diff --git a/gridinfo_coastal_mapping_bios_params.ipynb b/gridinfo_coastal_mapping_bios_params.ipynb new file mode 100644 index 0000000..87a040f --- /dev/null +++ b/gridinfo_coastal_mapping_bios_params.ipynb @@ -0,0 +1,622 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import datetime" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "## Original gridinfo\n", + "australia005_gridinfo_input = (\n", + " \"/g/data/rp23/experiments/2024-04-17_BIOS3-merge/ag9761/data_005/gridinfo_CSIRO_CRU005x005_4tiles.nc\"\n", + ")\n", + "\n", + "## Output filename for the updated gridinfo\n", + "australia005_gridinfo_output= (\n", + " \"/g/data/rp23/experiments/2024-04-17_BIOS3-merge/ag9761/data_005/gridinfo_CSIRO_CRU005x005_4tiles_v3.nc\"\n", + ")\n", + "\n", + "## Note: Supported with VSCode, if failing with KeyError, provide the abspath for the current filename\n", + "current_file_abspath = globals()['__vsc_ipynb_file__']" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Open gridinfo\n", + "australia005_gridinfo_data = xr.open_dataset(australia005_gridinfo_input)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "gridinfo_params = australia005_gridinfo_data.keys()\n", + "\n", + "# BIOS parameters already have the necessary mapping\n", + "bios_params = [\n", + " \"bch\",\n", + " \"clay\",\n", + " \"sand\",\n", + " \"silt\",\n", + " \"ssat\",\n", + " \"sfc\",\n", + " \"swilt\",\n", + " \"hyds\",\n", + " \"sucs\",\n", + " \"css\",\n", + " \"rhosoil\",\n", + " \"mvg\",\n", + " \"c4frac\",\n", + " \"modis_igbp\",\n", + " \"avgannmax_fapar\",\n", + "]\n", + "\n", + "# non-BIOS params from the original gridinfo which are unchanged\n", + "unchanged_params = [\n", + " # Longs and lats\n", + " \"lat_bnds\",\n", + " \"lon_bnds\",\n", + " \"area\", # All values are already filled\n", + " \"gw\",\n", + " \"crs\",\n", + "]\n", + "\n", + "changed_params = [\n", + " 'Nfix',\n", + " 'SoilOrder',\n", + " 'albedo2',\n", + " 'Pdust',\n", + " 'Pwea',\n", + " 'isoil',\n", + " 'cnsd',\n", + " 'Ndep',\n", + " \"patchfrac\",\n", + " 'iveg',\n", + " 'SoilMoist',\n", + " 'SnowDepth',\n", + " 'Albedo',\n", + " 'SoilTemp',\n", + " 'LAI',\n", + " ]\n", + "\n", + "## Sanity