, + { + "cell_type": "code", + "id": "2744d462db03c287", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:47.120872608Z", + "start_time": "2026-01-28T17:07:47.075627804Z" + } + }, + "source": [ + "depth_check(base_bathy)" + ], + "outputs": [], + "execution_count": 10 + }, + { + "cell_type": "markdown", + "id": "3af8b2824b9cd49e", + "metadata": {}, + "source": [ + "## Straighten Channel at North Open Boundary\n", + "\n", + "Change the shape of Johnstone Strait at the north boundary of the grid to make it perpendicular to the grid edge.\n", + "This is done to avoid numerical instabilities." + ] + }, + { + "cell_type": "code", + "id": "82a6e3b716376bc6", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:47.187046861Z", + "start_time": "2026-01-28T17:07:47.135389775Z" + } + }, + "source": [ + "ns_bathy = base_bathy.copy()\n", + "js = 70 # x index to start changes at\n", + "je = 120 # x index to end changes at" + ], + "outputs": [], + "execution_count": 11 + }, + { + "cell_type": "code", + "id": "7ef1b68609862562", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:47.858360145Z", + "start_time": "2026-01-28T17:07:47.191571234Z" + } + }, + "source": [ + "ns_masked = np.ma.masked_array(ns_bathy, ns_bathy == 0)\n", + "\n", + "\n", + "def plot_north_bdy(ns_masked, y_max):\n", + " fig, (ax_plan, ax_depth) = plt.subplots(1, 2, figsize=(16, 5))\n", + " ax_plan.set_ylim((1790, y_max))\n", + " ax_plan.set_xlim((70, 120))\n", + " ax_plan.plot([70, 120], [y_max-15, y_max-15], 'r-')\n", + "\n", + " viz_tools.set_aspect(ax_plan)\n", + " mesh = ax_plan.pcolormesh(ns_masked, cmap=cmap, vmax=20)\n", + " fig.colorbar(mesh, ax=ax_plan)\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(0), linewidth=3)\n", + " for i in range(1, 14):\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1 - i, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(i))\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1 - 14, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(14), linewidth=2)\n", + " ax_depth.invert_yaxis()\n", + "\n", + "\n", + "plot_north_bdy(ns_masked, y_max)" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 12 + }, + { + "cell_type": "code", + "id": "54e5ec27003d2b1", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:47.963429775Z", + "start_time": "2026-01-28T17:07:47.908639862Z" + } + }, + "source": [ + "# Take the nice smooth curve at the boundary and blend it into the nice smooth curve at 15 which is ss=21 steps west\n", + "# TOO perfect, so add in some of the variation in the real bathymetry (after keep)\n", + "init_north = np.array(base_bathy[y_max-1, :])\n", + "init_15 = np.array(base_bathy[y_max-15, :])\n", + "ss = 21\n", + "# first six rows are straight, shifted add to the east\n", + "add = 10\n", + "strat = 6\n", + "for ii in range(y_max-strat, y_max):\n", + " ns_bathy[ii, js:je] = init_north[js-add:je-add]\n", + "# now blend into the bathymetry at 15 shifting 2 or 3 (average 2.4) east as we go\n", + "keep = strat+5\n", + "for ii in range(strat, keep):\n", + " row = y_max - 1 - ii # row where we are putting the new bathymetry\n", + " jj = ii - strat # weighting as we move down\n", + " shift = int(jj*1.3) + add # how far we shift\n", + " ns_bathy[row, js+shift:je+shift] = (((10-jj) * init_north[js:je] + jj * init_15[js+ss:je+ss]))/10.\n", + "for ii in range(keep, 15+1):\n", + " row = y_max - 1 - ii # row where we are putting the new bathymetry\n", + " jj = ii - strat # weighting as we move down\n", + " shift = int(jj*1.3) + add # how far we shift\n", + " ns_bathy[row, js+shift:je+shift] = np.maximum((((10-jj) * init_north[js:je] + jj * init_15[js+ss:je+ss]))/10., base_bathy[row, js+shift:je+shift])" + ], + "outputs": [], + "execution_count": 13 + }, + { + "cell_type": "code", + "id": "8c33995a442c371f", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:48.132953454Z", + "start_time": "2026-01-28T17:07:47.967338750Z" + } + }, + "source": [ + "# Cell to perfect the shifting and blending\n", + "plt.plot(range(js, je), np.array(-base_bathy[y_max-1, js:je]), linewidth=5)\n", + "add = 10\n", + "strat = 6\n", + "ss = 21\n", + "plt.plot(range(js, je), np.array(-base_bathy[y_max-15, js:je]), linewidth=5)\n", + "for ii in range(strat):\n", + " plt.plot(range(js+add, je+add), np.array(-base_bathy[y_max-1, js:je]))\n", + "for ii in range(strat, 15+1):\n", + " jj = ii - strat\n", + " shift = int(jj*1.3) + add\n", + " print (shift)\n", + " plt.plot(range(js+shift, je+shift), (((10-jj)*np.array(-base_bathy[y_max-1, js:je]) + jj*np.array(-base_bathy[y_max-15, js+ss:je+ss]))/10.))" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 14 + }, + { + "cell_type": "code", + "id": "9ecb056cbcd372d8", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:48.278019047Z", + "start_time": "2026-01-28T17:07:48.134474514Z" + } + }, + "source": [ + "# Remove shallow points, deepen points almost at 4\n", + "for i in range(1800,y_max):\n", + " for j in range(70, 120) :\n", + " if ns_bathy[i, j] < 2:\n", + " ns_bathy[i, j] = 0\n", + " elif ns_bathy[i, j] < 4:\n", + " ns_bathy[i, j] = 4" + ], + "outputs": [], + "execution_count": 15 + }, + { + "cell_type": "code", + "id": "423cbf0323861ced", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:48.956234841Z", + "start_time": "2026-01-28T17:07:48.292753715Z" + } + }, + "source": [ + "ns_masked = np.ma.masked_array(ns_bathy, ns_bathy == 0)\n", + "plot_north_bdy(ns_masked, y_max)\n", + "\n", + "depth_check(ns_masked)" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 16 + }, + { + "cell_type": "markdown", + "id": "17614a5b11d2efd1", + "metadata": {}, + "source": [ + "## Straighten Channel at West Open Boundary\n", + "\n", + "Change the shape of Jua de Fuca Strait at the west boundary of the grid to make it perpendicular to the grid edge.\n", + "This is done to avoid numerical instabilities." + ] + }, + { + "cell_type": "code", + "id": "e4e34538-9c6f-4c95-9cc1-946e056037d6", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:49.080341093Z", + "start_time": "2026-01-28T17:07:49.005066230Z" + } + }, + "source": [ + "ws_bathy = ns_bathy.copy()\n", + "iss = 350*2 + 10*2\n", + "iee = 470*2 + 10*2" + ], + "outputs": [], + "execution_count": 17 + }, + { + "cell_type": "code", + "id": "262f4ce9-15d7-491d-a5af-0cf3ffc5fd69", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:49.707323368Z", + "start_time": "2026-01-28T17:07:49.103999837Z" + } + }, + "source": [ + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(ws_bathy, cmap=cmap)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((iss, iee))\n", + "axs[0].set_xlim((0, 30*2));\n", + "\n", + "for j in range(1, 14*2, 2):\n", + " axs[1].plot(range(iss, iee), ws_bathy[iss:iee, j], color=scalarMap.to_rgba(i))\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 14*2], color=scalarMap.to_rgba(14), linewidth=2)\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 0], color=scalarMap.to_rgba(0), linewidth=3)\n", + "\n", + "axs[1].invert_yaxis()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 18 + }, + { + "cell_type": "markdown", + "id": "ce650b3a-e184-4e8c-a8ca-315c33e1420e", + "metadata": {}, + "source": [ + "Unlike the North, the mouth profile is kind of jagged.\n", + "A. We'll take out the bank to the south by rearranging the profile and\n", + "B. We'll rearrange the depths in the centre, so that they are a simple up and down: i.e. make the two deep channels into one. At the same time, move the deepest point, one point to the south. This emphasizes the southern channel, which is the channel that continues into Juan de Fuca. We do this so there is no artifical sill in this channel which is not seen in the original bathymetry." + ] + }, + { + "cell_type": "code", + "id": "19ce6e4e-3350-4751-9f39-34ca7147bac3", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:49.875623363Z", + "start_time": "2026-01-28T17:07:49.760798463Z" + } + }, + "source": [ + "core = np.copy(ws_bathy[:, 0])\n", + "print (core[iss+43*2:iss+53*2])\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(iss+43*2, iss+53*2), ws_bathy[iss+43*2:iss+53*2, 0], '-*')\n", + "ax.invert_yaxis();" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 19 + }, + { + "cell_type": "code", + "id": "e2f512c2-55c9-445b-8d46-1414f3694059", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:49.996245533Z", + "start_time": "2026-01-28T17:07:49.898946013Z" + } + }, + "source": [ + "# A. remove bank\n", + "core[809] = ws_bathy[816, 0]\n", + "core[810] = ws_bathy[809, 0]\n", + "core[811] = ws_bathy[815, 0]\n", + "core[812] = ws_bathy[810, 0]\n", + "core[813] = ws_bathy[817, 0]\n", + "core[814] = ws_bathy[811, 0]\n", + "core[815] = ws_bathy[818, 0]\n", + "core[816] = ws_bathy[812, 0]\n", + "core[817] = ws_bathy[814, 0]\n", + "core[818] = ws_bathy[819, 0]\n", + "core[819] = ws_bathy[813, 0]\n", + "print (core[iss+43*2:iss+53*2])\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(iss+43*2, iss+53*2), core[iss+43*2:iss+53*2], '*-')\n", + "ax.plot(np.arange(iss+43*2, iss+53*2), ws_bathy[iss+43*2:iss+53*2, 0], '-*')\n", + "ax.invert_yaxis();\n", + "ax.grid()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 20 + }, + { + "cell_type": "code", + "id": "2be166f8-7f6e-4c84-a923-e42eb443662a", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.139596036Z", + "start_time": "2026-01-28T17:07:50.015578172Z" + } + }, + "source": [ + "nis, nie = 402*2+20, 417*2+20\n", + "print (ws_bathy[nis:nie, 0].values)\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(nis, nie), ws_bathy[nis:nie, 0], '-*')\n", + "ax.invert_yaxis();\n", + "ax.grid();" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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G4vIBETLv3lO5c6CwKmwK0m4mcRAVIYTor8YuTgj5bA4A4Ej0evz5wyYAz2e6fXFiO2NEdxIaIMWiUDRvAiGEqMczMUHYNwthYW2F5MvXcHS96geshlAgAFQkNCiKxaHSEpMgk8nA4/FQ8DivQdwyI4QQbQx4awJa9+iKooIn+O3zL4xq+WdtUJHQgCgWh1ox9k3cejZL2Ontu5CfabxTihJCiLZcPdphyPS3AQAxS5YjNy2d44i4Q0VCA6O4RXZN9BcAoMug/hxGQwgh+sXMwhxvfPsF+GamuCb6Cxf3HuQ6JE5RkdBAXT/+D6SlpXBya4vmrVtxHQ4hhOiFEXM+QPPWrZD/KAt/fLmU63A4R0VCA1UkKUDSmfMAgK5DBnIcDSGEcK+9r7dydcft879CYb6Y44i4R0VCA6Zocug6eADHkRBCCLes7O0w9st5AIB/fv0dSXHnOY5IP1CR0ICVb3JwaPMS1+EQQghnXl8YDptmTZHx310cWPk91+HoDa2KhPDwcJw/fx5isRiZmZmIiYmBu7u7yjGbNm0CY0xli4uLUzlGIBAgKioKWVlZKCgoQGxsLFxcXGp/NkQrKk0OdDeBENJA9R45Ap0H+kFaWorfPvsC0uJirkPSG1oVCX5+foiOjoa3tzf8/f1hamoKkUgES0tLleMOHToER0dH5TZs2DCVx1euXImQkBCEhobC19cX1tbW2L9/f4OZC1ufXD1yDADQhYoEQkgD1MTVBSM/mw0AOLzmR6Ql0uyz5Wk1LXNAQIDK12+++SaysrLg6emJkydPKvcXFxcjMzNT7WvY2NhgypQpmDBhAo4dK/sDNX78eKSkpGDQoEEQiYx7RS19c+PvkypNDpl373EdEiGE1AsTPh9hSxbC3NISdy5ewd8//8Z1SHqnVms32NraAgByc3NV9vfv3x+ZmZnIy8vDiRMnMG/ePGRllU3Y4+npCYFAoFIMpKen4/r16/Dx8VFbJAgEApibmyu/FgqFKv9yTd/i0dbd85fg3tcbvQIDcOKnX+vkPQw9R/WBcqQZ5UgzylHVyuen3+QwvNStM4oKnmDvN5GwtrLiOLr6oc21wQNQ4wn8Y2NjYW9vj379+in3jRkzBgUFBbh//z5at26NxYsXw9TUFJ6enigpKcG4ceOwadMmWFhYqLzWkSNHkJycjGnTplV4n4ULF2LRokU1DZNokPA4C4fT7qCJeSNMcuvKdTiEEFJnMp4W4GTGA3jYNYMo7Q4YgKGubeFh14zr0OqdjY0NJBJJlcfU+E7CmjVr0KVLF/j6+qrs37Fjh/L/N27cwMWLF3H//n0MHz4cMTExlb4ej8erdMGhJUuWYPny5cqvhUIh0tLS4OLiovEE64O+xaMtC2srfHxgB3IAtO3SCVn3Huj8PQw9R/WBcqQZ5UgzylHVgj6ZhR4jh+N2xkNYCK1x/ejfWPS/wVyHVa8U10h11KhIiIqKQlBQEPr166fxjTIyMnD//n24ubkpvzY3N4ednR3y8vKUxzVv3hxnzpxR+xolJSUoKSmpsF8ikejVD4G+xVNdEokEt86ch4dfX7zc1wt342/U6XsZYo7qE+VIM8qRZpSj5+ydHGFlbwvGGNz7+QAALITWkOTk4p/fdsLU2gqP0zM4jlI/aT2cYPXq1Rg1ahQGDBiAe/fuaTy+cePGaNGiBdLTyxbIuHTpEkpKSuDv7688xtHREZ06daq0SCB1j0Y5EEKM1XxRDGb//jPm7NgMK3s75X5hk8aY/lM05osqv8vd0GlVJERHR2P8+PEICwuDRCKBg4MDHBwclP0LrKysEBERAW9vb7Rq1Qp+fn7Yt28fsrOzlU0NYrEYGzduRGRkJAYMGIBu3brh119/RXx8PI4ePar7MyTV8uIoB0IIMRZbwxdCJpUCKGvaLk8mlWJr+EIuwjIIWhUJ06dPh52dHU6cOIGMjAzlNnbsWACATCZD586dERsbi6SkJGzevBlJSUno06cPCgoKlK8ze/Zs7NmzBzt27MDp06dRWFiIwMBAyBvoet36gCZWIoQYq8sHRFgVNkXtY6vCpuDyARp6Xxmt+iS8WIG9qKioCEOHDtX4OsXFxZg5cyZmzpypzduTOnb1yDF4+PVFl8EDIFr3E9fhEEKIztg2Vx29IJfLaQK/aqAMESVqciCEGKu+40YDAIqePMFAp5eQnngb4qwcFOQ+5jgy/UZFAlEqkhTg1ulzAKjJgRBiPNr7eqN93z6QlUqx8Z1Z6NrEEevfnoGvhoQgPzOL6/D0GhUJRIVi+Wga5UAIMQZ8MzOM/LRsbYaTW3eozAMjKy3lKiyDQUUCUUFNDoQQY+I3cRyavdQS4qxsiNZt5Docg0NFAlFBTQ6EEGNh59Acg6ZOBgDsW74GxU8KuQ3IAFGRQCpQNDl0HTKQ40gIIaTmAufOgLllI9y9dBWX9x/hOhyDREUCqUDR5OD4chtqciCEGCQ3r57oNnQQ5DIZdn8TyXU4BouKBFIBNTkQQgyZiSkfIz+bAwA48/tupCf9x3FEhouKBKIWNTkQQgyVb9jrcGzbGpKcXBxa8yPX4Rg0KhKIWtTkQAgxRMKmTTDkvbcBAAdXfo8iSYGGZ5CqUJFA1KImB0KIIRox531YWFvh/rXruBB7gOtwDB4VCaRS1ORACDEkrXt0Rc/AAMjlcuz+JhKMMa5DMnhUJJBK3fj7JKQlJdTkQAjReyZ8PkZ9/hEA4NyuvUhNSOQ4IuNARQKpVJGkALdo+WhCiAHoMyYEzu3c8CQvH4ei1nEdjtGgIoFUiZocCCH6zrqxPYZ+8A4A4FDUD3iSl89xRMaDigRSJZUmh7atuQ6HEEIqGDZzGixtbJCSkIizu2K5DseoUJFAqkRNDoQQfdayswe8RgcBAGK+iQSTyzmOyLhQkUA0UjY5UJFACNEjPBMTjJo3FwBwfs9+3L92neOIjA8VCUSj8k0OM7dugKtHe65DIoQ0cK4e7fFxzFa06NgBT8USHFi5luuQjBIVCUSj8k0Orbp0hGfgUI4jIoQ0dN6vBSuHZh+OXo+CnMfcBmSkqEggVbJ3coSrRzs8uJ6g3Nc9wB8uHdzh6tEO9k6OHEZHCGlIFL+PXDq4Kz+syKRS3L92nX4f1RFTrgMg+m2+KEb5f8YYeDwerBvbY86Ozcr9H3Xuw0VohJAG5sXfR0DZJEofbv9JuZ9+H+kW3UkgVdoavhAyqRQAwOPxVP6VSaXYGr6Qs9gIIQ0L/T6qf1QkkCpdPiDCqrApah9bFTYFlw+I6jkiQkhDdfmACGf/UD8PAv0+qhtUJJBqkz8bf0yLphBCuNC8dSvlnAiK+RDkNC9CnaI+CUSjgtzHEGflIC8zE3YOzWHTrCkKxRIU5FJvYkJI/eDxeBiz6DOYmpmhtLgE6bf/w7nd++A1KhB2Dg70+6iOUJFANMrPzMJXQ0IgKy1F0Cez4DchFPFH/0Z+ZhbXoRFCGgifsaPQukdXFD15guWvT0JOShoA4OzOPeCbmUFWWspxhMaJmhtItSh+AG+dOgsAaNfXi8twCCENiJ2jA4Z9+B4A4ODK75UFggIVCHVHqyIhPDwc58+fh1gsRmZmJmJiYuDu7l7huPbt2yM2NhZ5eXkQi8WIi4tDixYtlI8LBAJERUUhKysLBQUFiI2NhYuLS+3PhtS5OxevoORpEewcmsPx5TZch0MIaQBGL/gYFlZWSL58DWd+3811OA2KVkWCn58foqOj4e3tDX9/f5iamkIkEsHS0lJ5TJs2bXDq1CkkJiaif//+6Nq1KxYvXoyioiLlMStXrkRISAhCQ0Ph6+sLa2tr7N+/HyYmdGND30lLSnDn4mUAQPu+3hxHQwgxdt2HDYZHv76QlpRgx6Il1HGaA6ymW9OmTRljjL3yyivKfdu2bWO//PJLpc+xsbFhxcXFbMyYMcp9Tk5OTCqVssGDB1frfYVCIWOMMaFQWOPYdbnpWzx1vfmGvc4i4+PYu+ujKEc63ChHlCPKkepmZWfLvjhxkEXGx7FBUydTfji4RmrVcdHW1hYAkJubC6Cs9+nw4cPx3Xff4fDhw+jevTuSk5OxZMkSxMaWjW319PSEQCCASPR8PGt6ejquX78OHx8flf0KAoEA5ubmyq+FQqHKv1zTt3jqWurVeABAmx5d0aR5M5Q8LdLwjIaXo5qgHGlGOdLMmHIUMm8urBvbI/NOMi7ujNXJORlTfmpKm3PnoaxaqJHY2FjY29ujX79+AAAHBwdkZGTgyZMnmD9/Po4fP46hQ4fim2++wauvvop//vkH48aNw6ZNm2BhYaHyWkeOHEFycjKmTZtW4X0WLlyIRYsW1TRMomOMMfyUdBX5pcUIbtkObW3suQ6JEGJkkiV5iLmfCB6A0Dad4GRpzXVIRsfGxgYSiaTKY2p8J2HNmjXo0qULfH19lfsUfQpiY2OxcuVKAMC1a9fg4+ODadOm4Z9//qn09Xg8XqVtTUuWLMHy5cuVXwuFQqSlpcHFxUXjCdYHfYunPgz76AP0Hh2EeSsicDByjcbjG2KOtEU50oxypJkx5Ehg2QjTf/0Rdo4OOLN9FxZGDdbZaxtDfmpLkYPqqFGREBUVhaCgIPTr10/ljbKzs1FaWoqEhASV42/evKksJjIyMmBubg47Ozvk5eUpj2nevDnOnDmj9v1KSkpQUlJSYb9EItGrb7K+xVOX4o+fRO/RQWjr5anVOTekHNUU5UgzypFmhpyjke+/DTtHB+SkPsTe5Wuq1aSpLUPOT33SejjB6tWrMWrUKAwYMAD37t1Teay0tBQXLlxAu3btVPa7u7vj/v37AIBLly6hpKQE/v7+yscdHR3RqVOnSosEon/+O38J0pISNHF1QdNWLTQ/gRBCqqFV107oO+41AMAfXy6tkwKBVJ9WdxKio6MRFhaG4OBgSCQSODg4AADy8/OVQxwjIiLw+++/459//lH2SQgMDET//v0BAGKxGBs3bkRkZCRycnKQm5uLZcuWIT4+HkePHtXt2ZE6U/L0Ke5evgZ3715o39cbp+6ncB0SIcTA8c3MMOaLz2FiYoILsQeQFHee65AItBg2UZlJkyapHPfmm2+ypKQkVlhYyK5cucKCgoJUHjc3N2dRUVEsOzubPXnyhO3du5e5uroa7BAWfYunvrb+k8JYZHwce3ttJOVIBxvliHLU0HM0+L0pLDI+ji36+wBrZGND+dGPa4T7gA39m6xv8dTX5vhyGxYZH8e+vfA3MzU3pxzVcqMcUY4aco4c2rZmSy//wyLj41jXIQMpP3pyjdAUh6TGMv67i7zMRzCzMEdbz25ch0MIMVA8ExOM/eJzmJqZ4frxf3DtyDGuQyLPUJFAaiXxZBwAoJ0vTdFMCNGOq0d7TNuwGiNmv49WXTuhqOAJdn+9jOuwSDlUJJBaSTxdtiokreNACNFWz6AAuHn1hO8bYwAA+5dH0xL0eqZW0zITcvvcRcikUji0eQn2zo54/DCD65AIIXrM3skRVva2YIyh29BBAABTM1OkJCQi5cZN2Ds54nE6/R7RF1QkkFopkhTg/rXraOPZDe379kHczhiuQyKE6LH5oue/IxSz7DLG0MKjPWb/vgkA8FHnPpzERiqi5gZSa4mnnjU5+HpxHAkhRN9tDV8ImVQKoGw6/vL/yqRSbA1fyFlspCIqEkitJZ4u67z4sldP8E3p5hQhpHKXD4iwKmyK2sdWhU3B5QMVVwIm3KEigdTaw8TbkOTkwsLKCi9178J1OKSeKHqmu3q05zoUYuDkcjnXIZBKUJFAao0xhlunzwEA2tNQSINSmz/0ip7pnoFD6yAyYsxMTPjK/ghH1m5AakIixFk5KMh9zHFk5EV0b5joROKpOPQMCkD7vt44sGIt1+GQair/hz41IbHS43g8Hqzs7eDSoR2atWoBq8Z26D1yBACge4A/Lu49CB6PhyeP86lnOtGo46uvgMfj4b/zlyD6fiNE328E38wMstJSrkMjL6AigehEUtx5yOVyOLdzg03zZhA/orHO+krdEDTPEUPxKPk+rOztYd7IHGYWFrBt3gw2zZvCplnZZmpmpvb1rBvbY86OzcqvqWc6qYqJKR9eowIBAGd2PB/pQAWCfqIigejEk7x8pFy/iVZdOqK9jxfO79nPdUikEuqGoFnZ2eK1BZ9U+Ty5XI6iJ0/QyNpa2RsdUO2Zvn3+4jqImBiTTgP8YNOsKcRZ2bh+7ATX4RANqEggOnPr9Fm06tIR7Xy9qUjQY1vDFyL0q/+Bb8pX+WMPAEwux90r15B86RrEWdnIf5QNcVYWxI+yIc7JgVwqg0sHd5U7BwqrwqYg7WZSfZ0GMVB9x44CAJzbvU85FJLoLyoSiM7cPBWHwe9NgXufXjDh8yGXybgOiaiRl5mF0uJi8E0tKzy2IvTNav+hl8vlMDF53ve5XZ/eVCSQKjVv3Qov9/aEXCbD2Z17uA6HVAONbiA6k3L9JgrzxbC0sUHLzh25Doeo0XlQf0xdtwIWVmUFgmLomTZD0ApyH0OclYPUhETs/HIpxFnZAAD/aVPg6tFO90ETo+Hz7C5CwolTyMt8xHE0pDqoSCA6w+Ry3DpDQyH1VZ8xIZgY+TXMzM1x82QcxNnP/9BrMwQtPzMLXw0JwapxU3B25x58OSgYiafiIGhkgTdXLYWwSeN6OBtiaASNLNAzaBgA4PT23RxHQ6qLmhuITt06fRbdA/zRrq8XDq/5ketwyDNDpr+Nwe+VzXJ3ZkcMdn+9DCZ8vrJH+dmde7Qaglb+OCaXY8vHCzBz6wY4tHkJk1d9i+/f+gDSkhLdnwgxWN2HDUYjoTWyH6Ti9tkLXIdDqonuJBCdSnw2qVLLTh6wbmzPcTTEhM/Ha//7VFkgHIlej12LvwOTyysUBLUZglZU8AQ/zfgYhflivNS1M177X9UjJUjD03fsaADAmd93K0fVEP1HRQLRKUl2jrLzmrtPb46jadhMzc0xMfJr9Hl9JOQyGf748juI1v1UZ++X/SAVv8ydD5lUil7Bw+E3cVydvRcxLC27dIRLB3eUFhfjQuwBrsMhWqAigehc4ulnq0L2pX4JXLEQWmPqDyvQeaAfSouL8ctH8+plGe/bZy9gb0QUAGDEnPepbwoBAPiMKeuwePXwURTmizmOhmiDigSic4oioZ2PV4Vx+KTu2TRvhg82r0Nbz+54KinAj9NmI74eJ6059dtOnP0jFiZ8PsZ/txjNW7eqt/cm+sfS1gbdhg4EUNbUQAwLFQlE5+5d/RdFBU9g3dieVgisB+UXaWreuhVmbPkBTm5tkf8oC9GTp+HuxSv1HtPur5fh7qWraCS0xltR36GRjbDeYyD6offIETAzN0dKQiIexCdwHQ7REhUJROfkUhmSnvVebke3m+ucYpGm/m++gQ82r0NjZyc8Sr6P1ROmIj3pDicxyaRSbJ7zOXIfpqPZSy0xIWIxTPh8TmIh3OHxeOgzJgQAEEd3EQwSFQmkTtyifgl1yt7JEa4e7eDSwV25SFO3IQNhZW+H9Nt3seWT/+HxQ25XYyzIfYxNMz9FceFTtPPxQuBHMziNh9Q/9z690bSlK56KJbhy6E+uwyE1QEUCqROJp8qKhFZdOqKRjQ3H0Rif+aIYzP79Z8zZsVk51FTR/8PJrQ0+2llxbQUuPLx1G9vmfQkA6DdhLHqHBKo0jxDj5hNa1mHxwt6DKHlaxHE0pCaoSCB1Ii8jExn/3YUJnw/3Pr24DsfobA1fqFwc58XOoTKpFFvDF3IRllrxR//Gkej1AIDRCz7GgCkT4ObVE56BQzmOjNQlO0cHePTrCwCI21H3I2tI3aAigdQZGgpZdy4fEGHnom/VPrYqbAouHxDVc0RVu7j3EJLiLsDUzAydB/UHAHQP8IdLB3e4erSDvZMjtwESnfN+PRgmfD5un7uIR8n3uQ6H1BBNy0zqzK3TZ9F/Uhja9fXCwQiuozEuTu5tERz+IQCAMQYej1dhVUZ9Mu/I805rihitG9urLDn9Uec+9R4XqRt8U1N4jQoCUDYNODFcWv1GCQ8Px/nz5yEWi5GZmYmYmBi4u7urHMMYU7vNnTtXeYxAIEBUVBSysrJQUFCA2NhYuLi46OaMiN64e+kaigufwrZ5Mzi83IbrcIxGY1dnTF23Eo2srSEtLUVqwi2tF2mqb+WbRxQUzST61jxCaq/zQD/YNG0CcVY2rv9Vf3N0EN3T6k6Cn58foqOjceHCBZiamuLrr7+GSCSCh4cHCgsLAQCOjqq3DQMCArBx40bs2rVLuW/lypUIDAxEaGgocnJyEBkZif3798PT01OrJWuJfpOWlODOhcvw8OuLl717ch2OURA2aYx3f1wFm2ZN8TDpP/wwdRYKcnIBaL9IU326fECEzLv3VO4cKKwKm6KcypsYhz7PloQ+u2sv5FIZx9GQ2tCqSAgICFD5+s0330RWVhY8PT1x8uRJAEBmZqbKMcHBwTh+/DiSk5MBADY2NpgyZQomTJiAY8eOAQDGjx+PlJQUDBo0CCKRfrWlktpJPH22rEjwoiKhtsqmWl6Jpi1ckZOahh/f/VBZICjoY4HwIn1uFiG159C2NV7u1QMyqRRn/9jDdTiklmr1k2prawsAyM3NVft48+bNMXz4cGzcuFG5z9PTEwKBQKUYSE9Px/Xr1+Hj41ObcIgeUgyFbNm1E36/ewPO7d04jsgwmVmYY8rqCDi3c4M4Owc/vDMLkuwcrsPSSkHuY4izcpCakIiHt/4DABQXPtXL5hFScz7PJk9KOHEa+ZlZHEdDaqtWHReXL1+OkydP4saNG2ofnzRpEiQSCXbvft5pydHREcXFxcjLy1M5NjMzs0JThYJAIIC5ubnya6FQqPIv1/QtHn1SkpePnJQ0NGnhgrRCCXoGDsPDxNtch6WXKruOTPh8hH67EG08u6FIUoCtsz9HSb7Y4K43eWERVr02EbLSUrj7eCFs2WLISkpgIpVV+1zoZ00zLnMkaGSBnkHDAABX9h7Sy+8TXUPanXuNi4Q1a9agS5cu8PX1rfSYt956C1u3bkVxcbHG1+PxeJWuMf7ZZ59h0aJFFfanpaVVO976oG/xcE1cUoynslJcyHqIJHHZ3aa+rwUjcm44AIZGfDPYCMyrfpEGqPx1xBjD4dQ7uJmfDVOeCSZ16Y3Pr1zjMDrdkDOGDbeuAHa2OPPfLbS3a6rV8+lnTTMucvRvbiaOPkyGncACV44e1+sF3ugaqh4eAPV/masQFRWFkSNHol+/frh3757aY3x9fXHy5El07doV//77r3L/q6++ir/++gv29vYqdxOuXr2KPXv2qC0G1N1JSEtLg4uLCyQSibbh65y+xaMvFp2p2L9EMVxPeYzP4PoMSa+pu46GfvgevMeEQCaVYvunC3E77gLHUepO/ykT0H/KBCRfuorNMz6p1nPoZ00zLnP07s9r4eT+Mo5E/YC47bs0P4EDdA09z4GNjY3GHGh9J2H16tUICQlB//79Ky0QAGDKlCm4ePGiSoEAAJcuXUJJSQn8/f2xc+dOAGVNEJ06dcInn6j/RVFSUoKSkpIK+yUSiV59k/UtHq5tDV+I0K8WgG/6/DIrP+xt+/zFlC81FNfRoKmT4f2sfXf7/MW4LPqL48h06+S2P9Bvchhae3aDRRN7ZN17UO3n0s+aZvWdo1ZdO8HJ/WWUFhXj5O+78VTPvz90DVWPVh0Xo6OjMX78eISFhUEikcDBwQEODg6wsLBQOU4oFOL111/Hhg0bKryGWCzGxo0bERkZiQEDBqBbt2749ddfER8fj6NHj9bubIheuXxAhFVhU9Q+po+zAuqTPmNCEDDjXQBAzJLlRpmrvMxHuHkyDgDgPTqY42hIbfmMKRv2eOXwn3gqFnMcDdEVrYqE6dOnw87ODidOnEBGRoZyGzt2rMpxoaGh4PF42LZtm9rXmT17Nvbs2YMdO3bg9OnTKCwsRGBgIM2RYMTYs+9tZf1OCODc3g07kxPgOyEUo+aVTT4m+n4jTv22k+PI6s7ZP2IBAL2Ch4FvZsZxNKSm3Lx6oseIIQCAM7/TDIvGRKsigcfjqd02b1adIGX9+vWwsrKCuJJqsri4GDNnzkTTpk1hZWWFoKAgpKam1vwsiN5SDHt7mHgbQjMBeDweip48oWFvanQN8EfKEzEGTJ0EExMTnN6+C0fWVrwbZ0wST8UhLyMTVvZ26PJsTQdieAZPfxsmJiaQ5OQi5XoC1+EQHaK1G0idys/MwldDQmBpYYHT9/7Dnw/vlhUOj7K5Dk0v2Ds5wsreFowxdBkyEEDZkMfEU3E4H7Mf9k6OeJyewXGUdUcuk+Hc7n0YMv1teL8WjCuH/uQ6JFJNimsXAF7q2gkAYGZuDpcO7uDxeHjyON+or92GgooEUudkpaWAhQXa2zXBvqR4NG3hCjfvnkgyop76NTVf9PzWrKIphjGG9r590N63bMEjY1/46PzuffB/90283NsTTVu1QPb9FK5DItVQ/tpVMLeypEW7jAzNjUrqjZkJH/8eKZuK2/u1kdwGowcEjSxw5aBIWRwoRn40tIWPyndg7EPXhcHYGr4QcpnqugwN7dptCKhIIPXq0p4DAIBOr/aDsEljjqPhhqCRBfpPfgOfH9qF7sMGVzrhTEMaAUIdGA1PasItlDwtUvtYQ7p2jR0VCaReZd5Jxr1r8eCbmaJ3SCDX4dQrMwtz+E0ch88P7ULgRx9A2KQxsh+k4nD0egBQju5piKN8Ek/FIS/zEazs7dB5oB/X4RANLG1tMGXNMlhYWwFo2NeusaMigdS7szv3AAC8Rgfp9bStNeHq0R7TNqyGq0d75T4zC3P0mxiKeYd3I+jjmWXFQUoqts9fjKVBoTgfsw/irBykJ97GIOfWSE+8DXFWToMaASKXyXBu114AQJ/XR3IbDKkS39QUk1YsQdOWrnicngFJTi5SExKx88ulSE1IbHDXrrGjjouk3l09cgzBn3yIJq7OcPfxwq3TZ7kOSWd6BgXAzasnPAOHIuNOMnzGhODVt8bDpmkTAEBOahqO/vAzLu4/BLm0rD23/AiQSLEY69+egcKiIoNY9lmXzsfspw6MBmD0/I/xcq8eKCp4gvXvzUH2g1TltXp25x7wzcwa3LVrzKhIIPWutKgYF/cdwitvjEGf10cafJFQfhhjt6GDAAC9QwLRY/hgWNvbAwByUh/i6I8/4+K+g8rioDzFCBCVrxuYvIxMJJ46Cw+/vvAeHYz9y9dwHRJ5gd/EcfAaHQS5TIYtH89H5p3kCsc0xGvXmFFzA+FE3LMmBw+/vrBppt0KgPpmvigGs3//GXN2bIZ147KiwMLKUlkgAMDSwLE4H7NPbYFAnlNcF9SBseYUM3c6t3fT6et6+PlixEcfAAD2RkQh8ZRhF/ekeqhIIJzIvJOM5MvXwDc1Re9RhtuB0dzKEnE794DJVYcxKiiGgsmkUi7CMziKDozWje2pA2MNKWbu7PLsrpYuOLm3xRtLF8HExARndsTg5NYdOnttot+oSCCcUXxq9B4dBJ6J4VyKJnw+2vX1xhtLv8Ci4wfQ5/WR4JnQMEZdkMtkOL97HwDA+zVa9Km67J0c4erRDi4d3NHxWXHVaVB/uHRwh6tHO9g7Odb4ta2b2OOt1RGwsLLC7bMXEbMkUldhEwNAfRIIZ679eRwjw2fD3skR7ft64+bJM1yHpOTq0R4j5ryP/cujkZqQCABwbucGz8Ch6DF8iLIjIgBk3r2HpLgLeOWN1yGXy2FiYqL8l2jv3O59GDR1Mty8elIHxmpSN3Onlb1drWc/NBUI8ObKpWjs7ISsew+w+aN51GTWwFCRQDgjLS7Ghb0H4TchFH1eH6lXRYJilILPmBA8uvcAnoFD4ez+svLxgtzHuHLoT1zadxgpN27C1qEZug4egLzMTJzbvQ9eowJh5+BAQ8FqgDowau/EL9vRb8JY5aJ7gOrsh9vnL67R64798nO81K0zCvPF2PDBXFoCugGiIoFw6uzOPfCbEIoO/Xxg59AceZmPOIul/CiFnkHDAAC9RwUqf9lKS0pw4+9TuLj3EBJPx6l8olIMY6ShYLoRt3MPPPz6olfwMBxa/QPlsRItO3sgaO5MtO7RtdJjeDwePPx8kX77LtKT/qv2aw+aOhk9hg+BrFSKzXM+pzs6DRQVCYRTj5Lv487FK2jbszt6jwqE6PuNnMWibsGa8h0RTQUC/PLRvEqf/+IfMvrDVnOKDox2Ds3ReaAfrh4+ynVIeqWxqzOGzZyG7gH+AICSp0W4fFAE79FByqYuJpeDZ2ICEz4f3QP80T3AHwknTuPY+s24dy2+ytfvMngAAma8CwDYvSQS/52/VOfnRPQTNZoSzsWVm4HRhM/nLI6qRiHQgjX1izowqtfIxgaBc2fg073b0T3AH3K5HOdj9mPJiDEQfb9BZebOh89m7lz3zkxcPiiCXCaDh19fzPj1R7z3UzTc+/RWeW3FbKGeI4Zi3FcLAAD/bPldOUMqaZh4ABjXQWhLKBRCLBbDxsYGEomE63D0Lh59VFWO+GZmWHhsL6zs7fDTjI9x4+9TnMTIMzHBRzs3w6lc3wOF5WMmIe1mUp2+P11HquwcHTDv8C6Y8PlYMmIMsu+nNJgcvdhxlm9mhr7jRsN/6puwtLUBANw6cw77IteoNCHwzcxgaWGhzFH5mTubtHDFq2+9gV7Bw2H6bA6KlBs3cWz9Zlz/6x8Ef/ohXnljDIoLC2FuaYmbJ89g4wcfgxnZegwN5RqqijY5oDsJhHOy0lJciD0IAPDmcN5+v4njlAUCLVjDPUUHRgDwHt2w7iaUn96765CB+HTvNgR/PAuWtjZIv30HP777IX5898MKfQyqavLKSUnFH18sxTcBo3Hil20oLnyKFh07YPLKb/HZwT/QK3g4AMDc0hJZD1JwbMMvsHNoXvcnS/QaFQlEL8T9sQcA0N63T63GdNdU89atMPSDdwAATyUFtGCNnjj77Lqo7QyM6hbe0jfl5zpQTO/dd+xoTFz2FZq4ukCcnYPf//cNIl+biFtnztX4ffIzs7A3IgpfDwlR7mvi6qxc0ZExhmYtW+CDzevU9tMhDQt1XCR6Ift+Cm6fuwg3r57wGh2Ew2t+rLf35pmYIHTxfJiZm+PmyTPYNCucRinoiZsny3VgHNAPd86cr9HrlP9krpj3Qt+om+uAb/b8V7RN0yY4H7NPZ+/3JC8fW8MXIvSrBeCbPn8fXQydJMaD7iQQvaHoINU7ZARMTOuvA2P/SePQqmsnPBVLsPOLb2mUgh5R6cCoZVOUuk/m3QP8dTILYV0o33G2sum9de3yARFWhU1R+xjNFkoAupNA9Ej8sROQ5OTCtnkzePTzxfW/TtT5ezZv3QpD3i9rZoiNWIX8zKw6f0+infIzMDZp4VLt56n7ZG7d2L7WsxDWlSuHjqLHiKHo4FsxplVhU+q84yzNFkrUoSuB6A2ZVIoLsQcAAH3qoQOjCZ+P0K8WKJsZLuw5UOfvSbRXvgNjv0lhla5waGZhDjevnhjy/juYvmktpOXuAKmbhVCfhrTyeDyMWfSZskBg9dhxtiD3McRZOdQPh6hFdxKIXjn7x14MeGsC3H16o7GLE3LT0uvsvfwmjUOrLh2VzQxEf539o2wGRo8B/ZQrHCZfv4mXunVG21490LZnd7To1EE5tE9BkvsYwsb2FV7vzx826dWt9JDPP0LvkBGQy2QoelKI7Acp9Ta9N80WSqpCRQLRKzkpqUiKOw/3Pr3hNToYh6LW1cn7OLR5CUOpmcEg2Ds5QpydC0lOLoRNGgMAeo0KRK9RgSod7oCyuw7/XbiMuxev4M7FKzC3ssScHZufz0LIGHg8Hoa+/w6kxcU4vmkrF6ekInDuDPQNHQ25XI5t877ENdHxev+DTf1wSGWoSCB6J27nHrj36Y3eISNwZO16na86Z8LnY+zi+TAVCJDwz2lqZtBz6obhvVgcbF/wFe5cvILc1Icq+20dmkGclaOy8JZDm9Ywt2yEEXM+gLBZU+yLiFL2WahvQ2dMRf9JYQCAnYu+VXt3g/5gEy5RkUD0zvXj/0CcnQObpk3Q6dV++PfP4zp9fdVmhqU6fW2ie+qG6SkohulV1nRQ2a30vuNGI/jjWfCbEAphk8bYPm9xpVNy15VBUyfDf+qbAIDdXy/T6fBGQnSFOi4SvSOXynA+Zj8A3XdgVGlm+G4lxI+omUHf1XaYnrpb6f/8sr1syGGpFD2GDcbbayNhbmmps5g18Zs4TrmA0t6IKJzevqve3psQbWhVJISHh+P8+fMQi8XIzMxETEwM3N3dVY6xsrLC6tWrkZKSgsLCQiQkJGDatGkqxwgEAkRFRSErKwsFBQWIjY2Fi0v1hzYR43duVyzkcjnc+/RGxwH9dDJbnmI0g6lAgIQTp5VTQRPDocvpsi8fEGHD+x+huLAQ7n16471N0bBuUrGTo671DR2NoI9nAgAOrf4BJ37ZVufvSUhNaVUk+Pn5ITo6Gt7e3vD394epqSlEIhEsy1XgK1aswNChQzF+/Hh06NABK1aswOrVqxEUFKQ8ZuXKlQgJCUFoaCh8fX1hbW2N/fv309hcopSblo6kZ7Pr+U99UzlbXm30nxyGlp09ypoZvqRmBkOiGKanWOEw/dkKh7Xt9Z8Udx7fv/UBJDm5aOHRHjN++RFNXOvuA0vvkECMmjcXAHD0x59x9Mef6+y9CNEVVtOtadOmjDHGXnnlFeW++Ph4Nn/+fJXjLl68yL788ksGgNnY2LDi4mI2ZswY5eNOTk5MKpWywYMHV+t9hUIhY4wxoVBY49h1uelbPPq4aZsjeydH5jcxjEXGx7GIa6dZZHwcW/T3AebSwZ25erRj9k6OWr2/Q9vWbOmlEywyPo71Ch7GeT7oOtJ+45uZqeSIb2ams9du2tKVfX7oD5XrTNfx9xg+WHktB308s87yRNcR5UeXOajVR3dbW1sAQG5urnLfqVOnEBQUBGdnZwBA//794e7ujiNHjgAAPD09IRAIIBI9b0dMT0/H9evX4ePjU5twiBGZL4pB0MczAEB5h0kxW97s33/WauEZEz4foYrRDNTMYLDqcphe9oNUrB4/FWk3kyBs0hjTN62Fm1dPADVfHKr88zoP6o/QrxbAxMQEp7fvwt6IKJ3FTkhdqtXohuXLl+PkyZO4ceOGct/MmTOxfv16pKWlobS0FHK5HG+//TZOnz4NAHB0dERxcTHy8vJUXiszMxOOjurnUhcIBDA3N1d+LRQKVf7lmr7Fo4+0zdGuRd9i5Py5aheeYXI5Lu45CIcWrijMy9f4Wr4TxqJlZw8USQpwKHKN3n6f6DrSrE5zVFKKX2Z8gtCli9Dasxve+X45YhZHoEVnD7h59USf0UE4nJJW7ZfzeS0Ybl49MeyDqXi5Ty/wTU1xZf9hHF39Y51+j+k6qhrlR7tz56HsloLW1qxZg+HDh8PX1xdpac9/cD766CO88847mDt3Lu7fv49+/fphyZIlCAkJwbFjxzBu3Dhs2rQJFhYWKq8nEolw584dvPfeexXea+HChVi0aFFNwiQGLPPpE2y9E1/lMY6NrNBaaI82Qjs0t7BSWRgn42kB/nqYjEdPn0AOYIhLW3S0b1bHURNDJ5XLse/BLSQXlBWgZiYmKJXL0YhvilEvdQDA0IhvBhuBeYXnikuK8VRWCoCH3fdu4qns+bDKVta2GOjUGnbmFhWeRwgXbGxsIJFIqjymRkVCVFQURo4ciX79+uHevXvK/RYWFsjPz0dISAgOHnx+S3f9+vVwdXVFQEAAXn31Vfz111+wt7dXuZtw9epV7NmzR20xoO5OQlpaGlxcXDSeYH3Qt3j0UU1y5OT+Mt79eW2FhWcu7z0Ep/ZucHJ/WeV4SXYObsddwO0z53DnwmUMnPYWvF4LBgAknT6L3z7+n87PS5foOtKsvnK06EzFYZWK2RoV7py/pNz/7D942btXpccrX9tnsI6jVUXXUdUoP89zUJ0iQevmhtWrVyMkJAT9+/dXKRAAwMzMDAKBoMLwJJlMpmxXvnTpEkpKSuDv74+dO3cCKGuC6NSpEz755BO171lSUoKSkpIK+yUSiV59k/UtHn2kTY5MUlMrzJZn5+CA/VHfIz8zCzbNm6GDrzc69OsL9z69IGzaBD0Ch6JH4FBIS0tVmieO/7Idti2c8eRxPh6nZ9TlKdYaXUea1XWO1E3g9OIf/La9Pat8DXXLPW+fv7jevrd0HVWN8lM9WhUJ0dHRCAsLQ3BwMCQSCRwcHAAA+fn5KCoqgkQiwd9//42IiAg8ffoU9+/fh5+fHyZOnIg5c+YAAMRiMTZu3IjIyEjk5OQgNzcXy5YtQ3x8PI4ePar7MyQGS9PCM+JHWTi3ex/O7d4HvpkZ2vbshnd/LOsQprLQD4+Hd39YqfxSn5YHJvrp8gERMu/eU1lWWuFg1Do8fpgOKFaWBO/5/3k82Ds7KifsKq8+lnsmRNe0KhKmT58OADhx4oTK/smTJ2Pz5rIfptDQUCxZsgRbt25F48aNcf/+fcybNw/r1j1fqGf27NmQSqXYsWMHGjVqhGPHjmHy5Mn1siwqMSzV7dEuKy1FUtyFKj8BKj7JEaKNF5u7Ek/FVfnH3qWDO4a+/06F5xFiiLQqEtS1r70oMzMTb731VpXHFBcXY+bMmZg5c6Y2b0+IRlV9AqRPckQbigmcXmzu0jSBU02fR4g+ogWeiNGiT3KkNjQ1d+n6eYToIyoSiNGhT3JEV2o6gVNdTvxESH2iIoEYHfokRwghukH3YIlRok9yhBBSe1QkEEIIIUQtg25u0Je5t2kucM0oR5pRjjSjHGlGOaoa5aee1m7gkrOzs8p6EYQQQgjRjouLCx4+fFjlMQZZJABlhYK+TKlJc4FrRjnSjHKkGeVIM8pR1Sg/ZYRCocYCATDg5obqnFx9o7nANaMcaUY50oxypBnlqGoNPT/VXkOnjuMghBBCiIGiIoEQQgghalGRoAPFxcVYtGgRiouLuQ5Fb1GONKMcaUY50oxyVDXKj3YMtuMiIYQQQuoW3UkghBBCiFpUJBBCCCFELSoSCCGEEKIWFQmEEEIIUYuKhErw+XwsXrwYd+/eRWFhIe7cuYMFCxaAx+MBAExNTfHtt9/i33//RUFBAdLS0rB582Y4OTmpvM7x48fBGFPZtm3bxsUp6ZymHAHAwoULcfPmTRQUFCA3Nxd//vknevfurfI6AoEAUVFRyMrKQkFBAWJjY+Hi4lLfp1MndJUjY72OqpOf8tatWwfGGGbNmqWyv6FfQ+VVliNjvYaA6uVo06ZNFc4/Li5O5XWM+TqqDUZbxe3zzz9nWVlZbNiwYaxVq1Zs9OjRTCwWs5kzZzIAzMbGholEIvb6668zd3d35uXlxeLi4tiFCxdUXuf48ePshx9+YA4ODsrNxsaG8/OrjxwBYOPGjWMDBw5krVu3Zh4eHmz9+vUsLy+PNW3aVHnM2rVrWUpKChs4cCDr1q0bO3bsGLty5QozMTHh/Bz1JUfGeh1VJz+KLTg4mF25coWlpqayWbNmqTzW0K+h6uTIWK+h6uZo06ZN7ODBgyrnb29v32Cuo1psnAegl9u+ffvYhg0bVPb98ccf7Jdffqn0OT179mSMMdaiRQvlvuPHj7MVK1Zwfj76kiOhUMgYY2zAgAEMKCu2iouL2ZgxY5THODk5MalUygYPHsz5OepDjoz5OqpufpydnVlKSgrz8PBgycnJKn8A6RrSnCNjvoaqm6NNmzaxmJiYSl/D2K+jmm7U3FCJU6dOYeDAgXBzcwMAdOnSBb6+vjh48GClz7G1tYVcLkdeXp7K/jfeeANZWVm4fv06IiIiYG1tXZeh1xttc2RmZoapU6ciLy8P165dAwB4enpCIBBAJBIpj0tPT8f169fh4+NT9ydRx3SRIwVjvI6qkx8ej4ctW7YgIiICCQkJFV6DriHNOVIwxmsIqP7PWf/+/ZGZmYlbt27hxx9/RLNmzZSPGft1VBucVyr6un3zzTdMJpOxkpISJpPJWHh4eKXHmpubswsXLrAtW7ao7H/77bfZwIEDWceOHdnYsWPZ3bt3mUgk4vzc6jNHw4cPZxKJhMlkMpaamsp69uypfGzcuHGsqKiownOOHDnC1q1bx/n56UOOjP060pSf8PBwduTIEeXXL35KpmtIc46M/RqqTo7GjBnDhg0bxjp27MhGjBjBrly5wuLj45lAIGgw11ENN84D0Mtt7Nix7MGDB2zs2LGsU6dObPz48Sw7O5tNnDixwrGmpqYsJiaGXbp0iQmFwipft0ePHowxxrp37875OdZXjiwtLVnbtm2Zl5cX27BhA7t79y5r1qwZAyr/wRSJROz777/n/Bz1IUfGfB1pyk+PHj1Yeno6c3JyUj6nukVCQ7mGqpMjY76GqpMjdZujoyMrLi5mISEhDeI6qsXGeQB6uT148IBNnz5dZd+8efPYzZs3VfaZmpqy3bt3s6tXr7LGjRtX67VfbPcy1K26OXpxS0pKUlb5r776KmOMMTs7O5Vjrl69yhYtWsT5OepDjoz5OtKUn1mzZjGZTMZKS0uVG2OMSaVSlpycTNdQNXNkzNdQdXJU2ZaUlMQ++eSTBnEd1XSjPgmVsLS0hFwuV9knk8lgYvI8ZaamptixYwfc3NwwaNAg5Obmanzdjh07QiAQID09Xecx17fq5EgdHo8Hc3NzAMClS5dQUlICf39/5eOOjo7o1KkTzpw5o/ug65kucqSOsVxHmvKzZcsWdOnSBd26dVNuaWlpiIiIwJAhQwDQNVSdHKljLNcQULOfs8aNG6NFixbK8zf266g2OK9U9HHbtGkTS0lJUQ6pGTlyJHv06BH79ttvGQDG5/PZnj172IMHD1iXLl1UhtWYmZkxAKxNmzZswYIFzNPTk7Vq1YoFBASwhIQEdunSJaMYUqMpR5aWluzrr79mXl5erGXLlqx79+5s/fr17OnTp8zDw0P5OmvXrmUPHjxgAwYMYN26dWNHjx41mmFHusiRMV9HmvKjblN3K70hX0PVyZExX0PVyZGVlRWLiIhg3t7erFWrVszPz4+dPn2apaSkMGtr6wZxHdVi4zwAvdysra3ZihUr2L1791hhYSH777//2OLFi5UFQKtWrVhl/Pz8GADm6urK/v77b5adnc2KiorY7du32cqVKyuMzTXUTVOOzM3N2a5du1hqaiorKipiaWlpbM+ePRU65Zmbm7OoqCiWnZ3Nnjx5wvbu3ctcXV05Pz99yZExX0ea8qNuU1ckNORrqDo5MuZrqDo5srCwYIcPH2aZmZmsuLiY3bt3j23atKnCNWLM11FNN1oqmhBCCCFqUZ8EQgghhKhFRQIhhBBC1KIigRBCCCFqUZFACCGEELWoSCCEEEKIWlQkEEIIIUQtKhIIIYQQohYVCYQQQghRi4oEQgghhKhFRQIhhBBC1KIigRBCCCFqUZFACCGEELX+D/ShhKZCY+hPAAAAAElFTkSuQmCC" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 21 + }, + { + "cell_type": "code", + "id": "338f3ff9-bd17-4c4c-ab73-6818763e9d25", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.264639968Z", + "start_time": "2026-01-28T17:07:50.159890556Z" + } + }, + "source": [ + "# B. Fix central channel\n", + "core[831] = ws_bathy[832, 0] #280.97\n", + "core[832] = ws_bathy[843, 0] #280.666\n", + "core[833] = ws_bathy[842, 0] #280.658\n", + "core[834] = ws_bathy[831, 0] #279.88\n", + "core[835] = ws_bathy[840, 0] #278.21\n", + "core[836] = ws_bathy[841, 0] #277.3\n", + "core[837] = ws_bathy[844, 0] #276.8\n", + "core[838] = ws_bathy[846, 0] #276.5\n", + "core[839] = ws_bathy[833, 0] #275.4\n", + "core[840] = ws_bathy[845, 0] #274.7\n", + "core[841] = ws_bathy[834, 0] #274.0\n", + "core[842] = ws_bathy[835, 0] #272.2\n", + "core[843] = ws_bathy[847, 0] #272.1\n", + "core[844] = ws_bathy[839, 0] #268.9\n", + "core[845] = ws_bathy[836, 0] #268.1\n", + "core[846] = ws_bathy[837, 0] #264.7\n", + "core[847] = ws_bathy[838, 0] #264.4\n", + "print (core[nis:nie])\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(nis, nie), core[nis:nie], '*-')\n", + "ax.plot(np.arange(nis, nie), ws_bathy[nis:nie, 0], '-*')\n", + "ax.invert_yaxis();\n", + "ax.grid()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 22 + }, + { + "cell_type": "code", + "id": "c9001a53-3bbe-4231-9102-459e97b3e647", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.370364417Z", + "start_time": "2026-01-28T17:07:50.274634186Z" + } + }, + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(iss+70, iss+80), core[iss+70:iss+80], '*-')\n", + "ax.invert_yaxis();\n", + "ax.grid()\n", + "# Non-zero starts at 798" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 23 + }, + { + "cell_type": "code", + "id": "02d0fc02-5efb-4806-9932-550b88327ce8", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.443355273Z", + "start_time": "2026-01-28T17:07:50.371972084Z" + } + }, + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 2.5))\n", + "ax.plot(np.arange(iee-15, iee-5), core[iee-15:iee-5], '*-')\n", + "ax.invert_yaxis();\n", + "ax.grid()\n", + "# Non-zero starts at 949" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 24 + }, + { + "cell_type": "code", + "id": "c383fbc0-007b-4f91-a19d-6e3d56505e32", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.521496005Z", + "start_time": "2026-01-28T17:07:50.464902584Z" + } + }, + "source": [ + "nosmooth = core.copy()" + ], + "outputs": [], + "execution_count": 25 + }, + { + "cell_type": "code", + "id": "d9958362-c061-40e9-a22c-106358df68a0", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.594976416Z", + "start_time": "2026-01-28T17:07:50.526834442Z" + } + }, + "source": [ + "# smooth the west profile, twice\n", + "newcore = core\n", + "for i in range(iss, iee):\n", + " newcore[i] = 0.25*core[i-1] + 0.5*core[i] + 0.25*core[i+1]\n", + "core[:] = newcore\n", + "for i in range(iss, iee):\n", + " newcore[i] = 0.25*core[i-1] + 0.5*core[i] + 0.25*core[i+1]\n", + "core[:] = newcore\n", + "# rezero south part so we do not expand the domain\n", + "core[0:798] = 0\n", + "# rezero north part so we do not expand the domain\n", + "core[950:] = 0" + ], + "outputs": [], + "execution_count": 26 + }, + { + "cell_type": "code", + "id": "12d48d71-ea70-459c-bfa5-6939c8877f6a", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.678111286Z", + "start_time": "2026-01-28T17:07:50.598955745Z" + } + }, + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "ax.plot(range(iss, iee), core[iss:iee],'ko')\n", + "ax.plot(range(iss, iee), nosmooth[iss:iee],'y+')\n", + "ax.plot(range(iss, iee), ws_bathy[iss:iee, 0],'-')\n", + "ax.invert_yaxis();\n", + "#ax.set_xlim(800, 850)\n", + "ax.grid()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 27 + }, + { + "cell_type": "markdown", + "id": "12f1d422-b75b-4872-9e4e-523a00bbc286", + "metadata": {}, + "source": [ + "We now have \"core\" which is the bathymetry at the mouth. This continues 5 more grid points into the domain. Beyond that we blend into the original bathymetry linearly over the next 10 grid points. The only difficulty is that we need to follow the bathymetry south-east, so we need to shift south as we go." + ] + }, + { + "cell_type": "code", + "id": "36e5d6f6-009c-4bfd-bcc9-7a973c4bd6cb", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:50.779331339Z", + "start_time": "2026-01-28T17:07:50.703825711Z" + } + }, + "source": [ + "for i in range(0,5):\n", + " ws_bathy[iss:iee, i] = core[iss:iee]\n", + "i = 5\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*core[iss:iee] + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 6\n", + "sh = 1\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*(core[iss:iee]+core[iss+sh:iee+sh])/2. + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 7\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*core[iss+sh:iee+sh] + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 8\n", + "sh2 = 2\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*(core[iss+sh:iee+sh]+core[iss+sh2:iee+sh2])/2. + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 9\n", + "sh = 2\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*core[iss+sh:iee+sh] + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 10\n", + "sh2 = 3\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*(core[iss+sh:iee+sh]+core[iss+sh2:iee+sh2])/2. + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 11\n", + "sh = 3\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*core[iss+sh:iee+sh] + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 12\n", + "sh2 = 4\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*(core[iss+sh:iee+sh]+core[iss+sh2:iee+sh2])/2. + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 13\n", + "sh = 4\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*core[iss+sh:iee+sh] + (i-5)/10.*ws_bathy[iss:iee, i]\n", + "i = 14\n", + "shs = 5\n", + "ws_bathy[iss:iee, i] = (-i+15)/10.*(core[iss+sh:iee+sh]+core[iss+sh2:iee+sh2])/2. + (i-5)/10.*ws_bathy[iss:iee, i]" + ], + "outputs": [], + "execution_count": 28 + }, + { + "cell_type": "code", + "id": "92b4e74c-809f-4994-a6af-9298f46f455a", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.416106312Z", + "start_time": "2026-01-28T17:07:50.783895946Z" + } + }, + "source": [ + "fig, axs = plt.subplots(1, 2, figsize=(15, 4))\n", + "\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(ws_bathy, cmap='gist_ncar', vmax=280)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((iss, iee))\n", + "axs[0].set_xlim((0, 30));\n", + "\n", + "for j in range(1, 14, 1):\n", + " axs[1].plot(range(iss, iee), ws_bathy[iss:iee, j], color=scalarMap.to_rgba(j))\n", + "#axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 14], color=scalarMap.to_rgba(14), linewidth=2)\n", + "#axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 0], color=scalarMap.to_rgba(0), linewidth=3)\n", + "\n", + "axs[1].invert_yaxis()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 29 + }, + { + "cell_type": "markdown", + "id": "451a2561f5020f52", + "metadata": {}, + "source": [ + "## Adjust Specific Grid Cells\n", + "\n", + "Adjust the depth of specific grid cells based on the tile by tile comparisons in the `Compare202405-2xrezBathymetry.ipynb` notebook.\n", + "\n", + "The \"Tile y, x\" titles in this section match those in the comparison notebook." + ] + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.515471761Z", + "start_time": "2026-01-28T17:07:51.467007625Z" + } + }, + "cell_type": "code", + "source": [ + "adj_bathy = np.ma.masked_array(ws_bathy, ws_bathy == 0)\n", + "\n", + "depth_check(adj_bathy)" + ], + "id": "973e18f445338fa3", + "outputs": [], + "execution_count": 30 + }, + { + "cell_type": "code", + "id": "c6d3fef088668a37", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.590180211Z", + "start_time": "2026-01-28T17:07:51.526137095Z" + } + }, + "source": [ + "# use single resolution index values because they are more familiar\n", + "tile_x_min_max = [\n", + " numpy.array([0, 35]),\n", + " numpy.array([30, 65]),\n", + " numpy.array([60, 95]),\n", + " numpy.array([90, 125]),\n", + " numpy.array([120, 155]),\n", + " numpy.array([150, 185]),\n", + " numpy.array([180, 215]),\n", + " numpy.array([210, 245]),\n", + " numpy.array([240, 275]),\n", + " numpy.array([270, 305]),\n", + " numpy.array([300, 335]),\n", + " numpy.array([330, 365]),\n", + " numpy.array([360, 398]),\n", + "]" + ], + "outputs": [], + "execution_count": 31 + }, + { + "cell_type": "code", + "id": "24da8b723d85c083", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.644153552Z", + "start_time": "2026-01-28T17:07:51.621794614Z" + } + }, + "source": [ + "def to_array_indices(adj_pt, y_min_max, x_min_max):\n", + " dx, dy = adj_pt\n", + " return y_min_max[0] * 2 + dy, x_min_max[0] * 2 + dx" + ], + "outputs": [], + "execution_count": 32 + }, + { + "cell_type": "markdown", + "id": "7e700e53122f964d", + "metadata": {}, + "source": [ + "### Row 9 - Juan de Fuca Strait to Bellingham Bay" + ] + }, + { + "cell_type": "code", + "id": "68d24c72c7c91334", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.697036558Z", + "start_time": "2026-01-28T17:07:51.645126688Z" + } + }, + "source": [ + "y_min_max = numpy.array([300, 330])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "outputs": [], + "execution_count": 33 + }, + { + "cell_type": "markdown", + "id": "d1418f521128a69", + "metadata": {}, + "source": [ + "#### Tile 9, 5 - Metchosin\n", + "\n", + "* connect island that is really end of William Head" + ] + }, + { + "cell_type": "code", + "id": "4885f25ac8cf0d9c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:51.893315181Z", + "start_time": "2026-01-28T17:07:51.702405090Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pt = numpy.array([26, 12]) # grid cell x-y to adjust in plot coordinates\n", + "ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "# Do adjustment\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 34 + }, + { + "cell_type": "markdown", + "id": "190123a68adf2b15", + "metadata": {}, + "source": [ + "#### Tile 9, 6 - Esquimalt and Victoria\n", + "\n", + "* connect islands to make Esquimalt Point\n", + "* surface Chain Islands" + ] + }, + { + "cell_type": "code", + "id": "53fdb9954e84bc90", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:52.147166303Z", + "start_time": "2026-01-28T17:07:51.921346298Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([19, 32]),\n", + " numpy.array([21, 31]),\n", + " numpy.array([63, 6]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 35 + }, + { + "cell_type": "markdown", + "id": "9f385f5af1855a12", + "metadata": {}, + "source": [ + "#### Tile 9, 7 - Haro Strait\n", + "\n", + "* fix Discovery Island\n", + "* Make east Chatham Island T-shaped" + ] + }, + { + "cell_type": "code", + "id": "d063c4f57584cd0", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:52.361358357Z", + "start_time": "2026-01-28T17:07:52.167322232Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([13, 5]),\n", + " numpy.array([13, 9]),\n", + " numpy.array([14, 9]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 36 + }, + { + "cell_type": "markdown", + "id": "c3be3abcd7e33b32", + "metadata": {}, + "source": [ + "### Row 10 - Juan de Fuca, Jordan River, Saanich Inlet, boundary islands, Neptune Beach" + ] + }, + { + "cell_type": "code", + "id": "c9b7eca7e957daa8", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:52.438748131Z", + "start_time": "2026-01-28T17:07:52.380357136Z" + } + }, + "source": [ + "y_min_max = numpy.array([330, 360])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "outputs": [], + "execution_count": 37 + }, + { + "cell_type": "markdown", + "id": "f4190ffa86d2813b", + "metadata": {}, + "source": [ + "#### Tile 10, 3 - Jordan River, French Beach, and Sheringham Point\n", + "\n", + "* Remove extraneous island off French Beach" + ] + }, + { + "cell_type": "code", + "id": "72068f98c915df59", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:52.673864210Z", + "start_time": "2026-01-28T17:07:52.446091657Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[3]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([36, 31]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([35, 30]),\n", + " numpy.array([35, 31]),\n", + " numpy.array([35, 32]),\n", + " numpy.array([36, 32]),\n", + " numpy.array([37, 32]),\n", + " numpy.array([37, 31]),\n", + " numpy.array([37, 30]),\n", + " numpy.array([36, 30]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 38 + }, + { + "cell_type": "markdown", + "id": "a5f0b1fca2519c23", + "metadata": {}, + "source": [ + "#### Tile 10, 7 - James Island & Sidney Island\n", + "\n", + "* connect spit on north end of Sidney Island\n", + "* connect Gooch Island\n", + "* Surface Forrest, Demville & Brethour Islands" + ] + }, + { + "cell_type": "code", + "id": "ece54304138ed697", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:52.918794579Z", + "start_time": "2026-01-28T17:07:52.697813329Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Sidney Island spit\n", + " numpy.array([42, 37]),\n", + " numpy.array([42, 38]),\n", + " numpy.array([41, 40]),\n", + " numpy.array([41, 41]),\n", + " # Gooch Island\n", + " numpy.array([58, 42]),\n", + " numpy.array([60, 40]),\n", + " # Forrest Island\n", + " numpy.array([45, 48]),\n", + " numpy.array([45, 47]),\n", + " numpy.array([45, 46]),\n", + " # Forrest Island\n", + " numpy.array([51, 49]),\n", + " numpy.array([51, 48]),\n", + " numpy.array([51, 47]),\n", + " # Brethor Island\n", + " numpy.array([53, 52]),\n", + " numpy.array([53, 51]),\n", + " numpy.array([54, 52]),\n", + " numpy.array([54, 51]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 39 + }, + { + "cell_type": "markdown", + "id": "ceb29b3f9747c648", + "metadata": {}, + "source": [ + "#### Tile 10, 9 - Waldron Island\n", + "\n", + "* surface Skipjack Island" + ] + }, + { + "cell_type": "code", + "id": "f63bc2938e67a49a", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.157816969Z", + "start_time": "2026-01-28T17:07:52.937965755Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([31, 32]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 40 + }, + { + "cell_type": "markdown", + "id": "9f35cc9fbc0cf71f", + "metadata": {}, + "source": [ + "### Row 11 - Neah Bay to Semiahmoo Bay" + ] + }, + { + "cell_type": "code", + "id": "16072f43d8008f5c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.217419385Z", + "start_time": "2026-01-28T17:07:53.159422925Z" + } + }, + "source": [ + "y_min_max = numpy.array([360, 390])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "outputs": [], + "execution_count": 41 + }, + { + "cell_type": "markdown", + "id": "d8cc69327bf595a4", + "metadata": {}, + "source": [ + "#### Tile 11, 7 - Fulford Harbour\n", + "\n", + "* surface Piers Island, Knapp Island & Pym Island" + ] + }, + { + "cell_type": "code", + "id": "7c679348e5e4139c", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.424803039Z", + "start_time": "2026-01-28T17:07:53.223907510Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Piers Island\n", + " numpy.array([31, 15]),\n", + " numpy.array([32, 16]),\n", + " numpy.array([32, 15]),\n", + " numpy.array([32, 14]),\n", + " numpy.array([32, 13]),\n", + " numpy.array([33, 14]),\n", + " numpy.array([33, 13]),\n", + " numpy.array([34, 14]),\n", + " numpy.array([34, 13]),\n", + " # Knapp Island\n", + " numpy.array([35, 10]),\n", + " numpy.array([35, 11]),\n", + " # Pym Island\n", + " numpy.array([38, 9]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 42 + }, + { + "cell_type": "markdown", + "id": "848656b2023a5ad9", + "metadata": {}, + "source": [ + "#### Tile 11, 9 - Saturna Island & Tumbo Island\n", + "\n", + "* surface Tumbo Island\n", + "* narrow Boat Passage\n", + "* open west entrance to Winter Cove" + ] + }, + { + "cell_type": "code", + "id": "afc40304fa020a45", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.695493525Z", + "start_time": "2026-01-28T17:07:53.449459635Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Tumbo Island\n", + " numpy.array([30, 6]),\n", + " numpy.array([31, 5]),\n", + " numpy.array([31, 4]),\n", + " numpy.array([32, 4]),\n", + " numpy.array([32, 3]),\n", + " numpy.array([33, 3]),\n", + " numpy.array([33, 2]),\n", + " numpy.array([34, 3]),\n", + " numpy.array([34, 2]),\n", + " numpy.array([35, 2]),\n", + " numpy.array([37, 2]),\n", + " numpy.array([37, 0]),\n", + " numpy.array([37, 1]),\n", + " numpy.array([36, 2]),\n", + " numpy.array([38, 0]),\n", + " numpy.array([38, 1]),\n", + " numpy.array([39, 0]),\n", + " numpy.array([39, 1]),\n", + " numpy.array([40, 0]),\n", + " numpy.array([40, 1]),\n", + " numpy.array([41, 0]),\n", + " numpy.array([42, 0]),\n", + " numpy.array([43, 0]),\n", + " # north side of Boat Passage\n", + " numpy.array([4, 27]),\n", + " numpy.array([5, 26]),\n", + " # west entrance to Winter Cove\n", + " numpy.array([1, 26]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts[:-1]:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "adj = to_array_indices(adj_pts[-1], y_min_max, x_min_max)\n", + "adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 43 + }, + { + "cell_type": "markdown", + "id": "98e38d3ee27f94fb", + "metadata": {}, + "source": [ + "### Row 12 - Neah Bay to Surrey" + ] + }, + { + "cell_type": "code", + "id": "98be4a590c7368f5", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.755486956Z", + "start_time": "2026-01-28T17:07:53.697250684Z" + } + }, + "source": [ + "y_min_max = numpy.array([390, 420])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "outputs": [], + "execution_count": 44 + }, + { + "cell_type": "markdown", + "id": "94542e3d42214d8", + "metadata": {}, + "source": [ + "#### Tile 12, 7 - Crofton, Ganges, Long Harbour & Trincomali Channel\n", + "\n", + "* fill in Athol Peninsula" + ] + }, + { + "cell_type": "code", + "id": "440c100481081a6d", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:53.957088901Z", + "start_time": "2026-01-28T17:07:53.761868955Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([62, 18]),\n", + " numpy.array([63, 16]),\n", + " numpy.array([64, 15]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 45 + }, + { + "cell_type": "markdown", + "id": "54dfd4e4f8a03ade", + "metadata": {}, + "source": [ + "#### Tile 12, 8 - Galiano Island\n", + "\n", + "* separate Parker Island\n", + "* connect 2 points on north end of Prevost Island" + ] + }, + { + "cell_type": "code", + "id": "c9e9f2e0cc3b83aa", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:54.184447760Z", + "start_time": "2026-01-28T17:07:53.980963588Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[8]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Parker Island separation\n", + " numpy.array([20, 28]),\n", + " numpy.array([20, 27]),\n", + " # north Prevost Island points\n", + " numpy.array([10, 6]),\n", + " numpy.array([9, 3]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts[:2]:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "for adj_pt in adj_pts[-2:]:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + 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jItrU0Cn2eerTp0/jHCdMmBDf+9734r777ovPfe5zsddee0VNTU08/fTTTb4OL7nkkviP//iP2GeffeLBBx+Mt99+O/7v//4v9thjj4h493rr1atXfPOb32z2+V3zn4a2fo4B+CcZTUbLIqOVR0aDruTd9ygLgwYNijlz5jQ+Xm+99WLTTTeNt99+Ow4++ODYYostYvjw4Y0/eYuI2GijjTptPtddd12cd9558eUvfzn69u0bVVVVcf3113foc7z11lvxzDPPxAUXXNBi/f3r0ZpiP3X50Y9+FCeddFIceeSRceihh8b8+fOb/cSzNW+//XYMGjSo2fYPblsTJjfffPNmb4X7kY98pPHFQCMili1bFn369Gl2zgEDBjTZr9hzrdlW7MUtI6LxPF/4whfi1VdfLbpfKUaOHBn33XdfTJo0Kb7whS/EihUrmu0zffr0GDJkSLPta7Y9++yzTbZvvfXW8dhjj0VFRUUceOCBLb6N8G677Ra77bZbjB49ullt1qxZ8fTTT8ewYcNi2bJl8dJLLxV9/iVLlsSsWbMyP8aKioqIePcnraUq9nlavnx540+/TzjhhPjZz37W7LofMGBAvPPOO42PV61aFVdccUVcccUVseGGG8anPvWpuPjii+N3v/tdbLXVVjF//vxYuXJl3Hbbbc3edWeN2bNnl/wxANCUjNacjFb8udZsk9G6V0aDrqQpRVk4/vjj469//Wvj49GjR0evXr3isccea/zH/IM/7frqV7/a7Dxr9unbt+9a3UJbzLx58+IXv/hFfP3rX4/evXvHr3/963j99dfbfL6W/OY3v4nDDz88Xn755Sb/Gf+gNR9TKT9tXOOvf/1r/PGPf4xzzz03dtttt7jhhhtafDeRLBMnTowjjjgiBg4c2Hh7eGVlZRx99NFN9vv9738fEe82HQqFQuP2mpqa2GWXXeL73/9+47ZXXnklPvaxjzU5focddoiddtqpxcBz7LHHxoQJExofb7311rHvvvvGz372s6Lz/t3vfhcrVqyI7bffPu65554SPuKWjRgxIu6777544okn4qijjmr2E9k17r333rjuuutir732anyXlvXWWy9OOOGEePLJJ5v8lHKrrbaKxx57LNZbb7048MADm7wby/u1dBv7KaecEqecckoceeSRTULSvffeG2PGjIktt9wy3njjjYiI6N+/f3z+85+P+++/v+g7wqyx5h2I3v/ONGvr85//fJx99tmN12z//v3jc5/7XDz++OONASql1Oxr+fDDD48tt9wyXnrppRbPu2DBgrj77rtjiy22iB/96EexzTbbxPPPPx8TJ06MYcOGxTPPPNNi+ASg/WS0d4ruJ6PJaOWS0aCrdfkLWxlGsfHBd3b51Kc+lb71rW+lhQsXpqeeeir16tUrbbLJJuntt99OTz31VDrqqKPSZz7zmXTHHXekF154IaWU0sknn9x4vjUvgDlu3Li01157pT322CP16tUrRbz7IppXXXVVszkUe0HHNS/+mFJKBx98cLP6zTffnOrr65ttnzhxYpo+fXqLz/PrX/+68fGgQYPS7Nmz03PPPZe+9rWvpYMOOigddthh6Ywzzki//vWv0xZbbNHk2Oeffz6NGDEi7bHHHo0vXNnSCyl+cKx54cxVq1alj370oyV/jnbddde0ePHi9Oyzz6bRo0enz372s+nBBx9Mr776apMX0Yx4951dVq1alSZMmJBGjBiRvvKVr6R58+alV199NW2yySaN+x133HEppZSuueaadPDBB6cvfelL6fnnn0+1tbWZ7+xy+OGHp2OPPTa9+OKLacGCBY3vcPP+tXj/3M8777zU0NCQrrvuunTkkUemAw44IH3xi19Ml19+eYsvPFpsfPKTn0yLFy9Os2bNSgceeGCTdw7ae++9m7zQdu/evdP06dPTq6++mo499th0yCGHpLvvvjs1NDSkAw44oHG/D3/4w+mll15KS5cuTccdd1yzc77/85/1tfPBz/2AAQNSbW1tmjZtWjryyCPToYcemh577LG0YMGCtNNOOzXud+yxx6Zf/OIX6ZRTTkkHHXRQGjVqVLrjjjtSSqnxnYXWdnzw3feOOuqo9PnPfz5NmTIlNTQ0pH333bdx31tuuSUtXbo0fetb30oHHXRQ+o//+I9UV1eXXnvttSaf+/vvvz9dfPHFje/Sd8IJJ6RZs2al2bNnN77j084775zefvvt9OSTT6aTTz45DR8+PH32s59NY8aMafKuT4ZhGEbpQ0aT0WS08s9ohtFNRpdPwDCKjjXftIcNG5Z+9atfpYULF6YFCxak22+/vck7kuyzzz7pj3/8Y1q0aFGqq6tLN9xwQ9p9992bBZ5evXqlG264IdXV1aVVq1Y1+Qe51MATEWnWrFlpxowZLdbaG3gi3n3XliuvvDK9/PLLafny5emtt95Kf/nLX9L3vve9tMEGGzTud/DBB6epU6empUuXppRS43zXJvD06tUrLV26NP32t79t8+fpE5/4RJo8eXJaunRpmjNnTrr00kvTaaed1izwVFRUpLPPPjv97W9/S8uXL09vvvlm+tnPftbiP97/8R//kV566aW0ZMmS9Oc//zkdeOCBRd/Z5fjjj09XXnllqqurS0uXLk2TJk1q8tbN71+LDz7PEUcckR599NH0zjvvpKVLl6bZs2enu+66q8UQ29p1Wszw4cOb7D9w4MB0yy23pLfeeistWbIkTZ48OR1yyCFN9lnzsRXT0jv5tDSnlj732223XbrnnnvSO++8kxYtWpQeeeSRNGzYsCb77L333umRRx5Jc+bMScuXL0+LFi1KU6ZMSV/72tdSRUVFSdfHmqbU2Wefnb7zne+k1157LS1btixNnTq12dsrb7jhhuknP/lJmjdvXlq0aFH6wx/+kD75yU82+9z/+7//e3riiSfSm2++mZYtW5ZeeeWV9JOf/CRtvfXWzZ77xhtvTK+//npavnx5qqurS0888UQaO3Zsm693wzAMQ0aT0WS0npDRDKObjC6fgGGU5RgyZEhKKaUzzjijy+fSnvHZz342pZTSYYcd1uVzMQzDMAzDaO+Q0QzDMMpnVLz3F2AtbbfddjF48OC4+OKLY+utt46PfvSjsXTp0q6eVsl23nnnGDx4cPzoRz+KxYsXx8c//vGunhIAQJvJaADlqcs7Y4ZRTuPmm29OK1euTNOnT2/yWjjlNiZOnJgaGhrSk08+2eT31N8/1ltvvczR1R9DHsMatG993EZuGIZh5DVktHUrn1gDw+gxo8snYBhGNxxrXnC0lN/D72mjtdcMSKnp62Gsa2PNa0W153UVDMMwDMMobchoMpph9KRR8q/vfeQjH4lLL700DjvssFh//fXjxRdfjFNPPbXJW8GOGzcuTj/99Nh4441jypQp8W//9m/x3HPPlfI0QBfbZJNNYtttt83c54UXXohFixblNKP89e/fP3baaafMfWbPnh3/+Mc/cppR99KrV69mbwv9QXPmzGnyFsqwrpKfgI4io8lo0NOsdQdro402SrNnz0433XRT2nPPPdPgwYPTwQcf3OQtPc8555y0YMGCNGrUqLTrrrumO++8M9XW1qb+/ft3eQfOMAzDMAwj7yE/GYZhGIZhFB1rv/Mll1yS/vCHP2TuM2fOnHTOOec0Pu7du3eaP39+Ov3007v6AzUMwzAMw8h9yE+GYRiGYRgtj5J+fW/GjBnxu9/9LrbccssYPnx41NbWxrXXXhs33nhjRERsu+22MWvWrBg2bFg8/fTTjcfdd9998c4778Qpp5zS7Jy9e/eOPn36NNm2ySabuNUSAMhFdXV1zJkzp9PO3xn5KUKGAgC6Tkflp6pSdt5uu+3ijDPOiAkTJsTFF18ce+21V/z4xz+O5cuXx2233RaDBg2KiIi6uromx9XV1cXgwYNbPOf5558f48ePb9vsAQA6wBZbbNFpjanOyE8RMhQA0LU6Ij+V1JSqrKyMQqEQF1xwQUREPP3007HrrrvGGWecEbfddlvjfik1vfmqoqKi2bY1LrnkkpgwYULj4+rq6qitrY0ZM2bEypUrS5leLg4//PCunkKL+vfvHy+88ELstNNOXfOihtdfW7T02623yW8eJaisrIwhQ4bE9OnTY/Xq1V09nbJgzdrGupXOmpXOmrVNVVVV7LrrrlFfX99pz9EZ+SmieIaaNm1at7wGhg8f3tVT6H5uvTmzPGmb7XKaCACsvcrKyhg6dGiH5KeSmlJz585t9i4wzz//fHzhC1+IiIh58+ZFRMSgQYMa/x4RMXDgwGY//VujoaEhGhoamm1fuXJlt2xKdebt/e1RXV0dEe9+jjozWBe1bFnRUnf8PEa8+4UU8e78umN4746sWdtYt9JZs9JZs+6rM/JTRPEMtXr16m55DXRJPunuWslI3fHzCAAdqbKUnf/4xz82e+vNHXfcMV599dWIePdtN+fOnRsjRoxorPfq1SuGDx8ekydP7oDpAgCUF/kJAKBlJd0pdcUVV8TkyZPj/PPPj7vuuiv22muvOP300+P0009v3OfKK6+MsWPHxsyZM2PmzJkxduzYWLJkSdxxxx0dPnkAgO5OfgIAaFlJTalCoRCjRo2KSy65JL773e/G7NmzY8yYMU0C02WXXRbrr79+XHvttbHxxhvHlClTYuTIkV3zOkcAAF1MfgIAaFlJTamIiAceeCAeeOCBzH0uvPDCuPDCC9s8KQCAnkR+AgBorqTXlAIAAACAjqApBQAAAEDuSv71vXXe/FbqG+cyi+5n9DFFSzXPZB9aaCh08GQAgG4nK0PJTy2SoQDo6dwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1dUTKDeFlwuZ9ZqoyWkmZeRj2eVTUvaa3TI1e80BgO4vK0PJT0W0I0PJTwCUA3dKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxVdfUEepoVM7LrvXbNZx7l5NmK7PohqSaz/ujUQgfOBgDIm/zUNlkZSn4CoBy4UwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdVXT2Bnmba0kJmvZBRrqmp6eDZ9AwLKrLre4wqvm5TL8j+fAAAXa89+SlChmpJe/JThAwFQD7cKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAAByV9XVE4D2qri3eG36vTVFa5XV1RELF3bCjAAAures/BSRnaEiIpYXCh04GwDWVe6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALmr6uoJ8E8XxbWZ9Qvi6znNpOcYEz8rWtsgesX9Oc4FAOgcMlTHy8pQERGX5jQPAHo2d0oBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3FV19QT4p08X9sqsX1CT00R6kEfjpKK16qiOiGNi+DP9on7F6hb3KQxb3EkzAwA6igzV8bIyVEREzVPPF63JTwCsLXdKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqqrJ8DaeyqjprvYdtt9Y1osql/ZYm2Ps4/LPHbq0YXOmBIA0IGyMtSw3GbRs2z/leKrKj8BsLb0MgAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuqrp6Aqy9VYVC0VqqfK+/+FRErC6y044dPqUeYVacGvVR32Kt4s6XM48tHD2/M6YEAHSgrAwVH6rJPlh+atHLcVzRmvwEwNpypxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcldSUGjduXKSUmoy5c+c226e2tjaWLFkSEydOjF122aVDJwwAUG5kKACA5kq+U+rZZ5+NQYMGNY4hQ4Y01s4555w466yz4swzz4w999wz5s2bF4888kj079+/QycNAFBuZCgAgKZKbkqtXLky6urqGsdbb73VWBszZkxcdNFFce+998aMGTPi5JNPjg022CCOO674W8YCAKwLZCgAgKaqSj1ghx12iNra2li+fHlMmTIlxo4dG7Nnz45tt902Nt9883j44Ycb921oaIhJkybFvvvuGzfccEOL5+vdu3f06dOn8XF1dXVERFRWVkZlpZe8Wltr1qq6orp4q7E6v/mUgzXX2po/W9S/IvMc69o1uubjXdc+7vaybqWzZqWzZm2T53rllaEAAMpFSU2pKVOmxEknnRQvvvhibLbZZvHtb387Jk+eHLvuumsMGjQoIiLq6uqaHFNXVxeDBw8ues7zzz8/xo8f32z7+29pZ+3VbldbvLgwv3mUk9rajDWjRUOHDu3qKZQl61Y6a1Y6a9Y95ZmhKE1hYSGzXhMLWjnDIR03mZ7ije0zyzWvZx9e2Cr7cwJAz1FSU+qhhx5q/Puzzz4bf/rTn+Lll1+Ok08+OZ588smIiEgpNTmmoqKi2bb3u+SSS2LChAmNj6urq6O2tjamT58eK1euLGV667TKysoYOnRoTJs2LVavXt3iPsOHZ3WlPtc5E+vG1lxrW2yxRdTX17ftJHcUL03aYlLbztmNrc11RnPWrXTWrHTWrG2qqqpy+UFYnhkKAKBclPzre++3ZMmSmD59euywww5x3333RUTEoEGDYt68eY37DBw4sNlP/t6voaEhGhoamm1fvXq1UN0GWetWX78q48g2NmV6gPr6+rY3pTL6pj35+vX12TbWrXTWrHTWrDRdtVadmaEAAMpFu15IoXfv3rHzzjvH3LlzY/bs2TF37twYMWJEY71Xr14xfPjwmDx5crsnCgDQU8hQAAAl3il1+eWXx69//et47bXXYuDAgfHtb387PvShD8Wtt94aERFXXnlljB07NmbOnBkzZ86MsWPHxpIlS+KOOzJ+xwkAoIeToQAAmiupKbXlllvGnXfeGQMGDIi///3v8eSTT8Y+++wTr732WkREXHbZZbH++uvHtddeGxtvvHFMmTIlRo4cGYsWLeqUyQMAlAMZCgCguZKaUscee2yr+1x44YVx4YUXtnlCAAA9jQwFANBcu15TCgAAAADaQlMKAAAAgNyV9Ot7lLdCYcOitZqaHCfSg+wz6sCitSHPZy/q9MWFjp0MANDhsvJThAzVFln5KUKGAliXuFMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5K6qqydA95DOyK5XXJfPPMrNk/FY0VqfvtnHFhZ37FwAgPxlZSj5qWVZ+SlChgJYl7hTCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd1VdPQG6h6mnFrJ32POE7PqX/9Zxk+khvr9NKzu8nccsAIDOlJmh5Kc2kaEA1h3ulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC5q+rqCVAeCh/7eWa95n9eL148ZlQHz6Y8fLsiu355qsmsPzq10IGzAQDy1q78FCFDFZGVoeQngPLiTikAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQu6qungA9Q+HqHxat1eQ4j3KyoKKVHQq5TAMA6CJZ+SlChiomM0PJTwBlxZ1SAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdVXT0Beogrryxee6Um+9h/7dCZ9Bg100YVrRWG3pvjTACATpGVnyJkqDbIyk8RMhRAd+NOKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJC7qq6eAD1f+mF2vSKfaZSfU18vWtrjwzWZh059sNDRswEAciZDtUFGfoqQoQC6G3dKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqqrJ0DPN7V+t+wd7vpqdn30NzpuMj1Exd+z64V8pgEAdKJ2ZSj5qUUyFED34k4pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkLuqrp4A64BbbsksF446KrNec8eD2ec/7rDS5rMOqPntxpn1wuHzc5oJANBm7chQ8lPbZGUo+Qmg47lTCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO7a1ZQ677zzIqUUV1xxRZPt48aNi9ra2liyZElMnDgxdtlll3ZNEgCgp5CfAADe1eamVE1NTZx++ukxbdq0JtvPOeecOOuss+LMM8+MPffcM+bNmxePPPJI9O/fv92TBQAoZ/ITAMA/takp1a9fv7j99tvjK1/5Ssyf3/StUceMGRMXXXRR3HvvvTFjxow4+eSTY4MNNojjjjuuQyYMAFCO5CcAgKaq2nLQNddcEw888EA8+uij8e1vf7tx+7bbbhubb755PPzww43bGhoaYtKkSbHvvvvGDTfc0OxcvXv3jj59+jQ+rq6ujoiIysrKqKz0kldra81aleWatfJT4Oqq9bKPf++aKdWaa626jcd3a70rMsttvU7K+jrrQtatdNasdNasbfJcr47MTxHFMxQAQLkouSl19NFHx8c//vHYc889m9UGDRoUERF1dXVNttfV1cXgwYNbPN/5558f48ePb7Z9yJAhpU6NiBg6dGhXT6F0zz+fWV7Y2vFfbHWPTLW1te06fl1UltdZN2DdSmfNSmfNuqeOzk8RxTMU65D77itaenJoTeah+7gJr2Xf3b547fBCfvMAWEeU1JTacsst40c/+lGMHDkyli9fXnS/lFKTxxUVFc22rXHJJZfEhAkTGh9XV1dHbW1tTJ8+PVauXFnK9NZplZWVMXTo0Jg2bVqsXr26q6fToVYNGZ5ZP3iTtp13zbW2xRZbRH19fdtOUqYmTZrUpuN68nXWmaxb6axZ6axZ21RVVXX6D8I6Iz9FFM9QAADloqSm1B577BGbbbZZTJ069Z8nqKqKAw44IM4888zYaaedIuLdn/jNmzevcZ+BAwc2++nfGg0NDdHQ0NBs++rVq4XqNuiJ67YqshtG7e0n1dfXr3NNqfZeIz3xOsuDdSudNSudNStNHmvVGfkponiGAgAoFyW9kMKjjz4au+22W+y+++6N4y9/+Uvcfvvtsfvuu8esWbNi7ty5MWLEiMZjevXqFcOHD4/Jkyd3+OQBALo7+QkAoGUl3Sm1aNGimDFjRpNtixcvjrfffrtx+5VXXhljx46NmTNnxsyZM2Ps2LGxZMmSuOOOOzpu1gAAZUJ+AgBoWZvefS/LZZddFuuvv35ce+21sfHGG8eUKVNi5MiRsWjRoo5+KgCAHkF+AgDWRe1uSh100EHNtl144YVx4YUXtvfUAAA9kvwEAFDia0oBAAAAQEfQlAIAAAAgdx3+mlJ0YwceWLz22GN5zaJk/Xu1ssONGbXTOnIm5ePc+EFmvWbaqMx6Yei9HTkdAChfWfkpottmqHblpwgZqgXyE0DHc6cUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuqrp6AuRnyF8WFa31vqkm89ipRxc6ejprbdlnP5tZ3+rU3xStnXja5UVrfaJ3m+fU3V0a52XvcOqkzPIeZxe5HvpURwxb2MZZAUD5ycpPEdkZqlzzU0R2hoqIuDjOLnlO5SAzQ7U1P72nK68HgO7KnVIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd1VdPQHyM31xoXjxT2OyDz66Q6fSRP+amsz6TlPbfu6L7ypeq66K+G7bT13mhmdWKy5veXt1dcTC73XCdACgm8rMTxHZGaoT81NEdoZqT36KyM5QERExun3nL09ty09rFDr5egAoR+6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALmr6uoJ0E1ceWVmeedNazLrz5+4X/HiK69kHtu3PrMcU3tn1+9tKF77zhfPLlpbP6oj4ptxTJwey2JZi/vcFtdkP/k6avgL34/6FUtarBV2+X7OswGALpSRodqVnyLalaHak58isjNURMSA+LeiNfmpZTXPfTuzLkMB6yJ3SgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcVXX1BCgPz79dyN7hyuKlmpk1mYemZ7JP/Vb24fFQ7+K1Bx8oXquuiohPR/zPfz8b9SuWtLzTyb/KfvI4spV6D3X6IxH19S3XbvzX7GN3373DpwMA3VF78lNE+zJUe/JTRHaGioiIWzOeXH5q2UkPZdezMpT8BPRQ7pQCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAuavq6gnQ86U/ZNdfvSy7XvNqdv37O2QUV69Fbd/JEam+5X1uaWVyp2SX10U1p52WWS8UCjnNBADKW3syVLvyU0R2hoqIOODx4jX5qU2yMpT8BPRU7pQCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMhdVVdPgJ5v6h43ZtZrXjgts37VHtnn/8ajGcV/yaitacmujIjVLe+SKj6R+dwVP92qePHU1zOPXVfVzPj3zHph1ytymgkAdG/tyVDtyk8R2RkqImJF8VK78lOEDNUC+QnoqdwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1dUTYB2w++6Z5ad3a+Xw11s5/6A21taoiKLt2YqDWjn20XsyinuuxZOvg05+PLNctaymaG3ls4WOng0AdF/tyFDtyk9rU3+zeKl9+SlChmpBO/JThAwFdF/ulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC5q+rqCcDufX+VvcNndsss7/DAEUVr/xJnF62tX90rYmFETPt+xMqGlnd656jM5z7x9CuL1m7LPJJidu9bvLY8ajKPnV4odPBsAKD7ysxQ7chPEdkZKiLi13f9vXixHfkpQoZqi6z8FCFDAd2XO6UAAAAAyJ2mFAAAAAC505QCAAAAIHclNaW+9rWvxbRp02LBggWxYMGCmDx5chx66KFN9hk3blzU1tbGkiVLYuLEibHLLrt06IQBAMqNDAUA0FxJTak33ngjzjvvvKipqYmampr4/e9/H7/61a8aQ9M555wTZ511Vpx55pmx5557xrx58+KRRx6J/v37d8rkAQDKgQwFANBcSU2p3/zmN/Hggw/GzJkzY+bMmfHtb387Fi1aFPvss09ERIwZMyYuuuiiuPfee2PGjBlx8sknxwYbbBDHHXdcp0weAKAcyFAAAM21+TWlKisr4+ijj45+/frFn/70p9h2221j8803j4cffrhxn4aGhpg0aVLsu+++HTJZAIByJ0MBALyrqtQDdtttt/jTn/4Uffv2jUWLFsWoUaPi+eefj0984hMREVFXV9dk/7q6uhg8eHDR8/Xu3Tv69OnT+Li6ujoi3g1slZVeh31trVmrclyz6upWLsP1KzLL/ar7FT80ehWvvfe81VW9i5+8V/Zz963uW7RWHdWZx5ajNV+fa/7sbrrr9V/OX59dxZqVzpq1TZ7rlVeGAgAoFyU3pV544YXYfffdY6ONNoovfOELceutt8bw4cMb6ymlJvtXVFQ02/Z+559/fowfP77Z9iFDhpQ6NSJi6NChXT2Fki1cOKydZ5jSrqNrP/e1th98yn8VLd0QxWvlrra2tqun0KL2XkmdrRy/PruaNSudNeu+8spQrEPeOrJ4bUD2oTNbOfXMOCV7h9FZxbMzD72tleem4/VppV7IZRYAzVVERPG0sxYeeeSRePnll+PSSy+NWbNmxbBhw+Lpp59urN93333xzjvvxCmnnNLi8S39lK+2tjamT58eK1eubM/U1imVlZUxdOjQmDZtWqxevbqrp1OS4YOHZ++wTec875prbYsttoj6+vrOeZIepruv2aRJk7p6Ci0q56/PrmLNSmfN2qaqqiqGDBkSH/rQh3L/vtZZGeqpp55yDawjarapKV5spSkF71coaEsBa6+ysjKGDRvWIfmp5DulPqiioiL69OkTs2fPjrlz58aIESMaA1WvXr1i+PDhce655xY9vqGhIRoaGpptX716tUDVBuW4bvWplYu4k/+PUF9f3y0bLN1Zd12z7n7tl+PXZ1ezZqWzZqXpyrXqrAwFAFAuSmpKXXTRRfHggw/G66+/HtXV1XHMMcfEgQceGIceemhERFx55ZUxduzYxneWGTt2bCxZsiTuuOOOTpk8AEA5kKEAAJorqSm12WabxW233Rabb755LFiwIJ555pk49NBD4//+7/8iIuKyyy6L9ddfP6699trYeOONY8qUKTFy5MhYtGhRp0weAKAcyFAAAM2V1JQ67bTTWt3nwgsvjAsvvLDNEwIA6GlkKACA5rxvNAAAAAC505QCAAAAIHeaUgAAAADkrqTXlILO8MRG2fX9cplFxB4RcVlEnBMRUzvgfF+NszPr/z3+a9knGL99B8xi3VJTU5NZPztlH3/01EIHzgYAOldWhsorP3WGdmUo+alNsjKU/AR0JndKwXtOioiDI+LErp4IAAAArAPcKcW67dVXY/dVq2JRRBz93qZjIuLWiKiIiLci4rWumhsAAAD0YJpSrNu22Sb+8N5fV7/354cj4q/v26Ui3xkBAADAOsGv77Fu+/nPY8V7f638wJ8rIuL4/GcEAAAA6wRNKdZtxx8fB2+wQYulvSPijnxnAwAAAOsMTSl4z6oP/AkAAAB0Hk0p1nl/r6iIuRExNSK++t6fcyPizS6dFQAAAPRsXuicLrffL37dyh6f69Tnn1NZGdtERMN7j2+IiN7ve9xW/z338uwdfnNTO5+BUl3eyqvWX37Xn4rWCtt9ooNnAwDtk52hOjc/dSYZqntpT36KkKGAbO6Ugni3AbVHRDz63p/tbUgBAAAA2TSl4D0nRcTBEXFiV08EAAAA1gF+fY9126uvxu6rVsWiiDj6vU3HRMStEVEREW9FxGtdNTcAAADowTSlWLdts0384b2/rn7vzw9HxF/ft0srv0YPAAAAtIFf32Pd9vOfx4r3/lr5gT9XRMTx+c8IAAAA1gmaUqzbjj8+Dt5ggxZLe0fEHfnOBgAAANYZmlLwnlUf+BMAAADoPJpSrPP+XlERcyNiakR89b0/50bEm106KwAAAOjZvNA5XS5Vfi6z3tkvND6n8nexTSyNhugVERVxQ6ToHSuiIXpH+uPw7LnNzyi+nP28u532dmb92Q2vLF4cPSb75LTN6G8ULe32Yvahzy4sdPBkACBbVobq/DdqmVS00q78FNGuDJWZnyJkqM6QkZ8isjOU/ARoSkFENETv9z2q+MBjAAAAoKP59T0AAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxVdfUEIDbq4uf/6S8jVi5rsTS1TyHz0PRATdFaxY+yn/bZv7Uyr9F7trIDeeq7Yys7XLlx0VJ174pYOKxj5wMAXZqh7rizaKk9+SminRlKfup2MjNURn6KiCjsN79jJwN0O+6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALmr6uoJFHP44YfHnDlzWqwVCoWcZ0Nnmrppa5/Pms6dwKk/jaivb7n2y09lHvrHqzKKv2jleY+dml3/2ZKipfNO+knmoT+Ir7Ty5HS4MdsXr1VXR5yxMIYPHx71LVxrvqcBHanY95oI3296muwM1cn56bjri9fak58i2pehMvJThAzV7WTlp2j9KvY9DcqfO6UAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1dUTgNa8tCi7/tH+nffcn/3XFZn1PeKLGdVftHL2PTKrQ076edHaD+IrrZybclJTU5NZL2y5ZfYJ7ruv4yYDQI9Qvvkpoj0ZKis/RchQPU27MpT8BN2CO6UAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7qq6egLQmnf+Vmhlj5pOe+55cWxm/YFOe+aI6XFCJ56dclJz8W6Z9da+QgBY98hPkJ2h5CfoHtwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1dUTaIuamprMeqFQyGkmdAt3/aR4bfRX2nXq/4yrMuvfjW+06/ywVk56KLO8x7bZ9am/8D0ReFdWhpKf1jFZ+SmiXRlKfqLbyMhQ8hN0D+6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALmr6uoJFLNt7BT9YuMWazNjRuaxH926JrP+0muFNs+L7qew3bCitV/FhKK1PtG71XN/964NMutDRv+8aG16nNDq+aEjVFycXfcdD9Yt28fOsTgWt1jLylDy07olKz9FZGeoiIjvxVlFa+3JTxEyFPmQn6B7cKcUAAAAALnTlAIAAAAgd5pSAAAAAOSupKbUeeedF3/+859j4cKFUVdXF/fee2/suOOOzfYbN25c1NbWxpIlS2LixImxyy67dNiEAQDKifwEANCykppSw4cPj2uuuSb22WefGDFiRFRVVcXDDz8cG2zwzxczPOecc+Kss86KM888M/bcc8+YN29ePPLII9G/f/8OnzwAQHcnPwEAtKykd9877LDDmjz+0pe+FH//+99jjz32iMcffzwiIsaMGRMXXXRR3HvvvRERcfLJJ0ddXV0cd9xxccMNN3TQtAEAyoP8BADQsna9ptSGG24YERH/+Mc/IiJi2223jc033zwefvjhxn0aGhpi0qRJse+++7bnqQAAegT5CQDgXSXdKfVBEyZMiMcffzxmzJgRERGDBg2KiIi6urom+9XV1cXgwYNbPEfv3r2jT58+jY+rq6sjImKD/htEv+p+LR5THdXZE6vILldW9rzXd1/zMfXEj609+lT3LlrrXd0rIv55zbWoqlfm+ftVF/8SavU6LUNr1ipzzWim09etle/k5fh9wfe00lmztumK9eqI/BRRPEMBAJSLNjelrr766vjYxz4W++23X7NaSqnJ44qKimbb1jj//PNj/PjxzbY//MJv2jq1Vg0b0Gmn7nJDhw7t6il0K8MWDmt1n9ra2rY/wais4tFtP2831641W4dZt9L5nlY6a9a9dVR+iiieoV6+7rqoX7G65YO+tGfR8200sGgpIiIKhew6PcuRhQMy671riv9a6XeWnZp57PR4uU1zgg613pVdPQMg2tiU+vGPfxxHHHFEHHDAAU3+kzVv3ryIePcnfmv+HhExcODAZj/9W+OSSy6JCRMmND6urq6O2tra2OnuZ2LuspUtT+CMA9sy7UaTJk1q1/HdUWVlZQwdOjSmTZsWq1cXCaI0sWbNrtzi9mioX9HiPt+/4ZvZJzl9Wkax5/3HcM3X5xZbbBH19fVdPZ2y0enrduulmeVJ2+zT8c/ZyXxPK501a5uqqqoYMmRILs/VkfkponiGAgAoFyU3pa666qoYNWpUHHjggfHKK680qc2ePTvmzp0bI0aMiKeffjoiInr16hXDhw+Pc889t8XzNTQ0RENDQ7Pti1auLv5Tvnb+p64nh/XVq1f36I+vMzTUryjalKpf0cq1Vl/8J9gRPbdpU19frynVBp22biubfw99v3L+nuB7WumsWWnyWquOzk8RxTMUAEC5KKkpdc0118Rxxx0XRx55ZNTX18dmm20WERELFiyIZcuWRUTElVdeGWPHjo2ZM2fGzJkzY+zYsbFkyZK44447On72AADdnPwEANCykppSX//61yOi+a+/nXLKKXHrrbdGRMRll10W66+/flx77bWx8cYbx5QpU2LkyJGxaNGiDpoyAED5kJ8AAFpWUlOqoqKVt7V7z4UXXhgXXnhhmyYEANCTyE8AAC3zvtEAAAAA5E5TCgAAAIDclfzue7nZ9DMRy+e0XDvv5exjf7B9ZnmPxTVFa1P7FVqbGT3MMXO+GanIO+V958FftHJ09rUGuWgY08oOvq/BOmXAgREri7zTZ1aGakd+ipCh1jUn1p9etCY/URbkJ+gW3CkFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAclfV1RMo5rcHRKwsUquJ7dt17qn9Cu06np5l6xkRsapIcfQX85wKFPHHzOqCQz6ZWV+2eU3R2usF3w+hp5l0UMTqIrX2ZCj5ifcb/ExGUX6i2yieodqTnyJkKOgo7pQCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAuavq6gkUs019RKxuufbWJ7OPPTp+llnf40c1RWsVt2Wfu1AoZO9A2Xmq96RYvbrIxXbixtkH37Z9x0+Idc6J8W+Z9RUp+5veh36bff4N44Xixd9l/zNQ+PT87JMD3c52CyMitVzLylCt5aeamuL5aW3IUD3L1D4Zn0/5iZy0J0O1Kz9FyFDQQdwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1dUTKGaXhyPmLGm5Vti9kHnso2/WZNYrHruleHH4KdkTY51y6m2TMus/zWke9Gy3xTWt7HBoZnnMsQ9l1g+JKUVrj243LfPYmrO/nlkvXD4/sw7kb6vfRtSvaLmWlaFay0+RlZ8iIkafkl1nnSE/kZf2ZKj25KeI9mUo+Qn+yZ1SAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdVXT2BovpfEVG1tE2HPj0wu777RfsXL17QyskLJU+HMvbL9OXsHSrymQfrtu+cNDKzvk/fz2Sf4K6MC3X0D7OP3efrmeU9DqvJrE990DdNyF319RErV5R8WLvyE7yP/ER3kZWh2pWfItqVoeQn+Cd3SgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5K6qqydQ1Gt7RSxa3WKpZvRbmYcWCoXsc798S9HSRXFt5qE1T9dkP/furTw3ZeXRqdmfz5rIvh6gI3wvzsreYXQrJ7h5j4zaXzIPveBL92bWPxT/k1mfmFkFOsUrn4hoSC2WsjJUe/JTRPsylPzUs8hPdBeZGao9+SmiXRlKfoJ/cqcUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyF1VV0+gmL9e/MlYPWdOi7Wb49pWjt4rs5oWfa9orSKmZJ/6Q7e08tysSwqFQtFaTU1NjjOBDF+aWrx2158zD73oP0dln3tidvlPe2xftPaJqcW/foC2e3Hc0Ej19S3WsjNU2/NThAzF2svKTxEyFN1EVn6KaF+Gakd+ipCh6FncKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAAByV9XVEyhm3m9/GytXrmyxdsGsl7IPrvlzdr1QyKjVZB8aGcfC+xSyrrOIqKnJvtago2wZ2xStvTH6o5nHpl9tn33yXbPLFY8VrxWqs48F2mbupEmxevXqFmuZGao9+SlChqLDyFB0B1n5KaKdGaod+SlChqJncacUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyF1VV0+gLQrbfTSzvscnajLrU6NQ/NwZNehIhUL2tVZTk30dw9p6I14pWvvXuDP74NOyy1MfzL6OfUeF7iUrQ7UnP0XIUOQnK0PJT3SUrPwU0b4MJT/BP7lTCgAAAIDcaUoBAAAAkDtNKQAAAAByV3JTav/994/7778/amtrI6UURx55ZLN9xo0bF7W1tbFkyZKYOHFi7LLLLh0yWQCAciQ/AQA0V3JTql+/fjFt2rQ488wzW6yfc845cdZZZ8WZZ54Ze+65Z8ybNy8eeeSR6N+/f7snCwBQjuQnAIDmSn73vYceeigeeuihovUxY8bERRddFPfee29ERJx88slRV1cXxx13XNxwww1tnykAQJmSnwAAmiu5KZVl2223jc033zwefvjhxm0NDQ0xadKk2HfffVsMVb17944+ffo0Pq6uro6IiMrKyqisbONLXm1QnVlu83m7sTUfU0/82DpLd1+zNV8L3cmaOXXHuXVn3Xnd1o++2Tv075rvp93967M7smZt0x3Wqy35KaJ4hgIAKBcd2pQaNGhQRETU1dU12V5XVxeDBw9u8Zjzzz8/xo8f32z7kCFD2j6R/1uYWR7W9jN3e0OHDu3qKZSd7rpmCxdmX8ddqba2tqunUJbKc92uy6x29vfT7vr12Z1Zs/LTlvwUUTxDtdXUqwoddi7oKoVC9nVcU1OT00zo6X551z6Z9anbtfzr2kBTHdqUWiOl1ORxRUVFs21rXHLJJTFhwoTGx9XV1VFbWxvTp0+PlStXdsb0eqTKysoYOnRoTJs2LVavXt3V0ykL5bxmw4cP75LnXfP1ucUWW0R9fX2XzKEcdet1u/XKzPKkbbqmjV/OX59dxZq1TVVVVft+ENaBSslPEcUzFABAuejQptS8efMi4t2f+K35e0TEwIEDm/30b42GhoZoaGhotn316tVCdRtYt9KV45p1dWOjvr6+y+dQjrrluq1ckVnu6q+Ncvz67GrWrDTdYa3akp8iimcoAIBy0aEvpDB79uyYO3dujBgxonFbr169Yvjw4TF58uSOfCoAgB5BfgIA1lUl3ynVr1+/+OhHP9r4eNttt42hQ4fGP/7xj3j99dfjyiuvjLFjx8bMmTNj5syZMXbs2FiyZEnccccdHTpxAIByIT8BADRXclOqpqYmHnvsscbHV1xxRURE3HLLLfGlL30pLrvsslh//fXj2muvjY033jimTJkSI0eOjEWLFnXYpAEAyon8BADQXMlNqUmTJkVFRUXmPhdeeGFceOGFbZ4UAEBPIj8BADTXoa8pBQAAAABrQ1MKAAAAgNyV/Ot7QNcrFAqZ9Zqamk59/m/Hf0VDrGixdtbsMzOP/cg22eeeN6t4bf3tW5kYLfvxy8Vrg1pb1OxrDQDKSVdmqO/F1Zn1rAzVnvwUIUO1SVZ+ipChoIO4UwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqqrJ8Daq6mpKVqrrq6OhQsXdslzR0QUCoVOe25K11mfj8rKd/vYIybtGatXr25xn+ffzn7uR9/Ofo4ZGbVnl2Zfh7utn33unuo7MSGzvuwb2xetHT3V1y7Q82XlmM7MMPJT+enKz0lWhmpPfoqQoVrSnvwUIUNBR3GnFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMhdVVdPgH/a4/yazHqhUChaq6x8t784bOHwiFX1ES9ExA0RcXpE7PTuPp865GdFj380TipxtpC/ZTOKfw1ERGR8iURERE1N9tdYufpenNXmY4/uwHkAdJX2ZKjW/m04JIrnpwgZivLQngwlP7VMhoKO4U6pnuqRiHj6vT8BAAAAuhlNqZ7k1VcjXlgV8WJETHxv28R49/GLEQPjra6bGwAAAMD7+PW9nmSbbZpveyciznj3r3fEWfGpVm5BBwAAAMiDO6V6kp//PGK9IrX1Ii6Or+U6HQAAAIBiNKV6kuOPj7hug5ZrV0f8PvbNdz4AAAAARWhK9VQVH/gTAAAAoBvxmlI9zUYVERtHxMCIOCwiHoyIN+PdbQAAAADdhKZUTzOwMuKOiOgV794l9dmIWBERvbt0VgAAAABNaEp1I1MvKbT7HB/6XER9fbHqSe0+fzE1NTVFa4VC+z8u6BA39M2un74sn3l0tLt+kVn+a8UXi9ZW+/IEeoCOyFDFPNpF+SlChqKbkJ9aJENBx/CaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAuavq6gnwTzU1Ndk7/HSroqXqXv1j4bDnOnhGHaPmxb9n1gs7fjinmZCHj26dfR0vGZh9/JxCoQNn01Th409k1mueyJj7fh08mVJc9nJm+YnPb59ZX92JawrQHbQnQ3VnMtS6JStDlW1+iui2GUp+gu7BnVIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd1VdPQH+qVAoZNZ/V/PnorXe1b0iTuzoGXWQ4w7LrrfycVNeqmuz67NaO8H48W2rdYBC3+LX4impJvPYZy9/uXixd0X2E1+ZcWxEFPabn3380+X5NVSzTfE1ra6ojoWxMIY/tlHUN6SWd3qn+LkL/9rKmgE9SmsZqqYm+3t4tyVDrVOyMlS78tPa1NshKz9FZGeozPwUEXHO9tn19mSoMs1PEdkZKiIibsxYl3eyD5WhyJs7pcrUoHg1josrY1C82tVTAQAAACiZplSZGhJTYpt4MYbElK6eCgAAAEDJ/PpeGflQvB0bxOJIEbFLTI14789nYp/ovaoq4lV3TQEAAADlQVOqjJwZ32n8+5pXWNkg6uPU+EHEkojY5vsR1dVdMjcAAACAUvj1vTLyqzglVr33KVvzsslr/lwVlRE//3mXzAsAAACgVJpSZWRG7BW3xDkt1m7fYGzE8cfnPCMAAACAttGUKlOr37tHanW08lbzAAAAAN2Q15QqM0uiOhbFh2JhbBzTYt8YGpPjQzE/llR4LSkAAACgfGhK5exfamqK1v5WKGQe++nCXhER8WLDQZF69YqBFRUxN50V81asiL379u3QeeapZtZTmfXCdsNymgkd4alV2ddxTRT/GoiIiN/8pmhp1feK19bmudvjlqmtnPvg+UVLlZXv3pQ6adKkWL16dQt7FD+2u9vtQ9mfz747tvHE1RGxMCLGDY2ory/58Jrtsr8nFj7+RNvmBXSJrPwU0XqGKmTUa1o5d3eWlaHkp/KTlWPak58iunGGyshPERHRytd2uWaoTstPjbZv85EyFHnTlCpDqXfvfz6oqIjUu7df4gMAAADKiteUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADIXVVXT2Bd0z+jVuiA8383JkRDrGixdkF8vQOeoROM/kpmuSamZNZXPbV30dpTqzpiVelIhUL256SmpqZobb1hrZz8hxtnP/fw+a2cgA/K+nx0azfNyK5/3LUA5SQrP0W0L0NdFNdm1rttforIzFDtyU8RMlR30578FNG+DCU/tY0MBWvHnVIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALmr6uoJrGsKhUKbj62pqSlaq66ujoULF8Z/xllRH/Vtfo7uae/M6npbFK8VXuvgqdC9/b/tM8u/igmZ9dFxVtHa8nZ87Xa1fhnfO3bOcR65ejL7Wogo388nrIvak58isjNUz9X2/BQhQ61zMjJUe/JTRPlmqKz8FCFDQUdxpxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcdVpT6owzzohZs2bF0qVLo1AoxH777ddZTwUA0CPITwDAuqRTmlKjR4+OK6+8Mi666KIYNmxYPP744/Hggw/GVltt1RlPBwBQ9uQnAGBd0ylNqbPOOit++tOfxk9/+tP429/+Fv/+7/8er7/+epxxxhmd8XQAAGVPfgIA1jVVHX3CXr16xR577BE/+MEPmmx/+OGHY9999222f+/evaNPnz6Nj6urq9+dWFWHT63sfeQjHyla69+/f0REbL755o1ruM7IaK1mXUeVlZWN+6xevbqjZ9Uj5bFmWdd5e1VHv8x6VRR/7lXt+J7U1ddaVcaadt5qt09nf0/rif/GdPV1Vq66y7VQan6KKJ6h1lwL/NM6l43WRkV22XVUXjrzGu8TvTPrlZH93OV6LVW2sqbr6neVcv180rE68jro8CQ2YMCAqKqqirq6uibb6+rqYtCgQc32P//882P8+PHNtu+6664dPbWyV1tb2+o+L7zwQg4zKSObtr7LkCFDOn8ePUxnrtnaXOed5/ROPXuXXWsZa9qVq702fE8rne9pbbPJJptEfX19lz1/qfkponiGGjp0aGdMsawtXLiwq6dQfgZ09QQoRdde4//Whc/diVpZU99VoGPyU6f9eDCl1ORxRUVFs20REZdccklMmDCh8XF1dXXU1tbGFlts0aXhsNxYt9JZs9JZs7axbqWzZqWzZm2zZt3+8Y9/dPVUImLt81OEDNURrFnbWLfSWbPSWbO2sW6ls2al68j81OFNqbfeeitWrlzZ7Kd6AwcObPbTv4iIhoaGaGhoaLa9vr7eBdEG1q101qx01qxtrFvprFnprFl5KjU/RchQHcmatY11K501K501axvrVjpr1jU6/BdCV6xYEVOnTo0RI0Y02T5ixIiYPHlyRz8dAEDZk58AgHVRp/z63oQJE+K2226LQqEQf/rTn+L000+PrbfeOq6//vrOeDoAgLInPwEA65pOaUrdddddsemmm8Z3v/vd2HzzzePZZ5+Nww8/PF577bVWj12+fHmMHz8+li9f3hlT67GsW+msWemsWdtYt9JZs9JZs7bpTuvWnvwU0b0+lnJhzdrGupXOmpXOmrWNdSudNStdR65ZRUS0/OqZAAAAANBJOvw1pQAAAACgNZpSAAAAAOROUwoAAACA3GlKAQAAAJC7bteUOuOMM2LWrFmxdOnSKBQKsd9++3X1lLqN/fffP+6///6ora2NlFIceeSRzfYZN25c1NbWxpIlS2LixImxyy67dMFMu4/zzjsv/vznP8fChQujrq4u7r333thxxx2b7Wfdmvra174W06ZNiwULFsSCBQti8uTJceihhzbZx5plO++88yKlFFdccUWT7dbtn8aNGxcppSZj7ty5zfaxXk195CMfidtuuy3eeuutWLx4cTz11FPx8Y9/vMk+1q2p2bNnN7vWUkpx9dVXN+5T7msmP2WToUonQ5VOfmo/+WntyFBtI0OVJs/8lLrLGD16dFq+fHk69dRT07/8y7+kK664ItXX16etttqqy+fWHcahhx6avve976VRo0allFI68sgjm9TPOeectGDBgjRq1Ki06667pjvvvDPV1tam/v37d/ncu2o8+OCD6eSTT0677LJL+tjHPpZ+/etfp1deeSVtsMEG1i1jfPazn02HHXZY2mGHHdIOO+yQvv/976fly5enXXbZxZqtxaipqUmzZs1KTz/9dLriiisat1u3pmPcuHFp+vTpabPNNmscAwYMsF4ZY6ONNkqzZ89ON910U9pzzz3T4MGD08EHH5y2224765YxBgwY0OQ6O+SQQ1JKKQ0fPrxHrJn81PqQoUofMlTpQ35q35Cf1n7IUKUPGar0kWN+6voPds148skn07XXXttk23PPPZcuvvjiLp9bdxstBao5c+akc845p/Fx79690/z589Ppp5/e5fPtLmPAgAEppZT2339/61biePvtt9OXv/xla9bK6NevX3rhhRfSIYcckiZOnNgkVFm3pmPcuHHpqaeeKlq3Xs3HJZdckv7whz9k7mPdWh9XXHFFmjlzZo9ZM/mptCFDtW3IUG0b8tPaDfmptCFDlT5kqPaPzspP3ebX93r16hV77LFHPPzww022P/zww7Hvvvt20azKx7bbbhubb755k/VraGiISZMmWb/32XDDDSMi4h//+EdEWLe1UVlZGUcffXT069cv/vSnP1mzVlxzzTXxwAMPxKOPPtpku3Vr2Q477BC1tbUxa9asuPPOO2PbbbeNCOtVzBFHHBGFQiHuuuuuqKuri7/+9a9x2mmnNdatW+t69eoVJ5xwQtx0000RUf5rJj+1X7lfA3mRoUojP5VGfiqdDFUaGap9OjM/dZum1IABA6Kqqirq6uqabK+rq4tBgwZ10azKx5o1sn7ZJkyYEI8//njMmDEjIqxblt122y3q6+tj+fLlcf3118eoUaPi+eeft2YZjj766Pj4xz8e559/frOadWtuypQpcdJJJ8WnP/3p+MpXvhKDBg2KyZMnxyabbGK9ithuu+3ijDPOiJkzZ8anP/3puP766+PHP/5xnHjiiRHhOlsbRx11VGy00UZxyy23RET5r5n81H7lfg3kRYZaO/JT6eSn0slQpZOh2qcz81NVh8ywA6WUmjyuqKhoto3irF9xV199dXzsYx9r8cVfrVtzL7zwQuy+++6x0UYbxRe+8IW49dZbY/jw4Y11a9bUlltuGT/60Y9i5MiRsXz58qL7Wbd/euihhxr//uyzz8af/vSnePnll+Pkk0+OJ598MiKs1wdVVlZGoVCICy64ICIinn766dh1113jjDPOiNtuu61xP+tW3KmnnhoPPvhgsxeELfc1K/f5dwfWsDgZau3JT6WRn9pGhiqdDNU+nZmfus2dUm+99VasXLmyWVdt4MCBzbpvNDdv3ryICOtXxI9//OM44ogj4qCDDora2trG7datuBUrVsTLL78cU6dOjbFjx8a0adPiW9/6ljUrYo899ojNNtsspk6dGitWrIgVK1bEgQceGN/85jdjxYoVjWtj3YpbsmRJTJ8+PXbYYQfXWRFz586N5557rsm2559/PrbeeuuI8D2tNVtvvXV86lOfihtvvLFxW7mvmfzUfuV+DXQ2Gao08lNp5KeOIUO1ToZqu87OT92mKbVixYqYOnVqjBgxosn2ESNGxOTJk7toVuVj9uzZMXfu3Cbr16tXrxg+fPg6v35XXXVVfP7zn4+DDz44XnnllSY167b2Kioqok+fPtasiEcffTR222232H333RvHX/7yl7j99ttj9913j1mzZlm3VvTu3Tt23nnnmDt3ruusiD/+8Y+x0047Ndm24447xquvvhoRvqe15ktf+lK8+eab8cADDzRuK/c1k5/ar9yvgc4kQ7Wf/JRNfuoYMlTrZKi2yyM/dfmruK8Za97S+Etf+lL6l3/5lzRhwoRUX1+ftt566y6fW3cY/fr1S0OHDk1Dhw5NKaU0ZsyYNHTo0Ma3fD7nnHPS/Pnz01FHHZV23XXXdPvtt6/Tb2EZEemaa65J8+fPTwcccECTt7Ps27dv4z7Wrfm46KKL0n777ZcGDx6cdtttt/T9738/rVy5Mn3qU5+yZiWMD757jHVrOi6//PJ0wAEHpG222Sbttdde6f77708LFixo/J5vvZqPmpqa1NDQkM4///y0/fbbp2OPPTYtWrQoHXfcca6zVkZFRUV65ZVX0iWXXNKsVu5rJj+1PmSo0ocMVfqQnzpmyE+tDxmq9CFDtW3klJ+6/gN9/zjjjDPS7Nmz07Jly1KhUGjytrPr+hg+fHhqyc0339y4z7hx49KcOXPS0qVL02OPPZZ23XXXLp93V45iTj755Cb7Wbem48Ybb2z8Oqyrq0uPPPJIY6CyZms/PhiqrFvTceedd6ba2tq0fPny9MYbb6Rf/vKXaeedd7ZerYzPfOYz6ZlnnklLly5Nzz33XDrttNOa7WPdmo8RI0aklFLaYYcdWqyX+5rJT9lDhip9yFClD/mpY4b81PqQodo2ZKjSRx75qeK9vwAAAABAbrrNa0oBAAAAsO7QlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNz9fxl2vqzWOCJ3AAAAAElFTkSuQmCC" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 46 + }, + { + "cell_type": "markdown", + "id": "fcf8dcabc3ff4adf", + "metadata": {}, + "source": [ + "#### Tile 12, 9 - Roberts Bank\n", + "\n", + "* change 4 fake islands to 4m deep" + ] + }, + { + "cell_type": "code", + "id": "a1fbf490ca357758", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:54.498049083Z", + "start_time": "2026-01-28T17:07:54.209890176Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([53, 52]),\n", + " numpy.array([54, 53]),\n", + " numpy.array([55, 53]),\n", + " numpy.array([55, 51]),\n", + " numpy.array([57, 50]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 47 + }, + { + "cell_type": "markdown", + "id": "b0b221324a66e6c9", + "metadata": {}, + "source": [ + "#### Tile 12, 10 - Point Roberts & Tsawwassen\n", + "\n", + "* add Tsawwassen ferry terminal and spit\n", + "* add Roberts Bank port and spit\n", + "* change fake island SE of Pt. Roberts to 4m deep" + ] + }, + { + "cell_type": "code", + "id": "bb8a0682c8c9e81a", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:54.727009446Z", + "start_time": "2026-01-28T17:07:54.500052627Z" + } + }, + "source": [ + "x_min_max = tile_x_min_max[10]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Tsawwassen ferry terminal and spit\n", + " numpy.array([11, 33]),\n", + " numpy.array([10, 33]),\n", + " numpy.array([9, 33]),\n", + " numpy.array([8, 33]),\n", + " # Roberts Bank port and spit\n", + " numpy.array([1, 43]),\n", + " numpy.array([1, 42]),\n", + " numpy.array([3, 42]),\n", + " numpy.array([4, 42]),\n", + " numpy.array([5, 42]),\n", + " numpy.array([6, 42]),\n", + " # fake island SE of Pt. Roberts\n", + " numpy.array([36, 3]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts[:-1]:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "adj = to_array_indices(adj_pts[-1], y_min_max, x_min_max)\n", + "adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 48 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 13 - Carmanah Point to Fraser River", + "id": "5710ef0bc7cc71b5" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:54.785297432Z", + "start_time": "2026-01-28T17:07:54.728778876Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([420, 450])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "edf7d870f03863fa", + "outputs": [], + "execution_count": 49 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 13, 6 - Stz’Uminus, Saltair & Chemainus\n", + "\n", + "* connect Bare Point opposite Chemainus" + ], + "id": "6e7ff7a5c82282eb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:54.986279764Z", + "start_time": "2026-01-28T17:07:54.791190683Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([61, 20]),\n", + " numpy.array([61, 22]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = np.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "7dc0e962d9f1d276", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 50 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-03T22:13:23.086651Z", + "start_time": "2025-09-03T22:13:23.083668Z" + } + }, + "cell_type": "markdown", + "source": [ + "#### Tile 13, 7 - Thetis & Penelakut Islands, Valdes Island, North Galiano Island\n", + "\n", + "* assign average depths to 1 fake island and fake point on west shore of Thetis Island\n", + "* connect south point of Wallace Island\n", + "* surface Hall Island\n", + "* surface Norway Island\n", + "* fix Reid Island and remove north islets\n" + ], + "id": "d8f15260b74b80a9" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:55.260351291Z", + "start_time": "2026-01-28T17:07:55.008548071Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # connect south point of Wallace Island\n", + " numpy.array([53, 2]),\n", + " # surface Hall Island\n", + " numpy.array([45, 29]),\n", + " numpy.array([45, 28]),\n", + " # surface Norway Island\n", + " numpy.array([40, 29]),\n", + " numpy.array([40, 30]),\n", + " # fix Reid Island\n", + " numpy.array([44, 39]),\n", + " numpy.array([45, 39]),\n", + " numpy.array([44, 38]),\n", + " numpy.array([45, 38]),\n", + "]\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # fake island and fake point on west shore of Thetis Island\n", + " numpy.array([19, 42]),\n", + " numpy.array([19, 44]),\n", + " numpy.array([20, 45]),\n", + " # fake islets north of Reid Island\n", + " numpy.array([44, 42]),\n", + " numpy.array([42, 41]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for land_pt in land_pts:\n", + " land = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[land] = np.nan\n", + "# fake islet north-west of Reid Island\n", + "adj_pt = numpy.array([42, 41])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([41, 40]),\n", + " numpy.array([41, 41]),\n", + " numpy.array([41, 42]),\n", + " numpy.array([43, 40]),\n", + " numpy.array([43, 41]),\n", + " numpy.array([43, 42]),\n", + " numpy.array([42, 42]),\n", + " numpy.array([42, 40]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "# fake islet north of Reid Island\n", + "adj_pt = numpy.array([44, 42])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([43, 41]),\n", + " numpy.array([43, 42]),\n", + " numpy.array([43, 43]),\n", + " numpy.array([45, 41]),\n", + " numpy.array([45, 42]),\n", + " numpy.array([45, 43]),\n", + " numpy.array([44, 43]),\n", + " numpy.array([44, 41]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "# fake islet west of Thetis Island\n", + "adj_pt = numpy.array([19, 42])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([18, 41]),\n", + " numpy.array([18, 42]),\n", + " numpy.array([18, 43]),\n", + " numpy.array([20, 41]),\n", + " numpy.array([20, 42]),\n", + " numpy.array([20, 43]),\n", + " numpy.array([19, 43]),\n", + " numpy.array([19, 41]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "# fake point on west shore of Thetis Island\n", + "adj_pt = numpy.array([19, 44])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([18, 43]),\n", + " numpy.array([18, 44]),\n", + " numpy.array([18, 45]),\n", + " numpy.array([20, 43]),\n", + " numpy.array([20, 44]),\n", + " # numpy.array([20, 45]), # land\n", + " numpy.array([19, 45]),\n", + " numpy.array([19, 43]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "adj_pt = numpy.array([20, 45])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([19, 46]),\n", + " numpy.array([19, 45]),\n", + " # numpy.array([19, 44]), # land\n", + " # numpy.array([21, 46]), # land\n", + " # numpy.array([21, 45]), # land\n", + " # numpy.array([21, 44]), # land\n", + " numpy.array([20, 46]),\n", + " numpy.array([20, 44]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "2a388523344d382e", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 51 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 13, 9 - Fraser River Main Channel, Westham Island, Steveston\n", + "\n", + "* little pixel islands are okay, as long as water can go everywhere\n", + "* add a final point to Steveston Jetty (change to 4m deep)\n", + "* make southern channel of Fraser River contiguous (change 1 cell to to 4m deep)\n" + ], + "id": "92d87b8fe6dd310b" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:55.480643851Z", + "start_time": "2026-01-28T17:07:55.278089793Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([47, 36]),\n", + " numpy.array([62, 3]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "d598818c119aa8d9", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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Jk+NHP/pR/O53v4vPfe5z8clPfjKGDRsWzz33XIO/h5MmTYrvfe97sd9++8WDDz4Yb7/9dvzv//5vDB06NCLee7517do1vvvd7zb6+tb9p6GlX2MA/o+MJqNlkdE6R0aD9uTd9+gU+vfvHwsXLqx/3KVLl9hqq63i7bffjkMPPTS23XbbGD58eP1P3iIiNt988w02n+uvvz7OO++8+OpXvxo9evSIsrKyuOGGG9r0Gm+99VY8//zzccEFFzRZf/96NKfQT12uuuqq+MpXvhLHHHNMHH744bFkyZJGP/Fszttvvx39+/dvtP2D2+rC5IABAxq9Fe4222xT/2KgERGrVq2K7t27Nzpn3759G+xX6Fp12wq9uGVE1J/n2GOPjVdffbXgfsUYNWpU/O53v4vHH388jj322Fi9enWjfWbNmhWDBw9utL1u2wsvvNBg+w477BCPPfZYlJSUxMEHH9zk2wjvueeeseeee8Zxxx3XqDZ//vx47rnnYu+9945Vq1bFyy+/XPD61dXVMX/+/MzPsaSkJCLe+0lrsQp9nWpqaup/+n3SSSfFr371q0bP+759+8a7775b/3jt2rVxxRVXxBVXXBGbbbZZHHbYYXHJJZfEH//4x9h+++1jyZIlsWbNmrjtttsavetOnQULFhT9OQDQkIzWmIxW+Fp122S0jpXRoD1pStEpfPnLX45nnnmm/vFxxx0XXbt2jccee6z+m/kHf9r1jW98o9F56vbp0aPHet1CW8jixYvjN7/5TXzrW9+Kbt26xf333x+vv/56i8/XlN///vdx5JFHxrx58xr8Z/yD6j6nYn7aWOeZZ56JJ598Ms4999zYc88948Ybb2zy3USyTJkyJY4++ujo169f/e3hpaWlcfzxxzfY709/+lNEvNd0mDFjRv32YcOGxe677x4//vGP67e98sor8fGPf7zB8TvvvHPsuuuuTQaeE088MSZPnlz/eIcddoj9998/fvWrXxWc9x//+MdYvXp1fOQjH4l77rmniM+4aSNHjozf/e538Ze//CU+//nPN/qJbJ177703rr/++vjkJz9Z/y4tXbp0iZNOOimmTZvW4KeU22+/fTz22GPRpUuXOPjggxu8G8v7NXUb+ymnnBKnnHJKHHPMMQ1C0r333hvjxo2L7bbbLt54442IiOjTp0984QtfiPvuu6/gO8LUqXsHove/M836+sIXvhDf//7365+zffr0ic997nPxxBNP1AeolFKjv8tHHnlkbLfddvHyyy83ed6lS5fG3XffHdtuu21cddVVseOOO8ZLL70UU6ZMib333juef/75JsMnAK0no71bcD8ZTUbrLBkN2lu7v7CVYRQaH3xnl8MOOyydddZZadmyZenZZ59NXbt2TVtuuWV6++2307PPPps+//nPp6OOOirdcccdac6cOSmllMaOHVt/vroXwJwwYUL65Cc/mYYOHZq6du2aIt57Ec1rrrmm0RwKvaBj3Ys/ppTSoYce2qh+8803p6qqqkbbp0yZkmbNmtXkde6///76x/37908LFixIL774YvrmN7+ZDjnkkHTEEUekM844I91///1p2223bXDsSy+9lEaOHJmGDh1a/8KVTb2Q4gdH3Qtnrl27Nn30ox8t+mu0xx57pBUrVqQXXnghHXfccemzn/1sevDBB9Orr77a4EU0I957Z5e1a9emyZMnp5EjR6avf/3rafHixenVV19NW265Zf1+Y8aMSSmldO2116ZDDz00nXrqqemll15KFRUVme/scuSRR6YTTzwx/eMf/0hLly6tf4eb96/F++d+3nnnpdra2nT99denY445Jh100EHpS1/6Urr88subfOHRQuPTn/50WrFiRZo/f346+OCDG7xz0L777tvghba7deuWZs2alV599dV04oknphEjRqS777471dbWpoMOOqh+vw9/+MPp5ZdfTitXrkxjxoxpdM73f/2z/u588Gvft2/fVFFRkWbOnJmOOeaYdPjhh6fHHnssLV26NO266671+5144onpN7/5TTrllFPSIYcckkaPHp3uuOOOlFKqf2eh9R0ffPe9z3/+8+kLX/hCmj59eqqtrU37779//b633HJLWrlyZTrrrLPSIYcckr73ve+lysrK9NprrzX42t93333pkksuqX+XvpNOOinNnz8/LViwoP4dn3bbbbf09ttvp2nTpqWxY8em4cOHp89+9rNp3LhxDd71yTAMwyh+yGgymozW+TOaYXSQ0e4TMIyCo+4f7b333jv9z//8T1q2bFlaunRpuv322xu8I8l+++2XnnzyybR8+fJUWVmZbrzxxrTXXns1Cjxdu3ZNN954Y6qsrExr165t8A252MATEWn+/Plp9uzZTdZaG3gi3nvXliuvvDLNmzcv1dTUpLfeeis99dRT6Uc/+lHq1atX/X6HHnpoevrpp9PKlStTSql+vusTeLp27ZpWrlyZ/vCHP7T46/SpT30qTZ06Na1cuTItXLgwXXrppem0005rFHhKSkrS97///fT3v/891dTUpDfffDP96le/avKb9/e+97308ssvp+rq6vS3v/0tHXzwwQXf2eXLX/5yuvLKK1NlZWVauXJlevzxxxu8dfP71+KD1zn66KPTo48+mt599920cuXKtGDBgnTXXXc1GWKbe54WMnz48Ab79+vXL91yyy3prbfeStXV1Wnq1KlpxIgRDfap+9wKaeqdfJqaU1Nf+5122indc8896d13303Lly9PjzzySNp7770b7LPvvvumRx55JC1cuDDV1NSk5cuXp+nTp6dvfvObqaSkpKjnR11T6vvf/376wQ9+kF577bW0atWq9PTTTzd6e+XNNtss/fznP0+LFy9Oy5cvT3/+85/Tpz/96UZf+3/7t39Lf/nLX9Kbb76ZVq1alV555ZX085//PO2www6Nrv2LX/wivf7666mmpiZVVlamv/zlL2n8+PEtfr4bhmEYMpqMJqNtDBnNMDrIaPcJGEanHIMHD04ppXTGGWe0+1xaMz772c+mlFI64ogj2n0uhmEYhmEYrR0ymmEYRucZJf/6A7Cedtpppxg4cGBccsklscMOO8RHP/rRWLlyZXtPq2i77bZbDBw4MK666qpYsWJFfOITn2jvKQEAtJiMBtA5tXtnzDA607j55pvTmjVr0qxZsxq8Fk5nG1OmTEm1tbVp2rRpDX5P/f2jS5cumaO9P4c8hjVo3fq4jdwwDMPIa8hom1Y+sQaGsdGMdp+AYRgdcNS94Ggxv4e/sY3mXjMgpYavh7GpjbrXimrN6yoYhmEYhlHckNFkNMPYmEbRv763zTbbxKWXXhpHHHFE9OzZM/7xj3/E1772tQZvBTthwoQ4/fTTY4sttojp06fHt7/97XjxxReLuQzQzrbccssYNGhQ5j5z5syJ5cuX5zSj/PXp0yd23XXXzH0WLFgQ77zzTk4z6li6du3a6G2hP2jhwoUN3kIZNlXyE9BWZDQZDTY2693B2nzzzdOCBQvSTTfdlPbZZ580cODAdOihhzZ4S89zzjknLV26NI0ePTrtscce6c4770wVFRWpT58+7d6BMwzDMAzDyHvIT4ZhGIZhGAXH+u88adKk9Oc//zlzn4ULF6Zzzjmn/nG3bt3SkiVL0umnn97en6hhGIZhGEbuQ34yDMMwDMNoehT163uzZ8+OP/7xj7HddtvF8OHDo6KiIq677rr4xS9+ERERgwYNivnz58fee+8dzz33XP1xv/vd7+Ldd9+NU045pdE5u3XrFt27d2+wbcstt3SrJQCQi/Ly8li4cOEGO/+GyE8RMhQA0H7aKj+VFbPzTjvtFGeccUZMnjw5LrnkkvjkJz8ZV199ddTU1MRtt90W/fv3j4iIysrKBsdVVlbGwIEDmzzn+eefHxMnTmzZ7AEA2sC22267wRpTGyI/RchQAED7aov8VFRTqrS0NGbMmBEXXHBBREQ899xzsccee8QZZ5wRt912W/1+KTW8+aqkpKTRtjqTJk2KyZMn1z8uLy+PioqKmD17dqxZs6aY6W3SSktLY/DgwTFr1qxYt25de0+nU7BmxbNmLWPdimfNitfZ16zHkUcWrB16ww+zD377M9n1xYVLW/cpjWfO3CGqqqqyz9EKGyI/RRTOUDNnzuyUzwEAoDg9hg/PrO976yXZJ3jrqMK1jPcqKu9WEhXn7dgm+amoptSiRYsavQvMSy+9FMcee2xERCxe/F7q69+/f/2fIyL69evX6Kd/dWpra6O2trbR9jVr1mhKFaG0tDQi3ls3QXT9WLPiWbOWsW7Fs2bF6+xrtibjp2wLV63IPri6mc93w/Wb1suGyE8RhTPUunXrOuVzAAAozrpmmkJVaxrnhAZWZ7yaU00LJtQCpcXs/OSTTzZ6681ddtklXn311Yh47203Fy1aFCNHjqyvd+3aNYYPHx5Tp05tg+kCAHQu8hMAQNOKulPqiiuuiKlTp8b5558fd911V3zyk5+M008/PU4//fT6fa688soYP358zJ07N+bOnRvjx4+P6urquOOOO9p88gAAHZ38BADQtKKaUjNmzIjRo0fHpEmT4oc//GEsWLAgxo0b1yAwXXbZZdGzZ8+47rrrYosttojp06fHqFGjYvny5W0+eQCAjk5+AgBoWlFNqYiIBx54IB544IHMfS666KK46KKLWjwpAICNifwEANBYUa8pBQAAAABtQVMKAAAAgNwV/et7AABtbc+7bi9YG3Hc2sxjPxx/zqyviJKCtS236Rlx3o6ZxwMAdERZ+SmidRkqKz/1LO8a8cNB2ZNbT+6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALkra+8JAAAbv3eHDsveIaO8Ig7OPHREHJ9ZH3/jvxWsbdNrQEQcl3k8AEB7aE1+imhdhsrKT+VdyyNiTPbF15M7pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuytp7AgBA51c6bFhm/bA3mjvD9IzaPzKPXB6LM+s/PH1SwVr5Nr0jvpx5OADABpOVoVqXnyJak6Gy8lP38m4RpzRz6fXkTikAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNyVtfcEAIDOb8fmdnji37PrJ/ctXLvtH5mH9ozNMus/iNML1raJbeJ78fXM4wEANpQds4qtyU8RrcpQWfmpPMpjfHwr+9rryZ1SAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdl7T0BAKCTeOWVgqXrUjPH/rqZ+m3LC5amLTk589BDtrgss35UfKlgbcvYInteAACtkZGfIprJUK3ITxGty1BZ+aln9MyeVxHcKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAAByV9beEwAAOoehZ3yxYG3Yjs0c3OUT2fUv9ilYuniL6zIPrYmazPrMeKpgbevYOnteAACtkJWfIprJUK3ITxGty1BZ+alPZF+3GO6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALkra+8JAACdw+OLM4o3bZV98Gars+vTCpf+FH0yD+0RUzLrb8QrBWvrojbzWACA1sjMTxHZGaoV+SmidRkqKz+VR3n2hYvgTikAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNyVtfcEAICOoWzPYZn1gx/IKG72k+yT33VgZnnEG08WrK2L/84+d/Rqpg4AsGG0Kj9FZGeoVuSniM6RodwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1t4TAADyMbRmWGa95IVmTrDqlsK11w/MPva3L2eWd4/agrXa2D3z2J/F5Zn1i+LqgrU+0SvzWACArAzVqvwUkZ2hWpGfIlqXobLyU7fomnneYrhTCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO6KakpNmDAhUkoNxqJFixrtU1FREdXV1TFlypTYfffsF9YCANjYyVAAAI0VfafUCy+8EP37968fgwcPrq+dc845cfbZZ8eZZ54Z++yzTyxevDgeeeSR6NOnT5tOGgCgs5GhAAAaKroptWbNmqisrKwfb731Vn1t3LhxcfHFF8e9994bs2fPjrFjx0avXr1izJgxbTppAIDORoYCAGiorNgDdt5556ioqIiampqYPn16jB8/PhYsWBCDBg2KAQMGxMMPP1y/b21tbTz++OOx//77x4033tjk+bp16xbdu3evf1xeXh4REaWlpVFa6iWv1lfdWlmz9WfNimfNWsa6Fc+aFW+91qxLeeY5yptb7rKuhWvdSrKPLe+SWe4Rhc9dGt0L1iIiyiP78+qWce5ufTI+pzaWV4YCAOgsSiIire/Ohx9+ePTq1Sv+8Y9/xNZbbx0XXnhhfOxjH4s99tgjdt1115g6dWpss802DV4j4Wc/+1kMHDgwDj/88CbPOWHChJg4cWJrPw8AgBb70Ic+FFVVVRvs/HlmqGeffTbWrVu3oT4VANjoDL14WGa95JyM4qv3Zp983sczyyeM/0jB2s4lkzOP/XX8MrM+N2Zn1veL2wrWpsXJBWvl5eWxbNmyNslPRd0p9dBDD9X/+YUXXoi//vWvMW/evBg7dmxMmzYtIiJSatjjKikpabTt/SZNmhSTJ//fQpeXl0dFRUXMmjUr1qxZU8z0NmmlpaUxZMiQmDlzpiC6nqxZ8axZy1i34lmz4tWtWZy2bcTKpsPBh8Y1c5LX7siuL9ijYOmL3xuSeehHPjQps/7b+FXB2rx4KfPYfeLnmfWn4usFawMGDIg5c+ZkHt8W8sxQAACdRdG/vvd+1dXVMWvWrNh5553jd7/7XURE9O/fPxYvXly/T79+/aKysrLgOWpra6O2trbR9nXr1vmPSAtYt+JZs+JZs5axbsWzZi2wsqpgU6pqbTPHNvfDoNrCDZKVkf1Tspqqxt/r329FrChYq2rm3NWxOrOedXx7/crbhsxQAACdRaterKNbt26x2267xaJFi2LBggWxaNGiGDlyZH29a9euMXz48Jg6dWqrJwoAsLGQoQAAirxT6vLLL4/7778/XnvttejXr19ceOGF8aEPfShuvfXWiIi48sorY/z48TF37tyYO3dujB8/Pqqrq+OOO5r5dQAAgI2YDAUA0FhRTantttsu7rzzzujbt2/885//jGnTpsV+++0Xr732WkREXHbZZdGzZ8+47rrrYosttojp06fHqFGjYvny5Rtk8gAAnYEMBQDQWFFNqRNPPLHZfS666KK46KKLWjwhAICNjQwFANBYq15TCgAAAABaQlMKAAAAgNwV9et7AED7Glo5rOlCWXlELIsPfW5kVK2ubnqfV7+Ree704dGZ9fNP+HnB2qwLvpR57CNxX2Z9bszOrGeZFidn1neOPQrW+kW/Fl8XAOgcCuanfykZfXj2CTIyVGvyU0R2htqQ+SkiO0Nl5afe0btV130/d0oBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3JW19wQAgP9z1tBhmfUn7256e3lZxLKIiHXnRaxb2/ROP+uXee6SKf+TPblfrytY6nnCHzIPXRkrss+9Ac2N2QVrK2JJjjMBADaEluaneusmZNczMlRr8lNEdobqqPmpPMrb7DrulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyF1Ze08AADYq776bWR424rDs429/JLv+wk5Nb+9eEnFMRPytb8Sq1OQuF0/5Y+apb4lrM+tzT5hdsLYy80gAgGa0JkO1ND/VWZJdzspQrclPETKUO6UAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHKnKQUAAABA7sraewIAsDEZNuKw7B1+85vMcpeTlmTW18ZHmi6Ul0dMXBYn3HRtrKpa1eQuF8S12XMDAGgnrclQLc5P/3JyfDuzLkNtOO6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALkra+8JAEBnM6zfsMLFt5s5ePlHM8trY+/iJ/Q+v44boyqqWnUOAIC2lpmfIlqVoVqbn26La1t1PC3nTikAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQu7L2ngAAdDTD+g/L3uEPcwuW9jt9Wuah02LvlkwJAKBDa01+ipChNlXulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC5K2vvCQBAWxt6xLDMesm8Zk5wWzM7vF64NC1ObubkAAAdU6syVCvyU4QMtalypxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO7K2nsCANDWSq5oZoeb5mXXx30ks7xVfLhg7e1mLg0A0FG1KkO1Ij9FyFCbKndKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNyVtfcEANg0DZ03rHCxrDxi72Vxxt7DY0VUNbnLC7/5ZcHDtztpx8xrHxU3ZNZ/Fb0z62/HPzPrAAAbSmaGiojBxxWuZeWniNZlKPmJlnCnFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNy1qil13nnnRUoprrjiigbbJ0yYEBUVFVFdXR1TpkyJ3XffvVWTBADYWMhPAADvaXFTatiwYXH66afHzJkzG2w/55xz4uyzz44zzzwz9tlnn1i8eHE88sgj0adPn1ZPFgCgM5OfAAD+T4uaUr17947bb789vv71r8eSJUsa1MaNGxcXX3xx3HvvvTF79uwYO3Zs9OrVK8aMGdMmEwYA6IzkJwCAhspactC1114bDzzwQDz66KNx4YUX1m8fNGhQDBgwIB5++OH6bbW1tfH444/H/vvvHzfeeGOjc3Xr1i26d+9e/7i8vDwiIkpLS6O01Etera+6tbJm68+aFc+atYx1K6CsvNlaryi8T3lZ14K1PuXZd5f0iO6Z9fKM60ZElHXAl2Ss+/5Z95H1k+edSG2ZnyIKZygAgM6i6KbU8ccfH5/4xCdin332aVTr379/RERUVlY22F5ZWRkDBw5s8nznn39+TJw4sdH2wYMHFzs1ImLIkCHtPYVOx5oVz5q1jHX7gL2XNbvLn6KicHF0xoGjTy5+Pu9zZfyoVce3p4qKjDWj3bR1fooonKEA2LiV1DSzwzXzCte++5HMQ4+K72fWfxaXN3NxKE5RTantttsurrrqqhg1alTU1BT+m5BSavC4pKSk0bY6kyZNismTJ9c/Li8vj4qKipg1a1asWbOmmOlt0kpLS2PIkCExc+bMWLduXXtPp1OwZsWzZi1j3Zo2fM7wgrXysvKo+GJFbPvLV6JqddPfP+Kcwk2+r8ZZmde+Ka5arzl2JnXfP7fddtuoqqpq7+l0GgMGDIg5c+Zs0GtsiPwUUThDAQB0FkU1pYYOHRpbb711PP300/93grKyOOigg+LMM8+MXXfdNSLe+4nf4sWL6/fp169fo5/+1amtrY3a2tpG29etW+c/by1g3YpnzYpnzVrGujVUtbr5xknV6lS4KZXReFkV2T9CrIqNt2lTVVWlKVWEPH7lbUPkp4jCGQoAoLMo6kUxHn300dhzzz1jr732qh9PPfVU3H777bHXXnvF/PnzY9GiRTFy5Mj6Y7p27RrDhw+PqVOntvnkAQA6OvkJAKBpRd0ptXz58pg9e3aDbStWrIi33367fvuVV14Z48ePj7lz58bcuXNj/PjxUV1dHXfccUfbzRoAoJOQnwAAmtaid9/Lctlll0XPnj3juuuuiy222CKmT58eo0aNiuXLl7f1pQAANgryEwCwKWp1U+qQQw5ptO2iiy6Kiy66qLWnBgDYKMlPAABFvqYUAAAAALQFTSkAAAAActfmrykFwKZj6IphmfWSORnF0/+ncK28LOKEiDhnSERVVdHz+llcXvQxAAB5aFV+isjOUBER8ZGi5vN+MhR5c6cUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuytp7AgB0XENfHZZZL/lCMyeYPi+j+JGMWnlELGvm5AAAHVNWhmpdforIzlDQubhTCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOSurL0nAMCG9bF+wwrWUpfsY0teaebkveZllnuu/HjB2spmTr2pOjm+nVmfG/s1ub1XdH3vD1vOjOiWmj74yteyL77yiOz6l1YVLNUszj60rPChERHx7Ml7Fi7eckv2wRMnZpaHzv594eLW2acGYNOUlZ8iWpmhSrKP7RmF81OEDNWUluanOtO22j/7AlkZqhX5KSI7Q7UqP0W0KkNl5qc+2acthjulAGgTQ9c9H4/WfDmGrnu+vacCAAB0AppSALSJr6y5Nw5dNy1OXvO79p4KAADQCfj1PQBabId1FdE33okUJXH82gciIuKEtb+PW9d9IUoixfJYF6/7+QcAANAETSkAWuzVmoPq/7zuXx8/HG/HMzXH1G/vFb1znhUAANAZ+PE1AC325a6TY/W/fr5R9w2l7uPqKItTo3u7zAsAAOj4NKUAaLE7yo6Jfbvf3WRt3+53x3+7IRcAAChAUwqANrH2X+9vvLa59zkGAAAITSkAWunNkq1iUfSNp0v2jG90/VE8XbJnLIq+8WbJVu09NQAAoAPzexUAndywfsMy6zPenFGwNvTp7GPjy9nl/63+SEREvFQTkbq9FceVzIqqFPFSbcSt3Q+Iw97NOHg9Xv/8B8siagvULlxd+LgTumaf99PNXHdpM/XP1hSu9VibfeyqLtn1Hmuvzax/5JUC9dLyiDg+/vnokIh1VU3u0n1J9rXjhOzy26cXrs1r5tTVMwo/DyMi4pZmTpChy+9/n1l/+sILC9bKystjSMsvDUAn1Zr8FNG6DPW/KfvQw95dkb1DMxnqxxk5KCs/RbQuQ7UmP0W0LkO1OD/9y9pmPu/MDNWK/BSRnaE2ZH6KyM5QWfmptHv32Lt1l66nKQVAq6X3v555yQceAwAANMGv7wEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5K6svScAsMl7993McpfDDsuszzjzzOzzn5JRey770LQ4ux6HZ5ffHVS41uWfGQeWRMSAiOOXR6QCu3w+4zvYmnXZ87q+e3b9D9nluDzj+KVrmzm4Oc18Zz5i96a394yIuyNizEciVhY4ds9mLn3j/Oz60tkZxanNnPyeLTLLn7vkiYK1/41vZx67XeyRWT/px/0K1vps0yuGnJN5OAAdVSsyVKvyU0TrMlQr8lNEMxkqIt7+UOFaVn6KaF2Gak1+imhlhmphflpfWRmqVfkpIjtDtSI/RbQuQ2Xlp27lXWPvCzNPvd7cKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAAByVxIRqb0n8X7l5eWxbNmymDlzZqxZs6a9p9NplJaWxt577x3PPvtsrFu3rr2n0ylYs+JZs5apW7fY+kMRVVWN6jOXZB//k+7Z9W8286X4S8aPH5ZmHxqXr2pmh6ebqffLqP2jcKm8rDyWfWZZfOiWflG1uvGaRURE930Kn6Bsx+x5dd0ru57eza6X9M6uZ9o2u7xqx+z63G2a3FzevSSWXTAoPvTpBVG1oulv7SNmPpl56kfjK9nX3ghts802UVFRER/60Ieiqom/n51JXYbybzSwsRh64LDMemsyVGvyU0QrM1Rr8lNEZoaKiIiFPQrXsvJTROsy1AbNTxGZGaqF+anefdnlrAy1KeanuszRFvnJnVIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALkra+8JAHQKv/tdZnnYxB8XrJVHeSyLZfGhE2dG1arUeIe7vp197W7fyCz/evHHs4+/NqM2d03moeXxbGa9Kno2c/zKgrXx8W7BWrfyrhHLIrp892fRpSp7jk35cbyTWX85umXW34ytMuufyvi8XooXMo+dEjdk1t+IVzLrBZWXR1ywLGLWkIiqqiZ3ebRlZwaAlsvIUFn5KSIivjIvu96KDNWq/BTRqgzVmvwUkZ2hIiIujC0z61lak6Fak58iWpehWpyf1pMMteG4UwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqy9JwDQGQz72I+zd9hxXuFan5KIlyLigDkRa9Y0rp94VTNX3zWzOiluyKz/On5ZsDYznso8tiqz2rys48/PqJVHeZwdX421MTbWtmAWWeduC/dv4PMDwMYiM0Nl5aeIiMtfzK63IkO1Jj9FbNgM1dyxGzLnbMhzy080xZ1SAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdl7T0BgI5i9NBhhYs7NnPwum8XrnXtFRF3R3x1x4iqdU3ssGvmqb8Yp2TWz49vNjM5AIANIzM/RWRnqKz8FBFx4n82c/WWZyj5CToGd0oBAAAAkDtNKQAAAABypykFAAAAQO6Kakp985vfjJkzZ8bSpUtj6dKlMXXq1Dj88MMb7DNhwoSoqKiI6urqmDJlSuy+++5tOmEAgM5GhgIAaKyoptQbb7wR5513XgwbNiyGDRsWf/rTn+J//ud/6kPTOeecE2effXaceeaZsc8++8TixYvjkUceiT59+myQyQMAdAYyFABAY0U1pX7/+9/Hgw8+GHPnzo25c+fGhRdeGMuXL4/99tsvIiLGjRsXF198cdx7770xe/bsGDt2bPTq1SvGjBmzQSYPANAZyFAAAI21+DWlSktL4/jjj4/evXvHX//61xg0aFAMGDAgHn744fp9amtr4/HHH4/999+/TSYLANDZyVAAAO8pK/aAPffcM/76179Gjx49Yvny5TF69Oh46aWX4lOf+lRERFRWVjbYv7KyMgYOHFjwfN26dYvu3bvXPy4vL4+I9wJbaanXYV9fdWtlzdafNSvexr5mfaK8YK28pJmDu/YqfGxZz/c+lhdat8LXjYjoGT0y6+XNHN8Z1X0vqPtI86xZy+T563F5ZSgAgM6i6KbUnDlzYq+99orNN988jj322Lj11ltj+PDh9fWUUoP9S0pKGm17v/PPPz8mTpzYaPvgwYOLnRoRMWTIkPaeQqdjzYq3sa7Zi7GscHHLZg4+ofnzV1TsUqCScd31cn0rj++4Kioq2nsKnY4167jyylAAeWo2xTzy7wVLn/tK9v/59ovHM+s/jt6Z9d/GLZl1oP0V3ZRavXp1zJs3LyIinn766dhnn33irLPOiksvvTQiIvr37x+LFy+u379fv36NfvL3fpMmTYrJkyfXPy4vL4+KioqYNWtWrFmzptjpbbJKS0tjyJAhMXPmzFi3bl17T6dTsGbF29jX7Oi9hxesLf3tdzKPPeKrexSs9Swvi1sqjourt701aqtWN6pfHj/IPPfKWJFZ3xjVfS/Ydttto6qqqr2n0ylYs5YZMGBAzJkzJ5dr5ZWhAAA6i6KbUh9UUlIS3bt3jwULFsSiRYti5MiR8dxzz0VERNeuXWP48OFx7rnnFjy+trY2amtrG21ft27dRvmf3g3NuhXPmhVvY12zqij8H/mqNTWZx65sotn0QbVVq5tsSmVdN2LTbErVqaqq0mApkjUrTnv+ytuGylAAAJ1FUU2piy++OB588MF4/fXXo7y8PE444YQ4+OCD4/DDD4+IiCuvvDLGjx9f/84y48ePj+rq6rjjjjs2yOQBADoDGQoAoLGimlJbb7113HbbbTFgwIBYunRpPP/883H44YfH//7v/0ZExGWXXRY9e/aM6667LrbYYouYPn16jBo1KpYvX75BJg8A0BnIUAAAjRXVlDrttNOa3eeiiy6Kiy66qMUTAgDY2MhQAACNbZzv6w4AAABAh6YpBQAAAEDuNKUAAAAAyF1RrykFsDFbujijuPY/M4+9P6YXrJX/q////+LsqIqqlkwNAKBDysxPEZkZKis/vVfftwUzAjoTd0oBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOSurL0nANBhvJJRO2lm9rH79Slc61USERE9o3esiXWNyitjRfNzAwDoiF5ppp6VobLyU0T0nNY7sy5DQefnTikAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQu7L2ngBARzFtWOHafndNyT74uAML18rf6/+vjBWxMla0YGYAAB1TVn6KaCZDZeWnCLkJNgHulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC5K2vvCQB0FPvNzCget332wf+5eeFat5KWTAcAoMPLzE8R2RkqKz9FRPx7sbMBOht3SgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDclbX3BAA6jPnXFK5dtlf2sf/+cuFaeZeIMwe1aEoAAB1aVn6KyM5QWfkJ2CS4UwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdl7T0BgA5j8HcK1477eOahF8SsgrXu0S0iRrRwUgAAHVhWforIzFBZ+Ski4uKWzAfoVNwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1t4TAOgw5mXUjtou89AbHvhiwVqf6BM/iO+0cFIAAB1YVn6KyMxQWfkJ2DS4UwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqy9JwDQUVR+tnBt6zv+kXnsIQ8cVbDWM3q0dEoAAB1aVn6KyM5QWfkpIuK3cUsLZgR0Ju6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALkra+8JAHQUr8+YUbg46xuZx/725hsK1sq7vtf/vzCujtpY3aj+gzh9/SYIANDBZOaniMwMlZWfIiJ+dOr+mXUZCjo/d0oBAAAAkDtNKQAAAABypykFAAAAQO6Kakqdd9558be//S2WLVsWlZWVce+998Yuu+zSaL8JEyZERUVFVFdXx5QpU2L33XdvswkDAHQm8hMAQNOKakoNHz48rr322thvv/1i5MiRUVZWFg8//HD06tWrfp9zzjknzj777DjzzDNjn332icWLF8cjjzwSffr0afPJAwB0dPITAEDTinr3vSOOOKLB41NPPTX++c9/xtChQ+OJJ56IiIhx48bFxRdfHPfee29ERIwdOzYqKytjzJgxceONN7bRtAEAOgf5CQCgaa16TanNNtssIiLeeeediIgYNGhQDBgwIB5++OH6fWpra+Pxxx+P/ffPfjtPAIBNgfwEAPCeou6U+qDJkyfHE088EbNnz46IiP79+0dERGVlZYP9KisrY+DAgU2eo1u3btG9e/f6x+Xl5RERUVpaGqWlXod9fdWtlTVbf9aseJvympV37d3MHoXXpLzsvVq38q5N16O8pdPaaNV9L6j7SPOsWcu0x6/HtUV+iiicoQAAOosWN6V++tOfxsc//vE44IADGtVSSg0el5SUNNpW5/zzz4+JEyc22j548OCWTm2TNmTIkPaeQqdjzYq3Ka7Zsr0fb/U5xlV8ucnt58QprT73xqqioqK9p9DpWLOOra3yU0ThDAXQoXR5unCt5vDMQ38Qf2jjyQAdTYuaUldffXUcffTRcdBBBzUIv4sXL46I937iV/fniIh+/fo1+ulfnUmTJsXkyZPrH5eXl0dFRUXMmjUr1qxZ05LpbZJKS0tjyJAhMXPmzFi3bl17T6dTsGbF25TXbPic4dk71GxZsFTetU9UjHkhtt32maiqamrdDm3d5DZCdd8Ltt1226iqqmrv6XQK1qxlBgwYEHPmzMnlWm2ZnyIKZygAgM6i6KbUNddcE6NHj46DDz44XnnllQa1BQsWxKJFi2LkyJHx3HPPRURE165dY/jw4XHuuec2eb7a2tqora1ttH3dunWb3H9624J1K541K96muGZVq5v5T/7qbs2fo2pdgaaUBkIhVVVVGixFsmbFyetX3to6P0UUzlAAAJ1FUU2pa6+9NsaMGRPHHHNMVFVVxdZbbx0REUuXLo1Vq1ZFRMSVV14Z48ePj7lz58bcuXNj/PjxUV1dHXfccUfbzx4AoIOTnwAAmlZUU+pb3/pWREQ8/njD11Y55ZRT4tZbb42IiMsuuyx69uwZ1113XWyxxRYxffr0GDVqVCxfvryNpgwA0HnITwAATSuqKVVSUrJe+1100UVx0UUXtWhCAAAbE/kJAKBpm977ugMAAADQ7jSlAAAAAMhd0e++B7ApmrH7jMz6sJmjCxdLe0VExIXxQtTG6kblH7RqZgAAHVdWhsrMTxHxo5iZWZehoPNzpxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADIXVl7TwCgMygbNix7h19k1FJ5RET8ePDwqFqRGtdntnxeAAAdWWaGyspPEfGDISOyd5ChoNNzpxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADIXVl7TwCgM1gzY0b2DjNHF66V9ImIiLNn/TlqqlY3Kj8Y+2SfOp5qdn4AAB1RZobKyk8Rcd7MP2XWZSjo/NwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1t4TANgorH29cK20PCIiJsfHoirWNir/MMZknnpmPNWqqQEAdEhZ+SkifhK7Z9ZlKOj83CkFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAclfW3hMA2BisGJlRLPnXx3P7RdSkRuU1P1qzQeYEANCRZeaniOj9g/6ZdRkKOj93SgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5K6svScAsDF46e0ZBWulpaWx98CI2P2piDVrGtUviS80c/bvt25yAAAdUFZ+ioiIwdMyyzIUdH7ulAIAAAAgd5pSAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC5K2vvCQBsMqpOi1hd1URhdu5TAQDo8JZ9uZkdZCjo7NwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1t4TANhUbPeViOVNbH/9oR7ZB/52g0wHAKBD2/5r2XUZCjo/d0oBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOROUwoAAACA3JW19wQANhVvrIqoaqpw7IvZB/52Q8wGAKBje31VMzvIUNDpuVMKAAAAgNxpSgEAAACQO00pAAAAAHJXdFPqwAMPjPvuuy8qKioipRTHHHNMo30mTJgQFRUVUV1dHVOmTIndd9+9TSYLANAZyU8AAI0V3ZTq3bt3zJw5M84888wm6+ecc06cffbZceaZZ8Y+++wTixcvjkceeST69OnT6skCAHRG8hMAQGNFv/veQw89FA899FDB+rhx4+Liiy+Oe++9NyIixo4dG5WVlTFmzJi48cYbWz5TAIBOSn4CAGis6KZUlkGDBsWAAQPi4Ycfrt9WW1sbjz/+eOy///5Nhqpu3bpF9+7d6x+Xl5dHRERpaWmUlnrJq/VVt1bWbP1Zs+JZs5apW6/yKG96h7Jm/ikuL3DcRqzue0H5Jvi5t5Q1a5mOcCdSS/JTROEMBQDQWbRpU6p///4REVFZWdlge2VlZQwcOLDJY84///yYOHFio+2DBw9uy6ltMoYMGdLeU+h0rFnxrFnLVPSoaLrwxWYO/OKyNp9LZ1FRUWDNKMiadT4tyU8RhTMUwMbimZ7Z9U/c3D+fiQAbTJs2peqklBo8LikpabStzqRJk2Ly5Mn1j8vLy6OioiJmzZoVa9as2RDT2yiVlpbGkCFDYubMmbFu3br2nk6nYM2KZ81apm7dZm27bayrqmpUP/D6x7JPcMbBG2ReHVnd94Jtt902qppYMxqzZi0zYMCAmDNnTntPIyKKy08RhTMUAEBn0aZNqcWLF0fEez/xq/tzRES/fv0a/fSvTm1tbdTW1jbavm7dOv/pbQHrVjxrVjxr1jLrqqqabEpVrW5mLTfhBkNVVZUGS5GsWXE6wq+8tSQ/RRTOUAAAnUWbvjDMggULYtGiRTFy5Mj6bV27do3hw4fH1KlT2/JSAAAbBfkJANhUFX2nVO/eveOjH/1o/eNBgwbFkCFD4p133onXX389rrzyyhg/fnzMnTs35s6dG+PHj4/q6uq444472nTiAACdhfwEANBY0U2pYcOGxWOPPVb/+IorroiIiFtuuSVOPfXUuOyyy6Jnz55x3XXXxRZbbBHTp0+PUaNGxfLly9ts0gAAnYn8BADQWNFNqccffzxKSkoy97nooovioosuavGkAAA2JvITAEBjbfqaUgAAAACwPjSlAAAAAMhd0b++B0DLrHv88Vi3bl3jwvyXMo8bH5dn1i+J77dmWgAAHdK6GTOyd2hFhpKfoGNwpxQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADIXVl7TwBgk7f5yZnl3nFdThMBAOhEZCjo9NwpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkTlMKAAAAgNxpSgEAAACQO00pAAAAAHJX1t4TANjUXTMyuz4u+uYzEQCATkSGgs7PnVIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd2XtPQGATd2nnp6RWV/bc4vsE6xsw8kAAHQSrcpQ8hN0CO6UAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADIXVl7TwCAZlx7VGb5oq9enVmfEN9ty9kAAHQOGRlKfoKOwZ1SAAAAAOROUwoAAACA3GlKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHdl7T0BALLN+Ph/ZdaHbbVF9gne/m4bzgYAoHPIylDyE3QM7pQCABoZGhGP/usjAABsCJpSAEAjX4mIQyPi5PaeCAAAGy2/vgcARETEDhHRNyJSRBz/r20nRMStEVESEW9FxGvtMzUAADZCmlIAQEREvPq+P6/718cPR8Qz79tekt90AADYyPn1PQAgIiK+HBGr//Xn0g98XP2vOgAAtBV3SgEAERFxR0S8FA3vjKqzb0Q8m+90AADYyLlTCgBoZO0HPgIAQFvTlAIA6r0ZEYsi4umI+Ma/Pi7613YAAGhLfn0PoLO7fmpm+aLjri5YmxDfbevZ0MlVRMSOEVH7r8c3RkS39z0GgI1CK/JThAwFbcWdUgBAAx9sQGlIAQCwIWhKAQAAAJA7TSkAAAAAcqcpBQAAAEDuNKUAAAAAyJ2mFAAAAAC505QCAAAAIHeaUgAAAADkrqy9JwBA67xz3MmZ9S1/MK9w8UffbePZAAB0fK3KTxEyFLQRd0oBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADInaYUAAAAALnTlAIAAAAgd5pSAAAAAOSurL0nAEDrzJ8xI3uH/ylc2i9uyzx0WpzcghkBAHRsrclPETIUtBV3SgEAAACQO00pAAAAAHKnKQUAAABA7jSlAAAAAMjdBmtKnXHGGTF//vxYuXJlzJgxIw444IANdSkAgI2C/AQAbEo2SFPquOOOiyuvvDIuvvji2HvvveOJJ56IBx98MLbffvsNcTkAgE5PfgIANjUbpCl19tlnxy9/+cv45S9/GX//+9/j3/7t3+L111+PM844Y0NcDgCg05OfAIBNTVlbn7Br164xdOjQ+MlPftJg+8MPPxz7779/o/27desW3bt3r39cXl7+3sTK2nxqG7XS0vf6i2VlZbFu3bp2nk3nYM2KZ81apr3XbZvywj9/6LtNz+xjY5u2ns566dOnT0REDBgwoP77AtmsWctsvfXW7T2FiCg+P0UUzlB1/+YA0HLl3Usy673Ku2YfH74Xs/Fqy6zZ5p2fvn37RllZWVRWVjbYXllZGf3792+0//nnnx8TJ05stH2PPfZo66ltEgYPHtzeU+h0rFnxrFnLtNe6VQzJKH5/x2aOPrYNZ1K8OXPmtOv1OyNr1jJbbrllVFVVtdv1i81PEYUz1JAhWX/pAVgfy/ZuZocLBjWzw/FtNRXosNoiP22w25FSSg0el5SUNNoWETFp0qSYPHly/ePy8vKoqKiIbbfdtl3DYWdj3YpnzYpnzVrGuhXPmhXPmrVM3bq988477T2ViFj//BQhQ7UFa9Yy1q141qx41qxlrFvxrFnx2jI/tXlT6q233oo1a9Y0+qlev379Gv30LyKitrY2amtrG22vqqryhGgB61Y8a1Y8a9Yy1q141qx41qxzKjY/RchQbcmatYx1K541K541axnrVjxr1j7a/EUHVq9eHU8//XSMHDmywfaRI0fG1KlT2/pyAACdnvwEAGyKNsiv702ePDluu+22mDFjRvz1r3+N008/PXbYYYe44YYbNsTlAAA6PfkJANjUbJCm1F133RVbbbVV/PCHP4wBAwbECy+8EEceeWS89tprzR5bU1MTEydOjJqamg0xtY2WdSueNSueNWsZ61Y8a1Y8a9YyHWndWpOfIjrW59JZWLOWsW7Fs2bFs2YtY92KZ82K15ZrVhIRTb96JgAAAABsIG3+mlIAAAAA0BxNKQAAAABypykFAAAAQO40pQAAAADIXYdrSp1xxhkxf/78WLlyZcyYMSMOOOCA9p5Sh3HggQfGfffdFxUVFZFSimOOOabRPhMmTIiKioqorq6OKVOmxO67794OM+04zjvvvPjb3/4Wy5Yti8rKyrj33ntjl112abSfdWvom9/8ZsycOTOWLl0aS5cujalTp8bhhx/eYB9rlu28886LlFJcccUVDbZbt/8zYcKESCk1GIsWLWq0j/VqaJtttonbbrst3nrrrVixYkU8++yz8YlPfKLBPtatoQULFjR6rqWU4qc//Wn9Pp19zeSnbDJU8WSo4slPrSc/rR8ZqmVkqOLkmZ9SRxnHHXdcqqmpSV/72tfSxz72sXTFFVekqqqqtP3227f73DrCOPzww9OPfvSjNHr06JRSSsccc0yD+jnnnJOWLl2aRo8enfbYY4905513poqKitSnT592n3t7jQcffDCNHTs27b777unjH/94uv/++9Mrr7ySevXqZd0yxmc/+9l0xBFHpJ133jntvPPO6cc//nGqqalJu+++uzVbjzFs2LA0f/789Nxzz6Urrriifrt1azgmTJiQZs2albbeeuv60bdvX+uVMTbffPO0YMGCdNNNN6V99tknDRw4MB166KFpp512sm4Zo2/fvg2eZyNGjEgppTR8+PCNYs3kp+aHDFX8kKGKH/JT64b8tP5Dhip+yFDFjxzzU/t/snVj2rRp6brrrmuw7cUXX0yXXHJJu8+to42mAtXChQvTOeecU/+4W7duacmSJen0009v9/l2lNG3b9+UUkoHHnigdStyvP322+mrX/2qNWtm9O7dO82ZMyeNGDEiTZkypUGosm4Nx4QJE9Kzzz5bsG69Go9JkyalP//5z5n7WLfmxxVXXJHmzp270ayZ/FTckKFaNmSolg35af2G/FTckKGKHzJU68eGyk8d5tf3unbtGkOHDo2HH364wfaHH3449t9//3aaVecxaNCgGDBgQIP1q62tjccff9z6vc9mm20WERHvvPNORFi39VFaWhrHH3989O7dO/76179as2Zce+218cADD8Sjjz7aYLt1a9rOO+8cFRUVMX/+/Ljzzjtj0KBBEWG9Cjn66KNjxowZcdddd0VlZWU888wzcdppp9XXrVvzunbtGieddFLcdNNNEdH510x+ar3O/hzIiwxVHPmpOPJT8WSo4shQrbMh81OHaUr17ds3ysrKorKyssH2ysrK6N+/fzvNqvOoWyPrl23y5MnxxBNPxOzZsyPCumXZc889o6qqKmpqauKGG26I0aNHx0svvWTNMhx//PHxiU98Is4///xGNevW2PTp0+MrX/lKfOYzn4mvf/3r0b9//5g6dWpsueWW1quAnXbaKc4444yYO3dufOYzn4kbbrghrr766jj55JMjwvNsfXz+85+PzTffPG655ZaI6PxrJj+1Xmd/DuRFhlo/8lPx5KfiyVDFk6FaZ0Pmp7I2mWEbSik1eFxSUtJoG4VZv8J++tOfxsc//vEmX/zVujU2Z86c2GuvvWLzzTePY489Nm699dYYPnx4fd2aNbTddtvFVVddFaNGjYqampqC+1m3//PQQw/V//mFF16Iv/71rzFv3rwYO3ZsTJs2LSKs1weVlpbGjBkz4oILLoiIiOeeey722GOPOOOMM+K2226r38+6Ffa1r30tHnzwwUYvCNvZ16yzz78jsIaFyVDrT34qjvzUMjJU8WSo1tmQ+anD3Cn11ltvxZo1axp11fr169eo+0ZjixcvjoiwfgVcffXVcfTRR8chhxwSFRUV9dutW2GrV6+OefPmxdNPPx3jx4+PmTNnxllnnWXNChg6dGhsvfXW8fTTT8fq1atj9erVcfDBB8d3v/vdWL16df3aWLfCqqurY9asWbHzzjt7nhWwaNGiePHFFxtse+mll2KHHXaICP+mNWeHHXaIww47LH7xi1/Ub+vsayY/tV5nfw5saDJUceSn4shPbUOGap4M1XIbOj91mKbU6tWr4+mnn46RI0c22D5y5MiYOnVqO82q81iwYEEsWrSowfp17do1hg8fvsmv3zXXXBNf+MIX4tBDD41XXnmlQc26rb+SkpLo3r27NSvg0UcfjT333DP22muv+vHUU0/F7bffHnvttVfMnz/fujWjW7dusdtuu8WiRYs8zwp48sknY9ddd22wbZdddolXX301Ivyb1pxTTz013nzzzXjggQfqt3X2NZOfWq+zPwc2JBmq9eSnbPJT25ChmidDtVwe+andX8W9btS9pfGpp56aPvaxj6XJkyenqqqqtMMOO7T73DrC6N27dxoyZEgaMmRISimlcePGpSFDhtS/5fM555yTlixZkj7/+c+nPfbYI91+++2b9FtYRkS69tpr05IlS9JBBx3U4O0se/ToUb+PdWs8Lr744nTAAQekgQMHpj333DP9+Mc/TmvWrEmHHXaYNStifPDdY6xbw3H55Zengw46KO24447pk5/8ZLrvvvvS0qVL6//Nt16Nx7Bhw1JtbW06//zz00c+8pF04oknpuXLl6cxY8Z4njUzSkpK0iuvvJImTZrUqNbZ10x+an7IUMUPGar4IT+1zZCfmh8yVPFDhmrZyCk/tf8n+v5xxhlnpAULFqRVq1alGTNmNHjb2U19DB8+PDXl5ptvrt9nwoQJaeHChWnlypXpscceS3vssUe7z7s9RyFjx45tsJ91azh+8Ytf1P89rKysTI888kh9oLJm6z8+GKqsW8Nx5513poqKilRTU5PeeOON9Nvf/jbttttu1quZcdRRR6Xnn38+rVy5Mr344ovptNNOa7SPdWs8Ro4cmVJKaeedd26y3tnXTH7KHjJU8UOGKn7IT20z5KfmhwzVsiFDFT/yyE8l//oDAAAAAOSmw7ymFAAAAACbDk0pAAAAAHKnKQUAAABA7jSlAAAAAMidphQAAAAAudOUAgAAACB3mlIAAAAA5E5TCgAAAIDcaUoBAAAAkDtNKQAAAABypykFAAAAQO40pQAAAADI3f8HvazR/BsXAUsAAAAASUVORK5CYII=" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 52 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 13, 10 - Richmond, Delta, Deas Island, Fraser River Middle Arm\n", + "\n", + "* leave pixel islands on Lulu Island foreshore mud flats\n", + "* Canoe Pass is fine\n", + "* open Fraser River Middle Arm" + ], + "id": "a2b2887f355f1c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:55.730191481Z", + "start_time": "2026-01-28T17:07:55.500628819Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[10]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "adj_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([33, 53]),\n", + " numpy.array([32, 52]),\n", + " numpy.array([33, 52]),\n", + " numpy.array([34, 52]),\n", + " numpy.array([35, 52]),\n", + " numpy.array([33, 51]),\n", + " numpy.array([34, 51]),\n", + " numpy.array([35, 51]),\n", + " numpy.array([36, 51]),\n", + " numpy.array([33, 50]),\n", + " # numpy.array([34, 50]), # Swishwash Island\n", + " numpy.array([35, 50]),\n", + " numpy.array([33, 49]),\n", + " numpy.array([34, 49]),\n", + " # numpy.array([35, 49]), # Swishwash Island\n", + " numpy.array([34, 48]),\n", + " numpy.array([35, 48]),\n", + " # numpy.array([36, 48]), # Swishwash Island\n", + " numpy.array([35, 47]),\n", + " numpy.array([36, 47]),\n", + "]\n", + "for adj_pt in adj_pts:\n", + " ax_base.plot(*adj_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for adj_pt in adj_pts:\n", + " adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "c41c450dec6d3f81", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 53 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 13, 11 - Queensborough, Annacis Island, Fraser River Split\n", + "\n", + "* surface Mitchell Island: very weird, the current land point is the in middle of the deep channel (gray), Mitchell Island is north of the channel\n", + "* connect west tip of Annacis Island\n", + "\n", + "* (note, bend into Row 12 is fine)" + ], + "id": "81b7ce0f76ca3344" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:55.954587765Z", + "start_time": "2026-01-28T17:07:55.731825110Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[11]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Mitchell Island\n", + " numpy.array([6, 55]),\n", + " numpy.array([7, 55]),\n", + " numpy.array([8, 55]),\n", + " numpy.array([9, 55]),\n", + " numpy.array([10, 55]),\n", + " numpy.array([11, 55]),\n", + " numpy.array([12, 55]),\n", + " # West tip of Annacis Island\n", + " numpy.array([31, 8]),\n", + " numpy.array([32, 8]),\n", + "]\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([8, 53]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# Do adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "# land cell that should be water south of Mitchell Island\n", + "adj_pt = numpy.array([8, 53])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([7, 52]),\n", + " numpy.array([7, 53]),\n", + " numpy.array([7, 54]),\n", + " numpy.array([9, 52]),\n", + " numpy.array([9, 53]),\n", + " numpy.array([9, 54]),\n", + " numpy.array([8, 52]),\n", + " numpy.array([8, 54]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(adj_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "d330210ee39053a5", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 54 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 14 - Tsusiat Point to English Bay", + "id": "48df4dea25b9a660" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:55.987969925Z", + "start_time": "2026-01-28T17:07:55.977475608Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([450, 480])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "748ae0c21bf89eee", + "outputs": [], + "execution_count": 55 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-06T18:53:10.601535Z", + "start_time": "2025-09-06T18:53:10.597869Z" + } + }, + "cell_type": "markdown", + "source": [ + "#### Tile 14, 7 - Yellow Point, North Valdes Island, South Gabriola Island\n", + "\n", + "* surface islands off Gabriola Island" + ], + "id": "e48f140f67271bdd" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:56.199427906Z", + "start_time": "2026-01-28T17:07:55.992138497Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([62, 50]),\n", + " numpy.array([63, 50]),\n", + " numpy.array([65, 48]),\n", + " numpy.array([61, 46]),\n", + " numpy.array([61, 45]),\n", + " numpy.array([65, 42]),\n", + " numpy.array([66, 42]),\n", + " numpy.array([60, 40]),\n", + " numpy.array([60, 39]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "75f081c53735ebde", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 56 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-03T21:15:09.936733Z", + "start_time": "2025-09-03T21:15:09.934818Z" + } + }, + "cell_type": "markdown", + "source": [ + "#### Tile 14, 10 - Lulu Island and Point Grey\n", + "\n", + "* connect Fraser River North Arm spit" + ], + "id": "ed8316c305924047" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:56.423611144Z", + "start_time": "2026-01-28T17:07:56.221801626Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[10]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([33, 22]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "5778ea2f0f809ee0", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 57 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 15 - Klanawa River to Cypress Mountain", + "id": "be1448fa9bcb8b9" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:56.502052939Z", + "start_time": "2026-01-28T17:07:56.443230583Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([480, 510])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "22562c00a0e5b12e", + "outputs": [], + "execution_count": 58 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 15, 6 - Saysutshun (Newcastle Island)\n", + "\n", + "* Fix Protection Island by extending it 1 pixel south and separating it's north end from Saysutshun" + ], + "id": "ac2b65267c65fc57" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:56.702025816Z", + "start_time": "2026-01-28T17:07:56.508584078Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([63, 29]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([63, 31]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "for water_pt in water_pts:\n", + " adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "8fead8bfe61ef341", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 59 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 15, 7 - Harmac, Dodds Narrows, Mudge Island, North Gabriola Island\n", + "\n", + "* Improve Duke Point" + ], + "id": "6c2d385d0df1a089" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:56.921103502Z", + "start_time": "2026-01-28T17:07:56.725757605Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([5, 13]),\n", + " numpy.array([5, 15]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "d23a83abf0b19dee", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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1K+Q4adKk+N73vhe/+tWv4tOf/nR8/OMfj6qqqpgxY0azr8OJEyfGt771rTjwwAPjgQceiLfeeiv+7//+L/bbb7+IePf51qdPn/jGN77R4vO79h8N7f0cA/APejQ9WhY9Wu/o0aA7efc9eoXBgwfH/PnzC4832mij2GqrreKtt96KI444Irbddtuorq4u/OQtImLzzTfvsnx+/OMfx0UXXRRf+tKXon///lFRURHXX399p17jzTffjKeeeiouvvjiVuPvrUdbiv3U5Yc//GF88YtfjOOPPz6OOuqoWLRoUYufeLblrbfeisGDB7fY/v5ta5vJbbbZpsVb4X7oQx8qvBhoRMTy5cujX79+Lc45cODAZvsVu9babcVe3DIiCuc54YQT4pVXXim6XylGjBgRv/rVr2LKlClxwgknxMqVK1vs8/TTT8fQoUNbbF+77Zlnnmm2fYcddohHH300ysrK4rDDDmv1bYT32muv2GuvveLEE09sEZs7d27MmDEj9tlnn1i+fHm89NJLRa/f2NgYc+fOzfwYy8rKIuLdn7SWqtjnacWKFYWffp922mnxs5/9rMXzfuDAgfHOO+8UHq9evTquvPLKuPLKK2OzzTaLT3ziE3HppZfG7373u9h+++1j0aJFsWrVqrjttttavOvOWvPmzSv5YwCgOT1aS3q04tdau02P1rN6NOhOhlL0Cp///OfjySefLDw+8cQTo0+fPvHoo48W/jJ//0+7vvKVr7Q4z9p9+vfvv0630BazcOHC+MUvfhFf+9rXom/fvvHrX/86XnvttXafrzW/+c1v4phjjok5c+Y0+8f4+639mEr5aeNaTz75ZPzxj3+MCy+8MPbaa6+44YYbWn03kSyTJ0+O4447LgYNGlS4Pby8vDxOOumkZvv9/ve/j4h3hw41NTWF7VVVVbHHHnvE97///cK2l19+OT72sY81O36XXXaJ3XbbrdWG55RTTolJkyYVHu+www5x0EEHxc9+9rOief/ud7+LlStXxs477xz33HNPCR9x64YPHx6/+tWv4vHHH4/PfOYzLX4iu9a9994bP/7xj+PjH/944V1aNtpoozjttNPiiSeeaPZTyu233z4effTR2GijjeKwww5r9m4s79Xabeynn356nH766XH88cc3a5LuvffeGD16dGy33Xbx+uuvR0TEgAED4rOf/Wzcd999Rd8RZq2170D03nemWVef/exn4/zzzy88ZwcMGBCf/vSn47HHHis0UCmlFl/LxxxzTGy33Xbx0ksvtXrexYsXx9133x3bbrtt/PCHP4wPf/jD8fzzz8fkyZNjn332iaeeeqrV5hOAjtOjvVN0Pz2aHq239GjQ3br9ha0sq9h6/zu7fOITn0jf/OY305IlS9Jf//rX1KdPn7Tlllumt956K/31r39Nn/nMZ9Kxxx6b7rjjjjRr1qyUUkqjRo0qnG/tC2COGzcuffzjH0/77bdf6tOnT4p490U0r7nmmhY5FHtBx7Uv/phSSkcccUSL+M0335zq6+tbbJ88eXJ6+umnW73Or3/968LjwYMHp3nz5qXnnnsuffWrX02HH354Ovroo9M555yTfv3rX6dtt9222bHPP/98Gj58eNpvv/0KL1zZ2gspvn+tfeHM1atXp4985CMlf4723HPPtHTp0vTMM8+kE088MX3qU59KDzzwQHrllVeavYhmxLvv7LJ69eo0adKkNHz48PTlL385LVy4ML3yyitpyy23LOx36qmnppRSuvbaa9MRRxyRzjjjjPT888+n2trazHd2OeaYY9Ipp5ySXnzxxbR48eLCO9y8txbvzf2iiy5KTU1N6cc//nE6/vjj06GHHpo+97nPpSuuuKLVFx4ttv75n/85LV26NM2dOzcddthhzd456IADDmj2Qtt9+/ZNTz/9dHrllVfSKaecko488sh09913p6ampnTooYcW9vvgBz+YXnrppbRs2bJ06qmntjjnez//WV877//cDxw4MNXW1qaZM2em448/Ph111FHp0UcfTYsXL0677bZbYb9TTjkl/eIXv0inn356Ovzww9PIkSPTHXfckVJKhXcWWtf1/nff+8xnPpM++9nPpmnTpqWmpqZ00EEHFfa95ZZb0rJly9I3v/nNdPjhh6dvfetbqa6uLr366qvNPvf33XdfuvTSSwvv0nfaaaeluXPnpnnz5hXe8Wn33XdPb731VnriiSfSqFGjUnV1dfrUpz6VRo8e3exdnyzLsqzSlx5Nj6ZH6/09mmX1kNXtCVhW0bX2m/Y+++yT/vd//zctWbIkLV68ON1+++3N3pHkwAMPTH/84x9TQ0NDqqurSzfccEPae++9WzQ8ffr0STfccEOqq6tLq1evbvYXcqkNT0SkuXPnpmeffbbVWEcbnoh337XlqquuSnPmzEkrVqxIb775ZvrLX/6Svve976VNNtmksN8RRxyRpk+fnpYtW5ZSSoV816Xh6dOnT1q2bFn67W9/2+7P0z/90z+lqVOnpmXLlqX58+enyy67LJ111lktGp6ysrJ0/vnnpxdeeCGtWLEivfHGG+lnP/tZq395f+tb30ovvfRSamxsTH/+85/TYYcdVvSdXT7/+c+nq666KtXV1aVly5alKVOmNHvr5vfW4v3XOe6449IjjzyS3nnnnbRs2bI0b968dNddd7XaxLb1PC2murq62f6DBg1Kt9xyS3rzzTdTY2Njmjp1ajryyCOb7bP2YyumtXfyaS2n1j73O+20U7rnnnvSO++8kxoaGtLDDz+c9tlnn2b7HHDAAenhhx9O8+fPTytWrEgNDQ1p2rRp6atf/WoqKysr6fmxdih1/vnnp+985zvp1VdfTcuXL0/Tp09v8fbKm222WfrJT36SFi5cmBoaGtIf/vCH9M///M8tPvf/9m//lh5//PH0xhtvpOXLl6eXX345/eQnP0k77LBDi2vfeOON6bXXXksrVqxIdXV16fHHH09jx45t9/PdsizL0qPp0fRo60OPZlk9ZHV7ApbVK9fQoUNTSimdc8453Z5LR9anPvWplFJKRx99dLfnYlmWZVmW1dGlR7Msy+o9q+zvfwDW0U477RRDhgyJSy+9NHbYYYf4yEc+EsuWLevutEq2++67x5AhQ+KHP/xhLF26NPbdd9/uTgkAoN30aAC9U7dPxiyrN62bb745rVq1Kj399NPNXgunt63Jkyenpqam9MQTTzT7PfX3ro022ihzdffHkMdSg47Vx23klmVZVl5Lj7Zh9SdqYFnrzer2BCzL6oFr7QuOlvJ7+Ovbaus1A1Jq/noYG9pa+1pRHXldBcuyLMuySlt6ND2aZa1Pq+Rf3/vQhz4Ul112WRx99NGx8cYbx4svvhhnnnlms7eCHTduXJx99tmxxRZbxLRp0+Jf//Vf47nnnivlMkA323LLLWPHHXfM3GfWrFnR0NCQU0b5GzBgQOy2226Z+8ybNy/efvvtnDLqWfr06dPibaHfb/78+c3eQhk2VPonoLPo0fRosL5Z5wnW5ptvnubNm5duuummtP/++6chQ4akI444otlbel5wwQVp8eLFaeTIkWnPPfdMd955Z6qtrU0DBgzo9gmcZVmWZVlW3kv/ZFmWZVmWVXSt+84TJ05Mf/jDHzL3mT9/frrgggsKj/v27ZsWLVqUzj777O7+QC3LsizLsnJf+ifLsizLsqzWV0m/vvfss8/G7373u9huu+2iuro6amtr47rrrosbb7wxIiJ23HHHmDt3buyzzz4xY8aMwnG/+tWv4p133onTTz+9xTn79u0b/fr1a7Ztyy23dKslAJCLysrKmD9/fpedvyv6pwg9FADQfTqrf6ooZeeddtopzjnnnJg0aVJceuml8fGPfzyuvvrqWLFiRdx2220xePDgiIioq6trdlxdXV0MGTKk1XOOGTMmxo8f377sAQA6wbbbbttlg6mu6J8i9FAAQPfqjP6ppKFUeXl51NTUxMUXXxwRETNmzIg999wzzjnnnLjtttsK+6XU/OarsrKyFtvWmjhxYkyaNKnwuLKyMmpra2Pfffdt0Zzl4be//W3u1+wM5eXlMXTo0Hj66adjzZo13Z1Or6BmpVOz9lG30qlZ6dSsfSoqKmLPPfeM+vr6LrtGV/RPEcV7qG233bZLP55ipkyZkvs1AYD8lZeXx7Bhwzql3yhpKLVgwYIW7wLz/PPPxwknnBAREQsXLoyIiMGDBxf+HBExaNCgogOmpqamaGpqarG9rq6uS2+lL2bVqlW5X7MzlJeXR8S7+fvHyLpRs9KpWfuoW+nUrHRq1nN1Rf8UUbyHqq+v75ahlOcdAFCq8lJ2/uMf/9jirTd33XXXeOWVVyLi3bfdXLBgQQwfPrwQ79OnT1RXV8fUqVM7IV0AgN5F/wQA0LqS7pS68sorY+rUqTFmzJi466674uMf/3icffbZcfbZZxf2ueqqq2Ls2LExe/bsmD17dowdOzYaGxvjjjvu6PTkAQB6Ov0TAEDrShpK1dTUxMiRI2PixInx3e9+N+bNmxejR49u1jBdfvnlsfHGG8d1110XW2yxRUybNi1GjBgRDQ0NnZ48AEBPp38CAGhdSUOpiIj7778/7r///sx9JkyYEBMmTGh3UgAA6xP9EwBASyW9phQAAAAAdAZDKQAAAAByV/Kv7/UGF8VPMuM/uOk/iwcffTT75IcdVnI+AAA9XYf6pwg9FABQMndKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNxVdHcCXeEH//NqZrxm55/nlAkAQO+gfwIA8uZOKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJC7iu5OoEuUfa+NHY7PJQ0AgF5D/wQA5MydUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuavo7gS6xIkzM8MNq4cVjR32QPapV+6YHZ+5rCZ7BwCAnqgD/VNEx3oo/RMAbJjcKQUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByV9HdCXSNYZnRwzbKCB47J/PYPqN2zozX7JQZBgDooTrQP0V0qIfSPwHAhsmdUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3Fd2dQI9z/87Z8TPaOH706Oz4VVeVkAwAQC/RkR5K/wQAGyR3SgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcVXR3Ar3Ov2SHd4rHM+NzOzEVAIBeI6OH0j8BwIbJnVIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALmr6O4Eep2t5mSG5/5uUU6JAAD0Ihk9lP4JADZM7pQCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuavo7gR6nUmnt7HDlXlkAQDQu2T2UPonANgQuVMKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7koaSo0bNy5SSs3WggULWuxTW1sbjY2NMXny5Nhjjz06NWEAgN5GDwUA0FLJd0o988wzMXjw4MIaOnRoIXbBBRfEeeedF+eee27sv//+sXDhwnj44YdjwIABnZo0AEBvo4cCAGiu5KHUqlWroq6urrDefPPNQmz06NFxySWXxL333hvPPvtsjBo1KjbZZJM49dRTOzVpAIDeRg8FANBcRakH7LLLLlFbWxsrVqyIadOmxdixY2PevHmx4447xjbbbBMPPfRQYd+mpqaYMmVKHHTQQXHDDTe0er6+fftGv379Co8rKysjImLAgAGFP/cofTbJDJeXd8/LdK29bnddvzdSs9KpWfuoW+nUrHRq1j551iuvHgoAoLcoaSg1bdq0+OIXvxgvvvhibL311vHtb387pk6dGnvuuWcMHjw4IiLq6uqaHVNXVxdDhgwpes4xY8bE+PHjW2yfNWtWKanxd8OGDevuFHodNSudmrWPupVOzUqnZj1Tnj1Uj7XxF7s7g3b58M5VmfEXMmaB/WfUdHI2ALB+KWko9eCDDxb+/Mwzz8Sf/vSnmDNnTowaNSqeeOKJiIhIKTU7pqysrMW295o4cWJMmjSp8LiysjJqa2tjt912a/ECoD3Crddkhqd8+GM5JdJceXl5DBs2LGbOnBlr1qxpdZ8hO1YXPf7FNn642u+pKR1Jr0dal5rRnJq1j7qVTs1Kp2btU1FR0ey1nbpKnj0UAEBvUfKv771XY2NjPP3007HLLrvEr371q4iIGDx4cCxcuLCwz6BBg1r85O+9mpqaoqmpqcX2hoaGqK+v70h6XWPVysxwd/9DYM2aNUVzSFG8nqvX4bzrq6ya0To1ax91K52alU7NStNdterKHgoAoLfo0Asp9O3bN3bfffdYsGBBzJs3LxYsWBDDhw8vxPv06RPV1dUxderUDicKALC+0EMBAJR4p9QVV1wRv/71r+PVV1+NQYMGxbe//e34wAc+ELfeemtERFx11VUxduzYmD17dsyePTvGjh0bjY2Ncccdd3RJ8gAAvYEeCgCgpZKGUtttt13ceeedMXDgwPjb3/4WTzzxRBx44IHx6quvRkTE5ZdfHhtvvHFcd911scUWW8S0adNixIgR0dDQ0CXJAwD0BnooAICWShpKnXLKKW3uM2HChJgwYUK7EwIAWN/ooQAAWurQa0oBAAAAQHsYSgEAAACQu5J+fY+InU/cNDO+3TtVmfHXX6rpzHRK8vKc4tfun2MeAMCGJ6uH6q39U4QeCgA6wp1SAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHcV3Z1AMbU7RES/1mNz5mUf+5GfPJ8Z3/nLfy0aOz3ezjz2jWjMjA9elRmOmuwwAECHLPlwRDS0HsvqoTrSP0V0rIfSPwHAhsmdUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuavo7gSKmXn9b2PVqlWtxvYbU5V5bM0+S7NPXrNr0dDmH80+987Ds0/9tYHZ8aU12XEAgI74661TYs2aNa3GsnqojvRPER3rofRPALBhcqcUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyF1FdyfQHtMn1nTZud95Ifvc06/psksDAHQpPRQA0JO4UwoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcVXR3AsUcs+qYmL9yfuvB167IPLZmp8O7ICMAgJ6velV11K+ubz2Y0UPpnwCAvLlTCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgd4ZSAAAAAOSuorsTKOq4iJhfLHh+5qE/j/GZ8at+UzxeM7gm81gAgB7tyIioLxYs3kN1pH+K0EMBAKVzpxQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4qujuBrnBVjM+Mb/epDxeNVR24ReaxjU/snBl/rqYmMw4A0BN1pH+K6FgPpX8CgA2TO6UAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7iq6O4Hu8Hq8XDR28RP3Zh67yV23ZMZr2pEPAEBPl9U/RXSsh9I/AcCGyZ1SAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAActehodRFF10UKaW48sorm20fN25c1NbWRmNjY0yePDn22GOPDiUJALC+0D8BALyr3UOpqqqqOPvss2PmzJnNtl9wwQVx3nnnxbnnnhv7779/LFy4MB5++OEYMGBAh5MFAOjN9E8AAP/QrqHUpptuGrfffnt8+ctfjkWLFjWLjR49Oi655JK4995749lnn41Ro0bFJptsEqeeemqnJAwA0BvpnwAAmqtoz0HXXntt3H///fHII4/Et7/97cL2HXfcMbbZZpt46KGHCtuamppiypQpcdBBB8UNN9zQ4lx9+/aNfv36FR5XVlZGRMSAAQMKf85Tv+ibGa+s6JMZLy/vnpfpWnvd7rp+b6RmpVOz9lG30qlZ6dSsffKsV2f2TxHFeygAgN6i5KHUSSedFPvuu2/sv//+LWKDBw+OiIi6urpm2+vq6mLIkCGtnm/MmDExfvz4FttnzZpVamq5+E53J9CGYcOGdXcKvY6alU7N2kfdSqdmpVOznqmz+6eI4j1Ud7kkvpW9w6Q5RUPLH98589D+M2rakxIA0MOVNJTabrvt4oc//GGMGDEiVqxYUXS/lFKzx2VlZS22rTVx4sSYNGlS4XFlZWXU1tbGbrvtFgsWLCglvXzsPzMz/NBD2f8Y6PfUlM7MpqC8vDyGDRsWM2fOjDVr1nTJNdY3alY6NWsfdSudmpVOzdqnoqIihg4d2qXX6Ir+KaJ4DwUA0FuUNJTab7/9Yuutt47p06f/4wQVFXHooYfGueeeG7vttltEvPsTv4ULFxb2GTRoUIuf/q3V1NQUTU1NLbY3NDREfX19Kenlo7F4cxgRsTqyc+7qfyisWbPGP0ZKpGalU7P2UbfSqVnp1Kw0edSqK/qniOI9FABAb1HSCyk88sgjsddee8Xee+9dWH/5y1/i9ttvj7333jvmzp0bCxYsiOHDhxeO6dOnT1RXV8fUqVM7PXkAgJ5O/wQA0LqS7pRqaGiIZ599ttm2pUuXxltvvVXYftVVV8XYsWNj9uzZMXv27Bg7dmw0NjbGHXfc0XlZAwD0EvonAIDWtevd97JcfvnlsfHGG8d1110XW2yxRUybNi1GjBgRDQ0NnX0pAID1gv4JANgQdXgodfjhh7fYNmHChJgwYUJHTw0AsF7SPwEAlPiaUgAAAADQGQylAAAAAMhdp7+m1Pru4ifuzYwfvDL7+JpOzAUAoLfI6qH0TwCwYXKnFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7iq6O4He5pLxIzPj1/T/Vk6ZAAD0Hlk9lP4JADZM7pQCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuavo7gR6nSEnZobPHZF9+PSJnZgLAEBvkdFD6Z8AYMPkTikAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQu4ruTqC3SYOmZ8anT6zJKRMAgN4jq4fSPwHAhsmdUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3Fd2dQE/znZiUGZ++9aE5ZQIA0HvooQCAUrlTCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgd4ZSAAAAAOSuorsT6Gm+F5/MjB8fy3LKBACg99BDAQClcqcUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuKro7gWL+LcZHfSxtNfbv8W8dOvdX4vyisf9atmf2wc/WdOjaAABd6aL4QayIplZjHemhsvqnCD0UAFA6d0oBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3FV0dwLFNEVTrIgVXXLu/4origfvfSD74F07Nxd6tp2qqjLjW/6heOylQ7PP/U5NTTsyAoBsK2JFrIimTj9vZv8UoYeioCP9U4QeCmBD4k4pAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkLuK7k6gmN/G3fFGvJH/hXc9uo0danJJg55hbk0bn++/VRUNvdPGsYdUVWfGj09Li8Z+Xpad1oy28gZgvXVf/HcsjeJ/h3QZPRR/15H+KaJjPVRW/xShhwLoadwpBQAAAEDuDKUAAAAAyJ2hFAAAAAC5K2ko9dWvfjVmzpwZixcvjsWLF8fUqVPjqKOOarbPuHHjora2NhobG2Py5Mmxxx57dGrCAAC9jR4KAKClkoZSr7/+elx00UVRVVUVVVVV8fvf/z7+93//t9A0XXDBBXHeeefFueeeG/vvv38sXLgwHn744RgwYECXJA8A0BvooQAAWippKPWb3/wmHnjggZg9e3bMnj07vv3tb0dDQ0MceOCBERExevTouOSSS+Lee++NZ599NkaNGhWbbLJJnHrqqV2SPABAb6CHAgBoqd2vKVVeXh4nnXRSbLrppvGnP/0pdtxxx9hmm23ioYceKuzT1NQUU6ZMiYMOOqhTkgUA6O30UAAA76oo9YC99tor/vSnP0X//v2joaEhRo4cGc8//3z80z/9U0RE1NXVNdu/rq4uhgwZUvR8ffv2jX79+hUeV1ZWRkTEJgM2iU0rN231mMqoLDXtddfGmK68h742fHl5ebP/07bOqFnlRsWfi22dd+1zvZiNs55rbXwJdNXzwPOsfdStdGpWOjVrnzzrlVcPBQDQW5Q8lJo1a1bsvffesfnmm8cJJ5wQt956a1RXVxfiKaVm+5eVlbXY9l5jxoyJ8ePHt9j+0KzflJoaETFs2LDuTqHX6UjNlsSSdh9bt2RBu49t67L7tP/M68TzrH3UrXRqVjo167ny6qHmxLioj1VFjjq+Pamvk7ersuNza7rs0nSBqiezP6HPn108trSmjU/2zm1cvI0+57GaKUVj95Y9mnlsxZ27Zcbfrir+cc9t6+MCoGQlD6VWrlwZc+bMiYiI6dOnx/777x/f/OY347LLLouIiMGDB8fChQsL+w8aNKjFT/7ea+LEiTFp0qTC48rKyqitrY3ddnskFixYUeSok0tNu7mvzSwaeuW67Gb+5SnF/xLsTuXl5TFs2LCYOXNmrFmzprvT6TGqZ1YXjVX2qYzaz9fGS9tuG2vq61vdZ2kbn+/qDxQ//5QlHXuu/Kb68aKxK27aJfPYV750Yma8vc9jz7P2UbfSqVnp1Kx9KioqYujQoblcK68eCgCgtyh5KPV+ZWVl0a9fv5g3b14sWLAghg8fHjNmzIiIiD59+kR1dXVceOGFRY9vamqKpqamFtsbGlZHfX2xn/K1PkBYZyuK/9Qxigwn1urpjf6aNWt6fI55ql/Z9nNlTX190aFUW7WsX1P8/B39PKyob/l1UbjuqmJfG2t36NrnsedZ+6hb6dSsdGpWmu6sVVf1UAAAvUVJQ6lLLrkkHnjggXjttdeisrIyTj755DjssMPiqKOOioiIq666KsaOHVt4Z5mxY8dGY2Nj3HHHHV2SPABAb6CHAgBoqaSh1NZbbx233XZbbLPNNrF48eJ46qmn4qijjor/+7//i4iIyy+/PDbeeOO47rrrYosttohp06bFiBEjoqGhoUuSBwDoDfRQAAAtlTSUOuuss9rcZ8KECTFhwoR2JwQAsL7RQwEAtOR9owEAAADInaEUAAAAALkzlAIAAAAgdyW9plSurq+LWN7YeuyROdnHDsoOr/rczkVjM06raSMxepWssevfY0unTCn6luBVVaszT//1uLForCqq2sou09i4onjwlB0yj93yjq9mxl/YPTu3hud9HQD0WrcujFi1svVYVg/Vgf4pImJGk7871itt/Oh6aU3xz3dH+qeIjvVQmf1TRId6KP0TQOdzpxQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4qujuBYn557EXRFPNbjR3WP/vYlTtnx2csq2lnVvQ6J3Tw+BsPyAxfc1YHz5/h0jg/I5oVi4hTs8Mfbevil2zR6ubKvmWxZJ+I6urqqK+vb/3YG9r4At34gcxwze6VbWUHQIbfHj86Vkfr36Ozeij9E8201UPNyYj12P4poiM9VHv7p4KL2/giy+qh9E/AesqdUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3Fd2dQDGbPP3b6LtqVauxmoduyTx25umnd35CbJCWH5od759PGvm7eOfWt1dWRnxrSfaxZy9v4+SHZ0YnxC1FY89F38xj5/z7AZnxtKDIx/V308+syYwD9AabzpwSa9asaTWW1UPpn+gs+qd2yuyh2t8/RXSsh9I/AV3JnVIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgdxXdnUBRux8TEfNbDe39o+xDZ5x+eqenQ+9UM6emaKy8vDxin+zj++/ayQnRpl/H6e0/+LvZ4bLJ2fGVG1cVjc1cVvy5BNCj7FkdEfWthrJ6KP0T75XVQ7VF/5S/DvVPEZk9VEf6pwg9FJDNnVIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgdxXdnUAxx+wYMX9+keCS7GNrXuz0dOilTt+vqmhs06iMJ2JJVFdXR319fY5Z0V2+c/ikzPjLcV7xYE0nJwPQRaoHRhT9ay2jh9I/8V5ZPVRExDNlOSVCt+tQ/xShhwIyuVMKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3Fd2dQDHHxomxKN5pNXbRi+fmmwy91i3Ta4rGysvLI/aJmDJlSqxZs6bVfaqqqroqNbrBv//veZnx6dsWf74A9Bafic/HsljeakwPxbrK6qEiIiIjrH9av+ifgK7kTikAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQu4ruTqCY+394Ssxf1tRqbN+qv2QeO/auD2TGXz7680VjSyqz82o6+ODMeNUVj2fGa/rUZF9gA/Thnasy4y/P6dqa/d8+1dEU9V16DfLxwtLs+PTnff0B679f3fDFqF+5utVYVg/Vkf4pomM9lP6pfbJ6qK7unx7cL7t/o3fJ6qH0T0BXcqcUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyF1FdydQzDe++WTUz1/aamxsfCvz2HEnXpUZvy1uKBr7TgzLTuzxAzLDT1RlHx4z24ivh6pevDEzPq7qqsz4Oe9kF3WLBcVj/d4pHqvcqDKWxJL43gci6uszL0EPUVNTkxlveD6nRAB6sPPProkV9U2txrJ6qI70TxEd66H0T63rSA/Vkf4pIruHioiIsjbi9Ch6KKCncqcUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyF1FdydQTIqIFKldx06I0e2/8H/fmxn+7slXZsYrZh7S/muvr069PjM8oY3DJ2zeaZk0VxkRS7ro3HSJ/cZUZcanT6zJKROAniv9/b9Sdah/iuhQD6V/KqIDPVSX9U/0SnoooKdypxQAAAAAuTOUAgAAACB3hlIAAAAA5K6kodRFF10Uf/7zn2PJkiVRV1cX9957b+y6664t9hs3blzU1tZGY2NjTJ48OfbYY49OSxgAoDfRPwEAtK6koVR1dXVce+21ceCBB8bw4cOjoqIiHnroodhkk00K+1xwwQVx3nnnxbnnnhv7779/LFy4MB5++OEYMGBApycPANDT6Z8AAFpX0rvvHX300c0en3HGGfG3v/0t9ttvv3jsscciImL06NFxySWXxL33vvsOLKNGjYq6uro49dRT44YbbuiktAEAegf9EwBA6zr0mlKbbbZZRES8/fbbERGx4447xjbbbBMPPfRQYZ+mpqaYMmVKHHTQQR25FADAekH/BADwrpLulHq/SZMmxWOPPRbPPvtsREQMHjw4IiLq6uqa7VdXVxdDhgxp9Rx9+/aNfv36FR5XVla+u31An+hX2bfVYyqjsiNpZ6vILkmxnNYqL++e145fe93uun6WtZ/TnmZtXj01v56o22u2SXa4Jz7/I3r212dPpWalU7P26Y56dUb/FFG8hwIA6C3aPZT60Y9+FB/72Mfi4IMPbhFLKTV7XFZW1mLbWmPGjInx48e32H7erDOLXvu78Y3Sku1MJ3TfpdfFsGHDujuFFpYsWdLdKWSqra3t7hR6nZ5as326O4E29MSvz55OzUqnZj1bZ/VPEcV7qP+Ib0d91Hc415K99bHM8HE12+eUSO9RVVXV3SmwgTji4WMz4w9cW/y5+MySms5OB6CgXUOpq6++Oo477rg49NBDm/3jdOHChRHx7k/81v45ImLQoEEtfvq31sSJE2PSpEmFx5WVlVFbWxu77bZbLFiwoD3pdcx/zswMT6l6J588SlReXh7Dhg2LmTNnxpo1a3K/fnV1de7X7Ki1z7Vtt9026uu7oXnvhbq7ZofGJzPjd//1d5nx55ZM6cx01ll3f332RmpWOjVrn4qKihg6dGgu1+rM/imieA8FANBblDyUuuaaa2LkyJFx2GGHxcsvv9wsNm/evFiwYEEMHz48ZsyYERERffr0ierq6rjwwgtbPV9TU1M0NTW12N7Q0NA9g4KVxX8iGRE9vtFfs2ZNt+TYm4c69fX1vTr/7tBdNWuMZdk7rMnOqbu/frvr67M3U7PSqVlp8qpVZ/dPEcV7KACA3qKkodS1114bp556ahx//PFRX18fW2+9dURELF68OJYvXx4REVdddVWMHTs2Zs+eHbNnz46xY8dGY2Nj3HHHHZ2fPQBAD6d/AgBoXUlDqa997WsRETFlSvNfgTn99NPj1ltvjYiIyy+/PDbeeOO47rrrYosttohp06bFiBEjoqGhoZNSBgDoPfRPAACtK2koVVZWtk77TZgwISZMmNCuhAAA1if6JwCA1nnfaAAAAAByZygFAAAAQO5Kfve99cJtk4uGambdnHloVf/vZ8Zrlte0KyWgbZPj/sx4/11ntnGCYZnhmkpfvwBFZfRPER3rofRP0LU61EPpn4Au5E4pAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkLuK7k6gKxwZP8uMP7jv4UVjfV6dk3lszS7fz77409lhoCsNy4yOOfzyzHjVX6uKxmpW17QrI4DeoiP9U0QHeyj9E3Sz4j1UR/qnCD0UkM2dUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3Fd2dQFd45NafZMZnXviporEXf7Nz5rE7XZx97Rk12fH1VU1N8Q+8qqoqx0yguIlxQfYO+xQPfSdlP4+/N30D/eIH1hsd6Z8iOtZD6Z9ap4eiJ+hI/xSR3UPpnwB3SgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcVXR3Al3iY49lhvfbvHhs+viazGMrnlv2j/PMfSEu/5/r4oKTvhbTd/poRERkHw30Vg+UZcdvW1RVNFYWlRGxJOLYYyPq61vu8OijHcoNoFN0oH+KWIceqqr490n9E6y/snqorP4pIuLl7Qdkn1wPBb2eO6U64It/fDCOeP6v8YWpv+vuVAAAAAB6lfXzTqkutMObC2Ng/eJIZREnTft9RESc/MQjcevBR0VZiui7xdbRtM023ZwlAAAAQM9mKFWiV877XOHPa/7+/w8uWRRPfveswvbpNW5CBwAAAMji1/dK9PmvfidWlm8UEf8o3tr/ryzfKOZ973vdkhcAAABAb2IoVaI7DhoRB4z/r1ZjB4z/r3j76KNzzggAAACg9zGU6oDVZWXN/g8AAADAuvGaUu3wxge2iAWbbRmvbTkoflr9qThzym9i+7ffiDc+sEV3pwYAAADQKxhKtUPtloPiw5N+EU0VfSLKyuKGw4+LvqtWRlOfvt2dGgAAAECvsH4OpfbJDv8gri8aGxOr2zj5IRER0fS+rWsf7/1U9tEzmrwzH6yP/m2Lfy0a61/ZP25YErF4fkOsjoYW8c2nd2VmAOuoA/1TxLr0UMXt3bcqM65/gvVTVv8UETEqXZsZ10NB7+c1pQAAAADInaEUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAclfR3Ql0hzHx1XYfe0lclxmvWPK1zHhN/3ZfuteqqanJjFdVVeWUCXSd2+LaorHKqIwb4j/iuN1nRn1DahFP/7lz5rmn75z9NQSQh470T22pWJId3xD7pwg9FOu/rP4pIuK27edkxvVQ0Pu5U6oDBscrcWpcFYPjle5OBQAAAKBXMZTqgKExLT4cL8bQmNbdqQAAAAD0Khvkr+91xAfirdgklkaKiD1iesTf//9UHBhlEbHDwohXB3drigAAAAA9nqFUic6N7xT+vPaVYTaJ+jgzfhAREV/6l4iyx7shMQAAAIBexK/vleh/4/RY/feylf1929r/r47y+Px3uyUtAAAAgF7FUKpEz8bH45a4oNXYLXFB3DEi54QAAAAAeiFDqQ5Y8/d7pNYU7pUCAAAAYF14Tal2aIzKaIgPxJLYImbGQTEspsYHYlE0RmV3pwYAAADQKxhKleji+FpERHwrIppiSUS8EhERfSOiKS6Oiw/+j+wT1HRpekBPVjssor6+xeYp/5J92IC/dlE+AD2E/glo1es7Z4b1UND7+fW9dmpq4zEAAAAAxRlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkrqK7E1jfXBLfyoyPjJqcMuk9amqya1JVVZVTJtA9ztzojsz47yL7a+CdNr6GAHo6/VP7ZPVQ+ic2BB3pofRP0DO4UwoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHeGUgAAAADkrqK7E9jQ7Denqmhs+s41OWbSe9TUZNelqqp4TaE3mBOnZsY/Mjn7+HRI9tfA9Md8bwF6t6z+KUIP1Rr9ExuCjvRQ+ifoGdwpBQAAAEDuDKUAAAAAyJ2hFAAAAAC5K3kodcghh8R9990XtbW1kVKK448/vsU+48aNi9ra2mhsbIzJkyfHHnvs0SnJAgD0RvonAICWSh5KbbrppjFz5sw499xzW41fcMEFcd5558W5554b+++/fyxcuDAefvjhGDBgQIeTBQDojfRPAAAtlfzuew8++GA8+OCDReOjR4+OSy65JO69996IiBg1alTU1dXFqaeeGjfccEP7MwUA6KX0TwAALZU8lMqy4447xjbbbBMPPfRQYVtTU1NMmTIlDjrooFabqr59+0a/fv0KjysrKyMiYsCAAYU/r1cyKl5e3v6X+Fp7bEfO0Vu193my9rj18nnWRdSsfTpct43aukB2uDd+X9iQv6e1l5q1T0+oV3v6p4jiPRQAQG/RqUOpwYMHR0REXV1ds+11dXUxZMiQVo8ZM2ZMjB8/vsX2WbNmdWZqvcI+nXCOYcOGdcJZepclS5Z06Pja2tpOymTDoWbt02V1q8sOd8b3lu6yIX5P6yg1633a0z9FFO+h1kcXn3RFZvyzNTklAvQuhxcPld2Zfegze1ZlxrfcOPv4+TW+McG66NSh1FoppWaPy8rKWmxba+LEiTFp0qTC48rKyqitrY3ddtstFixY0BXpdatvxfeLxj495ZB2n7e8vDyGDRsWM2fOjDVr1rT7PL1RdXV1u45b+1zbdttto76+vpOzWj+pWft0ed1uyg5P+1Tx2BaDso9dMGVK6fl0gg35e1p7qVn7VFRUxNChQ7s7jYgorX+KKN5DAQD0Fp06lFq4cGFEvPsTv7V/jogYNGhQi5/+rdXU1BRNTU0ttjc0NKyX/+hdES0/1rU64x8Ra9as2eD+MdLR50l9ff16+VzrSmrWPl1Wt1XZ4azvCKmNdLr7+8mG+D2to9SsND2hVu3pnyKK91AAAL1Fp76Qwrx582LBggUxfPjwwrY+ffpEdXV1TJ06tTMvBQCwXtA/AQAbqpLvlNp0003jIx/5SOHxjjvuGMOGDYu33347Xnvttbjqqqti7NixMXv27Jg9e3aMHTs2Ghsb44477ujUxAEAegv9EwBASyUPpaqqquLRRx8tPL7yyisjIuKWW26JM844Iy6//PLYeOON47rrrostttgipk2bFiNGjIiGhoZOSxoAoDfRPwEAtFTyUGrKlClRVlaWuc+ECRNiwoQJ7U4KAGB9on8CAGipU19TCgAAAADWhaEUAAAAALkr+df36JhL4/yisQt2yD72pVdrOjmb9UNNTfG6VFVV5ZgJdI/DTzk2M77X1VcXjaVbd848dn67MgLoXFn9U4Qeqj2y+qcIPRTrv470TxF6KOgs7pQCAAAAIHeGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuavo7gT4h80HtbHDzVVFQ5V9KmPJPks6N6H1QE1NTdFYebmZLOuHyXF/Zvzkb/xL8eC0Tk4GoBt0pIeqGVq8V9iQZfVQERFVVcVrCr1Bh/qnCD0UdBL/KgcAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5q+juBCjBGRmxyoj4fER1dXXU19e3vs/Pix+eNs6+9PQhNW1l12tNmTIl1qxZ02qsqqoq52yg8z0bfYrG3tq1jYPndG4uAN0io4eqijb+rs/onyKye6j1uX+qqSn+semfWB9k9U8ReijoLO6UAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALmr6O4EyNFpxUOXxnWZh178TFVmvGZ5TXsy6vFqarI/rqqq7LpAT7BD/G/R2Bc2zz72e+PHZ+/QVhygt8vonyKyeyj9U+v0T/QGWf1TRAd7KP0TFLhTCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgdxXdnQA9w8Xxtewd9soOVw3bomhs1W07Zx47o6km++Q9WE1N8dyrqqpyzASKuz9OLh68+enMY3/7yG8y49PHj29HRgDrj8weqgP9U8T620Nl9U8Reih6hsz+KaJDPZT+Cf7BnVIAAAAA5M5QCgAAAIDcGUoBAAAAkDtDKQAAAAByZygFAAAAQO4MpQAAAADInaEUAAAAALkzlAIAAAAgdxXdnQDriZk7Fw1V3DQn89Ca0xZ1djY9Qk1NTWa8qqoqp0zghOKhAVdkHpmWnd/JuQBQkNE/ReihitFDkY+M/ilCDwWdxJ1SAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHcV3Z0AG4Crds4MD/xe9uFvzqrpxGR6jpqa7I+rqqoqp0zYoJ14fmb4yQEDckoEgBY60EOtr/1TRHYPpX8iN3oo6BTulAIAAAAgd4ZSAAAAAOTOUAoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5q+juBODDlW3tUZUZXZURm1FTU2o6PUZNRu4j98uuyWtlnZ0NG6qqhobMeM2MGdkn2HvvTssFgOaye6j2908RvbeHyuqfIvRQ5Cerh9I/wT+4UwoAAACA3BlKAQAAAJA7QykAAAAAcmcoBQAAAEDuDKUAAAAAyJ2hFAAAAAC5M5QCAAAAIHcV3Z0AdFTWk/ilj1YVjZVFZUQs6fR88nDv9JrMeNWt/5Z9glGPdWI2bMiqzjorM/5KRuxvNdnPYwC6Tlv/CMjqoSIi3nmhd34P71APpX+ik3Skf4rQQ7F+cacUAAAAALkzlAIAAAAgd4ZSAAAAAOTOUAoAAACA3HXZUOqcc86JuXPnxrJly6KmpiYOPvjgrroUAMB6Qf8EAGxIumQodeKJJ8ZVV10Vl1xySeyzzz7x2GOPxQMPPBDbb799V1wOAKDX0z8BABuaLhlKnXfeefHTn/40fvrTn8YLL7wQ//Zv/xavvfZanHPOOV1xOQCAXk//BABsaCo6+4R9+vSJ/fbbL37wgx802/7QQw/FQQcd1GL/vn37Rr9+/QqPKysrIyJi66237uzU1msDBgyIiIhtttmmUEOyp65l8W7NKioqYs2aNfkklJMPbTywjR0+1K7zep61z4Zct6yvwYqK4n8FlZeXF/ZZ374+u4qatU/W8zBPpfZPEcV7qA3t+wxdo6yN+NrvOeubyj6bZAR9bZGPDfXrj96jM5+Dnd6JDRw4MCoqKqKurq7Z9rq6uhg8eHCL/ceMGRPjx49vsf3JJ5/s7NQ2CLNmzeruFHqdoUOHdncKna522D3ZO3yuY+f3PGsfdWtuu3XYZ338+uxqatY+W265ZdTX13fb9UvtnyKK91C1tbVdkSI0t093J9A1luzzYPHgKfnlAVn8Ujc9RWf0T13248GUUrPHZWVlLbZFREycODEmTZpUeFxZWRm1tbWx7bbbdmtz2NuoW+nUrHRq1j7qVjo1K52atc/aur399tvdnUpErHv/FKGH6gxq1j7qVjo1K52atY+6lU7NSteZ/VOnD6XefPPNWLVqVYuf6g0aNKjFT/8iIpqamqKpqanF9vr6ek+IdlC30qlZ6dSsfdStdGpWOjXrnUrtnyL0UJ1JzdpH3UqnZqVTs/ZRt9KpWffo9F9GXblyZUyfPj2GDx/ebPvw4cNj6tSpnX05AIBeT/8EAGyIuuTX9yZNmhS33XZb1NTUxJ/+9Kc4++yzY4cddojrr7++Ky4HANDr6Z8AgA1Nlwyl7rrrrthqq63iu9/9bmyzzTbxzDPPxDHHHBOvvvpqm8euWLEixo8fHytWrOiK1NZb6lY6NSudmrWPupVOzUqnZu3Tk+rWkf4pomd9LL2FmrWPupVOzUqnZu2jbqVTs9J1Zs3KIqL1V88EAAAAgC7S6a8pBQAAAABtMZQCAAAAIHeGUgAAAADkzlAKAAAAgNz1uKHUOeecE3Pnzo1ly5ZFTU1NHHzwwd2dUo9xyCGHxH333Re1tbWRUorjjz++xT7jxo2L2traaGxsjMmTJ8cee+zRDZn2HBdddFH8+c9/jiVLlkRdXV3ce++9seuuu7bYT92a++pXvxozZ86MxYsXx+LFi2Pq1Klx1FFHNdtHzbJddNFFkVKKK6+8stl2dfuHcePGRUqp2VqwYEGLfdSruQ996ENx2223xZtvvhlLly6Nv/71r7Hvvvs220fdmps3b16L51pKKX70ox8V9untNdM/ZdNDlU4PVTr9U8fpn9aNHqp99FClybN/Sj1lnXjiiWnFihXpzDPPTB/96EfTlVdemerr69P222/f7bn1hHXUUUel733ve2nkyJEppZSOP/74ZvELLrggLV68OI0cOTLtueee6c4770y1tbVpwIAB3Z57d60HHnggjRo1Ku2xxx7pYx/7WPr1r3+dXn755bTJJpuoW8b61Kc+lY4++ui0yy67pF122SV9//vfTytWrEh77LGHmq3DqqqqSnPnzk0zZsxIV155ZWG7ujVf48aNS08//XTaeuutC2vgwIHqlbE233zzNG/evHTTTTel/fffPw0ZMiQdccQRaaeddlK3jDVw4MBmz7MjjzwypZRSdXX1elEz/VPbSw9V+tJDlb70Tx1b+qd1X3qo0pceqvSVY//U/R/s2vXEE0+k6667rtm25557Ll166aXdnltPW601VPPnz08XXHBB4XHfvn3TokWL0tlnn93t+faUNXDgwJRSSocccoi6lbjeeuut9KUvfUnN2libbrppmjVrVjryyCPT5MmTmzVV6tZ8jRs3Lv31r38tGlevlmvixInpD3/4Q+Y+6tb2uvLKK9Ps2bPXm5rpn0pbeqj2LT1U+5b+ad2W/qm0pYcqfemhOr66qn/qMb++16dPn9hvv/3ioYcearb9oYceioMOOqibsuo9dtxxx9hmm22a1a+pqSmmTJmifu+x2WabRUTE22+/HRHqti7Ky8vjpJNOik033TT+9Kc/qVkbrr322rj//vvjkUceabZd3Vq3yy67RG1tbcydOzfuvPPO2HHHHSNCvYo57rjjoqamJu66666oq6uLJ598Ms4666xCXN3a1qdPnzjttNPipptuiojeXzP9U8f19udAXvRQpdE/lUb/VDo9VGn0UB3Tlf1TjxlKDRw4MCoqKqKurq7Z9rq6uhg8eHA3ZdV7rK2R+mWbNGlSPPbYY/Hss89GhLpl2WuvvaK+vj5WrFgR119/fYwcOTKef/55Nctw0kknxb777htjxoxpEVO3lqZNmxZf/OIX45Of/GR8+ctfjsGDB8fUqVNjyy23VK8idtpppzjnnHNi9uzZ8clPfjKuv/76uPrqq+MLX/hCRHierYvPfOYzsfnmm8ctt9wSEb2/Zvqnjuvtz4G86KHWjf6pdPqn0umhSqeH6piu7J8qOiXDTpRSava4rKysxTaKU7/ifvSjH8XHPvaxVl/8Vd1amjVrVuy9996x+eabxwknnBC33nprVFdXF+Jq1tx2220XP/zhD2PEiBGxYsWKovup2z88+OCDhT8/88wz8ac//SnmzJkTo0aNiieeeCIi1Ov9ysvLo6amJi6++OKIiJgxY0bsueeecc4558Rtt91W2E/dijvzzDPjgQceaPGCsL29Zr09/55ADYvTQ607/VNp9E/to4cqnR6qY7qyf+oxd0q9+eabsWrVqhZTtUGDBrWYvtHSwoULIyLUr4irr746jjvuuDj88MOjtra2sF3dilu5cmXMmTMnpk+fHmPHjo2ZM2fGN7/5TTUrYr/99outt946pk+fHitXroyVK1fGYYcdFt/4xjdi5cqVhdqoW3GNjY3x9NNPxy677OJ5VsSCBQviueeea7bt+eefjx122CEifE9ryw477BCf+MQn4sYbbyxs6+010z91XG9/DnQ1PVRp9E+l0T91Dj1U2/RQ7dfV/VOPGUqtXLkypk+fHsOHD2+2ffjw4TF16tRuyqr3mDdvXixYsKBZ/fr06RPV1dUbfP2uueaa+OxnPxtHHHFEvPzyy81i6rbuysrKol+/fmpWxCOPPBJ77bVX7L333oX1l7/8JW6//fbYe++9Y+7cuerWhr59+8buu+8eCxYs8Dwr4o9//GPstttuzbbtuuuu8corr0SE72ltOeOMM+KNN96I+++/v7Ctt9dM/9Rxvf050JX0UB2nf8qmf+oceqi26aHaL4/+qdtfxX3tWvuWxmeccUb66Ec/miZNmpTq6+vTDjvs0O259YS16aabpmHDhqVhw4allFIaPXp0GjZsWOEtny+44IK0aNGi9JnPfCbtueee6fbbb9+g38IyItK1116bFi1alA499NBmb2fZv3//wj7q1nJdcskl6eCDD05DhgxJe+21V/r+97+fVq1alT7xiU+oWQnr/e8eo27N1xVXXJEOPfTQ9OEPfzh9/OMfT/fdd19avHhx4Xu+erVcVVVVqampKY0ZMybtvPPO6ZRTTkkNDQ3p1FNP9TxrY5WVlaWXX345TZw4sUWst9dM/9T20kOVvvRQpS/9U+cs/VPbSw9V+tJDtW/l1D91/wf63nXOOeekefPmpeXLl6eamppmbzu7oa/q6urUmptvvrmwz7hx49L8+fPTsmXL0qOPPpr23HPPbs+7O1cxo0aNarafujVfN954Y+HrsK6uLj388MOFhkrN1n29v6lSt+brzjvvTLW1tWnFihXp9ddfT7/85S/T7rvvrl5trGOPPTY99dRTadmyZem5555LZ511Vot91K3lGj58eEoppV122aXVeG+vmf4pe+mhSl96qNKX/qlzlv6p7aWHat/SQ5W+8uifyv7+BwAAAADITY95TSkAAAAANhyGUgAAAADkzlAKAAAAgNwZSgEAAACQO0MpAAAAAHJnKAUAAABA7gylAAAAAMidoRQAAAAAuTOUAgAAACB3hlIAAAAA5M5QCgAAAIDcGUoBAAAAkLv/DxeyfO1fIK1cAAAAAElFTkSuQmCC" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 