Checks\n", + "expected_params = gridinfo_params\n", + "listed_params = bios_params + unchanged_params + changed_params\n", + "assert set(expected_params) == set(listed_params) # Same params in gridinfo and list\n", + "assert len(expected_params) == len(set(expected_params)) # All values are unique in the lists" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Map for a non-ancillary (BIOS) gridinfo parameter which was downscaled from 0.5 degree to 0.05 degrees\n", + "australia005_gridinfo_data[\"Ndep\"].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Used to create the list of non-BIOS points which need to be filled\n", + "australia005_gridinfo_data_iveg = australia005_gridinfo_data[\"iveg\"][0]\n", + "# We take bch as reference parameter (assumption of same valid lon/lats for other BIOS variables)\n", + "australia005_gridinfo_data_bch = australia005_gridinfo_data[\"bch\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'red = original gridinfo, blue = BIOS ancillary')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjsAAAHFCAYAAAAUpjivAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/TGe4hAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB8tUlEQVR4nO3deVxUVf8H8M+A7AqCKKAiuO+l4gZWQiq4pVZuaaipmKUpueZTKu5pmpi5Py6Zltbjkrtibhm4o2URuYMK7jIuCcic3x/+ZpphZmBWZvu8X6/70rlz7plz587M/XJWiRBCgIiIiMhOOVm6AERERETmxGCHiIiI7BqDHSIiIrJrDHaIiIjIrjHYISIiIrvGYIeIiIjsGoMdIiIismsMdoiIiMiuMdghIiIiu8Zgx0ZERkYiMjLS0sXQmzHlTkhIgEQiMW2BNJBIJEhISDD76wDAgAEDEBoaqlPawuVas2YNJBIJrl69atBrp6amonXr1vDx8YFEIkFiYqJB+RRnwIABKF26tE5pQ0NDMWDAALOUoyRJJBKVzcvLC3Xr1sWUKVPw5MkTlbTa3p/8/HwsWbIE4eHh8PHxgYeHB+rWrYtPPvkE9+7d05h+2bJlaNasGfz8/ODp6YmQkBB07doVW7ZsMdu5Gqvw5/rQoUOQSCQ4dOiQYl9JfffJcZSydAHIvi1evNjgYwcPHoz27dubsDSWN3HiRIwcOdKgYzt16oSUlBQEBQUZdPzAgQPx5MkTbNiwAb6+vjoHXaSb7t27Y/To0QCAx48f4/Dhw5g6dSp+++03bNq0qchjnz59io4dO+Lo0aMYMmQIJk6cCA8PD6SkpGDu3Ln47rvvkJSUhNq1ayuOiY2NxebNmxEfH48pU6bAzc0Nly9fxp49e7B37168+eabZj1fQ6WkpKBy5cqWLgY5GAY7Zvb06VN4enpauhglTn7e9erVMziPypUr282Povz9qF69usF5lC9fHuXLlzf4+PPnzyMuLg4dOnQwOA/SLiAgAC1btlQ8btu2La5du4b169fj2bNncHd313rsxx9/jMOHD2PDhg3o1auXYn9UVBS6d++O5s2b4+2338a5c+fg7OyMK1euYOPGjZg0aRKmTJmiSN+mTRvExcVBJpOZ5yRNQPk9KimO+jtM/2IzlgnJq17PnDmD