60 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 15, 9 - Gospel Rock, West Keats Island\n", + "\n", + "* check depth of dark pixel off Popham Island; remove if land" + ], + "id": "a0091341cad410d8" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.224591471Z", + "start_time": "2026-01-28T17:07:56.939006486Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([55, 41]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# land point that should be water off Popham Island\n", + "adj_pt = numpy.array([55, 41])\n", + "adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + "print(adj_bathy[adj])\n", + "near_pts = [ # gird cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([54, 40]),\n", + " numpy.array([54, 41]),\n", + " numpy.array([54, 42]),\n", + " numpy.array([56, 40]),\n", + " numpy.array([56, 42]),\n", + " numpy.array([56, 42]),\n", + " numpy.array([55, 40]),\n", + " numpy.array([55, 42]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "fe138b57f76c5a82", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 61 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 16 - Nanoose Bay to Howe Sound", + "id": "4eaeebfa24095204" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.303380168Z", + "start_time": "2026-01-28T17:07:57.249175724Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([510, 540])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "afef156ac9d6e672", + "outputs": [], + "execution_count": 62 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 16, 6 - Nanoose Bay\n", + "\n", + "* surface Southey Island\n", + "* surface Ruth Island\n", + "* surface Winchelsea Islands\n", + "* surface Yeo Islands" + ], + "id": "e7e0cf3c0c95dcfb" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.505186209Z", + "start_time": "2026-01-28T17:07:57.308759916Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Southey Island\n", + " numpy.array([32, 35]),\n", + " numpy.array([31, 36]),\n", + " # Ruth Island\n", + " numpy.array([30, 38]),\n", + " # Winchelsea Islands\n", + " numpy.array([39, 36]),\n", + " numpy.array([42, 38]),\n", + " numpy.array([43, 37]),\n", + " numpy.array([44, 36]),\n", + " numpy.array([44, 35]),\n", + " # Yeo Islands\n", + " numpy.array([31, 50]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "aee966dde0ae18ae", + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 63 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 16, 10 - Gambier Island\n", + "\n", + "* remove fake islet off the end of the 3rd peninsula" + ], + "id": "c2dc62756614bb2c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.747142971Z", + "start_time": "2026-01-28T17:07:57.529904395Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[10]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " numpy.array([52, 4]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([51, 3]),\n", + " numpy.array([51, 4]),\n", + " numpy.array([51, 5]),\n", + " numpy.array([53, 3]),\n", + " numpy.array([53, 4]),\n", + " numpy.array([53, 5]),\n", + " numpy.array([52, 3]),\n", + " numpy.array([52, 5]),\n", + "]\n", + "depth_sum = 0\n", + "for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(ns_masked[adj])\n", + " depth_sum += ns_masked[adj]\n", + "depth_mean = depth_sum / len(near_pts)\n", + "print(depth_mean)\n", + "adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "6579157e78caae4b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 64 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 17 - Parksville to Squamish Estuary", + "id": "12d842c87d8bcec8" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.779948501Z", + "start_time": "2026-01-28T17:07:57.769531146Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([540, 570])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "41d92d84bf5e7c62", + "outputs": [], + "execution_count": 65 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 17, 6 - Northwest Bay & Lasqueti Island\n", + "\n", + "* connect Cottam Point\n", + "* surface Mistaken Island\n" + ], + "id": "94f7410de3d0a188" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:57.981834215Z", + "start_time": "2026-01-28T17:07:57.783743817Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Cottam Point\n", + " numpy.array([10, 1]),\n", + " numpy.array([10, 2]),\n", + " # Mistaken Island\n", + " numpy.array([10, 5]),\n", + " numpy.array([10, 6]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "dab8261ba20380cd", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 66 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 17, 7 - North & South Thormanby Islands\n", + "\n", + "* remove fake islets off South Thormanby Island\n", + "* extend the north point of South Thormanby Island\n", + "\n", + "* Although the northwest point of South Thormanby Island looks very different to how it appears on Google Maps,\n", + " charts show that it is surrounded by <2m deep water.\n", + " So, this representation is correct, given our 4m wall at the 2m isobath shoreline.\n" + ], + "id": "670a40119c29a806" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.056476468Z", + "start_time": "2026-01-28T17:07:58.003786994Z" + } + }, + "cell_type": "code", + "source": [ + "def calc_water_pt_depth(near_pts, adj_bathy):\n", + " depth_sum = 0\n", + " for near_pt in near_pts:\n", + " adj = to_array_indices(near_pt, y_min_max, x_min_max)\n", + " print(adj_bathy[adj])\n", + " depth_sum += adj_bathy[adj]\n", + " depth_mean = depth_sum / len(near_pts)\n", + " print(f\" {depth_mean=}\")\n", + " return depth_mean\n" + ], + "id": "d455734c9b08a", + "outputs": [], + "execution_count": 67 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.282307002Z", + "start_time": "2026-01-28T17:07:58.061858359Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Fake islets off South Thormanby IslandPoint\n", + " numpy.array([60, 32]),\n", + " numpy.array([59, 35]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "land_pts = [\n", + " # Extend the north point of South Thormanby Island\n", + " numpy.array([56, 52]),\n", + " numpy.array([58, 52]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "# Extend the north point of South Thormanby Island\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "# Fake islets off South Thormanby IslandPoint\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([59, 33]),\n", + " numpy.array([59, 32]),\n", + " numpy.array([59, 31]),\n", + " numpy.array([60, 33]),\n", + " numpy.array([60, 31]),\n", + " numpy.array([61, 33]),\n", + " numpy.array([61, 32]),\n", + " # numpy.array([61, 31]), # land\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([58, 36]),\n", + " numpy.array([58, 35]),\n", + " numpy.array([58, 34]),\n", + " numpy.array([59, 36]),\n", + " numpy.array([59, 34]),\n", + " numpy.array([60, 36]),\n", + " numpy.array([60, 35]),\n", + " numpy.array([60, 34]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[1], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "142a646b9d8a48ed", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 68 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 17, 8 - Sechelt to Secret Cove\n", + "\n", + "* flatten east side of Welcome Passage and make passage ~2 grid cells wide\n", + "* surface Merry Island\n", + "* surface Trail Islands\n", + "* dig out Sargeant Bay to be 2x2" + ], + "id": "66f6ee0a230a255a" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.316729606Z", + "start_time": "2026-01-28T17:07:58.306018889Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([530, 570])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "bfa74a830d8a365a", + "outputs": [], + "execution_count": 69 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.535361099Z", + "start_time": "2026-01-28T17:07:58.320888573Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[8]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " # Flatten east side of Welcome Passage and make passage ~2 grid cells wide\n", + " numpy.array([13, 66]),\n", + " numpy.array([14, 66]),\n", + " numpy.array([15, 65]),\n", + " numpy.array([15, 64]),\n", + " # Merry Island\n", + " numpy.array([16, 42]),\n", + " numpy.array([16, 43]),\n", + " # Trail Islands\n", + " numpy.array([42, 24]),\n", + " numpy.array([43, 24]),\n", + " numpy.array([44, 25]),\n", + " numpy.array([46, 21]),\n", + " numpy.array([46, 20]),\n", + " numpy.array([49, 20]),\n", + " numpy.array([49, 19]),\n", + " numpy.array([51, 20]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Dig out Sargeant Bay to be 2x2\n", + " numpy.array([38, 35]),\n", + " numpy.array([38, 36]),\n", + " numpy.array([37, 35]),\n", + " numpy.array([37, 36]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "for water_pt in water_pts:\n", + " adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = 4\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "67f931a5842a3802", + "outputs": [ + { + "data": { + "text/plain": [ + "
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+ }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 70 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 17, 12 - Squamish Estuary\n", + "\n", + "* connect Squamish townsite point" + ], + "id": "ab85bc1971e5d04b" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.608591450Z", + "start_time": "2026-01-28T17:07:58.556275201Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([540, 570])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "447ebaa3be47ed6d", + "outputs": [], + "execution_count": 71 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.824215132Z", + "start_time": "2026-01-28T17:07:58.622189860Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[12]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([54, 2]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "d4546b4f20f37fda", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 72 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 18 - Qualicum Beach to Pender Harbour", + "id": "706e277f99a1e2ae" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:58.925959592Z", + "start_time": "2026-01-28T17:07:58.842709731Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([570, 600])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "4a637dbb720b6847", + "outputs": [], + "execution_count": 73 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 18, 5 - NW Lasqueti Island\n", + "\n", + "Plotted with `vmax=80` to make Sisters Islets visible.\n", + "\n", + "* surface Sisters Islets" + ], + "id": "d6b0fa943aaa6697" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.205233824Z", + "start_time": "2026-01-28T17:07:58.952322749Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=80)\n", + "ax_base.grid(True)\n", + "\n", + "# Depths of possible Sisters Islets grid point\n", + "water_pts = [\n", + " numpy.array([47, 42]),\n", + " numpy.array([48, 42]),\n", + " numpy.array([48, 43]),\n", + "]\n", + "for water_pt in water_pts:\n", + " adj = to_array_indices(water_pt, y_min_max, x_min_max)\n", + " print(f\"{water_pt=} depth={adj_bathy[adj]}\")\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Shallowest grid point for Sisters Islets\n", + " numpy.array([48, 42]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"b*\")\n", + "\n", + "# Do the adjustment\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=80)\n", + "\n", + "fig.tight_layout()" + ], + "id": "7f4ff4a8c331011e", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 74 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 18, 6 - Lasqueti, Jervis, Jedediah & Texada Islands\n", + "\n", + "* remove fake island in the mouth of False Bay\n", + "* connect fake islands as points on Jedediah Island" + ], + "id": "e9bfcda60363d0aa" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.470170925Z", + "start_time": "2026-01-28T17:07:59.226531545Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Fake islets in the mouth of False Bay\n", + " numpy.array([7, 35]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "land_pts = [\n", + " # Connect fake islands as points on Jedediah Island\n", + " numpy.array([57, 15]),\n", + " numpy.array([56, 13]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "# Connect fake islands as points on Jedediah Island\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "#\n", + "# Fake islets in the mouth of False Bay\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([6, 36]),\n", + " numpy.array([6, 35]),\n", + " numpy.array([6, 34]),\n", + " numpy.array([7, 36]),\n", + " numpy.array([7, 34]),\n", + " numpy.array([8, 36]),\n", + " numpy.array([8, 35]),\n", + " numpy.array([8, 34]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "6fe2ecee5c08adad", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 75 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 19 - Fanny Bay to Jervis Inlet", + "id": "e48f9e9dd520a7b8" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.499249334Z", + "start_time": "2026-01-28T17:07:59.489269700Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([600, 630])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "d7ec67d068871944", + "outputs": [], + "execution_count": 76 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 19, 7 - Hardy Island & Nelson Island\n", + "\n", + "* Remove fake islet off Hardy Island\n" + ], + "id": "2b4a29ae9f6ea0c5" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.734085448Z", + "start_time": "2026-01-28T17:07:59.499974727Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # Shallowest grid point for Sisters Islets\n", + " numpy.array([52, 50]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"r*\")\n", + "\n", + "# # Do the adjustment\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([51, 51]),\n", + " numpy.array([51, 50]),\n", + " numpy.array([51, 49]),\n", + " numpy.array([52, 51]),\n", + " numpy.array([52, 49]),\n", + " numpy.array([53, 51]),\n", + " numpy.array([53, 50]),\n", + " numpy.array([53, 49]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "6906da2e4cdbdb52", + "outputs": [ + { + "data": { + "text/plain": [ + "
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t/Zz69euXy3Hq1Knx4x//OH7961/HF77whdh///2jqqoqnn322Rb/H06ZMiW+//3vx4EHHhgPPvhgvPvuu/G///u/se+++0bEB8+3Pn36xPe+971WP9/mfzR09mcMwD/o0fRo+ejRSqNHg2Jy9T1KwqBBg2LBggW52xtttFFsvfXW8e6778YRRxwRQ4YMierq6tw7bxERW2yxRY/lc/3118f5558fX//612PjjTeOioqKuOGGG7r1Md5555147rnn4oILLmhz/cP16Eh777pceeWV8bWvfS2OO+64OOqoo2Lx4sWt3vHsyLvvvhuDBg1qtf2j25qbycGDB7e6FO62226b+zDQiIgVK1ZEv379Wh1zwIABLfZr77Gat7X34ZYRkTvOCSecEK+//nq7+xVi1KhR8etf/zqmT58eJ5xwQqxatarVPs8//3zsueeerbY3b3vhhRdabN9hhx3isccei7KysjjssMPavIzwHnvsEXvssUeceOKJrdbmzZsXzz77bOy9996xYsWKeOWVV9p9/MbGxpg3b17e77GsrCwiPnintVDt/ZxWrlyZe/f7lFNOiV/84hetnvcDBgyI999/P3d7zZo1cfnll8fll18em2++eXzmM5+Jiy++OH73u9/F9ttvH4sXL47Vq1fHbbfd1uqqO83mz59f8PcAQEt6tNb0aO0/VvM2PVrv6tGgmAylKAlf+cpX4plnnsndPvHEE6NPnz7x2GOP5V7MP/pu17e+9a1Wx2neZ+ONN16nU2jbs2jRovjlL38Z3/nOd6Jv375x//33x5tvvtnp47XlN7/5TRxzzDHx6quvtvjH+Ec1f0+FvNvY7Jlnnoknn3wyzjvvvNhjjz3ixhtvbPNqIvlMmzYtjj322Bg4cGDu9PDy8vI46aSTWuz3+9//PiI+GDrU1NTktldVVcVuu+0WP/nJT3LbXnvttfjkJz/Z4v4777xzDB8+vM2G5+STT46pU6fmbu+www5x0EEHxS9+8Yt28/7d734Xq1atip122inuueeeAr7jto0cOTJ+/etfxxNPPBHHH398q3dkm917771x/fXXx/7775+7SstGG20Up5xySjz99NMt3qXcfvvt47HHHouNNtooDjvssBZXY/mwtk5jP/XUU+PUU0+N4447rkWTdO+998a4ceNiu+22i7feeisiIvr37x9f/OIX47777mv3ijDNmq9A9OEr06yrL37xi/GDH/wg95zt379/fOELX4jHH38810CllFr9v3zMMcfEdtttF6+88kqbx12yZEncfffdMWTIkLjyyivj4x//eLz88ssxbdq02HvvveO5555rs/kEoOv0aO+3u58eTY9WKj0aFFvRP9hKiPbio1d2+cxnPpPOPvvstHTp0vTnP/859enTJ2211Vbp3XffTX/+85/T8ccfnz73uc+lO+64I82ZMyellNLYsWNzx2v+AMyJEyem/fffP+27776pT58+KeKDD9G8+uqrW+XQ3gc6Nn/4Y0opHXHEEa3Wb7nlllRfX99q+7Rp09Lzzz/f5uPcf//9uduDBg1K8+fPTy+99FL69re/nQ4//PB09NFHpzPPPDPdf//9aciQIS3u+/LLL6eRI0emfffdN/fBlW19kOJHo/mDM9esWZM+8YlPFPwz2n333dOyZcvSCy+8kE488cT0+c9/Pj344IPp9ddfb/EhmhEfXNllzZo1aerUqWnkyJHpm9/8Zlq0aFF6/fXX01ZbbZXbb8yYMSmllK699tp0xBFHpNNOOy29/PLLqba2Nu+VXY455ph08sknp7/+9a9pyZIluSvcfLgWH879/PPPT01NTen6669Pxx13XDr00EPTl770pXTZZZe1+cGj7cWnP/3ptGzZsjRv3rx02GGHtbhy0AEHHNDig7b79u2bnn/++fT666+nk08+OR155JHp7rvvTk1NTenQQw/N7fexj30svfLKK2n58uVpzJgxrY754Z9/vv93PvqzHzBgQKqtrU2zZ89Oxx13XDrqqKPSY489lpYsWZKGDx+e2+/kk09Ov/zlL9Opp56aDj/88DR69Oh0xx13pJRS7spC6xofvfre8ccfn774xS+mmTNnpqampnTQQQfl9r311lvT8uXL09lnn50OP/zw9P3vfz/V1dWlN954o8XP/r777ksXX3xx7ip9p5xySpo3b16aP39+7opPu+66a3r33XfT008/ncaOHZuqq6vT5z//+TRu3LgWV30SQghReOjR9Gh6tNLv0YToJVH0BIRoN5p/ae+9997pf/7nf9LSpUvTkiVL0u23397iiiQHHnhgevLJJ1NDQ0Oqq6tLN954Y9prr71aNTx9+vRJN954Y6qrq0tr1qxp8YJcaMMTEWnevHnpxRdfbHOtqw1PxAdXbbniiivSq6++mlauXJneeeed9Kc//Sn9+Mc/TptuumluvyOOOCLNmjUrLV++PKWUcvmuS8PTp0+ftHz58vTb3/620z+nT33qU2nGjBlp+fLlacGCBemSSy5Jp59+equGp6ysLP3gBz9If/nLX9LKlSvT22+/nX7xi1+0+eL9/e9/P73yyiupsbEx/fGPf0yHHXZYu1d2+cpXvpKuuOKKVFdXl5YvX56mT5/e4tLNH67FRx/n2GOPTY8++mh6//330/Lly9P8+fPTXXfd1WYT29HztD3V1dUt9h84cGC69dZb0zvvvJMaGxvTjBkz0pFHHtlin+bvrT1tXcmnrZza+tnvuOOO6Z577knvv/9+amhoSI888kjae++9W+xzwAEHpEceeSQtWLAgrVy5MjU0NKSZM2emb3/726msrKyg50fzUOoHP/hB+uEPf5jeeOONtGLFijRr1qxWl1fefPPN009/+tO0aNGi1NDQkP7whz+kT3/6061+9v/6r/+annjiifT222+nFStWpNdeey399Kc/TTvssEOrx77pppvSm2++mVauXJnq6urSE088kSZMmNDp57sQQgg9mh5Nj7Y+9GhC9JIoegJClGTsueeeKaWUzjzzzKLn0pX4/Oc/n1JK6eijjy56LkIIIYQQXQ09mhBClE6U/f0LYB3tuOOOMXTo0Lj44otjhx12iE984hOxfPnyYqdVsF133TWGDh0aV155ZSxbtiz22WefYqcEANBpejSA0lT0yZgQpRS33HJLWr16dXr++edbfBZOqcW0adNSU1NTevrpp1v8nfqHY6ONNsobxf4esgg16Fp9nEYuhBAiq9CjbVj9iRoIsd5E0RMQQvTCaP7A0UL+Dn99i44+MyCllp+HsaFF82dFdeVzFYQQQghRWOjR9GhCrE9R8J/vbbvttnHJJZfE0UcfHZtsskn89a9/jW984xstLgU7ceLEOOOMM2LLLbeMmTNnxr/8y7/ESy+9VMjDAEW21VZbxbBhw/LuM2fOnGhoaMgoo+z1798/hg8fnnef+fPnx3vvvZdRRr1Lnz59Wl0W+qMWLFjQ4hLKsKHSPwHdRY+mR4P1zTpPsLbYYos0f/78dPPNN6f99tsvDR06NB1xxBEtLul57rnnpiVLlqTRo0en3XffPd15552ptrY29e/fv+gTOCGEEEKIrEP/JIQQQgjRbqz7zlOmTEl/+MMf8u6zYMGCdO655+Zu9+3bNy1evDidccYZxf5GhRBCCCEyD/2TEEIIIUTbUdCf77344ovxu9/9Lrbbbruorq6O2trauO666+Kmm26KiIhhw4bFvHnzYu+9945nn302d79f//rX8f7778epp57a6ph9+/aNfv36tdi21VZbOdUSAMhEZWVlLFiwoMeO3xP9U4QeCgAonu7qnyoK2XnHHXeMM888M6ZOnRoXX3xx7L///nHVVVfFypUr47bbbotBgwZFRERdXV2L+9XV1cXQoUPbPOb48eNj0qRJncseAKAbDBkypMcGUz3RP0XooQCA4uqO/qmgoVR5eXnU1NTEBRdcEBERzz77bOy+++5x5plnxm233ZbbL6WWJ1+VlZW12tZsypQpMXXq1NztysrKqK2tjX322adVc1YKfvvb3xblccvLy2PPPfeM559/PtauXVuUHEqNmhVOzTpH3QqnZoVTs86pqKiI3XffPerr63vsMXqif4pov4caMmRIj34/PWH69OnFTgEAWEfl5eUxYsSIbuk3ChpKLVy4sNVVYF5++eU44YQTIiJi0aJFERExaNCg3NcREQMHDmx3wNTU1BRNTU2tttfV1fXoqfQ9ZfXq1UV53PLy8tzj+8fIulGzwqlZ56hb4dSscGrWe/VE/xTRfg9VX19fckMpz1kA2DCVF7Lzk08+2erSm7vssku8/vrrEfHBZTcXLlwYI0eOzK336dMnqqurY8aMGd2QLgBAadE/AQC0raAzpS6//PKYMWNGjB8/Pu66667Yf//944wzzogzzjgjt88VV1wREyZMiLlz58bcuXNjwoQJ0djYGHfccUe3Jw8A0NvpnwAA2lbQUKqmpiZGjx4dU6ZMiR/96Ecxf/78GDduXIuG6dJLL41NNtkkrrvuuthyyy1j5syZMWrUqGhoaOj25AEAejv9EwBA2woaSkVEPPDAA/HAAw/k3Wfy5MkxefLkTicFALA+0T8BALRW0GdKAQAAAEB3MJQCAAAAIHMF//nehu6dxfnXX3s1mzwAAEpJvh5K/wQAGyZnSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMVRQ7gVLz2t035d9hr0zSAAAoKXl7qL0ySwMA6EWcKQUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyV1HsBEpN1emn512vqanJKBMA1kdVVVV5173OUKry9VCe1wB0hf6pdDlTCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgcxXFTgAANiRVVVU9cv/KyspYunRpl44NANBbdaWH6ui+NTU1nT42XeNMKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJC5imInAADrk6qqqqI+fnV1ddTX17e5VlNTk3E2AADrppg9VEePrYfqOc6UAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJmrKHYCAEA2qqqq8q7X1NRklAkAQOnI10Ppn7rGmVIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgcxXFTgAASk1VVVWxU+gRHX1fNTU1GWUCAKxv9E+0xZlSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZqyh2AgDQ21T9bstip9ArVT1b1f7i6V07ds2FF7b/uA2n5b/vKYu79uAAQJfpn9qWt3+K6FIPla9/iiiNHsqZUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzFcVOoOT8sdgJANCRqqqqvOs1NTV5138yYae86xdeUHBK64fTe+7QVT/5SZ7VfGsRVVfM7ODoB7S7su2220ZtbW0H96db6KEA1mv6p3YUrX+K6FoP1X7/VFlZGUuXLu3gsdeNM6UAWK/tGxGP/v2/AABA72EoBcB67WsRcUREfLXYiQAAAC348z0A1js7RMSAiEgRcdLft305In4eEWUR0XfhwmgaPLhI2QEAABGGUgCsh17/0Ndr//7fj0XEM80bv/CFmNXB50oBAAA9q6A/35s4cWKklFrEwoULW+1TW1sbjY2NMW3atNhtt926NWEA6MhXImLV378u/8h/V0XE/B//OPOc2LDpoQAAWiv4M6VeeOGFGDRoUC723HPP3Nq5554b55xzTpx11lmx3377xaJFi+KRRx6J/v37d2vSAJDPHdH+9UIOiIj3jj46w2zgA3ooAICWCh5KrV69Ourq6nLxzjvv5NbGjRsXF110Udx7773x4osvxtixY2PTTTeNMWPGdGvSALCu1nzkv1AseigAgJYK/kypnXfeOWpra2PlypUxc+bMmDBhQsyfPz+GDRsWgwcPjocffji3b1NTU0yfPj0OOuiguPHGG9s8Xt++faNfv36525WVlRER0b9//9zXvUoHY7zy8uJc0LD5cYv1+KVIzQqnZp2jboXras0qKyujce3aWNTYGLVlZfGLPn3ia6tWxZCUonHTTTs8bt/I//rTG1+eml8ze+VrZ4/r6HnSfk2yPBMpqx4KAKBUFDSUmjlzZnzta1+Lv/71r7HNNtvEhRdeGDNmzIjdd989Bg0aFBERdXV1Le5TV1cXQ4cObfeY48ePj0mTJrXaPmfOnEJS4+9GjBhR7BRKjpoVTs06R90K19maLV269IMvVq6MQX37xr5lZREpRTQ1xV8+9I/49uwdS/Ou/yD/clHV1tYWO4VeqPg/sCx7qN6qptzFBQBK3b5XVrW7VnVbhonQTdr7wIvsFDSUeuihh3Jfv/DCC/HUU0/Fq6++GmPHjo2nn346IiJSSi3uU1ZW1mrbh02ZMiWmTp2au11ZWRm1tbUxfPjwVh8A2htMnz692Cm0qby8PEaMGBGzZ8+OtWvXdnwH1KwT1Kxz1K1wPV2zva+vzrv+T//V7Q/Z45pfP4cMGRL19fXFTqdkDB48OJM3wrLsoQAASkXBf773YY2NjfH888/HzjvvHL/+9a8jImLQoEGxaNGi3D4DBw5s9c7fhzU1NUVTU1Or7Q0NDb2yqe7t/6Bcu3Ztr8+xt1GzwqlZ56hb4XqsZivyv770wpefdVZfX98rXz97q2L9yVtP9lAAAKWiSx9w0rdv39h1111j4cKFMX/+/Fi4cGGMHDkyt96nT5+orq6OGTNmdDlRAID1hR4KAKDAM6Uuu+yyuP/+++ONN96IgQMHxoUXXhj/9E//FD//+c8jIuKKK66ICRMmxNy5c2Pu3LkxYcKEaGxsjDvuuKNHkgcAKAV6KACA1goaSm233XZx5513xoABA+Jvf/tbPP3003HggQfGG2+8ERERl156aWyyySZx3XXXxZZbbhkzZ86MUaNGRUNDQ48kDwBQCvRQAACtFTSUOvnkkzvcZ/LkyTF58uROJwQAsL7RQwEAtNalz5QCAAAAgM4wlAIAAAAgcwX9+R4RVYuq8q7XDKrJKBOADdumVe3/Pt6tg/vW1HTwu/q2/L/rgcLl66H0TwDZyNc/RXSxh9I/0QnOlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZqyh2AiXn8x2s12SSBcAGb7d8v2+r8t+3qqqDHYDul6+H0j8BZCJv/xShhyJzzpQCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMhcRbETAIBO+emreRZ3yiyN9UlNTU2xU+iUqqqqYqcAAKUhb/8UoYcqXKn2TxG9o4dyphQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADIXEWxEyg5273awQ6LM0kDYENX8832f98+/P+uz3vfCXFmd6fTbdZ2sP5MTU2b28vLP3ifafr06bF2bUdHWb/UtFOTdVFRoRXKTN4eSv8EkIV8/VNE6fZQne2fNnSd7aGa+87u4EwpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkLmKYidQcpYXOwEAOjKqZr+862dvnf/+mw3p4AFu3bj9tR1X5L/vRvmXn6ms6eDBoUTpoQB6va70UF3qnyK61EPpn0qXM6UAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5iqKnUDJeXenDnaoySQNADrv5Xfz/66uebeDA+zTfbnABiNvD6V/AigF+Xoo/ROd4UwpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJC5imInAADQFb+r+mPe9QviO+2ubbvttlFbW9vdKQEA9Hr5eqh8/VNlZWUsXbq0W3JwphQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADIXEWxEwCA9mxXXR2pvr7NtTdrajLOpjTs/YPqiMa2azbr6t5bs6qqqnbXajr4WV8Q3+nudACgZG2f5zVV/9S2fb/bfs0iem8Pla9/iiiNHsqZUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADLXpaHU+eefHymluPzyy1tsnzhxYtTW1kZjY2NMmzYtdtttty4lCQCwvtA/AQB8oNNDqaqqqjjjjDNi9uzZLbafe+65cc4558RZZ50V++23XyxatCgeeeSR6N+/f5eTBQAoZfonAIB/6NRQarPNNovbb789vvnNb8bixYtbrI0bNy4uuuiiuPfee+PFF1+MsWPHxqabbhpjxozploQBAEqR/gkAoKWKztzp2muvjQceeCAeffTRuPDCC3Pbhw0bFoMHD46HH344t62pqSmmT58eBx10UNx4442tjtW3b9/o169f7nZlZWVERPTv3z/3dSkpLy/Ox3Q1P26xHr8UqVnh1Kxz1K1wzbUqy/M6oJ4t5eqxaWnWLN9rfkd5d6VfyPJMpO7snyLa76EAAEpFwUOpk046KfbZZ5/Yb7/9Wq0NGjQoIiLq6upabK+rq4uhQ4e2ebzx48fHpEmTWm2fM2dOoakRESNGjCh2CiVHzQqnZp2jboUbUFvb7trHMsyjpNzXfs32zjCNQi1durQo981Kd/dPEe33UABs2N6sqSl2Cm2qqqrKu17Thbyr9sp/7M6djvMhx2/Z7tLKt3bKe9fni/jz6KjmvUFBP5rtttsurrzyyhg1alSsXLmy3f1SSi1ul5WVtdrWbMqUKTF16tTc7crKyqitrY3hw4fHwoULC0mvV5g+fXpRHre8vDxGjBgRs2fPjrVr1xYlh1KjZoVTs85Rt8L19ppVV1e3u9bV14HqT7Z/7IiIaKcnan79HDJkSNTX17e905DZbW//u3dq8w9OX+zB17h8Ne1JgwcP7vE3wnqif4pov4cCACgVBQ2l9t1339hmm21i1qxZ/zhARUUceuihcdZZZ8Xw4cMj4oN3/BYtWpTbZ+DAga3e/WvW1NQUTU1NrbY3NDS031T3YsX+x9PatWuLnkOpUbPCqVnnqFvhemvN8r0+dTXf+ujgta+j5fr69vNraH/A8fc7513uyZ9FsV7zs/iTt57onyLa76EAAEpFQR8u8eijj8Yee+wRe+21Vy7+9Kc/xe233x577bVXzJs3LxYuXBgjR47M3adPnz5RXV0dM2bM6PbkAQB6O/0TAEDbCjpTqqGhIV588cUW25YtWxbvvvtubvsVV1wREyZMiLlz58bcuXNjwoQJ0djYGHfccUf3ZQ0AUCL0TwAAbevqx321cumll8Ymm2wS1113XWy55ZYxc+bMGDVqVDQ0NHT3QwEArBf0TwDAhqjLQ6nDDz+81bbJkyfH5MmTu3poAID1kv4JAKDAz5QCAAAAgO5gKAUAAABA5rr9M6UAoLvsuUl1xNr6Ntf6HPpq+3d8d6ceyqhjVVVVRXvsDr2Vvy79Orp/nu9t9XP571rxyY4ODgB0hxGbtP96nbd/itBDtSdPD9WV/ikifw+1IfRPzpQCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMhcRbETKDkXvdrBDoszSQNgQ/D88umxdu3athcvW9r+Hb/eM/nQvopPFjsDer28PZT+CaC7zF5e0/5ivv4pQg9VBBt6D+VMKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJC5imInUHIu2Cn/+mdrsskDYAO34uC9213bOMM8gHWUr4fSPwFkIl//FKGHInvOlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZqyh2AgDQGRvvUuwMAABKi/6J3saZUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzFcVOAAA6ZcSr7a/N3im7PAAASkW+/ilCD0XmnCkFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMldR7AQAoDNqfra43bWqV3+Y/84n/bibswEA6P3y9U8Reiiy50wpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMVRQ7gfVNVVVt3vWamiEZZQKwfquqqip2CkA30T8BZEP/RG/jTCkAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuYpiJ7D+Oa6D9ZpMsgBY39XUtP/7tKqqKsNMgK7TPwFkIV//FKGHInvOlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZqyh2AgDQnurq6qivr29zraamJuNsAAB6v6qqqnbX9E/0Ns6UAgAAACBzhlIAAAAAZM5QCgAAAIDMFTSU+va3vx2zZ8+OJUuWxJIlS2LGjBlx1FFHtdhn4sSJUVtbG42NjTFt2rTYbbfdujVhAIBSo4cCAGitoKHUW2+9Feeff35UVVVFVVVV/P73v4//+Z//yTVN5557bpxzzjlx1llnxX777ReLFi2KRx55JPr3798jyQMAlAI9FABAawUNpX7zm9/Egw8+GHPnzo25c+fGhRdeGA0NDXHggQdGRMS4cePioosuinvvvTdefPHFGDt2bGy66aYxZsyYHkkeAKAU6KEAAFrr9GdKlZeXx0knnRSbbbZZPPXUUzFs2LAYPHhwPPzww7l9mpqaYvr06XHQQQd1S7IAAKVODwUA8IGKQu+wxx57xFNPPRUbb7xxNDQ0xOjRo+Pll1+OT33qUxERUVdX12L/urq6GDp0aLvH69u3b/Tr1y93u7KyMiIi+vfvn/t6fVJe3jOfLd983J46/vpIzQqnZp2jboVrrlW+14F89VwfXz860vw9b4jfe1dk+edxWfVQAAClouCh1Jw5c2KvvfaKLbbYIk444YT4+c9/HtXV1bn1lFKL/cvKylpt+7Dx48fHpEmT2nwcCjdixIhip1By1KxwatY56la42traTt1v6dKl3ZxJ6ehszeh5WfVQAJS2qqqqvOs1NTWdXu/o2JC1godSq1atildffTUiImbNmhX77bdfnH322XHJJZdERMSgQYNi0aJFuf0HDhzY6p2/D5syZUpMnTo1d7uysjJqa2tj+PDhsXDhwkLT6/WmT5/eI8ctLy+PESNGxOzZs2Pt2rU98hjrGzUrnJp1zoZctw//g/uj8v0+XJea5Tv2hqj59XPIkCFRX19f7HRKxuDBgzN7IyyrHgoAoFQUPJT6qLKysujXr1/Mnz8/Fi5cGCNHjoxnn302IiL69OkT1dXVcd5557V7/6ampmhqamq1vaGhYb1sqnv6H6Rr167d4P7R21VqVjg165wNsW75fo+vSy3y1Wx9fI3oDvX19WpTgGL+yVtP9VAAAKWioKHURRddFA8++GC8+eabUVlZGV/+8pfjsMMOi6OOOioiIq644oqYMGFC7soyEyZMiMbGxrjjjjt6JHkAgFKghwIAaK2godQ222wTt912WwwePDiWLFkSzz33XBx11FHxv//7vxERcemll8Ymm2wS1113XWy55ZYxc+bMGDVqVDQ0NPRI8gAApUAPBQDQWkFDqdNPP73DfSZPnhyTJ0/udEIAAOsbPRQAQGuuTw4AAABA5gylAAAAAMicoRQAAAAAmSvoM6UA4MOqqqp65L6VlZWxdOnSqK6ujvr6+k4/BgBAb9OV/qk77g+9iTOlAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyV1HsBADovfZdUlXsFAAASo4eCtaNM6UAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5iqKncAG57XX2l/7+MezygJgnZQdWewMACJ//xShhwJ6HT0UrBtnSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMVRQ7gQ3N8E/9n3bX5iysyTATYENRVVVV7BQAuiRf/xShhwK6n/4JsuFMKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGTOUAoAAACAzBlKAQAAAJC5imInsKGpHNL+Wk1NdnkAAJSKfP1ThB4KAEqVM6UAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJXUewEAOiaqqo1xU4BAKCk6J+gd3CmFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMhcRbETAKBr0p4H5F0v+1n7az/ZL/+xLyzrREIAAL1cV/qnCD0UdBdnSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMVRQ7AQC6ZtYtNXnX867Oyn/so/IfOqpeWJV3/XOnTm137YH4Zf6DAwD0kC71TxFd6qG60j9F6KFYvzhTCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGSuotgJ8A9VV26Zd73m7MUZZQKwbmr26NPBDue1u/RA1S+7ORtgQ6WHAkpJV/qnCD0U6xdnSgEAAACQOUMpAAAAADJnKAUAAABA5goaSp1//vnxxz/+MZYuXRp1dXVx7733xi677NJqv4kTJ0ZtbW00NjbGtGnTYrfdduu2hAEASon+CQCgbQUNpaqrq+Paa6+NAw88MEaOHBkVFRXx8MMPx6abbprb59xzz41zzjknzjrrrNhvv/1i0aJF8cgjj0T//v27PXkAgN5O/wQA0LaCrr539NFHt7h92mmnxd/+9rfYd9994/HHH4+IiHHjxsVFF10U9957b0REjB07Nurq6mLMmDFx4403dlPaAAClQf8EANC2Ln2m1Oabbx4REe+9915ERAwbNiwGDx4cDz/8cG6fpqammD59ehx00EFdeSgAgPWC/gkA4AMFnSn1UVOnTo3HH388XnzxxYiIGDRoUERE1NXVtdivrq4uhg4d2uYx+vbtG/369cvdrqysjIiI/v37577eYGxclne5vLz9GWLzWr59aEnNCqdmnaNubcv3O755bYN7HegCNeucYvx5XHf0TxHt91AAAKWi00Opa665Jj75yU/GwQcf3GotpdTidllZWattzcaPHx+TJk1qtX3OnDmdTW2DNmLEiGKnUHLUrHBq1jnq1tLSpUs73Ke2tjaDTNYvata7dVf/FNF+D7VBum2n/Otn12STBwBQkE4Npa666qo49thj49BDD23R/C5atCgiPnjHr/nriIiBAwe2evev2ZQpU2Lq1Km525WVlVFbWxvDhw+PhQsXdia99db06dPbXSsvL48RI0bE7NmzY+3atRlmVbrUrHBq1jnq1rbq6up215pfC4YMGRL19fUZZlW61KxzBg8enNkbYd3ZP0W030MBAJSKgodSV199dYwePToOO+yweO2111qszZ8/PxYuXBgjR46MZ599NiIi+vTpE9XV1XHeeee1ebympqZoampqtb2hoUFT/RHr8o/ZtWvX+kdvgdSscGrWOerW0rr8jq+vr/daUCA1K0xWf/LW3f1TRPs9FABAqShoKHXttdfGmDFj4rjjjov6+vrYZpttIiJiyZIlsWLFioiIuOKKK2LChAkxd+7cmDt3bkyYMCEaGxvjjjvu6P7sAQB6Of0TAEDbChpKfec734mI1n9Gduqpp8bPf/7ziIi49NJLY5NNNonrrrsuttxyy5g5c2aMGjUqGhoauillAIDSoX8CAGhbQUOpsrL8V4drNnny5Jg8eXKnEgIAWJ/onwAA2ub65AAAAABkzlAKAAAAgMwVfPU9iqfqpap21yr7VMbSvZdmmA1A19TU1LS7Vl7+wXsmz0ZEamefT8T/5Dn6cZ1NC1gP5euhanZr/3cRQG+Ur4eKiNiiqv3fefn7pwg9FFlzphQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADIXEWxE6AQR+VZ2zSzLACysmT69Fi7dm2bazV57ldV1TP5AKUqXw8FsH55v6b9Lilf/xShhyJ7zpQCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMicoRQAAAAAmasodgKsu7TTQ+0vblSZXSIAACUkXw81K36SYSYAwIc5UwoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkrqLYCbDuyj7d/lplZcTSpdnlAgBQKvL1UDU12eUBALTkTCkAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuYpiJwAA3e6uX+ZfP/FL2eQBAFBK9FBkzJlSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZqyh2AgDQ3Wp2HJZ3vSqjPAAASokeiqw5UwoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkrqLYCdC9qqsro75+bZtrNTX1GWcD0Dul/86/XnZSNnkAxVdVVZl3Xf8E8A/5eij9E53hTCkAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuYpiJ0B32yci6ttZq8kyEYBea9ZO+X8f1tz0bN71qn9a3P7iiT/oREZA8QzvYF3/BNAsXw/Vpf4pQg+1gXKmFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5gylAAAAAMhcRbETAIBeZ6+98i7X5F3MuxpVz22U/7G/vnf+dQCA3qgr/VNE13oo/VPJcqYUAAAAAJkzlAIAAAAgc4ZSAAAAAGSu4KHUIYccEvfdd1/U1tZGSimOO+64VvtMnDgxamtro7GxMaZNmxa77bZbtyQLAFCK9E8AAK0VPJTabLPNYvbs2XHWWWe1uX7uuefGOeecE2eddVbst99+sWjRonjkkUeif//+XU4WAKAU6Z8AAFor+Op7Dz30UDz00EPtro8bNy4uuuiiuPfeeyMiYuzYsVFXVxdjxoyJG2+8sfOZAgCUKP0TAEBrBQ+l8hk2bFgMHjw4Hn744dy2pqammD59ehx00EFtNlV9+/aNfv365W5XVlZGRET//v1zX9Ox5lrlq1l5uY8Q+7DmeqjLulOzzlG3wq3PNavs08H31MnXvnV5HaC13nAmUmf6p4j2eygAgFLRrUOpQYMGRUREXV1di+11dXUxdOjQNu8zfvz4mDRpUqvtc+bM6c7UNhi1tbXFTqHkjBgxotgplBw16xx1K9z6WLOle3ewwylLu3R8rwOlpzP9U0T7PRQArI9qPrkmz2JN3vtWvTwl/8E3uTvvclrZ/tqs4fkfuyNVVVVdun+p69ahVLOUUovbZWVlrbY1mzJlSkydOjV3u7KyMmpra2P48OGxcOHCnkhvvdRctyFDhkR9fX2b+0yfPj3jrHq38vLyGDFiRMyePTvWrl1b7HRKgpp1jroVTs3aV/3XqW1ur6zYOGpP+GkMeWBI1K9u+3VgaZ6GKiLizzt3/nWiurq60/ctpsGDB/eaN8IK6Z8i2u+hAABKRbcOpRYtWhQRH7zj1/x1RMTAgQNbvfvXrKmpKZqamlptb2hoaHe4Qvvq6+vbrZt/2LVt7dq1alMgNescdSucmrVWv2p5/vXV9e0OpWJ1/mN3pdal+prdG/7krTP9U0T7PRQAQKno1g/rmD9/fixcuDBGjhyZ29anT5+orq6OGTNmdOdDAQCsF/RPAMCGquAzpTbbbLP4xCc+kbs9bNiwGDFiRLz33nvx5ptvxhVXXBETJkyIuXPnxty5c2PChAnR2NgYd9xxR7cmDgBQKvRPAACtFTyUqqqqisceeyx3+/LLL4+IiFtvvTVOO+20uPTSS2OTTTaJ6667LrbccsuYOXNmjBo1KhoaGrotaQCAUqJ/AgBoreCh1PTp06OsrCzvPpMnT47Jkyd3OikAgPWJ/gkAoLVu/UwpAAAAAFgXhlIAAAAAZK7gP98DAIqnZtfxbW4vL//gfabpO0yPtWvXtrnPrK4++PHHd/UIAACZa69/+of8613qofRPeTlTCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGSuotgJAADdp/q1J6N+dVObazU7Vue9b1VVVU+kBADQq1XNm553PV8PpX/qGmdKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMxVFDsBAKD7TP/4p2Pt2rXFTgMAoGTU7Fhd7BQ2WM6UAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJmrKHYCZKeqqqrdtZqamgwzAQAoDfn6pwg9FAB0hTOlAAAAAMicoRQAAAAAmTOUAgAAACBzhlIAAAAAZM5QCgAAAIDMGUoBAAAAkDlDKQAAAAAyV1HsBACAbFT9ZXGxUwAAKDl6qJ7jTCkAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuYpiJwAAZKPmn7fMu171nx0c4JTuywUAoFTk66H0T13jTCkAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuYpiJwAA9A41/1zTwQ4999i/rXqq3bUfxXd77oEBALqgt/ZPEaXRQzlTCgAAAIDMGUoBAAAAkDlDKQAAAAAyZygFAAAAQOYMpQAAAADInKEUAAAAAJkzlAIAAAAgc4ZSAAAAAGSuotgJ0DtUVVXlXa+pqckoEwA2RMfUfKr9tcP6571vVUNDd6cD6yxfD6V/AqAn5eufIkqjh3KmFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQOUMpAAAAADJnKAUAAABA5iqKnQAAQF6PPZZ/vaoqkzQAAEpKCfRQzpQCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuR4bSp155pkxb968WL58edTU1MTBBx/cUw8FALBe0D8BABuSHhlKnXjiiXHFFVfERRddFHvvvXc8/vjj8eCDD8b222/fEw8HAFDy9E8AwIamR4ZS55xzTvzsZz+Ln/3sZ/GXv/wl/vVf/zXefPPNOPPMM3vi4QAASp7+CQDY0FR09wH79OkT++67b/zbv/1bi+0PP/xwHHTQQa3279u3b/Tr1y93u7KyMiIittlmm+5Obb3Wv3//iIgYPHhwrobdqaKi258qRVde/sFMtqKiItauXVvkbEqDmnWOuhVOzQq3Idds22237fR9e0u/UWj/FNF+D9UTfQCd0/z/JQD0Rp3tGbqz1+j2ScOAAQOioqIi6urqWmyvq6uLQYMGtdp//PjxMWnSpFbbn3nmme5ObYMwZ86cYqdQcvbcc89ip1By1Kxz1K1wala4DbFmtbW1XT7GVlttFfX19d2QTecU2j9FtN9DdUc9AID139KlS7t0/+7on3rs9JeUUovbZWVlrbZFREyZMiWmTp2au11ZWRm1tbUxZMiQojaHpUbdCqdmhVOzzlG3wqlZ4dSsc5rr9t577xU7lYhY9/4pQg/VHdSsc9StcGpWODXrHHUrnJoVrjv7p24fSr3zzjuxevXqVu/qDRw4sNW7fxERTU1N0dTU1Gp7fX29J0QnqFvh1KxwatY56lY4NSucmpWmQvunCD1Ud1KzzlG3wqlZ4dSsc9StcGpWHN3+h+6rVq2KWbNmxciRI1tsHzlyZMyYMaO7Hw4AoOTpnwCADVGP/Pne1KlT47bbbouampp46qmn4owzzogddtghbrjhhp54OACAkqd/AgA2ND0ylLrrrrti6623jh/96EcxePDgeOGFF+KYY46JN954o8P7rly5MiZNmhQrV67sidTWW+pWODUrnJp1jroVTs0Kp2ad05vq1pX+KaJ3fS+lQs06R90Kp2aFU7POUbfCqVnhurNmZRHR9qdnAgAAAEAP6fbPlAIAAACAjhhKAQAAAJA5QykAAAAAMmcoBQAAAEDmet1Q6swzz4x58+bF8uXLo6amJg4++OBip9RrHHLIIXHfffdFbW1tpJTiuOOOa7XPxIkTo7a2NhobG2PatGmx2267FSHT3uP888+PP/7xj7F06dKoq6uLe++9N3bZZZdW+6lbS9/+9rdj9uzZsWTJkliyZEnMmDEjjjrqqBb7qFl+559/fqSU4vLLL2+xXd3+YeLEiZFSahELFy5stY96tbTtttvGbbfdFu+8804sW7Ys/vznP8c+++zTYh91a2n+/Pmtnmsppbjmmmty+5R6zfRP+emhCqeHKpz+qev0T+tGD9U5eqjCZNk/pd4SJ554Ylq5cmX6xje+kf75n/85XX755am+vj5tv/32Rc+tN8RRRx2VfvzjH6fRo0enlFI67rjjWqyfe+65acmSJWn06NFp9913T3feeWeqra1N/fv3L3ruxYoHH3wwjR07Nu22227pk5/8ZLr//vvTa6+9ljbddFN1yxOf//zn09FHH5123nnntPPOO6ef/OQnaeXKlWm33XZTs3WIqqqqNG/evPTss8+myy+/PLdd3VrGxIkT0/PPP5+22WabXAwYMEC98sQWW2yR5s+fn26++ea03377paFDh6Yjjjgi7bjjjuqWJwYMGNDieXbkkUemlFKqrq5eL2qmf+o49FCFhx6q8NA/dS30T+seeqjCQw9VeGTYPxX/m22Op59+Ol133XUttr300kvp4osvLnpuvS3aaqgWLFiQzj333Nztvn37psWLF6czzjij6Pn2lhgwYEBKKaVDDjlE3QqMd999N339619Xsw5is802S3PmzElHHnlkmjZtWoumSt1axsSJE9Of//zndtfVq3VMmTIl/eEPf8i7j7p1HJdffnmaO3fuelMz/VNhoYfqXOihOhf6p3UL/VNhoYcqPPRQXY+e6p96zZ/v9enTJ/bdd994+OGHW2x/+OGH46CDDipSVqVj2LBhMXjw4Bb1a2pqiunTp6vfh2y++eYREfHee+9FhLqti/Ly8jjppJNis802i6eeekrNOnDttdfGAw88EI8++miL7erWtp133jlqa2tj3rx5ceedd8awYcMiQr3ac+yxx0ZNTU3cddddUVdXF88880ycfvrpuXV161ifPn3ilFNOiZtvvjkiSr9m+qeuK/XnQFb0UIXRPxVG/1Q4PVRh9FBd05P9U68ZSg0YMCAqKiqirq6uxfa6uroYNGhQkbIqHc01Ur/8pk6dGo8//ni8+OKLEaFu+eyxxx5RX18fK1eujBtuuCFGjx4dL7/8sprlcdJJJ8U+++wT48ePb7Wmbq3NnDkzvva1r8VnP/vZ+OY3vxmDBg2KGTNmxFZbbaVe7dhxxx3jzDPPjLlz58ZnP/vZuOGGG+Kqq66Kr371qxHhebYujj/++Nhiiy3i1ltvjYjSr5n+qetK/TmQFT3UutE/FU7/VDg9VOH0UF3Tk/1TRbdk2I1SSi1ul5WVtdpG+9Svfddcc0188pOfbPPDX9WttTlz5sRee+0VW2yxRZxwwgnx85//PKqrq3PratbSdtttF1deeWWMGjUqVq5c2e5+6vYPDz30UO7rF154IZ566ql49dVXY+zYsfH0009HhHp9VHl5edTU1MQFF1wQERHPPvts7L777nHmmWfGbbfdlttP3dr3jW98Ix588MFWHwhb6jUr9fx7AzVsnx5q3emfCqN/6hw9VOH0UF3Tk/1TrzlT6p133onVq1e3mqoNHDiw1fSN1hYtWhQRoX7tuOqqq+LYY4+Nww8/PGpra3Pb1a19q1atildffTVmzZoVEyZMiNmzZ8fZZ5+tZu3Yd999Y5tttolZs2bFqlWrYtWqVXHYYYfF9773vVi1alWuNurWvsbGxnj++edj55139jxrx8KFC+Oll15qse3ll1+OHXbYISL8TuvIDjvsEJ/5zGfipptuym0r9Zrpn7qu1J8DPU0PVRj9U2H0T91DD9UxPVTn9XT/1GuGUqtWrYpZs2bFyJEjW2wfOXJkzJgxo0hZlY758+fHwoULW9SvT58+UV1dvcHX7+qrr44vfvGLccQRR8Rrr73WYk3d1l1ZWVn069dPzdrx6KOPxh577BF77bVXLv70pz/F7bffHnvttVfMmzdP3TrQt2/f2HXXXWPhwoWeZ+148sknY/jw4S227bLLLvH6669HhN9pHTnttNPi7bffjgceeCC3rdRrpn/qulJ/DvQkPVTX6Z/y0z91Dz1Ux/RQnZdF/1T0T3FvjuZLGp922mnpn//5n9PUqVNTfX192mGHHYqeW2+IzTbbLI0YMSKNGDEipZTSuHHj0ogRI3KXfD733HPT4sWL0/HHH5923333dPvtt2/Ql7CMiHTttdemxYsXp0MPPbTF5Sw33njj3D7q1jouuuiidPDBB6ehQ4emPfbYI/3kJz9Jq1evTp/5zGfUrID46NVj1K1lXHbZZenQQw9NH//4x9P++++f7rvvvrRkyZLc73z1ah1VVVWpqakpjR8/Pu20007p5JNPTg0NDWnMmDGeZx1EWVlZeu2119KUKVNarZV6zfRPHYceqvDQQxUe+qfuCf1Tx6GHKjz0UJ2LjPqn4n+jH44zzzwzzZ8/P61YsSLV1NS0uOzshh7V1dWpLbfccktun4kTJ6YFCxak5cuXp8ceeyztvvvuRc+7mNGesWPHtthP3VrGTTfdlPv/sK6uLj3yyCO5hkrN1j0+2lSpW8u48847U21tbVq5cmV666230q9+9au06667qlcH8bnPfS4999xzafny5emll15Kp59+eqt91K11jBw5MqWU0s4779zmeqnXTP+UP/RQhYceqvDQP3VP6J86Dj1U50IPVXhk0T+V/f0LAAAAAMhMr/lMKQAAAAA2HIZSAAAAAGTOUAoAAACAzBlKAQAAAJA5QykAAAAAMmcoBQAAAEDmDKUAAAAAyJyhFAAAAACZM5QCAAAAIHOGUgAAAABkzlAKAAAAgMwZSgEAAACQuf8fmloQfVp6RgUAAAAASUVORK5CYII=" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 77 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 20 - Union Bay to Jervis Inlet", + "id": "d585b820995f54" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.772043144Z", + "start_time": "2026-01-28T17:07:59.761471161Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([630, 660])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "a9088d610461a44c", + "outputs": [], + "execution_count": 78 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 20, 4 - Morning Beach\n", + "\n", + "* connect islet off the west side of the Denman Island tip by making purple cell to the north-east land\n" + ], + "id": "5425cfd586f33e67" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:07:59.974907356Z", + "start_time": "2026-01-28T17:07:59.776320155Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[4]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " # Connect fake islet as point on west side of Denman Island tip\n", + " numpy.array([19, 28]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "4c92035e8cfe4892", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 79 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 20, 7 - Lang Bay\n", + "\n", + "* Surface McRae Islet" + ], + "id": "899006460eaefe00" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:00.282647883Z", + "start_time": "2026-01-28T17:07:59.993322142Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [ # grid cell x-y to adjust in plot coordinates\n", + " # McRae Islet\n", + " numpy.array([35, 3]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "9d7f7a52d41a9e36", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 80 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 20, 8 - Jervis Inlet\n", + "\n", + "* Surface Skyes Island (2 green cells)" + ], + "id": "bf756f6549d88cc" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:00.524100909Z", + "start_time": "2026-01-28T17:08:00.306433856Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[8]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=80)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " # Connect fake islet as point on west side of Denman Island tip\n", + " numpy.array([54, 0]),\n", + " numpy.array([54, 1]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=80)\n", + "\n", + "fig.tight_layout()" + ], + "id": "c6fd747700836710", + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 81 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 20, 9 - Jervis Inlet\n", + "\n", + "* add land cell to make point in head of western inlet\n" + ], + "id": "b09216e9a68e0eb5" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:00.744472903Z", + "start_time": "2026-01-28T17:08:00.547135153Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[9]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=40)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " # Connect fake islet as point on west side of Denman Island tip\n", + " numpy.array([37, 36]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=40)\n", + "\n", + "fig.tight_layout()" + ], + "id": "294d0a7d08ddf47b", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 82 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 21 - Comox Harbour to Malibu", + "id": "9ee0ac441084daf4" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:00.811360233Z", + "start_time": "2026-01-28T17:08:00.762315725Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([655, 690])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "bc5bec19045d4b49", + "outputs": [], + "execution_count": 83 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 21, 4 - Cape Lazo\n", + "\n", + "* connect Goose Spit\n" + ], + "id": "f3a7661bffb2afd3" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.033174966Z", + "start_time": "2026-01-28T17:08:00.815316503Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[4]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " # Connect Goose Spit\n", + " numpy.array([9, 9]),\n", + " numpy.array([10, 9]),\n", + " numpy.array([11, 9]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "bd5be059a49d24bb", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 84 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 21, 5 - North Texada Island\n", + "\n", + "* surface Vivian Island\n" + ], + "id": "8a35b1e99531dc31" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.294236620Z", + "start_time": "2026-01-28T17:08:01.059439941Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=50)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([59, 49]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=50)\n", + "\n", + "fig.tight_layout()" + ], + "id": "4cae36097224ea8a", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 85 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 22 - Saratoga Beach to Head of Jervis Inlet", + "id": "d45a0e4297c7a39f" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.370589402Z", + "start_time": "2026-01-28T17:08:01.319883349Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([685, 720])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "61307c5dca4be1ca", + "outputs": [], + "execution_count": 86 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 22, 5 - Savary Island\n", + "\n", + "* make 3 fake islets on north-east corner water\n" + ], + "id": "81c404030fcf8a15" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.630793585Z", + "start_time": "2026-01-28T17:08:01.374692300Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "water_pts = [\n", + " numpy.array([66, 41]),\n", + " numpy.array([65, 42]),\n", + " numpy.array([63, 43]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"b*\")\n", + "\n", + "# Do the adjustments\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " # numpy.array([65, 42]), # next fake islet\n", + " numpy.array([65, 41]),\n", + " numpy.array([65, 40]),\n", + " numpy.array([66, 42]),\n", + " numpy.array([66, 40]),\n", + " numpy.array([67, 42]),\n", + " numpy.array([67, 41]),\n", + " numpy.array([67, 40]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([64, 43]),\n", + " numpy.array([64, 42]),\n", + " numpy.array([64, 41]),\n", + " numpy.array([65, 43]),\n", + " numpy.array([65, 41]),\n", + " numpy.array([66, 43]),\n", + " numpy.array([66, 42]),\n", + " numpy.array([66, 41]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[1], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([62, 44]),\n", + " numpy.array([62, 43]),\n", + " numpy.array([62, 42]),\n", + " numpy.array([63, 44]),\n", + " numpy.array([63, 42]),\n", + " numpy.array([64, 44]),\n", + " numpy.array([64, 43]),\n", + " numpy.array([64, 42]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[2], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "c76b9a8c222656d1", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 87 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 23 - Stories Beach to Desolation Sound", + "id": "e75b2d0a60c3f718" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.689420420Z", + "start_time": "2026-01-28T17:08:01.670286271Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([715, 750])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "cd18d4212e982d04", + "outputs": [], + "execution_count": 88 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 23, 4 - Cape Mudge\n", + "\n", + " * surface Mitlenatch Island\n" + ], + "id": "701b6e4bc35b0bd8" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:01.909041118Z", + "start_time": "2026-01-28T17:08:01.694555024Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[4]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([58, 17]),\n", + " numpy.array([59, 17]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "dc8ee8b1543472af", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 89 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 23, 5 - Hernando Island\n", + "\n", + "* connect point on north-west corner of Hernando Island\n" + ], + "id": "5bd842808e3d24b2" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:02.151978722Z", + "start_time": "2026-01-28T17:08:01.931775145Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([24, 25]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "28143d82b7f39906", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 90 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 23, 6 - Desolation Sound Entrance\n", + "\n", + "* connect point on west side of Kinghorn Island\n", + "* connect point on south side of Refuge Cove\n", + "* make fake islet west of Martin Islands water" + ], + "id": "648e2fcfcdc981a3" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:02.458294630Z", + "start_time": "2026-01-28T17:08:02.205832500Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustments\n", + "land_pts = [\n", + " numpy.array([13, 47]),\n", + " numpy.array([26, 58]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "water_pts = [\n", + " numpy.array([25, 52]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"b*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([24, 53]), # next fake islet\n", + " numpy.array([24, 52]),\n", + " numpy.array([24, 51]),\n", + " numpy.array([25, 53]),\n", + " numpy.array([25, 51]),\n", + " numpy.array([26, 53]),\n", + " numpy.array([26, 52]),\n", + " numpy.array([26, 51]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "59c2fafe495f2084", + "outputs": [ + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 91 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 23, 7 - Homfray Channel\n", + "\n", + "* connect point south of Forbes Bay" + ], + "id": "8bcc43b006822acd" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:02.690301930Z", + "start_time": "2026-01-28T17:08:02.459843102Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[7]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([60, 67]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "15d031a087863470", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 92 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "### Row 24 - Duncan Bay to Toba Inlet", + "id": "d29f4b6fd380497e" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:02.758730582Z", + "start_time": "2026-01-28T17:08:02.708595179Z" + } + }, + "cell_type": "code", + "source": [ + "y_min_max = numpy.array([745, 780])\n", + "y_slice = slice(*y_min_max * 2)" + ], + "id": "5bfc1a816a890a41", + "outputs": [], + "execution_count": 93 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 24, 4 - Quadra Island\n", + "\n", + "* Susan decided to not open north end of Gowlland Harbour\n", + "* surface Dunster Island (dark green cell)\n" + ], + "id": "fb1450a33ec830c7" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:02.967123932Z", + "start_time": "2026-01-28T17:08:02.763131492Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[4]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([59, 55]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "c789ffb636d070ba", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 94 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-23T23:38:29.521462970Z", + "start_time": "2026-01-23T23:38:29.414295242Z" + } + }, + "cell_type": "markdown", + "source": [ + "#### Tile 24, 5 - Read & Cortes Islands\n", + "\n", + "* add northmost of Penn Islands by making shallowest cell off Read Island land\n" + ], + "id": "e3cecf6f72953947" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:03.194922250Z", + "start_time": "2026-01-28T17:08:02.985141355Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[5]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([51, 56]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "e49887c806df8422", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 95 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "#### Tile 24, 6 - Cortes & West Redondo Islands\n", + "\n", + "* connect point on south entrance of Teakerne Arm\n", + "* remove fake islet on south side of Teakerne Arm\n", + "* remove fake islet in Waddington Channel\n" + ], + "id": "2f2d56141c614ee6" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:03.505789427Z", + "start_time": "2026-01-28T17:08:03.212845218Z" + } + }, + "cell_type": "code", + "source": [ + "x_min_max = tile_x_min_max[6]\n", + "x_slice = slice(*x_min_max * 2)\n", + "\n", + "fig, (ax_base, ax_final) = plt.subplots(1, 2, figsize=(12, 6))\n", + "\n", + "# use spectral colour map to provide lots of contrast between grid cells\n", + "cmap = \"nipy_spectral\"\n", + "\n", + "ax_base.set_title(\"bathymetry_double_202405_base\")\n", + "viz_tools.set_aspect(ax_base)\n", + "ax_base.pcolormesh(ns_masked[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "ax_base.grid(True)\n", + "\n", + "# Mark the adjustment\n", + "land_pts = [\n", + " numpy.array([26, 25]),\n", + " numpy.array([23, 28]),\n", + "]\n", + "for land_pt in land_pts:\n", + " ax_base.plot(*land_pt+0.5, \"r*\")\n", + "\n", + "water_pts = [\n", + " numpy.array([32, 27]),\n", + " numpy.array([64, 41]),\n", + "]\n", + "for water_pt in water_pts:\n", + " ax_base.plot(*water_pt+0.5, \"b*\")\n", + "\n", + "\n", + "# Do the adjustments\n", + "for land_pt in land_pts:\n", + " adj = to_array_indices(land_pt, y_min_max, x_min_max)\n", + " adj_bathy[adj] = numpy.nan\n", + "\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([31, 28]),\n", + " numpy.array([31, 27]),\n", + " numpy.array([31, 26]),\n", + " numpy.array([32, 28]),\n", + " numpy.array([32, 26]),\n", + " numpy.array([33, 28]),\n", + " numpy.array([33, 27]),\n", + " numpy.array([33, 26]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[0], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "near_pts = [ # grid cell x-y of cells surrounding cell to be adjusted\n", + " numpy.array([63, 42]),\n", + " numpy.array([63, 41]),\n", + " numpy.array([63, 40]),\n", + " numpy.array([64, 42]),\n", + " numpy.array([64, 40]),\n", + " numpy.array([65, 42]),\n", + " numpy.array([65, 41]),\n", + " numpy.array([65, 40]),\n", + "]\n", + "depth_mean = calc_water_pt_depth(near_pts, adj_bathy)\n", + "adj = to_array_indices(water_pts[1], y_min_max, x_min_max)\n", + "adj_bathy[adj] = depth_mean\n", + "\n", + "ax_final.set_title(\"bathymetry_double_202405\")\n", + "viz_tools.set_aspect(ax_final)\n", + "ax_final.pcolormesh(adj_bathy[y_slice, x_slice], cmap=cmap, vmax=15)\n", + "\n", + "fig.tight_layout()" + ], + "id": "e2a589b294a7d723", + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 96 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "**IMPORTANT:** Don't smooth bathymetry until after adjustments are finished.", + "id": "b97a3867cb62d46c" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## Smooth the Bathymetry", + "id": "859e3dcd6c1b61d7" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-03T21:41:13.500319Z", + "start_time": "2025-09-03T21:15:09.985096Z" + } + }, + "cell_type": "code", + "outputs": [], + "execution_count": 49, + "source": "sm_bathy = bathy_tools.smooth(adj_bathy, max_norm_depth_diff=0.8, smooth_factor=0.2)", + "id": "6319625530df54e9" + }, + { + "cell_type": "code", + "id": "90e202b9fb6f4224", + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-03T21:41:13.569858Z", + "start_time": "2025-09-03T21:41:13.562667Z" + } + }, + "source": [ + "depth_check(sm_bathy)" + ], + "outputs": [], + "execution_count": 50 + }, + { + "cell_type": "markdown", + "id": "cdeaabf0a7429aff", + "metadata": {}, + "source": [ + "## Store Finished Bathymetry in a netCDF File\n", + "\n", + "We now have the finished bathymetry.\n", + "Store it in a netCDF file." + ] + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "**IMPORTANT:** Ensure that correct bathymetry array is stored. Use `adj_bathy` during adjustment processing. Use `sm_bathy` after adjusted bathymetry has been smoothed.", + "id": "9116c6db726d104d" + }, + { + "cell_type": "code", + "id": "f5f8bd7eb3532ab0", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:21.148938070Z", + "start_time": "2026-01-28T17:08:21.053673684Z" + } + }, + "source": "final_bathy = adj_bathy", + "outputs": [], + "execution_count": 97 + }, + { + "cell_type": "code", + "id": "9879d0bb17e42b83", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:21.224571238Z", + "start_time": "2026-01-28T17:08:21.167007958Z" + } + }, + "source": [ + "final_dbl_202405_ds = xarray.Dataset(\n", + " data_vars={\n", + " \"Bathymetry\": xarray.DataArray(\n", + " data=final_bathy,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"sea_floor_depth\",\n", + " \"units\": \"m\",\n", + " },\n", + " ),\n", + " \"nav_lat\": xarray.DataArray(\n", + " data=lats,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"latitude\",\n", + " \"units\": \"degrees_north\",\n", + " },\n", + " ),\n", + " \"nav_lon\": xarray.DataArray(\n", + " data=lons,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"longitude\",\n", + " \"units\": \"degrees_east\",\n", + " },\n", + " ),\n", + " },\n", + " coords={\n", + " \"y\": numpy.arange(final_bathy.shape[0], dtype=int),\n", + " \"x\": numpy.arange(final_bathy.shape[1], dtype=int),\n", + " },\n", + " attrs={\n", + " \"Conventions\": \"CF-1.6\",\n", + " \"title\": \"Bathymetry 202405 Double Resolution\",\n", + " \"institution\": \"Dept of Earth, Ocean & Atmospheric Sciences, University of British Columbia\",\n", + " \"source\": \"Bathymetry processed from analysis-doug/notebooks/2xrez-202111/bathymetry-202405-2xrez.ipynb \"\n", + " \"by tools/bathymetry/Process202405-2xrezBathymetry.ipynb\",\n", + " \"history\": f\"[{arrow.now():YYYY-MM-DD HH:mm:ss}] Created netCDF4 zlib=True dataset.\",\n", + " },\n", + ")\n", + "\n", + "final_dbl_202405_ds" + ], + "outputs": [ + { + "data": { + "text/plain": [ + " Size: 35MB\n", + "Dimensions: (y: 1816, x: 796)\n", + "Coordinates:\n", + " * y (y) int64 15kB 0 1 2 3 4 5 6 ... 1810 1811 1812 1813 1814 1815\n", + " * x (x) int64 6kB 0 1 2 3 4 5 6 7 ... 789 790 791 792 793 794 795\n", + "Data variables:\n", + " Bathymetry (y, x) float64 12MB nan nan nan nan nan ... nan nan nan nan nan\n", + " nav_lat (y, x) float64 12MB 46.84 46.83 46.83 ... 51.11 51.11 51.11\n", + " nav_lon (y, x) float64 12MB -123.4 -123.4 -123.4 ... -124.3 -124.3\n", + "Attributes:\n", + " Conventions: CF-1.6\n", + " title: Bathymetry 202405 Double Resolution\n", + " institution: Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n", + " source: Bathymetry processed from analysis-doug/notebooks/2xrez-202...\n", + " history: [2026-01-28 09:08:21] Created netCDF4 zlib=True dataset." + ], + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset> Size: 35MB\n",
+       "Dimensions:     (y: 1816, x: 796)\n",
+       "Coordinates:\n",
+       "  * y           (y) int64 15kB 0 1 2 3 4 5 6 ... 1810 1811 1812 1813 1814 1815\n",
+       "  * x           (x) int64 6kB 0 1 2 3 4 5 6 7 ... 789 790 791 792 793 794 795\n",
+       "Data variables:\n",
+       "    Bathymetry  (y, x) float64 12MB nan nan nan nan nan ... nan nan nan nan nan\n",
+       "    nav_lat     (y, x) float64 12MB 46.84 46.83 46.83 ... 51.11 51.11 51.11\n",
+       "    nav_lon     (y, x) float64 12MB -123.4 -123.4 -123.4 ... -124.3 -124.3\n",
+       "Attributes:\n",
+       "    Conventions:  CF-1.6\n",
+       "    title:        Bathymetry 202405 Double Resolution\n",
+       "    institution:  Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n",
+       "    source:       Bathymetry processed from analysis-doug/notebooks/2xrez-202...\n",
+       "    history:      [2026-01-28 09:08:21] Created netCDF4 zlib=True dataset.
" + ] + }, + "execution_count": 98, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 98 + }, + { + "cell_type": "code", + "id": "574ff39265733ab6", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:21.677962599Z", + "start_time": "2026-01-28T17:08:21.245739885Z" + } + }, + "source": [ + "encoding = {\n", + " \"Bathymetry\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lat\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lon\": {\"zlib\": True, \"complevel\": 4},\n", + "}\n", + "# use `engine=\"netcdf4\"` because it produces a substantially smaller file than `engine=\"h5netcdf\"`\n", + "final_dbl_202405_ds.to_netcdf(bathy_paths[\"dbl_final_202405\"], encoding=encoding, engine=\"netcdf4\")" + ], + "outputs": [], + "execution_count": 99 + }, + { + "cell_type": "code", + "id": "85c1f41309891654", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-28T17:08:21.742039018Z", + "start_time": "2026-01-28T17:08:21.682803504Z" + } + }, + "source": [], + "outputs": [], + "execution_count": 99 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/bathymetry/Process202405Bathymetry.ipynb b/bathymetry/Process202405Bathymetry.ipynb new file mode 100644 index 00000000..0737df64 --- /dev/null +++ b/bathymetry/Process202405Bathymetry.ipynb @@ -0,0 +1,4082 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Process 202405 Bathymetry\n", + "\n", + "Based on `tools/bathymetry/Process202108Bathymetry.ipynb` notebook.\n", + "\n", + "Base bathymetry was created in the\n", + "https://github.com/SalishSeaCast/analysis-doug/blob/main/notebooks/2xrez-202111/bathymetry-202405.ipynb\n", + "notebook by following Michael's process.\n", + "Its major differences from the 202108 bathymetry are:\n", + "* Changed the Pitt River to be a short, closed stub\n", + "* Changed the proxy Fraser River extension to go southward instead of northward,\n", + " and to start just east of the mouth of the Pitt River instead of from the Pitt\n", + "\n", + "Processing steps:\n", + "1. Straighten Channel at North Open Boundary\n", + "2. Straighten Channel at West Open Boundary\n", + "3. Check continuity and Add Missed Islands\n", + "4. Smooth\n", + "5. Add shallow Steveston Jetty\n", + "6. Check dredged Fraser River Channel\n", + "7. Check continuity and fix islands:\n", + " 1. connect Roche Harbour\n", + " 2. remove extra little island on mudflats\n", + " 3. don't close north of Read Island\n", + " 4. Disconnect Stuart Island\n", + " 5. Deepen Tacoma Narrows\n", + "8. Plot Finished Bathymetry and Compare it to Previous Bathymetries\n", + "9. Store bathymetry dataset as a netCDF4 File\n", + "10. Store Steveston Jetty Extra Friction Mask as a netCDF4 File\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:16.874146Z", + "start_time": "2025-02-13T20:47:16.374912Z" + } + }, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "import sys\n", + "\n", + "import arrow\n", + "import cmocean.cm as cm\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from salishsea_tools import bathy_tools, viz_tools\n", + "\n", + "import matplotlib.colors as matcolors\n", + "import matplotlib.cm as cmx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Python and library versions:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:16.906764Z", + "start_time": "2025-02-13T20:47:16.879334Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Python sys.version='3.12.3 | packaged by conda-forge | (main, Apr 15 2024, 18:38:13) [GCC 12.3.0]'\n", + "numpy.__version__='1.26.4'\n", + "xarray.__version__='2024.6.0'\n", + "bottleneck.__version__='1.4.0'\n", + "pandas.__version__='2.2.2'\n", + "h5netcdf.__version__='1.3.0'\n", + "h5py.__version__='3.11.0'\n", + "netCDF4.__version__='1.6.5'\n", + "scipy.__version__='1.14.0'\n", + "matplotlib.__version__='3.8.4'\n", + "cmocean.__version__='v3.0.3'\n" + ] + } + ], + "source": [ + "import bottleneck\n", + "import cmocean\n", + "import h5netcdf\n", + "import h5py\n", + "import matplotlib\n", + "import netCDF4\n", + "import numpy\n", + "import pandas\n", + "import scipy\n", + "import xarray\n", + "\n", + "print(f\"Python {sys.version=}\")\n", + "print(f\"{numpy.__version__=}\")\n", + "print(f\"{xarray.__version__=}\")\n", + "print(f\"{bottleneck.__version__=}\")\n", + "print(f\"{pandas.__version__=}\")\n", + "print(f\"{h5netcdf.__version__=}\")\n", + "print(f\"{h5py.__version__=}\")\n", + "print(f\"{netCDF4.__version__=}\")\n", + "print(f\"{scipy.__version__=}\")\n", + "print(f\"{matplotlib.__version__=}\")\n", + "print(f\"{cmocean.__version__=}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load, Plot and `depth_check()` the Bathymetry" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.029772Z", + "start_time": "2025-02-13T20:47:17.027963Z" + } + }, + "outputs": [], + "source": [ + "# isolate the probable user-specific part of repo paths to make the notebook portable\n", + "repos_prefix = Path(\"/media/doug/warehouse/MEOPAR/\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.073367Z", + "start_time": "2025-02-13T20:47:17.070936Z" + } + }, + "outputs": [], + "source": [ + "bathy_paths = {\n", + " \"base_202405\": repos_prefix / \"grid\" / \"bathymetry_202405_base.nc\",\n", + " \"final_202405\": repos_prefix / \"grid\" / \"bathymetry_202405.nc\",\n", + " \"jetty_mask\": repos_prefix / \"grid\" / \"jetty_mask_bathy202405.nc\",\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.146062Z", + "start_time": "2025-02-13T20:47:17.119715Z" + } + }, + "outputs": [], + "source": [ + "with xarray.open_dataset(bathy_paths[\"base_202405\"], engine=\"h5netcdf\") as bathy:\n", + " lons = bathy.nav_lon\n", + " lats = bathy.nav_lat\n", + " base_bathy = bathy.Bathymetry" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculate expanded `lons` and `lats` arrays by extrapolating values on south and east edges.\n", + "This provides arrays that `pcoulormesh()` interprets as cell edges so that it doesn't a\n", + "`UserWarning` about the non-montonic lon/lat values that arise due to the rotated grid.\n", + "This code is based on Michael's `expandf()` function in\n", + "https://github.com/SalishSeaCast/analysis-michael/blob/master/bathymetry/bathy_helpers.py" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.203080Z", + "start_time": "2025-02-13T20:47:17.167857Z" + } + }, + "outputs": [], + "source": [ + "lons_e = numpy.zeros((lons.shape[0]+1, lons.shape[1]+1))\n", + "lons_e[1:, 1:] = lons\n", + "lons_e[0, 1:] = lons[0, :] - (lons[1, :] - lons[0, :])\n", + "lons_e[:, 0] = lons_e[:, 1] - (lons_e[:, 2] - lons_e[:, 1])\n", + "\n", + "lats_e = numpy.zeros((lats.shape[0]+1, lats.shape[1]+1))\n", + "lats_e[1:, 1:] = lats\n", + "lats_e[0, 1:] = lats[0, :] - (lats[1, :] - lats[0, :])\n", + "lats_e[:, 0] = lats_e[:, 1] - (lats_e[:, 2] - lats_e[:, 1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting setup:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.220111Z", + "start_time": "2025-02-13T20:47:17.216254Z" + } + }, + "outputs": [], + "source": [ + "cmap = cm.deep\n", + "cmap.set_bad('darkgreen')\n", + "lon_limits = (47, 51)\n", + "lat_limits = (-126.3, -122.2)\n", + "y_max = base_bathy.y.max().item() + 1\n", + "x_max = base_bathy.x.max().item() + 1\n", + "cNorm = matcolors.Normalize(vmin=0, vmax=14)\n", + "scalarMap = cmx.ScalarMappable(norm=cNorm, cmap='cool')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.717934Z", + "start_time": "2025-02-13T20:47:17.259068Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(16, 9))\n", + "ax.set_ylim(lon_limits)\n", + "ax.set_xlim(lat_limits)\n", + "viz_tools.set_aspect(ax, coords='map')\n", + "mesh = ax.pcolormesh(lons_e, lats_e, base_bathy, cmap=cmap)\n", + "fig.colorbar(mesh, ax=ax);" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.734004Z", + "start_time": "2025-02-13T20:47:17.730343Z" + } + }, + "outputs": [], + "source": [ + "def depth_check(bathy):\n", + " \"\"\"Checks the depth at each point of the bathymetric data and prints\n", + " whether it is \"Deep\" or \"Shallow\".\n", + "\n", + " A depth greater than 428 is considered \"Deep\" and a depth between 0\n", + " and 4 (non-inclusive) is considered \"Shallow\". The function iterates\n", + " through the entire 2D array of bathymetric data to classify each point.\n", + "\n", + " :param bathy: 2D array of bathymetric data where each element represents\n", + " the depth at that point\n", + " :type bathy: numpy.ndarray\n", + "\n", + " :return: None\n", + " \"\"\"\n", + " DEEP_DEPTH_THRESHOLD = 428\n", + " SHALLOW_DEPTH_UPPER_THRESHOLD = 4\n", + " SHALLOW_DEPTH_LOWER_THRESHOLD = 0\n", + "\n", + " # Utility function to encapsulate repeating depth info printing\n", + " def print_depth_info(mask, label, base_bathy):\n", + " for y in mask.y:\n", + " for x in mask.x:\n", + " if mask[y, x]:\n", + " print(\n", + " f\"{label}: y={y.item()}, x={x.item()}, depth={base_bathy[y, x].item()}\"\n", + " )\n", + "\n", + " # Identify deep and shallow areas\n", + " deep_mask = bathy > DEEP_DEPTH_THRESHOLD\n", + " shallow_mask = numpy.logical_and(\n", + " base_bathy < SHALLOW_DEPTH_UPPER_THRESHOLD,\n", + " base_bathy > SHALLOW_DEPTH_LOWER_THRESHOLD\n", + " )\n", + "\n", + " # Handle deep areas\n", + " if deep_mask.any():\n", + " print_depth_info(deep_mask, \"Deep\", base_bathy)\n", + "\n", + " # Handle shallow areas\n", + " if shallow_mask.any():\n", + " print_depth_info(shallow_mask, \"Shallow\", base_bathy)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.775419Z", + "start_time": "2025-02-13T20:47:17.771151Z" + } + }, + "outputs": [], + "source": [ + "depth_check(base_bathy)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Straighten Channel at North Open Boundary\n", + "\n", + "Change the shape of Johnstone Strait at the north boundary of the grid to make it perpendicular to the grid edge.\n", + "This is done to avoid numerical instabilities." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:17.822789Z", + "start_time": "2025-02-13T20:47:17.819127Z" + } + }, + "outputs": [], + "source": [ + "ns_bathy = base_bathy.copy()\n", + "js = 37 # x index to start changes at\n", + "je = 75 # x index to end changes at" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:18.267664Z", + "start_time": "2025-02-13T20:47:17.878741Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ns_masked = np.ma.masked_array(ns_bathy, ns_bathy == 0)\n", + "\n", + "\n", + "def plot_north_bdy(ns_masked, y_max):\n", + " fig, (ax_plan, ax_depth) = plt.subplots(1, 2, figsize=(16, 9))\n", + " ax_plan.set_ylim((850, y_max))\n", + " ax_plan.set_xlim((30, 80))\n", + " viz_tools.set_aspect(ax_plan)\n", + " mesh = ax_plan.pcolormesh(ns_masked, cmap=cmap, vmax=20)\n", + " fig.colorbar(mesh, ax=ax_plan)\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(0), linewidth=3)\n", + " for i in range(1, 14):\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1 - i, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(i))\n", + " ax_depth.plot(range(js - 10, je + 10), ns_bathy[y_max - 1 - 14, js - 10:je + 10],\n", + " color=scalarMap.to_rgba(14), linewidth=2)\n", + " ax_depth.invert_yaxis()\n", + "\n", + "\n", + "plot_north_bdy(ns_masked, y_max)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:18.284912Z", + "start_time": "2025-02-13T20:47:18.273003Z" + } + }, + "outputs": [], + "source": [ + "init_north = np.array(base_bathy[y_max-1, :])\n", + "# shift north bathymetry 7 points west\n", + "north = np.zeros_like(init_north)\n", + "north[js:je] = init_north[js-7:je-7]\n", + "\n", + "#first 6 grid points (0-5) use the same, core profile shifted east. After that merge into the original\n", + "#bathymetry, shifting South by half a grid point per grid point east.\n", + "\n", + "# Closest 5 rows to northern boundary, all the same as the boundary\n", + "for i in range(y_max-5, y_max):\n", + " ns_bathy[i, js:je] = north[js:je]\n", + "# Now move away from the boundary, blending\n", + "\n", + "i=5; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js:je] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=6; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-1:je-1] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=7; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-2:je-2] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=8; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-3:je-3] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=9; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-4:je-4] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=10; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-5:je-5] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=11; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-6:je-6] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=12; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-7:je-7] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=13; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-8:je-8] + (i-5)/10.*ns_bathy[ii, js:je]\n", + "i=14; ii=y_max-1-i\n", + "ns_bathy[ii, js:je] = (-i+15)/10.*north[js-9:je-9] + (i-5)/10.*ns_bathy[ii, js:je]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:18.570940Z", + "start_time": "2025-02-13T20:47:18.332051Z" + } + }, + "outputs": [], + "source": [ + "# Remove shallow points, deepen points almost at 4\n", + "for i in range(880,y_max):\n", + " for j in range(30,80) :\n", + " if ns_bathy[i, j] < 2:\n", + " ns_bathy[i, j] = 0\n", + " elif ns_bathy[i, j] < 4:\n", + " ns_bathy[i, j] = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:18.964449Z", + "start_time": "2025-02-13T20:47:18.584876Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ns_masked = np.ma.masked_array(ns_bathy, ns_bathy == 0)\n", + "plot_north_bdy(ns_masked, y_max)\n", + "\n", + "depth_check(ns_masked)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Straighten Channel at West Open Boundary\n", + "\n", + "Change the shape of Jua de Fuca Strait at the west boundary of the grid to make it perpendicular to the grid edge.\n", + "This is done to avoid numerical instabilities." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:18.980359Z", + "start_time": "2025-02-13T20:47:18.977680Z" + } + }, + "outputs": [], + "source": [ + "ws_bathy = ns_bathy.copy()\n", + "iss = 360 # y index to start changes at\n", + "iee = 480 # y index to end changes at" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.327844Z", + "start_time": "2025-02-13T20:47:19.021406Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_west_bdy(ws_bathy, iss, iee):\n", + " fig, (ax_plan, ax_depth) = plt.subplots(1, 2, figsize=(16, 9))\n", + " ax_plan.set_ylim((iss, iee))\n", + " ax_plan.set_xlim((0, 30));\n", + " viz_tools.set_aspect(ax_plan)\n", + " mesh = ax_plan.pcolormesh(ws_bathy, cmap=cmap)\n", + " fig.colorbar(mesh, ax=ax_plan)\n", + "\n", + " for j in range(1, 14):\n", + " ax_depth.plot(range(iss, iee), ws_bathy[iss:iee, j], color=scalarMap.to_rgba(i))\n", + " ax_depth.plot(\n", + " range(iss, iee), ws_bathy[iss:iee, 14], color=scalarMap.to_rgba(14), linewidth=2\n", + " )\n", + " ax_depth.plot(\n", + " range(iss, iee), ws_bathy[iss:iee, 0], color=scalarMap.to_rgba(0), linewidth=3\n", + " )\n", + " ax_depth.invert_yaxis()\n", + "\n", + "plot_west_bdy(ws_bathy, iss, iee)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Unlike the North, the mouth profile is kind of jagged.\n", + "\n", + " A. We'll take out the bank to the south by rearranging the profile and\n", + "\n", + " B. We'll rearrange the depths in the centre, so that they are a simple up and down: i.e. make the two deep channels into one. At the same time, move the deepest point, one point to the south. This emphasizes the southern channel, which is the channel that continues into Juan de Fuca. We do this so there is no artifical sill in this channel which is not seen in the original bathymetry." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.344483Z", + "start_time": "2025-02-13T20:47:19.341644Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[101.66333008 123.25875854 135.02902052 159.55469259 184.36438497\n", + " 145.40374451 155.01451874 191.34469096 220.07521057 238.04792531]\n" + ] + } + ], + "source": [ + "core = ws_bathy.isel(x=0).copy()\n", + "print(core[iss+43:iss+53].values)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.390238Z", + "start_time": "2025-02-13T20:47:19.385389Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[101.66333008 123.25875854 135.02902052 145.40374451 155.01451874\n", + " 159.55469259 184.36438497 191.34469096 220.07521057 238.04792531]\n" + ] + } + ], + "source": [ + "# A. remove bank\n", + "core[iss+46] = ws_bathy[iss+48,0]\n", + "core[iss+47] = ws_bathy[iss+49,0]\n", + "core[iss+48] = ws_bathy[iss+46,0]\n", + "core[iss+49] = ws_bathy[iss+47,0]\n", + "print(core[iss+43:iss+53].values)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.437793Z", + "start_time": "2025-02-13T20:47:19.435185Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[220.07521057 238.04792531 239.73733351 242.15959676 261.67866177\n", + " 279.46614583 275.8232371 271.60856289 265.43810696 274.51956685\n", + " 278.7413737 279.39492289 276.5459849 267.96089851 255.51526896\n", + " 244.19440884 236.64743296 230.45999908 224.22202131]\n" + ] + } + ], + "source": [ + "print(core[411:430].values)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.488072Z", + "start_time": "2025-02-13T20:47:19.481960Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[239.73733351 261.67866177 275.8232371 279.46614583 279.39492289\n", + " 278.7413737 276.5459849 274.51956685 271.60856289 267.96089851\n", + " 265.43810696 255.51526896 244.19440884 242.15959676 236.64743296]\n" + ] + } + ], + "source": [ + "# B. Fix central channel\n", + "core[412] = ws_bathy[413,0]\n", + "core[413] = ws_bathy[415,0]\n", + "core[414] = ws_bathy[417,0]\n", + "core[415] = ws_bathy[416,0]\n", + "core[416] = ws_bathy[422,0]\n", + "core[417] = ws_bathy[421,0]\n", + "core[418] = ws_bathy[423,0]\n", + "core[419] = ws_bathy[420,0]\n", + "core[420] = ws_bathy[418,0]\n", + "core[421] = ws_bathy[424,0]\n", + "core[422] = ws_bathy[419,0]\n", + "core[423] = ws_bathy[425,0]\n", + "core[424] = ws_bathy[426,0]\n", + "core[425] = ws_bathy[414,0]\n", + "core[426] = ws_bathy[427,0]\n", + "core[427] = ws_bathy[412,0]\n", + "print(core[412:427].values)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.536913Z", + "start_time": "2025-02-13T20:47:19.533579Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 0. 0. 13.97926807]\n", + "[4. 0. 0.]\n" + ] + } + ], + "source": [ + "print(core[iss+37:iss+40].values)\n", + "print(core[iee-4:iee-1].values)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.724619Z", + "start_time": "2025-02-13T20:47:19.582663Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[5.01224403 1.87385658 0.62366304 0.1904044 ]\n" + ] + } + ], + "source": [ + "# smooth the west profile, twice\n", + "newcore = core\n", + "for i in range(iss,iee):\n", + " newcore[i] = 0.25*core[i-1] + 0.5*core[i] + 0.25*core[i+1]\n", + "core[:] = newcore\n", + "for i in range(370,510):\n", + " newcore[i] = 0.25*core[i-1] + 0.5*core[i] + 0.25*core[i+1]\n", + "core[:] = newcore\n", + "# rezero iss+37 and iss+38 as we do not want to expand the domain\n", + "core[0:iss+38+1] = 0\n", + "# rezero iee-4, iee-3,iee-2 as we do not want to expand the domain\n", + "print (core[iee-4:iee].values)\n", + "core[iee-3:] = 0\n", + "# this domain goes one grid point further north than previous, zero iee-4\n", + "core[iee-4] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.803778Z", + "start_time": "2025-02-13T20:47:19.738085Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(range(380,480), -core[380:480], 'ko', range(380,480), -ws_bathy[380:480,0], '-');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now have \"core\" which is the bathymetry at the mouth. This continues 5 more grid points into the domain. Beyond that we blend into the original bathymetry linearly over the next 10 grid points. The only difficulty is that we need to follow the bathymetry south-east, so we need to shift south as we go." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:19.827388Z", + "start_time": "2025-02-13T20:47:19.816770Z" + } + }, + "outputs": [], + "source": [ + "for i in range(0,5):\n", + " ws_bathy[380:480, i] = core[380:480]\n", + "i=5\n", + "ws_bathy[380:480, i] = (-i+15)/10*core[380:480].values + (i-5)/10*ws_bathy[380:480, i]\n", + "i=6\n", + "ws_bathy[380:480, i] = (-i+15)/10*(core[380:480].values + core[381:481].values)/2 + (i-5)/10*ws_bathy[380:480, i]\n", + "i=7\n", + "ws_bathy[380:480, i] = (-i+15)/10*core[381:481].values + (i-5)/10*ws_bathy[380:480, i]\n", + "i=8\n", + "ws_bathy[380:480, i] = (-i+15)/10*(core[381:481].values + core[382:482].values)/2 + (i-5)/10*ws_bathy[380:480, i]\n", + "i=9\n", + "ws_bathy[380:480, i] = (-i+15)/10*core[382:482].values + (i-5)/10*ws_bathy[380:480, i]\n", + "i=10\n", + "ws_bathy[380:480, i] = (-i+15)/10*(core[382:482].values + core[383:483].values)/2 + (i-5)/10*ws_bathy[380:480, i]\n", + "i=11\n", + "ws_bathy[380:480, i] = (-i+15)/10*core[383:483].values + (i-5)/10*ws_bathy[380:480, i]\n", + "i=12\n", + "ws_bathy[380:480, i] = (-i+15)/10*(core[383:483].values + core[384:484].values)/2 + (i-5)/10*ws_bathy[380:480, i]\n", + "i=13\n", + "ws_bathy[380:480, i] = (-i+15)/10*core[384:484].values + (i-5)/10*ws_bathy[380:480, i]\n", + "i=14\n", + "ws_bathy[380:480, i] = (-i+15)/10*(core[384:484].values + core[385:485].values)/2 + (i-5)/10*ws_bathy[380:480, i]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:21.233837Z", + "start_time": "2025-02-13T20:47:19.859362Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "388 13 3.2 high\n", + "389 9 2.0766401926676434 high\n", + "389 10 3.868070363998413 high\n", + "389 11 3.798859596252441 high\n", + "390 8 1.3600949764251709 low\n", + "390 9 3.6679052352905277 high\n", + "390 12 2.8 high\n", + "391 8 1.2 low\n", + "391 9 2.5318662961324057 high\n", + "391 10 3.003943125406901 high\n", + "391 11 3.9587955474853516 high\n", + "392 9 2.5163440704345703 high\n", + "393 9 3.7377500534057617 high\n", + "394 8 1.2952702522277832 low\n", + "395 7 0.8 low\n", + "395 8 3.458764362335205 high\n", + "396 6 0.46618313789367677 low\n", + "396 7 1.9085439682006837 low\n", + "397 6 1.5879999160766602 low\n", + "464 14 3.783725467439073 high\n", + "465 14 3.5099005149231903 high\n", + "466 14 3.2856155528392437 high\n", + "467 14 3.022808157551424 high\n", + "468 14 2.604605320332478 high\n", + "469 14 2.009042580845214 high\n", + "470 13 3.346814153681164 high\n", + "470 14 1.3425158841001505 low\n", + "471 13 2.023249382719438 high\n", + "471 14 0.5058123456798596 low\n", + "472 12 1.5174370370395787 low\n", + "473 10 2.5290617283992978 high\n", + "474 8 3.5406864197590164 high\n" + ] + } + ], + "source": [ + "# We have introduced depths that are between 0 and 4. Choose one or the other\n", + "for i in range(iss, iee):\n", + " for j in range (50):\n", + " if ws_bathy[i, j] > 0 and ws_bathy[i, j] < 2 :\n", + " print (i, j, ws_bathy[i, j].values, 'low')\n", + " ws_bathy[i, j] = 0\n", + " elif ws_bathy[i, j] >= 2 and ws_bathy[i, j] < 4:\n", + " print (i, j, ws_bathy[i, j].values, 'high')\n", + " ws_bathy[i, j] = 4\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:21.520655Z", + "start_time": "2025-02-13T20:47:21.248008Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ws_masked = np.ma.masked_array(ws_bathy, ws_bathy == 0)\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(ws_masked, cmap=cmap)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((360, 480))\n", + "axs[0].set_xlim((0, 30));\n", + "\n", + "for j in range(1, 14):\n", + " axs[1].plot(range(iss, iee), ws_bathy[iss:iee, j], color=scalarMap.to_rgba(i))\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 14], color=scalarMap.to_rgba(14), linewidth=2)\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 0], color=scalarMap.to_rgba(0), linewidth=3)\n", + "\n", + "axs[1].invert_yaxis()\n", + "depth_check(ws_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "there is too much extra shallow water in the North. We can't get rid of all of it, it is partially due to the direct Eastward extension of the boundary, but we can crop some." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:21.540332Z", + "start_time": "2025-02-13T20:47:21.536504Z" + } + }, + "outputs": [], + "source": [ + "top=480\n", + "bot=450\n", + "left = 3\n", + "right = 30\n", + "\n", + "ws_bathy[bot+26,3+left:12+left] = 0\n", + "ws_bathy[bot+25,5+left:12+left] = 0\n", + "ws_bathy[bot+24,6+left:12+left] = 0\n", + "ws_bathy[bot+23,7+left:12+left] = 0\n", + "ws_bathy[bot+22,8+left:12+left] = 0\n", + "ws_bathy[bot+21,9+left:12+left] = 0\n", + "ws_bathy[bot+20,10+left:13+left] = 0\n", + "ws_bathy[bot+15:bot+20,11+left:13+left] = 0\n", + "ws_bathy[bot+11:bot+15,12+left:14+left] = 0\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:21.863163Z", + "start_time": "2025-02-13T20:47:21.580520Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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no3AfRbWI6/Nx4BVgJf7km/MQK917wLfM/mORHz2VSD0N+8gJKJ+lZ/mXeyKasD2Q0iJNaR3E3ZmsJS05UZebm8vgwYN963JycigoKIitnzZtGjNnzmTgwIEMHDiQmTNn0qVLFy677DIA8vPzueaaa5g+fToFBQX06NGDm2++mSFDhsQlIijKYaMEGAe8BGxBejadHdjnalyRBuLuuRWxoP0aecDcgwRWPwncBpyEPADXIplrCUSaFrRV2owPkEzLkxBh5SCWX8tkxPBxLSLQ+gNnIGpomJm6Bc65B4kf+yvwoln2cgwizq5EMjqn4ibXTETi0N5B4t9sncITEetdAeL6zIY/XO4/7dm0n6xKFWlKu+WWW26hurqayZMnx4rZLl68OFYjDeC+++4jEokwadKkWDHbefPmddgaaUqKcg0i0kBclEGRdjLysHrbs+4PiAXuTuTh8wqS9fYikt12Eq5IM9kBAwMuo4+Q3AT9NCityotIvFkd4if8OeKG/5PZnoMIqd8grsc84F9IjGaQasTF/0dEoO33bOuFfHbOMuPRiHD7HRJ8WY6oq/+HWPGeN9ceAzyFiLX3zLmMXeHdY2D5aP8tXEz7IeQ4zkEbvbc3du/eTX5+Pqs//jNd83KSOjbDPLwzwjJGPBYj22w9IxzxbYuE0+L2aVfN2GuBJ6CysvKQXI2NYd/Xrx5zDmlp6Ukd29BQx5qNS5p9D0rbYP+v9f+rjbBJA18igc/bibca3AfYzl02qPkmxF2zAHkInYu4P8cjMTdXIyULJgGT4fOB0Ot9/2k3I0YLRWkVPkAsvLsOsM9s5O/1eKS6/1wkttLLWiQx5m/EOgAAMAgp2HyhuU4YsYq9hCQlPIe4M0Gs1r9H6gk+gJih7kbiQB3ckIGBiJm5G/zwp3D/D93LHeFAWUiiEFqLZL5/24tFT2lHhAg3aVIUpREycUuX70d+2W8I7PNdXN+GDZX9Da5wW4y4PUEeNMeb+bWIuxPo+QXk2QeWQePSlFajCjE77TLLwZoV3YA/I8WXbzT7j0DqmnnZgljHFph9+gLTkRZO7wEzEXfoS8jnpBci3J5EBNoxiIX6dUScPWDOOxexsjmIFfpVxIJm4uGqe8K8q/y3cnUrC7Rk0SerEo/t3ZnspChK40xBLGQgLWm+ils/CqRw7VfNfC1iQdiPNIw+E3nQvI64bKqRB0068oA0VWxCezV5QGkj6oDvIS3KAI4FypCSMEWItXctIqbeReoFhhDR5FUetUg25i7gFODfiGj7FfJ52IfEaw4EvoGEAexDXPzTEeG1AUkyGIFY0bKAxxC36ftILbaPzfVGIC2pCuBPw/11BSFePx5uUlqk1TkOdU40qak+6p+ijhObLLF1mMmJeib/vh0SU4IjmSnp4reK0tkYhDxQjjPLtUgw9RbPPsd75m07nN/gWuEex41nW+7Z/wvkAVgrtdK8aPKA0uJUI83KbaHmXMT12Atpjr4dEUi2AYqtUXYBrjXYchvy46MbYnX7GvK3vAOJbeuHxGRuQYL9b0CE3AdIbbQ6JItzFOLbH4Bkgb6HNFtPR8TdO0ja5hZz3WL43fX+WzkH0XrtCX2yKnEkK9CaUldNUTolpyAunMvMcgPixrR4RVo5YjX7BHGDdkGsAv3N9n8gyQMgloQ+MquWNKVV2YNkVP7NLGciCQKN9djcify4ACkwC7ARSSy4CDcD9HFEkEWRuoL9gJ8hYu1I5MfKVkTwnYB05TgJCR1YhoixHyD9OV9HYtFAkgieNPMXIJ+nXrDOgZVn+G+1PXY+Tukna30Cy9jBpphFzUwxaxmOz6rW4a1liqIcHrJxH1YgYsviFWmlwFVm/hGk9hO4bpvXcR+Ma4lleKpIU1qN3Ygb8xWz3BXJ7DxQW4v/RdyTg5G4s3cQkfVDpLQGwC24fW5/jzRW34tkPT+N/Dj5L8TlPxsRcNcj2dDZSCjBh0iZmjvMNhCx9wJitR6HhA4AHAOPXOu/zSKkakd7I6VFmtJahJo4KYpySAxDyhCAFKy1NblPMGPIrBuIWAhew+32/DdEkDV4jluLK9K2+S/1IQm64SlKslQiYuw1s9wdWIoIr8ZowK3/dyPyd/1rs/44pB3av3GtXtuQTEyQZIFSJHPZQSxpRyL1A6117R7EMjYH+UMfhjRzBxF+1cA/kTIco5CYuV6wbwM8eYX/Vq9BPmrtDRVpShzq7lSUViaClM4AiSezwdd9EbemNeSXIqULQIRYCWLNONas22rGLUhwNHB0uf9SNcizT1GazG7EErXKLBcgPy5OO8hx85G/zR6Ii78K1/U4BxFcto2Zg/gb9yA/SG5BRN0rSALBFKACEWfzEJfpD5E4zxGIWHwP+RwsRhJxfmXOPcszfwL8+Tx/wkDIEZHWHknpJ2u0CVPQ/VkbbYhNsWQC+6+zuj01u1NRWh9vc0Dr8gzjJhbY9ZPM/BJca1qBGVfgBmebb/PCLyDHW2cKMTIoSpOoA76NuNdBgu9fxo2HTMReJNj/KrP8A+THxx8QETaI+ILOCxDXZAbSNSANyX4+G2nn1B2xyr2HFMb9JyISL0LEY6a5ztvIr5IfmfPejXxOdiIu11XwcCCF85xQrIpNuyOlRZrSOqglTVHagEQiDfxxae8jTaHTkcw1Yy2j1ozvmu0QKwAa2g9HBVSZijSlSTiIBcsmt/RALFuNNbbchsSMDcF1c05GYsOsyxJETHl/1zcgfTcB/gf5DLyJCD2A7yNpyrZB+7cQ8bYacWX+GInVnI1ki37f7Dcdidv8P0T0fRU2DIB/jfTfdnsru+ElpdtCNaXBOqZjQNg0UQ9H3b+U+pCsyzBNVKwVrfNZ05reYF1RlEPkeCR78zOknEYdIsZsXFoe4mZaDwxH3DrVZttHnu0lZp11c+4Wkfb2ie6lVKQpTeKXSNIKiIXrr8SX0ADpijEVKclhH5dfQZIGxpnllYiVKwuxhHlZjLjuuyMWsN2I9a4Wieb/Pe4j5haktEYESRD4CfI5Wor0Bd1i9r0FKQRtaw/+AHgMHvmF/9KFDlzQjh9fav5QFEU5HIRwXT5ViFUAXEua/Qm9CingBGJNAym5MdDM2wK5W4nFs6klTWkW9cA0pOaZZR4QsEDhAE8gPyyeMctfR9yU7+IKNHCtaN9BLHJerBD8HuK2vA75o+1rrmtF1P8hpTtAaqo9hPxw+SbyGdmCuP9fQRIVzkYSC44C6mBHFvzvf/ovfXWofSYMWFSkKXGou1NR2givy/NlM1qRtseMr+E+7FYjT5R9iKUC5IEK4g4yGZ4q0pQm8yVivXrAs24m8B+B/ZYhyS9X4nYLeBux+F6LFLi1LEcanIO4P71sR/pvYo77N1J2I4LEqVlB9y6uG/PHSMmOh5AYzmcQd+ZUcw/9EbG4AemZewvwMPzqZtjT1b10yIGAZmt3pPST1Vfj7FAnkwxgkwRqog2xKZZE0CBTwuuY4xsefoOGh984jK++FQmFpINAUlM7thcrSnslUVxaf8QlVGeW/40EaXdHyiD0NetzzLjLjJ8Tc30eVea/zIe4XihFSUglUuH/SKRbAIhQ+j0S52XZhliozkIEWSYi4l7DjY/0sguxkDmIIjo1sH0eEpM2ArHI2VZplyFufpC/7QuQhISzETE20Yz7EbH4JiIsX0AyRj9EPkvPAj+Fz3rBg7YPruE/Qu2vw0CQlI5JU1qHkPmX7DGKoiRJf8Q98zFiJYsiFoFjkZIbWYgrdCPycPoL4tIEV3VtRipxliOtdYCjP/NfphIpLdWzFV6CksJUIBaufyCWMW9WcA/k7220Z92HSAumLUiM2rWIgPsKjXMD4oo/CrgvsC2K6+q8FolFe9qzDGI1nohUZe6P1EEbgXxmMpHWUDeYezoXN8lhCNLHczLwGdw9D/Z5OqeHHfhZCjy2Op1Is0kA1kNQ77GYWcLGKhSJiqExEs5ok3trNzSlF6e6OxWlaQxDHjh7kWzOYxGLwlrEVfMRrsvzL8iDDER5gbg5ByEizXxVlVRApA7qPcE2H6IiTfGwFbFqVQTWpyGlM36Gm5QC0ilgLOKeHIhY2448wPkdRJT9wZxzPtKhwPIh0gpqM5CPlJp5AhFlxwFnIBa2yxBrcg9zzQeRz0t/JJFhqLnGfyEhAplIhug0JC7tefikP/zG9r81XBmSj017R5+sShwak6YobchXPfNrzGjj0qxL05s8YF2Zn5ixHLdWmnGRRvZD/y3+y2hcmhLDQYLzvQKtF+KO3Ii4OL0CrQJxb25HLFSvcmCB9gVSv2y6Wf4Jbo2/bUh9s6ORvpogsWZd8FvVQogb9a+I8HoOsfTZBIRHEbF4BfBdRKCNQGLSpiHZof8LdRlwxUqoSXNvL+LILaUC+mRVFEU5nAzzzAdF2j4zvoZU2zwSt8fT+0hVdYi5OWNWtt2aPKAcgMeAl8x8MWK1LUdEUjBIy0FchhWIhXcZ4l5PRBSxmA1FRFUGko35U7O9HInDfB2xrp2NWMbuRrprrDHHXIGUnrEi7mFE5P2XucZliGi8zlwvDMxAEhTSkKSBReBkw+T34RVbX9Dwn+24eG2QTufutNSbOmneGmjBdRFjHcoIu29TJGS/ITuwvm1KBwFNHFCUpnGyZ77UjLYWlbWWvYdUTD8RcX9GkIDp45GgauvW3I58NdWoSFMa4ROkfpjlYeTvqjGexq1LNp/48hkgQm450ubJdiY4FvgjbmeCLxB36fuI5XcZ4rK0WCvaN5EkmfMQy/BERLT9FonbzENaPP3a3E8aEns2DsnyvBr5sdITflUKv++Lj94OzEihx1UHVhpK0wk3cVIUJWkKcQOv1yCWgiMRV+d+3GzOf+P27OwWGPeb8QOgj8yqSFPicBBrlI1n/B4ihhqjHLfK//8Q3wqqCimDMQSxbL2OxJ3NRLIt7f5WoNmSGP/AL9CiiMACcX3eb86VB8xFkgJuMdvvQn6o/NAsz0YE2s8Rgbcbas+EqR/BLQGBlh2F50LykUsVOq0lzdLgeOdNh4GwP1m9s3UcaEqMmcakKUoz+Cpi4diNBFIfhTz4ViFWh62Iy9OKNBtfY7/BdyIxPJWIFW4rHP2R/xIftNrNKynDX4HnzXwR8dmWXnYgoudLRGx5C9s6SLD+rUi3AZCYsu8hCQded+jniItzHaKO/kG8S3W92a8LkjRwgVl/jznXaEQQfh2p13Yikv13KSLW7jXXBT79OXz7DliZ4JH0ZFjKuaUSzXqyzpo1i1AoxLRp03zr3333XS644ALy8/PJzc3l9NNPZ+vWrbHtNTU1TJ06lZ49e5KTk8MFF1zAtm3bmnMrSovSlObqKWQ/VpT2hjcuzbo8bX9EmxH3Mq5I2xcYP8QN9O4uw1GBrL1yJIFU6aTsBf7bs/wAiV2XIIp+ONLKKQ/JurQu9U1I54ErEIE2AIkr+xSxenkFWjlug/QixMV5LPEsNeOZSCxbNSIMr0GE2grkc/A4rjA8BklwmEcsQeHduXD6/yQWaL9ENGeq0WSRtnr1ah5++GGGDvV3Wv3www8ZOXIkxx57LMuWLeOtt97iJz/5CVlZWbF9pk2bxsKFC1mwYAErVqygqqqK888/n4YE5TCUtkezOxWljUmU4WnjhGy/zlWIqwjcbgS2Htr7SLYcSG014Mjt8Zf5KH6V0ln4OW5m8Dgk+9HLF8CfkJpjpyNirC8i1GyR2j8hPyhWIu74mUhpjqlIGQ0vfzHHrQd607hAA7eQ8xikywBIxuY6xM0KIgQ/QvqBgmR3/otYy4CVD8IZ10FZwF6QFRUdd2sjl27vNMndWVVVxeWXX84jjzzCXXfd5dt2xx138I1vfIPZs2fH1h15pJurW1lZyaOPPsqTTz7J2LFjAZg/fz4lJSUsXbqU8ePHN+WWksYmBUQ8abmxhAHThN0mEuxvqIvtk5EmB3SyymmKorQmBxJpHyDuoQ+ROJ/eSIIASKwOSFV3G39jikBm74PiT+BTT6HRD0lcFF7p4KxDXIIg5SwewnV+1CNWtZ/iWmZB/ILPIxawKJJsYFtFfR0pgtunkWvNxBVbJyJ9No9OsC9IcsCrZn4obuzZJYiQrAMuROqo2c/EZCQM4GS5t5fvhvOmwP6ArWCAA38J+3NzUo0mmT+mTJnCeeedFxNZlmg0ygsvvMCgQYMYP348vXr14rTTTuPZZ5+N7VNaWkpdXR3jxrmdV4uLixk8eDArV65s2qtQWhhNHFCUNqUYqVMF4u50cNXUNuShCLAE1xphW0fZKGjbK9Fa2fZp8oCCxJRdglvB/cdIfTEQQXUacDNuEdmpiKhagQg0B0kesALtNsT17hVoDYhoG44IrQXII+EOJAGgMYGG2V6FVFpeb643ErHElSLJMb9FROSH5rr/D4lN+wLWfwsuvjleoJ0GvB5KbYEGTXiyLliwgDVr1jBr1qy4bRUVFVRVVfHLX/6Sc889l8WLF3PxxRdzySWXsHz5cgDKy8vJyMige/fuvmMLCwspLy9PeM2amhp2797tm5RWJNl4tKaU7FAUxSWEG5f2JZIokIdbzKm/GZfiijRbI63AjNYvYr9Gq+DoQLaAirROhg2ut38HJyIiDSTTchRiue2OuA83IG7FbyIWNwcJzP8t8jc6H7GS2b81B+mNeSJwOeKSj5jjVyGZmAdzO1lX51nA/5n5s3Frq92DCDlrCZyLlOBYAduPhvOegt0BJXO+OW1H6LCRlLuzrKyMG2+8kcWLF/tizCzRqLgHL7zwQn74Q8mPPemkk1i5ciW//e1vGTVqVKPndhyHUCMP+lmzZnHnnXcmc6uNEjUN78LG1hv2XDMSuH69eT31sdporuvTHm+brKddl2o5I40TCoWakN2pIk1RmsVXgRfN/BrEnXMiku2Zgfykfhf4jtnHPvzst7iNXduMPHR3xlvSNMOzE+EgLkoblH8Ekt2ZhfwIGI9kBZ+OCK1gXYoqc7ytX/YoIsQspUhl/xVmuZvZ/1rc5IFKJCu5q7l+P2IxkzGsSDsRiXkLI5a6akSsjcL9AXMjYj2eBXu7wMR/w9Z0/+m+iRjyOkrpiqSexKWlpVRUVDBs2DAikQiRSITly5fz4IMPEolEKCgoIBKJcPzxx/uOO+6442LZnUVFRdTW1rJz507fPhUVFRQWJq5ectttt1FZWRmbysrKEu6ntBC2d2eyUxLMnTuXoUOHkpeXR15eHsOHD+fFF1+Mbb/qqquMWHSn008/3XcOzRJWOhTeuLQ3zGjzsjbh1g6wjgQbP2TF2XakNMc+YvFpAzb7L6HfnJ0EB7GYzTHL6cBCRCTtQATaJ4h782/EC7RlyN+eFWhzkSKxIH9//4n0/VwBZCMu0I+QXktFiOXr+4gbfwLirj8W+bu02csgGaevmfldZjzZnDfL3P+3EbE3HCnxcQU0hOGyVVAayE49HXiSjiPQIMnXMmbMGNatW+dbd/XVV3Psscdy6623kpmZyamnnsrGjRt9+7z//vv06yfN5YYNG0Z6ejpLlixh0qRJAGzfvp3169f7kg28ZGZmkpmZGbc+6jhNrmFmLWpewgFrkD239xqxdeb4jmRBi9EGHQf69OnDL3/5S44+WoIVHn/8cS688ELefPNNTjjhBADOPfdcHnvssdgxGRl+u/m0adN4/vnnWbBgAQUFBUyfPp3zzz+f0tJS0tLSUJSU4lTP/L/NaAOl30Iedq/jmsM+N6PN8HwbcY9+QKy0Qp9AhmcZ8vxWu3cHJopYnB7yrPsd0rDcQcTTe0hs10u47vIPEBPUM0iCCoioehQpRAvS2Px8JHYMxLL2S9z4tBXAnbjWOxBXfRrihv8c+TtegXQ3X4pYxvrhWtTs1/x/IJmdbyJ+y98hCQR74dan4blABsyRSPWO7MbfmZQkKZGWm5vL4MGDfetycnIoKCiIrf/Rj37EpZdeyplnnslZZ53FokWLeP7551m2bBkA+fn5XHPNNUyfPp2CggJ69OjBzTffzJAhQ+ISEZSOy8SJE33Lv/jFL5g7dy6rVq2KibTMzEyKihI3iWsvWcKK0mL0wc3cXI08bK1I24BUVv8FYnnIRixoabiWtc1IE/YPkHgioORL/yX2IgYLf0Sw0mFoAK5HhBWIGvdawR7D7an5PG5tvScQ65gtZBBG3JazkdhIkBizC5Eenr2R+LGRZttmJLnAOkMiiMi6Hml6HkL+Ts9CXPnjEFfmE2b/M5DEgxDSRxTkx8ffzb3ORxIaNsNv74B7Jvlfdvco/D3shml2JFo8Je/iiy/mt7/9LbNnz2bIkCH8/ve/5y9/+QsjR46M7XPfffdx0UUXMWnSJM444wy6dOnC888/r9aPdkPTszuDCR41NTUHvVpDQwMLFixg7969DB8+PLZ+2bJl9OrVi0GDBnHttddSUeFW59QsYaXDEUL8NSAPtPcQy1hXoAaxeHRBHpL9zH7WghFstG4y+b7yOXhCagF1eXZYapHG41aghZECYdeb5c2IhQ0kO/IkxLL2M+BKRKCNMsd/hiQL5CFu0f9EhFQF8sPh34hAa0C6FgxGBFoEaXq+HulQsA+Jg6sz53oRySz9GBGMDYjr1Tqk+iM/ProjAi0NEW+/BZbDU9+HybbpuiE9Cs+EpbZtR6TZrltrIfPy/e9/n+9///uNHpOVlcWcOXOYM2dOo/scCg2Ov61TMoRD5kDP8VHjsou5N41PwOsatdvCHdhh0Jy2UCUlJb71P/vZz5gxY0bCY9atW8fw4cPZv38/Xbt2ZeHChbF4xgkTJvDtb3+bfv36sXnzZn7yk59w9tlnU1paSmZmZpOyhBWl3XM6EjsEYrk4HinF8RqSNHAGUobDdiEoQB54BbjuT4j1ZszYC4WfQXlvd1MZbqib0kH4AOkmYC1Z6Yj16dtIrNhqJEvStlaajoi6a8x+IDFsv0DEXSUSxP8CYjGzcY+XIlX+uyJ/SJcD/zTbRiFlOhYicWX2GJBKsr9EyswsRmqeHYG4M4cjJULAteTZkPVHgUXAs/DMt+F7j4ATePQ+HJauUR2VjhRfp7QUzYhJKysrIy8vL7Y6USyh5ZhjjmHt2rXs2rWLv/zlL1x55ZUsX76c448/nksvvTS23+DBgznllFPo168fL7zwApdcckmj5zxQlrCitHtO88z/G4kfOhERaWsQ19ES5AEL7je4/ZO3NdJsLFoVlJTFizSlA9CANCKfhxsjBuIK/wsSx3Uq/kB921ppH/AtRDBFEEvVNcjf1SykzEat57gzENfnCLP8HOJC/RKpz/crxPp1AZI5CmI56478iLgf6WTQB7GWve45dy3yNw1SE9ByNxKn9iQ88034zh8lYcDLT4Cr6NikdAVSmziQzBR3LJ4psG8DMiU6T70Tpd6J0vDwG7EyHB2GZmR32mxNOx1IpGVkZHD00UdzyimnMGvWLE488UQeeOCBhPv27t2bfv36sWnTJqBpWcKK0u45BfdbeZUZbaTIS4jVAdxkAduM034M7ANyGxLLExWR5kVFWgdgL1Jr4mb8Ai0PCfz/OyL4SxGr2qlIlf7lyN/FWYhA64LEpl1j9j0VmIEIp2OQkhrLEGvZCOTv7rtIbNqXyN/rIsSCNwn5++sL/Mbs87G5rxoaV1P/RCx83kfFdYgl70l4aCp86/+gLhAN9UMkR6Gjk9IiTWkl2qAERyIcx2k0hm3Hjh2UlZXRu7eYBLxZwhabJTxixIiE50gVZsyYEVd+xJtA4TgOM2bMoLi4mOzsbEaPHs2GDRsO4x0rLUYObqeB9cjD61zkm3odErAdwhVp1vJgPfwbcZtmmz8ZFWkdjM8QkfVXz7rTEUvXY8B/IZmdDiKoyhDL1UOINfYERJD1BF5BhP+NwNeQDOGeSJbnu4iLdBTiunwQEW5/QP4GbzLHfQOpsxYxy+cjCupJc29WfP0D8bMHv+JfMKNdPwD4E9S+BTc/BFMfBCfwePmBubXO4DNRd6dyWLj99tuZMGECJSUl7NmzhwULFrBs2TIWLVpEVVUVM2bM4Jvf/Ca9e/dmy5Yt3H777fTs2ZOLL74Y6PhZwieccAJLl7p57N6kmtmzZ3Pvvfcyb948Bg0axF133cU555zDxo0byc3NTXQ6JZU4HSm5EUXqpY1G3E3/RHocHo9ke0aQ2KEiRKTlIQkHfRArR3dgq4q0DsUO4EzgfbOch7Rw6odkcd6KiLP+SI2zMUgCytNIbNm/zHGnIiLqdcTiZUX+dxAxZhNRtiExaL9GGrCDFJadg7hUr/CsOxl4GDcWrac5pgZq0+GF8+Dd42DfE7DvQuiVDsPr4dS/iUEPENW1GUq/ClcvgHW2fZWH68ztdAaBBiku0qybMiliu4eCK6hH0qDCIXkgJqrBZq8X60YQjcbtk/qESP4jkNz+n332GVdccQXbt28nPz+foUOHsmjRIs455xyqq6tZt24dTzzxBLt27aJ3796cddZZPP300z4Rct999xGJRJg0aRLV1dWMGTOGefPmdYgs4UgkkrD8iOM43H///dxxxx2x2LzHH3+cwsJCnnrqKa6//vq4Y5QU4zSkJhRIXNpoYCIi0p5HLB8bkCDsT3FFWm9EpNmPiPl2L0lQK01JQfYjgsoKtD5IzOLNiAXMcg1iVfsbYpX1GtmzkMzOryJB/zZebSCifM5BsjnvQqxj3ni2/ogIHIuYsmxds+8gf6e/9+xXAXwBuwrg4R/DA/8Bn34l8cuKbIDj34ET34KuVfDGcCg9EaIJnDM/R3INOotAgxQXaUor0RT3ZZL7P/roo41uy87O5qWXXjroOVoqS7g9smnTJoqLi8nMzOS0005j5syZHHnkkWzevJny8nJf6ZHMzExGjRrFypUrVaR1BLyNNWxR24nALUh80H1mnX1S2W9xWwTU/m40mXIl1gJi2IYWtE05oki1fWsJK0LE/M/NcgSxml2DqPCTcNV4JpLReTYi4J8GfmS25SLdAm5EisZejljcbDP2EGLFvQH5sXC32bcWMX8NQ1yjIF0LugPvyd/X/Mkw7efwpS2W2wj16fD2iTI1RiQKvwuLJu1spLRIa1LHgTgDmvtVFbYlN5yAtcxTaCgath0HomZfGb3JAynfhaANOg4ojXPaaafxxBNPMGjQID777DPuuusuRowYwYYNG2LlRYLJEYWFhXz88ceJTgdICy1vvN/u3bsb3Vc5zBwD5COuzFXId9UxwNFIqQX7ALUlN3aZ0WZ22iQCU4aj5FP/6WvMob1a9q6V1sJBSmb8ySx3QQTRX5A6Yr9AxNUDiEizfweFSG/NixHh9RBieQV58l+FWGX/gQT77/Bc8+tI7bSzEGvaH82y/Qo5BrG4/RN5hJ6CiLzPYNuR8IM58MI3WuC1I8nN/xv2d03rTKS0SFNaB22wfniZMGFCbH7IkCEMHz6co446iscffzzWvzT4fh+s9MisWbO4887OkAvVAQgjQdxLkFIaW5GYo4mIFa0USQ6w3QSsNt8WWDZxRr0/hrR6aPB825ehIi1l+H9ICQuQv42jkZjFfES4HYu4QdeYfY5DxNkxiNv8p7j1x3ohZTJqEJFnXZSY811opjJE2E3GX4rjK+ZY2/lxIOKGXS3lMX5zC9xxB+zJIyGnbYf+yyGzBtYPhrdO9P9deuniwI9DUr4tPfEunQIVaUocTiiEk6ToSnZ/5dDJyclhyJAhbNq0iYsuugiA8vLyWKYrHLz0yG233cZNN90UW969e3dc4WGlHTESt3bUX5BMOivSbHmFF5G6V1WI22oPEnNUjTzVjNUjrQqKP4Wyvu7pyxBPldLOeRDpCGC5Ginwmo24PisRK1YFEqh/D/J38HukgK3ldMQF+gZ+YfYVxJ1ZiJT1WIbbqsnSG0kk+ACxnmGu1Q2QikisGg1TZ8Mbp5KQixCv6td6I+5S0zymKgfefBDeuhreCsktDEb+vL8WcsMrOzOdTqQFuwl4OwcEm6dbF16DJ7mgNtoAQEa08eQCRWlJampqePfdd/n617/OgAEDKCoqYsmSJZx88skA1NbWsnz5cu6+++5Gz5GZmXnAmnVKO+NS3Ifz44hIG4lYO75A3FMg2X1VSIzSHqAYqTBfiFjWcoC9kuEZFGlKO+c13DZOIPFntozkz5D4rxFIssgJyP/995EityCxaN9BLG2PIQVrQQT8acgz8HXEYuYlHbHCZQFbEGuuTT7pb677JvAFbDoWbv8F/LmR+uJFDswNiUiL8QDS1zMEXefA168W76qSmE4n0pRDoA0SB5TGufnmm5k4cSJ9+/aloqKCu+66i927d3PllVcSCoWYNm0aM2fOZODAgQwcOJCZM2fSpUsXLrvsssN960pLcQxi/ViFZO6tRSwhZyFZd/a34T4z2o+f1eG2bVQ3YiLNi4q0FODXnvnbgA+RuLEhiGj/D0SgnYKId2t5HYaIsyLEsva4Wd8dqVO2AVjhOXch4gaNmPNvxV8gtytS9gOkoPIWeO9YmPUT+MOkxt2VVwO/Crll+2J8B1n5FURcKgdERZoSjyYOHFa2bdvGf/zHf/DFF19wxBFHcPrpp7Nq1Sr69ZOu2rfccgvV1dVMnjyZnTt3ctppp7F48WKtkdbRuBK368DjiEgbiYg0G3+2y4w2Ps2KNiviTDCPirQUoxJxc4MImnOQ7MwQEme2CDdxYAhiKctGkgDCSB9P23qpKyKG3kA6DoAItiMQq+tnuMWRLSVIiY8sxM35d/mT+tcZcN/NsPCC+AKzlmMRo92oA72+cQfaqHhJaZEWdWRKhnBAS3jdlWm2wTrW7Rm/Tyzz02R12rFDoSLtsLJgwYIDbg+FQsyYMaPRxvVKB+FS3HIHf0BqX51htv0bcT1tMcs209MWJTWZnTYTVGulpRgLkIB8gMuQ5uQg7swhSEFjgPMQgQaijJ5HymREkSzQEUhsmi3lMggR9hW4WcC9zb67EVe6g/yBmD+SLwrg6f+G/70K1pzc+C13d+AnIck10MCKliOlRZrSSqi7U1EOP7Zh9Z8REbYIGI9YN3YgtQm2IO6qz8x6+2A3gdnW0lYSsJSoSGvnPOaZPw0pn5EG3IG4PsuQuMRXzD6TgXuRrE+QmmllgG1a0hcRYbYQbi7yd/MxbryZwcmFd78Gi0fCS8Nh6dlSy6wxujhwQ0gyMbsn/UKVg6EizUODMZgF66UdKDnAbqttqI+tszXTUrdeWhMsaVoaU1FanisRkQbi8pyIlOd4FbeXTh4i0noibtAuuG7PKhlKbFae4RMkvjz1e3N0QN7BtXydhPv/fznS4ukhs3wcEiM2DPl/fwv5GxjtOaYHYnG15TkKECvbTmL11JxCeHcYLD8elg+DZaPhs/hmJ3HkOjA1BD8MyWWV1kFFmqIoSntlPK6l7DnEQjYSEWl7zT62jpX9ndQNEWmeWmolH/hP24B4Rhvp1KMcTrxWtPGI+zKENK38pll/KW5W5rlIQdt04D9xXaOXIyU11iBxajnECtbW94AlE2H+ObB0LFQ0Xr0njgFIyNvVIclXUFoXFWlKPBqTpijtg3TEmjYbKUg6DxFpIEHf4Mah2eQBa/jPc9cd8Slk1ECtJ1ioDBVp7Y563DplGbjuyW8h4uszpJDYFuT/+SKklhqIcLNVeK5FEgu+xBXre6C2N8yeCr++CsrdMosHJcuBC0PST/1c1ALblqS0SGtag3V/X6hwAnERrJeWKHEgOHoTCDJIcVSkKUr74VpEpAE8grjCQkg8UTZu8VprWbMB4fYjmQPhvdBnG3x0lHvaMvxtQpV2wHLceMLxwF/N/BlIF4FMxEJ2G2IZK0fclicj3Qcc4HxgPvJ34RHqb58D35sNb510aLfSB0nCPAeYoFazw4ZGeytx2I4DyU6KorQCRyOB4CDlENYi1hSQJym4xW0juMkDtoejsZ4Fy3BsbeHbVFqAP3vmj0bix2z5DIDrcRuaT0RKtHRBBFkNUvfiX2a5GEkWyIHf3ganPn9ggVYCfBf5HbAJ+ft4FClrpgLt8JHSlrSWwGeJM7PBUhz1HktaXaD0Rr1jOhB0JAOwWtIUpX1xHVIDC6RO1hnAOiSjE9ynaE9c96dtmG36NvYNqDIVae2MBuAZM5+N674eg1uQdiji3swEVpp1pyAxigVICY2diHjfBoRhwRXwXzMTX/JU4HtIJY/+aPpXe0QtaUo8VqQlOymK0jpchBQfBViI1MoCsZSA2wrIfgyzcWPTTIZn30CGp4q0dsYKXFfnBNzyGr2Qune9cAvUHo/8Bx6B2z3gOKSbQD6xYserzoGr7ou/1GCkfNrrwA1IMoB+g7dPVKQpiqK0dzKQPjsgljGbNPCpGe3D3cajZZsxi5hY6xcQaR+3+E0qzcLr6jwDEWEZwGaz7jxcV+dGM2YiLtGvIWItQuypvnUUXDQPaqy11fBDxHuaqgWiOhspLdIcxyGa7GSSDWy3Au82S4MjU6Lja6NRmRoaqG1ooD4ajZuC50s5Qk2cFEVpPa7D/Zw9jjyQjSuT7cgD28aj2bIcnuqi6u5sx0Rx20Bl4lpGRwIvmPnuiOU0Hymx0g+xmHXDFW2DgZ3Q0Ae+MzO+3tl/Ie08tSNA6pDSIk1pHTRxQFHaIUchTbVBYo9sHJqtcXW0Z1/j4vR+w/d7Hx87cBNClcPMa7iV/8cD/zTzg5AYwzzcPq5WmFshXoK4Q49EkkrC8JtJ8NoI/yXOAR5Af0+nGimdOFAXdahLsnmn7SaQbr+8HPdPNhoy5wokECS8tkkc2NdQF7ctEpaTp2zngXAovsnpoRyjKErr8lPE5RXFjUfrjdTPKjDLubiZnbbzQCQ+uxPEmnZcK92qkgR/8sxfhFSLBVdsnwn8DRHd+xCBvh35v16HFC4zfw9bvwa33ek//VFI7dsDdHdS2ilqSVPiUXenorRPjkHqJIBrUckJ7ON9EtsYtQzI2Qc9P/fvqnFp7YB63FizdMQyWoVk6v7LrLfFA3oFjrVP8K8CX4BTBP/1P7C3q3+3RxGvqJJ6qEhT4tHsTkVpv/wEf8l32zbYlmywVjRvwLhxjQXj0lSktQMWI5ZQkNpnr5n5k5GkgWzPOiuyKxErms36fFNW/+lc+Pt5/tNfi5RPU1KTlHZ31kYdIkm6OyNWlpoGAekemRo7ldEbDcYVGg45nn0SN1331luz21LOzakoSvvnaKQ/zzyzbOuifYjbgQDcb/cQMSHX72NYM8w9lSYPtAPmeea/B/zYzFvxfRrSg7MrYmHLQhJEbGubXkAFVB8NP5rhP3VvB2br7+eURi1pSjzq7lSU9s2ZnvkvEJdnNf4AMyvWerir+gbi0tSSdpjZidv66Qike8B7yP+nsY7FubX3I27RHUhCwXogDR74Jmzt5z/9nJC6OVMdFWlKHJrdqSjtnGLP/F5ccdbTjBHcMg6eegv9tDVU++Jp3CzNy5GeTCB10nYhSSE2q/Mz3B/DNuasi9k0FGbe7j/1aOCSlr5fpc1JcXdnlLRo9OA7emiwf+UmAxPv4WZV7E0xu/oarAdaRdVEGwgSpgaAut+tBiD9+lOTusfDTlMsY6rRFKXtKA4s90MqlNqf3TlIvBK4lhig30e+o9SSdriZ55n/hpnAFW7HIVmcxqVJCKk+sBNxe5YDXeBn18GePPdUIQfuCenXckdALWlKPCGakDiQ3CXmzp3L0KFDycvLIy8vj+HDh/Piiy/GtjuOw4wZMyguLiY7O5vRo0ezYcMG3zlqamqYOnUqPXv2JCcnhwsuuIBt27a1wBugKO2coEizLk1blqPWs81meKbFJw584rihT0obsxH4t5k/EUkOqMftHgBgLZ+7zBjFdXt2k+HdYfDItf5TXxmShE8l9UlpkVYTdZKeahtkqolGqbHdA8xk667VO3aKUu9EYx0IGhxiHQsststATbQhNu2P1rM/Wk9VXQ1VdTXU/Pb12NTw8Bux+mmdmT59+vDLX/6SN954gzfeeIOzzz6bCy+8MCbEZs+ezb333stDDz3E6tWrKSoq4pxzzmHPnj2xc0ybNo2FCxeyYMECVqxYQVVVFeeffz4NDfHWTUXpUPTADRwHt+zGFuQHk41HC+OqsLAkDnhpCLmdpZQ2xlsb7bvAw2b+WOT/7BhgE+LaqcV1W+9F/o/LgQz46VSIerJ9u0ThF61640pbktIiTWkl2iBxYOLEiXzjG99g0KBBDBo0iF/84hd07dqVVatW4TgO999/P3fccQeXXHIJgwcP5vHHH2ffvn089dRTAFRWVvLoo49yzz33MHbsWE4++WTmz5/PunXrWLp0acu8D4rSXgnht6bZdlCfAv09673f8HXQ8wvI3ocPjUs7TCz2zOcBnyDJA2vNOiu8bSmVGtzSK6bd15unw5+/7T/t9HC8oVVJXVSkKfE0Q6Tt3r3bN9XU1Bz0cg0NDSxYsIC9e/cyfPhwNm/eTHl5OePGjYvtk5mZyahRo1i5ciUApaWl1NXV+fYpLi5m8ODBsX0UpUPjfRJ/jJSVB/iKZ721ouXKEEJrpbUL9uDWPhuIm+E5HngbsZqtN+uqcK1oVqR9KfM/vdl/2u4OTG+dO1YOEykt0modh9pocpN1e+5viLK/IepzhcbWmcl1hTbEJts8/UDN1O26qvoaqupr2FdfG5tSovl6M4rZlpSUkJ+fH5tmzZrV6GXWrVtH165dyczM5Ac/+AELFy7k+OOPp7xcCj8VFhb69i8sLIxtKy8vJyMjg+7duze6j6J0aLwibRMS1wRuzFIXz/Zcd1YbrbcDluMK6OHAIjNvrZy2lIb9erMRHLVILTxg1dnwt4n+094Sclu6Kh2DlM7uVFqRJqYFlZWVkZfnphllZmY2uu8xxxzD2rVr2bVrF3/5y1+48sorWb58uXsLgbIejuPErQtyKPsoSofAK9I+Aa4CnsFNGvB2JfD8LuynlrTDzxLPfC2SEDASsLlTW8y4Ezeu0BaxNfGGP/mR/5S9HJiqX30djpQWafvqIVqfnFUq01beMIc1OG4NjnrzcLdlOuyW7DTX4Bhr6B6WrRFjjDyQdazecQPZ270VDeRLIVkbq9nfZmseChkZGRx99NEAnHLKKaxevZoHHniAW2+9FRBrWe/evWP7V1RUxKxrRUVF1NbWsnPnTp81raKighEjRiR584qSgnhFWoNn2bYY8saeufk29A2oMrWkHQasSEvDzeQcYOYLkf/DIiQ5IAf5/9uPfM9GxYq29Bz/KW8LxbdxVVKflHZ3Kh0Lx3GoqalhwIABFBUVsWSJ+3OztraW5cuXxwTYsGHDSE9P9+2zfft21q9fryJN6RwEo8PtE/oDM+9Ncq4yY4IMT7WktTHbgHfN/CCz3A143ayzblD7e34PrlXUPLF/Mc1/yt4O/KDl71RpB6S0JU1pJdqgmO3tt9/OhAkTKCkpYc+ePSxYsIBly5axaNEiQqEQ06ZNY+bMmQwcOJCBAwcyc+ZMunTpwmWXXQZAfn4+11xzDdOnT6egoIAePXpw8803M2TIEMaOHZvkzStKChIUaXuRLMHdSBmHt836NFzBFk2cOOCghU/bDG/yuX3Tz0Zc1VlIu6dsxJpm/+/sWA9rT4+PRbs55CaBKh2LlBZpe+ugvu7g+3mpDcvPkyzzyjM93sd600g9aj459dEEzdTNceFQxLfN15UgsC7sMViGUyFeypMIkNQxSfDZZ59xxRVXsH37dvLz8xk6dCiLFi3inHPEhn/LLbdQXV3N5MmT2blzJ6eddhqLFy8mN9eNgL7vvvuIRCJMmjSJ6upqxowZw7x580hLS2vssorScQiKtM3AUMRlVuBZbwWaab4etKTtRZIFC1DaBG/pjY1mtF+fRwLvIIkD73n2q0WePfUw84f+0xU4cH0KPFaUptEsd+esWbNiVo9EXH/99YRCIe6//37feq0U385pgzppjz76KFu2bKGmpoaKigqWLl0aE2ggSQMzZsxg+/bt7N+/n+XLlzN48GDfObKyspgzZw47duxg3759PP/885SUlDTxRStKihEUaR8iIg3cn9/egrfdZOizDcKBes+bW/relMREcS1p2YiAPg54xazbbsYKMzbgZunWw3tD4M/f8p/yhxqL1qFpsiVt9erVPPzwwwwdOjTh9meffZZ///vfFBfHl9WbNm0azz//PAsWLKCgoIDp06dz/vnnU1pampQVpKoW6moPvp+XTHN6m29gLWsAGYFtWbFbcZMLooG4/zQjTiIeS1IwOcCbOFDbIAEHtutA2nWnJPcC2gLt3ako7Z885AFuEwQ+AsaYeZso4P1cmu+z9Hqxpm0+0t20CWiH30Qdj7eAz818ARKPdjwSo9YNyebMRUyb6Ujf1Wr38Af+GxyPaSXPgSn63duhaZIlraqqissvv5xHHnkkrk4VwCeffMINN9zAH/7wB9LT033btFJ8CtAGljRFUZpJsOvAR7iWNNvz0VtL2vOwH/iB/1SBRaW1+LtnfpcZraC2/5feYsQgAYMRqE+DP1/o33RDKGYgVTooTRJpU6ZM4bzzzksYoB2NRrniiiv40Y9+xAknnBC3vSmV4mtqauIq2SuKonR6vCJtl2fZthjystOdHfi+f9Omlr4vJTFekVYFdMXtPGATOqzLsw7X11UPy86BLwL/p//ZOneptCOSdncuWLCANWvWsHr16oTb7777biKRCP/93/+dcHtTKsXPmjWLO++8M259TT04SSYONBjPZZ0ZMz3eVevmrA/bwH9Z9javjZq6apGwmI4ioQYzepMDzLqorMsIuyeojcq2LPwWxnZFGyQOKIrSAgSjSb5Ags4/RupsWddaCG/UBkcHTGcq0tqAHcAqM38E8n9zAvBvxPW5wzNmIlbQemK10f50sf90w5DSakrHJilLWllZGTfeeCPz588nKys+4be0tJQHHniAefPmJV31/UCV4m+77TYqKytjU1lZWcL9lBZC3Z2KkhocKHnAG01uw2TNb8OBAVWm7s42YDGuULbmERuuXGRG6+r0fp8aV+czAZEW6KuudFCSEmmlpaVUVFQwbNgwIpEIkUiE5cuX8+CDDxKJRFi2bBkVFRX07ds3tv3jjz9m+vTp9O/fH/BXivfirSYfJDMzM1bJPpmK9koTUZGmKKlBUKR9BAwx81YQeI32PWUIirQvcEOklFbiBc+8dRrZJuqfBMb9uEKuFpaPiXd1qkjrHCTl7hwzZgzr1q3zrbv66qs59thjufXWW+nduzfjx4/3bR8/fjxXXHEFV199NeCvFD9p0iTArRQ/e/bspG6+th6oT9ZiJ6Nby8zdFnN3pjW+TzTN1D4LXNa3D4EUUA+RsOji+mi00X0OO5rdqSipQSJLmg0V3mXGTCS+CWIVT/tvkTIc3lCOTcCprXKTCg24TdRNvbqYW9q2geqKuDptVme9e/ifAmU3voqUVFM6PkmJtNzc3LhaVTk5ORQUFMTWFxT4SyKmp6dTVFTEMcccA2il+JRAY9IUJTU4kCXNWmW8cbtmPqNOhNpHR7mbVKS1IqsRAQYSj7YVScv8GPk//AxxdW7EFWkgrk4HnglkdaoVrfNwWDoOtFSl+JoacJJ8BVFj+m+ImmbqHhOYTSqIJQxYy5qn7pnbXcVvCfN1HMDfcaA+QVN124Wgeq5EkmakuS+kXdZOUxSl/ZHIkjYIKWK716zzluHwZnhu8os0jUtrRbxZnV+a8VMzfmFGK+L24WsDtWIsfN7LfzoVaZ2HZou0ZcuWHXD7li1b4tbZSvFz5sxp7uWV1kDdnYqSGvQOLJchSQLHIYVTbbagZa87e/QH8JJnk2Z4tiJ/88xXIYWIP0fcz2WIKPuCWOsnL0vH+ZdPBo5C6Sw0qy2U0kHRxAFFSQ26Ig98kM+gA2zBdXl6c6wCn9Fg8oCKtFZiM/Cmmbe5cUcGRtvNzmbkNhBr6bVsuP90Ac2mdHBSWqTV7Yfa6uSm/ftlqqk1U10obtpfB/vrYJ+Zqj1TlZn21jvsrXfYUx81U0Ns2lVXz666er6srePL2jp21tbEps9rqvm8ppqK/VVU7K/ii5q9fFGzl6q6mthU97vV1P1uNQ0PvxFrH9WmqEhrNV599VUmTpxIcXExoVCIZ5991rfdcRxmzJhBcXEx2dnZjB49mg0bNvj20d63ig/r8rSfQW/nAbsujFuGwyQPaBmONuIvnnkbJWO7P9QFlis9+9bDvmx4/Wv+041u4dtT2jcpLdKU1sHmDSQ7KQdn7969nHjiiTz00EMJt8+ePZt7772Xhx56iNWrV1NUVMQ555zDnj17YvtMmzaNhQsXsmDBAlasWEFVVRXnn38+DQ0NCc+pdHBsjS0rAD7EtaRVmbGrZ/98GYIFbXfgC1lTWgqvSPsccWnajg8fmvEzYr1VyTRjFF47C+oy3MPTHDij9e5UaYcclsSBlqK2GpxQ4+UuEhFpEDURNX7/Bs8HIC6pIJKgBEfgfLHkAM+GOlNew01AiL9Hu64mGv9gteU5ukQOU1cCze5sNSZMmMCECRMSbnMch/vvv5877riDSy65BIDHH3+cwsJCnnrqKa6//vpY79snn3wylg09f/58SkpKWLp0aVwJHKUTEAgq5yPgIjNvg9K9P8fNt/6AzZBWDw2ep8AmIGC4UZrDNtwuA72Rlk/HIvXR+pjtvYAKJNtzB5LoYboMLA8osmEh6b+udB7UkqYo7YTNmzdTXl7u62ubmZnJqFGjYn1tm9L7FrT/bYcmKNI+RFygebi/Kvd5tu+XIb1eynB4UZdnC/OMZ94aBKylzFo3rQVtl2df45JeNtJ/utEtd2dKiqAiTUmMxqO1ObZ3bbDzhrevbVN634L0v83Pz49NJSUlje6rpBiJLGkh4BizHAJqPdt3ubOaPNDKeF2dtoG6dXV+bMbtyP9RA65w2wfV2fDv0/ynG9U6d6m0Y1La3Rmtc4jWJufutI3VrZcx2uAqDBvSk268jFFHtnm9lU7AdZnIpemua4jbZglb92B9nX8ZqI/YJu6ioW3yQJvVT9MSHIeVYA/bA/W1PdR9brvtNm666abY8u7du1WodRQSiTQHEWmrkRi0XWabFQMGbbTeinwG/NPMFyGtoAYg2Z49kHppucAepMBtBT4xvepsqM10l8MOjNTv2U6HWtKUeDS787BQVCQR4EGLmLevbVN634L2v+3QBEXaXuSBby1p2Z5tgd+LaklrRRbivt/249bNjDYj12M5A0Sk2dIbp/tPNyzkr6iidA5S2pLWUOsQTkvOkha2u5vR8QT8OyZhwLFWNrPNb0kziQe2r2fM6ubuYzsMJOpOEOxikBOJ77Jgzx0OWEa85Tha06qmeQOHhwEDBlBUVMSSJUs4+eSTAaitrWX58uXcfffdQMv2vlU6CF6RZi0zHyIB6uDGpeXgFrPNBGpg0Pv42Ih8NerHuQXwujq3mHGzGSvM+JkZqxBxVkvMdLI8EI+mrs7OSUqLNKWVUJXWalRVVfHBB66PafPmzaxdu5YePXrQt29fpk2bxsyZMxk4cCADBw5k5syZdOnShcsuuwzQ3rdKArwirQsi0jYA1hJjc0SycUVaDlADx77nP1Ul4pULNjJQkmQH8IqZPwIpvVGMtILKR0SaFWXWFZpjlvdDdVdYFbCkjW6D21baHyrSFKUNeeONNzjrrLNiyzZO7Morr2TevHnccsstVFdXM3nyZHbu3Mlpp53G4sWLyc11E+9bqvet0kEIijSAlcB3EZNYsHAqxKxrfbdC9j6o7uJueg8Vac3mOVxXSndEpBUiIu1IpANBT7Nsn8K73MNfOxtqstxljUfrvKS0SIvWOUQjybk7YzECxrXp9WXa2dho3Z8+d6c53LGfGOcA+9jRm1RgaqgFgkPCCRwMboN2OaY26jZ1q/vdagDSrz817rhmo4kDrcbo0aPjkk+8hEIhZsyYwYwZMxrdR3vfKj7ycK0ylhWI5aw/rovNW3XF1EYOO3DMRlh7srvpXeAslGaRKKvTjrYute2p+okZHWLu6lcCxeqGhWI1iJVOhiYOKPFo4oCipA4hXGtatVn+AIl3sskDubg/UL0ZnmnxLs/AopIsu4ElZr4HUpeuEBFlucj/TQgpWtsN+X+xCsxYO18e7T+liubOS0pb0pw6BydJS1oswD9gNQMI2wBbW3ojaq1krgKJWcliSQWmO4Enc6DevKvZAYuazAe7GDTE7RO7HxvnVVvjOxYg3Jr6Wi1pipJa9EKq138BHI/EpP0LEWmLEJfbngTHpcFx7/pXvZtgNyUJ/oZr1TwCKbXRBxHNxyJlUQqROLReiJvT7r8fqrrF9+s8u5VvWWm/qCVNiUN7dypKinGEGesBGwHxL9wMzzTP6P1BWKuWtBbH6+osM+PnZrQRK/sD66uJdRlYMQbqPR0BIw4EEj2VToSKNCWeNlBps2bN4tRTTyU3N5devXpx0UUXsXHjRt8+V111FaFQyDedfro/5ammpoapU6fSs2dPcnJyuOCCC9i2bVuz3wJFSSm8yQPHmXEFrrvT1uHyBKNjhEDQkraNxEY35RDYC7xo5rsh7/sRSDxaBLFwgljPMpGO9laQFcjwcqDLwGkhSfxUOiep7e6sd4jWJefuDAXcnSFfnTQzOomXZT4+mQC8iQReV6jslOFzd9rR7/ZsSHfLgDcEkgoSJUdkpcl/XfXcVezevZfCJ8bE7dOeWb58OVOmTOHUU0+lvr6eO+64g3HjxvHOO++Qk+N+JZ177rk89thjseWMjAzfeaZNm8bzzz/PggULKCgoYPr06Zx//vmUlpZqtqPSefCKtH5mXAP0NfO20bo3wzNdlgdugnADRD0fl41AG/U36Vgsxs2mLUbE2FGIxew4YB3iet6JuEA/RIRzHeIWBV4Z7T+lujo7Nykt0pRWog1i0hYtWuRbfuyxx+jVqxelpaWceeaZsfWZmZmxSvxBKisrefTRR3nyySdjNcLmz59PSUkJS5cuZfz48cndlKKkKl6RFsatybUVt8BtGH8GqBETWTUwYDN8eLS76T1UpDWJv3rmbaFaa8W0nR9sq6c9njENqIadR8Car/pPqUkDnRt1dypxHI6YtMrKSgB69OjhW79s2TJ69erFoEGDuPbaa6moqIhtKy0tpa6ujnHjxsXWFRcXM3jwYFauXNm8G1KUVMIr0j7HDWJaievyLPbsE8aNTYvEx6Vp8kATaECSBkDq1e1A/JTWxWlrWNuubxW4ZhJj8Xz1636LZqYDw1vrfpWUIKUtaU69g1OfbJ0042Y0NdBCEVddBF2hiWqpuZ7IkG856nGbRs27Gk2Q+emk+09Zn6BmVjTWq0p8E7ammrdN1PZqKR2+r76Oqr17aVGaYUnbvXu3b3VmZiaZmZkJDnBxHIebbrqJkSNHMnjw4Nj6CRMm8O1vf5t+/fqxefNmfvKTn3D22WdTWlpKZmYm5eXlZGRk0L17d9/5CgsL4/pfKkqHxivSKoAzgP/DjUt7AykHYcM1o76jOe5deOF8d1mTB5rAStzaZ/0QpXsC8DpSr24LYk2rRlyd25DSGzuQtlDAK1/3n3JEyB9GqHQ+1JKmxNOMOmklJSXk5+fHplmzZh30cjfccANvv/02f/zjH33rL730Us477zwGDx7MxIkTefHFF3n//fd54YUXDng+x3EIabqp0pkIijSvJW2Qmbc/yT3dBQgB9WpJaxG8rk4jumJZtfb/J1APzcah8Tk4EfibRyiDxqMpKW5Ji9Y7RJO0pIWMdStkLFghz+HhWFC/jAnrpEUTj9EGd58G23TdbGuIeraZdfXptpuAvaZ7I3WxpILGuxLYxuw7a2vYW1dLi9KM3p1lZWXk5eXFVh/MijZ16lSee+45Xn31Vfr06XPAfXv37k2/fv3YtGkTAEVFRdTW1rJz506fNa2iooIRI0Ykd/+KksoERdpQpAvBbmJZgzHh4P3Wz5H1QZH2gQN1ITfxUDkIDq5IS0NKb4SBd8w6a8G0JTc+M/s1IO2hvoC3TvfHBQKc23p3rKQIaklTWpS8vDzf1JhIcxyHG264gWeeeYaXX36ZAQMGHPTcO3bsoKysjN69pbPgsGHDSE9PZ8mSJbF9tm/fzvr161WkKZ2LIzzzNtbJxqLZb3lbs6vKs6/5HRgUaXUh+KiFb7FD8x5uzJn9KhuCdKzPR5I40hFRZv+vuplRapXzFze0FhAP6bDWuFclpVCRpsTRFokDU6ZMYf78+Tz11FPk5uZSXl5OeXk51dWSclZVVcXNN9/Ma6+9xpYtW1i2bBkTJ06kZ8+eXHzxxQDk5+dzzTXXMH36dP7xj3/w5ptv8t3vfpchQ4bEsj0VpVOQjWRxgog0kHgocGtyVSN9Pr3xaCacteBLOKICHxqXlgReV6f9LuxmRlsGxVo77VN3pxn3gJMNf/q2/5Tf9JxK6byktLvTaXBwGprYYD044ro5Q2YmllTgzRsIujuNKzTquQ/r+rT7NLgl0GIu0HqzT4MpotbgTTwI1lIzraPqPQkIPY0jIj89Pa5Ze7NpgxIcc+fOBaThuJfHHnuMq666irS0NNatW8cTTzzBrl276N27N2eddRZPP/00ubm5sf3vu+8+IpEIkyZNorq6mjFjxjBv3jytkaZ0Pnoh5RyCIu1dpFXUm0AJbrahF9Me6nOP2/Qd4MLWuteOxnOeeWuCtA3VrRizSQWfId+XUSSZ40t451TYeCw+vtUqN6qkGikt0pRWog1EmpMgq9VLdnY2L7300kHPk5WVxZw5c5gzZ05yN6AoHY1eSHHUnUg9NCvSNiCutzdxrTtd8bs9G+D4d+DVUe6qta16sx2IHcAqM1+CuJX7A5sRF+c25Em7H7dmXQ9znKlV9xfP+w6S/Blo36l0UlJbpEWJSyU/GDFxEOgqAG73ATvGEgkS7BO0xDkea5mdt2M0Pb4bQdSW4iC+TIdrSbOjTSTwvli3dPjeOm8Z8eYTIpR0dmRIDfOKcnjxJg98gd+SdmlgX+9vpCxgP3x1jX+X0ha+vQ7LYtz30+ZM9UVKbvRFhHMxYlnrgoi0XWa/aiAX/hwwm30TjUVSBP07UOJpRgkORVEOE8EMzyORDM9qz7bPkc+qt7Si+ak+LKDKPsTVEsoB8DZPsVmcu8xokgJi77ftQtBAzKq5cSisG+o/pbo6FYuKNEVRlI5AUKRFgECcEx8CJwbWGQExeD1k1Pg3BYxrSpAoYKMyspFszlxgvVm3DXnK7sD1W9mmKsYB8kyggG1vQHPTFUtKuzsdx4nVMjtUrBsvFhLlPd7WRbOB/8ZdGfYUCwp2JbDXD3tqocXcnbEaap5LBJIKooEEBO+9WTenG77ldYlGzVhH9f6WdXe2RUyaoigtTFCkgbg83wa24zb2PgF/wJn5WsmogyHroNTTtLMULah6QNbiWsdKgPeRRuqv4/ZP7YfEp+Ui77+NBdwLZMHCi/2nvBi1nigu+regxKPuTkVJPRoTaSCpmkPMfE8zBivVhuJdnhqXdhC8rs59gW25geVdZqwl1vVh20BYHcgQCGg2pZOT2pa0Bn/A/iFhTWFWVHjFhbWGBVoPRD1WspC1hNXLGM7wW8YAwqb6Q6xMhzepINipwJzH1/szQ0bbqcAmO9T7jH5uMsH+uiSzJw5CMxoOKIpyuDiYSBsOvIq46EJ4c49i1e9VpCXJi575bcj7utEsf2pGW4rDAQpxS3AAz57pP103B0bpd6niQS1pSjxtUc1WUZSWJZFIO96Mttk3wCZcq5rFdPEOirQPkDArJQG7gNfMfKEZT0DesK5IFmcXJEmga+DYvUAGPHuRf/X52opLCaAiTYlH3Z2Kknr09sxvNuNRuN0GbA/PdUCgLpd11Q1eD+mBVsCaPNAI/wCsl8S6Nq1YKzGjFc52Pxu/Bnw5CJaN9p9SXZ1KkNR2d9Y5OOHkEgdisjSBPLWx+6FwYDlRLbU0E9RvXJJhTy00x3QqsMkEB3R3xsYEtdSM29MmFSSspYbD/vr416IoSiejADdYfS3iXktDMjzfwq0p+QluU8iwWW++TzJrJXlgjadpZClwVivfekrirbVdbsZdZqwPLFcj5VBqkSzQavjbcGjwPIGzHBivP3aVAGpJU+JQb6eipCgnm3EXUkwVXDfnFtw+kt3NmCCcVePSDpFXzBhBMjZzkUxacC2Zu3D9l/Y9N10GFk7wn258CHJa4z6VlEZFmhKPujsVJTX5qmfe+imD7aFAWhcNChxrngZBkabuzgRsQwL2QHo4gbzPdcARiCXN1kPrZsbd7uH7SuCl8f5TqqtTSUSnc3c6JvMyFLa+THdbKByoS2bNQ75aauY8gRZSXpdmrK5azDXquX7U7yYNtpDyntvWa4vVUvPcbNTT+7ImEEPSbDS9U1FSk5M9828i/YWOM8sbgbHAC0hc2mlIXS9LNrA3XqS9j+iLPJQYyzzz9qvPmsF6IZ0dugNf4tZF87g8//01qO7iniLsSNKAogRRS5oSh7o7FSVFSWRJG2jGTcBgM29FmheTPDBkXXzywOsteIsdglc887YV1CdmtBazXWa04gxiQm6FtW4avhpy8zoUxUtqW9IaHJyGJDsO2E4BiRIITIB+KLbO8a6WeWMJC9lAfxvT4Q3qt1Yym1QQ8dRZi22zrwHfsm9bbLT10tx9ohn2nA61LW5JQzsOKEoq0he3s8CbZt2RZtyFG5O2DrBFVE2NNG/ywLBSWDXcPe1yxAinGKxIS0dcnIXAe2ZdmRl34CZm5CPWNVPPZEWg79PIVrxVJbVpliVt1qxZhEIhpk2bBkBdXR233norQ4YMIScnh+LiYr73ve/x6aef+o6rqalh6tSp9OzZk5ycHC644AK2bduW4AqKoijKIRPCtaaVI+2guuDGTTmIsNiDCIdM3PIQljCc+ap/VWCxc/MxbmKALXti4/v6B9ZbH7FtsB6F+m6wMiDSAu07FSVGk0Xa6tWrefjhhxk6dGhs3b59+1izZg0/+clPWLNmDc888wzvv/8+F1xwge/YadOmsXDhQhYsWMCKFSuoqqri/PPPp6Eh2fYBSqugiQOKkroE49LAdXluxh+j5nWPgnyOozBquX/1vx3Y37J3mbos88zbUhs27ti23Mo3o8nkZJ+7z9tDoSrQMuqMlr1DpQPRJHdnVVUVl19+OY888gh33XVXbH1+fj5Llizx7Ttnzhy+9rWvsXXrVvr27UtlZSWPPvooTz75JGPHigF9/vz5lJSUsHTpUsaPD6S8HAiHhCnkBzzE8c+EfI3NbVC/LCdKLvBf3B1IcJ6Ya9WbVNBg3aVGH8dcmq4v0wm6RBPUUrOvw3FC1NYkur+mo3kDipLCBOPSvoGItFeQjMShSKmIt5G4tNc8+6cB9XDGvyDcAFEjLGpCEpcW6GLUOfHGo20348dmtBYzG5dWg3Rz2I/Eo+2GFSf6TzcQtwauogRpkiVtypQpnHfeeTGRdSAqKysJhUJ069YNgNLSUurq6hg3blxsn+LiYgYPHszKlSsTnqOmpobdu3f7JqUV0cwBRUldDmRJ87aE8iYP2CeBsQzl74GT1vpPGzCudV6WmTED+ZF+FGKhDOOW5fBG+FjrmhFwKwIBaBqPphyIpEXaggULWLNmDbNmzTrovvv37+fHP/4xl112GXl54pwvLy8nIyOD7t27+/YtLCykvLw80WmYNWsW+fn5samkRHpuOFEn6QkH1wIXdZMPnAYH7GS3BY/xTLa5e+x47zXs8fVO3BStM1NtNDA5cVNDjX+q3+9Otfugdh/s3w81Le2HUHenoqQuA3HLQdgMz6PNuAmxpIFrSQPXI2DpEh+XpiINEWPWalZkxn5mHIgkEdhHm3V52kb2DeB0VZGmJEdSIq2srIwbb7yR+fPnk5WVdcB96+rq+M53vkM0GuU3v/nNQc/tOA6hRqwxt912G5WVlbGprKws4X5KC9EUI5qKNEVpH6QB1qW2Bcn0TFSG430kwP0I4kXa3vi4tJWOdDXq1LzsmbdhLPa9O8KMtl+nfbp+7h7y0RDYXuw/pSYNKAciKZFWWlpKRUUFw4YNIxKJEIlEWL58OQ8++CCRSCQW+F9XV8ekSZPYvHkzS5YsiVnRAIqKiqitrWXnzp2+c1dUVFBYmNgzn5mZSV5enm9SFEVRGsEbl/Ym4pILIbFS6Yi1pwEpGxGsl5Ytw8gV/tXVIW0RxT8889bxs8WMNknAxgjvMmOU2Hu6ws2zA0TPHY2iNE5SIm3MmDGsW7eOtWvXxqZTTjmFyy+/nLVr15KWlhYTaJs2bWLp0qUUFPhL9A0bNoz09HRfgsH27dtZv349I0aMCF7ywCRwQx58csxE/K/Hxs7vxViNYhYk6/6Meie/mzSR29OpkymaaDqI27OhxqGuOirTPoe66uCNNxN1dypKanOSZ34DErxeYpZt8gD4XZ4WIzJ6VsLgdf5NnboUh4NrSctGRG4x4gINIVZKcIvbOrguT/P9uMLTuB7E1alfncqBSCq7Mzc3l8GDB/vW5eTkUFBQwODBg6mvr+db3/oWa9as4W9/+xsNDQ2xOLMePXqQkZFBfn4+11xzDdOnT6egoIAePXpw8803M2TIkENKRFDagqYkAuhXjaK0G47xzG8040BgKyLShiBBZuuAMWa7/dFpM+azJC5t/RD3VMuBW1vtpts5G4DPzHwfRJQNQJIEjgXeRcRbNdJsfQ8SG1hJrJtDsD6axqMpB6NFOw5s27aN5557DoCTTjrJt+2VV15h9OjRANx3331EIhEmTZpEdXU1Y8aMYd68eaSlpZEUh2INCx5i9g/FSmh4ylpE/TuF0mwpDPcidl2jJwawJTQS3ZxjuwfItkBzAznc3qMT2ObZx71XqN+f5JtwELQEh6KkOF6RZvtzHo2464LJA5MTHB8CqiQu7TdT3NWvOlAbcrscdSq8rk77lWu/wHsjIu0riAjOQ0TaHveQ6iJ471j/KYNGTEUJ0myRtmzZsth8//79Y+LjQGRlZTFnzhzmzJnT3MsrrUFT3Jcq0hSl/dAT6IbERVmR5k0eON/Mr0NaRZnG3zG6A1/C6EBc2t6QlFUb1Qq33O7xijTr0rQ5bLaorRVttl7aHmKtodYPcevOgfwIH6rfm8pB0AbrSjwak9ZqvPrqq0ycOJHi4mJCoRDPPvusb/tVV11FKBTyTaeffrpvH22rphyUEG6roq2ICy5Rhud2JPvzSPwYS32vNDh5jX/T4pa+11SgHrcGSTekOG13JGkgBHxottnitrtwvxNNXNpbgfd4YAi6tsa9Kh2KzifSbDC/mZJOPIg6vmbqsTyEes8UqJfmq6/mOGJtjNVbkzpr0XrPZBIInLooTl2UqJkaat3Jl1RQ27LuzrZg1qxZnHrqqeTm5tKrVy8uuugiNm7c6NvHcRxmzJhBcXEx2dnZjB49mg0bNvj2STXBsnfvXk488UQeeuihRvc599xz2b59e2z6+9//7tuubdWUQ8K6PB3EBecVaTlIPBXAes82yy4z7oVxAVXWKUVaKW4XAVsX7SgzHgd8gpQ+2YPrC7Y5c0bwrvWHc/tyOxSlMTqfSFMOStCSc6hTMixfvpwpU6awatUqlixZQn19PePGjWPv3r2xfWbPns29997LQw89xOrVqykqKuKcc85hzx430CPVBMuECRO46667uOSSSxrdJzMzk6KiotjUo0eP2DbbVu2ee+5h7NixnHzyycyfP59169axdOnStngJSqowyDP/PmItM7FmfIa/84Dd1/tEiAA7YXzgz6rUgS9a4XbbNYni0awYKwmMtpKUDSaqlGHtSf5TBrpDKUpCVKQp8bSBu3PRokVcddVVnHDCCZx44ok89thjbN26ldJSqcTkOA73338/d9xxB5dccgmDBw/m8ccfZ9++fTz11FNAxxUsy5Yto1evXgwaNIhrr72WioqK2LamtFUDba3WKfGKtI1AJhJ/Bm6GJ4hIs5Y0b+NvU1F/xE7o4v52wglB6n66mohXpNmOAxWBfbqY0cadeUqBRnPhrYAqO6ml7k3p0KS2SGtpIZHEvvHuUo8P1baFOpBLNdZ6ykye9lSuCxSi9cTVVktUX61FaYZICwqBmppD6/5eWSk/N63VaPPmzZSXl/vESGZmJqNGjYqJkaYKlvbMhAkT+MMf/sDLL7/MPffcw+rVqzn77LNj72NT2qpB463VlA5MogzPxnp4Bt2dEPtMZ+bDWa/4N3Uql2cN8C8zX4xYxnJw+3Ta5AEryio8x6XL7OajocorgFGRphwaqS3SlFahOf3VS0pKfGLgUHq8Oo7DTTfdxMiRI2N1+KzgCHah8IqRpgqW9syll17Keeedx+DBg5k4cSIvvvgi77//Pi+88MIBjztQWzXQ1mqdEm8peyvSbPD6FlyRth43vspTMiLWzmhHfFzaSyRd/Sh1WY3bRaCPGa2VcgDStQHcpIF9uK7QbjKsDbQVOAKp2qEoB6NF66S1NaG0EKFIkn42E/Rv64z5aqDZn44HKNcWq7MW9ddS85reYvs0mGt5a6s5/p1i1/TKZXuPdtHsE07wtRiFlrekNYOysjJf267MzMyDHnPDDTfw9ttvs2LFirhtQeFxMDFyqPukCr1796Zfv35s2iTlzL1t1bzitKKi4oAdOzIzMw/p/0LpQOQgomIbbkFbG/T+MWI9S0di1BqQrgT7zfaQZ/5dGB/4Of8p8A5wQuvcefvC22bBhrrar7ijkY4DhUicXzHy5vQ0oynNsdZTEBgkHq1jfEMprY1a0pR4muHuDPZYPZgwmDp1Ks899xyvvPIKffr0ia0vKpKAmKBFzNvjtSl9YFONHTt2UFZWRu/e8ru7RduqKR0f6/L8EtiBX6SlI5mJINX0vdYe+7uvK1AHg+qg78f4eKkVbrdd4hVpm81ov3KyzGgzOa14c/z7BZMGAouK0igq0pQ42iK703EcbrjhBp555hlefvllBgwY4Ns+YMAAioqKfGKktraW5cuXx8RIKgqWqqqqWN9bkNi7tWvXsnXrVqqqqrj55pt57bXX2LJlC8uWLWPixIn07NmTiy++GMDXVu0f//gHb775Jt/97ne1rZqSmGCGpxVpW8yYKC7NGz3QTYZQLowPqLJ/ttQ9tmfqARveegQidrNxXZw2/sz2T7YJFt70164q0pSmk9ruzswQocwkjcb1/tHr7nQaGnFBJrpEUJSEGt/k260xV2oij2WsP5RZrHdPHPK0lbL33WI0pThtkvtPmTKFp556ir/+9a/k5ubGLGb5+flkZ2cTCoWYNm0aM2fOZODAgQwcOJCZM2fSpUsXLrvssti+qdYH9o033uCss86KLd90000AXHnllcydO5d169bxxBNPsGvXLnr37s1ZZ53F008/TW6uG3XcYm3VlI5PMMPT9unchrjuEom0fFxLkY3FqoOv/xMeuc493Urka6tDu+3ewo3TK0Hi9I5H6qb1QtpqgZvxaUs01hFzH+/oDdsCeTpafkM5VFJapCmtRBuItLlz5wLE+rlaHnvsMa666ioAbrnlFqqrq5k8eTI7d+7ktNNOY/HixSktWEaPHn3A1mkvvXRwJ5K2VVMOmWCG5xXIt349EjPlFWlWwHn9K9YiVA7Dd/lPXYF4/4LNCjoUryZYZy2NxwPLcJup27i07ojI7QaUx3cayHTgmA6tbJWWJKVFWqRLGpGs5B7G0dqoGY3VzFPz1AlY15waY63Kcr+1Ypaw4IfM+9w90AfQOfg+scSDkL0fe4jnImaj0+BAC1vS2qLB+qH0eA2FQsyYMYMZM2Y0uo8KFkU5AEFLWhpiEdqMWH+GeLb1N/PWZeft5/mJJID2/By+OMI95Wt0cJHm9elaa5m1rOWYsbdZV4yINGuJNO/d2uP9pxwcilXmUJSDojFpiqIoHZV+uIrgfc86ENHRBxEV9bg/HG3pDfsDtqcMoVwYESg/+FoL3267wsG1pOUjiReZwLtmnX2f6gPHWRfxlzJopwGlOahIU+JpRnanoijtiAhu1uYmpGaPV6SFcJutlyPWoSgiRqxIs+69HjA8oMo6tEh7FxFm4L5nxyM9PPOQeDWQBvbgxqN5E9Jz40XayS18m0rHJrXdnblhIlnJ6cyGGlEToRrxITqe5uSxemPW7Vln3Z5R9wSZcr2Qvawdvd67A7k0rSszHEhOOITjfR7CqLuT08JtKpuSrdlR6pIpSofjaERw1CBxaIkyPP+F22h9LdI+apPZ7vl+CYq0txzYG3I9fx0Kr6vThrnYNronIAq1B2IxOwKxrIURkVsA7ID93eGdgLvzpFa7YaUjopY0JR61pClKx6GfZ74MvyUNDl6Gw7r1dsEpb0Cax73XEJKC/B0Sb9LAJ2a0LW+7mtGWdrTWShuvZ+qlbegLDQFTiLo7lWRIaUtaWk4akezkEgfCmWKBihqLWkONxzy1z1rXzGgD9z0V/aP7ZVsYa1E7UAaAPchzjbSgecyM3tWxJgah+G3BSzgBC1tL0AbZnYqitBF9PfNbcRMErEizBW03AReZ+Sz3kFigfKVYzE58G9Z81d38GjC6pe61PWHj77KQVNZ0pOgvuC7NOjNmm9F+D+6TYa03cQPRcoEWnopyQNSSpsTRnN6diqK0M4IirZ9n3kH6T4K4P+2+1lpmkw6smw8Y8S98dMi4tO247mD7nhyLiK8euGLNdiCw8Wi2ZMlnMmgRW6W5qEhTFEXpyARFWgli8alGXJl9kJirWty2RtatZy1FVqTlJU4eaD/dg1sI72u0zdKtC/hYJO7sK0h/0+64mbP1nv3y4M1AloAmDSjJktLuzkiXMJEuyelMWwstmi3HpXncnfURiZBt2GdcodUmYSDs+QoKJBNEoyYRId3TDcC6NBNYl2IdDsxtJwq4b8wqFQrH79RqViy1jClKxyAo0jKQ2l6fIi7PXohw2+LZb5vZZ7tZtha17vEi7QvgA9xwtg6Bt9SIbf1UaUbbjrg3Eqs2EHgdKELcoH2AnRDNhLcCAWgntc7dKh0YtaQpcai7U1E6EEW4P8dtuYhghmd/M9ritbtwg+LBLXAbhv5boNBbZgJY0xL32Z7wCtEKxNJo66PZJAL7nlgBm+Vf/qgAqgIBaCe16E0qnQEVaUo8mt2pKB2HNFzBFRRpNnnAxqVtx3VtFnjOYWKsqJKP+slv4eNtOhA1wBtmvtCMAxEBW4jr2rQlSux7WuEf157gP+0RiPFNUZIhpd2d6dkh0rOTUwcNxt0ZMrEWfheiyRQNnNK2kgIJRQBw6uy2+PZS4S6uKzIOcwJb2yyUQCbH2kBZN2usP5TnVr3N31taILVFXyhFUdqOvojV7EugivgMT7u8BRFwXwJdzLo03Cr6JjB+yDpYNN49/boWv+HDyBpci2Iebj9OkPTMz5AeWR8icWllyJN0H5L+ug0IJY5H029JJVnUkqbEoe5ORelgeOPSEtVK82Z42m32J3xXz+jI+iEBS1qHEmleV+euwGixos2+byWB5QLN7FRahpS2pEUyIZKZnDpIM/ECtsBgvUemWgtWmu1iYC1XXilrrFvRkNnZZj95rFxRk3AQNvcWinju0c7aJu7WohaJfx2xRut2X29NNrMuFKy7piiKEqTEM+8twxG0pG0GJpp5W4bDlqIsQKxwfWBowL+5BbdbUsrjTRqwXQSsi/MjM5q+nDHXis0AjbjrVaQpLYFa0pR4NCZNUToWjdVKC4o0W6ID3MD4/Wa0AqQbHPuev/MASFeplMfBFWm2QO2RSGusPkjMXgauWLPiLdC/syINPv2K/9RafkNpCirSlDjU3akoHYzGRFolsBMoRrIS63Hdm7a5+L7ACGTWwjEb/ZfoEC7PrbhlR2ziRL4ZrXi1LaCOQWL0spCac93Mcjq8Ntx/2mw6WIkSpc1IbXdnBqRnHnw/L9aFGDZ1zbzuwlCabAyn+beFPJ2noumyT4NZZ12bjudXpa2FZpMKwh4FE7LvuLkPp8H6NN3jY/fk+IaY21Neh1uLzXHzGlqGpljGVKQpSvslKNJyEGH2KVJaYoTZ50Pcn+7bEOGxyyxb0WaWh2yAdzwZjB1CpHldndVm3GVGm0xgLWyFwEYkeeBDJJmgVJZfPtt/2uG4XmNFSQa1pClxqCVNUToYQZEGMNSMVl3ZoHebyWkLs4I8KaxIMS69oWv9l+gQZThWeOZ3ID8+PzTL1rVpW0DZuDT7vtjf0BF45Sz/aQOaTVEOmZS2pGVkyJQMUdtEIFbx390WNoH5NqkgtpOvTIexnNkPpLV21XuasNsPbazchrst1pDdnjNmUfNcwt5TcB/vbZglp95/7ZZAK3AoSgcjD3HbVSLZnSAibRGuuupvxi+Q8hv7kOJeAD2R+l9ZSIxafynD4WUd8h2V0l8FVqSFkBfTH0mm6I9kR9iSHBnAO2Zf+35+IMPn+2GdFcCGgGZTlENGLWmKoiidAWtNK0N+QFohERRpW3Bj1my6po1Ts8VdvxIv0nbhFuNPSXbhWhVtPJp9/fZ1W2vjIOQ9LDbLA5H01hxYdrr/tDkOnNryd6t0ElSkKfFodqeidDysSKtFrGJekeaQuFaabXkUrJmWA/0+hlzbiN2Q0nFpK3HdFdazYePwqgLrrQenmxmtWOsd7+r8esh9GxUlWVLa3ZmTCZlZybn66syHrLZeVEWaJ5qz3szX26QC45r0ufKs69EG8ZsG674aZiaS37o5vYH9UeOaDKcHVI03KcDWTrPKx0ppz3lieQNhx+N7bRnE3Zmc6lJ3p6K0c4JxaSchT4DdZrm/2bYZmGDm7VeLTYyy30V75HfZkPWwcoR72rc9h6Yc3ni0ncgLNN0DYvFoNj5tsxltJqiNT9sfnzSgrk6lOaglTYlHLWmK0vEIirQM4Diz/DauJW0bbsKAzXDcE1g2omVIIFsgpS1pKwLL9v06Eila3hN5/d0REdfVjF2ADbLrpw2w8Vj/aTRpQGkOKW1J65YNWdkH389LjflFWG0sWrWe0hm1pvRFurFN18ds1K6WtVauWD/PqGxz0rzWrHBgH3dLzLpmrWUJ8rLdpATTVcCazbyXcNxdvEkHLYEmDihKB6SxDM91ZjoPyESyO61bc6cZrdvvU7PPDqAocfJASlIDvG7m8xDron0PChALWhGSVNEHeV/6IxV8jwHelPWvnOk/bT5axFZpHmpJU+LQEhyK0gE5UBmOt5GngY1Fs08GW2E/atbtw+1v1Du+PdS7jusZTSnewC09Yl+7aSYfq5Nm49KsVdFm8dsf2vnx8WhnovXRlOahIk1RFKUzcDCRBq7L01sTzVbatxmOtuJ+GI63ZSgMdSE3XCul8Lo6d5nxM0RhbTLLWwJjoH6a8yn8Y4z/tOrqVJpLSou0XllQmBVKairIhoJs6GGm3Cx3ysl0yMl0yMqQKTMDmXLcKS07JFNWmLSsMOHMEOHMEKF0dwpn2SlMOCtMKBKKTeEMmUJpxtXpJJiiDkQdnAbjyrTrE8R/ReucWDJCi9EGMWmvvvoqEydOpLi4mFAoxLPPPuvbftVVVxEKhXzT6af7c9tramqYOnUqPXv2JCcnhwsuuIBt27ahKEoCinEDXExNL4aYcSNS/8yKtB1m33rEzQduWYqeZvwMCr6EIyr8l3m3RW+6jQjGo1mL4lHId699D6xgHYDbz3M3kA8bimHLAN9ZVKQpzSalRZrSOrSFu3Pv3r2ceOKJPPTQQ43uc+6557J9+/bY9Pe//923fdq0aSxcuJAFCxawYsUKqqqqOP/882loaOEgPUXpCERwrWDvIyKjGOiBuDPfwW0w+SGu5c3WCutiRm/bKKTZupfAYvsnCvzLzNs2g7lmtK89P7Dejta6eCQ8d4H/tH1xNbCiNJWUThwo6ZJJTk5yzTu/NJkCe+slmn9fxLVCVZr5ahNUsb8u1jUztk9DnsxHa03CgEkKCIXd8zSYTIFwQgOXKdlRbxMIbCmPxu/ZsQkEvjIf9roytSRNOWey+0+YMIEJEw6crJ+ZmUlRUVHCbZWVlTz66KM8+eSTjB07FoD58+dTUlLC0qVLGT9+fHI3pCidgeMQFVWDuO2OQlyey5CofyvSNiGB8R/hChevOBuMBM33FZH2T0/AfMqJtDdxEyTsV+xnZrQJE9ZauD0w2vU18PxE/2knkrSDQVHiaNbjfdasWYRCIaZNmxZb5zgOM2bMoLi4mOzsbEaPHs2GDRt8x6mbKgVooqtz9+7dvqmmpoamsmzZMnr16sWgQYO49tprqahw/SqlpaXU1dUxbty42Lri4mIGDx7MypUrE51OUZTjPPPWL+mNSwuKNHCzyu1H+QPgDDOfB8cF/Jsp5+58yTO/H0mU+BypQGsD7HYiYnUn0mD9c7NcBqTBZzvh36f5TxvQbIrSJJos0lavXs3DDz/M0KH+JmWzZ8/m3nvv5aGHHmL16tUUFRVxzjnnsGfPntg+6qZq3zTH3VlSUkJ+fn5smjVrVpPuYcKECfzhD3/g5Zdf5p577mH16tWcffbZMdFXXl5ORkYG3bt39x1XWFhIeXl5s16/onRYDiTS3kJqgoWBvbixZ7Y22i4zbgJsAdu9id2dLRwl27q8FFg+yoxHmrG3GfsFRrv9GHjhXHA8T9OuDoxu2btUOilNcndWVVVx+eWX88gjj3DXXXfF1juOw/33388dd9zBJZdcAsDjjz9OYWEhTz31FNdff32Luqn6ZOfQtUuXg+/ooUuaPOQr6+oA2FPvCsOMNJnfa1yRVSZ3Os3jt3SM2ai+xtRCMy5Rr7wMmy4E1oOZluaamqx7M9ZgINY8PcHXmi2YFg10HoCY9SoUDiXdHaA1KSsrIy8vL7acmZmcO9py6aWXxuYHDx7MKaecQr9+/XjhhRdif1uJcBynXb0fitKuOJhIS8d1c9rWR9YVaH/7VAG2YGsZHBv46tqFeAELSQF2I+2gAHIQcWpfd5YZ7bJ9ncHQlC7xrs7xIddLrCjNoUmWtClTpnDeeefFRJZl8+bNlJeX+1xQmZmZjBo1KuaCUjdVCtAUK5rRRXl5eb6pqSItSO/evenXrx+bNkk+fFFREbW1tezcudO3X0VFBYWFKfF4UJS25xjPvBVpg5FSE18gxWqty9MWPCtHPt/VuJ0IahELUz30K4csa20LnLrd8wru6/SWHQFxZYK8J+CW3rAuUFOCY/+nsNh9nAEQyCFQlCaTtEhbsGABa9asSejGsm6m4EPS64JqipuqpqYmLtZJaT3aYzHbHTt2UFZWRu/e4nsYNmwY6enpLFmyJLbP9u3bWb9+PSNGjGjsNIrSuemKW0biXcQ6lI1rGXsTGGTm7dfsJ7glKKzr70PgFJkNfwWO2ei/TMokD3hdnXVIw/QdiBXtS8QcVoeUH6kDjjBjESLqiuDlE2FfjnuasAPfaINbVzoHSbk7y8rKuPHGG1m8eDFZWVmN7hd0Nx2KC+pA+8yaNYs777wzbn1hVlfysnISHNE42WnyknNqxe25s9YNbM802ZN708SenRORMcOXpmnaSXU1Ls160bm1u10beChN1oVNWylvHbOGarOfdWUamex77Y5/l9jqBndFyLpQm1Cj7GC0RVuoqqoqPvjgg9jy5s2bWbt2LT169KBHjx7MmDGDb37zm/Tu3ZstW7Zw++2307NnTy6++GIA8vPzueaaa5g+fToFBQX06NGDm2++mSFDhsRZeBVF8XAcYiWqRKxkvZHeRRuAtbiWtE8RsbIfESXbEREDUlftROB5IFvi0t46yb1Eyom0MOLG7Iv4a/sjL6IYsZwVIuKtAEkaOAJ570riXZ0jQm44n6I0l6QsaaWlpVRUVDBs2DAikQiRSITly5fz4IMPEolEYha0oEXM64Jqipvqtttuo7KyMjaVlZUl3E9pGdrCkvbGG29w8sknc/LJJwNw0003cfLJJ/PTn/6UtLQ01q1bx4UXXsigQYO48sorGTRoEK+99hq5ubmxc9x3331cdNFFTJo0iTPOOIMuXbrw/PPPk5amjVgUpVG8cWlWTZ1kRq8lzZvhmR8Y/+U5pjpFMzw/QGLvwO3TaX+z2yDj/Wb80oyfm9GU6HB2w9/O9582sKgozSIpS9qYMWNYt87fQvfqq6/m2GOP5dZbb+XII4+kqKiIJUuWxB6+tbW1LF++nLvvvhvwu6kmTZoEuG6q2bNnJ7xuZmZmwtimAT861w3qPET2/uY1ALLC8tIjHnWREZZkguw0M5paamFPN7paE/G/zxgS67oYi1qDq3fr98pxTgIJHDX6IWTfeZsU4LGaOVHbWB3/tkT7hFvYjEbbWNJGjx4dq/+WiJdeCqZcxZOVlcWcOXOYM2dOchdXlM5MMHngLNwu4GtxLWkfmG3v4UbB2zyt1wD7sStL0YK23q8YW3zAtnqycWfbEU9FOfK03IG8FxVABrydCdtK8KGlN5SWJCmRlpuby+DBg33rcnJyKCgoiK2fNm0aM2fOZODAgQwcOJCZM2fSpUsXLrvsMkDdVIqiKIeVRBmeJ5rxI8Ralo5YlY4w6+3vqUrEJbgViVXrClTFi7StSKJkcsEobcxiz7xt/VTuGY9ALGclyAvqh4i4AYgKHRRvRRuA/+1VlObS4h0HbrnlFqqrq5k8eTI7d+7ktNNOY/HixXFuqkgkwqRJk6iurmbMmDHMmzdP3VTthLawpCmKcphIJNIKEDFShsSmHYUIERt6bN1+HwNjgMeQLgVDgZUw6BMIRf3eg43AV1vlBbQAdUhmJ0jiRDXSHqscCSgrRxTm57hPyWAJjhC8cJ7/tOehXQaUlqXZDYWWLVvG/fffH1sOhULMmDGD7du3s3//fpYvXx5nfbNuqh07drBv3z6ef/55SkoCNuNWImfycHImD6eoSx5FXfIozMqJTd0zMgJThO4ZEXpmulPv7BC9s0P07ebQt5tDfh7k50GXbqHYlJEXJiMvTFpmiLRM/0c2HAnJlBEmnOFpvm4arssUksQAmxQQNpO3wr9puu5EnQO6DZtCe8zu7CjMmjWLU089ldzcXHr16sVFF13Exo3+1Djt2qG0KkfgNkv3Bo8lcnnar5ZdZvwYt2v4P4hZ4LLD0H+L/zLt2uX5Oq6L0yR4xeLNvjCjLb2x1YxbzGji2D7fCatO959W49GUlkYbrCtxqEhrPZYvX86UKVNYtWoVS5Ysob6+nnHjxrF3797YPtq1Q2l1bMmNTxEXJviTB6xI22dG26tyJ/A1M78Gn5hLqbi0pZ753cgPX9sKysaf1SJWtXokuzMKfMUs94EXz/JbDnMcGNUW9650KlK6wXpzSLtOivzU/Pb12LqwURqZtWLbj4Rqzeh+EjPCMt8jQ2ze3TMkqeC9nZ5G7emmlEeljI6nQnVDLHHABP7XmkbrnjId3pIdssKM3iod1npmLGotibo7W49Fixb5lh977DF69epFaWkpZ555Zpt37VA6KcchGZogfsmv4bek/cDMW6vS50j5jV2IeDkOscLZArB7JcPzRU+BsJQRaeDGnfVHsloLkZi7I5D3oDuS0WmzQHvEx6OdE3K9w4rSUqglTYlDLWltR2WlmDF69OgBaNcOpY3wxqW9Y8aTzLgBt/TGFsB2ebMVkmxcGkgWZBiohqPdsoexQ9sle4BVZt6+tli2vWcfiJXa4BMzmupPddvhpcBvIXV1Kq2BijRFOUw4jsNNN93EyJEjY3Gb2rVDaROGeOZLzdgPsZbV4VrnP8IVbN3M6I1LW07M5RmMSdtMO2U5bisoOwbjznYj5Ua+RMxjexBBtw/oDv8cDLttzTiDdhlQWoNO6+60RMKuTs1LF2O1dXtmhMU3GQntj+1jt0UdsfP3yJC3sHfXutg+oViBM9sVwL1GTWyV2ScUX1MtbJINosYVGq0x+3jCjWyHAifqtHzHAZI/pRrSkueGG27g7bffZsWKFXHb2qprh9JJOdUzb61KIcSatgyxHNmsx15mu/XlfQz8B/IT/z2kMNhGGBBQZV8gvdi70s5Y4pnfh9TarEUshZ8hWZ5fIuL0HaTrwEdm3A30gWcv8p9yGG7HLEVpSdSSpsSh7s7WZ+rUqTz33HO88sor9OnTJ7a+qEiaJGrXDqVV6QYcb+bXImIM3Hpp7+B2HggWO/sYidE6wSwbg26/j+Mvs6W599ka2Hg0+51lezjZjFdbCcomTdjEChOf53wJf73Qf8qLWvYOFSVGpxdpadedEpsi4TQi4TS6pGXQJS2Druky5XqmnEiEnEiE7LQ0stPSiIRDRMIhstPcqWsGdM2A/ByH/ByHnDxiU2ZemMy8MGnZIZmywqRlhYl0TYtNdl0400xZZsoIxSZbliMUDh3UwpIs4VDTJuXgOI7DDTfcwDPPPMPLL7/MgAEDfNsHDBgQ69phsV07bOP4pjSXz8zMJC8vzzcpnRxbPqIe1+VphdcG3AxQixVy1jV4pBmNiMveD0Xb/Ye0O5fnJ7gxeLZ0pxVhtuTG58j36xazbBuufyHj2iNgaz//aQOaTVFajE4v0pR41JLWekyZMoX58+fz1FNPkZubS3l5OeXl5VRXyxMwFArFunYsXLiQ9evXc9VVVzXateMf//gHb775Jt/97ne1a4eSHN4aX9blaa1r7+CKNGtR2mVGazGzQsWTvR6MSwssHn5e9szb5IC9iE92F65L1wrQYjP2N+OAeCvakYC/EqiitBydPiZNiUdEV3J1PVSkHRpz584FpHepl8cee4yrrroK0K4dShtxIJFWhrR/ArcMh81w3I7EcPU3yzvc0wzYDKuGu8vtzpLmDf90EFfnF8hrWY8kB+zHLXBrBagVqtXx8WgXojG5SuuhIs2DTQqImISBLPNJ7eZp4m5rpu1vkLSgqEmD6hJxP6bdMh1zPrvGFTyOYwL+G2SM5RR4NFGDqT0USxSwx3i/Ccy8U+8Q0udyynAo3SFs144ZM2Y0uo82l1eazfGIy28P0jDdQeLLeiNCzH7vbUW+b/Yilqb9iIizlrQyJJ5rR3zywJZWvP0m8ZoZQ/hrTNpkZys4TVcByhF/01YZNwNvneQ/5UWtcqOKIqi7U4lDY9IUpROQhts94FPAdhWz1rQqRMzsAGxui224/jGuSPuYWGpjuy7DsRuxloH75NuBvA9GhNGAdBWowS05YsNGj4TnLvCfsieQOApUUVoGFWlKPE2JR1ORpiipx4Fcnh/iCjGbNGzzTbwirZxYmY52bUl7Hddy1oDUQQP3ddhSIzbLM9OM9rvNiXd1no+6o5TWRf++EuDWTpO3x9sWKitNXKB76sUnWW16JeZE3H3SzIc63cR1RT0urroGma+vl53Cxk3aUOdxg3m+FABCaXJuWzdNVppzEyUUaVmFFCZ5y5iqfUVJQYIi7dvEZ3huwS12Zp8YWxAxk4O4QY14C1rSdpmpW4vdcDN4LbCcj8Sa2dZW1uVpY+9st4EPZfh8N/zz6/5TXNSyd6goceizVYlDszsVpZPgFWlWxCTK8LTYQPq3kR+T1gplrE59t8bqc8doNy7PoEj73IzbkNeyDxFutuQGwFHIj+W+8NcLoMFj1ujiwDmteb+KglrSDohrUXO1bMRYxbpnyKd4Z638DMsONxAkHLOtu99aDVFjATOrbBZ4WrqrcuqC0jkUGH23FCYcbVmt3ZQYM41JU5QUpCdwNPABUiutBlekfYwbj1VlRpvluAoRL/0QMWc+/xl18JVPYFuJe4ktuL3bDxtRXHcuyP3W4zaNL0YsaEVI3bR8JEHCirVM+Ms3/af8Rsj1mCpKa6GWNEVRlM6MjXyvBf6JuDFtDJqNy7Kuv+1IoH05ktXZ33OsIRiX1i4sae8D3gYdNgHCvj5bqNcWtK0wo2kav/NLWBooQfitFr5FRUmEijQlDs3uVJROxHme+WfNaK1pVnxtQ54W+zzbVuG6O62ljXaaPBB0ddaY0YrPL5GSI3uQsiQOUqW2BugJz38D6tPdwzMdbaiutA3q7kwSW0vNNmPvniHN1/eZumngdW7KXK7HT1ltaqjVG7epbem0z+3hTsgoHrvNNmNv8BaYdTxN19NaViE1JcZMY9IUJUU5F7fJ+LPAg4gQewWxlnVHrFB9zPKRwDpEpNkSHh4rVbsswxEUaZWIRbABeV3bkOzObYgLdA+uLzMH/hwwm50bcrtKKUpropY0JQ61pClKJyIPsK68T5DYNJvh6U0esKUpephxFa6709OzMyUsaeA2VrfWQptIYF2eG2XYvRMWj/MfGghPU5RWQy1pSWLLaViLmk0gqI+69rPPavYHjnHn89NlodasdCvQuyqnxnQQiFmnEpipnKjpQhCFcH0rlOBowjGKoqQoFwF/N/MLgfFm/h1gNCJybPyW/bCvIVbElk8Rsbc7sSXN4TCWUtyNlBOxZCMxaDYOrQJ5TTWIAP0SaYm1FegNL4yCmiz38HQHJuqPUqWN0GerEoda0hSlk3EBrop6FjfubAtShgIkGxKk12UBImrKEVdplJhlKmhJ24uvvWfb8y98bfdi8Wi7cZ+A1kpoXZyZ7rjgO/7TjQ21k7pvSqdARZqiKEpnpxA3y/NdxJrUCxE3NmB+lxk3AaeZ+ddxG7Hny/CVTyDNDdEFDnNc2vLAcpTYvZJjxl1mtDXTTFbnZ/vgBW9iBVLvV1HaChVpHtKuO+WgUzgUIhwKkZWWTlZaOl3SMuiSlkH3jKzYVJgpU356hPz0CNlp4diUm55Gbnoa+ekh8tNDdEmHLumQme7EpowIMmXIlJ4lUyQzFJvSsmQKp8vUkrRFMdtXX32ViRMnUlxcTCgU4tlnn/VtdxyHGTNmUFxcTHZ2NqNHj2bDhg2+fWpqapg6dSo9e/YkJyeHCy64gG3btqEoShO42DP/LDDSzNsMSBur9SFuwoA3Ls24BCMNUtTWy2EVacsSrOtuRluosg7XPHYksRpwf7g8voCtlt5Q2hIVaUocbeHu3Lt3LyeeeCIPPfRQwu2zZ8/m3nvv5aGHHmL16tUUFRVxzjnnsGfPntg+06ZNY+HChSxYsIAVK1ZQVVXF+eefT0NDfGFhRVEOwkWe+WeBUWZ+HZIJWY1Y1WpwXaDeMhye74B2k+FZBbzhWU7zrLfYBAIrxowV0NkHj13tP903NatTaWM0cSBJ0q47xbdcPVfKWEc9hTdsUoEdM8OuFq6okVSiLhHZf2+9BEvUef4nbDJBvUkOyMhIdCdyTicaJRpteUtasqIrWUvahAkTmDBhQsJtjuNw//33c8cdd3DJJZcA8Pjjj1NYWMhTTz3F9ddfT2VlJY8++ihPPvkkY8dKatr8+fMpKSlh6dKljB8/PuG5FUVphKOQWLR3EDfm/2fWr0SsZR8iFfnLkF6eIeAjXP9fnXuqAVukgoflsIm0lUiZDYv9nvrCs26vZ10E6bSQBqV9Yf0Q/+kCmk1RWh21pClxHO7Egc2bN1NeXs64cW7ee2ZmJqNGjWLlypUAlJaWUldX59unuLiYwYMHx/ZRFCVJbDPKKOLm7IGImF5mvXUTfgoc49kX3JZRwICP/Kc9bCItGI9Wj5sUYK1q1bjtn6xVsBjmXeU/tD+ucVFR2goVaUoc4SZOALt37/ZNNTU1wdMflPLycgAKCwt96wsLC2PbysvLycjIoHv37o3uoyhKkng7hv8DV5XYD7hNIngfV6RZC9pOd9920xoqKNLAbQnVgGSmgutTMrXS9u+Cpy7zH3Yl+sBU2h51dzaTjDR5C7seYJ/McFpsvi5qXZlmzPB3IAD3h6mtyVZjfImeXWzDAamX5rSf+hclJSW+5Z/97GfMmDGjSecKBXyojuPErQtyKPsoitIIoxAhVgcsAaYiddOsALOCbCNuwdvdZrTFYIkXaR8j32ttKnL2IW5bS9jchMctSwQpZluFWNh2A3nw54mwswc+rmzNe1WURlCRpsTRFPel3b+srIy8vLzY+szMzEaOaJyioiJArGW9e/eOra+oqIhZ14qKiqitrWXnzp0+a1pFRQUjRoxAUZQm0BUYDryKlKEYaNZb9+UuM76Lm2hQjgggK36icGTA3VmLeEj7tPwdN85r+AVZBrAfN1sVRMjZ9lA9gU/AyYb7fug/1WhgQCveqqI0hlpvlTiaE5OWl5fnm5oi0gYMGEBRURFLliyJrautrWX58uUxATZs2DDS09N9+2zfvp3169erSFOU5jDWM1+GxKXZJiq2/dPHuIrrQ6DYzJvYrsLPINsTowaHweUZdHXux00c8P4ItY4O89r+OQjWDPMfOrXFb05RDg21pDWTYLYnwN7fSKO4sNHAYY/77QisezPqO6Y26mnQbvyatp1Ug5mJeuqh2S5U0foQ0XRalOZY0g6VqqoqPvjgg9jy5s2bWbt2LT169KBv375MmzaNmTNnMnDgQAYOHMjMmTPp0qULl10mgSL5+flcc801TJ8+nYKCAnr06MHNN9/MkCFDYtmeiqI0gXOAn5r5fwBnIiU5Irj1xHbhCp2PgFNwm5OXy6b+W+Bd27kAEWlfb9UbD/BKgnX5yL07yOupR8x8XRCrWk+49yb/IQOAC1vxNhXlQKhIU+JoC5H2xhtvcNZZZ8WWb7pJvhmvvPJK5s2bxy233EJ1dTWTJ09m586dnHbaaSxevJjcXLdK0X333UckEmHSpElUV1czZswY5s2bR1paWtz1FEU5RE5BxEwlItLuQERaFhK7VYwInZ1IHFcN8W2VkLi0oEhrMyqQ8huWDESM7fGsq8d1dZqvjA+6w3MX+E81zd2sKG2OirRWwCYTWAuat4ZabVSK9uREZJ+99bKcn+56nqPGymYtag02ScCTOGCrYDdkQNQbd5EijB492tNcPp5QKMSMGTMOmHSQlZXFnDlzmDNnTivcoaJ0UiLA2UjCwA7cYq/2e8aGnL6PVOd/F2laDj41M2CL/7RtKtL+CnidFZmISGvATYwA1xq4B8iGB6aC4wkCynPgas1DUg4jGpOmxJEGpBFKclIUpcPgLcVhkwBsNR371HgPONrMWyHjEUaHtVbaM4HlPbj36P1RW0+sDEfFEfC/3/cfdp12GFAOMyrSlDhCjSQGHGjSqheK0oEY7Zlfi1vMFqT4K4gFzWZ/1gRGDmOttF2ImzZI8JekffrVyrbZU2Ffjmd3RxMGlMOPujtbAevmjJj6aBlh923uGhEX396I/JzbkyYJA/40AqHOEVdonWlr0hBx3YOO46md1sLuzraISVMUpR1zDG5c2r+RllEVZpsd3weuN/O2jpqN+cqIF2nbHKgNufVjW43n8X8n2ri5etxaaeAWbovC9v7w6yn+03wvBH1b+14V5SCoJU2J43C3hVIU5TATBk4189uBr3i2fYoorRpcX6Bt8lFpRidepDkh2Noa9xok6Or0CrYo/vIb5nfv3TfA/mx3dcSB/2mdu1OUpFBLWitiLWpZafE1MnIj8ntyX3p93DabMNDdjLUmc6Deid8n6oTcVi0thLfNUzLHKIrSgTgNWGrmravQBt33Ryxp9utrC5I8YF2hddCtErrthF2ezm2bccPYWoUqYJHnnhsQYWbLbUBMmNn5T/vAb3/gP81VIcmJUJTDjT5bFUVRlHhO88zvNaOtTW0zPncgwq0Wt6CtxyLV5nFpi3AL73pKaxD/WxhCotdu+v+gJstdHXGk6oiitAdUpClxhAkRDiU5of5ORelQeEXaJ2a0YseKGluGA6SQLbg10zgMIu3pwPKB0s4deOBGePo7/tXXhMRQqCjtAXV3tgK2C0HDw28AEAm7WjgSlfkuEfFRds+Qn6beDgRR/B0H6jNlZn+DN3HAjk6L/y9q4oCiKPRC1MoWpKE6uFYqG+dlMzw34gq3ru4pBnzsP2WrirTdSNIAuK7OWiQGLUFJxuVnws2/8q/Li8L/qOlCaUck9ec4d+5chg4dGuvLOHz4cF588cXY9qqqKm644Qb69OlDdnY2xx13HHPnzvWdo6amhqlTp9KzZ09ycnK44IIL2LZtW8u8GqVFSAs1bVIUpYNhrWn7cC1l4CYKeGulWSHk+dHYpgVtn8UtAdKA+3RLINA+KYZJ/+cWBbfMD7dxE3hFOQhJ2WD69OnDL3/5S44+Wj6Vjz/+OBdeeCFvvvkmJ5xwAj/84Q955ZVXmD9/Pv3792fx4sVMnjyZ4uJiLrxQup9NmzaN559/ngULFlBQUMD06dM5//zzKS0t7XDtfBL19az73WoAMkznAWtRyzPLXmIdB4zNfn+Du88O880TCkG4tgVvGuPuTNJ9qe5ORemAnIbrQuyB1CADV23tAIrMvCdpwDLAbc/rO6xV+GNgOYJY0gLUp8F3FkBFoX/9T4GJrXRritJUkrKkTZw4kW984xsMGjSIQYMG8Ytf/IKuXbuyatUqAF577TWuvPJKRo8eTf/+/bnuuus48cQTeeMNcftVVlby6KOPcs899zB27FhOPvlk5s+fz7p161i6dOmBLq20IVqCQ1EUwB+XZj/j2UhsWm+zbH/q21ppVe7+wZi0zz2bW5TPgSVm3hZis67OAP9zF6wIdHr/BvCz1rgvRWkmTfa+NzQ0sGDBAvbu3cvw4cMBGDlyJM899xyffPIJjuPwyiuv8P777zN+/HgASktLqaurY9y4cbHzFBcXM3jwYFauXJnwOiAu0t27d/smRVEUpZU5GVeE2UK13cxouxBY1fWpGb80oxFpoUCl7oBxrWX4E+LiBL/1LODq/Nt5cPeP/ev6OfAkmkWntE+SDjlft24dw4cPZ//+/XTt2pWFCxdy/PHHA/Dggw9y7bXX0qdPHyKRCOFwmN///veMHDkSgPLycjIyMujevbvvnIWFhZSXl8ddyzJr1izuvPPOZG+1XWJrp2XEuhHIaOumAdRH5VutzmQO2HyB/Az3264m6vn2aWEvcchkbCZ7jKIoHYxsYCiwBrFWgatmbH3GT5CkAZtUYN2eUciqgb5b4eP+7infB05q6fsMujoTJAtU5sHVj/nXpUfhT2Hx5CpKeyTpHw/HHHMMa9euZdWqVfzXf/0XV155Je+88w4gIm3VqlU899xzlJaWcs899zB58uSDujIdxzngQ/62226jsrIyNpWVlSV720oSqLtTUZQY1uVpRY+tmWYtaOuRNlIgraQAPL/DB27yny6w2Hw2AyvMvBWOCZIF/r8fwRdH+NfdG3YbKyhKeyRpS1pGRkYsceCUU05h9erVPPDAA9x///3cfvvtLFy4kPPOOw+AoUOHsnbtWn71q18xduxYioqKqK2tZefOnT5rWkVFBSNGjGj0mpmZmWRmZja6XWlZ0giRlmQiQLL7K4qSIgwOLO8yo62dtg44D3gLKb9RiRS7NTFqAz+Epee4h7e4SHvIM1+Hvz+nYXsR3HuTf935QKBdp6K0O5rthncch5qaGurq6qirqyMc9p8yLS2NqHHfDRs2jPT0dJYsWRLbvn37dtavX39AkdaRSLvuFNKuO4VIOI1IOI2McISMcIRIOBybciLpZoqQE4mQGQ6TGQ6Tk5YWm3LTQ+Smh+gSgexWqpOmljRFUTjOM29/K0eQGLV0xKJmkwhs6EWue8igD/2ne78l720P8PvAtaPxu935M6ju4i6nOfArEuYVKEq7IqnH++23386ECRMoKSlhz549LFiwgGXLlrFo0SLy8vIYNWoUP/rRj8jOzqZfv34sX76cJ554gnvvvReA/Px8rrnmGqZPn05BQQE9evTg5ptvZsiQIYwdO7ZVXqCSPOEmxKQlu7+iKCnCsZ75LKQWWQniZuxjRutmtEH7nn7CA9/zn65FLWmPIUVsQUwO8ZWM2DgIfv+f/nXfD7keWkVpzyRlSfvss8+44oorOOaYYxgzZgz//ve/WbRoEeecI7bsBQsWcOqpp3L55Zdz/PHH88tf/pJf/OIX/OAHbvfa++67j4suuohJkyZxxhln0KVLF55//vkOVyPtYFirWUY4LW7KSouQlRahS0SmrLQ0stLSyImEY1OumbLTQmR3rrcupZk1axannnoqubm59OrVi4suuoiNGzf69rnqqqsIhUK+6fTTT/fto0WhlTajCDfWzNZAs5H2eWbcZ0ZbhsMmEYRgoP/Pmy88uzWLBuBBz3Jd4t1+/lN/0dpsR8ttKKlDUpa0Rx999IDbi4qKeOyxxw64T1ZWFnPmzGHOnDnJXFppQ8Ik7wfX9PVDY/ny5UyZMoVTTz2V+vp67rjjDsaNG8c777xDTk5ObL9zzz3X91nKyMjwnaczFYVWDjMhxOW5CleM2Q+87eX5KeJutBX/PzNjupThSKv3C6VNwNeae19/A6wrtRturJyHnd3gL9/0r5sWgq8099qK0kZo704lDnV3th6LFi3yLT/22GP06tWL0tJSzjzzzNj6zMxMioqKgocDblHoJ598MhYmMH/+fEpKSli6dGmsLqGitBhWpFlsLbQvzLgBOAo34MxWVKqXMhcDNsMHA93Dmy3SosDdnuVdiXf707ehJstdTndgun5VKSmEGkAOEzaBICuSLlOaO1m3Z3ZaxExpZBuXp+v6lKlreoicSMt+62jvzrajsrISgB49/JWali1bRq9evRg0aBDXXnstFRUVsW1NKQqtBaGVZnFcYHmrGa3FbBMwyMzbxP0QsSD+YBmOZicPzAVeM/NdGt/tie/5lyeGoKC511aUNkRFmhKHLWabzKTFbJPHcRxuuukmRo4cyeDBbp2DCRMm8Ic//IGXX36Ze+65h9WrV3P22WdTUyO+pKYUhZ41axb5+fmxqaSkpPVemNLx8CYPZCDxX8VmuRtSl8yqn3zPesOgQJuBAyYPRIG3gQeAG5ASG6W4MWcfAbd69t9HQj48Ev410r/ue4l3VZR2i7o72wlZaW46lO04YBusZ5kYo2pPg/XstHBsdNJaVmtrg/W24YYbbuDtt99mxYoVvvWXXnppbH7w4MGccsop9OvXjxdeeIFLLrmk0fMdqCj0bbfdxk03uYWidu/erUJNOXS8lrRcpLF6CRKLVoC4G+3TJEEh2UMqaPsO8AjwB9zuBl66AuOAMtyCur2B7Ylvef53/csFDkzQryklxVCRpiiHgalTp/Lcc8/x6quv0qdPnwPu27t3b/r168emTfJoa0pRaC0IrTSLAUiNtBrcOmTWzWiXbQeCXWb0pHAOCpTheB/RciEQl+l3gQM3ppHzP+NZPoBAc4Anr/Cv+07I7b2uKKmCujuVOLSYbevhOA433HADzzzzDC+//DIDBgw46DE7duygrKyM3r2lYqgWhVbanDTcmLNKM1prlg2X/DSw3UPQkrYbYyzbBpyJX6BlAiM5uKL6rPFNrw2HD4/2r1NXp5KKqCXtMJN23SkA1P1udWxdhnFv1jvi3sw0TdjTPUooEg2ZbSEaWlghaXZn6zFlyhSeeuop/vrXv5KbmxuLIcvPzyc7O5uqqipmzJjBN7/5TXr37s2WLVu4/fbb6dmzJxdffHFsXy0KrbQ5xyEtoKzlbDPSgN2KtfWIC7QMf2umEJSUQUYN1HqMue//H/T6sTkPSF2MW4BhwESkMO5o4EJEzP0O11oHCTsLWJ66zL98DNqjU0lN1JKmxGFj0pKdkmHGjBlxBVu9JSccx2HGjBkUFxeTnZ3N6NGj2bBhQ0u/1DZn7ty5VFZWMnr0aHr37h2bnn76aUDaqK1bt44LL7yQQYMGceWVVzJo0CBee+01cnPdXjtaFFppc7zJAyHEFHaSWc5A3Js2zNEroBxIi8LRweSBF3EF2tHAb805LzHnGg48D/RFOgtUEU+Cr52GMPz5W/513028q6K0e9SS1k5Iv979nWetajaBICtN/psywu4DuCYUNevC1IdbOHGgjSxpJ5xwAkuXun4Or8CYPXs29957L/PmzWPQoEHcddddnHPOOWzcuNEnVlINx0kQVe0hOzubl1566aDn0aLQSpvjTR4oQGqk9UVKYRyBNFxPDxzThVj25cBN8M4J7qZNtm5af8RcMNFz3FDgj8CNwP+adYOAbyBxcb9DhGCCVlCvngmfBUoMTjr4q1OUdomKNCWOptQ9a0qdtEgkkrBgq+M43H///dxxxx2xbMbHH3+cwsJCnnrqKa6//vrkL6YoSvPwirQcRKRlm2Xbs3NP4JhsfCLt/2/v/uOqqu8Hjr/uvdwLikBiKgJGTEvzB7bUBOdkasp81NC1LbSttLnMytSttHI1/bYt6dtaq75Tl/Zwq8cabVOb5TJtA8qHmSYxpUwtKVEhp4lIwoW47+8fh3u5515ILyLcg+/n43Ee93LOueeeNz8+983np799GRhtkN6eHtHAt4HrG69zLUZ/NxvGlBv/03juzRgJWgrwacD72eClHPOuq2nqTqeU1Whzp2pTgROmeuf2as6BAwdITEwkNTWVadOmcfDgQQBKS0upqKgwTdYaGRlJZmZmi5O1KqUusCtpajP0LgflnRPZO2VG4NwafknbwIBjRZfTlKDdCKzGqFXLxahBOwZcAeQDMzGqw8ZgTKTbh+AEDfjSHrwMVE7waUpZhiZpYch5x0icd4z0W2jdSdcIJzF+m9Nuw2m3XZDZ/kOdyNa/ebRv376mSVOXLVvW7HuMGjWK559/ntdff51Vq1ZRUVHB6NGjOXHihK8zfe/evU2v+arJWpVSF1gXjKWfoGlE54c09VWLwlyTZqOphg0Y6b+sFPBJKnzWq/GLdcB04AmM+TniMSazLcFo7xkJ/APjE2uG30X8P8GiIX8cHO9pfh9t6lRWps2dKsj5TGZbVlZGbGysb39Lc3NNnjzZ93zo0KFkZGTQr18//vSnP5Geng4QNDHrV03WqpRqB6OBj2ia/X8fRq/8DzFWIDjod240ps7+g9+H6Gr4olvTvnd+DNmvYkyOG4sxHUcmRpPnJUABcAPGCNJvAM8AyzHmR4umaWSp3Xj+14CMbATwtVYHq1TH05q0MOZyROByRPjW9OwW4fJt3lq2C+F8loWKjY01bec6gWp0dDRDhw7lwIEDvn5qgbVmx44dC6pdU0q1o2/6Pe+C0WnfOxdz4JQYtY2PjfOdOTxw7Q7zKe88CryLkez9B3gW+CHGAu6PApMxErGrMJpUR2A0i9K43/s/WxLUOWFdwIIcWoumrE6TNBXkfJo7W8vtdrN371769OlDamoqCQkJpsla6+rqKCws1MlalepIY/2eewdZeyevPRJwrrffmt+ktKPeNZ+y/d8YzaSxjY/xGKsb9AN+jpHojQH2YjSDejAWcPcOWBCM9qAyYzH1zwNWT9ckTVmdJmkqiL2VWyjuu+8+CgsLKS0t5Z133uH73/8+VVVVzJgxA5vNxoIFC3j00UdZv349JSUlzJw5k65du3LzzTef/eJKqQvjCsDbj8zb/2wrRkf+er/zuvs992vyTH/bfLkd1xrzmvmcBD7BKFCuw6g18153CvB34OtADU3LUiUbtWi//rn52mMxBoAqZWXaJ80CvIuvfxnR1J4Q5zRKrv+6ay3ZT+vw4cNMnz6d48eP07NnT9LT09m+fTspKUaxumjRImpqarjrrrs4efIko0aNYvPmzZaeI00py7NhZD9/x0iUbEAxMBV42e+8WIyEy3/lAWBUQJJWHQN7T8EQR+P1KjCaNQcCvTHmSnsHY1mqfzRuYHxyncHol/YJPD/LGIjg7+FWB6lU+NAkTQWx04rJbEMcaJCXl/eVx202G0uXLmXp0qUhXVcpdYF9EyNJA6NZ8iOamh+9vB36HZiStITPIOUT+PTypn3bn4Ahz2JM8bEaY+AAGEnY/Y3PvRPWpmLU5r2NUZPXF+o+Dq5FGw1MCDkwpcKPNneqIB3RJ00pZRH+gweiGx/3BZxzovGxniDpAVNxbE/CWJy9AGNgwCbgXxirC5Q1nhQJFAK7MNowT2MkbB8afdECa9GWostAqc5Ba9LCmHfx9YZnjd62/qM5u0UYvXFjIiKwR7Ttj1EXWFdKtSgNozmziqbBAu/5HY+iaWRnM9LfgZemNX39Tg7GCugLMZo2Jwe8wN74nuMwjyD9Ag6mwsLHzaePxujOplRnoDVpKogDcGALcVNKXRQcGHOWgbE01ECMUZZecY2PLfzvOCqgJu39blB1N1BE03QeXnaMdUJ30pSgRQNJUFMF31sLld3NL1mC1qKpzkOTNAtwzB6BY/YI37xpLkcELruxxTpdxES4zn6REGhzp1LqK/lPxRE4W2xN42NgktZYRHz9PXD6rUQgNtjZE6Np9LDf+SkYzZz/xWja3IExDUcOyBG4cwUUf938FjcBE0ONRakwps2dSimlQuOfpG0JOOZdz7MWIzHz1rI1Pka54epi2Hlt00ueXwoT7seoMduK0Yy6p/HgNzEGFWRjjP4Ech+AP800v+1AjHEH+u+i6kw0SVNBbK2oGbPiNCBKqVbKAL4DvIJ5cICDppGYYG4G9fOdV8xJ2ovp8OtUSD5C07QdDuB7wJvAW03Xf/oeWBywJHA3D6yzN82vq1Rnoc2dFuVyOHA5HMQ5I4l1anOnUqod2YC1wE8C9jc0c24z7lwBUTVNX3/phKfmN37hwWjevAb4K0btWT9gPKy6DeY/GXy9NXZj5SilOhtN0lQQ7wLroW5KqYuIE2Otzf/FaJNpqRorNnjXpSfgtjXmfX+YB6ceAkYCpRhNn05gMjRUwYPXwexVwdd6Cvh+K0NQKtxpkmYh3gEEjtkjfAMHXHYHLnvbjq3UmjSl1DmxYUydcRQox2gCBWO6jKjG51XNvA742W/B5jelxulIWFVDU3I2EbgSPt8OU5+D3AeDr/EoMO/8o1AqbGmSpoJokqaUCklPjKkx/gg8AjyHsSrBVOBmjE8aG6Ze0P0/hhvXmS/zi0dg+a9BuoK7EJ6caJz36ncI8nOgmbxNqU5FBw4opZRqG/E0LZqZClzf+Px2jIEAhY3HxwJ9jYlo1/q1VdZ0hbsXw0NzoPISkGaqESI88Iwd5lyoGJQKI5qkWVSE3Si9ujkj8Ti/bNNrt6aPmfZJU0q16FuNj98ABjc+9oBRR+Amgb8GFB8n45u/TA+Btfam5T2V6uw0SVNBdFkopdQFYQe+6/f1ZUYLaU/g92d5aQ7wuA36XqBbUyocaZ80i/IOIOga4aJrhLNNr6190pRS7aUL8H/A60BSM/OqjQXeBvLQBE1dfLQmTQXRmjSlVHubBOyzwRsYgzuTMJKyFlo+lbooaJKmgtiwYw+xktWmlbJKqfMUDUzp6JtQKoxokmZxjtkjoO7s5ymllFLKWjRJU0G0uVMppZTqeJqkqSCapCmllFIdT5M0FUSTNKWUUqrjaZKmguhktkoppVTH0yRNBdGaNKWUUqrjhTRvwooVK0hLSyM2NpbY2FgyMjJ47bXXTOfs3buX7Oxs4uLiiImJIT09nUOHDvmOu91u7rnnHi699FKio6PJzs7m8OHDbRONUkoppVQnEVKSlpycTG5uLu+++y7vvvsu48ePZ8qUKbz//vsAfPzxx4wZM4aBAwdSUFDAf/7zHx5++GGioqJ811iwYAHr168nLy+PrVu3Ul1dzQ033EBDQ0PbRqZazahJs4e4aU2aUkop1ZZsItLMQhznLj4+nscff5xZs2Yxbdo0nE4nL7zwQrPnnjp1ip49e/LCCy+Qk5MDwNGjR+nbty///Oc/ycrKOqf3rKqqIi4uDm4FXOdz951EHfC88f2NjY1t9WW839cTJ/OJje0W4mur6dF93Hnfg2of3p+1/ryUUqp9hVL+trpPWkNDA3/729/44osvyMjIwOPxsHHjRhYtWkRWVhbvvfceqampPPjgg0ydOhWAXbt2UV9fz6RJk3zXSUxMZMiQIWzbtq3FJM3tduN2u31fnzp1yniik7gaGr8P55lv+1SfPhNyzVj16TNt8t6qfXh/V6qqqjr4TpRS6uLiLXfP6TNbQrR7926Jjo4Wh8MhcXFxsnHjRhERKS8vF0C6du0qv/3tb+W9996TZcuWic1mk4KCAhER+fOf/ywulyvomhMnTpTZs2e3+J5LliwRQLezbGVlZaH+OE1qamokISGh1e+fkJAgNTU153UPqn2UlZV1+O+rbrrpptvFvJ3LZ3bIzZ11dXUcOnSIyspK1q5dy+rVqyksLOSSSy4hKSmJ6dOn8+KLL/rOz87OJjo6mr/85S+8+OKL3HbbbaZaMYCJEyfSr18/Vq5c2ex7BtakVVZWkpKSwqFDh4xmz06oqqqKvn37UlZWdtbqUBHh9OnTJCYmYref3xqatbW11NW1rorS5XKZ+h+q8OXxeDh69CgxMTHYWtGfMJTfTyvRuKyjM8YEGpfVtCauUD6zQ27udLlc9O/fH4ARI0awc+dOnnrqKZ555hkiIiIYNGiQ6fyrrrqKrVu3ApCQkEBdXR0nT56ke/fuvnOOHTvG6NGjW3zPyMhIIiMjg/bHxcV1qh92c7wjac+mrZLVqKgoTbQuAna7neTk5PO+zrn+flqNxmUdnTEm0LisJtS4zvUz+/yqXTAyQrfbjcvlYuTIkezbt890fP/+/aSkpAAwfPhwnE4nW7Zs8R0vLy+npKTkK5M0pZRSSqmLTUg1aYsXL2by5Mn07duX06dPk5eXR0FBAZs2bQJg4cKF5OTkMHbsWMaNG8emTZt45ZVXKCgoAIzMcdasWdx777306NGD+Ph47rvvPoYOHcp1113X5sEppZRSSllVSEnaZ599xi233EJ5eTlxcXGkpaWxadMmJk6cCMB3v/tdVq5cybJly5g3bx4DBgxg7dq1jBkzxneNJ598koiICG666SZqamqYMGECf/zjH3E4HOd8H5GRkSxZsqTZJtDO4mKIUVlXZ/391LisozPGBBqX1VzouM57njSllFJKKdX2zrtPmlJKKaWUanuapCmllFJKhSFN0pRSSimlwpAmaUoppZRSYciSSdry5ctJTU0lKiqK4cOH89Zbb3X0LbXKsmXLGDlyJDExMfTq1YupU6cGzTM3c+ZMbDabaUtPT++gO1ad2YoVK0hLS/NNypiRkcFrr71mOmfv3r1kZ2cTFxdHTEwM6enpHDp0yHfc7XZzzz33cOmllxIdHU12djaHDx9u71BMzhZXdXU1c+fOJTk5mS5dunDVVVexYsUK0zXCMS5/y5Ytw2azsWDBAt8+EWHp0qUkJibSpUsXvvWtb/H++++bXme1uOrr67n//vsZOnQo0dHRJCYmcuutt3L06FHT66wWV6A77rgDm83G7373O9N+q8ZlxXLDq7mY2rXMuIDLA14QeXl54nQ6ZdWqVfLBBx/I/PnzJTo6Wj799NOOvrWQZWVlyZo1a6SkpESKi4vl+uuvl8suu0yqq6t958yYMUO+/e1vS3l5uW87ceJEB9616qw2bNggGzdulH379sm+fftk8eLF4nQ6paSkREREPvroI4mPj5eFCxdKUVGRfPzxx/Lqq6/KZ5995rvGnDlzJCkpSbZs2SJFRUUybtw4GTZsmHz55ZcdFdZZ4/rJT34i/fr1k/z8fCktLZU//OEP4nA45OWXX/ZdIxzj8tqxY4dcfvnlkpaWJvPnz/ftz83NlZiYGFm7dq3s2bNHcnJypE+fPlJVVeU7x2pxVVZWynXXXScvvfSSfPjhh/L222/LqFGjZPjw4abXWi0uf+vXr5dhw4ZJYmKiPPnkk6ZjVozLquWGSMsxtWeZYbkk7dprr5U5c+aY9g0cOFAeeOCBDrqjtnPs2DEBpLCw0LdvxowZMmXKlI67KXVR6969u6xevVpERHJycuRHP/pRi+dWVlaK0+mUvLw8374jR46I3W6XTZs2XfB7DYV/XIMHD5ZHHnnEdPyaa66Rhx56SETCO67Tp0/LFVdcIVu2bJHMzEzfB4nH45GEhATJzc31nVtbWytxcXGycuVKEbFmXM3ZsWOHAL5/1K0c1+HDhyUpKUlKSkokJSXFlKRZNS6rlhtfFVN7lhmWau6sq6tj165dTJo0ybR/0qRJbNu2rYPuqu2cOnUKgPj4eNP+goICevXqxZVXXsntt9/OsWPHOuL21EWkoaGBvLw8vvjiCzIyMvB4PGzcuJErr7ySrKwsevXqxahRo3j55Zd9r9m1axf19fWmv8/ExESGDBkSNn+fgXEBjBkzhg0bNnDkyBFEhPz8fPbv309WVhYQ3nHdfffdXH/99UErtpSWllJRUWG658jISDIzM333bMW4mnPq1ClsNhuXXHIJYN24PB4Pt9xyCwsXLmTw4MFBx60Yl5XLja/6WbVnmRHyAusd6fjx4zQ0NNC7d2/T/t69e1NRUdFBd9U2RISf/exnjBkzhiFDhvj2T548mR/84AekpKRQWlrKww8/zPjx49m1a1enm7lZdbw9e/aQkZFBbW0t3bp1Y/369QwaNIiKigqqq6vJzc3lV7/6FY899hibNm3ixhtvJD8/n8zMTCoqKnC5XHTv3t10zXD4+2wpLoCnn36a22+/neTkZCIiIrDb7axevdq3Ukq4xpWXl0dRURE7d+4MOua9r+bKyk8//dR3jtXiClRbW8sDDzzAzTff7Fvc2qpxPfbYY0RERDBv3rxmj1sxrmPHjlmy3Djbz6o9ywxLJWleNpvN9LWIBO2zmrlz57J79262bt1q2p+Tk+N7PmTIEEaMGEFKSgobN27kxhtvbO/bVJ3cgAEDKC4uprKykrVr1zJjxgwKCwt9tRRTpkzhpz/9KQBXX30127ZtY+XKlWRmZrZ4zXD4+2wprkGDBvH000+zfft2NmzYQEpKCm+++SZ33XUXffr0+cqanI6Mq6ysjPnz57N582aioqJaPK81ZaUV4gJjEMG0adPweDwsX778rNcO57h27drFU089RVFRUcj3GM5xeTwewFrlxrn8DrZrmRFaK23Hcrvd4nA4ZN26dab98+bNk7Fjx3bQXZ2/uXPnSnJyshw8ePCczu/fv7+pr4lSF8qECRNk9uzZ4na7JSIiQn75y1+aji9atEhGjx4tIiL/+te/BJDPP//cdE5aWpr84he/aLd7PhfeuM6cOSNOp1NeffVV0/FZs2ZJVlaWiIRnXOvXrxdAHA6HbwPEZrOJw+GQjz76SAApKioyvS47O1tuvfVWEbFmXN5O13V1dTJ16lRJS0uT48ePm65hxbh+85vf+J77H7fb7ZKSkiIi1oyrtrbWcuXG2WKqrq5u1zLDUn3SXC4Xw4cPZ8uWLab9W7ZsYfTo0R10V60nIsydO5d169bx73//m9TU1LO+5sSJE5SVldGnT592uEN1sRMR3G43LpeLkSNHBk0Rs3//flJSUgAYPnw4TqfT9PdZXl5OSUlJ2P19euOqr6+nvr4eu91cFDocDl8tQDjGNWHCBPbs2UNxcbFvGzFiBD/84Q8pLi7ma1/7GgkJCaZ7rquro7Cw0HfPVozL4XBQX1/PTTfdxIEDB3jjjTfo0aOH6RpWjGvmzJns3r3bdDwxMZGFCxfy+uuvWzauyMhIy5UbZ4upoaGhfcuM80g4O4R3Co7nnntOPvjgA1mwYIFER0fLJ5980tG3FrI777xT4uLipKCgwDTFxpkzZ0TEGF1y7733yrZt26S0tFTy8/MlIyNDkpKSTMPolWoLDz74oLz55ptSWloqu3fvlsWLF4vdbpfNmzeLiMi6devE6XTKs88+KwcOHJBnnnlGHA6HvPXWW75rzJkzR5KTk+WNN96QoqIiGT9+fIcPpT9bXJmZmTJ48GDJz8+XgwcPypo1ayQqKkqWL1/uu0Y4xhUocARabm6uxMXFybp162TPnj0yffr0ZqfgsFJc9fX1kp2dLcnJyVJcXGwqN91ut+81VourOYGjO0WsGZdVyw1/gTG1Z5lhuSRNROT3v/+9pKSkiMvlkmuuucY0ZYWVAM1ua9asERGRM2fOyKRJk6Rnz57idDrlsssukxkzZsihQ4c69sZVp/TjH//Y93fVs2dPmTBhgi+R8Xruueekf//+EhUVJcOGDTPNCyQiUlNTI3PnzpX4+Hjp0qWL3HDDDR3++3q2uMrLy2XmzJmSmJgoUVFRMmDAAHniiSfE4/H4zgnHuAIFfpB4PB5ZsmSJJCQkSGRkpIwdO1b27Nljeo3V4iotLW2x3MzPz/e9xmpxNae5JM2qcVmx3PAXGFN7lhk2EZFW1QkqpZRSSqkLxlJ90pRSSimlLhaapCmllFJKhSFN0pRSSimlwpAmaUoppZRSYUiTNKWUUkqpMKRJmlJKKaVUGNIkTSmllFIqDGmSppRSSikVhjRJU0oppZQKQ5qkKaWUUkqFIU3SlFJKKaXCkCZpSimllFJh6P8BeMUtXZAmNLgAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ws_masked = np.ma.masked_array(ws_bathy, ws_bathy == 0)\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(ws_masked, cmap=cmap)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((360, 480))\n", + "axs[0].set_xlim((0, 30));\n", + "\n", + "for j in range(1, 14):\n", + " axs[1].plot(range(iss, iee), ws_bathy[iss:iee, j], color=scalarMap.to_rgba(i))\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 14], color=scalarMap.to_rgba(14), linewidth=2)\n", + "axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 0], color=scalarMap.to_rgba(0), linewidth=3)\n", + "\n", + "axs[1].invert_yaxis()\n", + "depth_check(ws_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fix the bump, centre of so many NaN's ###" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.008725Z", + "start_time": "2025-02-13T20:47:21.878707Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "w = 0.2\n", + "for i in range(460, 464):\n", + " ip = i-459\n", + " for j in range(7, 11):\n", + " ws_bathy[i, j] = w*(5-ip)*ws_bathy[459, j] + w*ip*ws_bathy[464, j]\n", + "iii, ijj = 455, 468\n", + "fig, ax = plt.subplots(1, 1)\n", + "for j in range(5, 12):\n", + " ax.plot(range(iii, ijj), ws_bathy[iii:ijj, j], 'x-', color=scalarMap.to_rgba(i))\n", + "#axs[1].plot(range(iss, iee), ws_bathy[iss:iee, 14], color=scalarMap.to_rgba(14), linewidth=2)\n", + "ax.plot(range(iii, ijj), ws_bathy[iii:ijj, 5], color=scalarMap.to_rgba(0), linewidth=3)\n", + "\n", + "ax.invert_yaxis()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Check Continuity and Add Missed Islands\n", + "\n", + "This an following sections are based on inspection of 50x50 tiles of bathymetry\n", + "in Susan's `analysis-susan/notebooks/bathymetry/lookat201702_201803d*.ipynb` notebooks." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.027293Z", + "start_time": "2025-02-13T20:47:22.025264Z" + } + }, + "outputs": [], + "source": [ + "oc_bathy = np.copy(ws_bathy)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.171557Z", + "start_time": "2025-02-13T20:47:22.066832Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pcolormesh(oc_bathy[45:50, 100:120], cmap=cmap)\n", + "plt.plot(116-100+0.5, 48-45+0.5, 'k*')\n", + "plt.colorbar()\n", + "\n", + "oc_bathy[48, 116] = 0.5*(oc_bathy[48, 117] + oc_bathy[47, 116])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.309483Z", + "start_time": "2025-02-13T20:47:22.200328Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.189881801605225\n" + ] + }, + { + "data": { + "image/png": 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tuJAe0tZ1zP2uxks/+q2r8Tb95zhX47npzrf/4Gq8Y59GXY33m6eHuBrP7Yfl8QA5pDTuSOpA0gEAgEmpkzMkjekVAADgCSodAACYkqbk/3mfQuUBkg4AAEzh6hWHFMqfAACAn1HpAADAFK5ecSDpAADAFKZXHJheAQAAnqDSAQCAKVQ6HEg6AAAwhaTDgaQDAABTWEjqwJoOAADgCSodAACYwvSKA0kHAACmkHQ4ML0CAAA8QaUDAABTqHQ4kHQAAGAKV684kHRAknRky2uuxuvxwGOuxnvp449cjTf7iv6uxQqF3Z2lLF/wr67GG/jqP7ka7/q357oaD8CFg6QDAABTmF5xIOkAAMAUkg4Hrl4BAACeoNIBAIApVDocSDoAADCEi1ecEp5e2bp1qyZNmqTs7GxZlqW1a9fGPqurq9NTTz2lQYMGqXPnzsrOztaMGTP0pz/9qcWYK1askGVZTbaampqEDwgAAN9ozDqS3RLg53E64aTjxIkTGjx4sJYuXdrks5MnT2rPnj2aP3++9uzZo9WrV+vjjz/Wrbfeeta4wWBQhw8fdmwZGRmJdg8AgAuan8fphKdX8vLylJeXF/ezUCik4uJix3svvviirr32WlVUVKhnz57NxrUsS+Fw+Jz7EY1GFY1GY68jkcg5twUAwDMuTY+cOc4FAgEFAoEm+/llnI7H+NUr1dXVsixLF198cYv7HT9+XL169VKPHj10yy23qLS0tMX9CwsLFQqFYltOTo6LvQYAwAWWS5uknJwcx7hXWFjoShdNjdPxGE06ampqNHfuXN1zzz0KBoPN7te/f3+tWLFC69ev19tvv62MjAxdd911Kisra7bNvHnzVF1dHdsqKytNHAIAAL5QWVnpGPfmzZuXdEyT43Q8xq5eqaur07Rp09TQ0KCXX365xX1zc3OVm5sbe33dddfp6quv1osvvqglS5bEbdNcWQkAAN9w8ZLZYDDYYmKQKNPjdDxGko66ujpNmTJF5eXlevfddxP+JaWlpWnYsGEJZ1AAAPiJXy+Zbatx2vXplcYDKSsr06ZNm3TJJZckHMO2be3du1dZWVludw8AgAtaW47TCVc6jh8/rk8++ST2ury8XHv37lWXLl2UnZ2tO++8U3v27NF//ud/qr6+XlVVVZKkLl26qEOHDpKkGTNmqHv37rFFMAsXLlRubq769u2rSCSiJUuWaO/evXrppZcS7R4AAP7RBqUOP4/TCScdu3fv1tixY2Ov8/PzJUkzZ85UQUGB1q9fL0n6wQ9+4Gi3efNmjRkzRpJUUVGhtLS/FlmOHj2q+++/X1VVVQqFQhoyZIi2bt2qa6+9NtHuAQDgH21wG3Q/j9MJJx1jxoyRbdvNft7SZ422bNnieP3CCy/ohRdeSLQrAAD4WxskHX4ep3nKLAAA8AQPfAMAwBSeMutA0gEjPv/nf3I34NS57sZz0aDss5cqE1H+w7tdjVfzK3cXZL9/9yJX410S/oGr8b6u2utqPCAZfr1ktq0wvQIAADxBpQMAAFModTiQdAAAYAprOhyYXgEAAJ4g6QA8UPn7z/TKrGdU+fvP2rorADzUOLuS7JYqSDoAD+xe974+2XlAH6z/bVt3BYCXLJe2FMGaDsCQP3/xlU4cPSZLlva+s1OSVLphh6657QbZstX54kx16f79Nu4lAHiHpAMw5H//j8ebvHf8zxG9cOf82OtfHPhXL7sEwGssJHVgegUw5J7nHlRaevyvWFp6mu557kGPewTAcyzqcKDSARgydNJ16nZ5d0dlo9Fjqxaqx8DLvO8UAE9xmw4nKh2AB6y//NWwUumvBwAkiEoHYNBFlwSV+f2QLg530fA7x2jnv2/R0ao/66JLgm3dNQBeYE2HA0kHYNDF4S56+v++oPT27WRZlnKnjFV93Sm169C+rbsGwAskHQ4kHYBh300wLMsi4QBwwSLpAADAEEtW0mu5rBQqdZB0AABgCtMrDly9AgAAPEGlA+eFl29c5G7Ad+e6FmpOvytdiyVJu8d/5Gq8/1fk7te8oeGUq/G+rtrrajzAV6h0OJB0AABgCkmHA9MrAADAE1Q6AAAwhNugO5F0AABgClmHA0kHAACmsKbDgTUdAADAE1Q6AAAwhNkVJ5IOAABMYXrFgekVAADgCSodAACYwvyKA0kHAACGkHM4Mb0CAAA8QaUDAABTWEjqQNIBAIApJB0OCU+vbN26VZMmTVJ2drYsy9LatWsdn9u2rYKCAmVnZ6tjx44aM2aM9u/ff9a4RUVFGjBggAKBgAYMGKA1a9Yk2jUAAC54fh6nE046Tpw4ocGDB2vp0qVxP3/uuef0/PPPa+nSpdq1a5fC4bDGjx+vY8eONRtz+/btmjp1qqZPn659+/Zp+vTpmjJlinbu3Jlo9wAA8I3GhaTJbonw8zht2bZtJ9Tiu40tS2vWrNHkyZMlnc6esrOzNWfOHD311FOSpGg0qm7duunZZ5/VAw88EDfO1KlTFYlE9F//9V+x92666SZ973vf09tvvx23TTQaVTQajb2ORCLKyclR3/CVSk9Lb+0h4QLx0LtzXYs1+4r+rsWSpP/5zkeuxtv34M9djdfQcMrVeEBbqG+oV1nVAVVXVysYDLoePxKJKBQK6X8885LaZXRMKtapmm+16aezVVlZ6ehrIBBQIBBosW1bjtPxuLqmo7y8XFVVVZowYULsvUAgoNGjR2vbtm3NHsz27dv1+OOPO96bOHGiFi9e3OzPKiws1MKFC13pNy48L9+4yL1YrkUCkHJcXNORk5PjeHvBggUqKChIKJSX43Q8riYdVVVVkqRu3bo53u/WrZsOHTrUYrt4bRrjxTNv3jzl5+fHXjdWOgAASEXxKh2J8nKcjsfI1SvWGRNQtm03eS/ZNudSVgIAoE25cHOwxkpHMBh0bSrIi3E6HldvDhYOhyWpSeZz5MiRJhnSme0SbQMAgO9ZLm0uaetx2tWko3fv3gqHwyouLo69V1tbq5KSEo0cObLZdiNGjHC0kaSNGze22AYAACSmrcfphKdXjh8/rk8++ST2ury8XHv37lWXLl3Us2dPzZkzR88884z69u2rvn376plnnlGnTp10zz33xNrMmDFD3bt3V2FhoSTpscce06hRo/Tss8/qtttu07p167Rp0ya9//77iXYPAAAfcXF+5Rz5eZxOOOnYvXu3xo4dG3vduJhz5syZWrFihZ588kl9++23euihh/TNN99o+PDh2rhxozIzM2NtKioqlJb21yLLyJEjtXLlSj399NOaP3+++vTpo1WrVmn48OGJdg8AAN9oiwe++XmcTuo+HX7SeE009+kAAJyNV/fpGP/cy2rfMbn7dNR9+62Kn3zIWF+9xLNXAAAwhWevOJB0AABgCkmHg6tXrwAAADSHSgcAAIZYlpXwDbTixUgVJB0AAJjC9IoDSQcAAKaQdDiwpgMAAHiCSgcAAIa0xc3B/IykAwAAU5hecWB6BQAAeIJKBwAAhnDJrBNJBwAApjC94sD0CgAA8ASVDgAATKHS4UDSAQCAIVwy68T0CgAA8ASVDgAATGF6xYGkAwAAQ7hk1omkAwAAU6h0OLCmAwAAeIJKBwAAplDpcCDpAADAEC6ZdWJ6BQAAeIJKBwAAJqVQpSJZJB0AABjC9IoT0ysAAMATVDoAADCFq1ccSDoAADCF+RUHplcAAIAnqHQAAGAIhQ4nkg4AAExhTYcDSQcAAIZQ6XBiTQcAAPAElQ4AAExhesWBpAMAAEOYXnFyfXrlsssuk2VZTbbZs2fH3X/Lli1x9//oo4/c7hoAACnPz+Ow65WOXbt2qb6+Pvb697//vcaPH6+77rqrxXYHDx5UMBiMvb700kvd7hoAAJ5qi0qHn8dh15OOMzu5aNEi9enTR6NHj26xXdeuXXXxxRe73R0AANpOG6zp8PM4bPTqldraWr311lu69957ZZ0lVRsyZIiysrI0btw4bd68+ayxo9GoIpGIYwMAIFWdOeZFo9GztjE5DreG0aRj7dq1Onr0qGbNmtXsPllZWXrttddUVFSk1atXq1+/fho3bpy2bt3aYuzCwkKFQqHYlpOT43LvAQBIzunplabrJRLbTsfKyclxjHuFhYVn/fkmx+HWsGzbtl2P+hcTJ05Uhw4d9B//8R8JtZs0aZIsy9L69eub3ScajTqyvEgkopycHPUNX6n0tPRW9xkAkPrqG+pVVnVA1dXVjnUMbolEIgqFQvrRL19T+06dkopVd/Kk1txzvyorKx19DQQCCgQCLbY1OQ63hrFLZg8dOqRNmzZp9erVCbfNzc3VW2+91eI+5/LLBgAgVQSDwYQSJNPjcGsYSzqWL1+url276oc//GHCbUtLS5WVlWWgVwAAeKct79Phx3HYSNLR0NCg5cuXa+bMmWrXzvkj5s2bpy+++EJvvvmmJGnx4sW67LLLNHDgwNiCl6KiIhUVFZnoGgAAnmmrpMOv47CRpGPTpk2qqKjQvffe2+Szw4cPq6KiIva6trZWTzzxhL744gt17NhRAwcO1IYNG3TzzTeb6BoAAN5po9ug+3UcNrqQ1EuNi3ZYSAoAOBuvFpLescqdhaRFU+831lcv8ewVAAAM4dkrTiQdAAAYYqWd3pKNkSpIOiBJ6jYl/oOAWuvPa5a7Gq+u7qSr8YC2sP/zFa7GG9hjlqvxANNIOgAAMCmFpkeSRdIBAIAhrOlwSqGZIgAA4GdUOgAAMMWFSkcqTc+QdAAAYAjTK05MrwAAAE9Q6QAAwBAqHU4kHQAAGELS4UTSAQCAISQdTqzpAAAAnqDSAQCAIVQ6nEg6AAAwhKTDiekVAADgCSodAAAYQqXDiaQDAABDSDqcmF4BAACeoNIBAIAhVDqcUi7puOr5x9W+UydXYn21+6QrcSSp/sAJ12JJknVZR1fjNZxscDXe5f/rYVfjHZz3nKvxgLYwsMcsV+Pt/3yFq/Hc5vbxno8sJf+Q2BTKOZheAQAA3ki5SgcAAH7B9IoTSQcAAIakWae3ZGOkCpIOAAAModLhxJoOAADgCSodAAAYcrrSYScdI1WQdAAAYAhrOpyYXgEAAJ6g0gEAgCkuLCRNpbuDkXQAAGBImlyYXnGlJ/6QSscCAAB8jEoHAACGcJ8OJ5IOAAAM4eoVJ6ZXAACAJ1xPOgoKCmRZlmMLh8MttikpKdHQoUOVkZGhyy+/XK+++qrb3QIAwHONlY5kt0T4eRw2Mr0ycOBAbdq0KfY6PT292X3Ly8t1880367777tNbb72l3/72t3rooYd06aWX6o477jDRPQAAPNFWazr8Og4bSTratWt31qyq0auvvqqePXtq8eLFkqQrr7xSu3fv1s9//nOSDgDAea2t1nT4dRw2sqajrKxM2dnZ6t27t6ZNm6bPPvus2X23b9+uCRMmON6bOHGidu/erbq6umbbRaNRRSIRxwYAQKo6c8yLRqPN7uvFONwarlc6hg8frjfffFNXXHGFvvzyS/3jP/6jRo4cqf379+uSSy5psn9VVZW6devmeK9bt246deqUvvrqK2VlZcX9OYWFhVq4cGGT91+/+QoFgxe5czC3uhNGkl76+CP3gkn66GtXw+mznbWuxqv6WZGr8QA0NbDHrLbuAs4iTcn/676xfU5OjuP9BQsWqKCgoMn+Xo3DreF60pGXlxf770GDBmnEiBHq06eP3njjDeXn58dtY50xYWXbdtz3v2vevHmOeJFIpMkJAQCgLbk5vVJZWalgMBh7PxAIxN3fq3G4NYzfp6Nz584aNGiQysrK4n4eDodVVVXleO/IkSNq165d3IysUSAQaPYXDgBAqgkGg46k41yZGodbw/h9OqLRqA4cONBseWbEiBEqLi52vLdx40Zdc801at++venuAQBgTOPVK8luyfDTOOx60vHEE0+opKRE5eXl2rlzp+68805FIhHNnDlT0ulpkRkzZsT2f/DBB3Xo0CHl5+frwIEDev3117Vs2TI98cQTbncNAABPtcV9Ovw8Drs+vfL555/r7rvv1ldffaVLL71Uubm52rFjh3r16iVJOnz4sCoqKmL79+7dW++8844ef/xxvfTSS8rOztaSJUu4XBYAgFbw8zjsetKxcuXKFj9fsWJFk/dGjx6tPXv2uN0VAADalOXCQtJEp1f8PA7zwDcAAAzhgW9OPPANAAB4gkoHAACGuHlzsFRA0gEAgCFMrziRdAAAYAhJh1MqVW0AAICPUekAAMAQKh1OJB0AABhC0uHE9AoAAPAElQ4AAAxJl5Su5EoV6e50xRdIOgAAMKQtboPuZyQdHpl9Rf+27kKL/qHjAVfjbf8/PVyNV/3nT12NBwDwHkkHAACGsJDUiaQDAABDSDqcuHoFAAB4gkoHAACG8MA3J5IOAAAMSZOltCQvP0lL8pJbPyHpAADAENZ0OKVS1QYAAPgYlQ4AAAxJt05vycZIFSQdAAAYkiYr6TUZqbSmg+kVAADgCSodAAAYwkJSJ5IOAAAMsazkL5m1UuiJb0yvAAAAT1DpAADAEKZXnEg6AAAwJF2W0pO8+iTZ9n7C9AoAAPAElQ4AAAxhesWJpAMAAEPSXLh6Jdn2fkLSAUnS//7Bla7G+8k/uRpOv/5RibsBAcADPNreKZWOBQAA+BiVDgAADGF6xYmkAwAAQ3jKrBPTKwAAwBOuJx2FhYUaNmyYMjMz1bVrV02ePFkHDx5ssc2WLVtkWVaT7aOPPnK7ewAAeKbx2SvJbIk+e8XP47DrSUdJSYlmz56tHTt2qLi4WKdOndKECRN04sSJs7Y9ePCgDh8+HNv69u3rdvcAAPBMmixXtkT4eRx2fU3Hr3/9a8fr5cuXq2vXrvrggw80atSoFtt27dpVF198sdtdAgDgguHncdj4mo7q6mpJUpcuXc6675AhQ5SVlaVx48Zp8+bNLe4bjUYViUQcGwAAftJ4R9JkN0lNxrxoNHpOfTA1DreG0aTDtm3l5+fr+uuv11VXXdXsfllZWXrttddUVFSk1atXq1+/fho3bpy2bt3abJvCwkKFQqHYlpOTY+IQAABotWTXc3z3ktucnBzHuFdYWHjWn29yHG4Ny7Zt29WI3zF79mxt2LBB77//vnr06JFQ20mTJsmyLK1fvz7u59Fo1JHlRSIR5eTk6JujWxQMXpRUv5G8n+w64Gq8X//oWVfjAbiw1TfUq6zqgKqrqxUMBl2PH4lEFAqFtP7jf1XnzE5JxTpx7KRuvWK6KisrHX0NBAIKBAIttjU5DreGsUrHI488ovXr12vz5s0JH6gk5ebmqqysrNnPA4GAgsGgYwMAwE/cXEh65ph3toTD9DjcGq4vJLVtW4888ojWrFmjLVu2qHfv3q2KU1paqqysLJd7BwCAd9rijqR+HoddTzpmz56tX/7yl1q3bp0yMzNVVVUlSQqFQurYsaMkad68efriiy/05ptvSpIWL16syy67TAMHDlRtba3eeustFRUVqaioyO3uAQDgmba4I6mfx2HXk45XXnlFkjRmzBjH+8uXL9esWbMkSYcPH1ZFRUXss9raWj3xxBP64osv1LFjRw0cOFAbNmzQzTff7Hb3AABIaX4eh40uJPVS46IdFpL6AwtJAfiZVwtJiz/9pSsLScf3ucdYX73EA98AADCkNXcUjRcjVfDANwAA4AkqHTDiF8OudDfe5ytcjTewxyxX4wFAPJYLV68k+sA3PyPpAADAkLa4ZNbPmF4BAACeoNIBAIAhaUr+X/epVB0g6QAAwJA0uTC9wtUrAAAAiaHSAQCAISwkdSLpAADAEJIOJ5IOAAAMSZeUnuSajHR3uuILrOkAAACeoNIBAIAhTK84kXQAAGAIt0F3YnoFAAB4gkoHAACGML3iRNIBAIAhabKSvqModyQFAABIEJUOAAAMYXrFiaQDAABDSDqcmF4BAACeoNIBAIAhLCR1IukAAMAQplecSDoAADCEpMOJNR0AAMATVDoAADCESocTSQcAAIZYSlNakpMKVgpNSqTOkQAAAF+j0gEAgCFMrziRdAAAYAhJhxPTKwAAwBNUOgAAMIRKhxNJBwAAhnAbdCemVwAAgCeodAAAYAjTK04kHQAAGHI66UhuUiGVkg5j0ysvv/yyevfurYyMDA0dOlTvvfdei/uXlJRo6NChysjI0OWXX65XX33VVNcAAPBEY6Uj2S1Rfh2DjSQdq1at0pw5c/QP//APKi0t1Q033KC8vDxVVFTE3b+8vFw333yzbrjhBpWWluqnP/2pHn30URUVFZnoHgAAKcvPY7Bl27btdtDhw4fr6quv1iuvvBJ778orr9TkyZNVWFjYZP+nnnpK69ev14EDB2LvPfjgg9q3b5+2b98e92dEo1FFo9HY6+rqavXs2VOHKjYoGOzs4tEgFV3b/+/bugsA2lB9Q70+O/Kxjh49qlAo5Hr8SCSiUCjkypgUiZxQr54/VGVlpYLBYOz9QCCgQCDQZH8vxuBWs10WjUbt9PR0e/Xq1Y73H330UXvUqFFx29xwww32o48+6nhv9erVdrt27eza2tq4bRYsWGBLYmNjY2Nja/X26aefujP4neHbb7+1w+Gwa/286KKLmry3YMGCJj/XqzG4tVxfSPrVV1+pvr5e3bp1c7zfrVs3VVVVxW1TVVUVd/9Tp07pq6++UlZWVpM28+bNU35+fuz10aNH1atXL1VUVBjJWr0QiUSUk5PTJJs933Ac/pEKxyClxnGkwjFIqXMcjdXxLl26GImfkZGh8vJy1dbWuhLPtm1ZZ6ztiFfl8GoMbi1jV6+c+cuJ9ws72/7x3m/UXFkpFAqd118ESQoGg+f9MUgch5+kwjFIqXEcqXAMUuocR1qaudtVZWRkKCMjw1j8lpgeg1vL9d/297//faWnpzfJqI4cOdIkk2oUDofj7t+uXTtdcsklbncRAICU5Pcx2PWko0OHDho6dKiKi4sd7xcXF2vkyJFx24wYMaLJ/hs3btQ111yj9u3bu91FAABSku/HYFdXiPzFypUr7fbt29vLli2z//CHP9hz5syxO3fubP/xj3+0bdu2586da0+fPj22/2effWZ36tTJfvzxx+0//OEP9rJly+z27dvb//7v/37OP7OmpsZesGCBXVNT4/rxeCUVjsG2OQ4/SYVjsO3UOI5UOAbb5jjOB20xBp8rI0mHbdv2Sy+9ZPfq1cvu0KGDffXVV9slJSWxz2bOnGmPHj3asf+WLVvsIUOG2B06dLAvu+wy+5VXXjHVNQAAUppfx2Aj9+kAAAA4E0+ZBQAAniDpAAAAniDpAAAAniDpAAAAnjivkg6/Pqr3XBQWFmrYsGHKzMxU165dNXnyZB08eLDFNlu2bJFlWU22jz76yKNeN1VQUNCkP+FwuMU2fjoPjS677LK4v9vZs2fH3d8P52Lr1q2aNGmSsrOzZVmW1q5d6/jctm0VFBQoOztbHTt21JgxY7R///6zxi0qKtKAAQMUCAQ0YMAArVmzxtARnNbScdTV1empp57SoEGD1LlzZ2VnZ2vGjBn605/+1GLMFStWxD0/NTU1nh+DJM2aNatJX3Jzc88a10/nQlLc36llWfrZz37WbEyvz8W5/G09X74bF4LzJunw86N6z0VJSYlmz56tHTt2qLi4WKdOndKECRN04sSJs7Y9ePCgDh8+HNv69u3rQY+bN3DgQEd/Pvzww2b39dt5aLRr1y7HMTTeGOeuu+5qsV1bnosTJ05o8ODBWrp0adzPn3vuOT3//PNaunSpdu3apXA4rPHjx+vYsWPNxty+fbumTp2q6dOna9++fZo+fbqmTJminTt3mjqMFo/j5MmT2rNnj+bPn689e/Zo9erV+vjjj3XrrbeeNW4wGHScm8OHDxu7BfXZzoUk3XTTTY6+vPPOOy3G9Nu5kNTk9/n666/LsizdcccdLcb18lycy9/W8+W7cUEwciGuAddee6394IMPOt7r37+/PXfu3Lj7P/nkk3b//v0d7z3wwAN2bm6usT4m4siRI7Ykx7XTZ9q8ebMtyf7mm2+869hZLFiwwB48ePA57+/389Doscces/v06WM3NDTE/dxv50KSvWbNmtjrhoYGOxwO24sWLYq9V1NTY4dCIfvVV19tNs6UKVPsm266yfHexIkT7WnTprne53jOPI54/vu//9uWZB86dKjZfZYvX26HQiF3O3eO4h3DzJkz7dtuuy2hOOfDubjtttvsG2+8scV92vJc2HbTv63n63cjVZ0XlY7a2lp98MEHmjBhguP9CRMmaNu2bXHbbN++vcn+EydO1O7du1VXV2esr+equrpaks7pCYdDhgxRVlaWxo0bp82bN5vu2lmVlZUpOztbvXv31rRp0/TZZ581u6/fz4N0+v+/3nrrLd17771nfbiR385Fo/LyclVVVTl+14FAQKNHj272OyI1f35aauO16upqWZaliy++uMX9jh8/rl69eqlHjx665ZZbVFpa6k0Hm7FlyxZ17dpVV1xxhe677z4dOXKkxf39fi6+/PJLbdiwQT/+8Y/Pum9bnosz/7am8nfjfHReJB0mHtXblmzbVn5+vq6//npdddVVze6XlZWl1157TUVFRVq9erX69euncePGaevWrR721mn48OF688039Zvf/Eb/8i//oqqqKo0cOVJff/113P39fB4arV27VkePHtWsWbOa3ceP5+K7Gr8HiXxHGtsl2sZLNTU1mjt3ru65554Wn2jav39/rVixQuvXr9fbb7+tjIwMXXfddSorK/Owt3+Vl5enf/u3f9O7776rX/ziF9q1a5duvPFGRaPRZtv4/Vy88cYbyszM1O23397ifm15LuL9bU3V78b5ytij7U3w66N6E/Xwww/rd7/7nd5///0W9+vXr5/69esXez1ixAhVVlbq5z//uUaNGmW6m3Hl5eXF/nvQoEEaMWKE+vTpozfeeEP5+flx2/j1PDRatmyZ8vLylJ2d3ew+fjwX8ST6HWltGy/U1dVp2rRpamho0Msvv9zivrm5uY6Fmtddd52uvvpqvfjii1qyZInprjYxderU2H9fddVVuuaaa9SrVy9t2LChxUHbr+dCkl5//XX9zd/8zVnXZrTluWjpb2sqfTfOZ+dFpcPvj+pNxCOPPKL169dr8+bN6tGjR8Ltc3Nz2+xfb/F07txZgwYNarZPfj0PjQ4dOqRNmzbp7/7u7xJu66dz0XgFUSLfkcZ2ibbxQl1dnaZMmaLy8nIVFxe3WOWIJy0tTcOGDfPN+cnKylKvXr1a7I9fz4Ukvffeezp48GCrvidenYvm/ram2nfjfHdeJB2+f1TvObBtWw8//LBWr16td999V717925VnNLSUmVlZbncu9aLRqM6cOBAs33y23k40/Lly9W1a1f98Ic/TLitn85F7969FQ6HHb/r2tpalZSUNPsdkZo/Py21Ma0x4SgrK9OmTZtalZzatq29e/f65vx8/fXXqqysbLE/fjwXjZYtW6ahQ4dq8ODBCbc1fS7O9rc1lb4bKaEtVq+2hp8f1Xsu/v7v/94OhUL2li1b7MOHD8e2kydPxvY58xheeOEFe82aNfbHH39s//73v7fnzp1rS7KLiora4hBs27btn/zkJ/aWLVvszz77zN6xY4d9yy232JmZmefNefiu+vp6u2fPnvZTTz3V5DM/notjx47ZpaWldmlpqS3Jfv755+3S0tLYVR2LFi2yQ6GQvXr1avvDDz+07777bjsrK8uORCKxGNOnT3dc8fXb3/7WTk9PtxctWmQfOHDAXrRokd2uXTt7x44dbXIcdXV19q233mr36NHD3rt3r+O7Eo1Gmz2OgoIC+9e//rX96aef2qWlpfbf/u3f2u3atbN37tzp+TEcO3bM/slPfmJv27bNLi8vtzdv3myPGDHC7t69+3l1LhpVV1fbnTp1avapo219Ls7lb+v58t24EJw3SYdt+/dRvedCUtxt+fLlsX3OPIZnn33W7tOnj52RkWF/73vfs6+//np7w4YN3nf+O6ZOnWpnZWXZ7du3t7Ozs+3bb7/d3r9/f+xzv5+H7/rNb35jS7IPHjzY5DM/novGy3bP3GbOnGnb9ulLAxcsWGCHw2E7EAjYo0aNsj/88ENHjNGjR8f2b/SrX/3K7tevn92+fXu7f//+xhOplo6jvLy82e/K5s2bmz2OOXPm2D179rQ7dOhgX3rppfaECRPsbdu2tckxnDx50p4wYYJ96aWX2u3bt7d79uxpz5w5066oqHDE8Pu5aPTP//zPdseOHe2jR4/GjdHW5+Jc/raeL9+NCwGPtgcAAJ44L9Z0AACA8x9JBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8ARJBwAA8MT/B/kldx7HuLhpAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "imin, imax = 330, 350\n", + "jmin, jmax = 300, 320\n", + "ii, jj = 341, 308\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'k*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[341, 308] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.434376Z", + "start_time": "2025-02-13T20:47:22.320361Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[19.5 10.47832 21.97062913]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# End of Saturna Island\n", + "imin, imax = 340, 360\n", + "jmin, jmax = 280, 300\n", + "ii, jj = 358, 286\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj:jj+3])\n", + "plt.colorbar()\n", + "oc_bathy[358, 286:289] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.565019Z", + "start_time": "2025-02-13T20:47:22.451621Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[34.20848729 7.07451466]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Tumbo Island\n", + "imin, imax = 350, 370\n", + "jmin, jmax = 280, 300\n", + "ii, jj = 360, 288\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj:jj+2])\n", + "plt.colorbar()\n", + "oc_bathy[360, 288:290] = 0.\n", + "oc_bathy[361, 287:289] = 0.\n", + "oc_bathy[362, 286] = 0.\n", + "oc_bathy[363, 285] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.692548Z", + "start_time": "2025-02-13T20:47:22.581134Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[15.65010373 19.81978374]\n", + "[7.96354824 7.09524647]\n", + "7.63456318113539\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Russell Island near Fulford Harbour\n", + "# Piers Island near Swartz Bay\n", + "# Knapp Island near Swartz Bay\n", + "imin, imax = 360, 390\n", + "jmin, jmax = 220, 240\n", + "ii, jj = 376, 232\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'w*')\n", + "print (oc_bathy[ii, jj:jj+2])\n", + "ii, jj = 368, 225\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'y*')\n", + "print (oc_bathy[ii, jj:jj+2])\n", + "ii, jj = 366, 228\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[376, 232:234] = 0.\n", + "oc_bathy[368, 225:227] = 0\n", + "oc_bathy[366, 228] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.820232Z", + "start_time": "2025-02-13T20:47:22.707637Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ 4.01945455 10.08857708 11.3837 ]\n" + ] + }, + { + "data": { + "image/png": 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AjS4lJUUpKSl1buN2u+X1ei3HXLhwoUaNGqW0tDRJUlpamnJycrRw4UK9/fbbluNQgQAAwIKquTACXSSprKzMtFRUVDS4XdnZ2YqJidHtt9+uhx9+WCUlJXVuv2vXLiUnJ5vWjR49Wjt37rT1uSQQAABY4WAXRqdOnRQdHe1fMjIyGtSklJQU/eEPf9C2bdv08ssva+/evRoxYkSdCUlxcbFiY2NN62JjY1VcXGzrs+nCAAAgyAoLC+XxePyv3W53g+JMnDjR/+devXqpf//+io+P1+bNmzVu3Lha97t2WnHDMGxPNU4CAQCAFQ4+ytrj8ZgSCKf4fD7Fx8crLy+v1m28Xm+1akNJSUm1qkR96MIAAMAKl0NLIzp58qQKCwvl8/lq3SYpKUlZWVmmdVu2bNGgQYNsfRYVCAAALPjmIMhAYthx9uxZffbZZ/7X+fn5OnjwoNq1a6d27dopPT1d48ePl8/n0xdffKGnn35at9xyi37wgx/495kyZYo6dOjgH2fx+OOPa8iQIXr++ed1//33a+PGjdq6dat27Nhhq20kEAAAhKh9+/Zp+PDh/tepqamSpKlTp2rJkiU6fPiwVq1apdOnT8vn82n48OFau3atoqKi/PsUFBQoIuKfHQ6DBg3SmjVr9Oyzz+q5555Tly5dtHbtWg0cONBW21yGYRgBHp+jysrKFB0dra7eb6tZRDNHYnr7/9iROFVue8JeP1F9fje0u6PxbiRjlx9xNF7h/N87Gu9iZbmj8dp4Ojgar+xUvqPxgGC7fOWy8oqPqrS0tFHGFEj/vC4NHpOh5i1aBRTr0sUL+tP/SWvU9gYLFQgAAKxwYgxD+MylxSBKAABgHxUIAACscPA2znBAAgEAgBV0YZjQhQEAAGyjAgEAgAVN8RyIUEYCAQCAFXRhmNCFAQAAbKMCAQCAFS45cBeGIy0JCSQQAABYQReGCQkEAABWkECYMAYCAADYdkNUIIr3LXc03qXZ/RyNp71MptVQng7OTLjmj9fvAUfj6SZn22cc3u9oPDGZFmAdT6I0uSESCAAAHBE+1/+A0YUBAABsowIBAIAVEQr8n91h9M92EggAAKzgLgyTMMqFAABAsFCBAADACu7CMCGBAADACrowTGx1YWRkZGjAgAGKiopSTEyMxo4dq2PHjpm2MQxD6enpiouLU2RkpIYNG6YjR4442mgAANC0bCUQOTk5mj59unbv3q2srCxdunRJycnJKi8v92/zwgsv6JVXXtHixYu1d+9eeb1ejRo1SmfOnHG88QAABI3LoSVM2OrCeO+990yvly9frpiYGH344YcaMmSIDMPQwoUL9cwzz2jcuHGSpJUrVyo2NlarV6/WI4884lzLAQAIJrowTAK6C6O0tFSS1K5dO0lSfn6+iouLlZyc7N/G7XZr6NCh2rlzZ40xKioqVFZWZloAAAg5VYMoA13CRIMHURqGodTUVN11113q1auXJKm4uFiSFBsba9o2NjZWx48frzFORkaG5s2b19BmNIkTRR86Gq9nx2mOxjvy5QpH44Wygbc6G+/LmBaOxtu26E5H4w1/1NlfPm3KChyNV36m2NF4AEJXgysQM2bM0EcffaS333672nuuazIswzCqrauSlpam0tJS/1JYWNjQJgEA0HgYA2HSoArEzJkztWnTJuXm5qpjx47+9V6vV9LVSoTP5/OvLykpqVaVqOJ2u+V2uxvSDAAAgocxECa2KhCGYWjGjBlat26dtm3bpoSEBNP7CQkJ8nq9ysrK8q+rrKxUTk6OBg0a5EyLAQBAk7NVgZg+fbpWr16tjRs3Kioqyj/mITo6WpGRkXK5XJo1a5bmz5+vrl27qmvXrpo/f75at26thx56qFEOAACAoKACYWIrgViyZIkkadiwYab1y5cv17Rp0yRJc+bM0fnz5/XYY4/p1KlTGjhwoLZs2aKoqChHGgwAQJPgUdYmthIIwzDq3cblcik9PV3p6ekNbRMAAAhxzIUBAIAVdGGYkEAAAGAFCYRJQE+iBAAANyYqEAAAWEEFwoQEAgAAC7gJwyxkE4i2N9+u5s2cmZfg1IlPHIlzvXB6bg3PtxLq38iGXYfnOhZr+u3dHYslSZtuOeBovLHLjjgar03PSEfjuU58z9F45buXOhoPCClNkEHk5ubqxRdf1IcffqiioiKtX79eY8eOlSRdvHhRzz77rN599119/vnnio6O1ne/+10tWLBAcXFxtcZcsWKFfvzjH1dbf/78ebVq1cpy2xgDAQBAiCovL1efPn20ePHiau+dO3dO+/fv13PPPaf9+/dr3bp1+vTTT/X973+/3rgej0dFRUWmxU7yIIVwBQIAgJDjUBdEWVmZ6XVt80KlpKQoJSWlxhjR0dGmqSMk6bXXXtOdd96pgoICde7cudbPd7lc/vmrGooKBAAAVjg4G2enTp0UHR3tXzIyMhxpYmlpqVwul9q2bVvndmfPnlV8fLw6duyo++67TwcO2O++pQIBAECQFRYWyuPx+F87MSv1hQsX9NRTT+mhhx4yxb5W9+7dtWLFCvXu3VtlZWX69a9/rcGDB+vQoUPq2rWr5c8jgQAAwAoHb+P0eDx1XuTtunjxoiZNmqQrV67oN7/5TZ3bJiYmKjEx0f968ODBuuOOO/Taa69p0aJFlj+TBAIAAAtC9TbOixcvasKECcrPz9e2bdtsJyYREREaMGCA8vLy7O1na2sAABAyqpKHvLw8bd26VTfffLPtGIZh6ODBg/L5fLb2owIBAIAVTVCCOHv2rD777DP/6/z8fB08eFDt2rVTXFycHnjgAe3fv1///d//rcuXL6u4uFiS1K5dO7Vs2VKSNGXKFHXo0ME/UHPevHlKTExU165dVVZWpkWLFungwYN6/fXXbbWNBAIAACua4FHW+/bt0/Dhw/2vU1NTJUlTp05Venq6Nm3aJEn613/9V9N+27dv17BhwyRJBQUFioj4Z4fD6dOn9fOf/1zFxcWKjo5W3759lZubqzvvvNNW20ggAACwogkSiGHDhskwjFrfr+u9KtnZ2abXr776ql599VV7DakBYyAAAIBtVCAAALCC2ThNQjaBOH3yUzWLaNbUzYCkslP5jsYb8cAHjsXa9se7HYslSa3inJnArUp5/gVH42X9//0cjTcya7uj8YBwFqq3cTYVujAAAIBtIVuBAAAgpFCCMCGBAADACsZAmNCFAQAAbKMCAQCABfRgmJFAAABgBV0YJnRhAAAA26hAAABgBRUIExIIAACsYBCECQkEAAAWkD+YMQYCAADYRgUC9WofN8DReF/vXupYrJF3OTtPR9mJI47Ga+mOdjTe8Dxn59Zo0dfZ9mm/s+GAkMIYCBMSCAAArCCBMKELAwAA2EYFAgAAC1xyyRXgKEhXGJUgSCAAALCCLgwTujAAAIBtVCAAALCCCoQJCQQAAFaQQJjQhQEAAGyjAgEAgAU8ytqMBAIAACvIIExIIAAAsIIxECYhm0D8+ZMl8nhuciRWz47THIlzo3JFtHA0npNzaxR/sc2xWI3h3NmvnQ2441NHw9068AlH4wG4cYRsAgEAQCihB8OMBAIAACvowjDhNk4AAGAbFQgAAKygD8OEBAIAAAvIH8zowgAAALZRgQAAwAoGUZqQQAAAYAUJhIntLozc3FyNGTNGcXFxcrlc2rBhg+n9adOmyeVymZbExESn2gsAwA2jvmuuYRhKT09XXFycIiMjNWzYMB05cqTeuJmZmerRo4fcbrd69Oih9evX226b7QSivLxcffr00eLFi2vd5p577lFRUZF/effdd203DACAUFI1iDLQxY76rrkvvPCCXnnlFS1evFh79+6V1+vVqFGjdObMmVpj7tq1SxMnTtTkyZN16NAhTZ48WRMmTNCePXtstc12F0ZKSopSUlLq3Mbtdsvr9VqKV1FRoYqKCv/rsrIyu00CAKDxOXgbxrXXOrfbLbfbXW3zuq65hmFo4cKFeuaZZzRu3DhJ0sqVKxUbG6vVq1frkUceqXG/hQsXatSoUUpLS5MkpaWlKScnRwsXLtTbb79t+VAaZQxEdna2YmJi1LZtWw0dOlS/+tWvFBMTU+O2GRkZmjdvXmM0Aw4p+XKno/G8/X/sWCxf21sdiyVJRR+/42g8p/V+7UlH493d09kO2f9zYZZjsQpfX+hYLMARDo6B6NSpk2n13LlzlZ6ebitUfn6+iouLlZyc7F/ndrs1dOhQ7dy5s9YEYteuXXriCfM8OKNHj9bChQttfb7jCURKSop++MMfKj4+Xvn5+Xruuec0YsQIffjhhzVmV2lpaUpNTfW/Lisrq/aDBQAgnBQWFsrj8fhf13R9rE9xcbEkKTY21rQ+NjZWx48fr3O/mvapimeV4wnExIkT/X/u1auX+vfvr/j4eG3evNlfYvmm2so2AACEFAd6MKoqEB6Px5RABBTymkYZhlFtnRP7XKvRHyTl8/kUHx+vvLy8xv4oAI0g5vDnGjt1vmIOf97UTQGalsuhxSFVYw2vrRyUlJRUqzBcu5/dfWrS6AnEyZMnVVhYKJ/P19gfBaARdN+4Q532fKxum3Y0dVMAfENCQoK8Xq+ysrL86yorK5WTk6NBgwbVul9SUpJpH0nasmVLnfvUxHYXxtmzZ/XZZ5/5X+fn5+vgwYNq166d2rVrp/T0dI0fP14+n09ffPGFnn76ad1yyy36wQ9+YPejADSRqK9OqNWpM5JL6vrubknS7Zt365Oxd0uGdOFbUTrT4ZYmbiUQbA72YVhU1zW3c+fOmjVrlubPn6+uXbuqa9eumj9/vlq3bq2HHnrIv8+UKVPUoUMHZWRkSJIef/xxDRkyRM8//7zuv/9+bdy4UVu3btWOHfb+kWA7gdi3b5+GDx/uf101AHLq1KlasmSJDh8+rFWrVun06dPy+XwaPny41q5dq6ioKLsfBaCJTBs5y/9n4x//j/x7mSaNf86//rVP3gpuo4Am1hSTadV1zV2xYoXmzJmj8+fP67HHHtOpU6c0cOBAbdmyxXTNLSgoUETEPzscBg0apDVr1ujZZ5/Vc889py5dumjt2rUaOHCgrbbZTiCGDRsmwzBqff/999+3GxJAiHn/xX/Xd5/6rZpdvuL/91LV/y83i9DWBTXfHgbAWfVdc10ul9LT0+u8BTQ7O7vaugceeEAPPPBAQG1jLgwA1Xw6ZrBO3RZnqjhUeee/5ul/eyY0QauAJsZcGCYkEADqZLhcchmG///ADYsEwoQEAkCNzt3sUfkt0TrrbacjDwxTzz9m66biv+vczc7cuw7g+kYCAaBG5d6btWLbQl1p0VxyuXRk4ghFXLykKy1bNHXTgCZRNcN0oDHCBQkEgFqZkgWXi+QBNza6MExIIBogso2z97+fLz/haLxQd+ov6xyLVXGh1LFY14PTn1TUv5EN/9vF2cfIjxnfyrFYmQd/5lgsSfr6T793NB5uQCQQJo3+JEoAABB+qEAAAGBBUzxIKpSRQAAAYAVdGCZ0YQAAANuoQAAAYAG3cZqRQAAAYAVdGCZ0YQAAANuoQAAAYAUVCBMSCAAALOA2TjO6MAAAgG1UIAAAsIIuDJMbIoFoE+V1NF5U19GOxnMf3+VovNMnP3U0ntOcnL+iWXNn53JoExXnaLxW/5rsaDwZhqPh0r/zbUfjzd531LFYUd9t61gsSYo4+2+Oxis69Jaj8RD6uI3T7IZIIAAACBgVCBPGQAAAANuoQAAAYAUVCBMSCAAALOA2TjO6MAAAgG1UIAAAsCqMKgiBIoEAAMACujDM6MIAAAC2UYEAAMAK7sIwIYEAAMAK+jBM6MIAAAC2hWwFYsr6T9WidaQjsTyd7nYkTpUrkS0cjdcqOt7ReArxuTCc1GnWdEfjdU1y9tzmH77saLyKE5ccjffvOz5xNN6SuxycW6O/c6EkaXTJRUfjtf6svaPxzpX/r6Px4DwKEGYhm0AAABBSGANhQgIBAIAFVCDMGAMBAABsowIBAIAVdGGYkEAAAGABXRhmdGEAABCCbr31VrlcrmrL9Ok1332WnZ1d4/affOLs3VZVqEAAAGBBsCsQe/fu1eXL/7wV/C9/+YtGjRqlH/7wh3Xud+zYMXk8Hv/r9u2dveW4CgkEAABWBHkMxLUX/gULFqhLly4aOnRonfvFxMSobdu2DWicPXRhAAAQZGVlZaaloqKizu0rKyv11ltv6Sc/+Ylc9ZQx+vbtK5/Pp5EjR2r79u1ONtuEBAIAAAuudmFUH2Ngb7kaq1OnToqOjvYvGRkZdX72hg0bdPr0aU2bNq3WbXw+n958801lZmZq3bp16tatm0aOHKnc3FwHfwr/RBcGAABWONiFUVhYaBqn4Ha769xt6dKlSklJUVxcXK3bdOvWTd26dfO/TkpKUmFhoV566SUNGTIksHbXgAoEAABB5vF4TEtdCcTx48e1detW/exnP7P9OYmJicrLywukqbUK2QrEqh/cLo/nJkdiDd94ypE4VVwXrzgbzxWypyHkbZ71naZuQt0GNnUD6jYh82hTNyFo3n+mr6PxhhdUOhrv3OYljsaD85rqORDLly9XTEyMvve979ne98CBA/L5fPY/1AKuXAAAWNAUCcSVK1e0fPlyTZ06Vc2bmy/ZaWlp+uqrr7Rq1SpJ0sKFC3XrrbeqZ8+e/kGXmZmZyszMDKzRtSCBAADAiiZ4lPXWrVtVUFCgn/zkJ9XeKyoqUkFBgf91ZWWlZs+era+++kqRkZHq2bOnNm/erHvvvTfARteMBAIAgBCVnJwswzBqfG/FihWm13PmzNGcOXOC0KqrSCAAALCAuTDMSCAAALDAFXF1CTRGuAijQwEAAMFCBQIAAKvCqAsiULYrELm5uRozZozi4uLkcrm0YcMG0/uGYSg9PV1xcXGKjIzUsGHDdOTIEafaCwBAk6gaAxHoEi5sJxDl5eXq06ePFi9eXOP7L7zwgl555RUtXrxYe/fuldfr1ahRo3TmzJmAGwsAAEKD7S6MlJQUpaSk1PieYRhauHChnnnmGY0bN06StHLlSsXGxmr16tV65JFHAmstAABNxYkKwo1cgahLfn6+iouLlZyc7F/ndrs1dOhQ7dy5s8Z9Kioqqk1rCgBAqKELw8zRQZTFxcWSpNjYWNP62NhYHT9+vMZ9MjIyNG/ePCebUV2Es2csovSso/EuV95YSVNkm1uaugn4h/8a/+2mbsJ1a/tvnZ3oZNT/28LReH9btsjReMC1GuU2Ttc1KZZhGNXWVUlLS1Npaal/KSwsbIwmAQAQECoQZo5WILxer6SrlYhvzv5VUlJSrSpRxe121zsPOgAATY0nUZo5WoFISEiQ1+tVVlaWf11lZaVycnI0aNAgJz8KAICgogJhZrsCcfbsWX322Wf+1/n5+Tp48KDatWunzp07a9asWZo/f766du2qrl27av78+WrdurUeeughRxsOAACaju0EYt++fRo+fLj/dWpqqiRp6tSpWrFihebMmaPz58/rscce06lTpzRw4EBt2bJFUVFRzrUaAIAgowvDzHYCMWzYsFqnFpWuDqBMT09Xenp6IO0CACCkkECYMZkWAACwjcm0AACwgAqEGQkEAAAWkECY0YUBAABsowIBAIAFVCDMQjaB+N5P96h5i0hHYjU7ccqROFXO/m2Po/GMK5cdjRfqou+f1NRNAEJO1v93h6Pxvvvhvzkar+jQW47Gux65FPhkmmGUP9CFAQAA7AvZCgQAAKGELgwzEggAACyIcF1dAo0RLkggAACwgAqEGWMgAACAbVQgAACw4GoFova5oKzGCBckEAAAWMAYCDO6MAAAgG1UIAAAsMKBQZTh9CQpEggAACyIkANdGI60JDSE07EAAIAgoQIBAIAFPAfCLGQTiIgOLRXhbulMsOIKZ+L8Q0t3W0fjnTv7N0fjhTrjT39xMFp/B2MB4WPr5u86Gq9nRybT4i4MM7owAACAbSQQAABYUFWBCHSxKj09XS6Xy7R4vd4698nJyVG/fv3UqlUr3XbbbXrjjTcCPOrahWwXBgAAoaQpxkD07NlTW7du9b9u1qxZrdvm5+fr3nvv1cMPP6y33npLf/rTn/TYY4+pffv2Gj9+fEObXCsSCAAALGiKMRDNmzevt+pQ5Y033lDnzp21cOFCSdK3v/1t7du3Ty+99FKjJBB0YQAAEGRlZWWmpaKi5sH+eXl5iouLU0JCgiZNmqTPP/+81pi7du1ScnKyad3o0aO1b98+Xbx40dH2SyQQAABYEuHQIkmdOnVSdHS0f8nIyKj2eQMHDtSqVav0/vvv63e/+52Ki4s1aNAgnTx5ssb2FRcXKzY21rQuNjZWly5d0okTJwI8+urowgAAwAInuzAKCwvl8Xj8691ud7VtU1JS/H/u3bu3kpKS1KVLF61cuVKpqak1xnddM8jCMIwa1zuBBAIAgCDzeDymBMKKNm3aqHfv3srLy6vxfa/Xq+LiYtO6kpISNW/eXDfffHOD21obujAAALCg6i6MQJeGqqio0NGjR+Xz+Wp8PykpSVlZWaZ1W7ZsUf/+/dWiRYuGf3AtSCAAALAg2M+BmD17tnJycpSfn689e/bogQceUFlZmaZOnSpJSktL05QpU/zbP/roozp+/LhSU1N19OhRLVu2TEuXLtXs2bOd/lFIogsDAICQ9OWXX+rBBx/UiRMn1L59eyUmJmr37t2Kj4+XJBUVFamgoMC/fUJCgt5991098cQTev311xUXF6dFixY1yi2ckuQyqkZYhIiysjJFR0fr1OlseTw3ORJzxC/+7EicKqXvrXE03oVzf3c03o3kyJcrmroJAGzq2XGaY7EuX7msvOKjKi0ttT2mwKqq61LazjfV6qbIgGJdOHteGYN+3qjtDRYqEAAAWMBkWmaMgQAAALZRgQAAwIJvPggqkBjhggQCAAAL6MIwI4EAAMACEgizcKqmAACAIKECAQCABVQgzEggAACwgATCjC4MAABgGxUIAAAsaCapmQIrITRzpikhgQQCAAALXA50YQQyG2eouSESiG2L7nQ03vDEg47Gu3Bup6PxQp6D36Dhk/7kWCxJ2r5msKPxAFTn5Bw2ZWVn9a22wxyLB+tuiAQCAIBAMYjSjAQCAAALSCDMuAsDAADYRgUCAAALmEzLjAQCAAALIuRSRICDwCMCvA00lJBAAABgAWMgzMKpmgIAAIKECgQAABY0c11dAo0RLhyvQKSnp8vlcpkWr9fr9McAABBUEXI5soSLRqlA9OzZU1u3bvW/btYsnJ7+DQAAGiWBaN68OVUHAEBYYRClWaMMoszLy1NcXJwSEhI0adIkff7557VuW1FRobKyMtMCAECocbmu3sYZyOIKo9m0HK9ADBw4UKtWrdLtt9+ur7/+Wv/xH/+hQYMG6ciRI7r55purbZ+RkaF58+Y53YxGtX33zx2N17PjDTaZlmE4Fqpkx+8ciyVJwyc7m1Nv/88kR+MBQKhwvAKRkpKi8ePHq3fv3vrud7+rzZs3S5JWrlxZ4/ZpaWkqLS31L4WFhU43CQCAgFV1YQS6hItGv42zTZs26t27t/Ly8mp83+12y+12N3YzAAAISDO51CzAuygC3T+UNPqDpCoqKnT06FH5fL7G/igAABAkjicQs2fPVk5OjvLz87Vnzx498MADKisr09SpU53+KAAAgoYuDDPHuzC+/PJLPfjggzpx4oTat2+vxMRE7d69W/Hx8U5/FAAAQVN1J0WgMcKF4wnEmjVrnA4JAECTYzpvs3A6FgAAECRMpgUAgAV0YZiRQAAAYAGzcZrRhQEAAGwjgQAAwIJgz4WRkZGhAQMGKCoqSjExMRo7dqyOHTtW5z7Z2dly/eNzvrl88skngR5+NXRhhIAjX65wNF7PjtMcjXcjKdn+W0fjDf+Rc/N+SNL2PwxyNB4A6yLkUkSAT5K0s39OTo6mT5+uAQMG6NKlS3rmmWeUnJysjz/+WG3atKlz32PHjsnj8fhft2/fvsFtrg0JBAAAIei9994zvV6+fLliYmL04YcfasiQIXXuGxMTo7Zt2zZi6+jCAADAEiefRFlWVmZaKioq6v380tJSSVK7du3q3bZv377y+XwaOXKktm/fHtBx14YEAgAACwId//DN20A7deqk6Oho/5KRkVHnZxuGodTUVN11113q1atXrdv5fD69+eabyszM1Lp169StWzeNHDlSubm5jv4sJLowAAAIusLCQtMYhfpmpZ4xY4Y++ugj7dixo87tunXrpm7duvlfJyUlqbCwUC+99FK93R52UYEAAMCCqkGUgS6S5PF4TEtdCcTMmTO1adMmbd++XR07drTd7sTEROXl5TX4uGtDBQIAAAuC/SRKwzA0c+ZMrV+/XtnZ2UpISGjQZx44cEA+n69B+9aFBAIAAAuC/STK6dOna/Xq1dq4caOioqJUXFwsSYqOjlZkZKQkKS0tTV999ZVWrVolSVq4cKFuvfVW9ezZU5WVlXrrrbeUmZmpzMzMwBpeAxIIAABC0JIlSyRJw4YNM61fvny5pk2bJkkqKipSQUGB/73KykrNnj1bX331lSIjI9WzZ09t3rxZ9957r+PtI4EAAMCCpujCqM+KFStMr+fMmaM5c+bYbVaDkEAAAGBBsJ9EGeq4CwMAANhGBSIMMbdG6CjJedPReD07OhvP6b8rQDhzOdCFYWcyrVBHAgEAgAXBHgMR6ujCAAAAtlGBAADAgggF/q/ucPpXOwkEAAAWRMiBLgzuwgAAADcyKhAAAFjAIEozEggAACwggTAjgQAAwIJmkpoFOIahmTNNCQmMgQAAALZRgQAAwAK6MMxIIAAAsIBHWZvRhQEAAGyjAoF6xYx9zNF4JRt+42g8NJzTE6UxORfCGV0YZiQQAABYECFXwE+S5EmUAADghkYFAgAAC+jCMCOBAADAAhIIM7owAACAbVQgAACwgEGUZiQQAABYQBeGGQkEAAAWkECYMQYCAADYRgUCAAALqECYkUAAAGCBSxGKCLBw7wqjwj8JBOq1ffGdjsbrn/VfjsU6X37CsVgInNNzaziJeToAZ5FAAABgAV0YZiQQAABYQAJhFj6dMQAAIGioQAAAYAEVCDMSCAAALOBR1mZ0YQAAANuoQAAAYAFdGGYkEAAAWHA1gQiscB9OCUSjdWH85je/UUJCglq1aqV+/frpgw8+aKyPAgCg0VVVIAJd7LJ7Pc3JyVG/fv3UqlUr3XbbbXrjjTcaesh1apQEYu3atZo1a5aeeeYZHThwQHfffbdSUlJUUFDQGB8HAEBYsns9zc/P17333qu7775bBw4c0NNPP61f/OIXyszMdLxtLsMwDKeDDhw4UHfccYeWLFniX/ftb39bY8eOVUZGhmnbiooKVVRU+F+Xlpaqc+fOOl6wWR5PG6ebhhAw9I5nHYt1/txJx2IhvP35kyX1b4TrTllZueI7f0+nT59WdHR0I31GmaKjox25LlW1t7CwUB6Px7/e7XbL7XZX297O9VSSnnzySW3atElHjx71r3v00Ud16NAh7dq1K6C2V2M4rKKiwmjWrJmxbt060/pf/OIXxpAhQ6ptP3fuXEMSCwsLCwtLg5e//vWvTl/O/M6fP294vV7H2nrTTTdVWzd37txqn2v3emoYhnH33Xcbv/jFL0zr1q1bZzRv3tyorKx07GdiGIbh+CDKEydO6PLly4qNjTWtj42NVXFxcbXt09LSlJqa6n99+vRpxcfHq6CgoNGyyWAoKytTp06dqmWZ15twOI5wOAYpPI4jHI5B4jhCSVXVul27do32Ga1atVJ+fr4qKysdiWcYhlzXjIWoqfpg93oqScXFxTVuf+nSJZ04cUI+ny/A1v9To92Fce0Pp6YfmFR72SY6Ovq6/Qv9TR6Ph+MIEeFwDFJ4HEc4HIPEcYSSiIjGfaxRq1at1KpVq0b9jNpYvZ7WtX1N6wPl+E/8lltuUbNmzaplRyUlJdWyIgAAULOGXE+9Xm+N2zdv3lw333yzo+1zPIFo2bKl+vXrp6ysLNP6rKwsDRo0yOmPAwAgLDXkepqUlFRt+y1btqh///5q0aKFo+1rlJpPamqqfv/732vZsmU6evSonnjiCRUUFOjRRx+td1+32625c+fW2K1xPeE4Qkc4HIMUHscRDscgcRyhJByOoS71XU/T0tI0ZcoU//aPPvqojh8/rtTUVB09elTLli3T0qVLNXv2bMfb1ii3cUpXH3zxwgsvqKioSL169dKrr76qIUOGNMZHAQAQtuq6nk6bNk1ffPGFsrOz/dvn5OToiSee0JEjRxQXF6cnn3zS0j/g7Wq0BAIAAIQvZuMEAAC2kUAAAADbSCAAAIBtJBAAAMC2JkkgQnVqUqsyMjI0YMAARUVFKSYmRmPHjtWxY8fq3Cc7O1sul6va8sknnwSp1dWlp6dXa4/X661zn1A7F7feemuNP9fp06fXuH2onIfc3FyNGTNGcXFxcrlc2rBhg+l9wzCUnp6uuLg4RUZGatiwYTpy5Ei9cTMzM9WjRw+53W716NFD69evb6QjuKqu47h48aKefPJJ9e7dW23atFFcXJymTJmiv/3tb3XGXLFiRY3n6MKFC0E/BunqKPdr25KYmFhv3FA6F5Jq/Jm6XC69+OKLtcYM9rmw8rv1evlu3AiCnkCE8tSkVuXk5Gj69OnavXu3srKydOnSJSUnJ6u8vLzefY8dO6aioiL/0rVr1yC0uHY9e/Y0tefw4cO1bhuK52Lv3r2m9lc9QOWHP/xhnfs19XkoLy9Xnz59tHjx4hrff+GFF/TKK69o8eLF2rt3r7xer0aNGqUzZ87UGnPXrl2aOHGiJk+erEOHDmny5MmaMGGC9uzZ01iHUedxnDt3Tvv379dzzz2n/fv3a926dfr000/1/e9/v964Ho/HdH6Kiooa7THC9Z0LSbrnnntMbXn33XfrjBlq50JStZ/nsmXL5HK5NH78+DrjBvNcWPnder18N24Ijk7NZcGdd95pPProo6Z13bt3N5566qkat58zZ47RvXt307pHHnnESExMbLQ22lVSUmJIMnJycmrdZvv27YYk49SpU8FrWD3mzp1r9OnTx/L218O5ePzxx40uXboYV65cqfH9UDwPkoz169f7X1+5csXwer3GggUL/OsuXLhgREdHG2+88UatcSZMmGDcc889pnWjR482Jk2a5Hiba3LtcdTkz3/+syHJOH78eK3bLF++3IiOjna2cRbVdAxTp0417r//fltxrodzcf/99xsjRoyoc5umPBeGUf136/X63QhXQa1AVFZW6sMPP1RycrJpfXJysnbu3FnjPrt27aq2/ejRo7Vv3z5dvHix0dpqR2lpqSRZmg2ub9++8vl8GjlypLZv397YTatXXl6e4uLilJCQoEmTJunzzz+vddtQPxeVlZV666239JOf/KTeSWNC7Tx8U35+voqLi00/a7fbraFDh9b6PZFqPz917RNspaWlcrlcatu2bZ3bnT17VvHx8erYsaPuu+8+HThwIDgNrEV2drZiYmJ0++236+GHH1ZJSUmd24f6ufj666+1efNm/fSnP61326Y8F9f+bg3n78b1KKgJRGNMTdrUDMNQamqq7rrrLvXq1avW7Xw+n958801lZmZq3bp16tatm0aOHKnc3NwgttZs4MCBWrVqld5//3397ne/U3FxsQYNGqSTJ0/WuH2on4sNGzbo9OnTmjZtWq3bhOJ5uFbVd8HO96RqP7v7BNOFCxf01FNP6aGHHqpz5sfu3btrxYoV2rRpk95++221atVKgwcPVl5eXhBb+08pKSn6wx/+oG3btunll1/W3r17NWLECFVUVNS6T6ifi5UrVyoqKkrjxo2rc7umPBc1/W4N1+/G9arRpvOuS6hOTdoQM2bM0EcffaQdO3bUuV23bt3UrVs3/+ukpCQVFhbqpZdearJHfKekpPj/3Lt3byUlJalLly5auXKlUlNTa9wnlM/F0qVLlZKSori4uFq3CcXzUBu735OG7hMMFy9e1KRJk3TlyhX95je/qXPbxMRE0yDFwYMH64477tBrr72mRYsWNXZTq5k4caL/z7169VL//v0VHx+vzZs313kBDtVzIUnLli3Tj370o3rHMjTluajrd2s4fTeuZ0GtQIT61KR2zZw5U5s2bdL27dvVsWNH2/snJiY22b+qatKmTRv17t271jaF8rk4fvy4tm7dqp/97Ge29w2181B1J4yd70nVfnb3CYaLFy9qwoQJys/PV1ZWVp3Vh5pERERowIABIXOOfD6f4uPj62xPqJ4LSfrggw907NixBn1XgnUuavvdGm7fjetdUBOIUJ+a1CrDMDRjxgytW7dO27ZtU0JCQoPiHDhwQD6fz+HWNVxFRYWOHj1aa5tC8VxUWb58uWJiYvS9733P9r6hdh4SEhLk9XpNP+vKykrl5OTU+j2Raj8/de3T2KqSh7y8PG3durVBiaZhGDp48GDInKOTJ0+qsLCwzvaE4rmosnTpUvXr1099+vSxvW9jn4v6freG03cjLAR71OaaNWuMFi1aGEuXLjU+/vhjY9asWUabNm2ML774wjAMw3jqqaeMyZMn+7f//PPPjdatWxtPPPGE8fHHHxtLly41WrRoYfzxj38MdtP9/v3f/92Ijo42srOzjaKiIv9y7tw5/zbXHserr75qrF+/3vj000+Nv/zlL8ZTTz1lSDIyMzOb4hAMwzCMX/7yl0Z2drbx+eefG7t37zbuu+8+Iyoq6ro6F4ZhGJcvXzY6d+5sPPnkk9XeC9XzcObMGePAgQPGgQMHDEnGK6+8Yhw4cMB/d8KCBQuM6OhoY926dcbhw4eNBx980PD5fEZZWZk/xuTJk013L/3pT38ymjVrZixYsMA4evSosWDBAqN58+bG7t27m+Q4Ll68aHz/+983OnbsaBw8eND0XamoqKj1ONLT04333nvP+Otf/2ocOHDA+PGPf2w0b97c2LNnT9CP4cyZM8Yvf/lLY+fOnUZ+fr6xfft2IykpyejQocN1dS6qlJaWGq1btzaWLFlSY4ymPhdWfrdeL9+NG0HQEwjDMIzXX3/diI+PN1q2bGnccccdptsfp06dagwdOtS0fXZ2ttG3b1+jZcuWxq233lrrX/5gkVTjsnz5cv821x7H888/b3Tp0sVo1aqV8a1vfcu46667jM2bNwe/8d8wceJEw+fzGS1atDDi4uKMcePGGUeOHPG/fz2cC8MwjPfff9+QZBw7dqzae6F6HqpuJ712mTp1qmEYV29Xmzt3ruH1eg23220MGTLEOHz4sCnG0KFD/dtXeeedd4xu3boZLVq0MLp3797oiVFdx5Gfn1/rd2X79u21HsesWbOMzp07Gy1btjTat29vJCcnGzt37mySYzh37pyRnJxstG/f3mjRooXRuXNnY+rUqUZBQYEpRqifiyq//e1vjcjISOP06dM1xmjqc2Hld+v18t24ETCdNwAAsI25MAAAgG0kEAAAwDYSCAAAYBsJBAAAsI0EAgAA2EYCAQAAbCOBAAAAtpFAAAAA20ggAACAbSQQAADANhIIAABg2/8FqXobfwcIe+kAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Samuel Island north end of Saturna\n", + "imin, imax = 360, 390\n", + "jmin, jmax = 260, 280\n", + "ii, jj = 374, 271\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii:ii+3, jj])\n", + "plt.colorbar()\n", + "oc_bathy[374:377, 271] = 0.\n", + "oc_bathy[378, 269] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:22.951379Z", + "start_time": "2025-02-13T20:47:22.838836Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4.05913749 5.95162412 7.52014806]\n" + ] + }, + { + "data": { + "image/png": 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n1mQkz/PeeOAbAACID0Y6AABwi4OXzCYDkg4AANzC9IoN0ysAACAuGOkAAMAlibhPh5eRdAAA4BamV2yYXgEAAHHBSAcAAG6x5MDVK460xBNIOgAAcAvTKzYkHQAAuIWkw4Y1HQAAIC4Y6cBFySo/4Fis4LG/ORbLjXh68wNHw3XoeIWj8da/97Wj8dq09TkWy5cacCyWJIWqqxyNh1aAO5LakHQAAOCm5MkZYsb0CgAAiAtGOgAAcEuKYv/zPomGB0g6AABwC1ev2CRR/gQAALyMkQ4AANzC1Ss2JB0AALiF6RUbplcAAEBcMNIBAIBbGOmwIekAAMAtJB02JB0AALiFhaQ2rOkAAABxwUgHAABuYXrFhqQDAAC3kHTYML0CAADigpEOAADcwkiHDUkHAABu4eoVG5IOXJTa3zHYuWCLPnAuVitw+uTXiW5Ck2rPhjwZCwBJBwAA7mF6xYakAwAAt5B02HD1CgAAiAtGOgAAcAsjHTYkHQAAuISLV+yinl7ZsmWLJk6cqMzMTFmWpTVr1oTfO3PmjJ555hkNGDBAHTt2VGZmpqZPn64vv/yyyZjLli2TZVkNturq6qgPCAAAz6jPOmLdouDlfjrqpOPkyZMaOHCgFi1a1OC9U6dOac+ePZozZ4727NmjVatW6dNPP9Udd9zRbFy/36/Dhw/bttTU1GibBwDARc3L/XTU0ys5OTnKycmJ+F4gENDGjRtt+15++WXdeOONKi8vV/fu3RuNa1mW0tPTL7gdoVBIodC/rqEPBoMXXBcAgLhxaHrk/H7O5/PJ5/M1KOeVfjoS169eqaqqkmVZuuyyy5osd+LECfXo0UPdunXT7bffrpKSkibLFxQUKBAIhLesrCwHWw0AgAMshzZJWVlZtn6voKDAkSa61U9H4mrSUV1drWeffVb333+//H5/o+X69u2rZcuWad26dXrnnXeUmpqqESNGqLS0tNE6eXl5qqqqCm8VFRVuHAIAAJ5QUVFh6/fy8vJijulmPx2Ja1evnDlzRlOnTlVdXZ1eeeWVJstmZ2crOzs7/HrEiBG6/vrr9fLLL2vhwoUR6zQ2rAQAgGc4eMms3+9vMjGIltv9dCSuJB1nzpzR5MmTVVZWpvfffz/qDyklJUVDhgyJOoMCAMBLvHrJbKL6acenV+oPpLS0VJs2bdLll18edQxjjPbu3auMjAynmwcAwEUtkf101CMdJ06c0GeffRZ+XVZWpr1796pTp07KzMzUPffcoz179uh//ud/VFtbq8rKSklSp06d1L59e0nS9OnT1bVr1/AimHnz5ik7O1u9e/dWMBjUwoULtXfvXi1evDja5gEA4B0JGOrwcj8dddKxe/dujRkzJvw6NzdXkjRjxgzl5+dr3bp1kqTvfve7tnqbN2/W6NGjJUnl5eVKSfnXIMuxY8f0k5/8RJWVlQoEAho0aJC2bNmiG2+8MdrmAQDgHQm4DbqX+2nLGGOiOxxvCgaDCgQCOnqsSH7/pYluDjzu1vl7HYtVsWiBY7EAxEdtXa1KK/erqqrK0cWZ9er7pJse+7Xa+jrEFOts6LS2vvyka22NJ54yCwAA4oIHvgEA4BaeMmtD0oGL0h+e/a5jsYYs6+JYLEk6deIrR+Nl/vAxR+MNv+cSR+PtfDfUfKEoVCxe4Gg8IBZevWQ2UZheAQAAccFIBwAAbmGow4akAwAAt7Cmw4bpFQAAEBeMdAAA4BJmV+xIOgAAcAvTKzZMrwAAgLhgpAMAALcw0mFD0gEAgFtY1GFD0gEAgEvIOexY0wEAAOKCkQ4AANzCmg4bkg4AANxC0mHD9AoAAIgLRjoAAHCJJUtWjCtBrSQa6iDpAADALUyv2DC9AgAA4oKRDiBG3/3NDx2Nd/yocTTeiknXOhrPaS/59jsa7/enHnMs1pdLX3YsFi5SjHTYkHQAAOAWkg4bplcAAEBcMNIBAIBLuA26HUkHAABuIeuwIekAAMAtrOmwYU0HAACIC0Y6AABwCbMrdiQdAAC4hekVG6ZXAABAXDDSAQCAW5hfsSHpAADAJeQcdkyvAACAuGCkAwAAt7CQ1IakAwAAt5B02EQ9vbJlyxZNnDhRmZmZsixLa9assb1vjFF+fr4yMzPVoUMHjR49Wvv27Ws2bmFhofr16yefz6d+/fpp9erV0TYNAICLnpf76aiTjpMnT2rgwIFatGhRxPdffPFFvfTSS1q0aJF27dql9PR0jRs3TsePH2805vbt2zVlyhRNmzZNH330kaZNm6bJkydr586d0TYPAADPqF9IGusWDS/305YxxkRV49uVLUurV6/WpEmTJJ3LnjIzMzV79mw988wzkqRQKKQuXbrohRde0EMPPRQxzpQpUxQMBvX73/8+vO/WW2/Vd77zHb3zzjsR64RCIYVCofDrYDCorKwsHT1WJL//0pYeEhC1B4sPOBrv+NEWfyUjWjHpWkfjOe2lA/sdjff7/zzlWKwvl77sWCx4S21drUor96uqqkp+v9/x+MFgUIFAQP/384vVNrVDTLHOVp/Wpp/PUkVFha2tPp9PPp+vybqJ7KcjcXRNR1lZmSorKzV+/PjwPp/Pp1GjRmnbtm2NHsz27dv15JNP2vZNmDBBCxYsaPRnFRQUaN68eY60G4jF0S/rHI13ZdbFdVFZbl9nk6LNGR87Gg+IiYNrOrKysmy7586dq/z8/KhCxbOfjsTRpKOyslKS1KVLF9v+Ll266NChQ03Wi1SnPl4keXl5ys3NDb+uH+kAACAZRRrpiFY8++lIXLl6xTpvAsoY02BfrHUuZFgJAICEcuDmYPUjHX6/37GpoHj005E4Oo6bnp4uSQ0ynyNHjjTIkM6vF20dAAA8z3Joc0ii+2lHk46ePXsqPT1dGzduDO+rqalRcXGxhg8f3mi9YcOG2epI0oYNG5qsAwAAopPofjrq6ZUTJ07os88+C78uKyvT3r171alTJ3Xv3l2zZ8/W888/r969e6t37956/vnndckll+j+++8P15k+fbq6du2qgoICSdITTzyhkSNH6oUXXtCdd96ptWvXatOmTdq6dWu0zQMAwEMcnF+5QF7up6NOOnbv3q0xY8aEX9cv5pwxY4aWLVump59+WqdPn9Yjjzyio0ePaujQodqwYYPS0tLCdcrLy5WS8q9BluHDh2vFihV67rnnNGfOHPXq1UsrV67U0KFDo20eAACekYgHvnm5n47pPh1eUn9NNPfpQLzd884njsZz+pLZV2/q62g8r5v4inOXzH7+/K8ciwVvidd9Osa9+IradYjtPh1nTp/Wxqcfca2t8cSzVwAAcAvPXrEh6QAAwC0kHTYX160PAQBAwjDSAQCASyzLivoGWpFiJAuSDgAA3ML0ig1JBwAAbiHpsGFNBwAAiAtGOgAAcEkibg7mZSQdAAC4hekVG6ZXAABAXDDSAQCAS7hk1o6kA4hRp67ODhhe19nRcJ63+NMDjsY78acTjsVq06a9Y7Ekqba2xtF4aAWYXrFhegUAAMQFIx0AALiFkQ4bkg4AAFzCJbN2TK8AAIC4IOkAWqHOH3+uSTOeV+ePP090UwA0xXJoSxIkHUAr1HftVmXt/ER91m1NdFMANKH+ktlYt2TBmg6glUj74mulHj0uWVLvd3dIkq5Zv0MHJt0sGan6O2k63vWKBLcSgA0LSW1IOoBWYubY2eH/Nv/8d4d/BDX17jnh/S8fWB7fRgFAFJheAVqJ937xU9W2OfeVrf/Dp/7ftW1S9N4vfpqQdgFoAms6bBjpAFqJTyeO0NGrM20jG/V+9//N0//275mAVgFoCpfM2jHSAbRC5p+/hUwy/TYCkPQY6QBakVOX+3XyioBOpHfSvntGq/9/FenSyn/o1OX+RDcNQGP42yCMpANoRU6mX65l7y9QXbu2kmVp35RblHLmrOrat0t00wBEwPSKHUkH0MrYEgzLIuEA0GqQdAAA4Bbu02FD0gEAgFuYX7Hh6hUAABAXjHQAMaqrczbeNyHTfKEoPPmn/Y7G+z+XOftX18mzzh7vkU2/cTQeEAsGOuxIOgAAcAtrOmxIOgAAcAkjHXas6QAAAHHBSAcAAG5hesWGpAMAAJcwvWLn+PTKVVddJcuyGmyzZs2KWL6oqChi+QMHDjjdNAAAkp6X+2HHRzp27dql2tra8Ou//OUvGjdunO69994m6x08eFB+/78eWnXllVc63TQAAOIqESMdXu6HHU86zm/k/Pnz1atXL40aNarJep07d9Zll13mdHMAAEicBKzp8HI/7OrVKzU1NVq+fLkeeOABWc2kaoMGDVJGRobGjh2rzZs3Nxs7FAopGAzaNgAAktX5fV4oFGq2jpv9cEu4mnSsWbNGx44d08yZMxstk5GRoddff12FhYVatWqV+vTpo7Fjx2rLli1Nxi4oKFAgEAhvWVlZDrceAIDYnJteabheIrrtXKysrCxbv1dQUNDsz3ezH24Jyxjj7D2Iv2XChAlq3769/vu//zuqehMnTpRlWVq3bl2jZUKhkC3LCwaDysrK0tFjRfL7L21xm4Fo/bjI2cVW3S939it59LSj4Tx/G/Q3x7/gaDwkp9q6WpVW7ldVVZVtHYNTgsGgAoGAvv/262p3ySUxxTpz6pRW3/8TVVRU2Nrq8/nk8/marOtmP9wSrl0ye+jQIW3atEmrVq2Kum52draWL1/eZJkL+bABAEgWfr8/qgTJ7X64JVxLOpYuXarOnTvre9/7XtR1S0pKlJGR4UKrAACIn0Tep8OL/bArSUddXZ2WLl2qGTNmqG1b+4/Iy8vTF198obfeekuStGDBAl111VXq379/eMFLYWGhCgsL3WgaAABxk6ikw6v9sCtJx6ZNm1ReXq4HHnigwXuHDx9WeXl5+HVNTY2eeuopffHFF+rQoYP69++v9evX67bbbnOjaQAAxE+CboPu1X7Y1YWk8VS/aIeFpIg3FpLGhoWkSIR4LSS9e6UzC0kLp/zEtbbGE89eAQDAJTx7xY6kAwAAl1gp57ZYYyQLkg4gRicdvhluyd/qHI13yRVtHI336xv7Ohrvzt/+xdF4ALyLpAMAADcl0fRIrEg6AABwCWs67JJopggAAHgZIx0AALjFgZGOZJqeIekAAMAlTK/YMb0CAADigpEOAABcwkiHHUkHAAAuIemwI+kAAMAlJB12rOkAAABxwUgHAAAuYaTDjqQDAACXkHTYMb0CAADigpEOAABcwkiHHUkHAAAuIemwY3oFAADEBSMdAAC4hJEOO5IOIEahqjpH450+fMbReP6ubRyN57TTf69JdBMA11iK/SGxSZRzML0CAADig5EOAABcwvSKHUkHAAAuSbHObbHGSBYkHQAAuISRDjvWdAAAgLhgpAMAAJecG+kwMcdIFiQdAAC4hDUddkyvAACAuGCkAwAAtziwkDSZ7g5G0gEAgEtS5MD0iiMt8YZkOhYAAOBhjHQAAOAS7tNhR9IBAIBLuHrFjukVAAAQF44nHfn5+bIsy7alp6c3Wae4uFiDBw9Wamqqrr76ar322mtONwsAgLirH+mIdYuGl/thV6ZX+vfvr02bNoVft2nTptGyZWVluu222/Tggw9q+fLl+uMf/6hHHnlEV155pe6++243mgcAQFwkak2HV/thV5KOtm3bNptV1XvttdfUvXt3LViwQJJ07bXXavfu3frlL39J0gEAaNUStabDq/2wK2s6SktLlZmZqZ49e2rq1Kn6/PPPGy27fft2jR8/3rZvwoQJ2r17t86cOdNovVAopGAwaNsAAEhW5/d5oVCo0bLx6IdbwvGRjqFDh+qtt97SNddco6+++kr//u//ruHDh2vfvn26/PLLG5SvrKxUly5dbPu6dOmis2fP6uuvv1ZGRkbEn1NQUKB58+Y53XxcJGbv3O9YrFMVjX/xW6Lm67OOxvv7e87Gm/jZx47G++K3Cx2NB3hJimL/676+flZWlm3/3LlzlZ+f36B8vPrhlnA86cjJyQn/94ABAzRs2DD16tVLb775pnJzcyPWsc6bsDLGRNz/bXl5ebZ4wWCwwQkBACCRnJxeqaiokN/vD+/3+XwRy8erH24J1+/T0bFjRw0YMEClpaUR309PT1dlZaVt35EjR9S2bduIGVk9n8/X6AcOAECy8fv9tqTjQrnVD7eE6/fpCIVC2r9/f6PDM8OGDdPGjRtt+zZs2KAbbrhB7dq1c7t5AAC4pv7qlVi3WHipH3Y86XjqqadUXFyssrIy7dy5U/fcc4+CwaBmzJgh6dy0yPTp08PlH374YR06dEi5ubnav3+/3njjDS1ZskRPPfWU000DACCuEnGfDi/3w45Pr/z973/Xfffdp6+//lpXXnmlsrOztWPHDvXo0UOSdPjwYZWXl4fL9+zZU++++66efPJJLV68WJmZmVq4cCGXywIA0AJe7ocdTzpWrFjR5PvLli1rsG/UqFHas2eP000BACChLAcWkkY7veLlfpgHvgEA4BIe+GbHA98AAEBcMNIBAIBLnLw5WDIg6QAAwCVMr9iRdAAA4BKSDrtkGrUBAAAexkgHAAAuYaTDjqQDAACXkHTYMb0CAADigpEOAABc0kZSG8U2VNHGmaZ4AkkHAAAuScRt0L2MpAMXpQVDr3Us1vd2/NmxWJKUcrzO0Xi1VbWOxju9cr+j8QBcPEg6AABwCQtJ7Ug6AABwCUmHHVevAACAuGCkAwAAl/DANzuSDgAAXJIiSykxXn6SEuMlt15C0gEAgEtY02GXTKM2AADAwxjpAADAJW2sc1usMZIFSQcAAC5JkRXzmoxkWtPB9AoAAIgLRjoAAHAJC0ntSDoAAHCJZcV+yayVRE98Y3oFAADEBSMdAAC4hOkVO5IOAABc0kaW2sR49Ums9b2E6RUAABAXjHQAAOASplfsSDoAAHBJigNXr8Ra30tIOoAYrX/i/3I03uJPDzga73StcTTe0nHvOhoPSGY82t4umY4FAAB4GCMdAAC4hOkVO5IOAABcwlNm7ZheAQAAceF40lFQUKAhQ4YoLS1NnTt31qRJk3Tw4MEm6xQVFcmyrAbbgQPOLqgDACCe6p+9EssW7bNXvNwPO550FBcXa9asWdqxY4c2btyos2fPavz48Tp58mSzdQ8ePKjDhw+Ht969ezvdPAAA4iZFliNbNLzcDzu+puMPf/iD7fXSpUvVuXNnffjhhxo5cmSTdTt37qzLLrvM6SYBAHDR8HI/7PqajqqqKklSp06dmi07aNAgZWRkaOzYsdq8eXOTZUOhkILBoG0DAMBL6u9IGusmqUGfFwqFLqgNbvXDLeFq0mGMUW5urm666SZdd911jZbLyMjQ66+/rsLCQq1atUp9+vTR2LFjtWXLlkbrFBQUKBAIhLesrCw3DgEAgBaLdT3Hty+5zcrKsvV7BQUFzf58N/vhlrCMMc7ervBbZs2apfXr12vr1q3q1q1bVHUnTpwoy7K0bt26iO+HQiFblhcMBpWVlaWjx4rk918aU7uBRPL+HUlfcDQekAi1dbUqrdyvqqoq+f1+x+MHg0EFAgGt+/T/Vce0S2KKdfL4Kd1xzTRVVFTY2urz+eTz+Zqs62Y/3BKujXQ89thjWrdunTZv3hz1gUpSdna2SktLG33f5/PJ7/fbNgAAvMTJhaTn93nNJRxu98Mt4fhCUmOMHnvsMa1evVpFRUXq2bNni+KUlJQoIyPD4dYBABA/ibgjqZf7YceTjlmzZuntt9/W2rVrlZaWpsrKSklSIBBQhw4dJEl5eXn64osv9NZbb0mSFixYoKuuukr9+/dXTU2Nli9frsLCQhUWFjrdPAAA4iYRdyT1cj/seNLx6quvSpJGjx5t27906VLNnDlTknT48GGVl5eH36upqdFTTz2lL774Qh06dFD//v21fv163XbbbU43DwCApOblftjVhaTxVL9oh4WkaO1YSAq4L14LSTf+9W1HFpKO63W/a22NJx74BgCAS1pyR9FIMZIFD3wDAABxwUgHkOS+OO5svMFvPOtovL//3tkGpvic+6vw8PJFjsXCxcly4OqVaB/45mUkHQAAuCQRl8x6GdMrAAAgLhjpAADAJSmK/a/7ZBodIOkAAMAlKXJgeoWrVwAAAKLDSAcAAC5hIakdSQcAAC4h6bAj6QAAwCVtJLWJcU1GG2ea4gms6QAAAHHBSAcAAC5hesWOpAMAAJdwG3Q7plcAAEBcMNIBAIBLmF6xI+kAAMAlKbJivqModyQFAACIEiMdAAC4hOkVO5IOAABcQtJhx/QKAACIC0Y6AI+ZdU1fR+Mt/vSAo/H+z2WOhtPQn6Y5Gm/F1P9xNB5abt/flyW6CY0KBk/oO5eNdv3nsJDUjqQDAACXML1iR9IBAIBLSDrsWNMBAADigpEOAABcwkiHHUkHAAAusZSilBgnFawkmpRIniMBAACexkgHAAAuYXrFjqQDAACXkHTYMb0CAADigpEOAABcwkiHHUkHAAAu4TbodkyvAACAuGCkAwAAlzC9YkfSAQCAS84lHbFNKiRT0uHa9Morr7yinj17KjU1VYMHD9YHH3zQZPni4mINHjxYqampuvrqq/Xaa6+51TQAAOKifqQj1i1aXu2DXUk6Vq5cqdmzZ+vf/u3fVFJSoptvvlk5OTkqLy+PWL6srEy33Xabbr75ZpWUlOjnP/+5Hn/8cRUWFrrRPAAAkpaX+2DLGGOcDjp06FBdf/31evXVV8P7rr32Wk2aNEkFBQUNyj/zzDNat26d9u/fH9738MMP66OPPtL27dsj/oxQKKRQKBR+XVVVpe7du+tQ+Xr5/R0dPBqgdXv9s08T3YS4Kvzhe47FOvq/nzgW62L0pwOvNl8oQYLBk+rR/Xs6duyYAoGAC/GDCgQCjvRJ9W2tqKiQ3+8P7/f5fPL5fA3Kx6MPbjHjsFAoZNq0aWNWrVpl2//444+bkSNHRqxz8803m8cff9y2b9WqVaZt27ampqYmYp25c+caSWxsbGxsbC3e/vrXvzrT+Z3n9OnTJj093bF2XnrppQ32zZ07t8HPjVcf3FKOLyT9+uuvVVtbqy5dutj2d+nSRZWVlRHrVFZWRix/9uxZff3118rIyGhQJy8vT7m5ueHXx44dU48ePVReXu5K1hoPwWBQWVlZDbLZ1obj8I5kOAYpOY4jGY5BSp7jqB8d79SpkyvxU1NTVVZWppqaGkfiGWNknbe2I9IoR7z64JZy7eqV8z+cSB9Yc+Uj7a/X2LBSIBBo1V8ESfL7/a3+GCSOw0uS4Rik5DiOZDgGKXmOIyXFvdtVpaamKjU11bX4TXG7D24pxz/tK664Qm3atGmQUR05cqRBJlUvPT09Yvm2bdvq8ssvd7qJAAAkJa/3wY4nHe3bt9fgwYO1ceNG2/6NGzdq+PDhEesMGzasQfkNGzbohhtuULt27ZxuIgAAScnzfbCjK0T+acWKFaZdu3ZmyZIl5pNPPjGzZ882HTt2NH/729+MMcY8++yzZtq0aeHyn3/+ubnkkkvMk08+aT755BOzZMkS065dO/Nf//VfF/wzq6urzdy5c011dbXjxxMvyXAMxnAcXpIMx2BMchxHMhyDMRxHa5CIPvhCuZJ0GGPM4sWLTY8ePUz79u3N9ddfb4qLi8PvzZgxw4waNcpWvqioyAwaNMi0b9/eXHXVVebVV191q2kAACQ1r/bBrtynAwAA4Hw8ZRYAAMQFSQcAAIgLkg4AABAXJB0AACAuWlXS4dVH9V6IgoICDRkyRGlpaercubMmTZqkgwcPNlmnqKhIlmU12A4cOBCnVjeUn5/foD3p6elN1vHSeah31VVXRfxsZ82aFbG8F87Fli1bNHHiRGVmZsqyLK1Zs8b2vjFG+fn5yszMVIcOHTR69Gjt27ev2biFhYXq16+ffD6f+vXrp9WrV7t0BOc0dRxnzpzRM888owEDBqhjx47KzMzU9OnT9eWXXzYZc9myZRHPT3V1ddyPQZJmzpzZoC3Z2dnNxvXSuZAU8TO1LEu/+MUvGo0Z73NxIb9bW8t342LQapIOLz+q90IUFxdr1qxZ2rFjhzZu3KizZ89q/PjxOnnyZLN1Dx48qMOHD4e33r17x6HFjevfv7+tPR9//HGjZb12Hurt2rXLdgz1N8a59957m6yXyHNx8uRJDRw4UIsWLYr4/osvvqiXXnpJixYt0q5du5Senq5x48bp+PHjjcbcvn27pkyZomnTpumjjz7StGnTNHnyZO3cudOtw2jyOE6dOqU9e/Zozpw52rNnj1atWqVPP/1Ud9xxR7Nx/X6/7dwcPnzYtVtQN3cuJOnWW2+1teXdd99tMqbXzoWkBp/nG2+8IcuydPfddzcZN57n4kJ+t7aW78ZFwZULcV1w4403mocffti2r2/fvubZZ5+NWP7pp582ffv2te176KGHTHZ2tmttjMaRI0eMJNu10+fbvHmzkWSOHj0av4Y1Y+7cuWbgwIEXXN7r56HeE088YXr16mXq6uoivu+1cyHJrF69Ovy6rq7OpKenm/nz54f3VVdXm0AgYF577bVG40yePNnceuuttn0TJkwwU6dOdbzNkZx/HJH86U9/MpLMoUOHGi2zdOlSEwgEnG3cBYp0DDNmzDB33nlnVHFaw7m48847zS233NJkmUSeC2Ma/m5trd+NZNUqRjpqamr04Ycfavz48bb948eP17Zt2yLW2b59e4PyEyZM0O7du3XmzBnX2nqhqqqqJOmCnnA4aNAgZWRkaOzYsdq8ebPbTWtWaWmpMjMz1bNnT02dOlWff/55o2W9fh6kc/9/LV++XA888ECzDzfy2rmoV1ZWpsrKSttn7fP5NGrUqEa/I1Lj56epOvFWVVUly7J02WWXNVnuxIkT6tGjh7p166bbb79dJSUl8WlgI4qKitS5c2ddc801evDBB3XkyJEmy3v9XHz11Vdav369fvSjHzVbNpHn4vzfrcn83WiNWkXS4cajehPJGKPc3FzddNNNuu666xotl5GRoddff12FhYVatWqV+vTpo7Fjx2rLli1xbK3d0KFD9dZbb+m9997Tf/zHf6iyslLDhw/XN998E7G8l89DvTVr1ujYsWOaOXNmo2W8eC6+rf57EM13pL5etHXiqbq6Ws8++6zuv//+Jp9o2rdvXy1btkzr1q3TO++8o9TUVI0YMUKlpaVxbO2/5OTk6D//8z/1/vvv61e/+pV27dqlW265RaFQqNE6Xj8Xb775ptLS0nTXXXc1WS6R5yLS79Zk/W60Vq492t4NXn1Ub7QeffRR/fnPf9bWrVubLNenTx/16dMn/HrYsGGqqKjQL3/5S40cOdLtZkaUk5MT/u8BAwZo2LBh6tWrl958803l5uZGrOPV81BvyZIlysnJUWZmZqNlvHguIon2O9LSOvFw5swZTZ06VXV1dXrllVeaLJudnW1bqDlixAhdf/31evnll7Vw4UK3m9rAlClTwv993XXX6YYbblCPHj20fv36Jjttr54LSXrjjTf0gx/8oNm1GYk8F039bk2m70Zr1ipGOrz+qN5oPPbYY1q3bp02b96sbt26RV0/Ozs7YX+9RdKxY0cNGDCg0TZ59TzUO3TokDZt2qQf//jHUdf10rmov4Iomu9Ifb1o68TDmTNnNHnyZJWVlWnjxo1NjnJEkpKSoiFDhnjm/GRkZKhHjx5Ntser50KSPvjgAx08eLBF35N4nYvGfrcm23ejtWsVSYfnH9V7AYwxevTRR7Vq1Sq9//776tmzZ4vilJSUKCMjw+HWtVwoFNL+/fsbbZPXzsP5li5dqs6dO+t73/te1HW9dC569uyp9PR022ddU1Oj4uLiRr8jUuPnp6k6bqtPOEpLS7Vp06YWJafGGO3du9cz5+ebb75RRUVFk+3x4rmot2TJEg0ePFgDBw6Muq7b56K5363J9N1IColYvdoSXn5U74X46U9/agKBgCkqKjKHDx8Ob6dOnQqXOf8Yfv3rX5vVq1ebTz/91PzlL38xzz77rJFkCgsLE3EIxhhjfvazn5mioiLz+eefmx07dpjbb7/dpKWltZrz8G21tbWme/fu5plnnmnwnhfPxfHjx01JSYkpKSkxksxLL71kSkpKwld1zJ8/3wQCAbNq1Srz8ccfm/vuu89kZGSYYDAYjjFt2jTbFV9//OMfTZs2bcz8+fPN/v37zfz5803btm3Njh07EnIcZ86cMXfccYfp1q2b2bt3r+27EgqFGj2O/Px884c//MH89a9/NSUlJeaHP/yhadu2rdm5c2fcj+H48ePmZz/7mdm2bZspKyszmzdvNsOGDTNdu3ZtVeeiXlVVlbnkkksafepoos/FhfxubS3fjYtBq0k6jPHuo3ovhKSI29KlS8Nlzj+GF154wfTq1cukpqaa73znO+amm24y69evj3/jv2XKlCkmIyPDtGvXzmRmZpq77rrL7Nu3L/y+18/Dt7333ntGkjl48GCD97x4Luov2z1/mzFjhjHm3KWBc+fONenp6cbn85mRI0eajz/+2BZj1KhR4fL1fve735k+ffqYdu3amb59+7qeSDV1HGVlZY1+VzZv3tzoccyePdt0797dtG/f3lx55ZVm/PjxZtu2bQk5hlOnTpnx48ebK6+80rRr1850797dzJgxw5SXl9tieP1c1PvNb35jOnToYI4dOxYxRqLPxYX8bm0t342LAY+2BwAAcdEq1nQAAIDWj6QDAADEBUkHAACIC5IOAAAQFyQdAAAgLkg6AABAXJB0AACAuCDpAAAAcUHSAQAA4oKkAwAAxAVJBwAAiIv/H7+x1vXmk+jLAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Newcastle Island\n", + "imin, imax = 490, 510\n", + "jmin, jmax = 200, 220\n", + "ii, jj = 498, 209\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii:ii+3, jj])\n", + "plt.colorbar()\n", + "oc_bathy[498:491, 209] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.077935Z", + "start_time": "2025-02-13T20:47:22.966404Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5.094\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Mudge Island\n", + "imin, imax = 470, 490\n", + "jmin, jmax = 210, 230\n", + "ii, jj = 479, 222\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[479, 222] = 0.\n", + "oc_bathy[478, 223] = 0.\n", + "oc_bathy[477, 224] = 0.\n", + "oc_bathy[476, 225:227] = 0.\n", + "oc_bathy[475, 226] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.207505Z", + "start_time": "2025-02-13T20:47:23.095019Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4. 4.]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Twin Islands near Hernando\n", + "imin, imax = 730, 750\n", + "jmin, jmax = 160, 180\n", + "ii, jj = 734, 169\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii:ii+2, jj])\n", + "plt.colorbar()\n", + "oc_bathy[734:726, 169] = 0." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.340636Z", + "start_time": "2025-02-13T20:47:23.224782Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Between West and East Redondo\n", + "imin, imax = 760, 780\n", + "jmin, jmax = 210, 230\n", + "ii, jj = 773, 221\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[773, 221] = 0.5*(oc_bathy[772, 221] + oc_bathy[773, 222])" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.468011Z", + "start_time": "2025-02-13T20:47:23.355239Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# North of West thurlow\n", + "imin, imax = 850, 870\n", + "jmin, jmax = 120, 140\n", + "ii, jj = 859, 131\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=20)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[859, 131] = 0.5*(oc_bathy[859, 130] + oc_bathy[858, 131])" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.660891Z", + "start_time": "2025-02-13T20:47:23.482202Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "202.5658187866211\n" + ] + }, + { + "data": { + "image/png": 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rkhMHAGpt8mIBAOqkRrNW35Iaz1JXKjXe7YofpcYL0IVIi+XnHywtFgD4+QVJjaeV9X74B0WjlRpP1NZKjSeV5AF3tTaL1Hg1tmqp8TyeFw+AlKGsrMzhsU6ng06na1AuOTkZycnJTuMYDAaHxwcOHMDo0aNx//33O+wPDg5uUNZVbMkgIiJSi8TuksjISOj1evuWnp7udvV+/PFHHDp0CPPmzWvw3Icffohu3bqhX79+WLZsGcrLy12O3+FaMoiIiDyGxCmsBQUFCA0Nte9urBXDVVu3bkVISAgmT57ssP+5555DTEwMDAYDLl26hNTUVHz++efIyspyKT6TDCIiIi8QGhrqkGTIsHnzZjz33HMIDHTsVp0/f77933FxcYiNjcXgwYNx7tw5DBw4sMXx2V1CRESkkjszMzRubuqMRfn0009x9epV/PrXv2627MCBA+Hv74+8vDyXXoMtGURERCoRigLhZpLg7vHObNq0CYMGDUJ8fHyzZS9fvgybzQaj0ejSazDJICIi6kAqKipw7do1+2Oz2YwLFy4gLCwMUVFRAO7MVPnzn/+M3//+9w2O/+abb/Dhhx/i8ccfR7du3fDll19i6dKlGDBgAEaMGOFSXZhkEBERqaUdbit+5swZjB492v44JSUFADBnzhxkZmYCAHbt2gUhBJ599tkGxwcEBOCvf/0r/vCHP6CiogKRkZF44oknsHLlSmi1rk1hZ5JBRESklnZYIC0xMRFCiCbLPP/883j++ecbfS4yMhI5OTkuvaYzTDKIiIjU4uOrsHJ2CREREamCLRlERERq8fGl3plkEBERqUZCd4mLC6R5Eu9Nj4iIiMijuZxkNLdO/dy5cxusQZ+QkNBs3D179qBv377Q6XTo27cv9u3b52rViIiIPEv9wE93Ny/lcpLR3Dr1ADB+/HiHNeg/+uijJmOePHkS06dPx6xZs/D5559j1qxZmDZtGj777DNXq0dEROQ5fDzJcHlMRnPr1AN3VoZzZQ36jIwMjB07FqmpqQCA1NRU5OTkICMjAzt37nS1ikREROQBVBmTkZ2djfDwcPTq1Qvz589HcXFxk+VPnjyJpKQkh33jxo3DiRMnnB5jsVhQVlbmsBEREXmS+rVL3N28lfTZJcnJyXjmmWcQHR0Ns9mMFStW4NFHH8XZs2eh0+kaPaaoqAgREREO+yIiIlBUVOT0ddLT07Fq1aoG+2tjwqAEBLl3EvVKauTEAaCptEqLBQDaW/LqBgC64G5S49XUVEuNZ7WUe2w82XXzD+gkNV6ALkRqPK02sPlC7aiuziYxWtN3TXSVTfLvisfz4i9HaXz8ZlzSk4zp06fb/x0XF4fBgwcjOjoahw4dwuTJk50ed/dStkKIJpe3TU1Ntd+PHbiz2EtkZKQbNSciIiKZVL9PhtFoRHR0dJNr0BsMhgatFsXFxQ1aN35Jp9M5bRkhIiLyCD7ekqH6fTJu3ryJgoKCJtegHzZsGLKyshz2HTlyBMOHD1e7ekREROpRJG1eyuWWjKbWqQ8LC0NaWhqmTJkCo9GI69ev4/XXX0e3bt3w9NNP24+ZPXs2unfvjvT0dADAyy+/jJEjR+Ktt97Ck08+iQMHDuDo0aM4fvy4hFMkIiJqHzIGbvrUwM+m1qnfuHEjLl68iG3btqGkpARGoxGjR4/G7t27ERLyz8Fn+fn50Gj+2YgyfPhw7Nq1C7/5zW+wYsUK9OzZE7t378bQoUPdOTciIiJqRy4nGc2tU3/48OFmY2RnZzfYN3XqVEydOtXV6hAREXkujXJnczeGl+ICaURERGqRMabCe3MMLpBGRERE6mBLBhERkVp8fAorkwwiIiK1sLuEiIiISD62ZBAREamE98kgIiIidbC7hIiIiEg+tmQQERGpRYGE2SVSatIumGQQERGpxce7S5hkEBERqcXHkwyOySAiIiJVdLiWjMDIAPgFBkiJVWf0lxIHAGw35cUCABF0n9R4gSVdpcbzC9BLjVdZ8o3UeLcr/y41nkw2a6XceLbbUuP5+wVJjaf100mNJ0SttFh1tTXSYgFAba1VajxPvxOkonju37GK4nyhT8kvxDt+EhERkUq8N0dwm+emmUREROTVmGQQERGpRSNpc0Fubi4mTpwIk8kERVGwf/9+h+fnzp0LRVEctoSEBIcyFosFixcvRrdu3dCpUydMmjQJ3333nWsVcb3qRERE1GKKpM0FlZWViI+Px4YNG5yWGT9+PAoLC+3bRx995PD8kiVLsG/fPuzatQvHjx9HRUUFJkyYgNpa18Y8cUwGERGRFygrK3N4rNPpoNM1HDidnJyM5OTkJmPpdDoYDIZGnystLcWmTZvwwQcf4LHHHgMAbN++HZGRkTh69CjGjRvX4jqzJYOIiEgt9bNL3N0AREZGQq/X27f09PRWVys7Oxvh4eHo1asX5s+fj+LiYvtzZ8+ehc1mQ1JSkn2fyWRCXFwcTpw44dLrsCWDiIhILRJvxlVQUIDQ0FD77sZaMVoiOTkZzzzzDKKjo2E2m7FixQo8+uijOHv2LHQ6HYqKihAQEIAuXbo4HBcREYGioiKXXotJBhERkRcIDQ11SDJaa/r06fZ/x8XFYfDgwYiOjsahQ4cwefJkp8cJIaC4eM8OdpcQERGppR0GfrrKaDQiOjoaeXl5AACDwQCr1Ypbt245lCsuLkZERIRLsZlkEBERqcULkoybN2+ioKAARqMRADBo0CD4+/sjKyvLXqawsBCXLl3C8OHDXYrN7hIiIiK1tMNtxSsqKnDt2jX7Y7PZjAsXLiAsLAxhYWFIS0vDlClTYDQacf36dbz++uvo1q0bnn76aQCAXq/HvHnzsHTpUnTt2hVhYWFYtmwZ+vfvb59t0lJMMoiIiDqQM2fOYPTo0fbHKSkpAIA5c+Zg48aNuHjxIrZt24aSkhIYjUaMHj0au3fvRkhIiP2YdevWwc/PD9OmTUNVVRXGjBmDzMxMaLVal+rCJIOIiEgt7bDUe2JiIoRwvgDc4cOHm40RGBiI9evXY/369a69+F2YZBAREamlHZIMT8KBn0RERKQKtmQQERGpxcdbMphkEBERqaUdZpd4kg6XZASaAuAfFCAlVk1FnZQ4AODfRe6PWtzXutvJOmP9OUhqPCVfLzWe/juT1HiaH05Ji3W7orj5Qi6oq6uRGg9NDABrDZvttkfH02g892NNQO61UBS5Pd6Kh//JLPN8hWefaofhue9GIiIib8fuEiIiIlKFjycZnF1CREREqmBLBhERkVp8vCWDSQYREZFKfHxyievdJbm5uZg4cSJMJhMURcH+/fvtz9lsNrz66qvo378/OnXqBJPJhNmzZ+OHH35oMmZmZiYURWmwVVdXu3xCREREHqM+y3B381IuJxmVlZWIj4/Hhg0bGjx3+/ZtnDt3DitWrMC5c+ewd+9efP3115g0aVKzcUNDQ1FYWOiwBQYGulo9IiIi8hAud5ckJycjOTm50ef0er3D+vMAsH79ejz00EPIz89HVFSU07iKosBgMLS4HhaLBRaLxf64rKysxccSERG1Ge9tiHCb6rNLSktLoSgKOnfu3GS5iooKREdHo0ePHpgwYQLOnz/fZPn09HTo9Xr7FhkZKbHWREREEiiSNi+lapJRXV2N1157DTNnzkRoaKjTcn369EFmZiYOHjyInTt3IjAwECNGjEBeXp7TY1JTU1FaWmrfCgoK1DgFIiIiaiXVZpfYbDbMmDEDdXV1eO+995osm5CQgISEBPvjESNGYODAgVi/fj3eeeedRo/R6XTQ6eTeWpuIiEgqTmGVz2azYdq0aTCbzfjkk0+abMVojEajwZAhQ5psySAiIvJ0nMIqWX2CkZeXh6NHj6Jr164uxxBC4MKFCzAajbKrR0RERG3E5ZaMiooKXLt2zf7YbDbjwoULCAsLg8lkwtSpU3Hu3Dn85S9/QW1tLYqKigAAYWFhCAi4szrq7Nmz0b17d6SnpwMAVq1ahYSEBMTGxqKsrAzvvPMOLly4gHfffVfGORIREbUPH2/KcDnJOHPmDEaPHm1/nJKSAgCYM2cO0tLScPDgQQDAgw8+6HDcsWPHkJiYCADIz8+HRvPPRpSSkhI8//zzKCoqgl6vx4ABA5Cbm4uHHnrI1eoRERF5Do7JcE1iYiKEEE6fb+q5etnZ2Q6P161bh3Xr1rlaFSIiIs/m40kGV2ElIiIiVXCBNCIiIrX4eEtGh0synk8MQqeQYCmxLpfKW6Dtm5Lmu5FccfOW3N86621/qfGqowKkxqv4Wm797rH2kxarrq5WWiwAuF1ZLDUeWtCF2ZHU1dW0dxWckz2AT/K19fTfFK1W7udKW/DxcZ/sLiEiIiJ1dLiWDCIiIo/h400ZTDKIiIjU4uNjMthdQkRERKpgSwYREZFKfLy3hEkGERGRathdQkRERCQfkwwiIiK1KJI2F+Tm5mLixIkwmUxQFAX79++3P2ez2fDqq6+if//+6NSpE0wmE2bPno0ffvjBIUZiYiIURXHYZsyY4fLpM8kgIiJSS/2gDHc3F1RWViI+Ph4bNmxo8Nzt27dx7tw5rFixAufOncPevXvx9ddfY9KkSQ3Kzp8/H4WFhfbtj3/8o8unzzEZREREKpE58LOsrMxhv06ng06na1A+OTkZycnJjcbS6/XIyspy2Ld+/Xo89NBDyM/PR1RUlH1/cHAwDAaDW3VnSwYREZEXiIyMhF6vt2/p6elS4paWlkJRFHTu3Nlh/4cffohu3bqhX79+WLZsGcrLy12OzZYMIiIitUicXVJQUIDQ0FD77sZaMVxVXV2N1157DTNnznSI/dxzzyEmJgYGgwGXLl1CamoqPv/88watIM1hkkFERKQWiUlGaGioQyLgLpvNhhkzZqCurg7vvfeew3Pz58+3/zsuLg6xsbEYPHgwzp07h4EDB7b4NdhdQkRE5GNsNhumTZsGs9mMrKysZpOXgQMHwt/fH3l5eS69DlsyiIiIVKLgzvRPd2PIVJ9g5OXl4dixY+jatWuzx1y+fBk2mw1Go9Gl12KSQUREpJZ2uONnRUUFrl27Zn9sNptx4cIFhIWFwWQyYerUqTh37hz+8pe/oLa2FkVFRQCAsLAwBAQE4JtvvsGHH36Ixx9/HN26dcOXX36JpUuXYsCAARgxYoRLdWGSQURE1IGcOXMGo0ePtj9OSUkBAMyZMwdpaWk4ePAgAODBBx90OO7YsWNITExEQEAA/vrXv+IPf/gDKioqEBkZiSeeeAIrV66EVqt1qS4dLsnoFdIZIaGdpMS6r1ONlDgAUBlukxYLACpq5MYrtcmNl/OjRWq8r/yDpMYrqYqVFiv41M/SYgFAbU2V1HiW6rLmC7lC8mpNWo2/1HhC1EmLVSdqpcUCAAghN56Pqa21yotVJ/naOtMOLRmJiYkQTfyuNfUccGeqbE5Ojmsv6kSHSzKIiIg8BhdIIyIiIpKPLRlEREQqkXlbcW/EJIOIiEgtPp5lMMkgIiJSC8dkEBEREcnHlgwiIiKV+HhvCZMMIiIi1bC7hIiIiEg+tmQQERGpxcf7S5hkEBERqcTHcwx2lxAREZE62JJBRESkFh8f+Mkkg4iISC0+nmS43F2Sm5uLiRMnwmQyQVEU7N+/3+F5IQTS0tJgMpkQFBSExMREXL58udm4e/bsQd++faHT6dC3b1/s27fP1aoRERGRB3E5yaisrER8fDw2bNjQ6PNr1qzB2rVrsWHDBpw+fRoGgwFjx45FeXm505gnT57E9OnTMWvWLHz++eeYNWsWpk2bhs8++8zV6hEREXmM+oGf7m7eyuXukuTkZCQnJzf6nBACGRkZeOONNzB58mQAwNatWxEREYEdO3bghRdeaPS4jIwMjB07FqmpqQCA1NRU5OTkICMjAzt37mz0GIvFAovFYn9cVlbm6qkQERGpy8enl0gdk2E2m1FUVISkpCT7Pp1Oh1GjRuHEiRNOk4yTJ0/ilVdecdg3btw4ZGRkOH2t9PR0rFq1qsH+r8pK0ElYW3cCdwnUaqXEAYDq2lppsQCg2CLnHOvdstZJjTegq9zhPp0G1UiN97+WYGmxbl+MkBYLAHTVP0uNV1cn93dPUeROSvPzC5Qbz7+TtFg1tkppsQBAK/lcZX/53C4vkhpP0cj+XQmSFqu2Tu5nilMckyFPUdGdX9CICMcP3YiICPtzzo5z9ZjU1FSUlpbat4KCAjdqTkRERLKpMrtEuSu7FkI02OfuMTqdDjqdrvWVJCIiUpuMMRVsybjDYDAAQIMWiOLi4gYtFXcf5+oxREREHk+RtHkpqUlGTEwMDAYDsrKy7PusVitycnIwfPhwp8cNGzbM4RgAOHLkSJPHEBERkWdzubukoqIC165dsz82m824cOECwsLCEBUVhSVLlmD16tWIjY1FbGwsVq9ejeDgYMycOdN+zOzZs9G9e3ekp6cDAF5++WWMHDkSb731Fp588kkcOHAAR48exfHjxyWcIhERUXvx7f4Sl5OMM2fOYPTo0fbHKSkpAIA5c+YgMzMTy5cvR1VVFRYsWIBbt25h6NChOHLkCEJCQuzH5OfnQ/OLUcfDhw/Hrl278Jvf/AYrVqxAz549sXv3bgwdOtSdcyMiImpXPj6D1fUkIzExEUIIp88rioK0tDSkpaU5LZOdnd1g39SpUzF16lRXq0NEREQeimuXEBERqcXH75PBJIOIiEgtPp5kyL0dGxEREdE/sCWDiIhIJYqiNHszypbE8FZMMoiIiNTi490lTDKIiIjU4uNJBsdkEBERdSC5ubmYOHEiTCYTFEXB/v37HZ4XQiAtLQ0mkwlBQUFITEzE5cuXHcpYLBYsXrwY3bp1Q6dOnTBp0iR89913LteFSQYREZFK6m/G5e7misrKSsTHx2PDhg2NPr9mzRqsXbsWGzZswOnTp2EwGDB27FiUl5fbyyxZsgT79u3Drl27cPz4cVRUVGDChAmora11qS7sLiEiIlKLxO6SsrIyh93OViNPTk5GcnJyo6GEEMjIyMAbb7yByZMnAwC2bt2KiIgI7NixAy+88AJKS0uxadMmfPDBB3jssccAANu3b0dkZCSOHj2KcePGtbjqbMkgIiLyApGRkdDr9fatfv0vV5jNZhQVFSEpKcm+T6fTYdSoUThx4gQA4OzZs7DZbA5lTCYT4uLi7GVaii0ZREREKpE5hbWgoAChoaH2/Y21YjSnqKgIABAREeGwPyIiAjdu3LCXCQgIQJcuXRqUqT++pTpcklFdWwuNi31Gzmgkjui9cdsiLxiAm5Y6qfGuFModvlxVXiM1nux54nVW5+vvuCpwch9psQAABwOlhqv74TOp8QKDw6XGU7Suf1A2pdZWIS2Wvy60+UIuEELu+9ZafUtqPEUjt3FbkdxYrtHI+8pqYgkuuSR2l4SGhjokGW6FvOszVQjR7OdsS8rcjd0lREREPsJgMABAgxaJ4uJie+uGwWCA1WrFrVu3nJZpKSYZREREalEkbZLExMTAYDAgKyvLvs9qtSInJwfDhw8HAAwaNAj+/v4OZQoLC3Hp0iV7mZbqcN0lREREnqI1U1Abi+GKiooKXLt2zf7YbDbjwoULCAsLQ1RUFJYsWYLVq1cjNjYWsbGxWL16NYKDgzFz5kwAgF6vx7x587B06VJ07doVYWFhWLZsGfr372+fbdJSTDKIiIg6kDNnzmD06NH2xykpKQCAOXPmIDMzE8uXL0dVVRUWLFiAW7duYejQoThy5AhCQkLsx6xbtw5+fn6YNm0aqqqqMGbMGGRmZkKr1bpUFyYZREREammH24onJiZCNDGyVVEUpKWlIS0tzWmZwMBArF+/HuvXr3ftxe/CJIOIiEglXIWViIiI1MEF0oiIiIjkY0sGERGRWny8JYNJBhERkUraYwqrJ2F3CREREamCLRlERERq8uKWCHcxySAiIlIJu0uIiIiIVMCWDCIiIrVwdgkRERGpwsf7S9hdQkRERKrocC0Zu07b4B9slRKr4rqcOABQ9U21tFgAAKvzxW9apU5yvKo6qeE0VTap8Sqv/VVarKBhT0iLBQC6MVFS43X6fzelxrtd+q3UeJbqEqnxhJD3uxegC2m+kAtC7u0vNZ6iyP07UdG4tsJmc+pq5X2GAkBdXY20WAKSP/Oc8PGGjI6XZBAREXkMjskgIiIiNfh6SwbHZBAREZEq2JJBRESkFnaXEBERkRrYXSLZfffdB0VRGmwLFy5stHx2dnaj5b/66ivZVSMiIqI2JL0l4/Tp06itrbU/vnTpEsaOHYtnnnmmyeOuXr2K0NBQ++N7771XdtWIiIjalK+3ZEhPMu5ODt5880307NkTo0aNavK48PBwdO7cWXZ1iIiI2o+Pj8lQdXaJ1WrF9u3b8atf/QpKM6nYgAEDYDQaMWbMGBw7dqzZ2BaLBWVlZQ4bEREReQ5Vk4z9+/ejpKQEc+fOdVrGaDTiT3/6E/bs2YO9e/eid+/eGDNmDHJzc5uMnZ6eDr1eb98iIyMl156IiMg9d7pLGo47dG1r77NoPVVnl2zatAnJyckwmUxOy/Tu3Ru9e/e2Px42bBgKCgrw9ttvY+TIkU6PS01NRUpKiv1xWVkZEw0iIvIsPt5dolqScePGDRw9ehR79+51+diEhARs3769yTI6nQ46na611SMiIiKVqZZkbNmyBeHh4XjiCdcXjzp//jyMRqMKtSIiImo7nF2igrq6OmzZsgVz5syBn5/jS6SmpuL777/Htm3bAAAZGRm477770K9fP/tA0T179mDPnj1qVI2IiKjNMMlQwdGjR5Gfn49f/epXDZ4rLCxEfn6+/bHVasWyZcvw/fffIygoCP369cOhQ4fw+OOPq1E1IiKitsMxGfIlJSVBCNHoc5mZmQ6Ply9fjuXLl6tRDSIiImpHXLuEiIhIJewuISIiIlUomjubuzG8VYdLMm7u/xl+/oFSYtnyTkmJAwAardzptn6BXaTGk58qy31X1FT9JDVeeWmBvFgfvy8tFgAY42ZIjacMi5Mar3x3jtR4nuyeUMn33uns/J5BrRHgf4/UeDV//0JqPDjpNvcEHlw1t9133324ceNGg/0LFizAu+++i7lz52Lr1q0Ozw0dOhSnTsn7zqvX4ZIMIiIij9LG3R0tWah0/Pjx2LJli/1xQECAKnVhkkFERKQSmWMy7l6jy9lNKVuyUKlOp4PBYHCvYi3gxT09REREviMyMtJhza709PRmj3G2UGl2djbCw8PRq1cvzJ8/H8XFxarUmS0ZREREapHQklHf3VJQUIDQ0FD77pYsrdHYQqXJycl45plnEB0dDbPZjBUrVuDRRx/F2bNnpS/XwSSDiIhIJTK7S0JDQx2SjJZobKHS6dOn2/8dFxeHwYMHIzo6GocOHcLkyZPdq+xdmGQQERF1QC1dqNRoNCI6Ohp5eXnS68Akg4iISCXteTOuli5UevPmTRQUFKiyMCkHfhIREamkPslwd3OVs4VKKyoqsGzZMpw8eRLXr19HdnY2Jk6ciG7duuHpp5+WeOZ3sCWDiIhIJe3VkuFsoVKtVouLFy9i27ZtKCkpgdFoxOjRo7F7926EhIS4V9FGMMkgIiLqYJwtVBoUFITDhw+3WT2YZBAREamEC6QRERGRKnw9yeDATyIiIlIFWzKIiIhU4ustGUwyiIiIVOLrSQa7S4iIiEgVbMkgIiJSia+3ZHS4JKPWfB6KNkBKLI1W3mp0ikYrLRYA1NluS42n1emlxoOka1BP9s9PJo1G7tuo+ErT6wy4qvPf+0iN5+n0YT2lxfLvP0paLADQRMt9X9QUBkmNFyz6SY1XU1EoN56tQl6sWpu0WE1RYF9E1a0Y3ordJURERKSKDteSQURE5CnYXUJERESq0Ch3NndjeCsmGURERCrx9ZYMjskgIiIiVbAlg4iISCV3WjIarobqagxvxSSDiIhIJb4+JoPdJURERKQKtmQQERGpRcLAT2++GxeTDCIiIpVoIKG7REpN2oc3152IiIg8GFsyiIiIVOLr98lgkkFERKQSzi4hIiIiUoH0JCMtLQ2KojhsBoOhyWNycnIwaNAgBAYG4v7778f7778vu1pERERtrr4lw93NW6nSXdKvXz8cPXrU/lir1Totazab8fjjj2P+/PnYvn07/va3v2HBggW49957MWXKFDWqR0RE1CY4JkONoH5+zbZe1Hv//fcRFRWFjIwMAMADDzyAM2fO4O2332aSQUREXo1jMlSQl5cHk8mEmJgYzJgxA99++63TsidPnkRSUpLDvnHjxuHMmTOw2WxOj7NYLCgrK3PYiIiIyHNIb8kYOnQotm3bhl69euHHH3/Eb3/7WwwfPhyXL19G165dG5QvKipCRESEw76IiAjU1NTgp59+gtFobPR10tPTsWrVqgb7a2y3gTrnyUlH4a/Tyw2ocd6l1Rq1VT9JjWetuik1nuG+R6XFqrWWS4sFAH//4bTUeDd//EJqvBB9pNR493RPkBpPeahlragtoQmQ+3dYwL1yP3KratxbeOtutVXyfnYA4FcaKjWetvxHebFqLNJiNUUD9/+a9+YZGtLrnpycjClTpqB///547LHHcOjQIQDA1q1bnR6j3NXhJIRodP8vpaamorS01L4VFBRIqD0REZE8HPipsk6dOqF///7Iy8tr9HmDwYCioiKHfcXFxfDz82u05aOeTqeDTqeTWlciIiKSR/VWGIvFgitXrjjt9hg2bBiysrIc9h05cgSDBw+Gv7+/2tUjIiJSTf3sEnc3byU9yVi2bBlycnJgNpvx2WefYerUqSgrK8OcOXMA3OnmmD17tr38iy++iBs3biAlJQVXrlzB5s2bsWnTJixbtkx21YiIiNqUr3eXSE8yvvvuOzz77LPo3bs3Jk+ejICAAJw6dQrR0dEAgMLCQuTn59vLx8TE4KOPPkJ2djYefPBB/Pu//zveeecdTl8l8mIPVJXi3Ruf4YGq0vauCpHPae6mmEIIpKWlwWQyISgoCImJibh8+bIqdZE+JmPXrl1NPp+Zmdlg36hRo3Du3DnZVSGidvJ46fcYcvtnJJd+jytBkmdCEXkRRUJLRGu6S5q6KeaaNWuwdu1aZGZmolevXvjtb3+LsWPH4urVqwgJCXGvsnfhAmlEJIXBVoXONVYIAGPLCgEASWWFOKTvDgVAiV8AivyD2rWORG1N5s247r4fVFMTIJzdFFMIgYyMDLzxxhuYPHkygDuzPyMiIrBjxw688MIL7lX27rpLjUZEPuvgtWxsu34CH1w/gS61VgBAl1orPrh+Atuun8DBa9ntW0EiLxcZGQm9Xm/f0tPTnZZ1dlNMs9mMoqIih5tg6nQ6jBo1CidOnJBeZ7ZkEJEUK0z/Fyt/uAg/CNT/4Vb//xooWGXq315VI2o3Mm/GVVBQgNDQf97gzFkrRlM3xay/ZURjN8G8ceOGmzVtiEkGEUlxWN8d1wPuwQfXG/419K/3DcNVjs0gHySzuyQ0NNQhyXAmOTnZ/u/+/ftj2LBh6NmzJ7Zu3YqEhDt32G3sJphN3QCztdhdQkTS1d31fyJf5QlTWH95U8z6cRqN3QTz7tYNGZhkEJE0t/wC8JM2AFcC9Ug39MOVQD1+0gbgll9Ae1eNyGf98qaYMTExMBgMDjfBtFqtyMnJwfDhw6W/NrtLiEiaYv8gPPl/EmFTNICiYF/nSPiLOtgkL8BH5C3aY6n3ZcuWYeLEiYiKikJxcTF++9vf2m+KqSgKlixZgtWrVyM2NhaxsbFYvXo1goODMXPmTPcq2ggmGUQklUNCoSiwKUwwyHe1R5JRf1PMn376Cffeey8SEhIcboq5fPlyVFVVYcGCBbh16xaGDh2KI0eOSL9HBsAkg4iIqENp7qaYiqIgLS0NaWlpqteFSQYREZFKtAC0cK8pw5vbAplkEBERqaS9bivuKTpcklH68zVoJQ0y8/cPlhIHADqHx0mLBQB+Xe6XGq9Of4/UeIpoeDtbd+g0faXGU34ukRar6uevpMUCgM5de0mNV1tbLTVe+KJpUuMterKT1Hh55RZpsW5ZhbRYAHDlutxvi5ryWqnx6m7LnXRcC3mfoQCghbwplopN7vuCGtfhkgwiIiJP0R4DPz0JkwwiIiKV+HqSwZtxERERkSrYkkFERKQSmQukeSMmGURERCrRQIHGzekhGjenwLYnJhlEREQq4ZgMIiIiIhWwJYOIiEglWuXO5m4Mb8Ukg4iISCUaKG6PqfDmMRnsLiEiIiJVsCWDiIhIJb4+8JNJBhERkUoUxf0prIoXr5DG7hIiIiJSBVsyiIiIVMLuEiIiIlKFFgq0bs4Ocff49sTuEiIiIlIFWzKIiIhUwu4SIiIiUoVGwuwSd49vTx0uybgnxAStVs5phUSPlBIHAJTB3aTFAoDgaJ3UeDUVdVLjVeVbpMZDSa3UcOJ2sLRYITGPSosFALXGe6TG03SV+zZPeEQrNV6SMUZqvD4ht6TFqqy1SYsFANc6l0uNt0Pu2xY3b8sNWCM1GlCryHvf1tra5ovb15d69+a6ExERkQfrcC0ZREREnoLdJURERKQKX1+Fld0lREREpArpSUZ6ejqGDBmCkJAQhIeH46mnnsLVq1ebPCY7OxuKojTYvvrqK9nVIyIiajP1a5e4s3Htkl/IycnBwoULcerUKWRlZaGmpgZJSUmorKxs9tirV6+isLDQvsXGxsquHhERUZvRQJGyeSvpYzI+/vhjh8dbtmxBeHg4zp49i5Ejm54SGh4ejs6dO8uuEhEREbUD1cdklJaWAgDCwsKaLTtgwAAYjUaMGTMGx44da7KsxWJBWVmZw0ZERORJ6u/46e7mrVRNMoQQSElJwcMPP4y4uDin5YxGI/70pz9hz5492Lt3L3r37o0xY8YgNzfX6THp6enQ6/X2LTIyUo1TICIiajV3x2PImALbnlRNMhYtWoQvvvgCO3fubLJc7969MX/+fAwcOBDDhg3De++9hyeeeAJvv/2202NSU1NRWlpq3woKCmRXn4iIyOu0ZALG3LlzG0y2SEhIkF4X1ZKMxYsX4+DBgzh27Bh69Ojh8vEJCQnIy8tz+rxOp0NoaKjDRkRE5EnaY+BnSydgjB8/3mGyxUcffSTz1AGoMPBTCIHFixdj3759yM7ORkxM69YlOH/+PIxGo+TaERERtR2Zd/y8e+yhTqeDTtdwHauWTsDQ6XQwGAxu1a050lsyFi5ciO3bt2PHjh0ICQlBUVERioqKUFVVZS+TmpqK2bNn2x9nZGRg//79yMvLw+XLl5Gamoo9e/Zg0aJFsqtHRETUZurv+OnuBgCRkZEOYxHT09NbVAdnEzCys7MRHh6OXr16Yf78+SguLpZ67oAKLRkbN24EACQmJjrs37JlC+bOnQsAKCwsRH5+vv05q9WKZcuW4fvvv0dQUBD69euHQ4cO4fHHH5ddPSIiIq9UUFDgMDSgsVaMuzmbgJGcnIxnnnkG0dHRMJvNWLFiBR599FGcPXu2RXFbSpXukuZkZmY6PF6+fDmWL18uuypERETtSmZ3SWvGH9ZPwDh+/LjD/unTp9v/HRcXh8GDByM6OhqHDh3C5MmT3arvL3GBNCIiIpXIuGNna4+vn4CRm5vb7AQMo9GI6OjoJidctAaTDCIiog6kNRMwbt68iYKCAukTLjpcknFPxIPw85PTnxTwmLxRt0kTAqTFAoASi9RwOJNTJzdg871mrrHKrV9dWKC8YPdo5cUC4NdZcrxQufFOfVorNd7KmitS462Kf0BarBJLVfOFXNDFX+LvHYC6gX+XGu9Da5DUeH//pFxqPE2FVV4sm01arKYoErpLXF0gbeHChdixYwcOHDhgn4ABAHq9HkFBQaioqEBaWhqmTJkCo9GI69ev4/XXX0e3bt3w9NNPu1XXu3W4JIOIiMhTyByT0VLNTcDQarW4ePEitm3bhpKSEhiNRowePRq7d+9GSEiIW3W9G5MMIiKiDqS5CRhBQUE4fPhwm9SFSQYREZFKNHD/hlSqr2SqIiYZREREKtFAQneJm7NT2pM3J0hERETkwdiSQUREpJL2GPjpSZhkEBERqYRJBhEREalCC0Dr5pgKuXe6aVsck0FERESqYEsGERGRSthdQkRERKpoj9uKexJ2lxAREZEq2JJBRESkEnaXEBERkSo0UNy+Yyfv+ElERER0F7ZkEBERqYTdJURERKQKX08y2F1CREREquhwLRld5veGf3CQlFixPaWEAQB887PcTPTGxRqp8Sw/2qTGQ53ccAiUnA/LrF+NkBgMgORwsgkht4KXv5Qb76WqK9JivZPwgLRYd8j5bKpX81Ox1Hj3hMn9nLrVRe4NscV1eZ9TSo3kzzwnfH3gZ4dLMoiIiDyFr3eXMMkgIiJSia8nGRyTQURERKpgSwYREZFKfL0lg0kGERGRShRooHGz00Dx4k4H7605EREReTS2ZBAREamE3SVERESkCl9PMthdQkRERKpgSwYREZFKfL0lg0kGERGRSnz9tuLsLiEiIiJVsCWDiIhIJewuISIiIlXcSTLc6zTw5iRDte6S9957DzExMQgMDMSgQYPw6aefNlk+JycHgwYNQmBgIO6//368//77alWNiIioTdS3ZLi7ucrV72C1qJJk7N69G0uWLMEbb7yB8+fP45FHHkFycjLy8/MbLW82m/H444/jkUcewfnz5/H666/jpZdewp49e9SoHhERUYfl6newmlTpLlm7di3mzZuHX//61wCAjIwMHD58GBs3bkR6enqD8u+//z6ioqKQkZEBAHjggQdw5swZvP3225gyZUqjr2GxWGCxWOyPS0tLAQC2qipp52GpkBYK1mp5sQDAVlUrNV7NL36WMtRa66TGE1a55wup1ZPclGmR/Las1koNJ/zkxtMEyI1nrZR3PcrKJH4IqOB2+W2p8ayVNVLj1VjkfR4DgKiR90FaU3PnM08IIS1mYyrKb7vd3VHxj+tcVlbmsF+n00Gn0zUo7+p3sKqEZBaLRWi1WrF3716H/S+99JIYOXJko8c88sgj4qWXXnLYt3fvXuHn5yesVmujx6xcuVIA4MaNGzdu3Fq9ffPNN3K+/O5SVVUlDAaDtHrec889DfatXLmyweu25jtYTdJbMn766SfU1tYiIiLCYX9ERASKiooaPaaoqKjR8jU1Nfjpp59gNBobHJOamoqUlBT745KSEkRHRyM/Px96vV7CmbS9srIyREZGoqCgAKGhoe1dnVbjeXiOjnAOQMc4j45wDkDHOY/S0lJERUUhLCxMlfiBgYEwm82wWq1S4gkhoNzVItJYK0ZrvoPVpNrskrt/GI39gJor39j+es6aifR6vVf/4gNAaGio158DwPPwJB3hHICOcR4d4RyAjnMeGo16t4sKDAxEYGCgavGb4up3sFqk/3S7desGrVbbIGMqLi5ukFnVMxgMjZb38/ND165dZVeRiIioQ2rNd7CapCcZAQEBGDRoELKyshz2Z2VlYfjw4Y0eM2zYsAbljxw5gsGDB8Pf3192FYmIiDqk1nwHq0mVdqKUlBT853/+JzZv3owrV67glVdeQX5+Pl588UUAd8ZTzJ49217+xRdfxI0bN5CSkoIrV65g8+bN2LRpE5YtW9bi19TpdFi5cmWjXSjeoiOcA8Dz8CQd4RyAjnEeHeEcAJ6HN2juO7gtKUKoM3/nvffew5o1a1BYWIi4uDisW7cOI0eOBADMnTsX169fR3Z2tr18Tk4OXnnlFVy+fBkmkwmvvvpqu/xAiIiIvF1T38FtSbUkg4iIiHwbV2ElIiIiVTDJICIiIlUwySAiIiJVMMkgIiIiVXhVkuHNy8enp6djyJAhCAkJQXh4OJ566ilcvXq1yWOys7OhKEqD7auvvmqjWjeUlpbWoD4Gg6HJYzzpOtS77777Gv3ZLly4sNHynnAtcnNzMXHiRJhMJiiKgv379zs8L4RAWloaTCYTgoKCkJiYiMuXLzcbd8+ePejbty90Oh369u2Lffv2qXQGdzR1HjabDa+++ir69++PTp06wWQyYfbs2fjhhx+ajJmZmdno9amulrwyYQvOAbgzg+7uuiQkJDQb15OuBYBGf6aKouB3v/ud05htfS1a8tnqLe+NjshrkgxvXz4+JycHCxcuxKlTp5CVlYWamhokJSWhsrKy2WOvXr2KwsJC+xYbG9sGNXauX79+DvW5ePGi07Kedh3qnT592uEc6m9c88wzzzR5XHtei8rKSsTHx2PDhg2NPr9mzRqsXbsWGzZswOnTp2EwGDB27FiUl5c7jXny5ElMnz4ds2bNwueff45Zs2Zh2rRp+Oyzz9Q6jSbP4/bt2zh37hxWrFiBc+fOYe/evfj6668xadKkZuOGhoY6XJvCwkLVbunc3LUAgPHjxzvU5aOPPmoypqddCwANfp6bN2+GoihOV8eu15bXoiWfrd7y3uiQ2nxJtlZ66KGHxIsvvuiwr0+fPuK1115rtPzy5ctFnz59HPa98MILIiEhQbU6uqK4uFgAEDk5OU7LHDt2TAAQt27daruKNWPlypUiPj6+xeU9/TrUe/nll0XPnj1FXV1do8972rUAIPbt22d/XFdXJwwGg3jzzTft+6qrq4Verxfvv/++0zjTpk0T48ePd9g3btw4MWPGDOl1bszd59GY//3f/xUAxI0bN5yW2bJli9Dr9XIr10KNncOcOXPEk08+6VIcb7gWTz75pHj00UebLNOe10KIhp+t3vre6Ci8oiXDarXi7NmzSEpKctiflJSEEydONHrMyZMnG5QfN24czpw5A5vNplpdW6q0tBQAWrQC4IABA2A0GjFmzBgcO3ZM7ao1Ky8vDyaTCTExMZgxYwa+/fZbp2U9/ToAd36/tm/fjl/96lfNLiDkadeintlsRlFRkcPPWqfTYdSoUU7fI4Dz69PUMW2ttLQUiqKgc+fOTZarqKhAdHQ0evTogQkTJuD8+fNtU0EnsrOzER4ejl69emH+/PkoLi5usrynX4sff/wRhw4dwrx585ot257X4u7P1o783vAGXpFkqLF8fHsSQiAlJQUPP/ww4uLinJYzGo3405/+hD179mDv3r3o3bs3xowZg9zc3DasraOhQ4di27ZtOHz4MP7jP/4DRUVFGD58OG7evNloeU++DvX279+PkpISzJ0712kZT7wWv1T/PnB1eWdn16c9loRuTHV1NV577TXMnDmzyRU/+/Tpg8zMTBw8eBA7d+5EYGAgRowYgby8vDas7T8lJyfjww8/xCeffILf//73OH36NB599FFYLBanx3j6tdi6dStCQkIwefLkJsu157Vo7LO1o743vIVqS72rQe3l49vKokWL8MUXX+D48eNNluvduzd69+5tfzxs2DAUFBTg7bffbpfbwwJ3Pjzr9e/fH8OGDUPPnj2xdetWpKSkNHqMp16Heps2bUJycjJMJpPTMp54LRrTmuWdPWVJ6LvZbDbMmDEDdXV1eO+995osm5CQ4DCwcsSIERg4cCDWr1+Pd955R+2qNjB9+nT7v+Pi4jB48GBER0fj0KFDTX5Je+q1AIDNmzfjueeea3ZsRXtei6Y+WzvSe8ObeEVLRkdaPn7x4sU4ePAgjh07hh49erh8fEJCQrv9ddaYTp06oX///k7r5KnXod6NGzdw9OhR/PrXv3b5WE+6FvUzfFxd3tnZ9WmPJaF/yWazYdq0aTCbzcjKymqyFaMxGo0GQ4YM8ZjrYzQaER0d3WR9PPVaAMCnn36Kq1evtup90lbXwtlna0d7b3gbr0gyOsLy8UIILFq0CHv37sUnn3yCmJiYVsU5f/48jEaj5Nq1nsViwZUrV5zWydOuw922bNmC8PBwPPHEEy4f60nXIiYmBgaDweFnbbVakZOT0+Tyzs6uT3ssCV2vPsHIy8vD0aNHW5WMCiFw4cIFj7k+N2/eREFBQZP18cRrUW/Tpk0YNGgQ4uPjXT5W7WvR3GdrR3pveKX2GG3aGrt27RL+/v5i06ZN4ssvvxRLliwRnTp1EtevXxdCCPHaa6+JWbNm2ct/++23Ijg4WLzyyiviyy+/FJs2bRL+/v7iv//7v9ul/v/2b/8m9Hq9yM7OFoWFhfbt9u3b9jJ3n8O6devEvn37xNdffy0uXbokXnvtNQFA7Nmzpz1OQQghxNKlS0V2drb49ttvxalTp8SECRNESEiI11yHX6qtrRVRUVHi1VdfbfCcJ16L8vJycf78eXH+/HkBQKxdu1acP3/ePuvizTffFHq9Xuzdu1dcvHhRPPvss8JoNIqysjJ7jFmzZjnMyPrb3/4mtFqtePPNN8WVK1fEm2++Kfz8/MSpU6fa5TxsNpuYNGmS6NGjh7hw4YLDe8VisTg9j7S0NPHxxx+Lb775Rpw/f17867/+q/Dz8xOfffZZm59DeXm5WLp0qThx4oQwm83i2LFjYtiwYaJ79+5edS3qlZaWiuDgYLFx48ZGY7T3tWjJZ6u3vDc6Iq9JMoQQ4t133xXR0dEiICBADBw40GH655w5c8SoUaMcymdnZ4sBAwaIgIAAcd999zl9k7QFAI1uW7ZssZe5+xzeeust0bNnTxEYGCi6dOkiHn74YXHo0KG2r/wvTJ8+XRiNRuHv7y9MJpOYPHmyuHz5sv15T78Ov3T48GEBQFy9erXBc554Leqn0d69zZkzRwhxZ6reypUrhcFgEDqdTowcOVJcvHjRIcaoUaPs5ev9+c9/Fr179xb+/v6iT58+qidOTZ2H2Wx2+l45duyY0/NYsmSJiIqKEgEBAeLee+8VSUlJ4sSJE+1yDrdv3xZJSUni3nvvFf7+/iIqKkrMmTNH5OfnO8Tw9GtR749//KMICgoSJSUljcZo72vRks9Wb3lvdERc6p2IiIhU4RVjMoiIiMj7MMkgIiIiVTDJICIiIlUwySAiIiJVMMkgIiIiVTDJICIiIlUwySAiIiJVMMkgIiIiVTDJICIiIlUwySAiIiJVMMkgIiIiVfx/nra9mkOWD4sAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Boundary Pass Smoothing\n", + "imin, imax = 350, 370\n", + "jmin, jmax = 290, 310\n", + "ii, jj = 354, 301\n", + "plt.pcolormesh(oc_bathy[imin:imax, jmin:jmax], cmap=cmap, vmax=220)\n", + "plt.plot(jj-jmin+0.5, ii-imin+0.5, 'r*')\n", + "print (oc_bathy[ii, jj])\n", + "plt.colorbar()\n", + "oc_bathy[354, 301] = 0.5*(oc_bathy[355, 301] + oc_bathy[354, 300])" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.679969Z", + "start_time": "2025-02-13T20:47:23.676880Z" + } + }, + "outputs": [], + "source": [ + "depth_check(oc_bathy[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 7. Fix Puget" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.723371Z", + "start_time": "2025-02-13T20:47:23.720309Z" + } + }, + "outputs": [], + "source": [ + "ps_bathy = np.copy(oc_bathy[:])" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:23.770980Z", + "start_time": "2025-02-13T20:47:23.767749Z" + } + }, + "outputs": [], + "source": [ + "ps_masked = np.ma.masked_array(ps_bathy, ps_bathy == 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:47:24.063520Z", + "start_time": "2025-02-13T20:47:23.834362Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "49.126086120645176 -123.7738383234444\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "di = 310; dj=300\n", + "imin= 0; jmin = 50\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 4.5))\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(ps_masked[:] - oc_bathy[:], cmap=cm.oxy_r, vmax=5., vmin=-2)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((imin, imin+di))\n", + "ax.set_xlim((jmin, jmin+dj))\n", + "plt.plot(180+0.5, 817+0.5, 'rx')\n", + "plt.plot(99+0.5, 877+0.5, 'rx')\n", + "\n", + "print (lats[475, 226].values, lons[475, 226].values)\n", + "depth_check(ps_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Smooth" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Main Smoothing" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:50.737Z", + "start_time": "2025-02-13T20:47:24.066187Z" + } + }, + "outputs": [], + "source": [ + "# let's smooth\n", + "max_dh_over_hbar = 0.8\n", + "sm_bathy = bathy_tools.smooth(ps_masked, max_norm_depth_diff=max_dh_over_hbar, smooth_factor=0.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:50.774176Z", + "start_time": "2025-02-13T20:49:50.769963Z" + } + }, + "outputs": [], + "source": [ + "depth_check(sm_bathy[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Add Shallow Steveston Jetty" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:50.796451Z", + "start_time": "2025-02-13T20:49:50.794180Z" + } + }, + "outputs": [], + "source": [ + "sj_bathy = np.copy(sm_bathy[:])\n", + "ibase = 420\n", + "jbase = 295" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.069203Z", + "start_time": "2025-02-13T20:49:50.844231Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sj_masked = np.ma.masked_array(sj_bathy, sj_bathy == 0)\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax= 15\n", + "vmin = 4\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(sj_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase+10, ibase+25))\n", + "ax.set_xlim((jbase-10, jbase+20));\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.089431Z", + "start_time": "2025-02-13T20:49:51.086844Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(9,) (9,)\n" + ] + } + ], + "source": [ + "x = np.arange(295, 304); jv_x = np.arange(295, 304); ju_x = []\n", + "y = np.ones(9)*439; jv_y = np.ones(9)*439; ju_y = []\n", + "print (x.shape, y.shape)\n", + "\n", + "\n", + "# make the jetty 4m deep\n", + "for j,i in zip(y, x):\n", + " if sj_bathy[int(j), i] > 4:\n", + " sj_bathy[int(j), i] = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.371924Z", + "start_time": "2025-02-13T20:49:51.136851Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax=4.5\n", + "vmin = 4\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(sj_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase+10, ibase+25))\n", + "ax.set_xlim((jbase-10, jbase+20));\n", + "\n", + "for j,i in zip(y,x):\n", + " ax.plot(i+0.5, j+0.5, 'oy')\n", + "for j,i in zip(jv_y, jv_x):\n", + " ax.plot(i+0.5, j+1, 'om')\n", + "for j,i in zip(ju_y, ju_x):\n", + " ax.plot(i+1, j+0.5, 'xr')\n", + "#depth_check(sj_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Check Dredged Channel" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.401561Z", + "start_time": "2025-02-13T20:49:51.398884Z" + } + }, + "outputs": [], + "source": [ + "dc_bathy = np.copy(sj_bathy[:])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.659977Z", + "start_time": "2025-02-13T20:49:51.446846Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax= 15\n", + "vmin = 10\n", + "\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(dc_masked, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase-10, ibase+20))\n", + "ax.set_xlim((jbase-10, jbase+50));\n", + "ax.plot(jbase+23+0.5, ibase+6+0.5, 'o');\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "According to: https://voony.files.wordpress.com/2012/10/gmtnauticalchart.jpg\n", + "\n", + "it should be at least 10 m above datum = 13 m above msl deep north of Deas. So we'll make it continuous 13 m throughout.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.680679Z", + "start_time": "2025-02-13T20:49:51.678563Z" + } + }, + "outputs": [], + "source": [ + "store_dc = np.copy(dc_bathy)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.728308Z", + "start_time": "2025-02-13T20:49:51.722256Z" + } + }, + "outputs": [], + "source": [ + "dc_bathy[ibase+3, jbase+49] = 13\n", + "dc_bathy[ibase+3, jbase+48] = 13\n", + "dc_bathy[ibase+4, jbase+48] = 13\n", + "dc_bathy[ibase+4, jbase+43] = 13\n", + "dc_bathy[ibase+5, jbase+43] = 13\n", + "dc_bathy[ibase+5, jbase+42] = 13\n", + "dc_bathy[ibase+5, jbase+41] = 13\n", + "dc_bathy[ibase+5, jbase+40] = 13\n", + "dc_bathy[ibase+5, jbase+39] = 13\n", + "dc_bathy[ibase+5, jbase+37] = 13\n", + "dc_bathy[ibase+4, jbase+37] = 13\n", + "dc_bathy[ibase+4, jbase+36] = 13\n", + "dc_bathy[ibase+4, jbase+35] = 13\n", + "dc_bathy[ibase+4, jbase+34] = 13\n", + "dc_bathy[ibase+4, jbase+33] = 13\n", + "dc_bathy[ibase+4, jbase+32] = 13\n", + "dc_bathy[ibase+4, jbase+31] = 13\n", + "dc_bathy[ibase+4, jbase+30] = 13\n", + "dc_bathy[ibase+4, jbase+29] = 13\n", + "dc_bathy[ibase+5, jbase+29] = 13\n", + "dc_bathy[ibase+5, jbase+28] = 13\n", + "dc_bathy[ibase+5, jbase+27] = 13\n", + "dc_bathy[ibase+6, jbase+27] = 13\n", + "dc_bathy[ibase+6, jbase+26] = 13\n", + "dc_bathy[ibase+6, jbase+25] = 13\n", + "dc_bathy[ibase+6, jbase+22] = 13\n", + "dc_bathy[ibase+7, jbase+22] = 13\n", + "dc_bathy[ibase+7, jbase+21] = 13\n", + "dc_bathy[ibase+7, jbase+20] = 13\n", + "dc_bathy[ibase+8, jbase+20] = 13\n", + "dc_bathy[ibase+8, jbase+19] = 13\n", + "dc_bathy[ibase+9, jbase+19] = 13\n", + "dc_bathy[ibase+9, jbase+18] = 13\n", + "dc_bathy[ibase+10, jbase+18] = 13\n", + "dc_bathy[ibase+10, jbase+17] = 13\n", + "dc_bathy[ibase+11, jbase+17] = 13\n", + "dc_bathy[ibase+11, jbase+16] = 13\n", + "dc_bathy[ibase+12, jbase+16] = 13\n", + "dc_bathy[ibase+13, jbase+16] = 13\n", + "dc_bathy[ibase+13, jbase+15] = 13\n", + "dc_bathy[ibase+14, jbase+15] = 13\n", + "dc_bathy[ibase+14, jbase+14] = 13\n", + "dc_bathy[ibase+15, jbase+14] = 13\n", + "dc_bathy[ibase+16, jbase+14] = 13\n", + "dc_bathy[ibase+16, jbase+13] = 13\n", + "dc_bathy[ibase+17, jbase+13] = 13\n", + "dc_bathy[ibase+17, jbase+12] = 13\n", + "dc_bathy[ibase+18, jbase+12] = 13\n", + "dc_bathy[ibase+18, jbase+7:jbase+12] = 13\n", + "dc_bathy[ibase+18, jbase+6] = 13\n", + "dc_bathy[ibase+18, jbase+5] = 13\n", + "dc_bathy[ibase+18, jbase+4] = 13\n", + "dc_bathy[ibase+18, jbase+3] = 13\n", + "dc_bathy[ibase+17, jbase+3] = 13\n", + "dc_bathy[ibase+17, jbase+2] = 13\n", + "dc_bathy[ibase+17, jbase+1] = 13\n", + "dc_bathy[ibase+17, jbase] = 13\n", + "dc_bathy[ibase+17, jbase-1] = 13\n", + "dc_bathy[ibase+17, jbase-2] = 13" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:51.775880Z", + "start_time": "2025-02-13T20:49:51.773340Z" + } + }, + "outputs": [], + "source": [ + "dc_bathy = np.maximum(dc_bathy, store_dc)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:52.044733Z", + "start_time": "2025-02-13T20:49:51.824011Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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OHDjQY3lBQYGam5vdR11dnS/NBgAAODtCbPKJTxnDKVOmqKamxuPc3LlzlZaWpiVLlig8PLzH+0zT9BgK/rL9+/ero6NDycnJPZY7HA45HA5fmgoAAHD2nc97JcfExCgjI8PjnNPpVEJCgjIyMtTW1qbly5crJydHycnJ+uSTT7RmzRrV19frjjvukCS9//772rhxo2688UYlJibqrbfe0qJFi5SZmalJkyb575MBAACcbSE2lOzXnU/Cw8P19ttv67nnntPhw4eVkJCgq666Sq+99prS09MlSVFRUXrllVf0xBNPqLW1VampqZoxY4aWLl3aa8YRAAAgONkdFg6BjGFPdu7c6f51dHS0SktLvV6fmpqq8vLy/j4WAAAAfsZeyQAAAHadz+8YAgAA4AsIDAEAACDJ9i4mIbPzCXx398MJA90EfIk/Fp4OFKu2Xm8WW9Zx+Yqfei1/50HvC2BL0v78R72W76j0/n6xJF0/bITX8nPp+wIAksgYAgAA4LQQCwyDcxEdAAAABBwZQwAAALsM2VuSMDgThgSGAAAAdjH5BAAAAKeEGacOO/cFIQJDAAAAuxhKBgAAgCRmJQMAACA0kTEEAACwi6Fk+GpLZafX8u+PClBDLARi14nOtXvP+jPON1f/JM7ymiNt3v8EasnIs6yjYV+J1/KF1z9pWcfed35leQ0AnEuYlQwAAIBTyBgCAABA0unA0M7kE7+3xC+YfAIAAABJZAwBAADsYygZAAAAkggMAQAAcFqILXBNYAgAANAfwRnj2UJgCAAAYFeY7E3lDdLpv0HaLAAAAAQaGcMASEkd6Bb0zfm0K0mgPqs/dpPxR1ut2tH5kvUz0od73/nkeNthyzqmPfyG93ZYfNZA7M4DAD5h8gkAAAAkhdzkE4aSAQAA7DL6cfhg165duvnmm5WSkiLDMLR582aP8tLSUk2bNk2JiYkyDEPV1dW2Pg6BIQAAgF0BCgzb2to0fvx4FRcX91o+adIkrVixwtbHOIOhZAAAALsC9I7h9OnTNX369F7LZ8+eLUn64IMPbDTmcwSGAAAAA6SlpcXja4fDIYfDMUCtYSgZAADAvjOTT+wcklJTUxUXF+c+ioqKBvTjkDEEAACwq59DyXV1dYqNjXWfHshsoURgCAAAYF8/A8PY2FiPwHCgERgGwDvlLu8XfCMw7YBvzpXFlP3Rzr7U8dF7O72W3zD6Pss66tc+4bV8Spv3Ovqy2Pe58n0DECJY4BoAAACSArbAdWtrq9577z3317W1taqurlZ8fLxGjBihTz/9VAcPHtShQ4ckSe+8844kKSkpSUlJSX1+DpNPAAAAgtzevXuVmZmpzMxMSdLChQuVmZmpX/ziF5KkLVu2KDMzUzNmzJAk5eXlKTMzU0899ZRPzyFjCAAAYFeAhpKzsrJkmmav5XPmzNGcOXNsNMQTgSEAAIBdIfaOYb+GkouKimQYhvLz893nCgsLlZaWJqfTqSFDhig7O1t79uzxuM/lcmn+/PlKTEyU0+lUTk6O6uvr+9MUAACAwAvQlniBYjswrKio0Nq1azVu3DiP85dddpmKi4tVU1Oj3bt3a+TIkZo6dao+/vhj9zX5+fnatGmTSkpKtHv3brW2tuqmm25SZ2en/U8CAAAQYP1c3zro2AoMW1tbNWvWLK1bt05DhgzxKJs5c6ays7N1ySWXKD09XStXrlRLS4vefPNNSVJzc7PWr1+vX//618rOzlZmZqY2bNigmpoabd++vf+fCAAAIFBCLDK0FRjOmzdPM2bMUHZ2ttfr2tvbtXbtWsXFxWn8+PGSpMrKSnV0dGjq1Knu61JSUpSRkaHXX3/dTnMAAADgBz5PPikpKVFVVZUqKip6vWbr1q3Ky8vTsWPHlJycrLKyMiUmJkqSGhsbFRUV1S3TOGzYMDU2NvZYn8vlksv1+SLRX95wGgAAYMAEZ/LPFp8Cw7q6Oi1YsEDbtm1TdHR0r9dNnjxZ1dXVOnz4sNatW6fc3Fzt2bNHQ4cO7fUe0zRl9JJWLSoq0rJly3xpalD5eP0Gr+V7fpBoWcc3Eof7qznQubU7RrC0ddj9WV7L8zc9b1nHS99+1Gt548Zir+XZb37P8hlKtb4EAPzmfJ6VXFlZqaamJk2YMEERERGKiIhQeXm5nnzySUVERLgnjzidTo0ePVpXX3211q9fr4iICK1fv17SqRW429vbdeTIEY+6m5qaNGzYsB6fW1BQoObmZvdRV1dn57MCAAD41/k8K3nKlCmqqalRdXW1+5g4caJmzZql6upqhYeH93ifaZruoeAJEyYoMjJSZWVl7vKGhgbt27dP1157bY/3OxwO9ybTwbbZNAAAOH+F2NwT34aSY2JilJGR4XHO6XQqISFBGRkZamtr0/Lly5WTk6Pk5GR98sknWrNmjerr63XHHXdIkuLi4nT33Xdr0aJFSkhIUHx8vBYvXqyxY8daTmYBAAAIKgHaKzlQ/LrzSXh4uN5++20999xzOnz4sBISEnTVVVfptddeU3p6uvu6xx9/XBEREcrNzdXx48c1ZcoUPfvss71mHAEAAHD29Tsw3Llzp/vX0dHRKi0ttbwnOjpaq1ev1urVq/v7eAAAgIETYpNP2CsZAADALgJDAAAASCIwBAAAwCkhNveEwDAQjrcd9lredvJkgFoCnD2r1s22vKazfq/X8vThc7yWN9T8zvIZaTUZXsvv2/GgZR33/dv3La8BAEkhFxna2isZAAAAoYeMIQAAgF28YwgAAAAp5EaSCQwBAABsI2MIAAAASQSGAAAAOC3ExpKZlQwAAABJZAwBAABsC7GEIYEhAACAbbxjCH/7ZtLIgW4CEBT21z/rtdxqZ5S+KJ68wvKab971tNfyVz++t9/tABAiCAwBAAAgSYYMGTbGhY0gjQwJDAEAAOwKsYwhs5IBAAAgiYwhAACAfSGWMSQwBAAAsIvAEAAAABLrGAIAAOCMEIsMCQwBAADsCrGhZGYlAwAAQBIZw6DwcM1fLa/5xdivBqAlwNkV/qOJXsu3LP291/L7dz5o+Yzvpl7stXzSpT+2rOPQc6u9lqcpw7KOQPhN5cOW1/zx721ey1dcaf1ni9X3rXPt3n7XAZyrQmwkmcAQAADAthAbSiYwBAAAsCvEUoYEhgAAADaFWFxIYAgAAGBbiA0lMysZAAAgyO3atUs333yzUlJSZBiGNm/e7FFumqYKCwuVkpKiQYMGKSsrS/v37/f5OQSGAAAAdhn9OHzQ1tam8ePHq7i4uMfyxx57TCtXrlRxcbEqKiqUlJSkb33rWzp69KhPz2EoGQAAwKZAvWM4ffp0TZ8+vccy0zS1atUq/cu//Ituu+02SdJzzz2nYcOG6YUXXtC9997b5+eQMQQAALDrTGRo55DU0tLicbhcLp+bUFtbq8bGRk2dOtV9zuFw6IYbbtDrr7/uU11kDINA+c8/sr7ov1jg2p9YkDc4zbjoEq/lK9+2Xgw+Yf4/eC3/9SvPW9ax933v/5R/40crLOtwRMd6LXedaLGsw8qPJ/yi33X8edIPLa+ZWDPVa/m/177T73ZY+fk86+/bux94/769Oc/6+3Y+mfx76wXjf/Ps9/v9nLu/v8Fref2fvQdCJ08c1yu6r9/tOGv6OfkkNTXV4/TSpUtVWFjoU1WNjY2SpGHDhnmcHzZsmD788EOf6iIwBAAAsMvmUPKZwLCurk6xsZ//Q9LhcNhvypcaYppmt3NWCAwBAAAGSGxsrEdgaEdSUpKkU5nD5ORk9/mmpqZuWUQrvGMIAABgV4BmJXszatQoJSUlqayszH2uvb1d5eXluvbaa32qi4whAACAbf0cS+6j1tZWvffee+6va2trVV1drfj4eI0YMUL5+fn65S9/qTFjxmjMmDH65S9/qcGDB2vmzJk+PYfAEAAAwKZALVezd+9eTZ482f31woULJUl33XWXnn32Wf30pz/V8ePH9ZOf/ERHjhzRN77xDW3btk0xMTE+PadfQ8lFRUUyDEP5+fmSpI6ODi1ZskRjx46V0+lUSkqK7rzzTh06dMjjvqysLBmG4XHk5eX1pykAAACBF6Ch5KysLJmm2e149tlnTzXDMFRYWKiGhgadOHFC5eXlysjI8Pnj2A4MKyoqtHbtWo0bN8597tixY6qqqtJDDz2kqqoqlZaW6t1331VOTk63+++55x41NDS4j6efftpuUwAAAAZGELxj6E+2hpJbW1s1a9YsrVu3To888oj7fFxcnMeLj5K0evVqff3rX9fBgwc1YsQI9/nBgwe7Z9EAAABg4NnKGM6bN08zZsxQdna25bXNzc0yDEMXXnihx/mNGzcqMTFR6enpWrx4sde9/FwuV7eVwQEAAAbal1+N8+UIRoZpmqYvN5SUlGj58uWqqKhQdHS0srKydMUVV2jVqlXdrj1x4oSuu+46paWlacOGz1c+X7dunXtq9b59+1RQUKDRo0d3yzaeUVhYqGXLlnU7PybpqwoPC/el+eesDW8WeS3PjE/2Wo7gxO4qvrntW9a7X5SWzQ5ASwLDaoeevvz8pP3R93eM0D/JV3j/GTzy7h8s6xg0eKj3Og6/7VObzmWdXZ060PhXNTc393u9P39qaWlRXFycpq78jSIHDfL5/o7jx7Vt4Y+D7nP5NJRcV1enBQsWaNu2bYqOjvZ6bUdHh/Ly8tTV1aU1a9Z4lN1zzz3uX2dkZGjMmDGaOHGiqqqqdOWVV3arq6CgwD37Rjr1zfjyFjIAAAAB188t8YKNT4FhZWWlmpqaNGHCBPe5zs5O7dq1S8XFxXK5XAoPD1dHR4dyc3NVW1urV1991TISvvLKKxUZGakDBw70GBg6HI5+bREDAABwNgRquZpA8SkwnDJlimpqajzOzZ07V2lpaVqyZIlHUHjgwAHt2LFDCQkJlvXu379fHR0dHtu4AAAAILB8CgxjYmK6rYnjdDqVkJCgjIwMnTx5Urfffruqqqq0detWdXZ2qrGxUZIUHx+vqKgovf/++9q4caNuvPFGJSYm6q233tKiRYuUmZmpSZMm+e+TAQAAnG3n81Cylfr6em3ZskWSdMUVV3iU7dixQ1lZWYqKitIrr7yiJ554Qq2trUpNTdWMGTO0dOlShYefHxNJAABAaLA7wzhYZyX3OzDcuXOn+9cjR46U1STn1NRUlZeX9/exAAAAA4+MIQAAACQRGAIAAOCUUJuVbHuvZAAAAIQWMobniCffaPZa/syUc2Opn4dr/mp5zS/GfjUALQkOVjtb9MX5tHvKf95h/bOxaKT33VF+fZV1HcHSp1bt6MvPz23//pbX8o9+vdmyjkEXXeW1PGPpcMs69m895rU8PnOw1/KmMuutUMMPfOS1/JpfjbGsY/7l3j/L0EExlnVYCf/REstrrL63L3zwrmUdy6/7ZZ/b1JuISO+bWZzsONHvZ5zzGEoGAACAxKxkAAAAnEHGEAAAAJIIDAEAAHAKs5IBAAAQksgYAgAA9EeQZv/sIDAEAACwKdSGkgkMAQAA7GLyCQbCm//0tPcLDjwemIb00/m0eHWg9GWR42BZsDkQ/ra/y/sF3tdq9ht/LF7uD6V3fs1refjuO/tSi9fS7d/ow2f9Rh8e481t/by/j4Ll94pf2nFj/6t4cvEGr+VJ0dZhxP/3q0+9lptHO72Wn2w/rgO/+6nlcwZMiKUMCQwBAABsCrG4kFnJAAAAOIWMIQAAgF28YwgAAAAp9IaSCQwBAADsImMIAAAAiYwhAAAATgu1wJBZyQAAAJBExhAAAMA+3jHEQDhx/IjX8puKayzr2HrfWH81J+hZ7RpwLu0W4o8dNPxRR7D0h5WEkeFeyydfvdayjp8//bzX8haXdTse2fdXr+U//eoYyzqiwr3/ER0s3xN/tCMQO8UES3+dS+7/1fe9lvfl+/adJ72XHzrW7LX8aEubvvY7y8cMmFNDyb5HecE6lExgCAAAYBcZQwAAAEihN/mEwBAAAMCmUAsMmZUMAAAASWQMAQAA7OMdQwAAAEihN5RMYAgAAGCTEXbqsHNfMArSZgEAAJwjDBuHj44ePar8/HxdfPHFGjRokK699lpVVFT4p/1fQMYwRHzy1IuW11TkxXstvyrxIn81Z8AFYrHcQAmWxYMDsUi2P57xzAveF+TVOOs6doz/Ub/bsWK/9wWurRavPt+w+PS5KSDft/az/4j+CNRQ8g9/+EPt27dPzz//vFJSUrRhwwZlZ2frrbfe0kUX+e/vbzKGAAAAQez48eN68cUX9dhjj+n666/X6NGjVVhYqFGjRuk3v/mNX5/FP1kBAADsspkx9GU4+eTJk+rs7FR0dLTH+UGDBmn37t02Ht47MoYAAAA2nRlKtnNIUktLi8fhcnXfjD0mJkbXXHON/vVf/1WHDh1SZ2enNmzYoD179qihocGvn4fAEAAAwKb+BoapqamKi4tzH0VFRT0+5/nnn5dpmrrooovkcDj05JNPaubMmQoPD/fr52EoGQAAwKb+Tj6pq6tTbGys+7zD4ejx+ksvvVTl5eVqa2tTS0uLkpOT9d3vflejRo2y0+xe9StjWFRUJMMwlJ+fL0nq6OjQkiVLNHbsWDmdTqWkpOjOO+/UoUOHPO5zuVyaP3++EhMT5XQ6lZOTo/r6+v40BQAAIOD6mzGMjY31OHoLDM9wOp1KTk7WkSNH9PLLL+uWW27x6+exHRhWVFRo7dq1Gjfu87Ufjh07pqqqKj300EOqqqpSaWmp3n33XeXk5Hjcm5+fr02bNqmkpES7d+9Wa2urbrrpJnV2dtr/JAAAACHq5Zdf1ksvvaTa2lqVlZVp8uTJuvzyyzV37ly/PsfWUHJra6tmzZqldevW6ZFHHnGfj4uLU1lZmce1q1ev1te//nUdPHhQI0aMUHNzs9avX6/nn39e2dnZkqQNGzYoNTVV27dv17Rp0/rxcQAAAAInUOsYNjc3q6CgQPX19YqPj9d3vvMdLV++XJGRkb4/3AtbGcN58+ZpxowZ7sDOm+bmZhmGoQsvvFCSVFlZqY6ODk2dOtV9TUpKijIyMvT666/3WIfL5eo2awcAAGCg9Xcoua9yc3P1/vvvy+VyqaGhQcXFxYqLi/P75/E5Y1hSUqKqqqo+bcNy4sQJPfjgg5o5c6b7xcrGxkZFRUVpyJAhHtcOGzZMjY2NPdZTVFSkZcuW+drU80rLZx9YXvPiQe8BdSjtfMIuCp4C0R992bWkvzubBOr7Gojn/MtZfwKAQAhUxjBQfMoY1tXVacGCBdqwYUO3RRa/rKOjQ3l5eerq6tKaNWss6zZNU0YvvVRQUKDm5mb3UVdX50uzAQAAzopAZQwDxaeMYWVlpZqamjRhwgT3uc7OTu3atUvFxcVyuVwKDw9XR0eHcnNzVVtbq1dffdVjGnZSUpLa29t15MgRj6xhU1OTrr322h6f63A4LGfpAAAABNp5nTGcMmWKampqVF1d7T4mTpyoWbNmqbq62iMoPHDggLZv366EhASPOiZMmKDIyEiPSSoNDQ3at29fr4EhAAAAzj6fMoYxMTHKyMjwOOd0OpWQkKCMjAydPHlSt99+u6qqqrR161Z1dna63xuMj49XVFSU4uLidPfdd2vRokVKSEhQfHy8Fi9erLFjx/ZpMgsAAECwMOTTtsce9wUjv+58Ul9fry1btkiSrrjiCo+yHTt2KCsrS5L0+OOPKyIiQrm5uTp+/LimTJmiZ5991u/bugAAAJxNoTaU3O/AcOfOne5fjxw5UqZpWt4THR2t1atXa/Xq1f19PAAAwIAJM04ddu4LRuyVDAAAYBMZQwAAAEg6Exhaj5b2dF8wsr1XMgAAAEILGcPzyH/nPOq1/NvVj3gtl6RvJA73V3POqv7usCGxe4qv6C8A5yPeMQQAAMApdncxITAEAAAILWGymTH0e0v8g8AQAADAJmYlAwAAQFLovWMYrJlMAAAABBgZQwAAAJtCLWNIYAgAAGAT7xgCAABAEhlDhLCf3faa5TUrN2d5LR8fn+yn1pxdLMYMAPCHMNmbsBGskzwIDAEAAGwKtYxhsAasAAAACDAyhgAAADYx+QQAAACSQm8omcAQAADAJsNmYEjGEAAAIMSQMQQAAICk0FuuJljbBQAAgAAjYwgAAGATQ8kIWY1/e9nymsf+lOm1fOOMc2Pnk861ey2vYXcUAIAVAkMAAABIIjAEAADAaaEWGDL5BAAAAJLIGAIAANgWLilcvqf/wv3fFL8gMAQAALCJnU8AAAAgKfTeMSQwBAAAsInAEAAAAJLYEg8AAAAhiowhfFJ97wqv5T964UGv5WuvT/Nnc86qvuyOYoXdUwAgtIXJUJiNmSRhNmYyBwKBIQAAgE2h9o4hQ8kAAAA2hRv2j746efKkfv7zn2vUqFEaNGiQLrnkEj388MPq6ury++chYwgAAGBTmAxbw8K+3PPoo4/qqaee0nPPPaf09HTt3btXc+fOVVxcnBYsWODzs70hMAQAALApEEPJf/rTn3TLLbdoxowZkqSRI0fqd7/7nfbu7f+78N3a1Z+bi4qKZBiG8vPz3edKS0s1bdo0JSYmyjAMVVdXd7svKytLhmF4HHl5ef1pCgAAwDmnpaXF43C5XN2uue666/TKK6/o3XfflST95S9/0e7du3XjjTf6vT22M4YVFRVau3atxo0b53G+ra1NkyZN0h133KF77rmn1/vvuecePfzww+6vBw0aZLcpAAAAA8Iw7M1KNk7fk5qa6nF+6dKlKiws9Di3ZMkSNTc3Ky0tTeHh4ers7NTy5cv1ve99z3a7e2MrMGxtbdWsWbO0bt06PfLIIx5ls2fPliR98MEHXusYPHiwkpKS7DweAAAgKPR3KLmurk6xsbHu8w6Ho9u1//Ef/6ENGzbohRdeUHp6uqqrq5Wfn6+UlBTddddddpvec7vs3DRv3jzNmDFD2dnZth+8ceNGJSYmKj09XYsXL9bRo0d7vdblcnVLtQIAAAy0cBm2D0mKjY31OHoKDB944AE9+OCDysvL09ixYzV79mz98z//s4qKivz+eXzOGJaUlKiqqkoVFRW2Hzpr1iyNGjVKSUlJ2rdvnwoKCvSXv/xFZWVlPV5fVFSkZcuW2X4eAufdxa94LW/ZPdKyjtioaD+1ZuBZLZLNAtgAcG4LxOSTY8eOKSzMM5cXHh4+8MvV1NXVacGCBdq2bZuio+3/5f3Fdw8zMjI0ZswYTZw4UVVVVbryyiu7XV9QUKCFCxe6v25paek2Jg8AABBoYTbfMfTlnptvvlnLly/XiBEjlJ6erjfeeEMrV67UD37wA5+fa8WnwLCyslJNTU2aMGGC+1xnZ6d27dql4uJiuVwuhYeH+9yIK6+8UpGRkTpw4ECPgaHD4egxtQoAABDqVq9erYceekg/+clP1NTUpJSUFN177736xS9+4fdn+RQYTpkyRTU1NR7n5s6dq7S0NC1ZssRWUChJ+/fvV0dHh5KTk23dDwAAMBDCZG/Chi/3xMTEaNWqVVq1apWNJ/nGp8AwJiZGGRkZHuecTqcSEhLc5z/99FMdPHhQhw4dkiS98847kqSkpCQlJSXp/fff18aNG3XjjTcqMTFRb731lhYtWqTMzExNmjTJH58JAAAgIAIxlBxIft8recuWLcrMzHSvzp2Xl6fMzEw99dRTkqSoqCi98sormjZtmi6//HLdf//9mjp1qrZv32474wgAADAQArFXciD1e0u8nTt3enw9Z84czZkzp9frU1NTVV5e3t/HAgAADLj+LnAdbNgrGQAAwKYwGQqTjaFkG/cEgt+HkgEAAHBuImMIAABgUyAWuA4kAkP41ceHvO+Ic80l1jvmLHmtwGv5naMu96lNA8kfO5tY7Z4SqHYAALoLtVnJBIYAAAA2hdo7hgSGAAAANpExBAAAgCT7axIG6zqGzEoGAACAJDKGAAAAtjGUDAAAAElMPgEAAMBpbIkHAAAASQwlA2fdo/9Q5LX8zvpn+/2Mviz4bLWwdF/qmJ27wWv5s9lplnVYPccfC2ADAOwJk72ZvME6+zdY2wUAAIAAI2MIAABgU5hsDiUz+QQAACC08I4hAAAAJBEYAgAA4LRwSeE2hoXD/d8UvyAwBAAAsCnUMobMSgYAAIAkMoYAAAC2sfMJAAAAJIXeUDKBIc456cPnWF4z9Ns/8VrueurPlnVMecD7jiI3DPqNZR0Vc1Z4Lc9O/65lHZ0vs7MJAASrMBm21iRkHUMAAIAQQ8YQAAAAkkIvMGRWMgAAACSRMQQAALCNdwwBAAAgKfSGkgkMAQAAbCIwBAAAgCQCQwAAAJxmKExhNubyGkE6/zc4WwUAAICAI2OIkNS0aY3X8mu2fcWyjmNtH/urOb1q2P8ffbhq+llvBwDAHoaSAQAAIInAEAAAAKcRGAIAAEASC1wDAADgtFDLGPZrVnJRUZEMw1B+fr77XGlpqaZNm6bExEQZhqHq6upu97lcLs2fP1+JiYlyOp3KyclRfX19f5oCAAAQskaOHCnDMLod8+bN8+tzbAeGFRUVWrt2rcaNG+dxvq2tTZMmTdKKFSt6vTc/P1+bNm1SSUmJdu/erdbWVt10003q7Oy02xwAAICAO5UxDLNx+JYxrKioUENDg/soKyuTJN1xxx1+/Ty2hpJbW1s1a9YsrVu3To888ohH2ezZsyVJH3zwQY/3Njc3a/369Xr++eeVnZ0tSdqwYYNSU1O1fft2TZs2zU6TAAAAAi5QQ8lf+YrnMmsrVqzQpZdeqhtuuMHnZ3tjKzCcN2+eZsyYoezs7G6BoZXKykp1dHRo6tSp7nMpKSnKyMjQ66+/3mNg6HK55HK53F83NzdLkjq7yDDCns7Ok9bXBMnPV0tLa/8rae9/FQAwIE7/+WWa5sC2oxetR4/ZCgxbjx6TJLW0tHicdzgccjgcXu9tb2/Xhg0btHDhQhl+flfR58CwpKREVVVVqqiosPXAxsZGRUVFaciQIR7nhw0bpsbGxh7vKSoq0rJly7qd/1vTu7baAJxLhlyYNdBNAIABd/ToUcXFxQ10M9yioqKUlJSki0fMsF3HBRdcoNTUVI9zS5cuVWFhodf7Nm/erM8++0xz5syx/eze+BQY1tXVacGCBdq2bZuio6P92hDTNHuNegsKCrRw4UL3111dXfr000+VkJDg90jZ31paWpSamqq6ujrFxsYOdHPOefSn/9Gn/kef+hf96X/nUp+apqmjR48qJSVloJviITo6WrW1tWpvtz8k01PsY5UtlKT169dr+vTpZ6VPfAoMKysr1dTUpAkTJrjPdXZ2ateuXSouLpbL5VJ4eLjXOpKSktTe3q4jR454ZA2bmpp07bXX9nhPT2nVCy+80JemD7jY2Nig/813LqE//Y8+9T/61L/oT/87V/o0mDKFXxQdHe33RJmVDz/8UNu3b1dpaelZqd+nWclTpkxRTU2Nqqur3cfEiRM1a9YsVVdXWwaFkjRhwgRFRka6Z9NIUkNDg/bt29drYAgAAADpmWee0dChQzVjhv0hbG98yhjGxMQoIyPD45zT6VRCQoL7/KeffqqDBw/q0KFDkqR33nlH0qlMYVJSkuLi4nT33Xdr0aJFSkhIUHx8vBYvXqyxY8e6ZykDAADAU1dXl5555hndddddiog4O3uU9GuB655s2bJFmZmZ7kg2Ly9PmZmZeuqpp9zXPP7447r11luVm5urSZMmafDgwfrv//7vPmUczzUOh0NLly7t0zsDsEZ/+h996n/0qX/Rn/5Hn56btm/froMHD+oHP/jBWXuGYQbr/G8AAAAElN8zhgAAADg3ERgCAABAEoEhAAAATiMwBAAAgCQCQ58VFRXpqquuUkxMjIYOHapbb73VvSTPGR999JHmzJmjlJQUDR48WP/4j/+oAwcOeFzjcrk0f/58JSYmyul0KicnR/X19YH8KEHjN7/5jcaNG+deaPWaa67R//zP/7jLTdNUYWGhUlJSNGjQIGVlZWn//v0eddCfnqz6tLS0VNOmTVNiYqIMw1B1dXW3OuhTT976tKOjQ0uWLNHYsWPldDqVkpKiO++8071s1xn06eesfkYLCwuVlpYmp9OpIUOGKDs7W3v27PGog/70ZNWnX3TvvffKMAytWrXK4zx9CgJDH5WXl2vevHn6v//7P5WVlenkyZOaOnWq2traJJ0KYm699Vb97W9/03/913/pjTfe0MUXX6zs7Gz3NZKUn5+vTZs2qaSkRLt371Zra6tuuukmdXZ2DtRHGzDDhw/XihUrtHfvXu3du1ff/OY3dcstt7iDv8cee0wrV65UcXGxKioqlJSUpG9961s6evSouw7605NVn7a1tWnSpElasWJFr3XQp5689emxY8dUVVWlhx56SFVVVSotLdW7776rnJwcjzro089Z/YxedtllKi4uVk1NjXbv3q2RI0dq6tSp+vjjj9110J+erPr0jM2bN2vPnj09bqdGn0Im+qWpqcmUZJaXl5umaZrvvPOOKcnct2+f+5qTJ0+a8fHx5rp160zTNM3PPvvMjIyMNEtKStzX/P3vfzfDwsLMl156KbAfIEgNGTLE/O1vf2t2dXWZSUlJ5ooVK9xlJ06cMOPi4synnnrKNE36s6/O9OkX1dbWmpLMN954w+M8fdo3PfXpGX/+859NSeaHH35omiZ92hfe+rO5udmUZG7fvt00Tfqzr77cp/X19eZFF11k7tu3z7z44ovNxx9/3F1Gn8I0TZOMYT81NzdLkuLj4yWdSsNL8tg7MTw8XFFRUdq9e7ekU3tOd3R0aOrUqe5rUlJSlJGRoddffz1QTQ9KnZ2dKikpUVtbm6655hrV1taqsbHRo68cDoduuOEGd1/Rn959uU/7gj71ri992tzcLMMw3Pu606e9s+rP9vZ2rV27VnFxcRo/frwk+tNKT33a1dWl2bNn64EHHlB6enq3e+hTSD5uiQdPpmlq4cKFuu6669xbAqalpeniiy9WQUGBnn76aTmdTq1cuVKNjY1qaGiQJDU2NioqKkpDhgzxqG/YsGFqbGwM+OcIBjU1Nbrmmmt04sQJXXDBBdq0aZO+9rWvuf8wGjZsmMf1w4YN04cffiiJ/uxNb33aF/Rpz/rapydOnNCDDz6omTNnKjY2VhJ92hOr/ty6davy8vJ07NgxJScnq6ysTImJiZLoz95469NHH31UERERuv/++3u8lz6FRGDYL/fdd5/efPNNdyZQkiIjI/Xiiy/q7rvvVnx8vMLDw5Wdna3p06db1meapgzDOJtNDlqXX365qqur9dlnn+nFF1/UXXfdpfLycnf5l/ulL311Pven1Huf9jU47Al9at2nHR0dysvLU1dXl9asWWNZ5/ncp1b9OXnyZFVXV+vw4cNat26dcnNztWfPHg0dOrTXOs/n/pR679Pjx4/riSeeUFVVlc/9c7736fmGoWSb5s+fry1btmjHjh0aPny4R9mECRPcvzEbGhr00ksv6ZNPPtGoUaMkSUlJSWpvb9eRI0c87mtqauqWGTtfREVFafTo0Zo4caKKioo0fvx4PfHEE0pKSpKkbv9a/WJf0Z89661P+4I+7ZlVn3Z0dCg3N1e1tbUqKytzZwsl+rQnVv3pdDo1evRoXX311Vq/fr0iIiK0fv16SfRnb3rr09dee01NTU0aMWKEIiIiFBERoQ8//FCLFi3SyJEjJdGnOIXA0Eemaeq+++5TaWmpXn31VXew15O4uDh95Stf0YEDB7R3717dcsstkk4FjpGRkSorK3Nf29DQoH379unaa68965/hXGCaplwul0aNGqWkpCSPvmpvb1d5ebm7r+jPvjnTp31Bn/bNF/v0TFB44MABbd++XQkJCR7X0qfWrH5Gv1hOf/bNmT6bPXu23nzzTVVXV7uPlJQUPfDAA3r55Zcl0ac4bQAmvJzTfvzjH5txcXHmzp07zYaGBvdx7Ngx9zW///3vzR07dpjvv/++uXnzZvPiiy82b7vtNo96/umf/skcPny4uX37drOqqsr85je/aY4fP948efJkoD/SgCsoKDB37dpl1tbWmm+++ab5s5/9zAwLCzO3bdtmmqZprlixwoyLizNLS0vNmpoa83vf+56ZnJxstrS0uOugPz1Z9eknn3xivvHGG+Yf/vAHU5JZUlJivvHGG2ZDQ4O7DvrUk7c+7ejoMHNycszhw4eb1dXVHn82uFwudx306ee89Wdra6tZUFBg/ulPfzI/+OADs7Ky0rz77rtNh8PhseID/enJ6vf9l315VrJp0qcwTQJDH0nq8XjmmWfc1zzxxBPm8OHDzcjISHPEiBHmz3/+c4+/HEzTNI8fP27ed999Znx8vDlo0CDzpptuMg8ePBjgTxMcfvCDH5gXX3yxGRUVZX7lK18xp0yZ4vEHWVdXl7l06VIzKSnJdDgc5vXXX2/W1NR41EF/erLq02eeeabHn+OlS5e6r6FPPXnr0zPL/vR07Nixw10Hffo5b/15/Phx89vf/raZkpJiRkVFmcnJyWZOTo755z//2aMO+tOT1e/7L+spMKRPYZimaQY6SwkAAIDgwzuGAAAAkERgCAAAgNMIDAEAACCJwBAAAACnERgCAABAEoEhAAAATiMwBAAAgCQCQwAAAJxGYAgAAABJBIYAAAA4jcAQAAAAkggMAQAAcNr/A34/rLJLNp2kAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax= 13\n", + "vmin = 7\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase-10, ibase+22))\n", + "ax.set_xlim((jbase-10, jbase+50));\n", + "ax.plot(x[0]+0.5, y[0]+0.5, 'om');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Put Canoe Pass Back" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:52.283392Z", + "start_time": "2025-02-13T20:49:52.060919Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax= 13\n", + "vmin = 7\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(dc_masked, cmap=cmap, vmax=10, vmin=4)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase-10, ibase+22))\n", + "ax.set_xlim((jbase-10, jbase+50))\n", + "ax.plot(x[0]+0.5, y[0]+0.5, 'om')\n", + "ax.plot(298.5, 422.5, 'r*')\n", + "ax.plot(np.arange(298.5, 302.5, 1), 423.5*np.ones(4), 'r*');" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:52.522209Z", + "start_time": "2025-02-13T20:49:52.304194Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", + "\n", + "vmax= 5\n", + "vmin = 0\n", + "viz_tools.set_aspect(ax)\n", + "mesh = ax.pcolormesh(dc_masked-sj_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((ibase-10, ibase+22))\n", + "ax.set_xlim((jbase-10, jbase+50));\n", + "ax.plot(x[0]+0.5, y[0]+0.5, 'om')\n", + "depth_check(dc_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Middle Arm Connection" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:52.970017Z", + "start_time": "2025-02-13T20:49:52.541647Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(305.0, 345.0)" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "fig, ax = plt.subplots(1, 2, figsize=(20, 8))\n", + "vmax= 6\n", + "vmin = 4\n", + "viz_tools.set_aspect(ax[0], coords='map')\n", + "viz_tools.set_aspect(ax[1], coords='grid')\n", + "mesh = ax[0].pcolormesh(lons_e, lats_e, dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "mesh = ax[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=ax[0])\n", + "ax[0].set_ylim((lats_e[ibase+27, jbase-10], lats_e[ibase+38, jbase+50]))\n", + "ax[0].set_xlim((lons_e[ibase+52, jbase+20], lons_e[ibase+17, jbase+50]))\n", + "ax[1].set_ylim((ibase+17, ibase+38))\n", + "ax[1].set_xlim((jbase+10, jbase+50))\n", + "#ax[1].plot([e1[0] for e1 in Fill], [e2[1] for e2 in Fill], 'ro')\n", + "#ax[1].plot([e1[0] for e1 in Fill2], [e2[1] for e2 in Fill2], 'y*')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Spits, Ferry Terminal and Coal Port" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:53.400136Z", + "start_time": "2025-02-13T20:49:52.986738Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.005816805149926552 0.001839978599818437\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, figsize=(20, 8))\n", + "viz_tools.set_aspect(ax[0], coords='map')\n", + "viz_tools.set_aspect(ax[1])\n", + "ax[0].pcolormesh(lons_e[:], lats_e[:], dc_masked[:], cmap=cmap, vmax=20)\n", + "ax[1].pcolormesh(dc_masked[:], cmap=cmap, vmax=20)\n", + "ax[0].set_ylim((48.95, 49.3))\n", + "ax[0].set_xlim((-123.3, -123.05))\n", + "ax[1].set_ylim((405, 470))\n", + "ax[1].set_xlim((285, 325))\n", + "dlat = lats_e[440, 290] - lats_e[439, 289]\n", + "dlon = lons_e[440, 290] - lons_e[439, 289]\n", + "print(dlat, dlon)\n", + "\n", + "\n", + "\n", + "# Tsawwassen Ferry Terminal\n", + "ax[0].plot(-123.132+dlon/2., 49.007+dlat/2., 'bo')\n", + "ax[0].plot(-123.104+dlon/2., 49.025+dlat/2., 'bo')\n", + "ax[1].plot(306+0.5, 407+0.5, 'bo')\n", + "ax[1].plot(307+0.5, 407+0.5, 'bo')\n", + "ax[1].plot(308+0.5, 407+0.5, 'bo')\n", + "ax[1].plot(309+0.5, 407+0.5, 'bo')\n", + "ax[1].plot(310+0.5, 407+0.5, 'bo')\n", + "dc_bathy[407, 306:311] = 0.\n", + "\n", + "# Iona Spit\n", + "ax[0].plot(-123.263+dlon/2., 49.206+dlat/2., 'go')\n", + "ax[0].plot(-123.213+dlon/2., 49.216+dlat/2., 'go')\n", + "# Nothing to Do\n", + "\n", + "# Iona/North Arm Spits\n", + "ax[0].plot(-123.255+dlon/2., 49.243+dlat/2., 'yo')\n", + "ax[0].plot(-123.228+dlon/2., 49.226+dlat/2., 'yo')\n", + "ax[0].plot(-123.267+dlon/2., 49.254+dlat/2., 'ko')\n", + "ax[1].plot(317+0.5, 460+0.5, 'yo')\n", + "ax[1].plot(316+0.5, 460+0.5, 'yo')\n", + "ax[1].plot(316+0.5, 461+0.5, 'yo')\n", + "ax[1].plot(317+0.5, 464+0.5, 'yo')\n", + "dc_bathy[460, 316:318] = 0.\n", + "dc_bathy[461, 316] = 0.\n", + "dc_bathy[464, 317] = 0.\n", + "\n", + "# Coal Port\n", + "ax[0].plot(-123.153+dlon/2., 49.026+dlat/2., 'ro')\n", + "ax[0].plot(-123.152+dlon/2., 49.024+dlat/2., 'ro')\n", + "ax[0].plot(-123.147+dlon/2., 49.025+dlat/2., 'rs')\n", + "ax[0].plot(-123.159+dlon/2., 49.014+dlat/2., 'ro')\n", + "ax[0].plot(-123.166+dlon/2., 49.016+dlat/2., 'ro')\n", + "ax[0].plot(-123.172+dlon/2., 49.018+dlat/2., 'ro')\n", + "ax[0].plot(-123.166+dlon/2., 49.025+dlat/2., 'ro')\n", + "ax[0].plot(-123.160+dlon/2., 49.024+dlat/2., 'ro')\n", + "ax[0].plot(-123.148+dlon/2., 49.024+dlat/2., 'ro')\n", + "ax[0].plot(-123.155+dlon/2., 49.027+dlat/2., 'ro')\n", + "\n", + "ax[1].plot(302+0.5, 411+0.5, 'ro')\n", + "ax[1].plot(303+0.5, 411+0.5, 'ro')\n", + "ax[1].plot(304+0.5, 411+0.5, 'ro')\n", + "ax[1].plot(305+0.5, 411+0.5, 'ro')\n", + "ax[1].plot(303+0.5, 412+0.5, 'ro')\n", + "ax[1].plot(305+0.5, 412+0.5, 'ro')\n", + "dc_bathy[411, 302:306] = 0.\n", + "dc_bathy[412, 303:306] = 0.\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Changes for 202108 from 201803d" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 9.1 Connect Roche Harbour" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:53.894352Z", + "start_time": "2025-02-13T20:49:53.416576Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((329-10, 329+10))\n", + "axs[0].set_xlim((249-10, 249+10))\n", + "axs[0].plot(249+0.5, 329+0.5, 'sm')\n", + "\n", + "dc_bathy[329, 249] = 4\n", + "\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[1])\n", + "mesh = axs[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim((329-10, 329+10))\n", + "axs[1].set_xlim((249-10, 249+10))\n", + "\n", + "depth_check(dc_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 9.2 Remove extra island on the mudflats" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:54.323805Z", + "start_time": "2025-02-13T20:49:53.912156Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "istart, iend = 420, 440\n", + "jstart, jend = 280, 300\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((istart, iend))\n", + "axs[0].set_xlim((jstart, jend));\n", + "axs[0].plot(np.arange(295, 298)+0.5, 432*np.ones((3))+0.5, 'sm')\n", + "\n", + "dc_bathy[432, 295:298] = 4\n", + "\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[1])\n", + "mesh = axs[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim((istart, iend))\n", + "axs[1].set_xlim((jstart, jend))\n", + "\n", + "depth_check(dc_masked[:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 9.3 Don't Close Read Island North End" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:54.344216Z", + "start_time": "2025-02-13T20:49:54.342032Z" + } + }, + "outputs": [], + "source": [ + "\"\"\"\n", + "777 170 7.6875\n", + "777 171 4.0\n", + "778 170 8.4375\n", + "778 171 4.0\n", + "778 172 4.0\n", + "778 173 4.0\n", + "779 172 4.0\n", + "779 173 4.0\n", + "779 174 4.0\n", + "779 175 7.8125\n", + "780 174 5.875\n", + "\"\"\";" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:54.804310Z", + "start_time": "2025-02-13T20:49:54.388504Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(160.0, 180.0)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "istart, iend = 780, 795\n", + "jstart, jend = 160, 180\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((istart, iend))\n", + "axs[0].set_xlim((jstart, jend))\n", + "pointsi = np.array([788, 788, 788, 788, 789, 789, 789, 789])\n", + "pointsj = np.array([170, 171, 172, 173, 172, 173, 174, 175])\n", + "axs[0].plot(pointsj+0.5, pointsi+0.5, 'sm')\n", + "\n", + "dc_bathy[pointsi, pointsj] = 4.\n", + "\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[1])\n", + "mesh = axs[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim((istart, iend))\n", + "axs[1].set_xlim((jstart, jend))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 9.4 Disconnect Stuart Island" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:54.823832Z", + "start_time": "2025-02-13T20:49:54.822080Z" + } + }, + "outputs": [], + "source": [ + "\n", + "\"\"\"\n", + "807 180 20.0625\n", + "808 180 14.9375\n", + "809 180 10.5\n", + "809 181 11.1875\n", + "810 180 19.5\n", + "810 181 22.125\n", + "810 182 22.9375\n", + "\"\"\";" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:54.868524Z", + "start_time": "2025-02-13T20:49:54.865277Z" + } + }, + "outputs": [], + "source": [ + "play = np.copy(dc_bathy)\n", + "play_masked = np.ma.masked_array(play, play == 0);" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:55.342805Z", + "start_time": "2025-02-13T20:49:54.915137Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "istart, iend = 810, 830\n", + "jstart, jend = 170, 190\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((istart, iend))\n", + "axs[0].set_xlim((jstart, jend))\n", + "pointsi = np.array([817, 818, 819, 819, 820, 820])\n", + "pointsj = np.array([180, 180, 180, 181, 180, 181])\n", + "axs[0].plot(pointsj+0.5, pointsi+0.5, 'sm')\n", + "\n", + "dc_bathy[pointsi, pointsj] = 4.\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[1])\n", + "mesh = axs[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim((istart, iend))\n", + "axs[1].set_xlim((jstart, jend));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 9.5 Deepen Tacoma Narrows\n", + "See SouthBasinBathymetry in analysis-susan\n", + "\n", + "plt.plot(181-160, 22-5, 'ro')\n", + "plt.plot(178-160, 20-5, 'bo')\n", + "plt.plot(173-160, 18-5, 'ko')" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:55.362367Z", + "start_time": "2025-02-13T20:49:55.360361Z" + } + }, + "outputs": [], + "source": [ + "play = np.copy(dc_bathy)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:55.828433Z", + "start_time": "2025-02-13T20:49:55.407775Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "istart, iend = 15, 45\n", + "jstart, jend = 160, 190\n", + "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", + "\n", + "vmax= 20\n", + "vmin = 0\n", + "viz_tools.set_aspect(axs[0])\n", + "mesh = axs[0].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim((istart, iend))\n", + "axs[0].set_xlim((jstart, jend));\n", + "pointsi = np.array([32, 30, 28])\n", + "pointsj = np.array([180, 178, 173])\n", + "axs[0].plot(pointsj+0.5, pointsi+0.5, 'sm')\n", + "\n", + "dc_bathy[pointsi, pointsj] = 45.\n", + "dc_masked = np.ma.masked_array(dc_bathy, dc_bathy == 0)\n", + "#play[pointsi, pointsj] = 45.\n", + "#play_masked = np.ma.masked_array(play, play == 0)\n", + "\n", + "vmax= 50\n", + "vmin = 40\n", + "viz_tools.set_aspect(axs[1])\n", + "mesh = axs[1].pcolormesh(dc_masked, cmap=cmap, vmax=vmax, vmin=vmin)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim((istart, iend))\n", + "axs[1].set_xlim((jstart, jend));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Final Bathymetry" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:55.849975Z", + "start_time": "2025-02-13T20:49:55.847900Z" + } + }, + "outputs": [], + "source": [ + "final_bathy = dc_masked" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:56.472587Z", + "start_time": "2025-02-13T20:49:55.892715Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(1, 2, figsize=(16, 9))\n", + "viz_tools.set_aspect(axs[0], coords='map')\n", + "mesh = axs[0].pcolormesh(lons_e, lats_e, base_bathy, cmap=cmap)\n", + "fig.colorbar(mesh, ax=axs[0])\n", + "axs[0].set_ylim(lon_limits)\n", + "axs[0].set_xlim(lat_limits)\n", + "viz_tools.set_aspect(axs[1], coords='map')\n", + "mesh = axs[1].pcolormesh(lons_e, lats_e, final_bathy, cmap=cmap)\n", + "fig.colorbar(mesh, ax=axs[1])\n", + "axs[1].set_ylim(lon_limits)\n", + "axs[1].set_xlim(lat_limits);" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:56.894521Z", + "start_time": "2025-02-13T20:49:56.491198Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(12, 10))\n", + "viz_tools.set_aspect(ax, coords='map')\n", + "mesh = ax.pcolormesh(lons_e, lats_e, final_bathy - base_bathy, cmap='bwr', vmax=20, vmin=-20)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim(lon_limits)\n", + "ax.set_title('Changes due to Processing')\n", + "ax.set_xlim(lat_limits);" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:57.625615Z", + "start_time": "2025-02-13T20:49:56.914388Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with xarray.open_dataset(\"/ocean/sallen/allen/research/MEOPAR/nemo-forcing/grid/bathy_meter_SalishSea2.nc\", engine=\"h5netcdf\") as ss2:\n", + " ss2_bathy = ss2.Bathymetry\n", + " fig, ax = plt.subplots(1, 1, figsize=(12, 10))\n", + " viz_tools.set_aspect(ax, coords='map')\n", + " mesh = ax.pcolormesh(lons_e[10:], lats_e[10:], final_bathy[10:] - ss2_bathy, cmap='bwr', vmax=20, vmin=-20)\n", + " fig.colorbar(mesh, ax=ax)\n", + " ax.set_title('Difference compared to SalishSea2')\n", + " ax.set_ylim(lon_limits)\n", + " ax.set_xlim(lat_limits)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:58.005623Z", + "start_time": "2025-02-13T20:49:57.645339Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with xarray.open_dataset(repos_prefix / \"grid\" / \"bathy_downonegrid2.nc\", engine=\"h5netcdf\") as db2:\n", + " db2_bathy = db2.Bathymetry\n", + " fig, ax = plt.subplots(1, 1, figsize=(12, 10))\n", + " viz_tools.set_aspect(ax, coords='map')\n", + " mesh = ax.pcolormesh(lons_e[10:], lats_e[10:], final_bathy[10:] - db2_bathy, cmap='bwr', vmax=20, vmin=-20)\n", + " fig.colorbar(mesh, ax=ax)\n", + " ax.set_title('Difference compared to DownbyOne2')\n", + " ax.set_ylim(lon_limits)\n", + " ax.set_xlim(lat_limits)" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:58.387243Z", + "start_time": "2025-02-13T20:49:58.025851Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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GDBmCoUOHYtasWQD0a1kr5513Hn7wgx/gP//zPzOfzQR5fsruK8PmzZtxxRVXYJdddsGiRYtqaiPU9re//W187nOfw8c+9jEcc8wxveojIYS0AwybJKRNefnll/Hss89i/vz5Davz6aefxgsvvJCZpPrItTfTpk1T67j22mvNSbGsY8KECZn3SVa5V199FQDSdVfbb7+92e9nn30Wmzdvxte+9jV87WtfK9WuzzPPPIPBgwdnst9pbQD6mKdPn54TX1r2zmHDhuW2J+d6w4YNufKyP0OGDMGECRPSvqxfvx5vfOMbMXz4cCxfvhw77bQTRo4ciTVr1uC4445Lz2FCkkLfp+w1T9q0+lQvzz//PJxz5nn129aYOXMmAOCRRx7B3Llz1TJJ6OuMGTMy27U2rf5NmTIlt0/bZlH0Od+6dSsOOeQQPPnkkzjvvPMwf/58jBo1Clu3bsWiRYty17JWzj//fCxfvhyf+9zn8JGPfETtm3aen3vuOURRhG222aZX7V933XXo7u7Gxz/+8dy+ovatTLiXXXYZTj31VHzwgx/Ef/zHf/Sqf4QQ0i5QvBHSpvz617/Gli1bGpp2feLEiZgwYUIugUbCmDFjMu+1O+ITJ07Ebrvths997nNqHXJdVxHJuiiZFMRn2223TZ0ayz2bPXt2sI0tW7agu7vbnNAnE8ynnnoqJySffPLJzHq3RtHd3Y3tttsufb9582Y8++yzaV9+//vf48knn8Qf/vCH1G0DgBdeeEGtz7peZa550qbVp3rZdtttMWjQIDz11FO5fU8++WTaR4uDDz4Yl156KX7xi1/gnHPOUcv84he/wJAhQ3LflTJu0rbbbosoitT1bfI5Zb3h3nvvxd13343LL78cJ510Urr9oYce6nXd559/PpYtW4Zly5bhE5/4RG7/nDlzMGLECNxzzz25fffccw9e97rX9Xq923e+8x0MGzYMJ5xwQm7frrvumrZ1xBFH5NpP9vtcdtllOOWUU3DSSSfhW9/6Vq+dQUIIaRcYNklIG/L444/jrLPOwrhx43Dqqac2rN6jjjoKzz77LLZs2YK999479/P617++VB333nsv5syZo9ZRq3jbaaedMGfOHHz3u9/Fxo0b1TIjR47EgQceiLvuugu77bab2m7IHUpCOr/5zW+aZZIED9///vcz22+//XY88MADaebGRpIkk0n48Y9/jM2bN6ciJJmwJi5Ogp+BtIiy1zxp0+pTEdJpShg1ahQWLlyIn//855l9W7duxfe//31sv/32ahbJhLe+9a2YN28ePv/5z+Nvf/tbbv9VV12F66+/HqecckrQWbUYNWoU9t57b/ziF7/Apk2b0u3r16/Hr371q5rrs2jEtdT47Gc/i2XLluFTn/qUmbRnyJAhOProo/Hzn/88k3zm8ccfx4033ojjjjuuV33o7u7Gddddh2OPPVb9Hm633XbYd9998f3vfx9btmxJt99666148MEHc+1ffvnlOOWUU/De974X3/72tyncCCEDCjpvhLQ49957b7oOae3atbjllltw2WWXYfDgwbj66qszD8/tLe985zvxgx/8AEcccQROP/107Lvvvhg6dCieeOIJ3HjjjTjmmGPw1re+NVjHZz7zGdxwww1YsmQJPvrRj+L1r389NmzYgEcffRTXXXcdvvWtbwVDIDW+/vWv4+ijj8aiRYvwb//2b5g5cyYef/xx/Pa3v03FxFe+8hXst99+eOMb34h//dd/xQ477ICXXnoJDz30EK699tpc5kWfN77xjTjhhBOwfPlyPP300zjqqKPQ1dWFu+66CyNHjsT/+3//D69//evxwQ9+EF/72tcwaNAgHH744Wm2yRkzZuDf/u3fahpTGX7+859jyJAhOPjgg9Nsk7vvvjve8Y53AIhTqW+77bb40Ic+hE9/+tMYOnQofvCDH+Duu+8u3UbZa77zzjvjve99Ly6++GIMHToUS5cuxb333ptmaixizJgxmDVrFq655hocdNBBGD9+PCZOnIgddtgBF154IQ4++GAceOCBOOusszBs2DB84xvfwL333osrr7wyODkfPHgwfvazn+Hggw/G4sWL8bGPfQyLFy/Gxo0bce211+LSSy/F/vvvjy996Uulz4nkM5/5DI488kgceuihOP3007Flyxb8x3/8B0aPHo3nnnuu7np95s6dizlz5uCcc86Bcw7jx4/Htddem2bTrIcvfelL+Pd//3ccdthhOPLII3PrPv21Z+effz722WcfHHXUUTjnnHPSh3RPnDgRH/vYxzLHrVy5Mg1F7enpgXMOP/3pTwEA++yzT7pOL+GKK67A5s2b0yyjGhdddBEOPvhgvP3tb8eHP/xhrF27Fueccw523XVXvO9970vL/eQnP8EHPvABLFiwAKeeemruURV77LFHTgATQkhH0Z/ZUgghNklGueRn2LBhbvLkyW7//fd3F1xwgVu7dm3umN5mm3TOuddee8198YtfdLvvvrsbPny4Gz16tJs7d6479dRT3erVq9Nys2bNckceeaTa92eeecZ99KMfdbNnz3ZDhw5148ePd3vttZf75Cc/6davX++cq2b1+4//+I/c8VCyEq5YscIdfvjhbty4ca6rq8vNmTMnl/nwkUcece9///vddttt54YOHeomTZrklixZ4pYvX67202fLli3uP//zP92uu+7qhg0b5saNG+cWL17srr322kyZiy66yO20005u6NChbuLEie69732vW7NmTaYu69xa5wyAO+2009L3yXW844473NFHH+1Gjx7txowZ4971rnflHlL8pz/9yS1evNiNHDnSTZo0yZ1yyinuzjvvzGVMtD4HzpW/5hs3bnQf+9jH3OTJk93w4cPdokWL3IoVK0o9pNs55373u9+5PfbYw3V1deUyVN5yyy3uzW9+sxs1apQbMWKEW7RoUebcF7Fu3Tp3zjnnuLlz56Zj2Hfffd0ll1xiZpTUPntatknnnLv66qvd/Pnz3bBhw9zMmTPd5z//effRj37UbbvttplyVrbJn/zkJ4Xt3H///e7ggw92Y8aMcdtuu617+9vf7h5//PHc96Fstskk66n1I1m5cqU76KCD3MiRI93YsWPdscce6x566KFcuSRzqfYjz5tzzu20005uhx12CGYNdc6566+/3i1atMgNHz7cjR8/3p144om5z3uo7TLnhBBC2p3IuQanqyOEENIrli1bhvPPPx/PPPNMU9bSkd7z2muvYcGCBdhuu+0yzxskhBBCmgnDJgkhhJACPvCBD+Dggw/GtGnT0N3djW9961t44IEH8JWvfKW/u0YIIWQAQfFGCCGEFPDSSy/hrLPOwjPPPIOhQ4dizz33xHXXXYelS5f2d9cIIYQMIBg2SQghhBBCCCFtQE2PCli2bBmiKMr8+KmXf/7zn+PQQw/FxIkTEUURVq1aVaren/3sZ5g3bx66urowb948XH311TUNghBCCCGEEEIaxYUXXoh99tkHY8aMweTJk3HsscfiwQcfzJRxzmHZsmWYPn06RowYgQMOOAD33XdfU/tV83PedtllFzz11FPpj/9Qz5dffhlveMMb8PnPf750fStWrMDxxx+PE044AXfffTdOOOEEvOMd78Btt91Wa9cIIYQQQgghpNfcdNNNOO2003DrrbfihhtuwObNm3HIIYfg5ZdfTst84QtfwJe//GVccskluP322zF16lQcfPDBmWdmNpqawiaXLVuGX/ziF4WO2qOPPorZs2fjrrvuwoIFC4Jljz/+ePT09OA3v/lNuu2www7DtttuiyuvvLJs1wghhBBCCCGkKTzzzDOYPHkybrrpJrzpTW+Ccw7Tp0/HGWecgY9//OMAgI0bN2LKlCm46KKLcOqppzalHzUnLFm9ejWmT5+Orq4uLFy4EBdccAH+6Z/+qe4OrFixIvdw20MPPRQXX3xx8LiNGzdi48aN6futW7fiueeew4QJE4IPdCWEEEIIIaSVcc7hpZdewvTp0zFoUM2Bcv3Ohg0bsGnTpv7uRg7nXE4ndHV1oaurq/DYF198EQAwfvx4AMAjjzyC7u5uHHLIIZm69t9/f/zpT39qDfG2cOFCfO9738NOO+2Ep59+GsuXL8eSJUtw3333YcKECXV1oLu7G1OmTMlsmzJlCrq7u4PHXXjhhTj//PPrapMQQgghhJBWZ82aNdh+++37uxs1sWHDBsweMQLhmXz/MHr0aKxfvz6z7dOf/jSWLVsWPM45hzPPPBP77bcfdt11VwBItYqmYx577LHGdVpQk3g7/PDD09fz58/H4sWLMWfOHFxxxRU488wz6+6EVMCaKpace+65mTZffPFFzJw5E2vWrMHYsWPr7gshhBBCCCH9SU9PD2bMmIExY8b0d1dqZtOmTegGsAZAK83IewDMWL8+pxXKuG4f+chH8Je//AV//OMfc/vq0TG9oVfPeRs1ahTmz5+P1atX113H1KlTcy7b2rVrcypWYlmcY8eOpXgjhBBCCCFtTzsvBRqL1hJvCbVqhf/3//4ffvnLX+Lmm2/OuKBJxv3u7m5MmzYt3V5Gx/SGXgXRbty4EQ888ECmw7WyePFi3HDDDZlt119/PZYsWdKbrhFCCCGEEEL6iygCBg1qnZ8ahbBzDh/5yEfw85//HL///e8xe/bszP7Zs2dj6tSpGR2zadMm3HTTTU3VMTU5b2eddRaOPvpozJw5E2vXrsXy5cvR09ODk046CQDw3HPP4fHHH8eTTz4JAOmzEKZOnZqq0xNPPBHbbbcdLrzwQgDA6aefjje96U246KKLcMwxx+Caa67B7373O9WWJIQQQgghhJBmc9ppp+GHP/whrrnmGowZMyaNFBw3bhxGjBiBKIpwxhln4IILLsCOO+6IHXfcERdccAFGjhyJd7/73U3rV03i7YknnsC73vUurFu3DpMmTcKiRYtw6623YtasWQCAX/7yl3jf+96Xln/nO98JILsQ8PHHH89kzVmyZAl+9KMf4VOf+hTOO+88zJkzB1dddRUWLlzY27ERQgghhBBCSM1885vfBAAccMABme2XXXYZTj75ZADA2WefjVdffRUf/vCH8fzzz2PhwoW4/vrrm7pWsabnvLUyPT09GDduHF588UWueSOEEEIIIW1LO89r074PHoyxLbRmr8c5jNuypS3PqU/7PTiCEEIIIYQQQgYgFG+EEEIIIYQQ0gb06lEBhBBCCCGEEJKjjgyPTcU5YMuW/u5Fr6HzRgghhBBCCCFtAMUbIYQQQgghhLQBDJskhBBCCCGENJZWDJvsAOi8EUIIIYQQQkgbQPFGCGltKnfKnOuYm2aEEEIIIXXBsElCSGviHBwiABFQEW0RXPq6pUIxCCGEEJKFYZNNgc4bIaQlcYhisUYIIYQQQgBQvBFCWpREuMnfQCzsnEPH3EUjhBBCCCkDwyYJIS1JHDJZFW2+E+dvg2utqAxCCCGEgGGTTYLOGyGkLbBCKBlaSQghhJCBAsUbIaT1EHfHZMik/1srTwghhBDSiTBskhDSWnhCTLpqvmDLhFO2UFQGIYQQQsCwySZB540Q0hJoCUh8sSbXwCUwbJIQQgghAwU6b4SQfse5WISZSUmgJC5ppbt5hBBCCCF9AMUbIaRfSYQbkBVw1nPeYs1G4UYIIYS0NAybbAoUb4SQfiP5O+q7a1LAJdtb6j8AQgghhJB+gGveCCH9jh8SqWWTdHTaCCGEEELovBFC+g8/LFJb45a+pnYjhBBC2guGTTYFijdCSP8QyCyZX/PWQn/8CSGEEEL6CYZNEkJaAu1B3IQQQgghpAqdN0JInxNnmBTbtCQlhBBCCGlPoigOnWwVtm7t7x40BIo3Qkif4j/TzUc+LoDr3QghhBBCslC8EUKaR8l1bVqYJEUbIYQQQkgWijdCSMPxH7zt42eU9J/pRgghhJAOY9Cg1gqb7BAo3gghjcOVzw4p17ZRxBFCCCGEhKF4I4Q0BpdPNpJN95913CRpGCU1HCGEEEKICsUbIaTX+NkjrVBIX8jJtW/pfgo3QgghpDNg2GRT4BklhPSKJFIyEWS+SCtK958KvYjCjRBCCCGkCIo3QkiviKJsmn/NefOFnTyYoo0QQgghpBwMmySENAQp2nzXTT4WgIKNEEII6XAYNtkUKN4IIb3GeuC2v78ohJIQQgghhISheCOE9JrUSXN6QhLpwpV5lAAhhBBCCMlC8UYIaRxR8qgA75FvhBBCCBl4MGyyKfCMEkKagu+4+U6cQ0RhRwghhBBSB3TeCCFNwUpekrx3ruLSMYKSEEIIIaQUFG+EkIYTctZyWSidSHZCMUcIIYS0PwybbAo8o4SQpiGTlch92m+GVBJCCCGE6FC8EUIaThTV7qBlHjdABUcIIYQQkoNhk4SQppEIMj9xiebEycQmDhGiRMAxjpIQQghpPxg22RQo3gghTaOqu+IMk0UP6o7g+EBvQgghhBADymFCSJ8QRfE/ruAB3Tnh5hzDKAkhhBBCQOeNENLHxG5cOScO8EItnWMIJSGEENIuMGyyKfCMEkL6hcSJK4NDHRlQCCGEEEI6DIo3Qki/4RwqDxMoFmaMnCSEEELIQIdhk4SQ/sE5oBISGRJvaWglnTdCCCGkfWDYZFOgeCMDktx6qyheg/Xoo/Hb2bP7pVsDhvj85x/QXXwQBRwhhBBCBi6Uw2RAEkXZcL0kJG/2vddi9pA1/dizAUCN8Y/pdaJwI4QQQsgAh84bGbCobs9RR1EkNJky69t8isIqCSGEENKCRFFrhU12yOJ5ijcycImUdPUUbk2n7AO4fcHGy0IIIYQQwrBJMsDxXR0KhL6hVGbJSiKTiNGShBBCCCEpdN7IgCVJmkH6ligCLPMtFW1gchJCCCGkrWm1bJMdEjbZQmeUkL4jCZf0HR7SN4T+dnJ9GyGEEEKIDZ030rlUUsv7YqG63ioS70mf4IqlGa8JIYQQQogOxRvpTFzFwREJSZwUbbTc+oxaw1T5WDdCCCGkjWHYZFOgeCOdhffFTARaEhqJKELkmFmyv6jVUYvL8xoRQgghhCRQvJGOIhVqCVGUem3Je9I/ZFL/MzSSEEIIIaRmKN5Ix5EVCaRViLNMFos2PrqBEEII6QAYNtkUKN5Ix5B8J7merbXJuaPmPl4/QgghhBCfFpLDhPQef51bh9xg6SwqgpqPAyCEEEIIqR06b6T9qai0+NnPXsgk9UFLElrv5j/njZePEEIIaWMYNtkUWuiMEtI7/McAULi1MFEUP38vIM+Y0IQQQgghJA/FG2l7HKKMcGNIXvugXavksQ6EEEIIISQLwyZJe+NcJlySwq090CIXmGWSEEII6SAYNtkUKN5IR5B5IDcn/y1NLiso5HteQEIIIYQQjRaSw4TUB922ziC9jh1yZ4wQQgghpNHQeSMdQfJ8sNi9oZhrR5ikhBBCCOkgGDbZFFrojBJSB1E1UQlAF65doFAjhBBCCKkdijfS1jhH4dZOhG568foRQgghhIRh2CRpa6I41WQWx1TzLYkrJ88cIvBpAYQQQkibw7DJpkDxRtoXl3fcGI7XmsSXKgpen2Qfs04SQgghhOhQvJG2xxcE1Yd1k/5Eu7lVJKz5nDdCCCGEkDAUb6Q9cZpgc5z49yfCCdVEdQg6boQQQkgHwbDJptBCZ5SQGogiJrhoIfy/h9VHNmS3EUIIIYSQ3kHnjbQ1voCLn/VG+pIk22dvz3t23SIhhBBCCNGgeCNtSxTlHR9O/fseV5CIpMzxQOX6Me6VEEII6QyiqLXCJrdu7e8eNASKN9IRRHBMMd/XlEz9rx5aEXzZJCW8cIQQQgghIVpIDhNSO1GUX0/VIetRW56y0k2GtvpOXRRRbBNCCCGElIXOG+k4GD7Zd1ghk5k1bL6r5uiyEUIIIYTUC8UbaV+cS5OU+CKiTxOXuIEdp2mtdUtCIiM4xFqaz3AjhBBCBhSt9qiAVupLL+iMUZABiVw3pT1frC/6MFDDNIuEWHodqNgIIYQQQhoCxRtpSzTB1K9iYYApOOcA+VDuYFlCCCGEENJrGDZJ2g9XXdMm3be+FG7OAdGqu+AW7NFnbbYElSyTybkvcjq5BpEQQggZgDBssinUNIply5YhiqLMz9SpU9P9zjksW7YM06dPx4gRI3DAAQfgvvvuC9Z5+eWX5+qMoggbNmyob0Sks3EuEx7pZy3sU8fNxW0nwq33j6lufZzTnqtXANNJEkIIIaRNufnmm3H00Udj+vTpiKIIv/jFLzL7Tz755JyGWbRoUVP7VLME3WWXXfDUU0+lP/fcc0+67wtf+AK+/OUv45JLLsHtt9+OqVOn4uCDD8ZLL70UrHPs2LGZOp966ikMHz689tGQjsUP00tEW0Yw9XFsXn+sr+sv5LknhBBCCBkIvPzyy9h9991xySWXmGUOO+ywjIa57rrrmtqnmsMmhwwZknHbEpxzuPjii/HJT34Sxx13HADgiiuuwJQpU/DDH/4Qp556qlmndPAI0ciknxcCrq/NHT+zZSeRJM9MtHAS8ljXOOm4EUIIIQOXDgibPPzww3H44YcHy3R1dfWpjql5FKtXr8b06dMxe/ZsvPOd78TDDz8MAHjkkUfQ3d2NQw45JC3b1dWF/fffH3/605+Cda5fvx6zZs3C9ttvj6OOOgp33XVXrd0idZK6Ki2eVSLRAX6oZL8KpyjKrPlqa0cquf6VUNDkt5/uv6YxMlSSEEIIIQOEP/zhD5g8eTJ22mkn/Mu//AvWrl3b1PZqct4WLlyI733ve9hpp53w9NNPY/ny5ViyZAnuu+8+dHd3AwCmTJmSOWbKlCl47LHHzDrnzp2Lyy+/HPPnz0dPTw++8pWv4A1veAPuvvtu7LjjjuZxGzduxMaNG9P3PT09tQyFVPDdq61bgMGD+7lDAaI4S0ZOtPVXQgxfzDTq2XLNfmycrtH1B23He4oFmx9C2qfP2COEEEIIqRGpGbq6utDV1VVXXYcffjje/va3Y9asWXjkkUdw3nnn4c1vfjPuuOOOuussoibx5tuG8+fPx+LFizFnzhxcccUV6eK8SMw8nXO5bT6LFi3KLOx7wxvegD333BNf+9rX8NWvftU87sILL8T5559fS/f7hDTcrMVnsM5VJ+bRrSuwZd/F/dyj8mTCJfvJ8Yqvsy166quv+WQfZN67RnPOZ0ThRgghhJAKLRo2OWPGjMzmT3/601i2bFldVR5//PHp61133RV77703Zs2ahV//+tfpMrJG06szOmrUKMyfPx+rV69OYz0TBy5h7dq1OTcu2KFBg7DPPvtg9erVwXLnnnsuXnzxxfRnzZo1tQ+gUVRCzlo88rAaHemy68XcosUYPMhh8CARPumF0/X34NJuyPVX/RSilzTZ3yKyVnrT32rwZHzOk1PPKMkWpIW+u4QQQkgrsWbNmoyGOPfccxtW97Rp0zBr1qxCHdMbeiXeNm7ciAceeADTpk3D7NmzMXXqVNxwww3p/k2bNuGmm27CkiVLStfpnMOqVaswbdq0YLmuri6MHTs289PX+IICEGF0vZkvNXiylfTz1ltt1yojiiwh2o+TwCgjHSo//SgYMhrXO2+11lFX+v0+xk8KQ6HW+lCrEUIIITZSPzQyvPHZZ5/FmjVrCnVMb6gpbPKss87C0UcfjZkzZ2Lt2rVYvnw5enp6cNJJJyGKIpxxxhm44IILsOOOO2LHHXfEBRdcgJEjR+Ld7353WseJJ56I7bbbDhdeeCEA4Pzzz8eiRYuw4447oqenB1/96lexatUqfP3rX2/sSBuF05Nl+IkdUkerlvVLrpocovaDzW5mWLQo22/tIcva/sy+Jq/JCuE/kLtfBUTlIeGNTJzSJ6LNleupE2OLzzUVWzuQ+96vXInXFuyDoUP7pTuEEEIGMi0aNlkL69evx0MPPZS+f+SRR7Bq1SqMHz8e48ePx7Jly/C2t70N06ZNw6OPPopPfOITmDhxIt761rc2sucZahJvTzzxBN71rndh3bp1mDRpEhYtWoRbb70Vs2bNAgCcffbZePXVV/HhD38Yzz//PBYuXIjrr78eY8aMSet4/PHHMcg7eS+88AI++MEPoru7G+PGjcMee+yBm2++Gfvuu2+Dhtg44nVidRzkk8nDHnmizU/4UJ9CCt1xT8XByScDl1+e3SbKaQKuv1LyA9nz3t/CLelL7jlzmQLFHewXt83/7IWKofr5pGRrH5J1rIk3HcEB++wD6jZCCCGkPlauXIkDDzwwfX/mmWcCAE466SR885vfxD333IPvfe97eOGFFzBt2jQceOCBuOqqqzLap9FEznVGkE1PTw/GjRuHF198sakhlH6iD23yLvc1MilEMvdO11sZVWdEoFGnP0E3k6y4rECpV1T2luwzx5LO9I+K1M6rdKqAQPeUi9anwrjg65753DI+sr3Qvq8AryMhhLQhfTWvbQZp39/0JowdUvMjpZtGz+bNGHfzzW15Tn1a54y2EVqIpLbPOhbQRZ1MuZ4vUEmJ71yurKxP3V5Rf3Jibs7tPOclnfM3O5e9jzLOSrf6DUu45ybNDmZHM+Gf/mclcExfkc1GSVqdrBZX/hbxIhJCCOkvOiBsshWheKuRMpFn2t1vS+Rpv0Mrk9L0/qKsJuZUwVPnbK4V1j31ixtkXOyixC/Jw66LJtCtIEh9soKyRTpFglg3gngNCSGEkM6D4q0OYgFnO2yqW2S4dIVtecdJUaiJv0wn0Zyp25YtiB8r4LXTdPpY3fjhsUA+fBVA5mqkr5SENlZYauYz4frIWSy4+5D5DPWly0oKsS6bvInQiAQ6hBBCCGlNKN7qJONEWWtNlNeaQ+aLM/kQZS3jo+b69OXEbfBf7opfLFjQvEaccBgTMZV7CHz8218PKIVXzQKkEp4qz3WpQw03To4p7Zpy3Zr+oPcS9nF1HKQ/sRLbhP6OVD83vHqEEEL6EYZNNgWKt0YgsvI5l500SUHmYzpnCKT1jyJUl0llw/L6ZLrmi7YGK42c8KqQeYRCZnuyOQlVzJ+DTJ1RlNued0fFea9haNVkMtU6rXDYQme2WcZXmYyTgYQrmgtJGkwq9G3kjRuA14MQQgjpdCjemoA/gfIf4p1uM8KcrMQj6e8ySUb6AjnA5HejBBzyCT0yj1BQ2gr5RJEnVqRgwxe/GL8666yGihJNxPk4RLHoL3LAmiTgrGykoSylANI+p59ZwxEl5fE/k9qNnjJZbQFeAkIIIWQgQPHWZPITKj+Doz6x97dlJtOtuAYp8ibx9bpwRtip75ZlxFkvzkGm7iefBM46KxdG2KxT7Ie1VSPbotz4/X42PAxWCd2U/SvMNOk5v7Lelvt81kuT1yD6bnBSfWhdbM6db+KaVkIIIaQhMGyyKVC89SNlJ+iZNS0tqN+ARIMUuDYSkdxDXdPTaO3iT4CnT/eyjzQ/Nb7pUFXa9k24ZqxdLHrIvBZaWlQ2k10zbaQFP6A1knG+XAM/i144pLxhoWWelfsa1xFCCCGEtCMUb/1JcvfcEzHWOqjsBDlfRyF94Iz4AjO3zXsPZN0dbVLalKVeDXDuampP07EBcRMJBdcoAZe4PL5gsER2oeuWID67NR/f4mjhy40ScVZoqkyyE6WfFeE8E0IIIWTAQvHWCvghUEUJO6CEUnp15JAKokHhYPpSrbyTUDRR7cv0+NG6Z+L3kyY1sbEY7VEDpVzJ6mK5+C3iJCylnRfxYPP4t1d9oA/V59MVtCH7q4R9tjXiZkouo6sLO2QJeqZSff2aGVJLCCGEtCtR1Fqhih3y/yrFW6shJu+AHk6YmzAWiAX/vZyElv0wa2nLi9LpF01o+/J75CZO6tv25DmpMW2llszEwXdk5E5RfuvW2v9o1nGC6nmkQsuiiF+JlVQoeS2/e+rjIPywTNT2PSSEEELIwKWF5DDJEEXVZCBC/PhugL9N4rzSsp7kuOQZavIHzuXeJ8f4dSWTzggu7XIc6RXl9yXisW+jFzP9bXo7rqqhep3C3fsMaGnhZZup0zkowvr1iIVbpQ7tUQW55so4g8ZxGWHi8jqyHUjOofV9kpQRd5rQ8zOopmUo3AghhBBSAjpvLY5cB2WhrSvL1WWEeln1WPvVhwAbiTjU30bxplF56HbNIYF1YK3x69V6JRGaGK+/CrS9dSvGCEFQ4rncMfUkHImqzm+7u29Foq10+KtX1vquMQEJIYSQjobZJpsCxVs74KfjN8KxZPY/vYooXT+VYK3Xye2PeiU/mofIWAkE1gw28EHiap2BNPy9RmSklA7oK68Ao0YPQnTiiXGBK67QqijMCFpvRlPfGax+HlvyE5OhjKDNrMt0WVEWOpdF36m0TkIIIYSQknSGBB0gJOGIfhikKtS8iXR1fVv8j9wnQ7j84zP0QxxcGq5pte1c5hz4Y+nVerMCoueezfTRDysFernWraht7zPgtzPqW18CvvhFvPjVK4C3vCV8fKj+XgrPdnXeQqGSXvRqNiw48jYYPzKUOLeNEEIIIaQG6Ly1KTL7YJLG3N+nJS2x8AWc5Rb06VzTZXtRNrtlbhLejBnyhAm5DJBqgpgmnrC07kTAnvkxRN+7AnPnAsDb8NTbwgdr6/LS3XW6ZrnPTRs8880KJ2USEUIIIaSXMGyyKVC8tSHpfPKZdfHvSVoWxSgnMIDAOhz/IdXKs7uS7f6ktuxTCrR1e8VZKpHvI0JryrzQ0D7AyiDY5/jX7aSTcMloYMOGUoc13EzVzknLCzinXzUKN0IIIYS0Ip0hQQcqkyYFn1kmw7XSDJCohIn5+5QDZUhiBj9MUMlQmYRohpJr+K+1tXx+GKSW5VKK0j7NchjIApkJVe1j3vY2YNUqYK+9istqyWgc6oznUzKjpp+AFs48abnM7Rr+SQghhJDOhs7bQKOGibmV6dIPTww9uwqwBZi1Tb72607qk5PrzNo+RM13e9LMj2EB5wuXPjNxnMPvfx9urHpJ8/1P+lxrf+NkOkmt4ny0oIOVJP8xXbfKK0IIIYTUCcMmmwLFGwkjHhquhcb5QkwTWWWFnnT5pIhLsv2FMv2l2267DW7fhZkhNIoy6eL7zbmJItyx0hYfMmNp7vBehAuq4r0F9U8pJ7AVO04IIYSQAQ/FGymHSIlftI7OEmoZN6+y8Epdr+f9m9kdeftcvu2UfRdi61Zg8CCHqpFSh51UOS4reqKcgNPW4SXryvr+mXbVlP9pn9LzHuVEVm8zTAJ5UR9az9hfhNw2gElKCCGEENL6ULyR2hGT27zIipRnhXn7/R29mShHVYGiCalBg2TyjJJNemGREVya1CIUupnrGmKh1Oc6wBOaGSdTyY6Z7OtVZkzjOXutJtyAsGOb7KdwI4QQQhoEwyabAsUbaQp9NQdOQikz24rEg/JMtqzYyYd92m1nXcRcpkU0/7EBWr+Sh3GHks4kYqW3XVNDZVtFA2XEZUGnWqbThBBCCCE6FG+k/ZGTbi+sUwtnlMIul7DDD/PUwgsj20WM9VxeLPV1+KS/PrA3ZMJFAwPIu1r9L4T8JCqEEEIIIZ0AxRvpSDSBZiVPkceYzl1J9VV9gLZo3/WPI2W5h8m6OLNPIlzUD1Gtnh89XLI/RZOfkMQS6v7+Rqz5I4QQQoiAYZNNgeKNdB5qKGDVFZNOW7WEHipZ9/otL7lK4sb1B1ZWzjTLpyXgkoQyhuDRzlN/O2/OE5iFZcEEJYQQQghpLzpDghJSkoxoMX5rx/TWndGehd40Cp5Wbq2BU/Eevu2vn9POVUYM98OTucsKN4f4YqQPqSeEEEIIaRMo3sjAojJpj6KqKEsm8dHyz2Lr1mzxVLA0+aHfvRU7zsX/OJcVWr7IumtVOAGLXXGM71imYjTKt5W+rowr0zfn1dsggZfUr+5DXnxSrxFCCCF9QBI22Uo/HUBnjIKQehB22Mazz8Pmzfqat2YYSVK/1KNn/GP8NX2pOE3cpSjCggXVcgmpq6g0LutNykukq6hmtVQqdoiCwqsUyqMKLNLkM56Y7A+HkBBCCCGkXrjmjZAKXV1IJ/O+4EjXwjVoeZT2sOiMI+aEwKqlzcAz9KqJVPJr2ABURRzyAi+/TW86FLpoibo0cYqf8KTEmOO27BDQnAD31uplyhjJNPv8AeuEEEIIIQXQeSPEQ4Yapo5TvZGTXrhg4vTIJB/y4dmpgLngc3qbXoX+eryy/bPCKlVHTpC6eQX192ZfmkQkUYMZe9ELxVT6qT3Xzhqjf3ycDdQLwUyuE505QgghpD76O0SSYZOEDAw0IVXLJF6uP8vsE2vD5DPUMuJo6dLiUMrIS75RElOUaeGiUuQFGiqTMEQ+ONxvO4LDk08C/3gyArZuBbZuxZonvL1OF2dJP/1tUhSn6xy9tXpatlE55rozjRJCCCGENAGGTRIisCb0ZafxMo2+HgoYpXIj3ewViCLA7bswF0qZEUb1xvSlDxMPr0+rJYRRO97HT8uvBV8mfdluevb4GdtbjyLQ25WhkTJBifO1svJQdbV+h/rPNSGEEEJIA6F4I8Qj+Hw3l3XJaq+zxuMiRVg0UERk1phJoekLmZLiJei4RXGJwv0u//w4Wb8qjBOHTY6pUeeLC+AIIYSQ2mi1UMVW6ksvoHgjxMfLuqGJGwBZEeeyZeLX2YdY9yY9fVrnypXxhn32qa8itfJqopDkfWQlLCkQL1ryEN9tq6VP0g1T28ud8+p2GYqaqd4XpEl7aSKXgr7VKd4JIYQQQhoFxRshPgHnJ+/EARk3SYQE5sIi66EisNze+yBJqpFsbgQZoVURaOYaO6txF58Zed5CTlxhv6qxpEqfURWTapbKGhKm+NrSE+Ph8E9CCCGEkP6B4o0QH+E+WeF58pimd0uKogavw9IejSBJnUSX6hz1+W5F7ldjOlxNoNLbhJBOCLiQ85ecez7smxBCCCkgilorVLFD/uNuoTNKSIsgMjiawq3u5weUxEuJn9mMxrXrJ/bwMzomWKGjab+UDjZduCmUeYQBkO+SmQAlUBczUBJCCCGkv6DzRkgBMolJ6jBpqfEbLFhkav1ak4gEcVUZkq5Nc8Y6PxS4j6JMXK7vKB3O6I253kcBWM4kIYQQQkizoXgjJIQSlieTZZQRNfW2XWmwXPhmraxcCey9dzYEsBI26jtytbTb6IyYIfLiuVy72oO61bV18UK+4Bo4QgghhBgw22RT6IxRENJEokgXLXJSn4YdJg/W9t/0YmFWnJcj7xL1sto4c+W6dVi1Kt+gn3rfH7/lOKX96+N48tQFq6Hd7CO4C7JoopoxVNbR68V2hBBCCCE1QueNkDJUMhsC2bC5UGbKRibuSBOECLevbhLhMXEi9pik7Pbrr2TVLMrA2Ze6zX/AeKl2XfUxDj5ljg1da1+/dcg6aEIIIYS0MBRvhNRJyI3KuDXPPQdMmND79ipp8JNU+amYcJkCxZRQHFIsqtUo2Tj7kloyPuaeWweUOl9x6GRxqGjiulLAEUIIIRUYNtkUOmMUhDQb53Kp8FN3zYvaS0LxMmvFxo9vSpf8/iTiQRMaSXjlyy8DK1b4FYSVRhKuGaJfEndUrkVdWrUe5zKKzGNy2TgZSkkIIYSQJkLxRkgdJAIu83y0CJnHDKSirhl2TKXyMolEkn2j/nQDFg+/q6ZHHPhj9FeKpV3w1sZZ4rHRNCJLZK2XRIpyvx+ZtXO03gghhBDSRBg2SUgZKpPyyBMnVeHUf+Qe3i2IQx8r+5YurasNVSh5D8n2Hy9QOmV/L6jlcQlSS9adDbOSdVR9aDcFGyGEEJKHYZNNoTNGQUgfkDzAuiEJQxpFxuLLZrzE008j6nkx298ahYbv7GUyNIo+JC5cX4YOpqGiAXxnMDmmvsb0Z961zOeAEEIIIQMCOm+ElCRJ4gEIB6YRD8xuBFHseqU6Y+VK4K9/jeXFmWc2pImg2+g9Ey9qYvaOXNbHtFEj+UogpLRcg1kBmK+zBa49IYQQQgYEFG+E1IB8rlu6DqqFoufSDIlHHAF3xJHlQvtWrAAWL87XpYQJ+o6XrLZMdsbekjw8O5M0Jllzp/Sp148zMEImk7pb5LITQgghrQXDJpsCxRshtSDWeLUkznKIyh2WETjeeNX1XsZ6uDh5SfPWhFmZHys7M+Ua8aw96zya54C0Fs7LFMvLRQghpI3pDAlKSB8jQ+h6HZrXSMTsNCg0kwVyixaVTr+vhiwqZapiqvHnRj6aAciO03rdSNJ6+XiAtoKXixBCSDtD542QWvEXv1VotdBJQD7OIN+xO+4A9trTK1vQd5m8JN2ujVs4ds1YApc8tDwJadTWpGWfzVcfScbOzDY/u2YLXXNiIENfW2WdKiGEdDIMm2wKnTEKQvoSl3/eV8vhZ580+rfXXsKhMhwJLWTSr9tfbyb74D/oux7Ho8wx/rP0fFEln0lXDy6d62cryDh+dHLagtwD2nnhCCGEtCEUb4TUSlR1oHx3qy/T5BehuVFaoeicj2ccNSeG4L+W4YlJ/QcfEuGQQ+xm/PMj6zc77zxBWFZ5eWJRJpYp17DSj9Bu5B/UTtqD9BPpkPkhhBBCWh2GTRJSBzlx4G9PwgX72ZDzRYwZ2vj5z2fKA4mIS471MmqiGjHq133DzA8A8+YBdxwQ23kSL2St2h9xzjJ9rtLTA4zbujXjdhad17iP+rq/Wh9hEBJmqXhvQeOVKERRNYkOdMe84KkThBBCaoFhk02B4o2QOgiFSvZ7GKWrrnErFDyVCW3mcMW5yj0iwN//7e/gueeACeseBB58EHj969VmqsuNoswE2n+fEYpwGDfWc7hqOK1p2TrWJlbHqOyT4ZOc5LcVyTpJoCLkBWpIJS8yIYSQFoLijZA6SJ5nlnnWW2VHBGQEVF/j96kqsmpzm4Kp+JU2JowHMCEv2rIV5J+Xprkg1ccL+A8Er+9camvV0jBKmZUzdQcDQ/DPKyf1HUHuOyz2pW4drzchhJAWoDP8Q0L6g0gRBrWu02oklYU7qYv13e8EE5Yk63xy2SM95yv5LevJOWUlx5usScslFEnq85KPNAI966QSClk5b6HzJeskbU4UVW62ZD8j8uHvmcQ0XBhHCCHlScImW+mnA+iMURDSH7i8IOiXpCUuK7xS8XHEEYi6n1K1kAx/1JJv+JkbQ9tq1VpFzlujSNbmaW37GTBlUhZrPWOz+kn6mYqIkzcnNKc5fuN9aP73f+MfQgghpI9g2CQh9eKtFzMdnSYhww+TyWTGPZo6rfSz23zyIZf5Y9J99bhkyjq7ZpAkV9FC4mKRHb8qum6559sxfK4j8R/faAk5f/uGVwEsOQgjjj0U7s0HpXUQQgghzYTijZAG0ZdrobSMijL8q9asipbLFA2K4La6bJlejlE+57zqavS+biC7fi0kRE13Re731uCRziVJaFJdtxqjOdMjhlde/M//9GEPCSGkjWi1UMVW6ksv6IxRENLPNDP8L9SmdAVS161MOkV/k3CXMnVv3Ypo6xbg3e/Gpk2N06baGrNmnL+yztoPf2iESdJOGZhUwinlA++1n/S74owH1hNCCCENguKNkF7Qn/N6f/1ZTnBZx4hdWkIP/3fCFgzGlu9fia5XngfuuKMxA4jsRwbUi5+EJd0mxKGWlMQhwsSJQuhFfIYbiYk8w1m9wSFgchNCCCHNguKNkF7SH9kH00z3P/pRJpwxmC2xxGRShk8m9Q0eDAweDGDbbfUHcddJbj1ZyX7m6vEmy6FQSGvCHcHh0EORc1sISUg/El6CEytzaiZDJSGEDFSiqP+zS/o/HfJ/O8UbIb0lyk7c8MADwG23Abfd1tjJm3PALbdUs1w6wL3zXdV24U0c5cOplcyLafeF+JPbmvG3LhFbqmuBqKbzpq6dU977E+xMyFuDH09ABgaaC5fQKCeZEEIIkTBhCSF1kH/YdGU7ImDuzvnCQO8EQlLHfvvlBJY2SXSIEDmnijFZ3hR1TdIzzzwDTJzo9RNKNsgybYvx5XYrrltGsBHSW0TmHS2xSUO+/4QQQkgFijdC6uX+++Hm7ZK+LVpvVo11rI1YKCrbhXAxs0Uq4sgngsOWrREGD8qu92oW3d3xz667BpwJ+Qw9pT+W8EvQBGp1m0x3yYk1qY9abiAQQsiAgtkmm0JnjIKQ/mDevFzIlAzNk9tqxggt1EK1rJBBLZOk7M/gQQ745S/7ZL3XrrsC83fV150laOdRQxOs2jqkTPnQU8sJqRH5lbG+//yIEUIIaQQUb4TUQbpOyvspSnnvErenlllclBeAltOW7PP3l0qT/9Of4q5VEe6aeUz5fvUSTdgG1+S57KlLI9EUAZv+eJPqjNj10rmn7dN5I71E+/7nvn+1fv8JIYQQAcMmCWkQcv7vJwnJCarKeq1SmiGqPjTYF2SasxYK4Ur7JZ2Bf347Fvid1gbTQJKqrYeM+/hr+tL+WpGWolyEashpfp/MTEnxRnpHlHzgKoTClrkMjhAyIGDYZFOgeCOkScjJXELGEatlHVwUoao1ooz7lBaBywmekFPnH+f3z1hm1jhcvjfBya4yHu3YzPGVNnLJUJTzwTk0aQjVOxPq5zWf0ISfPEIIIbXRGRKUkBbFWveWcb9qCKXS0tprbfjOkiVe5OvQtoZjhINqIZDJ61rWEEqnM++05csS0jAqMbvx/Rb98w0gDeFlNCUhhJCy0HkjpInE7pue+VC+j+65B27X+dXjQgjnyqoTyIsTU0SK8k0P7aqEgybhpZpTWCS8MtUpQjXBcvXisdH9IM0l9NktygZLCCFtC8Mmm0JnjIKQVsbI4JgTVWWFm6hTCq9QBkzZri+M/EyUGcHk2wJbtsQ/DUQ6EqHEL2UyT5rZOSsuiJ9nhpBmIp8HmdknbpzQASaEEFIGOm+E9BGhdVwAsHVrdd+gQeVFXGQkSUiLGM6bDEVMBVvFjYqTpFSP27IFGFyiS7VihZWVXa/nI8MspbNGwUb6Cj+jaUjAVT+T/HASQggphs4bIX2En7Y++e2LksGDHAYPcrFwg+d2FeB7bXKbfJ3rk1yHI9WN5+4NHuSAX/0KbtDgqhnnrdmpF0tQFa3XS/rljyMtH5XM5ElIE0gcN+2GhJ9QiG4bIaSjScImW+mnA6DzRkgfknG1ELtmoXVapcy3wJo2LXRSrinzBU9hG295S/o+U2dvhJLICumHblrr3axQsyiKH0FA3Ub6hcD32YdrLQkhhNRLZ0hQQtqVSBdUABB1P1Wqiuwqt3wIYiibo/Zaqx+//GWmbDCDnlmRYdFFUWbc8rU1vkz/vEVsdNxIK5LekODnkxBCSC+g80ZIP5O4RYAQRlOn1vQcOC3phx9OaK29iX7+M2DiRGxctD+6uvS63VuOMdsq1b//+z9g+nS4HWan6+iiCJln1RWtcZNrg/y1fr7jwckx6Q+SB8Jr37Ey7jYhhHQcrRaq2Ep96QWdMQpC2hj5sO2Mm1XHZE/L1qhln0zLbbMNNi7aP9uZysstW4DoiTXxj1jDkzpeZXnySUS//99M/ZrbllDoDCbP0lLWxhHSVyRrP4seB1DLOlZCCCHEgs4bIf1MlDzsDIqIKeG8acdr69uS97lJ5pvfjK5k27p1cfmJkxDBYdCgCHj8cbglb6i2V4NYSgXakiWZ49P9yDuOcl/62joVIuMmHOhwkKZTvflQ/FkLZZwkhBBCaoHijZAWQBMx6WSvhICz3LaQONLKY+LEfPklS3KCq0jAZbVUuT74oZNWchVTmCXbEhHb7AeMkwGJ7xb7SXbM8uJ7yc8jIWRAwbDJpkDxRkgLkE7qAg/1DR5vOFeqGPT2+8fKLJVWPzJCzteVmZAwz2nwFreFXEGtj0Xb8wWzbaWHcdZMeoF1M6Io0U9k2sWEEEJIfXSGBCWkQ7Cez9bbZ6lZbUjKZI/MPKcq8Iy2pCycw9FviXDqh/RskVr9SRntXBSeiMoz3tJjOHkm9ZA+ZTu71lN+R3JrSCtEEfjZI4QQ0nDovBHSQiTGUVHmRe3A5Jlx2pqy0CMEku2yrL9P1pG8lz3T+uoQ4dprK69d3iW0xpl5bIJwB0s9/y5qnOAlA4j0e1TNIJlgfVZlJlRCCCFg2GSTqGkUy5YtQxRFmZ+pU6em+51zWLZsGaZPn44RI0bggAMOwH333VdY789+9jPMmzcPXV1dmDdvHq6++uraR0JIh+Cn90/eJ4TEiJpeP+ML6CIs2eYLJdmPUDKRpF+yjky7Lt+Wll1S66+/P/1dUpXR+CA1IcJ7tQytydo1/4cQQkhncvPNN+Poo4/G9OnTEUURfvGLX2T216t9ekPNEnSXXXbBU089lf7cc8896b4vfOEL+PKXv4xLLrkEt99+O6ZOnYqDDz4YL730klnfihUrcPzxx+OEE07A3XffjRNOOAHveMc7cNttt9U3IkLaHePB3el7Q7dEUV6QWSFdMjzT3669DqXxl23LCW+1Qr3joT6q9RDSW5yrhiJ7r7Pubv5RFRRrhBAysHj55Zex++6745JLLlH316N9ekvNYZNDhgzJuG0JzjlcfPHF+OQnP4njjjsOAHDFFVdgypQp+OEPf4hTTz1Vre/iiy/GwQcfjHPPPRcAcO655+Kmm27CxRdfjCuvvLLW7hHSGVRi/rQU48H05FFkiju5lkxbd6Y5ftok1l+LJ7fLsMhQiKQmNov6UkvoJCEpgZsHgJ7QJ/N54weOEEJqowPCJg8//HAcfvjh6r56tU9vqXkUq1evxvTp0zF79my8853vxMMPPwwAeOSRR9Dd3Y1DDjkkLdvV1YX9998ff/rTn8z6VqxYkTkGAA499NDgMYQMBDQBVG8mSisU0XK7ciJNiL0yWSG1EEo/2Ynfpu8uSiHol0m4914AN9wQ/xBSEumsWd+LZH9ajsKNEEKIoF7t01tqct4WLlyI733ve9hpp53w9NNPY/ny5ViyZAnuu+8+dHd3AwCmTJmSOWbKlCl47LHHzDq7u7vVY5L6LDZu3IiNGzem73t6emoZCiEtj5YcIeQ6JclAIlFWiiC5pi7nMCivpZvm90+2IeuQk+Va65bloh9fhfkAMH68N3DOrolO1R0uf/ODbhshhHQuUjN0dXWhq6ur5nrq1T69pSbx5tuG8+fPx+LFizFnzhxcccUVWLRoEQAgEv/bOedy2yT1HHPhhRfi/PPPr6X7hLQXIl1ibv3Yn/8MLFyYOcQOs0SunPZeS9RQth5ZNlReE5T+ayusEgDwjnfk+0j9Rjz8h2lD+U6oRP7nlxBCSK+JotYKm6z8nZ8xY0Zm86c//WksW7asF9XWrmN6Q6/O6KhRozB//nysXr06XQcnHbO1a9fmFKnP1KlTaz4GiNfGvfjii+nPmjVr6hwFIa2NmoXxz3+Od95zT5pwISlblOBDy/YoXTG/nHa8FcaZq0ek5PND0IrCQs2ELZ7Ay+xr5MPwSMdg3kRgykhCCBmQrFmzJqMhkrwbtVKv9uktvRJvGzduxAMPPIBp06Zh9uzZmDp1Km7w1qBs2rQJN910E5YsWWLWsXjx4swxAHD99dcHjwFii3Ps2LGZH0I6DmtSue++wL77wu06Pyh8AH2dj1+uTEhl8tqnqF51LImI8+fNoqwWbqn1V/a9SLSSgUPmIe0Ch4hajRBCBjBSP9QTMgmgbu3TW2oKmzzrrLNw9NFHY+bMmVi7di2WL1+Onp4enHTSSYiiCGeccQYuuOAC7Ljjjthxxx1xwQUXYOTIkXj3u9+d1nHiiSdiu+22w4UXXggAOP300/GmN70JF110EY455hhcc801+N3vfoc//vGPjR0pIW2OlYkxeS8pSjpSlIREc7e0hCbWmrVawhlluKbmAlr9lCGfqQvJCfrAxekynsKNEEL6kA7INrl+/Xo89NBD6ftHHnkEq1atwvjx4zFz5sxS2qfR1CTennjiCbzrXe/CunXrMGnSJCxatAi33norZs2aBQA4++yz8eqrr+LDH/4wnn/+eSxcuBDXX389xowZk9bx+OOPY5B38pYsWYIf/ehH+NSnPoXzzjsPc+bMwVVXXYWFYi0PIQOWKALuuAPRnnsCyDteVqijFh5phTtqIZLW+jmrfS1JCVA+n4gmLLWQSSu5SW66zkQmA5ZQWC9XtBFCCCnLypUrceCBB6bvzzzzTADASSedhMsvv7yU9mk0kXOdsUikp6cH48aNw4svvsgQStKZJM992/wacPnlwCmn2I4X7Mx6Rfv9Mn691j7ZbrDu3KLecNbKov5amSvTshRvAxbtswXwI0EIaQ/aeV6b9v0Tn8DY4cP7uzspPRs2YNwFF7TlOfWp+SHdhJB+Il7IAzdkKKJTTok3SbEC3YnStmkhkMn7UNZJv07NabPEWBJGmQzF6peFJSjl78xYGEM5MBFhkxRuhBDSD3RA2GQrQvFGyABCE2paaGLRcXK7JFRnnBnS7mPIwZPhk5rTqJahhhtYiMdsJDCSlhBCSLtD8UZIGxFFSMMngXzGxWSbldykKLGJ5mIlaNkmtTqs8v52S5TVipVARaszFY2cvQ8INCcZoIAjhBDS3lC8EdJuRBEiZ2djDD06QBNgWvijJsxCCUUK154JQiGbueGKbaF6rf2h0E3SmaTX1xnbCSGENBeGTTaFzhgFIQMMK7TR/3G5LZFa1n+v1ecLOi3bo18++a2JQnl8kbjUXmviMzeu496qjr3MujrSeeQ+c52Ro4sQQsgAhc4bIW1I6h48/0L8fpttAITDBn1BpYVYlkl6EspuKR2v0No1S0xlskQ641l0UQSkfa7uSePhrr66mqhk8+a4vSFD825gUi2tmI4mCTUGvM8TYycJIYS0KRRvhLQz22xTGAopHbEEbbu1fk4Li/TL+cda7+U+K7zSIQ4LjZL6oygn1QAAr74a/x4xolJpVcC92BNh7FgAQ4YWj5VhlJ1P5bORvf6EEEKaCsMmm0JnjIKQAYwMfZTvpfjSQiSBfFhkMPEHil05bR2dJTS192lZ56o/lbdwDi9vHYEtw0YAt9xSLVJx4MaNdbl6NYcx0x+vDdI+1HLZMjcheLkJIYS0IXTeCGlnoijzMGLpugF25kitnOXAWfXI+uQx8jhrbZsmFNWwT+cARMDNN2MUAPem/YH99rPLi/asNXVaQhOAblw7UL3uxRdL/YxWkv/wWhNCCGkHKN4IaWcqYsZat2aJFbUqRbjJNW0+lpgrK+JCWSOtjJFpn960f6ZOaz2e1jcZrqm5ctW1UaCCaxeK1rF5z37zr3PpRDZOfGb5uSCEkDAMm2wKFG+EtDlaGKAmunLCBLbQ8vdpx/loa+zKtm2te7OO1fqRvA8dH3Lg/Da04+E5m5ywtxhCUBXpt+A6UJf/HvllM6/5OSCEENJPULwR0s5U3ARrvZnmSCX7Q66XdayV8MT/bYYjIi80Q4lEtP4k76Uws461xhwav9WH2Inj5L1ViC9FPvw3JOBCD7kHim8EJMcQQggh/QXFGyHtjvLQ7pBD5ocKlg03zDWpCCYp+rTwSytErUzYp9zu/9bGJLdZdWv9LLNukLQGOSFeJKwr2Uu1ZCVF1zmumsKdEEJKwbDJpkDxRkgnkKTTN9LnlXWZitYAFdXjH28JOEmRC+bXrYWIyteyn1ZYqQzvDK3vy20rCM8jzUdzeuPrWPL4ihBLzdQSAp2PhyOEENLfULwR0kn4M0tlDU9RohC/jIY8VnOwLPfKPyapK7Rezi8b6oMsZ63ps0LhLLGpHZ+px1Xr4YS+b4kzrMaE1m2WIb12Ae2W+cxSwBFCCOlHKN4I6VQqM8zIOay4NcK++wKDL/1WHDL2oX/NF/dCC4tEkxRY0rErE36ovS7rpmn7Qmv1yoRj+vVqY9LW/6XnLM1Wz1l903HZK5H5fPXm9Bs3PhraBiGEDCQYNtkUKN4I6XSiCIsXV+ajH/pQvCngQllr2DJVBoSUVZ/2Xm4rSjiSG5rhwGnr7rT2yoSIWmvhVBFIV6bPyV7rBp38KBtOSeeNEEJIq9AZEpQQUgqHCLj33urrCpZ48rdra9q0ZCBW2KJWf7LNcrks0Sj7UxSe6R+jtRdCOzeyH5mxuJxxQ5pMMxLKyGvrw+tLCCGkv6DzRsgAIUmTjl13jd8LZylBCw+UWE6WX28RoXVoWrvSVdPaskScLzT948q4eb7NEq+1yrtvqlvpInk46QXJuU/fB24INATvod7ppkxbvLCEEBKEYZNNgeKNkAGIdKOSbZrbUCR0fBfLFzPaOjMZaqitk/Pb1MrJ/VYd2n6rfnMdnKK8LIfQFBaOSU0aRaGr28jn8IXsNV5MQggh/URnSFBCSDHOXstmhSlq27UQyVCIWaiesmGUMpmKFIz+dr8/VqijbM//ndatTNCTTbJ+2Y4UxaQxhNZfZj4zvY1rNI7ntSSEENLf0HkjZKDgZZ9MNwWcKk0whcIjtVBKLTRSa0eGNVplMsMp4dRpoZZlxpu0oFHruNLtTHTRK5LnskVALq2/FHDNCqVsWogmIYR0IlHUWqGKHfKfcAudUUJIn5D88XrhBdNRA6oT4SI3TksIIstbCT4y3Qo4VTIUU6tPG4sl2Pxyso4yyUyK1vjJ/qVtMJtJY4jC19Uh6r35RpeNEEJIC0LxRshAJIqAbbeNXyrhhZo4KnK6pPDR3K9kuybCLNEk+ycdvpDAtOpJXlsheNrNOecq/3zwg7nxyrFa+8sIQ1ICl/9MJu/LhPGWQTue148QQkh/w7BJQgYwSSia/0yrdJ8itjLHws606GMJpFAZv34Ly2mT/fWFU8gZzIQ7uvxY0tYuvRQbNgAjhutOodXv7PmhAOgVkf6ZBcTntZ5Y1cB6t2q96JjwG0IIaRrMNtkUKN4IIek81Lm8UCsKETTXeBmCzN/nCypNJGrOin+crEfroybstPV22nis98OH62vntD6o9XH9Wzlc9nqnRFHm2lmf0XhfYfXV4yJ9zVzOTea1I4QQ0k9QvBFCUkJOnI8UKpYAknUUHacda7lqltjT6gmhOYj+NktQauJOvrbC9xJ3jyKgPFlnNPYui1zcsi5neu2MSMv0evJ6EUII6Wco3gghOZLnE2shiCFBkpTx0Vwy/5gi18ty5eQxZdGEl1WP5tT5vyWaGxRyckgxoc+LRZn1bjI6sqhuhrsSQkiNMGyyKVC8EUJUEpfhtdfiF0Mqfy0sMaZNsmU4m+VSyeMtsaSFJhatzZP7ZIIRTcxZk/iQyybPjdZGpo+0cQrR1lFa4ZJyPxA+xckNCuumAyGEENKKULwRQoIMHVp54fKTXE04+cJFCr3kGE3kyPq0tkIhjrIf/nt5XGjtnVaP7LvsrwwFDfUpbZfr3oKUSkjSywYi5K+9CS8WIYSQFoDijRBSF0Whh5a7FhJ/mvthCUR/n490uawwSa2fsk3tmCLHz3qdO5ZiIIgVglpE5rORhP6Kw2JhWCzasp9VQgghNcGwyaZA8UYIKYeXnj3BCj/UyqTVGGLJcqike5aUz3WvwBWz+i23W4JLC4WUx1mumyoa60ljP5CIKpkiXfi65w5ThHcmq2SULycpE3ZJCCGE9AedIUEJIX2CP5m11opZAqpMSKKPFG2aw2e5fkV90urVysvfVr8t4agdm6nDOeuxYiQhyov30od61zqtw9mZToEawigJIYSQfoDOGyGkJjQRojlRPmWcLksMhtqRfdIcr1Cb2vo4a8ypC1h5nAJS4yzrSGpjtQRc2qZsdgBbPloWyEZSxpEdyOefEEIaBsMmmwLFGyGkNqJ8KBpgZ1XURJ21psxyr3JdsESQsr9MyJ2ZVER7XRFt/vw+igDtgdJWmGWyzeq/mqyj0wVF+oGy3TD5OlhdyevuUy3b4eeaEEJI20LxRgipCylYEjTXzBJGIXFVNrzS3xZyu2RZrX/WGjVLbGYLRZnU87JeWZ/fv3pCAjuRomtmfUa04zThqz0aQFuryCtBCCGkVaF4I4TUT2VSHCkizn9viSHLoZPHZ8IWSwgpKYgsIaiJSCkEcq5e6NlhivsYEqHWuit1X6vlN0ntQU8YRfruTMIQ5NcHxu/t5C4WWrhuclMhc95dIv4CSWmiKB++SgghpH4YNtkUOmMUhJB+JREamzcD0R9vAZANC0yQoYL+sUVJIopcNbk/FILpt2eFW2pjBGIdEEoyYouTbF1FIkV18AratkiO601yFOeqFWXqcV4SENFOsi1Bcxz9ff7vXPva+YqiNIQ1E8pa2Y7Iv8r5dYdpW8lNCBEOSwghhLQaFG+EkF6TTHqHDnHAfvupAgZAZiKdnVaHVYV03Sznzq/Ld99y7owiqDT3zW/L3272t3Ii5HhlHXLslgjVQvwiVAWUKch8keUcNm/26nPZ49PyIe6+G1u32uPx+2udL1U0KWNOjkuvmyesdKUWxj/HDE0lhBDS7jBskhDSOKIIeOYZuImTANhhk9o2LcRQc7DKhFn6ry0hGepHaH9cqEAEKM8o8+sKOXOaGLJC/VIh6sQYurvhpk7L1GeeB5cIShu32+65O32h8FK5TRPZRaGs1Xpqt8OyWtSrL46bzLedhFlS2xFCSONg2GRT6IxREEJah0mTYmNk7dMAss5H8t4iJNzk9pCbo73X1rRZIXyaQ5gpVzL+UIaGhsYt27D6b7WROWblysz7IUOMcn4fvbBIOT7/wdaWuNVEtT8myz1N18yJ813kxqrnQoRsZs6hElKpnQM+d48QQkgrQ+eNENIcpkxB5GzXK+McGY5Z8j4Urmg5cFqonBY+GUIKvOqOkiF7WjGnj7tMv0KuVUZoHnWUOhZZh9yfqVdkIElcK9lHX3SFxpXU4VzlWPGsBc2pBBAnwylzvl18pOqkWscnIZnJcKsDzOwnhBBCWgWKN0JI84iiVMBZ4XXWPul6JdvSqoUQrAXLhdPEnta3XlERKomICYUWau36fQ+FkIbKlDmPWiildr4sQZ4pn9VpgNHfVMTB147FAioWXn79lePKCj9khWU1HFXWSQghpDQMm2wKnTEKQkhLI8Pm/LBEwE4E4pcLhdTJumT9Wt1+KSmg5L60ngamI5She1pood9vTSjJ8fjj9+uU9YSOyYz3mWdw++2oJj9R6skIxyQk0Rtjvaer6LgkzDPpl4PSWI2NJ9fEvza+iCOEEEL6GzpvhJDmIp4FB+hJLkKhkVaIoFbGWnsl3amiEES1bYf61YhB4i7JB3zXihRsobVo/na1T8m+iROxz8SsSyrblGvXcq/lM9fk/jpIH03gO3uuktykwTgwkQkhhJDWgeKNENI3+AkihG4ICTe/TGg9lbbdXLMmyhS9Dq0FaxRJ2J7fdtHaOKvP/jEyvNEKw5T7MuX++Z/jen/609wx1YOr58UXV5HoYyPOnQxxbFS9WjuEEELqhGGTTYHijRDS56STYpcXV77YkOLFWreVqVsRJrW6UKGQxAiuqQIuadH/N9OSs9e5WevnrPV6mvOpnuOf/qzwHKVr5CoOmCY8G33K0rqbdD0IIYSQVqMzJCghpD3x1khJkWGt/UpeyzBJ6S5px2SaFsdLipy8flsHlTwIPKr0XYgW7RxaawRD6wBD6wqloE7P1T/+AfT0ZI7x6240aT8p3AghhAwQ6LwRQvqdZM2SNtn3RYYV7ie3hdbU+WVDTpy1ds7fllmn1h8CIllPKJr2H9odChvVnE1N0Gmhlar4nT4d+MIXEG3dCnfOuaJvDTw/3mMBqNsIIaRFiaLWClXskP8wKN4IIS2Dts7MEmxWuF8o+YjWhrZNE4xWEpB0WwvllY/XhFVeK26klYHSCku11uCpCV/OPru6vxmnwk980/+nmhBCCOlTKN4IIa1BGj+ZTboRSrRhOWRlMyvKzIxyu3xt7cv0q7/dOMims+JSO09FIY3WubAcuz4bNte6EUIIGWBQvBFCWgtPxIVEFGAnLampuUC9WvuWMNSEZirkWkBghBK8aC6n9roorDVtq9Ha1WVFe0PrJsSCNwcI6R3MNtkUKN4IIS1LaA2W5ohpZUJ1a8dqoYGSkAMl9ztEiJJnnfXjPDAJpSxK0GI5ns1OPlKG7DXlpJo0j/h+QcRPGSGk5aB4I4S0HLHIqLw2wiXl78zxATFVZp1X0fFW29Kdy7Xrqu30V36T3PPR/P2GMLbOuTxPSR1W/b3uP/pfBJMOw0gbGymvCCGkFaB4I4S0DP48KiQuQtkRQ45bSHAVZZj0X1tJVKzwSzUxSj+GVGqJV+R+y3201geGwigb0d/03HMuTRqFa95nlhAChk02ic4YBSGkI4heeD4nljQ3S8sO6R9TZm2cS2vKu22h7JPyONlXbe2Ytc0h6vPnxfniR55X/7flHsr9mvvWaNetWU4eGaA4l81aqny3HSLeKSCEtCR03gghrYFzwDbbAFDWjCmCwgqVlNsswaGFYsq2/fchx8kXeCHhaLpTfZwYwV//ZoU+WuPxy4TqbySZ88UkEqROqnqtOBstP2KEkFaF4o0Q0nzqnHBLsWWtxUoosx5LC5GyhJwUZXK7X79VpyU+c23Lh5SvfRqYMqXEWaqP0Po3a82ftfYwUy+ya/uSturGeyB3r+siA4b0T07GYfP2G39H+iuUmZCOhGGTTYHijRDSeHKp3aPqQ6y14pUyPqHQyPyx2deWoNKEVKhPqsgqKF9GqIVCEtMxTJ6CvphHagLNWgOkjdEKo8wc14tn32XOIyfVpATpnxrtERO+SPP2MSyXENIuULwRQpqG5ehoLpXcF5psyWOL2rQcIrkvJPa0MVjHaW3IvskwTdshbN6kMgmf9PtWtHbNcjZD7mVm/N6pypxDY5gZ94Qhk6QA7R6R9T1W/7bw80UIaXEo3gghTaMozE5znbTwPP+3rFeWk2WsO+2yX1ofi15bTppVn+ybttYut/auyXolrVuZ9Zpr9GCfmwTp0pntJ9fdGGf1eVvMBkjCyI+w9j23tlGzEdIEGDbZFCjeCCGNJ5kJOftud5HDYzk5/ntf8ITEmV9nGREYCgss+9pq39pfGHbY7MllxYarNZw02QbYoWiWs5q7rk4IxijvTHKOTSysB9H7363894gP4iaEtBcUb4SQ5uHNlCKXD7XLFVcEWGiNleZwWeXLtGW9144LCc4ih87qh99+bi1ZfUvGaiMKr01UDxFizN8m1/tZa4ssQae7bpxqExvrJk/ynhBC2h2KN0JInyEn9aG1ZvJ1kciR2zJ32wOTN01oaS6RXyY0Ftmn0Ho3azyWKA2FFzaMKKoKRWMirJ0zK6yyjDvqH6O9JqQMsesmtskbM1w2SUjfwbDJpkDxRgjpG5RQyrLhd0UuWWg9mlWvVpcm4DLCSXnt11MkDkPtau1r5yFeB9fcGaifJCS0rk32OddPZMcaOhdF1y3d1ycWJGlH/MdfAPZNIue4xo0Q0r5QvBFC+hRLDEhXp0wooxaWp722CK2NCSGFiiVsylDLujurfFOoLCAqckmTbZZIk+fUGoslWv1jM9sUd5AzcgKEbzgwdJIQ0u5QvBFC+pTE1Qm5bHLyZW3P1S0m/WVDLf3yIUct5IxZdYTCJq2xaX0uGldTqIRQhtqzBGzoHMn98nxpYas5Eal9jujKDXj8x18AYcebENJkGDbZFCjeCCF9TxQhmVNZYsgSUtrrIgct5NDluua1GyprCUjLvSsTsmntV/cloqoPhIoVSir7pk2ULeFrlZPt+vVm30dxghWAoo2oBL9jDvy8EELaks6QoISQtsMSQ5YLk7z3fxIsYWeFNErnS74OOXiW4PPb0/ZrfSizDk72LbfPAeqTiRtEFFXnuJoA86+I31+/n5rQC7ZpnE/r/BIiKfycULgRQtoUOm+EkP6hkpa+7PqyUNhkUUilJpJC4Xradu13SNSVCdnU2vP7pwk4Lcw0ftNkF07Eo2nXQL621u4VhYYWhaYSYlEqZJLCjZC+gWGTTaEzRkEIaUukeyOdMunoyOMAO9zQcq6sMExLDMr3ViinHEfIaQs5gbIuazx+v9JyzgFXXommERU/dkH2WXutXVfpqFrOXnqci9e4JZP1opsAZGBQ+PeAwo0Q0ubQeSOE9BvpPMrpLk7OjaokqVDrCjg1IfcmdIx0wbT1Wdrx2novrV2tH5bY8YWNDDF1iBB95LS4oksuqSYZacZEtVJnpCSdCQk7f79GyHH0X2sOZfU3J+YDHTq4hJBOh+KNENLvaKIIEBPzdOFVVHqJl1afNZHTBIcVChkKF7QcKSus0DpWcwqttiI4uEu+nq+7mWaDTBaCrMgMOYayvCWAtZDWtHlNxPEJzAMa+XdBD7kmhPQZDJtsChRvhJCWQ3WWxH5Ad2IsB0eWCblEofpD4Y9+3+Vr2Q9t/Ze1jkwbmyV4ZZ2VQt7OBk9fhZiWQkxzyIq2SRcy5G7m2qGAG7CEboBY30VCCGk3KN4IIS1DkTtV3ZmseypeP1YUiljUB8sBkiKu7ORQq89yliyHT44zJJbyHai02aR5bJEg88uVOZeakJdt+ceRzsN/EoT6cPakXOA71MzPPCGE9CUUb4SQfkc+WLdQgHjHxQcUJy1JtluiUHOztPVX1vFWmGDR+q1aBFwolDLUlqwrDjFMdvR+RptqaSVszXIhQ4JXO5eaeNXOR+UFJ+odQuYz5Wrzzui0EdLPMGyyKVC8EUJagpBzVTgR99SfJdyK3vt90MM2i5OaaA6R5iTJtvxy/hisdkPitGh8ueMb6MTFCWXsNsv0Seu79dlgKFwH45LvSUEx6E62JN7GzwohpP2heCOEtAaRl2AjJ3ZKTLq8UErNgbLCKP1yqriBLRI0J0k7vqyTmA5F6ZclUsrUXWZdnB+a1is8G04KMuu95bAVhcT65fITd07U25U4W2rltfjelgkflq42QyYJIZ0ExRshpGUww+RqSEIRm3Dh9U/WvtB6qmRbSJhZ6+Os98nx/iRT66slYrR+aH0pGn/2XCcbGxBOaYhjiSWM5fGW2PP3MXSyvZBf7fQxFyiXqAbIhzfTkSWkRYii1gpV7JD/FCjeCCGtT41/cH0BZzk8RVjr3rQycpsVTpn2zxN4/raisEetb7If1jq5MvVmyvdW/FQOthJMhPoVWk/oh6YW1QOHjvnPupPwPxMRkN4wkGKtTKhzWqf4TtCJJYR0KhRvhJDWQaSdr0VsaVh37q07+yF3yN8vXSBLUJQJt5RodRSFY1rbipzEQhqQdr8aRRl+PIPfN+2cpvUZLqUVPkcHrjWQgk27oRH6fIRuoMibNP4xDJkkhHQaFG+EkJYiTnohhEYdE/AoAvD888A225h38zMTwuSh0774MXRcUYikVibkjtWLX3fReiD/txXSqfUrl0Gyzm4nyUyKhFvyOxQ6p03kQ+K5Yev5SO247GdLc9f87aEbFP7NndB3KPPZ5jUnpP9gtsmmQPFGCGkL6jGB3DbbArAnekX1WSnw0/qNyWNonVrIVdDciDIulTUBtkLJtDa1Mqr47I0bV0lKY4WIhgSv9l4eK7fnxCof4N0nZN3zyjb/pkjAUTXrFDdxNCe36PNDCCGdAMUbIaTlMNeb1ZhMI3mCQG8ncdnmokxSBR/ZbymotPVzprAUokRzzaw1c5qTFhJClpgyj+uFkxUfkxVxZcM/tRDXsiGovQ3BJcVoNzmKbmL43xXrGkXKBy70nUrrpnYjhHQgFG+EkJZDu7vuU0sYXHDSXmdCi0SAyMx41WqzTpbVD2ubtqZLlrcElxW+qb1Wx6YIIvO4yvnLiNkahHV6SEAshkI6tXFYrmN6Tei+NR7lmWyaGPM/10UhvjlB512z5FECmphPj+MlJqT/YdhkU+iMURBCOpI4yq44dK6wknr2GWRCwvzlOOnUNCsWLCGW1mc4XqHJrbUv5AbKY32RY7lc/mRY7k+PEw9Hd84OM9UIhZiGRJ3fBy3MU9aTaafWTpIcziE9j/LzIT/7/raMUxZFue+gdOLSI4zvnX9c0Y0JQgjpBHol3i688EJEUYQzzjgj3fb000/j5JNPxvTp0zFy5EgcdthhWL16dbCeyy+/HFEU5X42bNjQm+4RQjqAKEJmkpeZ0Jedg0fVyX3y2yGKE5rUQiJU/DaTvomQLmsyKdeYZaoX+zQBFRJ4WhiZ+nrrVkSr7jJFpS/wrDEk26TjkW4veW0s4Sa3aT/yGMuZ1AQF6T2h0NaMWIvE91iKtsp76ZrKGwnaB4rXkxDSLJYtW5bTJlOnTu3vbtUfNnn77bfj0ksvxW677ZZuc87h2GOPxdChQ3HNNddg7Nix+PKXv4ylS5fi/vvvx6hRo8z6xo4diwcffDCzbfjw4fV2jxDSabjspDAzcSwZsScn+W6bbWue9qXHipDOuF/2+iz/eMttk2X997W4amn5VPBWtwKAGzQYWLCHOi51rFJwVkIlLcerlsm0Fi4n6wmdM6vdImHKuLo6SQVUPsmNvPEQv6jhsxDF36vM8Urz1meGIZOEtBgdEDa5yy674He/+136fvDgwY3sUV3UJd7Wr1+P97znPfjv//5vLF++PN2+evVq3Hrrrbj33nuxyy67AAC+8Y1vYPLkybjyyitxyimnmHW2ipolhLQmMuRPm7QHlzNVspfkJ5g1zPSUOtJdUlAGRJcWWmmNVas72aaFQGbrtoeRw3k7nS6W0v76IWzKecj0KZlsq7Fu1TDGUKhbSNBKdyZ0LjPn1XkTfafspwLQqXw+8jcuxJrLOs9fcj2s74/v9qrHw8U3Vnj5CCENYMiQIS2nT+qSw6eddhqOPPJILF26NLN948aNALKO2eDBgzFs2DD88Y9/DNa5fv16zJo1C9tvvz2OOuoo3HXXXcHyGzduRE9PT+aHENLZyBA9GTKVhlaZD2hTZnTOZX9q6IvsgxbuKMv77zNdU8Sa6mQox5cNywzih7JF1clvpl9RdZ+8Dto4M30InFvteHk+rHOaa8cbStJPLbQufe+M88o1cTpO/0znQhx7iSbGLSc2071absYQQgYkUj8k+kVj9erVmD59OmbPno13vvOdePjhh/uwpzo1i7cf/ehHuPPOO3HhhRfm9s2dOxezZs3Cueeei+effx6bNm3C5z//eXR3d+Opp54y65w7dy4uv/xy/PKXv8SVV16J4cOH4w1veENwrdyFF16IcePGpT8zZsyodSiEkDZCWyYD1J6cwK9DE4D2Q92qjlNIpAXrln0JCDOr3lCbufZ7OYf21ynlxhFlRZZc45Rs83+H2jHFFfLCV4o5VcB7lSd9StrR2tJuDJA8lgOccd56a3uJz5slErW+pf2g9iak/0nCJlvpB8CMGTMyGkLTNACwcOFCfO9738Nvf/tb/Pd//ze6u7uxZMkSPPvss315FnNEzpX/E7dmzRrsvffeuP7667H77rsDAA444AAsWLAAF198MQDgjjvuwAc+8AHcfffdGDx4MJYuXYpBlZN13XXXlWpn69at2HPPPfGmN70JX/3qV9UyGzduzCjlnp4ezJgxAy+++CLGjh1bdkiEkE7AC2XMTOQL5pBJSJ9/rBo2Z7kzsNdcJftkv6yQSSsMzWovdHyujibFkMn/PTLtGf+1qNcnsJ7Rr1teJ0tg5Sb2YvxW2GfOsWTsnY4SZpr7HDbq3JX4HEky3xFeQtKm9PT0YNy4cW05r037/utfY2wg30Vf0/Pyyxh35JFYs2ZN5px2dXWhq6ur8PiXX34Zc+bMwdlnn40zzzyzmV0NUtOatzvuuANr167FXnvtlW7bsmULbr75ZlxyySXYuHEj9tprL6xatQovvvgiNm3ahEmTJmHhwoXYe++9S7czaNAg7LPPPkHnreyJJoQMAFaujKdye++dFWEOwUmk/8Boeaf/lZfj16NG5if3RQLD2ub3zXfd1PBPr025PSTm1LJN0nCJRlPPh/f8NyuMU0s+UTTessI5I/DEkjtvqV3m2uTqC62hHMgkiXCc8XlDTStJTeLq7bWumvCma0oIKWLs2LF1CeJRo0Zh/vz5hVn0m01N4u2ggw7CPffck9n2vve9D3PnzsXHP/7xTAaWcePGAYhjRVeuXInPfvazpdtxzmHVqlWYP39+Ld0jhAxQ3N772GFUJVJR+kkr8OEPIwIw8hvfrNaxdUtcTmSqCok4rZwlMKz6LNGjuWz+71CdjUYVwBVRFkVR+toiFCKa7E/bEkJQc+L88WbOpfgY+CGwVsgmhVsAw42uXsfGnbzefEYa2Q9CSI10QLZJn40bN+KBBx7AG9/4xgZ1qD5qEm9jxozBrrvumtk2atQoTJgwId3+k5/8BJMmTcLMmTNxzz334PTTT8exxx6LQw45JD3mxBNPxHbbbZfGmJ5//vlYtGgRdtxxR/T09OCrX/0qVq1aha9//eu9HR8hZAAg3S05gU/WQRWFdjlEQEW0ZeoeNFhtw287JAJkfX6/pCsXOjYzHqNeWS75/eDfIrz+9WqVDSEjgJM+OH3qLB2TkNumuW/Je3W9W6i9SC9risuyz6AYoJghvyVOV8aVNcr7zm4t/SGEkEZw1lln4eijj8bMmTOxdu1aLF++HD09PTjppJP6tV91P+fN4qmnnsKZZ56Jp59+GtOmTcOJJ56I8847L1Pm8ccfT9fBAcALL7yAD37wg+ju7sa4ceOwxx574Oabb8a+++7b6O4RQjqQovVk5hoykYAkea2JKGui6r821/8o/Q2JLTkWv29FyOOjQRHO+5TDZ/e+BuiZjh/8bR8AwHveU1hV7YhZeKzn8hPqUIinNV5LHAfX+nnbAGRdWGVdniakaw2fHIh6r2gNYuFxybPdnnsWGD++WqCS2TR5pqL5PUb+Bg4hhPSWJ554Au9617uwbt06TJo0CYsWLcKtt96KWbNm9Wu/akpY0sq088JOQkgDCDwbKjS5rFVgJceUmUhqYX5amVCbVv2hfdY4N26K0PXzK4EjjoAbG4e2N11kKMlIivqvbdOElfbaDJ/1yyqhk1p/gmLcW9OnHpu4Rr4jWTnGGmtbCT5nfG6tQbj851KeT5klVGtOc7q165T2qa1OKiFV2nlem/b9t79tvYQlhx7alufUp4UCUQkhpBckKeGFiyNFg/8jy2WqExNCue4m5OzJ/fL4ovA+vz+aENP66x8v20j6MmwY4N75LmDsWEQ7zEIaTpoUTV5v2RL/NALxSAErDFI91CtrCSkZJpsQdCwr49Q+A7ItS6Qn50y7Vsl5TX6n+xSnL9NeO91KVdL5xy+Kbz4A2XWgDllRGxJcZT43/ne+rc4pIYSUgOKNENI5eE9nTh7QDIjQR/nAOGTFjiaM5OQ8FN7nl/Pfa/WHxIMUO1J4+pNf83QI8ZMRdY8+mhMbABA9sabab1f9yTzEvCJ+0u0FWIJNG68UQ9oY/Lq0Oqw2pdBTHTXRrvZbq9N/r90Q0PpWi5BtRbTzJgVT8jnRbljU83mW19D6fKTl2/PUEkKIScPXvBFCSMsQRfZUMNknwr/815bL5m8LOXYhUeDXY5UrqsNvT+ubJnZCQiqCA7bfPhcSmBGcmlhzDth3X+DPf66W86sXjw3w++i3bTlt2sRfjt8/Z/72IrGltae1a4mKkFD396vunbjOifBpG8FRCXWU5xgA5ECsz7S8Nrnz6ZJrppf1PzvqTZd2Op+EdBodlm2yVeiMURBCSL0oTlyC5sDI13KbJu6KnBXpqcm2tX1+G355yw2xnCnZFhB2Sixe/sPtwTKh86gd4/fbf2/1xa9LCuuQuyPPqV9fWSdI9sG/XpaA1sRitVPtE+tX5hzJ30HRrpwGSwBrgt+/ztr3gRBC2h2KN0IIAXKhloDuBFiOkDbB9CkzwdWO1wRLkZC0BGCo3aIxFE26/YeZA9WQSj/aUvYt1Jbmpljulfbjl9eEnNW+NvnXnLtaRKrcV0aEtj0Vt7XIafOKZ++huPx5Vp01ry5NCBfdOCGEkHaDYZOEEOJTCaf0J56aGEiLK9uKBIdE1m8JSCnGNHHpH6O5HX6bmisS2h/qu3Wuivrov7fGpY1bHuf3RdYXOgfaeDRHp6i83F/2fPvjzZw/kT01M7YW1iNpX50DAtc9f1MEyGakrC28UttO4UZIP8OwyabQGaMghJBm8dxzmbdycmhN0otcAx/LyZFukT3xzTtEWh+lMxVCikYpmvyxJuXlWELtaOcp5EhpY7KcNtlnKfas91KIWU6O3C7PT8h1k9cw5Ghar1sprNLqa9ExueOUMWnXUB6nfRdkG4QQ0knQeSOEEIXU3fAeGmy5XZr7YjkD1j7pwGj7ZT3Ja81tCE2kNbcsJKBCjpzmCmp9K3IdtXbK1qHtCzmWRfst4V3Ul1B92nXRRKd2jBwXINYl9ocVl7pkxQ5jsl1uyzmKyudH1lvmu5MT4w6tbVcSQkgNULwRQkiIKAJceGKpbS9y3YpCwjSHKClrCQJZlxRUmvCSYsSaIBehuVdyPLKPlgjW6pDjlFjiIDSmsk6RNS5te+gYeayF1k5SnyrUvYeA9yWa6Ex+WzcqrPOoUeYmSaauCHAunJ2UENKHRFFrhSp2yE0cijdCCCkg/nufrOOJ0ZwAazLrCyUrnMsSA5qLox3nt+fv8/ughZ7JYzVxIOsKCRbNySsST357ZR3IkAsj+2GNwyovxxgSU1r7IQFa5ExphPqfqVd+Pps4Tyk6V9Z5tepKCAlhWa88NjlUd+AIIaQzoHgjhJCSlA3x0rZJASfLaRNOrQ7ZF0sMyGOsED05riI00RQ6F9L9stq3nEbZx1rC7vzjZFtFYjLkjPr1yNea21fGzSzT9yJHKTc2J659bxWMy4/X71doDNb5tsRYFFXbk+1IB7LI+eyQm+2EEAKA4o0QQkoTeXNic9IpJv3aBFWilQuJvaJQvUyfFUdECimrfs2hktssl1CeE9luSFRprkot7p0moLSy1rai/svjygjkojFrdVmCV7ZnnbOc8+t6J+B8ka21GWXNafXaSFTRlu70z0s+JFJ+R+zzSAjpF5htsilQvBFCSI2kc0qXn0gCusCRQiwU/lVGCGrHS/dK1uuXt+rW6pDjqycEzhJ52rit8cnt1qQ95K7J9rX2QtfGv5bWOEPXT7antWuJYktAap8p7bo7VNVVpv9l1I3L1pjph7dD+25INMFW1AX5wO7kddFNDLpuhJBOg+KNEELqpWI1FIke/zcQdkc05KS+FvdHEyBW21ZZ6WRJB0Yrq/VFw3KkQuPTnLUyoqbMxN9yx/zXlisZei3fW/3V+qqNIfR50drw3/uf1VodOfO8uazzJqtTHcSybQo3T7sm2j4qN0JIJ0LxRgghvSF9qHc+5DHkvKhVif2aKAwJAr+ekKjy6y4rlGTdcp821jJhc6ZDhLzYkcfINkJunFWfJYbKCECtrqDrZdRtnYtQO9KNs8pq50R1Eg0BVxVOukhOjk0K+1VYbmO2xvKUuQGSjpe6jZD+h2GTTYHijRBCGkB1PZw+yZUT7SIxJevw61Hbr0Eohpw8KeZC/fL3lTlO2y+3WW6grMMva41PnhdZxhJ/Vn21OnX+mMpcj5BLGnIoQ4LSP9Y6pxkBh6qFpl1DS7TLcZp9qkFVaevnQp+PdB+FGyGkg6F4I4SQBiKz5FmT6ARtMmqJqlrcG22Srok0S2QVOXdynyYONFGiCYEyLp7V1yK3TavHGmPROOUxlpi2nEG5T9ZnOYOWqLQ+T7W4oNrnKBZxejhn2XFan4F6Kfp8UrgRQgYKFG+EENJoomTCWv0XyCZdKCtaQu5SSCxJZ0xrI1Sn3J4bYol6Q9vMybc3JksQaHUXnSftdWg8Vn2y7bIC0BLtZdov6yRqfbPc1NB7rb9WW1o/1XrrUFXJGrreCj9CSD/BsMmmQPFGCCF9RGb+6rKT3CLRVEZ0WeFsVvhiWRGpbSsSl0VoIspyE0P9sLb5ddYjyoqcseS9JQyLXLEi8ar1wxLrVr3yfMprJj83IVdYa9tyeev9TEgS4VbkPibrTgkhZCDQGRKUEELajShKf6II6e/kB8hOmiUOEfDd78blfnUt8Ktf5SbUmbLitZx4+8cWdl0IxWSb30ZZR0qb9Lu0hXyIoi8UtPMj+1YUtifFi48lauV5ts6bJQB90SR//D6FHFRJqB9lrq0mDrVz4/dHjtOkF7GM2rWV54sQQgYSdN4IIaQFiee7EfDMM8DESen2jBh5//vj0LKjjo5F3113AQCe2X4PTJqYd13895oDI8tZYXBpH8UEWpvoy/J+e5pjKMvKcRe9t/rq11sktmS9RSIq5JrW4iYWuZBW27Kf1nbt2vtlZLtFYtEal+xvbx8Oro0j07dKF7jejZAWg2GTTYHijRBCWplJk+JpqoMID/NeJS/32CM+BEizXsYl7Qm5Je6sMD4fbQIvjysKp7PaCdUj+6/1o4wgtPqo1WmFFmpj8evWhGxImFrnIdlXJKqlKLf6aLmC1vm0xm1tz23rhYLTnGG1b5XvCCGEdDKdIUEJIaTTqXFSmgnBjDxn5S93pyLAmsADWVdNEz2yjL9PExAh58ffL3+0evw+WA6QX4v23u+v3G6JTksUyXNW5EbJOuRx1vn23T/pBvr7/TGE3DbtuocEuTyXsi553TLnqZbPr3OInxnncv3267bEMSGEdDJ03gghZCBQmTy73XavblLEQlF4oP9aC8mT+8u8Dzk6mnDx9/v7rH4W9dcSQvL8hMSu7LcsH3KntHY1R9I6x9a4Qm6fhnY+axm7dg7ig2sUbqJ+a9z655YQ0jIwbLIpULwRQsgAIkm/7lMkfIpcjZBI8SfalqMksdw6q1yov5pTZwklf1tRe5aDZ4knTQxZ+626rf5Ih1L2RRNj1vuQ4AsJyuBxZdakuaTOvPMbEom5NgMaNXftqfQIIW1IZ0hQQgghpfEzWma2i8l+aIKeoIWvaeFsodA7GQanOW5aHX6/NdFZ1HdZTtYTcvRkPdpYrH7IOi2Hz3LdisS0JTI14Wb1tVaBq503OVbn4n+S3+nPgQeq49c+D7It7ZppfdA+O34Xqi8IIaS1ofNGCCEDleRh4k5xTxSHLimzaRMwbJjtEsny2mtfOGhooiEUQmi1IY/TyoWOtbaHXDUfLbTRP6ZIaBU5W/J1LW6eHHsicyyhK0We7JfVD6vPaf+eeCJ3DkMCtcjR1NosI3gjuHIuISGkHAybbAoUb4QQMtBJRJy62dv3wAO44YmdcfCtn40LfOpTucm2FfIXEjbytfY+JJD8fUWiy+qXVn+o77LekBD1+2OJI62PVtuaG6X1OTR+qw7tnMi+ayLa325dR8uNxN/+pvbRIiSg5ViS8ppw9vuXuy6VME6KOEJIq0HxRgghpBxz5+LguQ5u6Xmq6JGTc03QFDkyIWETEgFF4lETiSHx6NcVEnmhvmhjkGPW+qy1HXIaZZijv73IibPa9gVPqE5ZR5FTGHLvyohOSUh8lyEk6OIdjjYcIaSloHgjhBBSE6HQutB7TdzJfb4ILOse+fuKxFmRuJMOU7LNCuuT7Ra1HRI3loNoUYvo0douGpO2T6s7dG5lX7V+lnFdpUAtIwhDbqt1nVUo4AipD4ZNNgWKN0IIIeVIJrDPPhtPcydMQDVLYHiCHxJu2jbL3fEn8dYEvsgdCm0vEj2W06Udb4mgUBhfqK+WONZEY8hRtFy6MhQJpdA1tMZhuYNW3UU3CZJtVnkpdk0xGD8kUR0DIYT0FxRvhBBCamPChMxbKZrSiXDybDlv7my6G9CFhmxDq6dW50oLc9TKa+6PfB3qvyU6isSSJiRC7p/WZ8t10vaF+lskVi1xVeTCWSJXtmH11RKR/nFFNwusa0gIIa0MxRshhJD6keFkrjKxjpQirjgJiDXxLxNqV+1C+EHZmoixwiCtEL5QHbLPlmgrEnuyPyFCIke2p4mzIkFZ5IqGwhr9Y7RyVkhnqH/a9S4SiKHrKOtkmCQhDYBhk02B4o0QQkjDKDvnDbk0aV1CAMmJvRV6GHJk/P1W3bKOkLDQwjUtMRQaa1G5IscyNE5tXEVCRtZhidkiN9EK5wyNS55bSzBb4ZqaU6gJfut4hyi90UARRwhpNSjeCCGE9A3KIwmcC693yhyuiKjktyWYQo6RJq5k2TIhlVbdWr8ssWGJCmvsWtua2LWEjhRlZUIVQ/2V/Qj1URtHkZi0BLPsz0MPATs+fD3w+OPAkiWIALh5u5jnW94IyDmDTFZCCGkxKN4IIYT0G8nDwLUJtXmMmLjL1yGxZDk5mvOkuUyWeAo5RCF3yhJC8n0t4ZaaWxZyrrQwRtlH2W7RMXIsZVzIkPtXJP4Sdhz5D2DpUmDrVmDoUOCpp3LHWJ8v6zwSQuokilorVLFDbsRQvBFCCOlXkoeBRy6fPTF5H5ewBZfl9lgOU9mwRE3oaIJOcwGlqKtVwBS5hqGxWMLDEr5afzSBpjl10tXTxmtdQ218ZQVt2vYTaxANHw709ABTp2bX2Uyb5tULZLLnwBbU1TedMdkjhHQOFG+EEEKaT8nwMykEErSQQH+fVo+sI1TWCrsM9cmqNxRCqfVRvtecM8uRso7VwgFDfbPqlfWHylrupiwTEq1FLl/mmIdWA+vXx29mzgRGj44dt9DnrCADahR5OyncCCEtCMUbIYSQplGdJMdJIOJX5cPTQiGBaRsFwibTn4ADVCSSQsLNEpoh11DbbwkfzdkqEl3SAdPGoQmk0HUpG0pYxhnUxqk5q9o1BwC88gqwaROwYAGwYQMwZAgwZky5/oV0GUUbIY2B2SabQmeMghBCSMuihQz6262Qw2Sbj0uPikyhUeSC+WJAc4XkjxUKqIUQaiJNa89ylbS65Fi1cVpjDbl7cuxy/Na4LeRx8hzIuq0+a+NSz8G6ddiy90Jg3brYcRs7NhcWSQghnQadN0IIIU0jDkOrvFacHzmZR1Rd++ZXktvmYblRUhTK11Zdsq+awNTqCgmlUP/8MlrbWj/KjEsTxbJ+/71EE6eW66cdJ50zrc1QHzVHLlPHm9+MQQDc9O0Qbd0SC7gOubNOCCEWFG+EEEKaSyTdlfy7zLaSYWsOUW6+bglE7bUUFprIkiF7Wv3++7IhjWX6JtvRxExItMn+hkSbdYzVX63NkBNphj4a56BWFxF/+lO8ceJE4HWvizNNEkL6F4ZNNgWKN0IIIa2PIugiAIMHV944OxOl5eCEHLSyoX1lwgpDLpQm9kJixm9P9k8To1r/Zb9km2XdSf+4MmOQ50KrM+QuaucwZb/94n0PrQYefTReAzd/vjkGUgeV71i0aSPQ1dXfvSFkwNIZEpQQQsjAJso/s0wSCvXT1nf5YkFbC5aU0doIrfEKhUdaoZWayPK3yXY0gaO5Yv52rS3/J9TX0LnV2pb4/ddcTi18U923447A5s1xCOXddwP/+EewX6QY55J/4mvy/CsUboT0J3TeCCGEdAaeOxdVHk2QPqHA2WGJRaGQalOGaCtTXhOK1jFaWSkQ5TbZH6uvWnij5YzJ48s6dZYbKF/L66AJRHms6tY5B8ydG1/0e+4Bnnsu/tl1V2aRrAP5SIUoArbdtv/6Q9oMhk02hc4YBSGEEOJTmain8/Uoyoo7ZNe3BddTeds0By3TrOIWyeNkOe13kaiTbcjtmmPmizO/Ls3p0pw+rW3p+PljSMpbAllz1LRxW+dUljHP2dat8e977tH3k1SlpWLNuerj7v5yN/CXv1D7EtIi0HkjhBAycEjcOGWyX+Q4FVZtuEoJloPkt22FZUpHTHPcLDElxyYFlCV6LOFmjVfri+bkyX3a+bH6pZVXca665u3pp4G1a2MR98ADcHN3jut6/DFg1iy7jjYk+WwD3rX961/j8e+wA9zMWVUR9vzzwDbbZI71X0So2Na77953AyCEFELxRgghZEART16rYXaamLJCC5NtVkhjguWgWWIs2RcKfwwdUybc0RJFVn1av0LHaeO0BJ7lxllirky/MmPzbaIpU+LfPT3ZMc6cBa14W3LttcDo0Yh23RW4917g3nsRjRwZ79tmG2D8eOCPfwTePasq0rbZNv+ZiyJAudaE1AXDJpsCxRshhJABT62Om1W+yDGT+0NOktWG5WiF6ivqr//eElVSqIbq18Iz5WtL4JYJYdXaD4WaAoiTmaR98OrxEnJUC7SZgDnqKODhh+MHlh9wADBvXrw9Ea4V5Kic88OL22zMhAxQKN4IIYQMKNK1PAUixd9nhfBZ68i011qbmtsW6ktIrMl6y4gkLdxRK6+FOIbWs1luXRnhVyjCFMxj0ow19u64gii7LXyYUoG3Cb4g6gNWrwZ+9zvguOOqYk2INot206iEEIo3QgghAwhNuBWJIyuEskiAhUINtXBC2RcZjhly3Pwy1rYyIjMkuvzji8SsdZzlTPqUcRw1HKJKZlHnXeiwOtF2R5HnxvkFFKGW4dFHgSFDgO1npOUdIkTdT8Vvp05rvFj6wQ+AYcOA97+fz14jrQfDJpsCxRshhJABgyaurHVr2jH+sZYAtI4pcq5kXzRx6Ldhte23pzlxGqFyoTFpYykqH1pDZ4nLkFDOvFectHpIwgj9BCDpDmcIz9mzK/2ojiACgGnTkkFk6yvTR5f/bOD3vwdeeAHYc0/gLW8BxoypeXyEkPalMyQoIYQQUoaoKtgeegh46KEkR0MERHnnTYYRauLGPz6Zj1tCqihc0BKKsv2QOLQcO81ZlG6aX0Y6aFq/rVBMKWxlvf44tDalwLPCT/3XlmPXW9L+JRfXv9bJIyhKCLG0WPJZcwiaeZmQTr+9YcPin61bgfvv7+XoCCHtBp03QgghA4sodkR2fF06O45/uRqn/yXdnaI1XGVCB8u4a7I+TYRZbWjhkNq2opBKS5xa/bfCTUPuYuhcZCtXkpAkoZBlwiqdQ/LZaMbasGqIp2jgkUfgdpidTyLywANAdzfcAQci+vNtcQjYwoWN7xghjYJhk02B4o0QQsiAJw5nC4sT+doimYdv2QIMHlScyMQSWUUCzFpPZtXhtyfdtqI6/OOkGyl/W+vSQiJTC9vU3Dr/dVAUa5ZWsu211+K1acm2gDKrttGkzB4VIelryapwq/Dgg8CGDfHrAw9E5BwwfTowY0Zz+kQIaWko3gghhAxMkgd2e45bFMVz+6ErV8AtWgwgIGikYyIYPLhSUkmS4tdjrRMLCSmJte5OW4+mOWqyfq0/VqhimWPKCEutTinkNLFnicV8gxXHbYiY+jj9vDXTdZP9irJvq/16/HFg9Ghgp53iHbfdBkydCsyc2eROEUJalc7wDwkhhJA68NeouYrQGjrEwS1arIqcTHhg2bBJf61TAdq6MLlfEy/+sdY6spBjaIU7aq9D4swK/5RjsdbfWevc5GtrXwZ/PZpYr5a+9n5HcIjWv1R9Xf4SNxznAHzrW8CsWcB226UdcfsyTJK0EUnYZCv9dAB03gghhAxsoijNUqi5U9Jdcoh6NanX1oZZrpgURaE1Zb47Za1DC/VJ1qlRtM5MG4tVZ9EYQw6lbLu0+5YerAu4lsjcuGIFotGjgX/913RT6t4++kia1ZIQMjCheCOEEDKwqYRNytC8UBIP5+oUcFWrL1OnJT5CoYSZIRhiqUzSkKJ2Q+IrtE7Pb0sbo+a8WXVZos3fl6m/nZ4+/eCDwPr1wF57xe8XL87uv+MORCNHxqGTFG6EDHgo3gghhAxs0rC5Ci75VeBChXNdlGkybdX/10+IWCTYtPchByqUTMR3t4oSl8i6VAEFXXxafdVCQeXx2pjV8fbm4vQVDz4I3Hln/Ly20aOBRx4BenqA4cNjMTd2LLByZVx2wYJkESUh7UOrhSq2Ul96AcUbIYQQ4hNFcUY/hBNyJGvkMmKjAXohG8kX5RInhkIptf3WtkybNbhyWvnQWrfkdygsVNYbqj8U1tqy3HIL8OijwLvfDfz1r/G2hx4CdtgB2GabWLRprtqOO/ZhJwkh7QDFGyGEECLxwhvTNW7OFh0JvlvWKOcneR6YtvYOsDM/Wmvi1DaE+AmtJ9PKynBTKxSzrDj029XG4e9X69i6tXWcqhUr4tT+e+4J/OpXwDHHxNvnzYt/RxEwZUr/9Y8Q0lZQvBFCCCEGUn9Za8hUUeWEAOqllrPak/utY+T2UPZIv99aO0WJU2T9IQFYtm4p1rq74yOmTVXEmx8eVeaB3M1gxQpg2LA4/HHiRGDz5qpw64/+ENLXRFFrhSp2yHeO4o0QQggpQWrGiTVxlnuUc8a8jJaFkwjfaYvCTlOZ9WnavuR1LZkh/X5oY/RfWwJTCsKQ6JRjTNv+298wbeTIyt7t1T7DOeDWW+PXmzYB+++vl2sGP/lJ/HunneLnso0b13dtE0I6Goo3QgghpAbyuitKlVmaaCQp46pCJuM+eW6QllsjI3BcpQ1lf5lEJn77oWNDyUz8/Zpw07J0WnWGxKN2nNqvQYPih21PnZrrb1xxBPznf8bhkx/8IPDKK8DTT8fry7q69GMawZo1cNvPQLTbbnFbDIckhDQYijdCCCGkt3jqK+vQKU5WReElwiyCMzNchlLvy/KaaCqT+dGvJ7SOTtattamNQR4XyuJpib2c2/e6HRF1PxXHTkoBt2oVcP/9wOTJwNy5cUbHzZtjF2zIEOCGG+Jyo0cDI0cCu+1WaajOkCo/LHPDBkQbXgXWro3bI2Qgw2yTTYHijRBCCGkCMt1/giXqLGHmJyzJtaGsMZP1+XVq+2R9cn9ojV3ZBChym59AJSQwrX5s3Qqo6Ug2b45dtkTQbd4cp97faadY1HV3AwccUJ1U/uUv8c/06cCGDfExM2aoY8qxZk3ckYceAvbbD7j+erijjo7HMXduuToIIaRGKN4IIYSQJlEmMUfITYsFC+LHF0AXg5oostous75M2ydDJOtx38pkjpT7LOdx8CAXC7R7760KtSefBF54IQ5XHD06Fm2TJ8fbtt0W+Kd/isv99KexmOvpARYtitfD/elP8b7kzvz99wOHHho/e81P4e8/t2H0aODxx+NkJD/+MXDAAdXzM3FSp+RGIIS0GBRvhBBCSLOorGmTaG5WKJwwra5EuKT2WtsWcuMs4RcKudTWw8n6QsLT6oM6vpUrY/E0xJvGbN0aiy/f9YqiWLgBwKxZ8e8nnohdtgMPBP7+91i8HXBA7NJ1d8f7dtsNuPHG+DlszgHf+lYs9BYsiOv4y1/i3+PHA9ddB2y/ffyDjkloR0jvYdhkU6B4I4QQQppMdOcd8XO+oKwv85KbFAo47/lzQPjZaVYSER8trb+/T5bNdUepX3PXitxAK0Ol6RjOnRuLrbVrgb/9Ld5Wdo3ZkiWxGwcAc+ZUt992WyzOXnkFeO656nPYAGDmTGDdujj0co89qvueeALYe29gr73KtU0IIb2E4o0QQghpIlu3AliwFwYra7sAxEIsiuLQSKeETiqPKUvW0yV1adkZrdBMGfIo9yWvQ8JQq1Mdm9imCTY53hDpMZs3xyGLSbKRzZvj31u3xr+TO+zS9qycZ2yzTb7yhQvjQ4Z1IXr00biOF16Ixdy8ednwySFD4u1DhqSinBBC+gKKN0IIIaSJDB6kPxPNenQAnMuVcdAfKZBgrXuT77V1ZFaoo9bfIoeuTOr/Wtfd5fry5JNxghFfgCViLRQWJdVvqNgeewB33RVvmD07vj7yAiTPmWOcJCE6DJtsChRvhBBCSJMJpcBPXgNJQpJ8marIgyfwsvXLOrV9fr3JPk1YhUItNbdOC3csI9KsUEz/9ZatEQY/8VhcfuYsRGPH5jtVNCmrR2DtsUf8+//+L/49dWocppmsrQPidXAhVU0IIQ2G4o0QQghpJmmmSFtgpUUV8ZQTQZ5Y8EMnk+MsNMFVtMasyKGzwjKtuiwBGwqhHDzIxWvOkrpGjzbHaA++FwIrWUt3553x7333jV0/CjZCSD9A8UYIIYT0Adq6r+S93FbkgCVaxH8GnL9OLSTmrIyUVup+63EBIWeuqD1LCGpr8aw+pu0kjwfwHbFGMmlSfI4POZR6jZBaYNhkU+iMURBCCCGtTqQLlzIOmE9aJtkVRXEkpScC/dd+GzJRiPVeOmGW4JPvXa6lSG07lGnS74vWz3T7pk3x75Ej49fr18dp/pOkJbkT56onLXntHPDaa/Hvp56yy4FGGyGkNaB4I4QQQvqKKCuoMrsMoZaKp0hZnybERSgpiF9nmgRFEWbadr9e3+Gz3DG/rJWxUrbh1yOFnyz3l78AT7/QFb8ZNiz+SRKIJKLOPAGVc/PKK/Hv5JEDgwZls1NqD+gjhJB+hmGThBBCSB/jhx4WrflKy7u8UHKIso5QZX1dUp0UWVq9ZfoXEmnJdiu8Me2ncNJkeKe2XxN30Y+vwm7vOD7f9yFDsg/ttkie8ZZkqxwxIv7pBHzBSauQ9DcMm2wKFG+EEEJIXxJFlaySusDRhBKgr/eK3TfkJ+qVZ8YVCSS/bblNXV8G5PqnrXGTjpnZd3lqlLDK5H16fjThVsSttwKve13sso0fHzt1QGcIHBe+joSQzoLijRBCCOlj4mz/dtZGQBcudiKPPJYIlCJRrkULCTxtX1FSFHms5TTK/ljhlqF2VdHS3R2n9E/CKRPh1oFUtWgHiFJCiArFGyGEENIPyEyRUuCEXK+0jkTkKKnwZf3W8aH3ltAKhVv6x4XWtGkOnBSqWr9knwqZOhVYtw6YODF+n4i4rq72fUabth6vHcdBOhuGTTYFijdCCCGkH/FFjCZqtHBDTQRVH/rmTeLjNJSZevzXlnAM9TO0hi50jP9eQ+ufrMd/LevevDneOnRIpWxPT9VlS4QbUN3WbglJrP5StBEyoOgMCUoIIYS0I5Ge1REIp+T3sz6WaCJXt1avlTFSKyPFlJaB0sIal8xSKfsixZ0Msxw6xGHIEGDL1gh47rlYzQ0fXi77pPyR25tNjW1kzmG7iVBCSK+g80YIIYT0E1rikgTNaQPssMFUzCgOXMjJspKmhBKOhISlVpf/3jre3yfX4VnltHYHDQLwxBPAbrvF+8eOqy3MMmHtWmDKlOaJI1mvlSlSaT83HlmGbhxpBRg22RQ6YxSEEEJIq1NxcZxD9TfKhRRKV6rqdeUdKL+59Pgo79ZZ68tCYkv2wxKefl2WECsaq+XyaeVzTuRuu2XPyZNPxj9xbGV5/Ad39yWK62edO3V7yDGkU0dIW9Mr8XbhhRciiiKcccYZ6bann34aJ598MqZPn46RI0fisMMOw+rVqwvr+tnPfoZ58+ahq6sL8+bNw9VXX92brhFCCCEtQ0ZIKeGB2m9T6Nx7b06wSCGX/vbaDWV1tISSJvD8eqzEI0VhnVpopOXeaeGSRdt8tmyN4KZvB4wciY1bh8Yhlc89p9YRq9zK9ltvBVatirNVAllB9Mgj8U8D0Maj7ZMuplVXdkNVBCY3DeR2QkiYb3zjG5g9ezaGDx+OvfbaC7fccku/9qdu8Xb77bfj0ksvxW6Vu1sA4JzDsccei4cffhjXXHMN7rrrLsyaNQtLly7Fyy+/bNa1YsUKHH/88TjhhBNw991344QTTsA73vEO3HbbbfV2jxBCCGkZoghZYSAos94sgsNT3RGemjg/d6wUSRnxJCbpRUlDrDVn/nu/Tdm+LF9WbFljCG3T3ES/HQAYPKiyb5tt0TXMxc95Gz8+f34f/jvw978D99wD3Hdf/Fy4efPi8o3G5c+dFMP++DRhnqmuQPxJwZ05/xRypFkkYZOt9FMjV111Fc444wx88pOfxF133YU3vvGNOPzww/H444834YSVI3Ku9m/r+vXrseeee+Ib3/gGli9fjgULFuDiiy/G3/72N7z+9a/Hvffei1122QUAsGXLFkyePBkXXXQRTjnlFLW+448/Hj09PfjNb36TbjvssMOw7bbb4sorryzVp56eHowbNw4vvvgixo4dW+uQCCGEkL7D5QUOEFj/5s2zo8hLLOlN9C0xJOsOuXpynxRquWEgvzYu1JeyfdXatvoht/t9CpXXzkX0+GPA1q3AK6/EDt022wC77lrZGaVrFKsH1LG2zOXPsdZHbZ+2Xbu+Vn0aueO4Xq4laOd5bdr3F15oqb739PRg3Dbb1HROFy5ciD333BPf/OY3020777wzjj32WFx44YXN6mqQupy30047DUceeSSWLl2a2b5x40YAwPDhw9NtgwcPxrBhw/DHP/7RrG/FihU45JBDMtsOPfRQ/OlPfzKP2bhxI3p6ejI/hBBCSFsQZZ2QzK6AM5ZmjlRMvJALlbyXQisU3iiFjeb+aCGTRc6Q1bbv+mkhgtKB8uuS/ZPbtfJ+m8n2LdvPwpaZs2PHbb/9qsINAJ5/HtELzweFUC3I8+6fEem4advl2DR3TbalXW95HB040ulI/ZDoF8mmTZtwxx135DTKIYccEtQozaZm8fajH/0Id955p6o2586di1mzZuHcc8/F888/j02bNuHzn/88uru78VSy6Fehu7sbU6ZMyWybMmUKupM4c4ULL7wQ48aNS39mzJhR61AIIYSQ/iPKuyRyjVNIyCV1WKIqfsRblJuwJ/sSBWi5PP42GU5phfKFBENePuRFlbVP1mnVZTlS8vxqQgioRlap/dhmG7htts12qE6hYwnLZJ/soxy3rEd7HWpDlsmVZxglaQDa97S/fwBgxowZGQ1hOWjr1q3Dli1batYozaamRwWsWbMGp59+Oq6//vqMu5YwdOhQ/OxnP8MHPvABjB8/HoMHD8bSpUtx+OGHF9YdiVuIzrncNp9zzz0XZ555Zvq+p6eHAo4QQkjLkYQ6WmhOkJykh+qIImRC8VI3yeWn7VVBI4/Pth/qX258hpjItqcnJ/HHq4kpWVdIzPpCJNRfKUi1+q3roPal6AIHxqKNxxqnPJeyX5nPi7gm/ngkoetNSCeyZs2aTNhkV1dXsHytGqXZ1CTe7rjjDqxduxZ77bVXum3Lli24+eabcckll2Djxo3Ya6+9sGrVKrz44ovYtGkTJk2ahIULF2Lvvfc26506dWpOwa5duzandH26uroKTzYhhBDSn6TmhfUMr2S3IXL8fUWNaOVNV00KDm8hXUgk+UJA679/vClEDdHh91UThFLkacdoIlHu0/qqjdP/bVEkKPMH5MditS2vnVXWEmpJHSF3z7pxkNZbuy4lpOUZO3ZsqTVvEydOxODBg2vWKM2mprDJgw46CPfccw9WrVqV/uy99954z3veg1WrVmHw4MFp2XHjxmHSpElYvXo1Vq5ciWOOOcasd/Hixbjhhhsy266//nosWbKkxuEQQgghrYPqJinZ/SwXJtmXHqcWyIf4+RP/MgJKHiPDjEKCK+SaSWHh/8gxanVo5WTfknbksVrf5XmRQqnMeZLjronI7lOuqHI+QtdFily5zf/tl8uMOYqymh6O0ZOkbrZubb2fWhg2bBj22muvnEa54YYb+lWj1OS8jRkzBrv6i3cBjBo1ChMmTEi3/+QnP8GkSZMwc+ZM3HPPPTj99NNx7LHHZhb7nXjiidhuu+3SGNPTTz8db3rTm3DRRRfhmGOOwTXXXIPf/e53wSQnhBBCSMtTmQlHzg4HtFDLp2km7aQd1vE5oaKYbzITYqZ8QJhZbcsQSbktVF8ohNJyJbXtRWGgpYRz0fYaQictoWmJT9lPa8xWO5qYk8eGRGpchvYbGZiceeaZOOGEE7D33ntj8eLFuPTSS/H444/jQx/6UL/1qSbxVoannnoKZ555Jp5++mlMmzYNJ554Is4777xMmccffxyDvGctLFmyBD/60Y/wqU99Cueddx7mzJmDq666CgsXLmx09wghhJB+wRIWltDQQv6qOzXlVZliu+xkXQsnrFaTdVriJCpIU+KHhEJReKZ0p/zXoXMhnUJNfGjj0wSQbFceq51v2a8itBDD3CMdoupGKWg190+OTbYn0RxO6Ypq5TOfCzHkdB/jJskA5vjjj8ezzz6Lz3zmM3jqqaew66674rrrrsOsWbP6rU91PeetFWnn52EQQggZABjP99Im6JrgsCbtubm10wWOJCcOZEXOFlh+//2+aPWHsARi2b7LbUk/yogw65wXuX0aIQEZ6lcZJ80SwCFCzqO537j+FG/9QzvPa5O+r1vXWn3v6enBxInteU596nrOGyGEEEJqJMoLLc1pkpN16cgUTcxlGWv9U+j4pL/WmirtuFLuTjqiqjtk9UuKuFC4o7aWqx4soSivUWiMcpzacaFwTEvMaoLe/0xo7ps2rlLCLdlG4UZIy9HwsElCCCGE2FTnw3GonSautHA3fwJf5MBIp0ZO/tVjK86gEo0JLROlJc6KQhzlWOWYyzpq/jnSji3jaGn91/ZZYwj12+qzdq60/ll1hMrKYwqdS4ozQtoOijdCCCGkn/DXRZUNT0xIJ/VG2n+tvlIhiFryjSgysw5aYYqWS+UfI4WPJppCQiQk0IqEkeaWWeNL9svX0v2z3LmQaJbiNOQ4akLc+pwUfZ6o20izqSfDYzNppb70Boo3QgghpB/xBRyQd6MsF8h/nVv2hrwzZwkbv61qgXw4XdWFK65Pa9PvlxYmqoUF5sdprPsrEEVanUWumdVf7TgpziwBp43DGmct4ZayHa0fUiRTuxHSnlC8EUIIIS2CFiIYWh+VlJVuWVFopeZ2JWSEhrYkSlg2SWZK//hc/0qMt+zxUpBYAlG24b8v60KGRKUVqqm5hJq4k2GX2hhDYaTyXFj9tIRcXvITQtoBijdCCCGkn5Hhk6E1VEB+Qu4LrUqNpvhJ0tarwsHrSKYPTpTJ9V13lqwxaOF/GiE3rkig+uUtZ65ovxxLKDTRqlMLCQ05iLU4cf4+K9zScuMo3UizYdhkc6B4I4QQQlqARAQBtujJHZObkBckMUmEl7KGzSFCJDaqIkNx4+LXlVA8FxZF2r4yDqElnEIhiSFnL+To+fXK11rfyriLtYjUWuqX58EaU87N9W8WWNXX8PBxQkjfQPFGCCGEtAiZebLTH7Ssrb/SkMdZbSWumXS4rHC71AVyQhB6FfsiThMlfjtym9xXpqyFtk5Njs/vV8jp044r4/5pdWl1aI5dUThlyN2z+iidupyQk/v5vDdCWgqKN0IIIaRFCYUM+q+LRFK1krzYSlwzLWmKJZhkSGVaTqyNi0Vcvv9m/5TxlBFtmjDTHLmitWZFwk32p0jcWeOSY7LCTC3hLPtqibhQ21qYpnYe4g0UbqR2GDbZHCjeCCGEkFakao3FbwMTdM01K+sIZZoTz3OzRIVsM32dbNIeFucM1wd5IVEULhkKh/Rflw2pDAlFKXBCx2lo69BCrqY8xhKNWr9C4tOi6FoQQlqLQf3dAUIIIYQEiKJ4jVpleh7dew9e2xxh8+bKbuSTWfgTfv8n3hgQdJW2oigfnukLD61NH62JKEJad25fQKDJMcnX/vEhN0oTQqE2NZEWGrdfvshlTK+lIa41oSf7KQW2X68csxSzIRdPliOEtBZ03gghhJA2IBU9U6diiPe/d5mwwowQKWmoJIknpXjR0NyaZE1cKKQyWW+n9bNMmGKuTa8fIQdSEz+WayX3W66ZNgatX5bD5peT/dBcySJRp50jza0zBXhSD0MmSZ0wbLI5ULwRQggh7cSkSYiefRbYvBlu8hQA9popf1/1dfnJuJ/UJNROSAQE91XW28VtVAWj2R/DjZMiyAptLCN4Qo6fbEMTzr5As44tElAh8aiNKSTuikSfFoZZ1WsUboS0GgybJIQQQtqNCROAKVMQ/eXuzOZskGTWxQqFOZbFd7RCgjHpSy5cM6DMvKcY5ASnNRY5Vr8/moCxxlBLyKNsRzsHMtxUc7ys82e9t/pmjU1z9bQxaE4dIaR1ofNGCCGEtCHOAdht9/i1cFd8co6LQ82hcDKZieYcaZP+dF/FYXMO5VLPx4vu0vbKhG36ZbUwTr9cqExoHKF6asEKlwwJTq0fWh+tMiHXNH3tOaGE9BaGTTYHijdCCCGkDRHJKKvbhSDwtzWmweLkH/n+5Nd/FTYnyljHScFSJF598VlmHZnsT8hxKyu8tP6WcUVDotR3+HKuZ0Gdaf/5UG5CWh6GTRJCCCFtTCVBZIomTiQFEYyF7cUJR2xhKPvgm22lk2BE2XBBS6AVCcGQKyjFlgxRlGGP5vlU9mnhmX5/rd9aOS0sVJbTHFFtvxYumm5btapXnw1CSPOh80YIIYR0CJozo0320wm9K599UmtL1q+JlaTNJLOkQxwSWard9EHf+YQgftuaOAqJNutYuV1zL8u6daEQz6K6rNdFIaqyD0X4dW3ZGmHwggXVfTThSC9h2GRzoPNGCCGEdADVqMZ8Agr/JyEtV6fVkjh+Mlwvqbts2F7pxnyefDL+qaAJGjnWkKD1y1hunHac5gZaIspaf6f1wa9fc8msekPr4WQ78loNGpQV3+lngxDSUtB5I4QQQjqI0Lotv0zOvanXaomi/DPdFAGTc7Bc5FeR7QYc8PvfxxsOOigVEWm9221XeY+MwJBulbU2LClrhTuGjg05jpqQ0sS0dNxCbcpxyX1ae9aYtf1+/ZLEJQXowhHSKlC8EUIIIR1CJlugYZpoIqG3E/Ok3cgVCyI1BNDLLFktnxwcDoNU+wM7vFDutxwwuU8Ln7ScN+u4UJinfB9yE4scTc091I4Nid1MeC0ihlGSmnGutUIVO8VIpngjhBBCOpDkgdflRENjZuWay2MJDs0pyvTpzW/W61/3TPxm0qTKQZE5KbPqDq0js5yyIuGkuWiWkNOEnh9+KsuGQkJD4w45oHIsWiil5pamx1PJEdIvULwRQgghHUrqxHlzfU2INHIarokX6eJk+hgI2dP2uYmTcrrBfw6d1oei/sn+WKGecn9I/Gjb5LnQxm+FSFpCUJbV9mnnXxubrD/kxFHDEdI/ULwRQgghHU46wRZaKEKDYuFcWPBoro/2XhNdDlElMUrBsjzvwXdF7l8t4YTaNk2cFqGtibPcNWsNXRnBpoWtasdr47TqKHIQCdFgtsnmQPFGCCGEDBA00dK7ChVnzBBxqfNU1ViqqFNdLVfNblmIl0BFiiMrhDR5b4VM5vojxJXljPkiKCR4NAfQ3ycpCovU+qG5faG+hYRe1s2jgCOkL6F4I4QQQgYIMrywIZlKZCZI6M5Nut/Fx3mH5quFHdZYFrmWTNbtlwkdL/uj7Zft+cdpaI6j7JtfzhJfcp8l3LS2Q+MJCcBmhtwSQoqheCOEEEIGENlJefPqjuvXwyITK62qHfMZMnPhl8m+EoIzEanSLSvbV01MaW5VUbihrFcLvbTGa4krzU0s6rfmuIaEaBmkGCdEwrDJ5kDxRgghhAwgMpP5Rix5U9aaaaLJD1v0BZysKgmnNF23JFGGFDmRLs7SUE1nO3pWGKFfV5mwylAoakgEhsrJY6Qo09YIlg3/LLMGTqsvXw8hpK+geCOEEEI6Hae7LA1dsxSIg9TC7pJ+5cMrs8eldRvHANXsh6mIc5USldfJA8ETIZdJee/VoYUjlhFkmb4aWPul8CqDFSbpbysTihnqW+j8NO0zRAgphOKNEEII6WBiPZVPIpJOwCtiqCGRb6kL521SwvQyhyiuUFAIRVFaCgAiJwSF08VhKmoSk87lBVt6mOKmaX0Mu1G2WJNlQkKxrEMYchT995pAlOO0wi5lf6obG2Hhkk6DYZPNgeKNEEII6WDk+i9tMh6HMXohho1oM6482way4sBaf5Xra0gbeI5fKOlGpg8uQiL+tDJFYYo+2jjkcbId63irjOam+ccW9cFqS2tbuyZFYo66jZC+g+KNEEIIGUhEkeqMVSfyDZyJV9L2J2jrrvy2LdeoqF+h4zTBlREjqdC0wwm1dV+aW1YUalnGxdLcMUt0WeJXOxeao6a1q10Li2odVG+E9BUUb4QQQkinI0MN0whDxbFpcASc1pYWlpj0wRIZoX75j0DQ1oDJ7YnwyZSNqmcoEZyW0+WjuV/lxGj1eF+MhcIe61kfV/b4WkQbIWVg2GRzoHgjhBBCBiha8o4khDIt0MC2/HVqmpPlv1bXfxWFT3p1x60Za8QiX8qaVflbcuJQc67kmj9LjIbCO8uEZcrXofokZfZZjqB8XR0TIaSvoHgjhBBCBiqVrIypQPBUi3MIrzXrDZXQTUukac6b7J9F4VqzegeUupeoJnmRfU9jRLPrzXwBpzle2mt/3GXXzxWFZaqC2HATNTSnlAveCOlbKN4IIYSQgUqaVl8RUE2ek/uhjum2gGsUC4fy9Wr1FCY/KUtFyDmXffSAv47OH1rIectU6+3zBbXMqGmt5Uv2+WW1baHQyVAf1XqYaZIYMGyyOVC8EUIIIQMcSwg0HZHQBNCdpkrRmuqNZMXwxEqDBEc1xFRkgnR2KGHZc+2v9YNyPkJ1amGU/po67b2sX1ufWB2pEH/Ub4T0GRRvhBBCyEAkdad8p6fv0Zwy1RmqVSBUhKGZbCQRd71UHaEwSHVdnNKXULIQq1yRe2YdGypXVsTVvB6RENIwKN4IIYSQgYYTCTAaMevOxAmWr893lgpDC0sKLsV0U4VLEvbnhzsW1ZkpIxw+TfxoWSj9smWP9fclDxn31+HFz67Liq1QmKRWLtmuXQeZfEV34Br4eSJtD8MmmwPFGyGEEDIA0ObVTQuXLGvDeAlTAN2p0hJwRIZISJr1n91WtDYs044hxDKiy+kiK9OPgPtmuWuh8MQcyUCNDJhaf2TGSiu0UvZHO09FGTKbgrNFLcUiGUhQvBFCCCGdhHPAc88BmzbBTZ0GIJlcR+luf0VWw8IlK2IinVh7AiMz2Y6yLo3mRvnrscpmQkz3+82I59vlHEd5rCJyyhASRLKMbMc6LjTOUNbJUGil5uLJeuTrkGso19A1Yw2cH/oq+575rAHZTDEUdKRDoXgjhBBCOo3x4003C8jpp8bNdyuPAEjQQiKhTMbTwxUHSo4jtG4tmbtHcFWHTIQ5ymOtcEWrP1I4WCIrFCJpYTleqpN2++346+h9sPPOSAWyJRbLJjrR2rXOf5HArGsNnHc9q6JNF5NyHIDtyJL+gWGTzWFQf3eAEEIIIY0nFHbnXFXkZELlGhD9Fuu3vJCIonymQl8AhUIn/fKq2yTNF3jZFK0xZeIrdXJjEH3VxJIVnqg5iHI88rV/jjJdhwP23hs7v+41/P3vupOn9RFRlKtXrl+ThNbGyXGVEYzZk+CyP0k7fkSkIoDl+Pxrk9ZLSIdC8UYIIYR0EmKCnm4OOCz1hAoWdCEv1pztQGniQW7zR2WOryICIrj0PPjbzf4qdfrnROuH7JM8RoaAauXLngvTRd1vP+ywQ+woWA5Zxj10+rUuEpJq2+mOqOrkFgjB7KBsUSjrkPXK8ynFXFmnk5B2hGGThBBCSIeRNZSinHDx3YycUGhC5JkWcpi81wSm7Jd1XFAkuGrN6tooeGGjRl2aiJKiQuufLB8SrbIurawUKOkxt96W3oUPXVMp5KyylgMqx5AVU5Xt/oPL77wj3rbXXuq4/c9j6DNhieHQeCncWgeGTTYHijdCCCGk00nWhAHqxFmltypOWVNWRsSkhwdEhAyZs8r72zOTfKevLfPLWX1VwzaRDd3TxFPIBbXK+WX9umVdRW6TPE4bu1anNp7M+VSajOCAPfeMyxV8hIqEVpkx5Rw6ajfS4VC8EUIIIQMJ4ToBJURc2RlxRhRV67bERTrZdmKbvyHNQhJVk5EoDpzqIhYIujJiyUKKxiKhoW3THLuQkNX6HhpLyMHS9lvtynNcy1gz7hyQvXkQW3VBVy1bj30u1LYI6UAo3gghhJABiPUsNFXoFJlw6QS8OMNiLfsj0XD8K+6P5iSVDbfUxunvLwqhDIU2Wi6bFcpohTHW2k8rZFPuC7l+Rdty4k/R9YkgS/njH4E3vlFp0A6XLQpHldBxa02ca61QxU7JY0PxRgghhAxkoqiaYh1htyZNeJFz7/ICRBMzagikyx7vEx+vdjkVcH6f5WvLcfP7qe0PiUAZqqe9DgpLxfnUnMTcmA3xF3pfZv2X5lxaTmGuLf+5asl7b7tDhGi//XLP3st2NH8+tP5rjp48p4QMBCjeCCGEkAGO5byZk/90pm07UH5dRQ5YaJIeCtss5ch4QlIjFHLphyZq9ZReyxZVS2jtaqGXWlhm6mpZ58Pl9ZRVnxyrP2Y5bq2etEGlfa2dCC52cLW+uzjcUfsMWo5mpv66HipHSHtC8UYI6TucuFvL/2wJaQmiCMCzz8GNn2ALEG9Cr23XyAgO6C6V/9paf5ZLnuLKiaaifmpOWih0MeSKOUTYsjXCoEGo1hn6G1dxPIuESa6eQJ2+8RVXZDuqofGEKDzvlb/t/nq2wja8h7uHwj+1dusZA+kbmG2yOfA5b4SQppM+gzWZ+CUTL/mA1k4JSCekHZkwIX3pizQZAplsk5jrwFw+XNH/0Y7XXK40xFL5O6HVL1/79frvteP8fSEXSjpmgwYB0aq7UOoB4IkeFefU/52Kxnr/NKYP3AuvL7T2hUS15gzmykbKowi0Jp3LjT9XxLhBULSPkE6DzhshpClYk41QaFYcViPusBNC+owkIUiRI5RZa5RZB5d8l6G6bVaopL/N/225epqLpNUlj9HWdmnr1LQ+yfJSzKXnZsEemTWEpnCKED8TLeC6JQUL/xqWiGTIhG4qGR5N8S2umdymhp364ZFeHGd6rPF33uqD/9svm/mM+GPifx+kg6F4I4T0CUV36nP/MTOqkpB+wU8gYokkhwj5GD2Bl4gi5GJpjl5RSGUorFHWaR0r95V1E7VQy8ywpQg07kfJ8yLbTENONRLxs24d3MRJVbFc9o+mJ7o1Qa291pw1KxQzGXfaHT+zpP/8P5e/1lIgaoJR7ssJcP4H0hIwbLI5MGySENIUoqh6V9YKTZL7ZSgVoygJ6Xu0hBNy4p5xycvUVwndy0y2K9tiHZF3YKxQPfl3QnOCpLBKIwe9fuALX8gck45L9l+IF038aftCIYny1MkxlcEhAiZOrL5et670sUD1fCR/q0OuaLAe5Zqk9RsNa6JbivrcNRTXtYwzS0gnQueNENI8vHTR6SbvP2s13EaUgx9+Qwjpc6xwtfh3SdKwuWodqSMVf8lzAkxzeqw++X2T+61+urM/nj5ywPp7JMWBJRY0oZGpq+DB6GooZg3JTgDEQq5ex0kkDJEOqfUZyFXjb0teKv2RglgSctn87fKzEhJ0hHQKFG+EkKZihTUlJNtf7Ikwdmx1m7zDHwwhIoQ0FC0MTnM+UGaS7KSQyrvtss3kvSWUguF6WlviJlDm5lDyPllb5okY2a7/W/vbJvuclinIjpn2NYr31kq27vrws4JKcRYStfJ6SuGq6snKudbEbBkH0BKP2br4H0Z/w7DJ5sCwSUJIU0nCleRdXDkxGDs2e9dUnygSQvqKkLCqFirxvRSiSavXcto010dtQvxd0Sb3mYS2Xuhe2p5zWTHx0GpEX/1K9XghymR7fl+0/mvl/XNRj1vUcJfJC2WVWSo1UZq8zoVMShFrXEJf1GlOnDx/sm1JPeGnhLQbFG+EkD7BCr2Rd1mT93f/Jcr/R8xFcIT0CVoYmuZsxS+cUEYKXsp6rc4iV8rqm79N3iAyhZHf1yjg6O+4I9xHT8+0pf29stzBMoI0/Z3VSaXwx9tsNKe0qIwmnq3jLJFbhHYToOpgEtKZMGySENI3iPVv2l3oJ54A7r0X+OEPgalT48O+8IW47NNr4zJTJpdYD0II6TVlwgH9/XjhhXjDttsG69XC4jRHrqy7pb0Phd7JkL6khgw//zmw007ArvNzbWvvZZ+tfbK/vXWI9PPQ4L+NUXIukQmrTNrzx2yFWqbbtTXM4lECGtZnMHce+f9CS8GwyeZA8UYI6Tsqi+wBfTI0Y3uHJ5+MsMMOwP33A8uXV/8zT0SbQ4Ro7dPAlCl92nVCOh7nCyZ7nZN0ttIJ9DbbVsoVo032rTJa+yH3JxSSaYVi50TXcceZAs3/rZ0jq05NaPRWakiBC9SfsyTYjtOvlXQWLYGVuW5G/3LXKIoy7Wohlbn/R3hvjwwAGDZJCOlTQmE3DhE2bwYOOwy44ALgzjuNpAFDhhRGaRFCakNbhwXogkdz4WoJ/ZMhh2VcKenkWP2ynC8Z6qj1IRQKaY1bvrfCOkP9qwe5ntjf3mg0Z1TuB/RrJMcewVX/fmtqq7s7/nH58FKtXzLsEuD/DaSzofNGCOlTvAiZ6jbvP/4lS6rvX78T0u2ZcuMnVN97CQgIIfWjfTdlaJoZrljH90+6d5qQkxS5arm/FUp5a3x2R5UTo7Thv9ZC+grbqtM2SosnkYlJNZbFVRZnXGvxXorHkBunXh+HTA1u6jS1TU0MSzJtNcGBJLXBsMnmQPFGCOlzZEpqbd2LDNFKyhJCmkeiU+TE3HdRckKolhmyi9dkaWJKnZwXrIcKiSVZr+buFYViJi5RKBjUEreyvczfOlGd30bdf+W0MMMaBUxWr2XPi7z+aRtFdRacuyLRLv8/kH3R/r9Iy2pr7Ahpcxg2SQjpH7xU3TK8xkcLYdLCcTIhOISQuknSxFuCKPc9Lfu9Ew+VtsIXgcp3/Llnqx2K9BBHLWQu16zyN0SOxRRuxt8e/8f6u5WUzxxvhJZmxtGLv2MyjLKm+lxeSMsbaGXdL+16hLb7+4tu2BWFpfImH+l06LwRQvoNK7Sp6L2P/I+aoTKENAY5YdfC/qrfzfJ1ak5OLqxu7dPxe+/7LF26kHjw+1vG+dFCLmV9CVY4oHZcfr/RFy8bb05w9cEfNM1dlG6hv93fb54fz8XVHFy/Dr9erZzmmvplSWvCsMnmQPFGCOk/RJgPYN/hL7XGoWiCRAgpjZwYa5P0CDXcLanM5kOheOn3fN26+PfkKZnjfTGgNqEIzaBI9ERC7mZRBEROd99kHZm+i7LZv09VtBtNcmz1CBPt72nRFZLHhMSVJBO2GGXbii95becp22/9UQ/WOGV9qRDmHT3SQTBskhDSr2hhPjKMxjzWuPML5xhBSUgvSea7mvtRd2haFBYFqZiatwswbx6iVXcBd92FJD2h5gaGwi9l/62Qx7QPa9fm+us9XzwNKZUPG/f7nqkvCod2agli/HNRF16YaSYU0zng7rvzbXrvZftFIYpSkGl/d+V58uuznEtNIPt/73PnGfr/FwyhJJ0InTdCSL9T5j/c0B1YdRLY/RQwbRoIIfUjJ9fS0eoNGZcsEYpSSCzYI3uM9ycgkgcgLzA1Z80qBwCYPFn9W6MPwI4cSP8mJa5P4uBV31aPcZ4odL0/rxYOEaLddjP3AXlR7G/Tyus3zyq/03jXvOOqHpc8906svZOCXDtW6yPDKfsfhk02BzpvhJD+J8r+xwzod7HlnVVL9DlEwPr1ePZZVO8404ojpG7MdUZ1hqP5/lfiDCUiJg69yzsq6mRcSWaiuXPmuKKs+18UIlg0HtlPh1jgZYSkUrUUrY1yjLQQyMzYXN6J1P4Ga/j7VXfW+9MrXTdVSIu/06G//5YLrPUjrZuQDoHOGyGkNfDuzgL2ugbtP3D1zvfrdsQEKe649IGQmtHC53LOUh11JmTD++CFJSpOXEFzmrsT+huSrNBKHl+STvpLjsm6mVQUTaDtb6i+cHGLmghMz6Pyd9RyJ+XYUrEapYWD7lhGqBttaiGb4WuX75t/rHZO+B8A6QQo3gghrUNUncBYd3ytu+v+Pu2YdILQO8OAkAGFFG4NCZv0wwiRn2ynrzwBkvmeK3NwTThZ4deZfnhkhFsNfyhCoYCFf5OqCwtzfc8I5JJ9kYSEUSq+XLav+ethPAMvEq9dtq2QYC0KTZVCzxqHX16Ff+j7FYZNNgeKN0JIS2FNfuQd2uQ/dG0yKScPtUwaCCFZNGGU+a7VY2gk65viSvKTc2UtmyXKQg/Rln8nVJGYvk9VTNrHsuOoLm3L31wyQ/mS47w9IdHk39hSXamMe5h/cHVSLtOPykPTc8Oyymf2SwWdXcwXCnG0HDTNvdNuIGj1+f2NLx3/zpPOhGveCCGthbd+Rf7nrW1LKLqLKydvzgFbtgB46ing+ee5LI4QBV94aD/VcMdefHmirGDxHRzze51klHV5AaA5g2qoXWg9bI1q1M/N4R9aJlLAIaqGikZeHZX3aebI63+baUw6fr64k6JRiia/jBYuKUVk5icKnB8jm6g/fu0mm3WjLUE6Jrn6Xnghc/4I6WTovBFCWg4tBMcnd+ddCDPtzrRWbtAgwE3NZqTMhG1yFkAGOElYnQxh05zv3qA5KPK9dbNG64fleJl99cM4G/G190LAkz5oblzpR+TBwR1yaEYkxt0uF8Yq/z5WRVb2Xxm2rkUqFHXZ6k/VEauUU1w62WZy3gavuiPeuddemfV16XHbbFPQK9IfONdaoYqdcoOWzhshpDWJAnfdkb/zGhJ5vksg69DCd9Lj6cYRAkD/Dr22OcKGDZU3DbrRERJxmiujiTrL8fH3y5+03gber0mFliJiAMTn7nOfK/2HRnM4NcdMc86S32WFduhvb2Ffhf2l/v1VwmKlYPP7jj33jIWbqN53LQkZKFC8EUJaFjMyR7mzK4WYdAqS19pET5vsOUSI/vR/2LrVm1u10GMHWq0/pHORjjYQfzeHDgVGjEDDJs5SsMn2tX4k70PCrkwYpUOE6N/Pa8g4JL5L6YcpDh8OuE98Mvd3SSVSRIrTU/tbfwfLIIWRPH81uazyQeFKQ6Frndn3wgvBvhIykGDYJCGkbejNXWMZ6iXrVEOrlizBYOghYr5e6ssJhJbgIL0jz5kMaSJlBUA9RBGAZ9YBEycFhYcaqimyV2runeV+ZbZ/5jMNHVPStaRvoZBQwAtZLDjN1dDG6vlIQxJFFs/McZm/YwX9Vv7WZq5/Ekpb0Nnc9RJ/p+QDy622sc02/BvXhjDbZHOg80YIaWmSB/YWTib8Y4y78P5vrc7QuhqtrsyERP40Ar++Z59V6037wEkNaSC+s5tzXpr1WZs4MW5beEhSzOX+FhiCRYbiJZjh0s0al5d4JM5OmW87MzbjKd7anxZVyHr7pNsnhWKoz349sq+paNS7mvs7qIVz+k35IaZqueee4984QipQvBFC2o6iMCPrznaCnOAl26xwK9mmvKOvhv4880w6gWmEnnPjJ+SFpcxeQEhvEBkccwKqyXFqoVBIvz/yvSUuLAdPisN0W19FHweEUdovRaQBtoDNJAIpce7KormWmXaUKmstrx0n/xZj/HiGhxNSgeKNENL6eOsjrMmO/z53uJiu+RM2baKRubNsiDvZXi7ssuIipO+BjJMWnId4as90H5LmKNxIIwi4usHU8A0kioDouWdz373Qd1x+t7X9fjl/m0pfrSEVj0fQBKh0P9W/Vdq1EWvNrL9xwXG6vNtp3cwyqxB/uwrFo/e4BCvpCSGEa94IIR1AMvkJhVb6ZfzXobv9IedO1ltUTu6PJ0/V7amzYUyoMnVTsJEGozo7UfHaqIb3Y/yE9LX1vdbCIbUy2nZJ0f5mEa9dzf8tyZVT/s7EGwJXxsUli248mXV4N45klEFeAEfZ44RwzNwA68WHaetWYPCfVwDDhqVZJ0nrwzVvzYHijRDSNkhto03YNEGm1uVNQrRJiv9aC7OU7zVB6L8P3bVO9z3yCNwOszP1ZeqO4neENJrMZ76/PmKuPm9FfleKnB5NEPaXiEvali6//Dsk9wVzd/jPcFOEWPIeSh1xcT16QdaT1OHvjyvI9rdad+8+W1v2XYzBg+s/npBOgWGThJC2wk9gooU1SsHlB1Ul7/3tCaE7+LIOvz15N1qWke1ZgtAhAnbYAdHv/zd3d5vhQqQvSD+rLbS0yLpBk+yTr0MhlrIe7bvdJ+F5zuX+Nlh/S7SbPBFceRHkOWHpsX5bibhz1X7V5ABqTYqxFJ3TpG0t35Nfz+A//C+fjEII6LwRQtoQbUJjTS40B0vehbZCrkL7rHCuULvaa1mXe/NBpSZIhDSUqOqi9CeqYyPEhywvv8uh7450yDWhEm9r4vcvccaSdWW+o+7y/crdqFr7dLxjypTitpQQysxuRJV+5EVe6AZXSBQXlfH7Jm+q5ffF2wcNiv82bt0Kum9tBMMmm0OvnLcLL7wQURThjDPOSLetX78eH/nIR7D99ttjxIgR2HnnnfHNb34zWM/ll1+OKIpyPxs2bOhN9wghHUrivgH2XV3NtbImMP5+7S64Vbc8Tu7XhGXyW+7TRKU8phUfFk46h1ZYSmm56tIhk86VRH6XNIetqN6mo2XvjPJjyv3dKjkjdk7/++gQpY5c0mbi5slzoTl2mb4gLPRk2UwG3qB4zrcRwWHwk2v4t4+0JDvssENOx5xzzjlNaatu5+3222/HpZdeit122y2z/d/+7d9w44034vvf/z522GEHXH/99fjwhz+M6dOn45hjjjHrGzt2LB588MHMtuHDh9fbPUJIp+M5BUHBIyYuliDT8Cd4crtVZ0iEyQmiFHGaKyf7kttW9sm+hJQgkDOnTxrX1rSGXHWJFGXyeP996GZOs58HHScs8b7vVeMt7ZN5U2rq1FKdS66l/Pvk7/ff+Ode/j2y+hK6eWZFImQiDYzxa39zo19cDRx7bHjQhPQjn/nMZ/Av//Iv6fvRo0c3pZ26nLf169fjPe95D/77v/8b2267bWbfihUrcNJJJ+GAAw7ADjvsgA9+8IPYfffdsXLlymCdURRh6tSpmR9CCAnhO3AJ/p30MsJNK+sLsNBdeOmaaU6B/95y88o4CCGXwCHCY48Bjz0GYM0a3pgmdeF/bvrr8yMdHs21LvOd1b5r0lGSZeR3q1knQa224kZpblPyOu1fSVUphZBDVPioPu2GkhYx4Ndb1pXTxpLpj9PHnnLssaZYJK1JYhK30k8zGTNmTEbHtJR4O+2003DkkUdi6dKluX377bcffvnLX+If//gHnHO48cYb8be//Q2HHnposM7169dj1qxZ2H777XHUUUfhrrvuqqdrhJABij9BkP/x++JHUjQ5seqSE5xkn1a/NslMXmv90MpZ7l9yzKyZDrNmOrjtZ1Tb9UIsKehIWZr8LO5CfGlluWV+WcBemyqFmry5I9vKtZd8hxqIvOlkuVTyb0AEV/66OONvWmAo2oO+rb9dueaUfbm/i8kHK7JFpPr397lnEa17Bli3LleGkFbioosuwoQJE7BgwQJ87nOfw6ZNm5rSTs1hkz/60Y/w/9s792i5qjrP/04CJiEvQgJJhHQiL5EBlISWPGgRsdUZQNv3IwLSmqweSBuDbWNmsAE1nWGBjMZH2wgKSveEFhcDDqOLVmlpFgFjCLQ2IzaKnaCERwK5YneHkOz5o+45tc8+v98+59StqltV9/NZK9yqffbjt3edKvb3/H577wceeEA2b96sXt+wYYOsWLFCjjjiCDnggANk3Lhxct1118lpp51m1nncccfJDTfcICeeeKIMDQ3J5z73OVm2bJk89NBDcswxx6hl9uzZI3v27MneDw0N1e0KAAwCw7FB1v/Qy7xeInbIYjiB9PPH2tEmMVYZ/28Zlo0xmwrXnJKW5ueB9phn1O+B4bPlwrBCkWL4ZOjhTvPEyvllfawHJB0RCsH2/VZfCg+Ian44mpfMa94+5q1EIIdjXBDZhRjQiucFBjG7WRuHzPS8c75hhIxDa4SaYcKECTJhwoQR1bl69WpZuHChzJgxQ370ox/J2rVr5bHHHpPrrrtuRPVq1BJv27dvl9WrV8udd95prkfbsGGD3HfffXL77bfL/Pnz5e6775YLL7xQ5s6dq3rqREQWL14sixcvzt4vW7ZMFi5cKJ///Odlw4YNapn169fLFVdcUcd8ABhUvP/pa5OflLqTMU10lQk8S1xpwkuzKWaf5WWIiTrVm6BMcBNxzYkRk6ExSS997NkOjK54T2uix/r+ha/rPuzIXrdTJ0R+rzQh10yv14a/fs7/q/XdD9k0RV/k98fvmv6mAr4Y8zyHfj2NS8HveKcXKELL9Opuk/PmzculX3bZZXL55ZcX8l9++eWlWmPz5s1yyimnyJo1a7K0k046SWbMmCHveMc7Mm9cO0mcqx4P8L//9/+Wt771rTLe26d13759kiSJjBs3Tnbv3i0zZsyQW2+9Vc4666wsz4c+9CF5/PHH5bvf/W5lw1asWCGPP/64fOc731Gva563efPmye7du2XatGmV2wGAwSCcqESfYBvXc/VVEFqaMAupIuLKBGdZnVpZzZtoeRwK/WciBD2MtqlJ7noL392Y5zxsy8nIDzK3NhLRvqfZtbptVpnepbtbOv130m/ft0973bXfDUXkZe8HiKGhIZk+fXpfzmtT27/97d0yeXLv2P673w3JOedMl+3bt+fG1PK8PfPMM/LMcLiuxYIFC1SH1q9//Ws54ogj5L777pNTTz115MZ71PK8nXnmmfKTn/wkl3bBBRfIcccdJ5dccons27dP9u7dK+PG5ZfSjR8/XvbXkN7OOXnwwQflxBNPNPO0w8UJAINDMhxr1apoq+Kxq/p0P6xPqyt8sm6VtSagZeGc2tN2baKrejB4kg19QCwcOfx+1RUmsfobBUcmGpJERJ5+RtysQ9X2Ch75Vr6Ow943K5S70VD6O6GHS9aKXnDGuLb7pyS3OI/fKajPtGnTKgniWbNmyaxZs1pqI927Y+7cuS2Vj1FLvE2dOlVOOOGEXNrkyZNl5syZWfrpp58uH/vYx2TSpEkyf/58+eEPfyhf//rX5ZprrsnKnHfeeXL44YfL+vXrRUTkiiuukMWLF8sxxxwjQ0NDsmHDBnnwwQfli1/84kj7BwBjiaS5db61FsZ/bwk9q5wltrS8sdAiq73oZFGKYtEqpz29LwszUwWcCJMj6Gms76IV8mx9P9VQwuB7Yj480TxBJd8b50TEE24xu9P8rXwVGw+1ig+BtL6UiVfrd1CLJsiVccLvyBilV8Mm282mTZvkvvvukzPOOEOmT58umzdvljVr1sib3/xm+b3f+722t9fyOW8WGzdulLVr18ry5ctl165dMn/+fFm3bp38yZ/8SZZn27ZtOe/cc889JytXrpQdO3bI9OnT5eSTT5a7775bXv3qV7fbPAAYdILziny0yZvllbPK+Wl10ISTb4f/XhOPlrfPn4hV8R7GPBVa+4KGgx7D8pyl16o8ZAnLxMIvLa9V4ftWY1dKLVKg6kOc2ihr7KzfGav9mE35MNJGW8WIAYDBZcKECXLzzTfLFVdcIXv27JH58+fLihUr5M///M870l6tNW+9TD/HBgNAe4luh22IME3AWBNB65oljFQbjaf4MTEZ5ikTa1q5sK9W/WF6TnSi5GCUCddopVTxHlkPMrSHK1XDKM3fjCoeOPG+v1/4grhVf5pPE2n9O2eEkvtr3cI+hK9DyvJZ1/nZqEc/z2tT22+7rffWvL3lLf05pj5t97wBAIw24Tr2LF0RUmVP3OuIL20yaU0ctYliWLe5tiSoL2abZkNoixViGeZrVoiIg9El241SJAsLtO5ZK9xPrVf5Xljhltb3PEdJvGPBllWr5J57RP7g+J0iN9zQqOLij1q1l+OFkvt2pvWFYaGabdoDpcK14R9dLSSzmZ/fi7HGWAmb7DaINwAYSHLLT5QJl/XEOM2jhRWleUonMmKLwrBs1bDNWD+0vNbT8KrewUphl8FaGsQcjAbpuq4U64GG/zp8OBJ+bzThVhbKGD4YyeqIPetQPGCnnSYiycxh0eay62moZSvfs+IDnKbY8h8m+f0I+1V2rfGjK4Xr2ViwERJAW0C8AcDAoq0ryV1Xntanr33KJnBhuViIpTZZ8u3x69M8aOEEMbRBq8/qe1VieXN9H+Btu6G3CAWR9tAiFs5XRaj49ZQ9tPHzaddSm2NhnM3EJOtf7przKvI7X0bgffPTxRUfaFn9s34DfYGqNi817QWAKIg3ABhsvKfBZR6m8Im5JbpSqq6HCa+XTYb89sJrmmfAqqss3Kmq7X45rYxaZ7jWJvUaZG9gIOnSZ5x61quGR8fyWN817UGJ/7ughRun9cVs0QRcDpcPMawS7lmZ4HPJfS8DrIdHmmjN6gtsLAhTGFMQNtkZEG8AMPBYT9PD62WhVWFZ66l9KJos4ReblFmhkmG9YZmY5yDmnYsJuOgT90BMavlEUq9DmICIG1i6JeIq3O8x75r2nQm/x6FnKvwuWw90wvdWec2WmP3NAobg1MY89jl458GFdoa2aLb6780HUXzVAdoG4g0ABh9vMX3hUs2nwqFI0TxbVSY/MVGmXQ9fx55++xMpS5jG7LJEoBWqGRN92sS3Ma9PimvmRBB0fU7B29pBrPtX8/6EaN718JpfNgyHtOov86ZbWL8rWv3hb0uYJ7fWt8KHEDreLEGrRSVYD3Aahdp0A4QG8hsBYxzEGwCMCcrEU5XymjDThJD1VDp2zRJlWptavWE/QgEXm2BaE7WYkIuJzFh/ykLKCK3sb/IiffgeaPNH2ZzLFx8MhLaIiMjPfy7u2Jfn06RcTPl1x8pYYrHsexR+x9M0q5wvnjR7CgKzxsCHnsSYt9H6nhfsa4N3PX3Q00qfYPRxrrdCFQfjcDTEGwCMEbL/5yu/3trT67In7H4+f9ISipSykKzwtVWvNqGzvIZ+Wc0WazLml7X6HvM6av3VbI15AbM6XWuTUOgN8vd08Pm1SaDHxFCu/mOPLXwnrPtU88L51622/TxhW5Z9VR7GxH4jTGHoj6sy1mFS7AGLZqfq7QteW79NADByEG8AMKYpEy5aeFU4+bIma379mngp8/hVFZBh/irePK0urb3YJMzqW0xYxuwxJ6douJ4mPJKj8sS9HZ4Z435zYm9NH/NuV2krFIFl3ytLZGnirMpDH8s2EX04nTRDlKv8foTtlHn7og+9Wv2MXXovAUAI4g0AxhaR9W/a03fryXcsXClWd84U5Ym3JWys+ksnc0p5632Zp6CMMk+fVm/VyWSjoDe5ZVbXsxTudRfetyP7DK0zHLX2CxvliC4+Yg8QCu0bZTQveViH1VYVb5z2vSnYl4qlwpgrv1nG17rKQx3N5jLxa+KK/Qttie2KCb0Lu012BsQbAIw9jMNko0WMCUpsAlP3ab7/PhbCpYZKGXZaE9WYgKoiKjXCurRJa0x4VhXITpL8kXL+OKDqukqVrfot7/VI18RZ92LZ/R3aaXnDtGsxMVVXePn1WyLRr9v3+lkiM/M4SlwMVXkwE/OQW+JR/V0yXOehUy72OTQPvhu5txag30G8AcCYp8wjFV6zwqRikzc/X1l9YR3pNcuTZYkiK92adMY8Z1ZoVBUvoNa32KQ6Nm6lY0qMZdfwvV/WZL7sQYRfj0jTaZR5Wnw3W67eZj3afe4LndDG9H1oT9UHNOG18CFH7GFIld8OS0DGHoBoArKsPzF7NDusMSkTrlna8Me5b5/I+HFORJL899UVbQ9f870GEBk32gYAAIwGSZIXRCJFkeLjstzlm4XERFisjDZxCp+4hxNTa7IYm3BaNlUZD2uSp7Vb8JZFJoPhxNqa7FtehNDW7ABnQq06Sky4pWll95l/n2chdG64PpcXGpa4iD3MsNoN64l9v636NKr8pmj3u/XQxL9Wx+OlfWe0cbf6F6aH37eYPZbQFedk/N13qf2WJCn0OREnsmuXZxDf534iDZvspX+DAOINAMYuSX5iVCZetOvR6r2JUXFaUi3EUJuAWe2U2ZSbJHuEE0RrghfaFJuUhmJNG7uYyNTGTp3YRfqVvWfC136UNVUp4eehiQf/XtPuqfAzzzUdfP5a3Vab1kMHjdBW/69lWzgmfj+0713sYUZM5Gpjq/1eWTaG/bS+h2G+sO7QZk3gNQokzX9nnJG9TpMK2Z55upHwzDONGXfi1cf3GcY4hE0CwJhGXQifpJO65jXraX5sIhdOwKpMorQn2NZEzhJcVb0EWplw8hdeC20sm+xpk0lr4hez0SqnXdeFIrSL8OytUIhl+YzPNPZwouw+9dsL29BeW0JPK2/da7F7PLwelrH6Z7UR9sHqdxWs3wZNTFb5HEL70nyhzdr9UPf752Yd2qhz1qxGHWmTjz4qT0w5RubOrVkhwACBeAMASNHWU6RpzpkTL0tQpISTmdhExyqrtVHnSb5G6OUI00P8iZ01UY7ZExOGYX5rchuOXdm4ZfmdyOOPi8w7wsneFxM5wPu/H8to6tE8MzGfrn2WmoCwPss0TbsvwzSrXl+8a162XD8UUWPZr9lk2Wa1Z4mxqkIxZl9oa52HRlYdWpt+/Vrd1mdaV741Hqo168zanDJF5soTIoJ66wd6LVSxl2wZCYRNAgCEsTsV8liTLW3y4qfHPGb+tdiEK5xQlT01LxU2RpvWhFnznFjjodkXpvn/tPatMdAm6JbnJhEnL31p4/2BBwyP0483N8o5IrFK2blT7r9fmoPliveY9pmkWPeX9plZn2Faxi9v1WV9v7T7TLPRejjjp5V9TzU0e6wxCIVi2Kb2sEN7EBOma9/f8HPTxkmrI/Z7V1U8xiiM8Zw5gtsNxjqINwCAOiT6JMmarGivY3nDCVsoyGITqlg7Wplw0mj1x6/TLxObCFt5wkm+NTGOte//1doM36d5x49zItdc07x2yin5z9IXJc413z79dPa+m0ov195oqcu07UMOkVe/WkRefLGSOIvdw9bn7hMTcGG9/v1i1a09qLAEmHW/at9Z7X4O29SEoJ8WE7zaWGjCTmtf63dYt1a/hjVWlohrRdhqbRbe4yYHIGwSAKA2yvbl2oQtTddESJqn7Om+X1eV+sJ6rTYt0adNUv3JYVlfY+LKKmf1I1Z3mKfsqX/W9sUXq7akdTppnJOVa2PWrGJeb8OOjswnXTCCozxpzcbjb/9WEhFx552vio7cOBr3mjbmabo/7tbkP3YfhW2k+WP3tma7lRa+ttr129TKlvUzzBcTpGF92vsqAi383MJy1u+F1odcHS3eurnD2J96UmT27NYqglGDsMnOgHgDAGgFb2aRn5w0NsfIDiA2JkLWk+nY0+rYxDNNDwVcKLzCa5pdaZr2xF8jVrcmAGOT3yqT6ioT0dAe7bVft5Zfs0f1oDivjrKZaigMw/xOsWu0hJv2gOK880XEflBQVdD5aGMb3rdl7VQRclU8QWUPEaw++uma7Vr7VluWcArHouy7aolizZYyYan1JybI8+mt37/Jrp2NFwccILJzp8jMmS3XBTAoIN4AAFolMqluXkoknE+GExw/vVEiIhSUstbE2MrvX9Pea5NNTSim6aG3IdZPbZIYE7F+/VXEalhe63dYf5m9ZfXk6nCmHittK6y/LE+ncM7un2+b/z7Na3l8LAFX1UNUJgi1umJiI/xu+f3SbC4jJjir2Gl9F7V7PDYWWrvWWFuUiVOr75YoHxEzZ+afISjfL4CxBuINAKDDxJ78V5kYhnljoqpsghxOBtM062m/37bmCdAmyOGEMbSrijjU+mvl0YRbFc9HrD9WvzX7CumBWEu0th/9F9l5yDEiEjgTkqQnNk+JeX/C+8kcB0WklImhKgIgvC+0+0rzRsXaj4k+yw7NnrDdmJcqtKnqd8+yW7NHy1OlvrJ6w+9U4fv3wBaRhQvVNuqSO85l1y68b30EYZOdAfEGANBp0nPjXHHCqz2V1wSWTx1R4rehUfYUv861GJqgsjwiYXpsomkJT61eLU+V/mr9i12z6s5N7o8+WmamtjjJ1ZOzsdtuBtcIc9OEmm+bJrytibyfL3afVBXnYRnt/q8iwKy+WN6yqnmssQlfa+I2LFfm0dKEWNk9W+Uz1PpqPezxbdi3v5E+buGitt66mV2HzGx43wQXHIxd2G0SAKBbDB83kCRN8RKb8IXpmvDRJqna5MqnTpv+dU18aWJIK6dds7w2YbrLtWaHRmp5/HxVJrVaf2IT5LCPYR1VxUtPCLdIm5YQ1kSeJsK08QnLa5952J5fzvr++MSEpJ/m22B91toDh/A+KBOZMcEWjknYvl8mrCv8vltCLaw3vF+tz057ABEKzH37Exk/zsn4Bza3/dYtnOby3HPtbQCgj8DzBgAwGgTeuCzZm2xZEzM/b0zEWWXLhIhfNrTHmqxrea1++XksARc+8S8bjzJhVtZfy7uhCYhQEFjjoOWN2eSPq5Ok4WEYJeeC9flo94AmYML7yLr3/DJhWsyO8Jr/PqzXekBQ1n8r3brfq1yL9V377mpltLxaX2MCMJbH+g3x29F+F8aPE5Ef/1jklFPUttpFIk7kxRcbR3gcemhH24KRQdhkZ8DzBgAwmniPlEOhEHo4csUUIWNN0MJ8YT2hl0PzeoSv/bxavdZEUhM22pN8rY/pa62vMa9GbKJueT7C95pHxKornLBr9VmiomDT8DlrLa+Dq1NwuK2wr1Xuq/R1KLZiwsnPEz6I0O7B8Hr6WhOK4WcV3l8xQa+hXa8ilKxyocjXxiOsV6sjdh+F9632r2rfQ8HuX8vqeuYZkQULOvrEIUka/3GzDm0IuE2bOtYWQK+CeAMA6AWGwynDiY81SbMmeZa4CcuJ6OFg4ftwEh/Wr03Uw4m431b4OuyjNRG3JrqhzWWTem2yW2WCHObTBG/YP0soh2NURtaXmiLOO29cqhz0HY6RdU9Y9lcRfaFoKbtXtLLavRTWFas/bCusI7zftftFqzMm1Kz+aPd4rI7Y9yiso4qo8/PFbPXLmd+l/fu75glLEhE57DARqfd8AmAQIGwSAKDHyPSb0ye14eTSv5YSTr7Da+n1cDKtTd6sSaxmi1+vVqfWhm9HFXGjTZjLJtGx/mn2Vykfjl9ooyUywr5q7VjtJuIa58rFnBvZbDb/ebz4osiBB9rFlLPn1T5r1y1RYY1RmcgL69IEU53PKbTFGv/Y51lmj/XdCfNo39WYOLPuF+0BRVmb2oOGKqLZv14Y36eebAipYTHVNcaPF1mypBF6/sQOkTlzOur1g/oQNtkZ8LwBAPQqSVHIaBOpXJFggqX986/7dYZ/Q0ETm2SHeTQvhm9j2KewP9aEuEzwhEIzbEvLo/UlLG/Vp4lHzZMRm3jHPCammI144Qr9euABSR7YIgceUO6i0Oa+4WelCQDtWuzBgmWzNe5a2XCcYyJTE+bhd0B7rY1BWDbMo31XtO+bhvV9rSKw/DFTv9NJvo4ysRb2S7Nl/35pirbRFE5z5jTs2rmzkpcZoJ/B8wYA0Mv4EyJXFHHZJWVCaOWtkl97Oq/VF05itYmfn655Hsps1Cb0lkiL9Ts2+dbsCuu37LTqiL3WRLQ1/uF45F4rk9SwpFu4yLxWbMQVcmniPSZ+tbIxYZWmxe4Rbcy0NO1BQFg+rDeWxxLVWj+0vvrp4ecbexji1299v6zy1v0lTzwhyb/9m8iRR6r3Xawvmph2ksj4B7c03ixaVKija6S/kU5EDjlk+GVS4e4E6E8QbwAA/UKSNHZYE5Fk1ix9gpZm9Sa4sesp1iTbn2hqfy0hZXbBmAyHAlEjNokNbQvb0/pqiZGYcNDqLfNglIkCq0+hXVb7Vj/VMi4egqiNcZX+x0RF2J4lbqr2w7JDszUmlMN2Yw8lwu9RlQcZ/vWwnHaPxfoR5i0Tz+r3c85cSX68uXHQ9SmnFPLE6lfvwZ/+RFybz3MbCY2w3+Hx27WzkciB3qMKYZOdAfEGANBPDG8IkDpckl07s6fNPuGkMcXyBoXipWySal3z32sTfE0ghRNoSwzEvAVhX0JxVoU6IlQTg2G6VnerbVhiO1ZHaFMVQVTmkQntiwk3Tahrn3GV+6lMUFe5T7W+1mlDa6eKWNSEqzZ2Ve22HhhYn1su/ymnyN4XEzlQsTNsP2aDiIg74cSeEW4h7pCZjd/GnTsRcDBwIN4AAPqQbNI0LNyqPKlPCSd/lviwvFj+dT89NumOiTHNa2ZN/Ms8HrEJsTZhLpucW/2whFHM+2KNpfZZVBlLTZTFhIrlVdNsteq12tTuKf96FQHl99MSKFo+rb7Yd0G7XvV+02yr8mCiqiAO+1ZXAPvlQ/tSwrWPMdtin3Pjb4fUm3PSijLM9eGQQ4btBRgsEG8AAP1Mekacs0VAlYlqTLSFedM6YhPhmKAIJ4C+gNPqq1JnWT2pvbGxiKVbYsoSGjGvi5+mTcAt4VF18h4rW6XOWB2xfLHrlhApuzdjYti3u6yfWnntM/JtsB4maISfiXU/WP2KifWwnvBv2T0Qtuffu1rbYV1aeZGWtJWNC7/fXnRBzXYKn5troRJoC4RNdgbEGwDAANCYmyTZjMfyQFnegTqerNjk1hdQljeiYLsxUbQmr5ogDftoeT9aFTkxMatN3AsTXaVPWv4q7frpMRGgCYg0j2WP1rfQXq0tPy0mOsqEXUzIlgm5qmj3UJngirUfE1QhVe4LS+SViXutTFin9pCjimD2aeZvjyBq/GTp4z9sVDXx9WTjyILCmCLcYMBAvAEADBLDh3UVJn7eo2xN/GgTuPS1lkd7X1bOEnJ+ujaJjdUR85ak6ZoQ1SbmVr1lXjOrHm2MrclxzGOl2R7ru9aGn66JsLD9MiEXoglWrV9VP0et7tg4W/eKNm5hHktwxu4BzXtltRVer/Jd08ZAGyfre1x2r1vC27KjkNaqIPJ3Rx3+rfJrMh+wWGGU3m+dHHZYs8/PPdu4PmNGa3YC9DCINwCAQSNJsmlbEqSLiKRzo7In7FU8VWk9WhltYq3VX0UohunaJFnzaoTt+emh0NEETmwMwom3Zb9lh5YvvGaNoTamsYl7aKvVriYmYkIhVpdfpuweSF/HHipoaWWiKRyDsA7tO6Ddw7G2y+rz02P1aXmsz63soUWVMYgJR0uUNtNaQImDtB5maDb6oZXNsTLG4OCDW7EQ2oxzvRWqOCjH/yHeAADGGJmGc8VJdmwyWWVi6qeF9cUmaGFdaXqZAIulWxNcP92adFepz68zHCOtrrCdqqI1HN+YF0Ub95jnyO+DT5nQiInHsvxln10VD5Rmq9ZWlQcQsQcAlmjWxtTKbwk+rd4ym62xiT0gCN9r32NLAKuvW/S6Zf3yvGixeyy03f+++nnN8SJcEgYUxBsAwBglm9u44YlQkohzcU9GlQl22QSzrO6YWPGv++9jE/SYN0ebGFrCxpr0hnZpYjc2blUEbpi/bDIe1qXZVqX9KpP6tFwoHK1Jt1UuLBPaYfVPs7FsjKzPpc5nERPalp1avb74j7Vddn/GPoOwjjJBq9k/Uhqh257nzum2aGIuFcpl91EVsQ7Q7yDeAADGOok9yfcJJ+PWJMuajFX1OFkTsFhazPvi90ub5MfasewqE4CxflS5HhPQWjnLnjLPTyxvWLcmSH3PY2hjWT+tPJYYtYRnlTTLkxgbnyriu4oHUisfe0BR5bO3hKhWp/V9DusMvyNqf0bozcpscpK1UvZwJSbutXFo5oHRht0mOwPiDQAAVFSBljRWmcjwf8M1BJaAKkvXhGGZRykm3ML3sUmvZqPVplZ/mM8SM5aHxRJBMTEalrMEpCUEwgm/JSTCOqwyMdusOrU2rP6H9frXw3EoE0ThGMREjUX4eVn3ld9u2ecQEhPEWj0xIVm3r4XPo40hiGXiVhsTS2jH6mn5rAGAHmfcaBsAAAA9RJIM67Mk75FL04rZRZJEnbwm2VSsmiiyJubWNWvC6l+LeTBy/TBEiC9StIl4TOiE5dO0JHdFzx+iiZ0wXROGMdv915oADIV02L5Vp9/Psr5UeR3rs9+WNgb+/Re+1vpqCdNwLP18YXvW+GjCWhNX/tiVCUj/r3WPWJRd7wTZLpCif3+1z9gS3YXPLvgtio0dQD+D5w0AAEyqPrROz5nzPXGWZ2Y4pznhT1+n+ayJnCW4rOtVPBMWWl9ik2ZNlGpCNjZG1nVLUGmCSRN0MUGmTaY1kVZFyKb5/L++DdbYa3mtev18vr1pWjgmYX+sOvy2LbFbdg9baPd5+NqyK3wd2hwTPbG+aLbn2xsZmRPM2wUy9r3WbNNsNB8opY3idRtVCJvsDIg3AABoG9pOlhrWpNUSB5rw8a9Vsk0RNmGbfp2WENQml2E//HxhP2JeqZiQ8d9bIq1MlFnCKDYuWr4wzZpwx8ZYa88aF60OKy2sv0ywpO/rPAywPuu6wi32eWh1ag8CQg+WJvI0cRfrX9G+9oggrc9a21Xu01IQbjCgIN4AAKDtNOdNTW+cJYDC9+FEUxM8sYm0jzb5TdOtiWRYTvOuaO/LJt6WrbFJf8zGMhtSNO9ZmTdLE5xWm375KuLY8jpZwjS8XsXbZAmkNM0XQKH4CesMhXEVMauNQVi+yr0Xay8cg/Ba+FqzzRLaOfsiIqiw5jVR0pS7J3Y/xQQ8ACDeAACgw1jnysUmnKFQCwWcNrmzBKCVNywX5i2bQJYJszLvTkxIxoSA315VG8LrZWKsrqdD8wbFPEChbTHPlSUgY2LUssfqn/XZawJR8xL592Rs7GJthH3VhFuZ6A5t0l6ndcWEXZbf+vizbf6Dz8c1a7GEptbnmPg1vwN41noewiY7A+INAAC6QmGu5coFkJYW87RoXhKNqmIt5pnRPCixumJ5NJEQtqPVa4mPcBy0OjU0IWKJBt8GTYD4/QmFlvbXskVrw8ISPmXizKor1nbZvWWV1+5PzV6tTqtd7T7U7l3rPtZo1Bf3aluvY0LNslsbN+u+aSQ6BByMSRBvAAAwOgQxVtZENuZB8NEmf7nmlAm85ZUomBq5Ftpv5bdEaJk4jJWNtW29tgRTTECG7VRtX/vsrL9l3q1YnTEvXtnYalh54kKnmUcTjpaAtO7bNK2qgC37XK3ymn2lQjlJsocvsT6l+dIyiYj4W/g7p3vg/b7H7zWAsQfiDQAARo+kOBHTwivD1+n7XFXBtSqeGp+yya3VTpjPEkxaXWXtWCKkTETGJr9VvSIxG2PeNd+GsO6YB0sTH9pnr41hFc+UZUc4XqEtZfXGBG2VeyeswxJs4bhb90PsetV+ZeUizq3CfVTIOPw+TE/0z06zNza+ON16H8ImOwPiDQAAepIyL1kVIWQJP1+E+GlV7YqJkPB12GaVemP5rAltOEZ1xq9MtFpjVza+Mcq8hXXEZEyghvZZYkGzIeYNDO+fmPjX+qONnXUP+TZr9WifeczjFrMprMs863rYc54eE9IKZbvTxscX9QZjE8QbAAD0FEkiIjt3ijtkZjMtmEyXeV78MLRC/WJ7Q8L3oQdAaz/MH/P6lYmkWL1lAqWqV9KvTxNcVTx9VcRSVZusCXrMG1PFGxYTUlVtDinzDoZ1lPXZ+twtURXzOpa1rdms3XvmwwHnhUJmFbVHQPkR1FUfjCDdYKyCeAMAgN5j5kxJwj3HPWITvHDyaU2UyybClkiwJsWW6Ctr0+qPZVNZ+1bemMdQ8zTFKBM6Wr9jotnyMlneoypjbtls2afVo31Wln1avX49mnDTrpUJz7J7P2zf6rtvQ2iXVc5JIqF+azcxQZ7vJ/Kt1yFssjMg3gAAoOfRJnQi1Z/Sa+XKvFmWGKjihasilKoKkDJBFRMZ4WtLBIWvw76UtVNVRMW8iWWeRq1+y+tU9vm2+tlbdZWVs7xZYX9jHrvYvWN50ML3vgAKbdZstdLMUMoRkCSNimMPXnLpHRaRAL0K4g0AAHoTZTOTcHdKy8MR89r4+cPrWl6/Tn+SrU2KwwlnzFuilQvtiHkGrWth3/y2/LxWPv99WH9ZGV+AVBljrT9aPk38WII0bDsm8qz+VRWOVcbDvxbWE6Zptmp1WZ9nFWLeQSuP+aCh3SrO25HS+l5Y3w2AsQLiDQAA+oYyz1QV7004SQ3LxyaxVt2WANHaLhNIlk0xb5zllSkbJ62vfptlfQjr0Lxilr1amSq0mj8l1jerX7G8lsjU2tREf8zWKjaWCebw3tTKhDZo91y0/x04cy32QKOWcPMFZmhnJ1yIkEHYZGcYN9oGAAAAVCVJmvOs0AMmUvTG+YSTfs27UDaZDifOsbZCr0Va3rIj9C5Ywkprx/L+