7t27w9fXV3FzE0Jg8eLFaNSoETw8PODr64vu3bvj8uXLKnkIITBnzhyEhITA3d0dTZo0we7duy1xOpDJZJgzZw7q1KkDNzc3VKhQAf369cP169dV0kVGRqJBgwY4cuQIIiIi4OnpiYEDByqeK9yMdf36dXTv3h1lypRB2bJl0bdvX5w8eRISiQRr1qxRpNNUlR0aGorOnTtjz549aNKkCTw8PFCnTh2sWrVKJd2dO3fw4Ycfol69eihdujQqVKiA119/Hb/88ovB74eu5ZY3U/z++++Ijo5GmTJl0KZNG8VzhWtUpFIp4uLiUK5cOZQuXRrt27fH33//rfb6mpqx5O/9yZMn8eqrr8LT0xPVqlXD559/rrjhyY97/vw5lixZomhqkTt//jy6du0KX19fuLu7o1GjRvjmm28Mfp/k/vjjD7Rp0wZeXl4oX748hg8fjqdPnxZ5jLamOk1NHQCwf/9+tGnTBt7e3vD09ESrVq3w888/G112U5E3GTo7O2tNk52djVWrViEmJkYl0JGrVasWxo8fjz/++ANbt24FAEWzlrZaPien4n/aFy1ahNdeew0VKlSAl5cXGjZsiDlz5iA/P18lnS6fMbmHDx9i9OjRqFatmuI3o2PHjvjrr78UaQxtNt64cSOio6MRFBSk0sSnrZmw8Pdv2rRpKFWqFDIzM9XyHjhwIMqVK4dnz57pXS6yDQx2zOCtt95CjRo18OOPP2Lp0qUAgPfffx/x8fFo27Yttm7disWLF+OPP/5AREQEbt26pTh2ypQpGD9+PNq1a4etW7figw8+QFxcHNLT03V67YKCAjx//rzYTZe//D744ANFWbZt24Zp06Zhz549iIiIwN27d1XSZmVl4d1330WfPn2wa9cufPjhhxrzfPLkCaKionDw4EHMnj0bP/zwAwICAjT+yGtz7tw5jB49Gh9//DF++uknvPTSSxg0aBCOHDmiSHP//n0AwOTJk7Fz506sXr0a1apVQ2RkpNoNUxf6ljsvLw9dunTB66+/jp9++knlr29lQgh069YN3377LUaPHo0tW7agZcuWetW+ZGdno2/fvnj33Xexbds2dOjQARMmTMC6desA/Nv8BbxoaklJSVE8Tk9PR0REBP744w989dVX2Lx5M+rVq4cBAwZgzpw5+rxFKvLz89GxY0e0adMGW7duxfDhw7Fs2TK9rnNx1q1bh+joaHh7e+Obb77BDz/8AD8/P8TExOgU8OjyPXn+/DmEEDqVRwihOObhw4f46aef8M0336B3795wcXHRetzBgwfx/PlzdOvWTWsa+XNJSUkAgLp166Js2bKYMmUKli9fblA/rkuXLqFPnz749ttvsWPHDgwaNAhffPEF3n//fbW0xX3GAODRo0d45ZVXsGzZMrz33nvYvn07li5dilq1aiErK0vv8hV24cIFdOzYEStXrsSePXsQHx+PH374AW+88YZaWk3fv/fffx+lSpXCsmXLVNLev38fGzZswKBBg4qsfSMbJ8hkJk+eLACISZMmqexPSUkRAMS8efNU9mdmZgoPDw8xbtw4IYQQDx48EO7u7uLNN99USffrr78KAKJ169bFlqF169YCQLFb//79i8wnLS1NABAffvihyv7jx48LAOI///mP2mv+/PPPGsujXO5FixYJAGL37t0q6d5//30BQKxevVqxT/5+KgsJCRHu7u7i2rVrin3//POP8PPzE++//77W83n+/LnIz88Xbdq0UXt/AYjJkydrPVbfcvfv318AEKtWrVLLp3///iIkJETxePfu3QKAWLBggUq6GTNmqJVr9erVAoC4cuWKYp/8vT9+/LjK8fXq1RMxMTFq5zls2DCVfb179xZubm4iIyNDZX+HDh2Ep6enePjwodo5FEd+/trO6ejRo4p9ISEhKp9FTecohBAHDx4UAMTBgweFEEI8efJE+Pn5iTfeeEMlXUFBgXj55ZdF8+bNiy2nLt+TwtdW37w6dOggHj9+rPb+eHl5KR5//vnnAoDYs2eP1vz/+ecfRX5yO3fuFP7+/orXKleunOjRo4fYtm1bseUtrKCgQOTn54u1a9cKZ2dncf/+fcVzun7Gpk6dKgCIpKSkIl+r8Oe68LUVQvN3X5lMJhP5+fni8OHDAoA4d+6c4rnivn8VKlQQubm5in2zZ88WTk5Oap85si+s2TGDt99+W+Xxjh07IJFI8O6776r8xRgYGIiXX35ZUdOQkpKCZ8+eoW/fvirHR0REICQkRKfXXrZsGU6ePFnsVlw18sGDBwFAbaRM8+bNUbduXbW/nH19ffH6668XW77Dhw+jTJkyah2P33nnneJP7v81atQIVapUUTx2d3dHrVq1cO3aNZV0S5cuRZMmTeDu7o5SpUrBxcUFP//8M9LS0nR+LWPKXfhzoIn8fS58zfv06aNz2QIDA9G8eXOVfS+99JLa+6HJgQMH0KZNGwQHB6vsHzBgAJ4+faqoATKEtnOSn7MxkpOTcf/+ffTv31+txrJ9+/Y4efKkWvNGYbp8T06ePKmx5kCTnj17Ko45cuQIvvrqK5w6dQrt27dHbm6u0ecMQKX5sWPHjsjIyMCWLVswZswY1K9fH1u3bkWXLl0wfPjwYvNKTU1Fly5dUK5cOTg7O8PFxQX9+vVDQUGBWjOqLp+x3bt3o1atWmjbtq2RZ6nZ5cuX0adPHwQGBirK27p1awDQ+J3W9P0bOXIkbt++jR9//BHAi6b6JUuWoFOnTuywb+fYQdkMCrej37p1C0IIBAQEaExfrVo1AP+2wwcGBqql0bRPkxo1auhU7V5cm35RfQIqVqyodiPVdYTQvXv3NL4P2t4bTcqVK6e2z83NDf/884/i8ZdffonRo0dj6NChmDZtGvz9/eHs7IyJEycaFOzoW25PT094e3vrlG+pUqXUzknX6w3o9n4U9frarrH8eUMUdU6G5qlM3vTbvXt3rWnu378PLy8vrc83atRIp9cqqr+NsvLly6Np06aKx6+++irKly+Pd955B2vWrNHYPARAEbhfuXJFa97y5woHpR4eHujWrZuimSsjIwMdOnTAokWL8MEHH6B+/foa88vIyMCrr76K2rVrY8GCBQgNDYW7uztOnDiBYcOGqX12dPmM3blzR+WPEFN6/PgxXn31Vbi7u2P69OmoVasWPD09kZmZibfeekutvNq+f40bN8arr76KRYsWoW/fvtixYweuXr2q1rRF9ofBjhkU7lTr7+8PiUSCX375BW5ubmrp5fvkPyjZ2dlqabKzs3X6y6NNmzY4fPhwsen69++v0qm2MHlZsrKy1EZE3bx5E/7+/ir7dJ0To1y5cjhx4oTafk3nbIx169YhMjISS5YsUdn/6NEjg/LTt9z6vB/Pnz/HvXv3VG4opn4/inp9Tf0pbt68CQBq11lXRZ2TphunnLzPROGakMJ9xOTlWrhwodbRPcUF0EX1o1G2evVqg+cCeumllwC86GemTVRUFEqVKoWtW7di6NChGtPIOya3a9euyNerUqUKhgwZgvj4ePzxxx9ag52tW7fiyZMn2Lx5s0qt8dmzZ4vMvyjly5dXG7xgKgcOHMDNmzdx6NAhRW0O8KJDtCZFff9GjBiBHj164MyZM/j6669Rq1atYt9Xsn0MdkpA586d8fnnn+PGjRvo2bOn1nQtW7aEu7s71q9fr1IFm5ycjGvXrukU7CxbtkynG3pxNzF5k9S6devQrFkzxf6TJ08iLS0Nn376abGvoUnr1q3xww8/YPfu3SqdcDds2GBQftpIJBK1wPK3335DSkqK2l/HujBXuaOiojBnzhysX78eI0aMUOz/7rvvjMpXV23atMGWLVtw8+ZNRW0OAKxduxaenp5GDRPWdk5FTTIp/4z/9ttvKnPKbNu2TSVdq1atULZsWfz55586NdlocvLkSZ3SVa1a1aD8gX+DhwoVKmhNExgYiIEDB2L58uXYuHGjWifuv//+G7Nnz0b9+vUVNTiPHj2CRCLRODmhvOZS+XoWJg8GlL8jQgisWLFCp/PSpEOHDpg0aRIOHDigU5O2PjSVF4BBNTJvvvkmqlSpgtGjR+Pw4cOYP38+JzB0AAx2SkCrVq0wZMgQvPfeezh16hRee+01eHl5ISsrC0ePHkXDhg3xwQcfwNfXF2PGjMH06dMxePBg9OjRA5mZmUhISNC5WUP5BmGM2rVrY8iQIVi4cCGcnJzQoUMHXL16FRMnTkRwcDA+/vhjg/Lt378/5s+fj3fffRfTp09HjRo1sHv3buzduxeAbkNmddG5c2dMmzYNkydPRuvWrZGeno6pU6eiatWqeP78udWUOzo6Gq+99hrGjRuHJ0+eoGnTpvj111/x7bffGpSfviZPnowdO3YgKioKkyZNgp+fH9avX4+dO3dizpw58PHxUaSNjIzE4cOHdWomdXV1xbx58/D48WM0a9YMycnJmD59Ojp06IBXXnlF63HNmjVD7dq1MWbMGDx//hy+vr7YsmULjh49qpKudOnSWLhwIfr374/79++je/fuqFChAu7cuYNz587hzp07arV6hSk3OZnCrVu3cOzYMQDAs2fPcPbsWUyfPh1ly5bFe++9V+SxX375JdLT0/Huu+/iyJEjeOONN+Dm5oZjx45h7ty5KFOmDDZt2qRoUktPT0dMTAx69+6N1q1bIygoCA8ePMDOnTuxfPlyREZGIiIiQuvrtWvXDq6urnjnnXcwbtw4PHv2DEuWLMGDBw8MPv/4+Hhs3LgRXbt2xSeffILmzZvjn3/+weHDh9G5c2dERUUZnHdERAR8fX0xdOhQTJ48GS4uLli/fn2RNWbaODs7Y9iwYRg/fjy8vLzsYgZv0oFl+0fbF/kIgjt37mh8ftWqVaJFixbCy8tLeHh4iOrVq4t+/fqJU6dOKdLIZDIxa9YsERwcLFxdXcVLL70ktm/frjaqqSQUFBSI2bNni1q1agkXFxfh7+8v3n33XZGZmamSrnXr1qJ+/foa89BU7oyMDPHWW2+J0qVLizJlyoi3335b7Nq1SwAQP/30kyKdttFYnTp1KvZ1cnNzxZgxY0SlSpWEu7u7aNKkidi6davaaCghdBuNpU+5C4+2Uabp9R8+fCgGDhwoypYtKzw9PUW7du3EX3/9pfNoLE3vvbbzLDwaSwghfv/9d/HGG28IHx8f4erqKl5++WWNI5DCwsJEYGCgxvMq/NpeXl7it99+E5GRkcLDw0P4+fmJDz74QG1kUuHRWEII8ffff4vo6Gjh7e0typcvLz766COxc+dOtRE7Qghx+PBh0alTJ+Hn5ydcXFxEpUqVRKdOncSPP/5YbDlNCYVGYbm4uIhq1aqJ9957T1y8eFElrbbPR15enli0aJFo0aKFKF26tHBzcxO1a9cW48aNE3fv3lVJ++DBAzF9+nTx+uuvi0qVKglXV1fh5eUlGjVqJKZPny6ePn1abJm3b98uXn75ZeHu7i4qVaokxo4dqxgdqPw+6/MZe/DggRg5cqSoUqWKcHFxERUqVBCdOnUSf/31l8p7ZchorOTkZBEeHi48PT1F+fLlxeDBg8WZM2c0jobU9v2Tu3r1qgAghg4dWmQ6sh8SIXScRILIjGbOnInPPvsMGRkZNjVrsq2WW1+PHj2Cn58fEhMTMWzYMEsXh8goCxcuxIgRI3D+/Hmt/ZrIvrAZi0rc119/DQCoU6cO8vPzceDAAXz11Vd49913rTpgsNVym8KRI0dQqVIlxMXFWbooRAZLTU3FlStXMHXqVHTt2pWBjgNhzQ6VuFWrVmH+/Pm4evUqcnNzUaVKFfTp0wefffYZXF1dLV08rWy13ET0QmhoKLKzs/Hqq6/i22+/1WuKB7JtDHaIiIjIrnEGZSIiIlIjHxlYsWJFSCQSxXxPRTl8+DDCwsLg7u6OatWqKdaHVLZp0ybUq1cPbm5uqFevHrZs2WKG0qtisENERERqnjx5gpdfflnRX7E4V65cQceOHfHqq68iNTUV//nPfzBixAhs2rRJkSYlJQW9evVCbGwszp07h9jYWPTs2RPHjx8312kAYDMWERERFUMikWDLli2KiS01GT9+PLZt26ayJM/QoUNx7tw5xTp7vXr1glQqxe7duxVp2rdvD19fX3z//fdmKz9HYxUik8lw8+ZNlClThrNqEhFRkYQQePToESpWrGiySVELe/bsGfLy8kySlxBC7d7m5uamcSkjfaWkpCA6OlplX0xMDFauXIn8/Hy4uLggJSVFbVLamJgYJCYmGv36RWGwU8jNmzcNWk6AiIgcV2ZmplmmoHj27BnKeZTGUxSYJL/SpUvj8ePHKvsmT56MhIQEo/POzs5WW5MuICAAz58/x927dxEUFKQ1jbnXA2SwU0iZMmUAABcvXFD8n4BPApup7fs8W7e1heyxHESmVKndaADAjaR5Fi5JydL0fTaGJX4LHj16hBo1a5rtfpGXl4enKEA/VIKrkd1s8yDD2sc3kJmZqbIqvClqdeQK1xrJe8oo79eUxtwtKQx2CpG/4WXKlFH5MDg6TV8yS7w/1lIOIlN6dNzwBThtmbE378Is+Vtg7