aLZY4jXWHz+f9je8HvZd61PYNz9PKC6qCI6y+6Cqp87Pm9z0DbP/4djnyimiyRcjmnDzx7HsHtbsCP+F9oT9CD+bmNjXxrZgo3M5z/hI0e5Z68FEtQpd/i9An4LnDQAA+o9CSGXjqXpVj5cmotLX4WTbEkcxj1PYbthWzHvl26LlDfNYIq/MK2PVEwoMy2tmCaCq9mq2aOW08S/D8tBYY5G18eKLIj/4QaPU4sUi73//8Fqsoj2xPoZ2h3ZZDx40Aazdn9o4lz1oKHtdVi60URPMwy9G7sgyDgHX7GgJF9xPOOCgj0C8AQDAYKDNvAJBV2Uyr4k8TZzFBIJWNmzfsiU3Md2xQ2TOXFMc5rqqiBxrch4TcZatYTnNo2SNkeXR0d7H+lbWP80OS2xo9spzz8ljx75RXvaywIAkaUTciSu0rdWj5Sl7CGCNiyVUrOtaehXxG46N9l77rLU8EmmnKrH7oq5wqyz2du4UmTmzPB9UgrDJzoB4AwCAwSUJxUnzVRKkhOFUlhcp9J74VBFDYZoluhJx4ubMLdRfNmkvsz/m6bLC0so8fJaNft6qQjEsowloTSBa/bPEtWa3zDpUXnaoqFiCRhszS2RaYjLWn3CcrM85zKuVqyLirD5o9dleMZ26S+OstrO/VTxmw168mM1Z3YfMxAsHPQ9r3gAAAEQkW1CXLapLGi/DdDGe/CfFcMBsgv7cc818u3Y1/g3nzaodbi9JvAl0UvyXvkjL+e2EYjC9Hr7WhKdGzIOXpvtiKjZB1sRNWHcVr1xMYIZpoWjx/1rlTZLqAigUZrFrZWIpdx8p46ClWdcskReOhyYsYzYX6ggehPjL4dLXpUvkkvx9G9qufYZmVV6/it8WQ/A6kSefLK0aoOvgeQMAAAixHruXPI5vXFY8DzNmNNO0sKyw3qqP/ZNmW2FYX8OS4ro9kXLvlCZ6Yl4fyzuklQnTq9SpCaCqdlnerbCeZuUR91AaPvncs5IcfHCuDr+9qvaE5bQ+xvqvYXkhw3pCUeanWwK1qu3DF73POGKPE3O807Pf0rLaGMc8fbmKUvEYuR9yRfbvE5HxIs8+20g4+GDccTUhbLIzIN4AAAAGgEw4hpsxDKNNtH0Pnz9J1vKZZQ0RpqVpdcc8VKYwCLBESkw8mlQR6DNmZGLZEq7ROgxR6b+PjYclrvy6ygR6mt6KnaG41+oL82r1ZfkqhFNqYjOrOyIAs/LD97gligt2jhsvhx0m4mRGM28HjkQAqAviDQAAYFBwujfB9HT5E9E07NOLZbMEmyUQqqT59caEleX1s4SfL25i4qzQZiMW1cxv1jMslrUxLxNjlmfRt90Sun59sfEN29GEWMyjpwm+Ot5bzS6tL1mdlgDzNovRPKZVBXNaV3p/73khkQkvKd7rmncysxfdBj0A4g0AAGBQyIVR2iIqOtltLqYzRZMmCMJrKaEIiXmLwvIxD53lubLSCqF2bZyIx0RN2L4lWK1rVohiVa+bZleh7SStI19j6pCtMsbWPaWJITtkUycsp45hVafYcKYJzz0p8n//r8gHPlDpgUCtNkBEGuPVS6GKg3LEHxuWAAAADCDaJidpergBi1VeRBd82WRX2VQi9B7l6lS8TRppHVpYXsyzpoX1qSKhnRNwZTMbq2+hSAj7GRNfWsihP+Jh+1p6aq6/GU/VcMWw/ph49tsLxz/0HGq2WnaE9Rb6VYevflX2vO8C2fNC0dtmCWGEG/QCeN4AAADGCHUnn838ifffIC1pemdE7BBNTXyE12IT+JhXyvJOqeU6NQPP1K69NqwsvFETyLlxy9yqdkhqVDC30vXhUEPT4xURnJoNYbncGBiuLSeJJM88LXLddY2Ej3+8mZ7W7a/Z9KpIvS2FateulQmuKG610MlmXYROwuiDeAMAAIARka7/8kWciD4R9j0xlscpFuYZenQsj1RBbHRr1j28s6Hf17JQ0PR1qah97FcihxwiMm2a3rTiEWtHiKgVPlunfGqTb5smurXak0TEzTpU5ONrm2mKPVmaaz5UyNKdV1lgl1827K+WF6rBbpOdgbBJAAAAaAvauXiWMEvTQq9TKHo0gZcKkuZarWKIXtZOhRDRdtPQb/aB3Dn7RAr91EL3nCTiFrxMbv7udJGbbsrV5+cv1NuGruf2tQk8hGFfQpvCvqlhrKKHXsZsKK3DlYdjhucq+raHPcjaGJB1U9C/IN4AAACgI/hr7jJh56WHukpbh+VPnkPR5lemrvEb5Ri3mAcnFGlhP0XyQil9/e53OZE771TrS0nEta//riFYNC9haF/6VxNiYf5cE4FQt2yIlbPCRwsiTKtoeKxCYWmFsiLgYDQhbBIAAAC6h7EdvJ5U4QDmHiX0IIZ/tbw+2vvMg/X1b+TK5upol2B1xTBGzRtqrQ8r2Bz5JGPeMT+PFeYYXrfCbLN0Y21deBacX6aKdxDyEDbZGfC8AQAAALSbRN9F0hIqWphhSChOCp6i9jjacp42TcBooY+WraHdMU+k2oFgU5FQRJXZonk0/X7K00/nCyS6uI6YBdBV8LwBAAAAdIiyjS80b1wmdjxPUEz0ZflHehCZcyKK98p/H3oRw/ZCUWOFUGr2qwzvPBKKyLA+y8unib3ctVmHNjaYCUJxk+HOWJ7S4cpGPTQXxh6INwAAAIBO4AmPwiUtnC9dExjUoaRKUz8EwqRF/dbYKTRvW7654iHhhXZc42osvNG3uSjGykMr1VDNYIyGNW+hLVMkS1O05htNxDdfFeKuaQPkIWyyMyDeAAAAADqIJhjyQq3mxN9FfFUtiogqHsLsb7oPf+h5ShL1uAi/vLbxSblxeRGsrW3Tivhnv5mbwXz84yKnnNK49o536pGbSh8sLyBAp0G8AQAAAHSQgmAYcWhjvu7QczcStBDEUHglJW1VElfe+rkqZocetNA2vRFbTGbl/8f/aGZ//reN9ClTm8dQJFKoQ7UN5xt0CcQbAAAAQIdQd5EcwURfCxvM0kay5k3xbhV2lqxQte/x8u3TQinr7OAYrTfS7aLw1HelFGmItuy1V2ejbcnqMcVg+zT0QEDYZGdgt0kAAACADtLu0DorfNA8x6wqSXxTkCp1+2vNfNHm76QZirnKJgeHv+fEpVVHeg6g13bZjpXq55XkQy+tsNLUFnajhE6BeAMAAADoEJp3qaoQCsk8OxGB5aQRKtiyekjyosb/W7W4Fc6oeiGl3niEY5C+LvV2Bf3KhW16IrDVtWyh+GMtHHQKwiYBAAAAukAdEaQRHiKdpYuxk+IIwzP9v+nrOtXFdngM8wxfLLU3FF25dXilBiWN4xREF5iFkMr0qIDI+rfYsQRjHcImOwOeNwAAAIAOEXp20rSRrE1LowcLW+ZL0evTigMurdv/V6t8uJbME1tavtzfigaP1LOVCa0PfShnp1a378n0xaPlSZSvf13kwQdl716RvXtHZCZAAcQbAAAAQIdIEskJtUwMtWNRVJLfRETz+mRt1W0vPHy7jkcpSUT+6Z8agm3D5yTZ8LlcHdrat0xMdXq3j+G1az+8O5Hkxb0iX/5y81KJUG2cjqBvvJJb03fe+eJedbIccIDIgQd2riswNiFsEgAAAKALxHY6bEv9w7si6tv719+NUt/Eo1p5d9IrGy8+/OFCiKM1Bg0bJW7j8IHczoUezXrr8k4/XUTcAc1YyLL+hCLTt1l0YZr1J210jEHYZGdAvAEAAAB0mnTy7uuEkWztr9U9/DoJ2smJpBpttiM0Ufs7YrRDylsZy9xZAF496UtPdGrHM/jpVkioiDQOAhcRufLKevYBKCDeAAAAALpEt3chHFF76bb8zvM4VdRI/tlorbRZmif0lrXLs5WJ7OIOlLlsyro+K6+84Q0iL7zQHvtgzIN4AwAAABg0PBGipteuqt5Ok2nBcHdGH+3MtapthKGhbQ9KDMfJuUKbIhW9ijfdJPK1r7Xbwp6HsMnOMKINS9avXy9JkshHPvKRLO3555+XVatWyRFHHCGTJk2SV7ziFfJXf/VXpXV961vfkuOPP14mTJggxx9/vNx6660jMQ0AAACg98i2iuzC5hzaWq5unh7t4huAtLzbZEm9nULb3bOUDRtEzj5b5Fvf6pBV0AusW7dOli5dKgcddJAcfPDBap5t27bJOeecI5MnT5ZZs2bJhz/8YXmhBY9sy+Jt8+bNcu2118pJJ52US1+zZo1897vflZtuukn+3//7f7JmzRr50z/9U7ntttvMujZt2iTvfve75dxzz5WHHnpIzj33XHnXu94l999/f6vmAQAAAIxtNHHYLsGY7mBZY7MP67X/t+qullm+YMfNTmHt5JnukGkdaO4+vFr2/dHbRWbN6ryRMGq88MIL8s53vlP+63/9r+r1ffv2yVlnnSW/+93v5J577pGNGzfKt771LfnoRz9au62WxNvzzz8vy5cvl6985SsyY8aM3LVNmzbJ+eefL6997WtlwYIFsnLlSnnlK18pP/7xj836PvvZz8of/uEfytq1a+W4446TtWvXyplnnimf/exnWzEPAAAAYMzTNSebIeLKdtbUttpPq4uSCrYu7uAYHm3gp0tqSqKfZTf+/e8V2bhR5KKLumVuT5CGTfbSv05xxRVXyJo1a+TEE09Ur995553y8MMPy0033SQnn3yyvP71r5fPfOYz8pWvfEWGhoZqtdWSeLvooovkrLPOkte//vWFa6eddprcfvvt8utf/1qcc3LXXXfJz3/+c3njG99o1rdp0yZ5wxvekEt74xvfKPfee28r5gEAAACMeQqiqZ1iJ1aXc4W1btZB3ZEqeg7rHLicdtXG5YUXRMZxtPJYZtOmTXLCCSfIS1/60iztjW98o+zZs0e2bNlSq67aG5Zs3LhRHnjgAdm8ebN6fcOGDbJixQo54ogj5IADDpBx48bJddddJ6eddppZ544dO2T27Nm5tNmzZ8uOHTvMMnv27JE9e/Zk7+uqVgAAAIAxQ7u9VIG6SneiHG6s2Hyw0UeYZp35lvPejeZZacbmK/lz9ES9Jrd8q3H9058W+dSnRD7xiW5YDAahZpgwYYJMmDCho21qWmfGjBnykpe8JKp3NGo9Bti+fbusXr1abrrpJpk4caKaZ8OGDXLffffJ7bffLlu2bJHPfOYzcuGFF8r3vve9aN1J8IV0zhXSfNavXy/Tp0/P/s2bN69OVwAAAAAGl067roINV/zQR8tDFebz08Lr4fuGOKy4oUkncEXxKZK3z/8X5hERkQcfFJk4UeT66xv/BhznRj9M0v+X3jrz5s3LaYj169er9l9++eWSJEn0X2xZWIima8r0jkYtz9uWLVvkqaeekkWLFmVp+/btk7vvvlu+8IUvyO7du+W//bf/JrfeequcddZZIiJy0kknyYMPPihXX321GmYpIjJnzpyC6nzqqacKCtVn7dq1cvHFF2fvh4aGEHAAAAAA4nmEOums6qKQ0g7L7ipJIkmkv1qIaIFbbpF//49G+m9+I3KUX99oehXHGNu3b5dp06Zl7y2v26pVq+Q973lPtK4FCxZUanPOnDmFjRifffZZ2bt3b1TvaNQSb2eeeab85Cc/yaVdcMEFctxxx8kll1wi+/btk71798q4IK53/Pjxsj+ySnDJkiXy93//97JmzZos7c4775SlS5eaZbrh4gQAAADoR7qiBYLDsss2KAnRQiirlBk1meOFTlpC0h+DcGfNRJxMeu2pIiJy1H33BQVd1gZ0lmnTpuXEm8WsWbNkVpt2CV2yZImsW7dOnnjiCZk7d66INLTOhAkTck6xKtQSb1OnTpUTTjghlzZ58mSZOXNmln766afLxz72MZk0aZLMnz9ffvjDH8rXv/51ueaaa7Iy5513nhx++OGZm3L16tXymte8Rq688kp5y1veIrfddpt873vfk3vuuadWZwAAAABg9KjjGavrRQsFkYa/Ls1J+48RSBIRiRw8rh3inbPZE22hABxVYdoBxtIh3du2bZNdu3bJtm3bZN++ffLggw+KiMjRRx8tU6ZMkTe84Q1y/PHHy7nnnitXXXWV7Nq1S/7sz/5MVqxYUUlI+tTesKSMjRs3ytq1a2X58uWya9cumT9/vqxbt07+5E/+JMuzbdu2nHdu6dKlsnHjRrn00kvlE5/4hBx11FFy8803y6mnntpu8wAAAACgXQQbeVTxSI2wOR2XHjvg5U03ERkFb1aVA72riFHoD/7iL/5Cbrzxxuz9ySefLCIid911l7z2ta+V8ePHyx133CEXXnihLFu2TCZNmiTve9/75Oqrr67dVuJcL27GWp+hoSGZPn267N69u7aCBQAAAIA2UXFqqXueiiIwe22JsJL2OrL+r8bh5GWCVfMQ9vO8NrX9Yx/bLRMm9I7te/YMyVVX9eeY+rTd8wYAAAAAY5hhb5xIXLioxwNIUdRlr10xJNHH8vrldqvsgBcuXLsX21hFE6WDusxtLIVNdhPEGwAAAAC0lZGER1pnqZXV2+q1kWKJUE2MVvYmAhgg3gAAAACgp9AET0rZ+jqrvkbZzhB6A1VvnNd4Z62BQQbxBgAAAABtJRVWrW5UYm16EtsIJCbmmqGXacIIhJOy3q2wdi9p5HPSOMx8LMo0wiY7w7jyLAAAAAAA1cidPT18ZLV2cHXdnRZjAjBWV3je2khDFc1DuEM7kvYfVQCAeAMAAACAtlHVy9bKYd5V6grFVZVt+yvjnBoambaZjFwbAkQhbBIAAAAA2keSSOKCMMLY2W/DYic9L84Kjyxb42atkSs23PpGIdkOkdYRBw5vWwphk50BzxsAAAAAtI9QuCVNz1ToEctv4lEUX1V3mlTNsDx2rQq34DDyVu0CGAmINwAAAABoH544CsVZQejkFsgpYYjepif+tUpmWGet1dVazmVlYmfMaYdtA7QbwiYBAAAAoD0YYix6aHV2ovfwgjGXF3mtHA2gtdMqV+nLtAAALyxJREFUVdrlzLYihE12BsQbAAAAALSHYfEVwzw+wBdxWtXD/00aldQzKxSAzm6nUDZprGUL6/JxMjaPA4Dug3gDAAAAgPahiSJP1IVetZxnq6r3yt/lRCKCUCELx3RKfq19l/fb5TYoyW1ggnyDzoN4AwAAAIDOEvHG5QRUzZ0gq5zvFh4W7q+n0+zMCcGkuN5OLUfIZAHCJjsDG5YAAAAAQGdJ7IOtU7LrtXcUUeqQ/AYp1uu0TGhbc+v/Zp2VDuYG6DB43gAAAACg4ySJqGvVwpDHkawf044ZqLTZSFBGE2TaDpNsVALdBvEGAAAAAF0hdzC3twauzLtlkemmiLcu9MaFoY++yKuzmyXnu8UhbLIzIN4AAAAAoCvknFRJUtBcmSCqsRuk2ZYhrvTNRppo4q4sD0C3QLwBAAAAQFfJTgUwtt1vXKtBhSMK0rr9tW9qVRVEmebBA+gGiDcAAAAA6Cox0ZOFUdbZeVIRbpa4ioku7dpIRN5YhrDJzsBukwAAAADQHpwr94BVOMS7rjCqssFImlZJOEpx8xJtV0qAboPnDQAAAADaS4knLNxExKeVkMRG1GR5mSreOP9vzM6sYYAugngDAAAAgI5g7exYRishiZbos9a5helVQybzgg4snOutUMURHB/YUyDeAAAAAKA9BBuH+OIn3OUxVyakjTPtqkIwdkacvdEJ8g26C2veAAAAAKBt+GvDqq5FsyurL+La4d1L18alfdHCPQmZhNEAzxsAAAAAtAfXlDex9WUindut0fTwjaAu/72TBN1WAXab7Ax43gAAAADGGk8/LfL977e/3iRpHL49LJxCL1jBi9VBFdROcZhb54Zwg1EE8QYAAAAw1jj4YJHXva79uzgMHxWgCTcRbyfHCrotK1/VxsQIb2wRdadJlBuMMoRNAgAAAIxl6hyGXVKPvbHHMDXaqSuYnGtuH1LH66aFcfrCLbuObqsFYZOdAc8bAAAAwFjCOZEDGs/va3u3jOrS8h0JVaxoW5JIFrJZpe7Y2rvwMG+EG/QKeN4AAAAAxiD+jpDtFCemKKrTSJJktdSl0UyS8wSGNsXOcwvFH8INegnEGwAAAMBYIkmGQwxHcF5Z7iw3RfAEa95GRQAliSSKgEsp240ykTaFk45RCJvsDIg3AAAAgDFG0lBcGZmYqyBW/LVlWX1a6OFo6x4vlFMTaqUhnqPeAYAiiDcAAACAAcM5keTnjzTevPzlegaPSmvVsjLx9WLNa6OHLzC1A8PL+otug14F8QYAAAAwYCTiRI491rweeqLqCC5L+PTKroypxoyJNWuHyeZGJai3kULYZGdAvAEAAAAMEhV3Zyxs4hHRK40qm/ld8Lqdu0yOCOcKHjfLtpjXkOVu0KtwVAAAAADAIBFRHb6uS71MVbbW93dpzHuo7B0cR4Uk721rxaae6AeAAZ43AAAAgAHFSSKhFgkdc1UEXO5YgZKwyVEnFXDDHfV3m9TCJLNinOvWVgib7AyINwAAAIABJeZF8sMKy8RKlZ0Ze03vWB7C8HVYpnEdoDchbBIAAABg0PDUmOUR88MmKy6Ty9XVM542g8wB5+2OGb4ulGkx1BKgW+B5AwAAABhEkqSw86IVNli2WYl/OVdXr8cXDnsE03FI+2sd2J2NSVagx/vXwxA22RnwvAEAAAAMKL720IRbXe+Z75nqdc9binV0gBZG6fetjkcSoFvgeQMAAAAYcMJQwJyXqcS7pJ2R1k8OqcR3vQ1T5XiDvvAswpgD8QYAAAAwwJihkhXXdmm7MjrXPwLOP6Ou8aq836x7GzmETXYGwiYBAAAABg3nmv88QiFXpsAa693yYZKj6nkb7s+ePY3XuS5qMY6uKVTDUMlY2GfzsG5EHPQWiDcAAACAQSJ3EndiipToMQKu8Z+eDJm89dbMlpRsXZtr2u5c3msYW/MW0m/r+mDsQNgkAAAAwIAQ7gzZEGBlBfQt8zVGXbiJiPzRH8mEEuHl74gZ7rQZjoifHuZp7DwpPdLx/oKwyc6AeAMAAAAYBDyhVtj63kIRJQUBaGftOqHACvtY5UBuU5gqZXrC0wjggXgDAAAAGCBim5LkQgcNUdKzm3Uo4lSkNXtDz1xsnAB6CcQbAAAAwACQihBLzBRESr+FAybNTUQqeRVjVRmeuVAUpme99dMw9QrO9Vao4qDsPYN4AwAAABgAKp1blksoVyQjEUidIlzDVvd6DH+NHCGT0Iuw2yQAAADAIDCu4rQuKT8iIMvaSeHmb/UfukX8ow7C4w4qmF52JEB6cECYFpYF6DUQbwAAAACDwC23iHzpS+qlymu4XHe3yC/bst+yJUmkKUL9f1JtgxKr3VTUJeLwuo2QdLfJXvo3CCDeAAAAAAaBgw4SefFFkQ0bCpcqe5MCr1xHRVzMA+idT1fZdudy9jaP5a7Xh0wYAvQgrHkDAAAAGAT+838WOeUUkVmzRlzVSHZyrEPuWALP69dod/hKVSGVJJKaW2etXpUdOAF6BcQbAAAAwADwjW+IiBwq577fFi0NUWNcc8UDqzu9YUmSSEFwFYRjje0eY0ckVDnfre924Oxhei1UsZdsGQmINwAAAIB+J0nk3He9S+Tf/k3k/bfb2cSZ3qkkzOf97ZSg8T1vIxaJkb3gq6yrS4QzAaD3Yc0bAAAAQL/inMjq1SIf/rDIxo0iv/pVtWIlB1O3ul6sLo1Ix+bW/GamqpUFWDtKhn2t1Q7AKILnDQAAAKAfGd6gI/nsZ5tp//RPlYqWbaWf5skEXAedUmnopB+ymaWLVA6bbDjevPVryo6SoUcRj1vnIGyyMyDeAAAAAPqUguAx1qmF1/2yYR25a93QNOE5bqGYqrreLWlWVTUEs1E1wg36B8ImAQAAAPoUX4iVCZb8+rai5y1XvsZB3u2iHSGaSRL3KnYjFBSgk+B5AwAAAOhHkkQSZZOOULykws46Ny13bRR1TT6UsQVKxkJ7D52DsMnOgOcNAAAAoF8pOVDb3y0y9Er5dYyCo82kJYHlnREX8675G5Y4SWIbVAL0JHjeAAAAAPqJdAMPba2YBDtJWoqsV5SaiNqXOme7ZXWIqJ7IrEpvXHxvY92mAEYTxBsAAABAj+OcyAMPiCy674uNhAsvbK2iXlUpwwIufzh4m5uIrfPjcO62Q9hkZyBsEgAAAKCXGfYmLVwosnflRSITJ5ZuuuGkh+IgqzIcvimSHibeQkxjUtygRM2mhGYSQgn9AJ43AAAAgF7F5TcaOfAljefuyR//cT6fJ1r6TLLlaaOCKjsyQTsiwTnjuIV+E8IwsCDeAAAAAHqMpoZJ8mvZ9u+vtqZtLKIIv1CEaR63cCdOf1OTZlglC+PqQthkZ0C8AQAAAPQovhcod6j2oAoJbfOSGM73niU58VVa1DgjzxfLOVGHXoYegDVvAAAAAKONGxYHzhW0y5g6m6xu2OTwGQfaUQdlB5fXOdS8Sn6AboDnDQAAAGC0CQ7cVjfUUNZwQYA3jtah5LnsNcez4YEb/QPN+wHCJjsD4g0AAACgB9DERng2GZRQQQBb1zSsNXLDlaHgoOsQNgkAAAAwijjX3OXQCtWruo6r74mJoXSgWsBa3xYbV3/jkjB9zHwe0HPgeQMAAAAYRaqESA70JiU+oTjzQiCr9N4ftzKvpbqrpJfe2Dul2Gq6KUonDhIfJAib7Ax43gAAAABGC2N7e+31WCL0biWJNMVrxAOX5UuqrQ9MPXG5tsQ1DwtPimGsWfrY/GhglMHzBgAAADAKNEIlg7TUC5SkW9+L9Pmx2y1R6YDsGmevheLM/1t6bp4nGseMBxR6FsQbAAAAQJexlm6NZXHQGJMKQqps3ZvLe8r8dW6hVzMn4MqGfYx+Lq3iXG+FKra4XLLnQLwBAAAAjDJ1d0EcNNINWyplTF9KIlJSLnZWW/E14gx6H8QbAAAAQJdo7iqZJ+ptGlRcs8/+urPoEIQhjGGVJWfhadfHqmCG/gTxBgAAANAlciIF0eB5z/zxKBewlkhTNxcxvG2FemqsoYNy2G2yMyDeAAAAADqNc7mt5QvCY6yIBlf0emXb7lcdApf3XGqbkYSvC1UEwi4TcQg46HE4KgAAAACgw1hnio0J0q39w/Vqw/hb81ciyR+ebR26HTtmQTsQPcs/KDtbwECC5w0AAACgk7iYjJDB9vTEzmNrdYMQVzx4O9ul0+XTwh0lw3K58nnjYIQQNtkZ8LwBAAAAdArD25QxqELBOEi7XYeOq/V4G6Ck4xoKvLo7WgL0GnjeAAAAADqE7/kZS+vcrIOv23XouHZuW76NCnYp1/y6AXoRxBsAAABAJ3CNs8NSwWAJmkFkRGGRJfgiqzCujQwiSaKKsUrCbMA/m25B2GRnIGwSAAAAoEMUdjMUQRyMkCwqcseOxj+F5nl61b1o2WeF4w16mBGJt/Xr10uSJPKRj3wkS0uSRP131VVXmfXccMMNapn/+I//GIl5AAAAAD0Bwq0DzJ3b+OeRHjuQvrauaRA2Ca2ybt06Wbp0qRx00EFy8MEHq3k0rfPlL3+5dlsth01u3rxZrr32WjnppJNy6U888UTu/Xe+8x354Ac/KG9/+9uj9U2bNk0eeeSRXNrEiRNbNQ8AAABg9HBKqB7CrSP4IZqJ4TarckQDoq29jKWwyRdeeEHe+c53ypIlS+T66683833ta1+TN73pTdn76dOn126rJfH2/PPPy/Lly+UrX/mKfPrTn85dmzNnTu79bbfdJmeccYYceeSR0TqTJCmUBQAAAOhXxuSZbqNNcFxA+l4NX43BYd1QgyuuuEJEGtGEMQ4++OAR652WwiYvuugiOeuss+T1r399NN+TTz4pd9xxh3zwgx8srfP555+X+fPnyxFHHCFnn322bN26NZp/z549MjQ0lPsHAAAA0CvkPG4Igc7jHU+Qhki64c1LtKMDsmJWeCWL3waSUD/s2bOna22vWrVKZs2aJb//+78vX/7yl2V/C+7A2p63jRs3ygMPPCCbN28uzXvjjTfK1KlT5W1ve1s033HHHSc33HCDnHjiiTI0NCSf+9znZNmyZfLQQw/JMccco5ZZv359pnIBAAAAeoXGZhnDryURwYnTFcJdKBtvvIEf9sL5Yi22qUnDSwet0qthk/PmzculX3bZZXL55Zd3vP1PfepTcuaZZ8qkSZPk+9//vnz0ox+VZ555Ri699NJa9dQSb9u3b5fVq1fLnXfeWWk92le/+lVZvnx5ad7FixfL4sWLs/fLli2ThQsXyuc//3nZsGGDWmbt2rVy8cUXZ++HhoYKHwYAAADAaJKg3LqGL8Ji4ZFV1r5l5dOsfIYDw/bt22XatGnZ+wkTJqj5Lr/88lJH0ebNm+WUU06p1K4v0l71qleJiMgnP/nJzoq3LVu2yFNPPSWLFi3K0vbt2yd33323fOELX5A9e/bI+PHjRUTkH//xH+WRRx6Rm2++uZZBIiLjxo2T3//935d/+Zd/MfNMmDDBHGwAAACAUcEFQXhM+ruDy5/31hRguSwSnj2nnhMnyiHgaPCBYdq0aTnxZrFq1Sp5z3veE82zYMGClu1YvHixDA0NyZNPPimzZ8+uXK6WeDvzzDPlJz/5SS7tggsukOOOO04uueSSTLiJiFx//fWyaNEieeUrX1mnCRERcc7Jgw8+KCeeeGLtsgAAAADdJj1XLHsvCZP9buGagi1LKgl41A7utkRczgvHh1qZXg2brMqsWbNk1qxZnTFGRLZu3SoTJ040jxawqCXepk6dKieccEIubfLkyTJz5sxc+tDQkHzzm9+Uz3zmM2o95513nhx++OGyfv16EWns0LJ48WI55phjZGhoSDZs2CAPPvigfPGLX6zVGQAAAIDRIreWijl+V/DXF4p4696U8U/TnLOFmgY7hkIZ27Ztk127dsm2bdtk37598uCDD4qIyNFHHy1TpkyRb3/727Jjxw5ZsmSJTJo0Se666y757//9v8vKlStrRxK2fM5bjI0bN4pzTt773veq17dt2ybjxjU3unzuuedk5cqVsmPHDpk+fbqcfPLJcvfdd8urX/3qTpgHAAAA0D78UElUW1cJwx6bQqu65y3FOqSbIx+gjL/4i7+QG2+8MXt/8skni4jIXXfdJa997WvlwAMPlC996Uty8cUXy/79++XII4+UT37yk3LRRRfVbitxbjD2QR0aGpLp06fL7t27K8WxAgAAAIyYcBqFeOsaIwpVVXadjNLlz7Wf57Wp7a9+9W454IDesf3FF4fkRz/qzzH1aemcNwAAAIAxD8JtVEm9biL11xhWEW65dXOD4euAAQDxBgAAAFAD50T8w6Bh9CiGS9aHzxD6iY6seQMAAAAYZAoTfrxufYW15s1fQ6ce9A2V6ffdJnsVPG8AAAAANchN7EWY3PcCdT+DJCkI8NCL54Y/6cb2lIRNQm+AeAMAAACoijeJT8Sh20aLDogpTcz56+oQcNALEDYJAAAAUAUm771DkuQ/D+dqe99aOeethWbGLM71VqjioHx98bwBAAAAtAKz+FGjMBFv8bPIQiMrkgghlDC6IN4AAAAAKpCb5CPcRpV2DH9V0eayAEo+cxh9CJsEAAAAKCF1tqQT+J6axrsxuHlKG7xfYeSlmW8ExxCMZfbv763bsZdCOEcC4g0AAAAghtN8Lj0yKw3Vx1hYlBX0ubG1f6v1lJdMjw5IX0ulUgCdgbBJAAAAAAvNNTOa4ijdtj7Yvj6Tl4Mu3Ibx5XRLnjHnCmGQVlhkbsdJYd0bjC543gAAAAAq4HtgutuwfaB0SiJjy+M24nP2kmFvnct71GKfcXgtNWfQh71VCJvsDIg3AAAAgBJGzbNVQbiJSG/NkjtMM3SxppAOx9IbsySRZshpGIk6PN6+943NS2C0QLwBAAAAlNAVz1YmHlyply93fawIt+GxyQmpkfbdL5/k6yxovdDT6b0D6BaINwAAAACNbq5ryrazbPyNCbcxJ9pSvBDHlsJX0/Gq+Ln62S1vn5OGp26sfRRVIGyyM7BhCQAAAEAVOiHmrI1HNJIk/2+skSgCqsJnkhtiZaOSssJJoovpTNCNwY8CRg88bwAAAAAltHuLeOd0L87Ar2Vr0y4fuXVolucrU2zD45o2XeIq8z8bJ4kkhuDLPisng/c5Qc+CeAMAAAAIqepla0WMqOfGpVUMqAgIz59r9Tw6b92biC+Ag7qCnSkreck8kRZ+QhzUXR/CJjsDYZMAAAAAJSTimud7BeesNbw/jfelmm84w5YHvM0xuh0GGYRqdrKZXFvBtvwt1zv8aYSvY8SGOLXT93wmWc2INugtEG8AAAAAPk7fFt7aKr4wwbeEkVfvooU11171Cb5gUzf3kGER1apYdXlRlYgrrUobZ83O3BluFT+bquIRoF0QNgkAAADgE5z1VZjcpwc8px43KeYNNyHJ1ZFtvDE6ZPa0GrpYtf6Adnmx6u42qXUxDaWsa2e462R4/hs0IWyyMyDeAAAAAHyCNWnR9VLhOi6JT/B7YTKr7tbYJsNM4dOO+l1+PEd69l4rYtIWez3wwcKYAPEGAAAA4JMkuR0HK4uEgkdNe9U7+Ds2JiP1wmVrxvL1i7RJFyqhqGF74TWt7WY1utdN26jE99D5wjznueuQFxMgBPEGAAAAEDDIOz+Ga/eaQqSFukKR6zFSz1iMsnBFfxt/J0nDDGOXT7WckmYKu8G8TUYMYZOdAfEGAAAAMIYwwwXreI+yEEYvqeZatJGSnd2m2Bza0hCZ5Wgb0YRhsI03o7tuEcYuiDcAAACAMU4d0ZUKIU2s5Tx57TzRPKi/DD9P7sDtkrLRHTKRatADIN4AAAAAxhJJcZfMOkqrEYJohEnWry5K6DFTxVcg7tKcBZsqiL7cRijpMQK9FPvXRxA22Rk45w0AAABgDJJbw1Xn0G7vvLpwHVh2Cls7oieVs+LMrJ5Yq3NeW3jYd24tXbcPTweoAJ43AAAAgDFE6s1qdX1abF1YltYO0ZPWEYZNJlIQm5YX0BdlIc3QziRnPXINehnEGwAAAMCg44oiK3e5qmhxjTPNYiGTnfJW5WwPhF23N0uBcgib7AyINwAAAIBBwzgXTaS4gUf5Bvr5OiyR1Mlt8/NnqklTFWjr9wIse3tJWABUhTVvAAAAAAOEc8Wz3DTRVXszD2WTkkJ9bVnsZtQdGpNdbIjGtJ+xclkelBv0KXjeAAAAAAaA9Ji2Qgij/zbYzCPc4CNWeWW5U+e8uCooa99KTTA8hDnvndYGtA3neitUsUPPFboO4g0AAACgX3G+90zEucZWJJkWqSO6RmpKB8Mmc21kAiwvEpt9VvKKcdh2mu6COgB6FMQbAAAAQB+R6rWCZymJbzrii5eCpKupWjQh1HHhkySS+BuUWO15+XLJxo6TAP0E4g0AAACgXxje7VFEytVSZDv9ke4OGQ211OLT2qXsFi9uVHffffmNS6z2KmxmkvfQIebaRS+FTIr0nj2tgngDAAAA6DOiWig7RDvJiZPCOrAWBFXovcuFJWYvi165nLewRSHn3LBoq8NwW7HNVhJiJqGPYLdJAAAAgD6h0nlmngjx82sHao+kbW33Sv9fZsvwbpC5tWrpv1wDkd0qnZNk1UVeY/V2jEySfJnczpQ16wIYTfC8AQAAAPQBZVv1+/jHn2WiK0k9Ys3/1iFcK1d65lt6dEAShHn6Ai0UazER9YUvlOepgHrYN7SdXgtT7DV7WgXPGwAAAEAfkOmMKoLDuYLHrWXSMMykebRAKOIKtkqJQEuSQh2qR9C53Ll17dhgJHW0odugH0G8AQAAAPQTNQ6sKqw7a+WwqyS/s2PZQdhpnpw4s6IhvfVxqacuy+ucyD335MIwEVww1iFsEgAAAKAfqCq8lHyV1spVRN2spMJ6uHB3yPBctrzBw4mnndYUeAi3vqLXwhR7zZ5WwfMGAAAA0AfkNtiIocQEqme7tYK3AUkrqPozsHekG6sADDKINwAAAIBex1vDVruosnV/O/BDI2Mbl/giLNvEREMRnGkyXjeABoRNAgAAAPQ6/vaRNcqoRfwdIEdikuHNC9exWRuRpDbmK02Ku2q2yV7oLr0Wpthr9rQK4g0AAACg17HETgmhR0zdwn8k9mQN+d418Q4KjxmnXy948RBuABmETQIAAAD0Oo8/PqLDtf2/7aQsFDN3YHdog3Iod+Hcbta9AeTA8wYAAADQ47gj5nlv6nnhTIHVojcvX7lRNkkkERHn8mvi/M1Isl0rUy+gc5LKPY4G6H96LUyx1+xpFcQbAAAAQI/TFGBJc11YFfGVXlM2PGmuTatJxbV3ubVr3lq2cAMTJ8nwcQHtO84AYFAhbBIAAACgX3B5D1ZlFIGXiKvm2QoOzs52kCwpnCSS2yoyzR6GUobvYzYDjHXwvAEAAAD0MpqnazjMMPVataxzqnrvnOSFY5uFVTsPEYfeoNfCFHvNnlbB8wYAAADQy0SEUua1KgtlNK5X3RAki75MNz/xxFzlIwyq7ECZtoHXDUAF8QYAAADQBxRETcXTq2PaqrK3KwjXzMr5As7aPVJJz64rh3xXEqMAYxTCJgEAAAB6FReImtBzVUHkVBJoFc5980MbQw9a4VBt74pVT1hHbiMTHG99T6+FKfaaPa2CeAMAAADoRbz1aNnOjeEatWyLfdEFmCvu7phdCrxe0eVvSdLc3TKsq7EzSdFuv27Lw6bVN/wOAIog3gAAAAB6GeckSQWSJ9ScJM0dHSMeOM3zpm0Q0gyFlKgIzNbZ1fDU+WmWTU1DEG4AFog3AAAAgH4lFu6YCjxFKCWJSFOrVRBUabkqIZjN3U0q1Z3lQbMNFL0Wpthr9rQK4g0AAABgNClbtxZuUhKe9RaWV8IWrXrNpl0z3LGwSUlok1W92OIxMAMAKoJ4AwAAAOg2OXFk0Iqq8dRY6NHK1s159WYvw10i27TmzAybTIptAkA5iDcAAACAUSDqlYoIt7CctXtjWIXZVs31cpVEZbBGLldfyRo9GAyc661QxUG55RBvAAAAAN2iynlnMXHkij6xXFhjZP2bib+bZVBnalt+Z8kKKLtTpnWJ8/aSJGYSoBYc0g0AAADQLbSQxaqerOENQHz5lns/AiGUJMW6s2vmGW718AWq1RYAxMHzBgAAANAtwh0gk3CnRUXQeBuUhCGT0XJ+FRU2Dhkpvq6z2ipufoKAG1T27+8tx+qghE3ieQMAAADoIpVF1LC3rVmwdQFW6RiApFo+55SJsEt9aflDuU0bkqS3ZvYAfQKeNwAAAIAepfZaM7OieuVj57NlAs0l+dBPY5OSVm0AgCKINwAAAIAu4Ops1OECL1W3SMM4S2LMsh0uXT7ssyDaEGxjFsImOwNhkwAAAABdwkkL4YIxIafGMI4cbWMUH3/tWiKGDb00cwcYEPC8AQAAAHSadIv/VgWNax4DEA1NbBOFjVCGd7pMD9c2bUCwAXQUxBsAAABAp2lhzZm2u6RIZ0WbRW53yCRp+uGcINhAhbDJzkDYJAAAAECPUVhDliZ4Xq+uG6TNxHtpdg4wBsDzBgAAANADNDY08bfaT3LaKN3wJNyOfzQ8cQAwOiDeAAAAAEYbl/enqU6uHgifBKgKYZOdgbBJAAAAgH6ml2bIANBR8LwBAAAAjCYuWNcWyxpuYIJwAxhTIN4AAAAARpuKIszagRKg1yBssjMQNgkAAAAwmlSd4SZsUAIw1kG8AQAAAPQLveTKAICuQ9gkAAAAAAC0FcImOwPiDQAAAKCf6KUZMQB0FcImAQAAAAAA+gA8bwAAAAAA0FYIm+wMeN4AAAAAAAD6AMQbAAAAAABAH0DYJAAAAAAAtBXCJjsDnjcAAAAAAIA+YETibf369ZIkiXzkIx/J0pIkUf9dddVV0bq+9a1vyfHHHy8TJkyQ448/Xm699daRmAYAAAAAANBRfvWrX8kHP/hBednLXiaTJk2So446Si677DJ54YUXcvm2bdsm55xzjkyePFlmzZolH/7whwt5qtBy2OTmzZvl2muvlZNOOimX/sQTT+Tef+c735EPfvCD8va3v92sa9OmTfLud79bPvWpT8lb3/pWufXWW+Vd73qX3HPPPXLqqae2aiIAAAAAAIwCzg1OqGKMn/3sZ7J//37567/+azn66KPlpz/9qaxYsUJ+97vfydVXXy0iIvv27ZOzzjpLDj30ULnnnntk586dcv7554tzTj7/+c/Xai9xrv6wPv/887Jw4UL50pe+JJ/+9KflVa96lXz2s59V8/7RH/2R/Pa3v5Xvf//7Zn3vfve7ZWhoSL7zne9kaW9605tkxowZ8r/+1/+qZNPQ0JBMnz5ddu/eLdOmTavVHwAAAACAXqGf57Wp7SK7RaSXbB8Ske6M6VVXXSV/9Vd/Jb/85S9FpOHMOvvss2X79u3y0pe+VERENm7cKB/4wAfkqaeeqmVPS563iy66SM466yx5/etfL5/+9KfNfE8++aTccccdcuONN0br27Rpk6xZsyaX9sY3vtEUhCIie/bskT179mTvd+/eLSKNGwYAAAAAoF9J57Mt+Fh6iF6bkzfsCbXChAkTZMKECW1taffu3XLIIYdk7zdt2iQnnHBCJtxEGlpnz549smXLFjnjjDMq111bvG3cuFEeeOAB2bx5c2neG2+8UaZOnSpve9vbovl27Nghs2fPzqXNnj1bduzYYZZZv369XHHFFYX0efPmldoFAAAAANDr/Pa3vx32YvUPL3nJS2TOnDmyY0fvzcmnTJlS0AqXXXaZXH755W1r4xe/+IV8/vOfl8985jNZmqZ1ZsyYIS95yUuiekejlnjbvn27rF69Wu68806ZOHFiaf6vfvWrsnz58kp5k2AvUedcIc1n7dq1cvHFF2fv9+/fL7t27ZKZM2dGy/UDQ0NDMm/ePNm+fXvfucp7Ecaz/TCm7YcxbS+MZ/thTNsPY9peBmk8nXPy29/+Nuep6RcmTpwojz32WEubcXQaTV9YXrfLL79cdRT5bN68WU455ZTs/W9+8xt505veJO985zvlQx/6UC6vpk/K9I5GLfG2ZcsWeeqpp2TRokVZ2r59++Tuu++WL3zhC7Jnzx4ZP368iIj84z/+ozzyyCNy8803l9bbUOd51fnUU08VFKqP5uI8+OCDa/Sm95k2bVrf//j0Eoxn+2FM2w9j2l4Yz/bDmLYfxrS9DMp49pvHzWfixImVnDe9zKpVq+Q973lPNM+CBQuy17/5zW/kjDPOkCVLlsi1116byzdnzhy5//77c2nPPvus7N27N6p3NGqJtzPPPFN+8pOf5NIuuOACOe644+SSSy7JhJuIyPXXXy+LFi2SV77ylaX1LlmyRP7+7/8+t+7tzjvvlKVLl9YxDwAAAAAAYMTMmjVLZs2aVSnvr3/9aznjjDNk0aJF8rWvfU3GjcufxrZkyRJZt26dPPHEEzJ37lwRaWidCRMm5JxiVagl3qZOnSonnHBCLm3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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with xarray.open_dataset(repos_prefix / \"grid\" / \"bathymetry_201702.nc\", engine=\"h5netcdf\") as tos:\n", + " tos_bathy = tos.Bathymetry\n", + " fig, ax = plt.subplots(1, 1, figsize=(12, 10))\n", + " viz_tools.set_aspect(ax, coords='map')\n", + " mesh = ax.pcolormesh(lons_e[10:], lats_e[10:], final_bathy[10:] - tos_bathy, cmap='bwr', vmax=20, vmin=-20)\n", + " fig.colorbar(mesh, ax=ax)\n", + " ax.set_title('Difference compared to Original 201702')\n", + " ax.set_ylim(lon_limits)\n", + " ax.set_xlim(lat_limits)" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:58.752903Z", + "start_time": "2025-02-13T20:49:58.409560Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with xarray.open_dataset(repos_prefix / \"grid\" / \"bathymetry_202108.nc\", engine=\"h5netcdf\") as v202108:\n", + " v202108_bathy = v202108.Bathymetry\n", + " fig, ax = plt.subplots(1, 1, figsize=(12, 10))\n", + " viz_tools.set_aspect(ax, coords='map')\n", + " mesh = ax.pcolormesh(lons_e[10:], lats_e[10:], final_bathy[10:] - v202108_bathy, cmap='bwr', vmax=20, vmin=-20)\n", + " fig.colorbar(mesh, ax=ax)\n", + " ax.set_title('Difference compared to 202108')\n", + " ax.set_ylim(lon_limits)\n", + " ax.set_xlim(lat_limits)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.019869Z", + "start_time": "2025-02-13T20:49:58.775306Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 7))\n", + "viz_tools.set_aspect(ax, coords='map')\n", + "mesh = ax.pcolormesh(lons_e, lats_e, final_bathy, cmap=cmap ,vmax=25, vmin=4)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((48.9, 49.35))\n", + "ax.set_xlim((-123.4, -122.8));" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.271694Z", + "start_time": "2025-02-13T20:49:59.041420Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 7))\n", + "viz_tools.set_aspect(ax, coords='map')\n", + "mesh = ax.pcolormesh(lons_e[:], lats_e, final_bathy - base_bathy, cmap='bwr' ,vmax=5, vmin=-5)\n", + "fig.colorbar(mesh, ax=ax)\n", + "ax.set_ylim((48.9, 49.35))\n", + "ax.set_xlim((-123.4, -122.8));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Store Finished Bathymetry in a netCDF File\n", + "\n", + "We now have the finished bathymetry.\n", + "Store it in a netCDF file." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.307840Z", + "start_time": "2025-02-13T20:49:59.294406Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset> Size: 9MB\n",
+       "Dimensions:     (y: 908, x: 398)\n",
+       "Coordinates:\n",
+       "  * y           (y) int64 7kB 0 1 2 3 4 5 6 7 ... 901 902 903 904 905 906 907\n",
+       "  * x           (x) int64 3kB 0 1 2 3 4 5 6 7 ... 391 392 393 394 395 396 397\n",
+       "Data variables:\n",
+       "    Bathymetry  (y, x) float64 3MB nan nan nan nan nan ... nan nan nan nan nan\n",
+       "    nav_lat     (y, x) float64 3MB 46.84 46.83 46.83 46.83 ... 51.1 51.1 51.1\n",
+       "    nav_lon     (y, x) float64 3MB -123.4 -123.4 -123.4 ... -124.4 -124.3 -124.3\n",
+       "Attributes:\n",
+       "    Conventions:  CF-1.6\n",
+       "    title:        Bathymetry 202405\n",
+       "    institution:  Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n",
+       "    source:       Bathymetry processed from analysis-doug/notebooks/2xrez-202...\n",
+       "    history:      [2025-02-13 12:49:59] Created netCDF4 zlib=True dataset.
" + ], + "text/plain": [ + " Size: 9MB\n", + "Dimensions: (y: 908, x: 398)\n", + "Coordinates:\n", + " * y (y) int64 7kB 0 1 2 3 4 5 6 7 ... 901 902 903 904 905 906 907\n", + " * x (x) int64 3kB 0 1 2 3 4 5 6 7 ... 391 392 393 394 395 396 397\n", + "Data variables:\n", + " Bathymetry (y, x) float64 3MB nan nan nan nan nan ... nan nan nan nan nan\n", + " nav_lat (y, x) float64 3MB 46.84 46.83 46.83 46.83 ... 51.1 51.1 51.1\n", + " nav_lon (y, x) float64 3MB -123.4 -123.4 -123.4 ... -124.4 -124.3 -124.3\n", + "Attributes:\n", + " Conventions: CF-1.6\n", + " title: Bathymetry 202405\n", + " institution: Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n", + " source: Bathymetry processed from analysis-doug/notebooks/2xrez-202...\n", + " history: [2025-02-13 12:49:59] Created netCDF4 zlib=True dataset." + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "final_202405_ds = xarray.Dataset(\n", + " data_vars={\n", + " \"Bathymetry\": xarray.DataArray(\n", + " data=final_bathy,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"sea_floor_depth\",\n", + " \"units\": \"m\",\n", + " },\n", + " ),\n", + " \"nav_lat\": xarray.DataArray(\n", + " data=lats,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"latitude\",\n", + " \"units\": \"degrees_north\",\n", + " },\n", + " ),\n", + " \"nav_lon\": xarray.DataArray(\n", + " data=lons,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"longitude\",\n", + " \"units\": \"degrees_east\",\n", + " },\n", + " ),\n", + " },\n", + " coords={\n", + " \"y\": numpy.arange(final_bathy.shape[0], dtype=int),\n", + " \"x\": numpy.arange(final_bathy.shape[1], dtype=int),\n", + " },\n", + " attrs={\n", + " \"Conventions\": \"CF-1.6\",\n", + " \"title\": \"Bathymetry 202405\",\n", + " \"institution\": \"Dept of Earth, Ocean & Atmospheric Sciences, University of British Columbia\",\n", + " \"source\": \"Bathymetry processed from analysis-doug/notebooks/2xrez-202111/bathymetry-202405.ipynb \"\n", + " \"by tools/bathymetry/Process202405Bathymetry.ipynb\",\n", + " \"history\": f\"[{arrow.now():YYYY-MM-DD HH:mm:ss}] Created netCDF4 zlib=True dataset.\",\n", + " },\n", + ")\n", + "\n", + "final_202405_ds" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.458394Z", + "start_time": "2025-02-13T20:49:59.341357Z" + } + }, + "outputs": [], + "source": [ + "encoding = {\n", + " \"Bathymetry\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lat\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lon\": {\"zlib\": True, \"complevel\": 4},\n", + "}\n", + "# use `engine=\"netcdf4\"` because it produces a substantially smaller file than `engine=\"h5netcdf\"`\n", + "final_202405_ds.to_netcdf(bathy_paths[\"final_202405\"], encoding=encoding, engine=\"netcdf4\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Steveston Jetty Friction Mask File" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.640562Z", + "start_time": "2025-02-13T20:49:59.481589Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mask_for_jetty_u = np.zeros_like(ns_bathy)\n", + "mask_for_jetty_v = np.zeros_like(ns_bathy)\n", + "for j, i in zip(jv_y, jv_x):\n", + " mask_for_jetty_v[int(j), int(i)]= 1.0\n", + "for j, i in zip(ju_y, ju_x):\n", + " mask_for_jetty_u[j, i] = 1.0\n", + "fig, ax = plt.subplots(1, 3, figsize=(10,5))\n", + "viz_tools.set_aspect(ax[0])\n", + "viz_tools.set_aspect(ax[1])\n", + "viz_tools.set_aspect(ax[2])\n", + "ax[0].pcolormesh(final_bathy[390:460, 280:350], cmap='copper', vmax=25, vmin=3)\n", + "ax[1].pcolormesh(mask_for_jetty_u[390:460, 280:350], cmap='copper', vmax=1, vmin=0)\n", + "ax[2].pcolormesh(mask_for_jetty_v[390:460, 280:350], cmap='copper', vmax=1, vmin=0);" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.677499Z", + "start_time": "2025-02-13T20:49:59.665783Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset> Size: 12MB\n",
+       "Dimensions:     (y: 908, x: 398)\n",
+       "Coordinates:\n",
+       "  * y           (y) int64 7kB 0 1 2 3 4 5 6 7 ... 901 902 903 904 905 906 907\n",
+       "  * x           (x) int64 3kB 0 1 2 3 4 5 6 7 ... 391 392 393 394 395 396 397\n",
+       "Data variables:\n",
+       "    bfr_coef_u  (y, x) float64 3MB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n",
+       "    bfr_coef_v  (y, x) float64 3MB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n",
+       "    nav_lat     (y, x) float64 3MB 46.84 46.83 46.83 46.83 ... 51.1 51.1 51.1\n",
+       "    nav_lon     (y, x) float64 3MB -123.4 -123.4 -123.4 ... -124.4 -124.3 -124.3\n",
+       "Attributes:\n",
+       "    Conventions:  CF-1.6\n",
+       "    title:        Steveston Jetty Friction Mask for Bathymetry 202405\n",
+       "    institution:  Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n",
+       "    source:       tools/bathymetry/Process202405Bathymetry.ipynb\n",
+       "    history:      [2025-02-13 12:49:59] Created netCDF4 zlib=True dataset.
" + ], + "text/plain": [ + " Size: 12MB\n", + "Dimensions: (y: 908, x: 398)\n", + "Coordinates:\n", + " * y (y) int64 7kB 0 1 2 3 4 5 6 7 ... 901 902 903 904 905 906 907\n", + " * x (x) int64 3kB 0 1 2 3 4 5 6 7 ... 391 392 393 394 395 396 397\n", + "Data variables:\n", + " bfr_coef_u (y, x) float64 3MB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n", + " bfr_coef_v (y, x) float64 3MB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0\n", + " nav_lat (y, x) float64 3MB 46.84 46.83 46.83 46.83 ... 51.1 51.1 51.1\n", + " nav_lon (y, x) float64 3MB -123.4 -123.4 -123.4 ... -124.4 -124.3 -124.3\n", + "Attributes:\n", + " Conventions: CF-1.6\n", + " title: Steveston Jetty Friction Mask for Bathymetry 202405\n", + " institution: Dept of Earth, Ocean & Atmospheric Sciences, University of ...\n", + " source: tools/bathymetry/Process202405Bathymetry.ipynb\n", + " history: [2025-02-13 12:49:59] Created netCDF4 zlib=True dataset." + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "jetty_mask_ds = xarray.Dataset(\n", + " data_vars={\n", + " \"bfr_coef_u\": xarray.DataArray(\n", + " data=mask_for_jetty_u,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"friction_x_binary_mask\",\n", + " \"units\": \"none\",\n", + " \"fill_value\": -99,\n", + " },\n", + " ),\n", + " \"bfr_coef_v\": xarray.DataArray(\n", + " data=mask_for_jetty_v,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"friction_y_binary_mask\",\n", + " \"units\": \"none\",\n", + " \"fill_value\": -99,\n", + " },\n", + " ),\n", + " \"nav_lat\": xarray.DataArray(\n", + " data=lats,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"latitude\",\n", + " \"units\": \"degrees_north\",\n", + " },\n", + " ),\n", + " \"nav_lon\": xarray.DataArray(\n", + " data=lons,\n", + " dims=[\"y\", \"x\"],\n", + " attrs={\n", + " \"long_name\": \"longitude\",\n", + " \"units\": \"degrees_east\",\n", + " },\n", + " ),\n", + " },\n", + " coords={\n", + " \"y\": numpy.arange(final_bathy.shape[0], dtype=int),\n", + " \"x\": numpy.arange(final_bathy.shape[1], dtype=int),\n", + " },\n", + " attrs={\n", + " \"Conventions\": \"CF-1.6\",\n", + " \"title\": \"Steveston Jetty Friction Mask for Bathymetry 202405\",\n", + " \"institution\": \"Dept of Earth, Ocean & Atmospheric Sciences, University of British Columbia\",\n", + " \"source\": \"tools/bathymetry/Process202405Bathymetry.ipynb\",\n", + " \"history\": f\"[{arrow.now():YYYY-MM-DD HH:mm:ss}] Created netCDF4 zlib=True dataset.\",\n", + " },\n", + ")\n", + "\n", + "jetty_mask_ds" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.813196Z", + "start_time": "2025-02-13T20:49:59.700814Z" + } + }, + "outputs": [], + "source": [ + "encoding = {\n", + " \"bfr_coef_u\": {\"zlib\": True, \"complevel\": 4},\n", + " \"bfr_coef_v\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lat\": {\"zlib\": True, \"complevel\": 4},\n", + " \"nav_lon\": {\"zlib\": True, \"complevel\": 4},\n", + "}\n", + "# use `engine=\"netcdf4\"` because it produces a substantially smaller file than `engine=\"h5netcdf\"`\n", + "jetty_mask_ds.to_netcdf(bathy_paths[\"jetty_mask\"], encoding=encoding, engine=\"netcdf4\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "ExecuteTime": { + "end_time": "2025-02-13T20:49:59.839046Z", + "start_time": "2025-02-13T20:49:59.837550Z" + } + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "anaconda-cloud": {}, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.11" + }, + "toc": { + "colors": { + "hover_highlight": "#DAA520", + "running_highlight": "#FF0000", + "selected_highlight": "#FFD700" + }, + "moveMenuLeft": true, + "nav_menu": { + "height": "267px", + "width": "252px" + }, + "navigate_menu": true, + "number_sections": true, + "sideBar": false, + "threshold": 4, + "toc_cell": false, + "toc_position": { + "height": "410px", + "left": "1px", + "right": "1454px", + "top": "106px", + "width": "212px" + }, + "toc_section_display": "block", + "toc_window_display": true, + "widenNotebook": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/bathymetry/README.md b/bathymetry/README.md index 29124a83..96c6cff6 100644 --- a/bathymetry/README.md +++ b/bathymetry/README.md @@ -3,33 +3,49 @@ and visualizing bathymetry netCDF files. The links below are to static renderings of the notebooks via [nbviewer.org](https://nbviewer.org/). -Descriptions below the links are from the first cell of the notebooks +Descriptions under the links below are from the first cell of the notebooks (if that cell contains Markdown or raw text). -* ## [SalishSeaSubdomainBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SalishSeaSubdomainBathy.ipynb) +* ## [blast a river.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/blast a river.ipynb) - **Salish Sea NEMO Sub-domain Bathymetry** +* ## [FindTSforSmoothedMouths.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/FindTSforSmoothedMouths.ipynb) - This notebook documents the bathymetry used for the - initial Salish Sea NEMO runs on a sub-set of the whole region domain. - This sub-domain was used for the runs known as `JPP` - and `WCSD_RUN_tide_M2_OW_ON_file_DAMP_ANALY`. + For smoothed mouths we need to fill in any new grid points. - The first part of the notebook explores and plots the bathymetry. - The second part records the manual smoothing that was done to - get the JPP M2 tidal forcing case to run. +* ## [Compare202405-2xrezBathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Compare202405-2xrezBathymetry.ipynb) -* ## [Bathymetry inside NEMO.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Bathymetry inside NEMO.ipynb) + **Compare 202405-2xrez to 202405 Bathymetry** - Notebook to look at the Bathymetry that NEMO actually uses after it does its processing + Detailed, tile by tile, comparison of 202405-2xrez and 202405 bathymetries including preliminary river files. + This notebook is used iteratively with the `Process202405-2xrezBathymetry.ipynb` notebook to identify features + in the 2xrez bathymetry that need to be adjusted in the latter notebook. + + This notebook is based on the ones that Susan created to do the same thing during the creation of the 202108 + bathymetry (which was known as 202103d at the time): + * `analysis-susan/notebooks/bathymetry/lookat201702_201803d_andrivers.ipynb` + * `analysis-susan/notebooks/bathymetry/lookat201702_201803d_middle.ipynb` + * `analysis-susan/notebooks/bathymetry/lookat201702_201803d_upper.ipynb` * ## [Deepen by Grid Thickness.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Deepen by Grid Thickness.ipynb) -* ## [LookAt201803Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/LookAt201803Bathymetry.ipynb) +* ## [More Smoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/More Smoothing.ipynb) -* ## [ProcessNewRiverBathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/ProcessNewRiverBathymetry.ipynb) + Notebook to take our SalishSea2 bathymetry which was smoothed to dh/hbar = 0.8 and smooth it more to 0.33. + We show below that this makes the Thalweg more rugged as it pulls shallow areas from the sides across the channel. + +* ## [Smooth, preserving thalweg.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Smooth, preserving thalweg.ipynb) + + Smooth around the Thalweg + +* ## [SmoothMouthJdF-DownOneGrid.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SmoothMouthJdF-DownOneGrid.ipynb) + + This notebook takes our downonegrid Salish Sea bathymetry and produces a bathymetry with the mouth of Juan de Fuca and Johnstone Strait identical for the first 6 grid points. + +* ## [Process202108Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process202108Bathymetry.ipynb) + + **Process 2021 08 Bathymetry: Based on Process2201803 Bathymetry **** + New Fraser River, taking 2 m up to 0 to narrow the banks - **Process New River Bathymetry **** Take the bathymetry produced by Michael including the better resolved river and process it. We need to do the following steps: 1. Straighten North Open Boundary @@ -44,31 +60,23 @@ Descriptions below the links are from the first cell of the notebooks 8. Write out bathy file and jetty extra friction files Note: original 201702 processing did Check continuity and add mixed islands and fix Puget after smoothing. -* ## [blast a river.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/blast a river.ipynb) - -* ## [SmoothMouthJdF-DownOneGrid.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SmoothMouthJdF-DownOneGrid.ipynb) - - This notebook takes our downonegrid Salish Sea bathymetry and produces a bathymetry with the mouth of Juan de Fuca and Johnstone Strait identical for the first 6 grid points. - -* ## [NEMO-GridBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/NEMO-GridBathy.ipynb) - - **NEMO Grid Bathymetry** - - This notebook describes the creation - of the `NEMO-forcing/grid/grid_bathy.nc` file - containing the calculated grid level depths at each grid point - that result from NEMO's partial z-step algorithm. - The `grid_bathy.nc` is used to calculate initial conditions - and boundary conditions temperature and salinity values that do not - induce spurious transient flows at the topographic edges of the domain. + 9.Check continuity and islands led to + 9.1 connect Roche Harbour + 9.2 remove extra little island + 9.3 don't close north of Read Island + 9.4 Disconnect Stuart Island + and + 9.5 Deepen South Puget connection -* ## [Deepen Haro Boundary Region.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Deepen Haro Boundary Region.ipynb) +* ## [NEMOBathymetryfromMeshMask.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/NEMOBathymetryfromMeshMask.ipynb) -* ## [Process201803Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process201803Bathymetry.ipynb) + Notebook to create a Nemo Bathymetry file for the ERDDAP server + Based on: + Nancy/NEMO depths vs bathymetry file.ipynb - **Process 2018 03 Bathymetry **** - New Fraser River, taking 2 m up to 0 to narrow the banks +* ## [ProcessNewRiverBathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/ProcessNewRiverBathymetry.ipynb) + **Process New River Bathymetry **** Take the bathymetry produced by Michael including the better resolved river and process it. We need to do the following steps: 1. Straighten North Open Boundary @@ -83,31 +91,24 @@ Descriptions below the links are from the first cell of the notebooks 8. Write out bathy file and jetty extra friction files Note: original 201702 processing did Check continuity and add mixed islands and fix Puget after smoothing. -* ## [bathy_for_jie.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/bathy_for_jie.ipynb) - -* ## [mesh_mask202108_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask202108_metadata.ipynb) - - **`mesh_mask202108.nc` Metadata** - - Add metadata to the NEMO-generated mesh mask file for the 202108 bathymetry - so that well-defined ERDDAP datasets can be produced from it. +* ## [LongRiver.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/LongRiver.ipynb) -* ## [FindTSforSmoothedMouths.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/FindTSforSmoothedMouths.ipynb) + **Look at Bathymetry 6 **** + and decide on river input points, and annotate the River with local landmarks - For smoothed mouths we need to fill in any new grid points. +* ## [Deepen Haro Boundary Region.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Deepen Haro Boundary Region.ipynb) -* ## [Find TS for new Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Find TS for new Bathymetry.ipynb) +* ## [BathyZeroTobaetc.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/BathyZeroTobaetc.ipynb) - If topography is deepened, we need to extend Temp and Salinity Downward. +* ## [ExploringBagFiles.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/ExploringBagFiles.ipynb) - Also includes a cell to convert to Reference Salinity + **Exploring `.bag` Bathymetry Data Files** -* ## [mesh_mask_downbyone2_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask_downbyone2_metadata.ipynb) + An exploration of data and metadata in Bathymetric Attributed Grid (BAG) files. - **`mesh_mask_downbyone2.nc` Metadata** +* ## [SmoothMouthJdF.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SmoothMouthJdF.ipynb) - Add metadata to the NEMO-generated mesh mask file for the downbyone2 bathymetry - so that a well-defined ERDDAP dataset can be produced from it. + This notebook takes our original smoothed Salish Sea bathymetry and produces a bathymetry with the mouth of Juan de Fuca identical for the first 6 grid points. * ## [mesh_mask_SalishSea2_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask_SalishSea2_metadata.ipynb) @@ -116,9 +117,49 @@ Descriptions below the links are from the first cell of the notebooks Add metadata to the NEMO-generated mesh mask file for the SalishSea2 bathymetry so that a well-defined ERDDAP dataset can be produced from it. -* ## [Bathymetry in Boundary Pass.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Bathymetry in Boundary Pass.ipynb) +* ## [SalishSeaBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SalishSeaBathy.ipynb) - Comparison between original bathy and smoothed bathy + **Salish Sea NEMO Bathymetry** + + This notebook documents the bathymetry used for the Salish Sea NEMO runs. + + The first part of the notebook explores and plots the bathymetry. + +* ## [Process202405Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process202405Bathymetry.ipynb) + + **Process 202405 Bathymetry** + + Based on `tools/bathymetry/Process202108Bathymetry.ipynb` notebook. + + Base bathymetry was created in the + https://github.com/SalishSeaCast/analysis-doug/blob/main/notebooks/2xrez-202111/bathymetry-202405.ipynb + notebook by following Michael's process. + Its major differences from the 202108 bathymetry are: + * Changed the Pitt River to be a short, closed stub + * Changed the proxy Fraser River extension to go southward instead of northward, + and to start just east of the mouth of the Pitt River instead of from the Pitt + + Processing steps: + 1. Straighten Channel at North Open Boundary + 2. Straighten Channel at West Open Boundary + 3. Check continuity and Add Mixed Islands + 4. Smooth + 5. Add shallow Steveston Jetty + 6. Check dredged Fraser River Channel + 7. Check continuity and fix islands: + 1. connect Roche Harbour + 2. remove extra little island on mudflats + 3. don't close north of Read Island + 4. Disconnect Stuart Island + 5. Deepen Tacoma Narrows + 8. Plot Finished Bathymetry and Compare it to Previous Bathymetries + 9. Store bathymetry dataset as a netCDF4 File + 10. Store Steveston Jetty Extra Friction Mask as a netCDF4 File + + +* ## [bathymetry_201803.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/bathymetry_201803.ipynb) + + Notebook to prepare the intermediate 201803 bathymetry. Susan's notebook loads the result of this notebook, and does additional processing to produce the final version of the bathymetry. * ## [mesh_mask201702_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask201702_metadata.ipynb) @@ -127,68 +168,94 @@ Descriptions below the links are from the first cell of the notebooks Add metadata to the NEMO-generated mesh mask file for the 201702 bathymetry so that a well-defined ERDDAP dataset can be produced from it. -* ## [ExploringBagFiles.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/ExploringBagFiles.ipynb) - - **Exploring `.bag` Bathymetry Data Files** +* ## [SalishSeaSubdomainBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SalishSeaSubdomainBathy.ipynb) - An exploration of data and metadata in Bathymetric Attributed Grid (BAG) files. + **Salish Sea NEMO Sub-domain Bathymetry** -* ## [LongRiver.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/LongRiver.ipynb) + This notebook documents the bathymetry used for the + initial Salish Sea NEMO runs on a sub-set of the whole region domain. + This sub-domain was used for the runs known as `JPP` + and `WCSD_RUN_tide_M2_OW_ON_file_DAMP_ANALY`. - **Look at Bathymetry 6 **** - and decide on river input points, and annotate the River with local landmarks + The first part of the notebook explores and plots the bathymetry. + The second part records the manual smoothing that was done to + get the JPP M2 tidal forcing case to run. -* ## [NEMOBathymetryfromMeshMask.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/NEMOBathymetryfromMeshMask.ipynb) +* ## [Thalweg Smoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Thalweg Smoothing.ipynb) - Notebook to create a Nemo Bathymetry file for the ERDDAP server - Based on: - Nancy/NEMO depths vs bathymetry file.ipynb + Smooth the Thalweg -* ## [Process202108Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process202108Bathymetry.ipynb) +* ## [mesh_mask_downbyone2_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask_downbyone2_metadata.ipynb) - **Process 2021 08 Bathymetry: Based on Process2201803 Bathymetry **** - New Fraser River, taking 2 m up to 0 to narrow the banks + **`mesh_mask_downbyone2.nc` Metadata** - Take the bathymetry produced by Michael including the better resolved river and process it. - We need to do the following steps: - 1. Straighten North Open Boundary - 2. Straighten West Open Boundary - 3. Check continuity and Add Mixed Islands - 3.1 Fix Puget - 4. Smooth - 4.1 Extra smooth Puget - 5. Add shallow Jetty - 6. Check dredged River Channel - 7. Plot up our Final Bathymetry - 8. Write out bathy file and jetty extra friction files - Note: original 201702 processing did Check continuity and add mixed islands and fix Puget after smoothing. + Add metadata to the NEMO-generated mesh mask file for the downbyone2 bathymetry + so that a well-defined ERDDAP dataset can be produced from it. - 9.Check continuity and islands led to - 9.1 connect Roche Harbour - 9.2 remove extra little island - 9.3 don't close north of Read Island - 9.4 Disconnect Stuart Island - and - 9.5 Deepen South Puget connection +* ## [TowardSmoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/TowardSmoothing.ipynb) -* ## [Thalweg Smoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Thalweg Smoothing.ipynb) +* ## [Bathymetry in Boundary Pass.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Bathymetry in Boundary Pass.ipynb) - Smooth the Thalweg + Comparison between original bathy and smoothed bathy * ## [netCDF4bathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/netCDF4bathy.ipynb) **Explore Changing Bathymetry Data Format** **netCDF4 Instead of netCDF3_CLASSIC** -* ## [TowardSmoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/TowardSmoothing.ipynb) +* ## [mesh_mask202108_metadata.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/mesh_mask202108_metadata.ipynb) -* ## [SmoothMouthJdF.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SmoothMouthJdF.ipynb) + **`mesh_mask202108.nc` Metadata** - This notebook takes our original smoothed Salish Sea bathymetry and produces a bathymetry with the mouth of Juan de Fuca identical for the first 6 grid points. + Add metadata to the NEMO-generated mesh mask file for the 202108 bathymetry + so that a well-defined ERDDAP dataset can be produced from it. -* ## [JettyBathymetryTracers.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/JettyBathymetryTracers.ipynb) +* ## [Find TS for new Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Find TS for new Bathymetry.ipynb) - Look at Jetty Bathymetry from Mesh Mask and create a TS file + If topography is deepened, we need to extend Temp and Salinity Downward. + + Also includes a cell to convert to Reference Salinity + +* ## [Process202405-2xrezBathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process202405-2xrezBathymetry.ipynb) + + **Process 202405-2xrez Bathymetry** + + Based on `tools/bathymetry/Process202108Bathymetry.ipynb` notebook. + + Base bathymetry was created in the + https://github.com/SalishSeaCast/analysis-doug/blob/main/notebooks/2xrez-202111/bathymetry-202405-2xrez.ipynb + notebook by following Michael's process. + Its major differences from the double resolution 202207j bathymetry are: + * Changed the Pitt River to be a short, closed stub + * Changed the proxy Fraser River extension to go southward instead of northward, + and to start just east of the mouth of the Pitt River instead of from the Pitt + + Processing steps: + 1. Straighten Channel at North Open Boundary + 2. Straighten Channel at West Open Boundary + 3. Check continuity and Add Missed Islands + 1. Fix Puget Sound + 4. Smooth + 1. Extra smooth Puget Sounnd + 5. Add shallow Steeveston Jetty + 6. Check dredged Fraser River Channel + 7. Check continuity and fix islands: + 1. connect Roche Harbour + 2. remove extra little island on mudflats + 3. don't close north of Read Island + 4. Disconnect Stuart Island + 5. Deepen Tacoma Narrows + 8. Plot up our Final Bathymetry + 9. Write out bathy file and jetty extra friction files + + +* ## [Bathymetry inside NEMO.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Bathymetry inside NEMO.ipynb) + + Notebook to look at the Bathymetry that NEMO actually uses after it does its processing + +* ## [Thalweg Work.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Thalweg Work.ipynb) + + Determine the Thalweg in more Detail and Channelize it * ## [bathyImage.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/bathyImage.ipynb) @@ -200,34 +267,50 @@ Descriptions below the links are from the first cell of the notebooks Other important points? -* ## [Thalweg Work.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Thalweg Work.ipynb) - - Determine the Thalweg in more Detail and Channelize it +* ## [Process201803Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Process201803Bathymetry.ipynb) -* ## [Smooth, preserving thalweg.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/Smooth, preserving thalweg.ipynb) + **Process 2018 03 Bathymetry **** + New Fraser River, taking 2 m up to 0 to narrow the banks - Smooth around the Thalweg + Take the bathymetry produced by Michael including the better resolved river and process it. + We need to do the following steps: + 1. Straighten North Open Boundary + 2. Straighten West Open Boundary + 3. Check continuity and Add Mixed Islands + 3.1 Fix Puget + 4. Smooth + 4.1 Extra smooth Puget + 5. Add shallow Jetty + 6. Check dredged River Channel + 7. Plot up our Final Bathymetry + 8. Write out bathy file and jetty extra friction files + Note: original 201702 processing did Check continuity and add mixed islands and fix Puget after smoothing. -* ## [More Smoothing.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/More Smoothing.ipynb) +* ## [NEMO-GridBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/NEMO-GridBathy.ipynb) - Notebook to take our SalishSea2 bathymetry which was smoothed to dh/hbar = 0.8 and smooth it more to 0.33. - We show below that this makes the Thalweg more rugged as it pulls shallow areas from the sides across the channel. + **NEMO Grid Bathymetry** -* ## [BathyZeroTobaetc.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/BathyZeroTobaetc.ipynb) + This notebook describes the creation + of the `NEMO-forcing/grid/grid_bathy.nc` file + containing the calculated grid level depths at each grid point + that result from NEMO's partial z-step algorithm. + The `grid_bathy.nc` is used to calculate initial conditions + and boundary conditions temperature and salinity values that do not + induce spurious transient flows at the topographic edges of the domain. -* ## [SalishSeaBathy.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/SalishSeaBathy.ipynb) +* ## [JettyBathymetryTracers.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/JettyBathymetryTracers.ipynb) - **Salish Sea NEMO Bathymetry** + Look at Jetty Bathymetry from Mesh Mask and create a TS file - This notebook documents the bathymetry used for the Salish Sea NEMO runs. +* ## [LookAt201803Bathymetry.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/LookAt201803Bathymetry.ipynb) - The first part of the notebook explores and plots the bathymetry. +* ## [bathy_for_jie.ipynb](https://nbviewer.org/github/SalishSeaCast/tools/blob/main/bathymetry/bathy_for_jie.ipynb) ## License -These notebooks and files are copyright by the -[UBC EOAS MOAD Group](https://github.com/UBC-MOAD/docs/blob/main/CONTRIBUTORS.rst) +These notebooks and files are copyright 2013 – present by the +[SalishSeaCast Project Contributors](https://github.com/SalishSeaCast/docs/blob/main/CONTRIBUTORS.rst) and The University of British Columbia. They are licensed under the Apache License, Version 2.0. diff --git a/bathymetry/environment-2xrez.yaml b/bathymetry/environment-2xrez.yaml new file mode 100644 index 00000000..652c10cd --- /dev/null +++ b/bathymetry/environment-2xrez.yaml @@ -0,0 +1,26 @@ +# conda environment description file for preparation and exploration of +# SalishSeaCast v202111 double resolution experiment in mid-2024 +# +# $ conda env create -f environment-2xrez.yaml +# $ conda activate 2xrez-202111 + +name: 2xrez-202111 + +channels: + - conda-forge + - nodefaults + +dependencies: + - arrow + - black + - bottleneck + - cmocean + - h5netcdf + - jupyterlab + - matplotlib + - netcdf4 + - notebook + - pyproj + - python=3.12 + - scipy + - xarray diff --git a/bathymetry/make_readme.py b/bathymetry/make_readme.py index 90c613fb..108a098f 100644 --- a/bathymetry/make_readme.py +++ b/bathymetry/make_readme.py @@ -1,33 +1,31 @@ +# Copyright 2013 – present by the SalishSeaCast Project contributors +# and The University of British Columbia +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. """Jupyter Notebook collection README generator -Copyright by the UBC EOAS MOAD Group and The University of British Columbia. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - https://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. - When you add a new notebook to this directory, rename a notebook, or change the description of a notebook in its first Markdown cell, -please generate a updated `README.md` file with: +please generate an updated `README.md` file with: python -m make_readme and commit and push the updated `README.md` to GitHub. """ - import json -from pathlib import Path import re - +from pathlib import Path NBVIEWER = "https://nbviewer.org/github" GITHUB_ORG = "SalishSeaCast" @@ -41,13 +39,13 @@ def main(): repo_path = Path(*cwd_parts[cwd_parts.index(REPO_NAME) + 1 :]) url = f"{NBVIEWER}/{GITHUB_ORG}/{REPO_NAME}/blob/{DEFAULT_BRANCH_NAME}/{repo_path}" - readme = f"""\ + readme = """\ The Jupyter Notebooks in this directory are for manipulating and visualizing bathymetry netCDF files. The links below are to static renderings of the notebooks via [nbviewer.org](https://nbviewer.org/). -Descriptions below the links are from the first cell of the notebooks +Descriptions under the links below are from the first cell of the notebooks (if that cell contains Markdown or raw text). """ @@ -58,15 +56,14 @@ def main(): license = f""" ## License -These notebooks and files are copyright by the -[UBC EOAS MOAD Group](https://github.com/UBC-MOAD/docs/blob/main/CONTRIBUTORS.rst) +These notebooks and files are copyright 2013 – present by the +[SalishSeaCast Project Contributors](https://github.com/SalishSeaCast/docs/blob/main/CONTRIBUTORS.rst) and The University of British Columbia. They are licensed under the Apache License, Version 2.0. https://www.apache.org/licenses/LICENSE-2.0 Please see the LICENSE file in this repository for details of the license. """ - with open("README.md", "wt") as f: f.writelines(readme) f.writelines(license) diff --git a/bathymetry/plot_tile.py b/bathymetry/plot_tile.py new file mode 100644 index 00000000..6435bbc3 --- /dev/null +++ b/bathymetry/plot_tile.py @@ -0,0 +1,347 @@ +# Copyright 2013 – present by the SalishSeaCast Project contributors +# and The University of British Columbia +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# SPDX-License-Identifier: Apache-2.0 + +""" +Plots tile-wise comparisons of single and double resolution bathymetry maps. + +This function generates subplots for visualizing single resolution bathymetry, +double resolution base bathymetry, and optional final double resolution +bathymetry in both grid index coordinates and geographical coordinates. + +:param x_min_max: Minimum and maximum x-coordinates for slicing. +:type x_min_max: numpy.ndarray + +:param y_slices: Dictionary defining slicing in the y-dimension. +:type y_slices: dict + +:param bathy: The dataset containing single resolution bathymetry data. +:type bathy: xarray.DataArray + +:param dbl_bathy_base: Dataset containing double resolution base bathymetry data. +:type dbl_bathy_base: xarray.DataArray + +:param dbl_bathy: Optional dataset for final double resolution bathymetry data. +:type dbl_bathy: xarray.DataArray or None + +:param vmax: Maximum value for color scale in visualizations, default is 15. +:type vmax: int + +:returns: A tuple with the figure and axes of the plotted bathymetry maps. +:rtype: tuple +""" +from cmap import Colormap +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from matplotlib import pyplot as plt +import matplotlib.cm + +from salishsea_tools import viz_tools + + +# Colour map for plotly traces +colorscale = Colormap("nipy_spectral").to_plotly() + +# Hover text template for plotly traces +hover_tmpl = ( + "Lon: %{x:.3f}
" + "Lat: %{y:.3f}
" + "Depth: %{z:.2f} m
" + "x, y: %{customdata}" + "" +) + + +def _add_plotly_panel( + fig, + x_slices, + y_slices, + bathy_ds, + rez, + colorscale=colorscale, + zmin=4, + zmax=15, + hover_tmpl=hover_tmpl, + row=1, + col=1, +): + """ + Adds a Plotly heatmap panel to an existing figure using bathymetry dataset information. + + This function extracts slices of bathymetric data, longitude, and latitude from the + provided dataset and adds them as a heatmap to the specified subplot of the given figure. + + :param fig: The Plotly figure object to which the heatmap panel will be added. + :type fig: plotly.graph_objects.Figure + + :param x_slices: Indices for longitude slices at different resolutions. + :type x_slices: dict + + :param y_slices: Indices for latitude slices at different resolutions. + :type y_slices: dict + + :param bathy_ds: The Xarray dataset containing bathymetry data. It must include + 'Bathymetry', 'nav_lon', and 'nav_lat' variables. + :type bathy_ds: xarray.Dataset + + :param rez: Key specifying the resolution level for slicing the data. + :type rez: str + + :param colorscale: Colour scale to be used for the heatmap. Defaults to the + value provided in the module scope. + :type colorscale: list + + :param zmin: Minimum z-value for the colour scale to normalize the heatmap values. + Defaults to 4. + :type zmin: float + + :param zmax: Maximum z-value for the colour scale to normalize the heatmap values. + Defaults to 15. + :type zmax: float + + :param hover_tmpl: Custom hover text template for displaying data on hover. Defaults + to the value provided in the module scope. + :type hover_tmpl: str + + :param row: The row index of the subplot in the figure where the heatmap is added. + Defaults to 1. + :type row: int + + :param col: The column index of the subplot in the figure where the heatmap is + added. Defaults to 1. + :type col: int + + :return: None + """ + tile_bathy = bathy_ds.Bathymetry.isel(y=y_slices[rez], x=x_slices[rez]) + tile_lons = bathy_ds.nav_lon.isel(y=y_slices[rez], x=x_slices[rez])[0] + tile_lats = bathy_ds.nav_lat.isel(y=y_slices[rez], x=x_slices[rez])[0] + fig.add_trace( + go.Heatmap( + z=tile_bathy, + y=tile_lats, + x=tile_lons, + customdata=[[(i, j) for i in tile_bathy.x] for j in tile_bathy.y], + zmin=zmin, + zmax=zmax, + colorscale=colorscale, + hovertemplate=hover_tmpl, + ), + row=row, + col=col, + ) + + +def plotly_tile( + x_min_max, + y_slices, + bathy_ds, + dbl_bathy_base_ds, + dbl_bathy_ds=None, + colorscale=colorscale, + zmin=4, + zmax=15, + hover_tmpl=hover_tmpl, +): + """ + Generates a Plotly figure to visualize bathymetric data. The + resulting figure includes either two or three tiled plots based on whether the adjusted double + bathymetry dataset is provided. The single resolution bathymetry and base double resolution bathymetry + are always included as the first two panels. + + :param x_min_max: Array containing the minimum and maximum x-coordinates of the single resolution + bathymetry for the tile. + :type x_min_max: numpy.ndarray + + :param y_slices: Dictionary containing y-coordinate slices for both single and double + bathymetry data, keyed by ``"sgl"`` and ``"dbl"`` respectively. + :type y_slices: dict[str, slice] + + :param bathy_ds: Dataset containing the single resolution bathymetry data. + :type bathy_ds: xarray.Dataset + + :param dbl_bathy_base_ds: Dataset containing the base double resolution bathymetry data. + :type dbl_bathy_base_ds: xarray.Dataset + + :param dbl_bathy_ds: Dataset containing the adjusted double resolution bathymetry data. Defaults + to None. + :type dbl_bathy_ds: xarray.Dataset, optional + + :param colorscale: Colour scale to be used for the heatmap. Defaults to the + value provided in the module scope. + :type colorscale: list + + :param zmin: Minimum z-value for the colour scale to normalize the heatmap values. + Defaults to 4. + :type zmin: float + + :param zmax: Maximum z-value for the colour scale to normalize the heatmap values. + Defaults to 15. + :type zmax: float + + :param hover_tmpl: Custom hover text template for displaying data on hover. Defaults + to the value provided in the module scope. + :type hover_tmpl: str + + :return: A Plotly ``Figure`` object containing the configured subplots for bathymetric + data visualization. + :rtype: plotly.graph_objects.Figure + """ + x_slices = { + "sgl": slice(*x_min_max), + "dbl": slice(*x_min_max * 2), + } + subplot_titles = [ + "bathymetry_202405", + "bathymetry_double_202405_base", + ] + if dbl_bathy_ds is None: + cols = 2 + width = 1600 + else: + cols = 3 + subplot_titles.append("bathymetry_double_202405") + width = 2400 + fig = make_subplots(rows=1, cols=cols, subplot_titles=subplot_titles) + _add_plotly_panel( + fig, + x_slices, + y_slices, + bathy_ds, + "sgl", + col=1, + colorscale=colorscale, + zmin=zmin, + zmax=zmax, + hover_tmpl=hover_tmpl, + ) + _add_plotly_panel( + fig, + x_slices, + y_slices, + dbl_bathy_base_ds, + "dbl", + col=2, + colorscale=colorscale, + zmin=zmin, + zmax=zmax, + hover_tmpl=hover_tmpl, + ) + if dbl_bathy_ds is not None: + _add_plotly_panel( + fig, + x_slices, + y_slices, + dbl_bathy_ds, + "dbl", + col=3, + colorscale=colorscale, + zmin=zmin, + zmax=zmax, + hover_tmpl=hover_tmpl, + ) + fig.update_xaxes(tickformat=".3f") + fig.update_yaxes(tickformat=".3f") + fig.update_layout(height=800, width=width) + return fig + + +def plot_tile( + x_min_max, + y_slices, + bathy, + lons_e, + lats_e, + dbl_bathy_base, + lons_dbl_e, + lats_dbl_e, + dbl_bathy=None, + vmax=15, +): + x_slices = { + "sgl": slice(*x_min_max), + "dbl": slice(*x_min_max * 2), + } + if dbl_bathy is None: + fig, axs = plt.subplots(2, 2, figsize=(24, 12)) + ((ax_sgl, ax_dbl_base), (ax_sgl_map, ax_dbl_base_map)) = axs + else: + fig, axs = plt.subplots(2, 3, figsize=(36, 18)) + ((ax_sgl, ax_dbl_base, ax_dbl), (ax_sgl_map, ax_dbl_base_map, ax_dbl_map)) = axs + + # use spectral colour map to provide lots of contrast between grid cells + cmap = matplotlib.cm.get_cmap("nipy_spectral").copy() + cmap.set_bad(color="burlywood") + + # single resolution bathymetry + # grid index coordinates + bathy.isel(y=y_slices["sgl"], x=x_slices["sgl"]).plot( + ax=ax_sgl, cmap=cmap, vmax=vmax + ) + viz_tools.set_aspect(ax_sgl) + ax_sgl.set_title("bathymetry_202405") + # lon/lat coordinates + tile_lons = lons_e[y_slices["sgl"], x_slices["sgl"]] + tile_lats = lats_e[y_slices["sgl"], x_slices["sgl"]] + ax_sgl_map.pcolormesh( + tile_lons, + tile_lats, + bathy.isel(y=y_slices["sgl"], x=x_slices["sgl"]), + cmap=cmap, + vmax=vmax, + ) + viz_tools.set_aspect(ax_sgl_map, coords="map") + + # double resolution base bathymetry + # grid index coordinates + dbl_bathy_base.isel(y=y_slices["dbl"], x=x_slices["dbl"]).plot( + ax=ax_dbl_base, cmap=cmap, vmax=vmax + ) + viz_tools.set_aspect(ax_dbl_base) + ax_dbl_base.set_title("bathymetry_double_202405_base") + # lon/lat coordinates + tile_lons = lons_dbl_e[y_slices["dbl"], x_slices["dbl"]] + tile_lats = lats_dbl_e[y_slices["dbl"], x_slices["dbl"]] + ax_dbl_base_map.pcolormesh( + tile_lons, + tile_lats, + dbl_bathy_base.isel(y=y_slices["dbl"], x=x_slices["dbl"]), + cmap=cmap, + vmax=vmax, + ) + viz_tools.set_aspect(ax_dbl_base_map, coords="map") + ax_dbl_base_map.grid(True) + + if dbl_bathy is not None: + # final double resolution bathymetry + # useful to show the effect of adjustments made in the Process202405-2xrezBathymetnry.ipynb notebook as we iterate + # grid index coordintes + dbl_bathy.isel(y=y_slices["dbl"], x=x_slices["dbl"]).plot( + ax=ax_dbl, cmap=cmap, vmax=vmax + ) + viz_tools.set_aspect(ax_dbl) + ax_dbl.set_title("bathymetry_double_202405") + # lon/lat coordinates + ax_dbl_map.pcolormesh( + tile_lons, + tile_lats, + dbl_bathy.isel(y=y_slices["dbl"], x=x_slices["dbl"]), + cmap=cmap, + vmax=vmax, + ) + viz_tools.set_aspect(ax_dbl_map, coords="map") + fig.tight_layout() + return fig, axs