pu1K5zgKjHy/fr/Hrre3t5mea8CAwPVamhu376NUqVKoVy5ckWmKVzbY2ocjUVERGTlnCUSk2zmFB4ejqSkJJV9+/btQ9OmTeHi4lJkmqIWrjUF1uwQERFZOScJ4GxkrOIEKGp3dPH48WNcvHhR8fjKlSs4e/Ys/Pz8UKVKFUyYMAE3btzA2rVrAbwYefX1119j1KhRiIuLQ0pKClauXKkyymrkyJF47bXXMHv2bHTt2hU//fQT9u/fj6NHjxp3csXg0PNCpFIpfHx8cCs7m80jRFQivCOGQZq8yNLFIANIpVIEBAYiJyfHLPcM+T3pA6cqcDOyGStXyLBElqFzWQ8dOoSoqCi1/f3798eaNWswYMAAXL16FYcOHVI8d/jwYXz88cf4448/ULFiRYwfPx5Dhw5VOf5///sfPvvsM1y+fBnVq1fHjBkz8NZbbxl1bsVhsFMIgx0iKmkMdmxXSQU7w51DTBLsfF1wzWxltWbss0NEZGHKgY53xDALloSslbPENJujYrBDRGQlGOgQmQc7KBMRWZhykMPmLNLEFKOpnOG4VTsMdojsTLxnXbV9iU/TdEq3qtHrvNmWsHjPupBquD7y5+Q0XUNyHKZohnI2TVFsEpuxiIiIyK6xZoeIiMjKsRnLOKzZIbJTRTV7eEcMUzyv/C+bsIiskwQvbtjGbI4b6jDYIbJJ8g6tyh1bvSOGKYKYwoFMYYWDGnk6ax4NZM1lMxf20yE5W1guwpqxGYvIxhS+6RcXBGi7YcZ71kXi0zTVjsqNXlfL01pqe6ylHKbGgIbI/BjsENkQ5ZE7RY3iKXyMphuqptqfxP//Vzmw0HV0FxGZD0djGYfNWEQ2Rh586BJwaApUikuv7zFEZH4vgh1jm7EsfRaWw2CHyIYo98eR0xacGBq0FM5f02vKmaMfjSP2zSEi82IzFpENKS6wSVRq4jK1wgGPuQIde+2bo4mjnS8Zjs1YxmGwQ2RHSqoJqvAoMDljbty88Wsm70TO98excZ4d4zDYIbIhhvbTMXUQpO2mq2mEl9qIL215aklXVG2VrXWULnwOA3U8LvFpGhLB5SOIDMU+O0SkcuM0JjBSHuGly3w/ysfZQzCjK13fFyI5J8m/TVmGbk6OW7HDYIfI3hhyI5XXyBTVGdlU5VL+v/z1dBlhZm8Bgr7nwVFyjo2TChqHwQ6RHdK0FIT838JBhzkDHE3l0ji/j5b9hW/w9hDw2HLZiWwV++wQ2RFNnVi1BRfWijUYmplzpB1ZP47GMg6DHSI7YE8jdYoLxHizJ0fEYMc4DHaI7IA0eZHOy0fYKvkQd1s+R3n/JGuuWSPrxKHnxmGfHSI7wRuo9ZPXShk74o3Xmkg/DHaIbJR3xDCHWlpBmrzIrprqjAl42JTneJxh/NBzNmMRERGR1XIyQTOWE4eeE5EtcaQaHTl7OWdTDJ9nMxaRflizQ2Rj7OWmrw976XzNIIUMZZLRWI5bscNgh8iW2MtNXx/2NHrJns6FSpZJRmOxGYuIyPqwIy4RmQJrdohsjL3XDmhaIsLez5moOGzGMg5rdohsjLHDlm2NvZ2rqc7HEftuOTIuBGoc1uwQ2RB7WAizKPYW2BRmr9eNyNox2CGyUso3ft4kNQdCfF/IUThJJEbPk+PI8+ww2CGycryhkyb2Mps06UbiLIHEybhgReLAwQ777BCR1Sgc2BX32Jawjw0Zw8lZYpLNUTHYIdKDo61HZQnKAY22pjxbDnqIqOQx2CHSg7zpQB7wMPgxPV365th7R2Zd8HPnYJydIDFyg7P+t/zFixejatWqcHd3R1hYGH755RetaQcMGACJRKK21a9fX5FmzZo1GtM8e/bMoLdFVwx2iAopfBNRfqzt/0TFYR8bMobESfKi344xm559fjZu3Ij4+Hh8+umnSE1NxauvvooOHTogIyNDY/oFCxYgKytLsWVmZsLPzw89evRQSeft7a2SLisrC+7u7ga/N7pgB2WiQgaePaCoOUh8mqbyuKilGkw9WsiRm2oKn7t3xDAGC4XI3w+O2iNz+fLLLzFo0CAMHjwYAJCYmIi9e/diyZIlmDVrllp6Hx8f+Pj4KB5v3boVDx48wHvvvaeSTiKRIDAw0LyFL4Q1O0QaaOofUtyNxJQ3GtYa2Sc2v5GhTNlBWSqVqmy5ublqr5eXl4fTp08jOjpaZX90dDSSk5N1KvPKlSvRtm1bhISEqOx//PgxQkJCULlyZXTu3BmpqakGviu6Y7BDDk1TnxtNwY2ugQz/sjZcvGddrcGANHlRkc/bipL+fLBPmf2QODmZZAOA4OBgRS2Mj4+Pxlqau3fvoqCgAAEBASr7AwICkJ2dXWx5s7KysHv3bkWtkFydOnWwZs0abNu2Dd9//z3c3d3RqlUrXLhwwYh3p3hsxiKHVrhpxBTNJcYu58CbExmDnx8qTmZmJry9vRWP3dzctKYtPDePEEKn+XrWrFmDsmXLolu3bir7W7ZsiZYtWyoet2rVCk2aNMHChQvx1Vdf6XgG+mPNDpESa+gXYg1lKGm2XmNjSaxNdAymbMby9vZW2TQFO/7+/nB2dlarxbl9+7ZabU9hQgisWrUKsbGxcHV1Lfq8nJzQrFkz1uwQmYqm1bQ1PW+Km4extTuOFvDo8p7zpq6d8nuj6bNT3GefrJ98RJVReUD3411dXREWFoakpCS8+eabiv1JSUno2rVrkccePnwYFy9exKBBg4p9HSEEzp49i4YNG+pcNkPYTM3OjBkzEBERAU9PT5QtW1ZjGk1j95cuXVqyBSWboO3H3pQ3Ad5QyFokPk1TbES6GjVqFP773/9i1apVSEtLw8cff4yMjAwMHToUADBhwgT069dP7biVK1eiRYsWaNCggdpzU6ZMwd69e3H58mWcPXsWgwYNwtmzZxV5movN1Ozk5eWhR48eCA8Px8qVK7WmW716Ndq3b694rDwMjqioH3tz3Ajk/ScMqamJ96xr9zcnRzhHIlN4UbNjXP2EBDK90vfq1Qv37t3D1KlTkZWVhQYNGmDXrl2K0VVZWVlqc+7k5ORg06ZNWLBggcY8Hz58iCFDhiA7Oxs+Pj5o3Lgxjhw5gubNmxt2UjqSCCGEWV/BxNasWYP4+Hg8fPhQ7TmJRIItW7aodYjSh1QqhY+PD25lZ6t04CLbZ8pmKl0V7vCs3Hm0uADIEeZPYbBjGZy3yHSkUikCAgORk5NjlnuG/J60K6wZvJyNq594UvAcHU+fNFtZrZnNNGPpavjw4fD390ezZs2wdOlSyGRFR7K5ublqcw6Q/bKmG6t8WHBRszKz6cG+WFNHbI7asi0SyYsZkI3auOq5fZg2bRp+/PFH7N+/H71798bo0aMxc+bMIo+ZNWuWynwDwcHBJVRasgRL3WyKa85y1GUoGMhZliN91sixWbTPTkJCAqZMmVJkmpMnT6Jp06Y65ffZZ58p/t+oUSMAwNSpU1X2FzZhwgSMGjVK8VgqlTLgsQPaghr5KKmSusnKJ8OTFjNaBoBaOkfjCM121kJ5qQlLNO+S/pycneBkZJ8dJ2FX9Rt6sWiwM3z4cPTu3bvINKGhoQbn37JlS0ilUty6dUvrvABubm5FTqhEtq9wgGOtP+qFy6U8fN1ay2xKxg7XtwWOcB3JPEwy9Fw4bjOWRYMdf39/+Pv7my3/1NRUuLu7ax2qTvalcKfLwsGCpTrDGvPajnZzdLTztTRHCDCJABsaep6RkYH79+8jIyMDBQUFOHv2LACgRo0aKF26NLZv347s7GyEh4fDw8MDBw8exKeffoohQ4aw5sZBaGoekt88LT3qhzdx/XC0EJEq1uwYx2aCnUmTJuGbb75RPG7cuDEA4ODBg4iMjISLiwsWL16MUaNGQSaToVq1apg6dSqGDWMHPCJbxIDH/FirYzvYZ8c4NhPsrFmzBmvWrNH6fPv27VUmEyTH5R0xTK2jryVqVixdm2TLlDvQymlqcrGl95fBG5HlOG6YR2RmtnQjtlbK8wyxFsL0+Bm1If/fjGXMBiObwWwZgx0isnraRtJxnhhyFE4SCZycjNw4qSCR/WBTgX3SVAvBa01EumCwQ3aJTR72j00w5Egkzk4m2RyVzXRQJiICVIMcY1aVpxc4145tcHKWwMnIPjdOMsdtxmKwQzZF04+ypn4cA0uqQGRR2kZtEdkbk8yzw2CHyHZwdA4VxgCHiIriuA14ZNOUAx1NI3J483Nc3hHDrG6UlrWVh2wP++wYx3HPnGyWpkU95TcT+cRt8tWcWfvjuBhgkD1xcv63347hm6XPwnLYjEVWSZfZZjX11ZEmL9I4gzKRITjrMZF9YLBDVkN5hfKibjCFg5zCaXlzcmyFr7+22r2imjpNMcpL+XWtPfjWNiKLzcHWQ+IkgcTJyA7KRh5vy9iMRTaFP76kL30/M6Yezs7PLJmCk5OTYjFQgzcnx73lO+6Zk9XT1OeC/XDIEMprbBVHmrzIIWsHGZSRPWMzFlkNfX5s5Z2UubI46aOkJyS0tc8mJxi0XiaZZ4cLgRLZHgY6ZArmGqpuy59NWy67veLQc+M47pmT1SjqZlPUTYg/yGRKHKr+Amt3yB6xGYssQpeRV8r7Cy8HwB9jMpa2zx2XniBrJHFygsTIDsbGHm/LHPfMyaYx4CFrZou1RAzyrJvRI7H+f3NUjnvmZHH6/KBqSssfZCLT4ffJypmivw6DHSIiAnjTJ7JH7LNDNoNNV1RSjAl4bLEJSxMGfdZF4mT8aCpH7rPDYIeIqAj6BNjFLXVCZCh2UDYOgx2yKfxrk0qa8mfOkHW2bBkXQiV7wWCHiEhH9hrUaMNAx3q86GTsbGQeBSYqje1x3Dotsjj2vyEi0g1nUDaO4545EREROQQGO2RRrN0hIiqek5OTSTZH5bhnTkREZCMs1Yy1ePFiVK1aFe7u7ggLC8Mvv/yiNe2hQ4cgkUjUtr/++ksl3aZNm1CvXj24ubmhXr162LJli97l0heDHbIoR+vwSWQrWOtqXSwR7GzcuBHx8fH49NNPkZqaildffRUdOnRARkZGkcelp6cjKytLsdWsWVPxXEpKCnr16oXY2FicO3cOsbGx6NmzJ44fP27Q+6IrBjtkMQx0iKyX/PtpL5Mkkv6+/PJLDBo0CIMHD0bdunWRmJiI4OBgLFmypMjjKlSogMDAQMXmrDSKLDExEe3atcOECRNQp04dTJgwAW3atEFiYqJZz4XBDlkEAx0iIt1JJE6KiQUN3iQvbvlSqVRly83NVXu9vLw8nD59GtHR0Sr7o6OjkZycXGRZGzdujKCgILRp0wYHDx5UeS4lJUUtz5iYmGLzNBaDHSpx/EuRyDbIJxXkd9byTNmMFRwcDB8fH8U2a9Ystde7e/cuCgoKEBAQoLI/ICAA2dnZGssYFBSE5cuXY9OmTdi8eTNq166NNm3a4MiRI4o02dnZeuVpKpxUkMxO3vYvr83hRGVEtkH+XZUmL1L7HpPtyszMhLe3t+Kxm5ub1rQSiUTlsRBCbZ9c7dq1Ubt2bcXj8PBwZGZmYu7cuXjttdcMytNUGOwQEVGR2FnZ8kwxKaD8eG9vb5VgRxN/f384Ozur1bjcvn1brWamKC1btsS6desUjwMDA43O0xBsxqISwb8GiewDm7Qsw8nZySSbrlxdXREWFoakpCSV/UlJSYiIiNA5n9TUVAQFBSkeh4eHq+W5b98+vfI0BGt2iIhIZ2yGdhyjRo1CbGwsmjZtivDwcCxfvhwZGRkYOnQoAGDChAm4ceMG1q5dC+DFSKvQ0FDUr18feXl5WLduHTZt2oRNmzYp8hw5ciRee+01zJ49G127dsVPP/2E/fv34+jRo2Y9FwY7REREVk7iJIHEyBmQJU769Yvp1asX7t27h6lTpyIrKwsNGjTArl27EBISAgDIyspSmXMnLy8PY8aMwY0bN+Dh4YH69etj586d6NixoyJNREQENmzYgM8++wwTJ05E9erVsXHjRrRo0cKocyuORAghzPoKNkYqlcLHxwe3srOLbdMkInIU7KCsmVQqRUBgIHJycsxyz5Dfky7N/ABl3LV3JNbFo2e5qP6fJWYrqzVjzQ4RERUr8Wka4j3rauyszACIrB2DHTIr+TwdRGT7lIMajtAqWaYcjeWIHPfMyew4aoPIfskDH9bqlAxTzqDsiFizQ0REBmGgU3Ikzs5wUlpjytA8HJVOwU6TJk30ylQikWDbtm2oVKmSQYUi28daHSLHUfj7zqZrsjY6BTtnz57F6NGjUbp06WLTCiHw+eefa1xYjOxLUR0V+WNH5Dg0fd8L/z6wFsg47LNjHJ2bscaOHYsKFSrolHbevHkGF0iTq1evYtq0aThw4ACys7NRsWJFvPvuu/j000/h6uqqSJeRkYFhw4bhwIED8PDwQJ8+fTB37lyVNGQ+/DEjIjIPBjvG0SnYuXLlCsqXL69zpn/++ScqVqxocKEK++uvvyCTybBs2TLUqFED58+fR1xcHJ48eYK5c+cCAAoKCtCpUyeUL18eR48exb1799C/f38IIbBw4UKTlYVUMcAhIiJrp1OwI58tUVfBwcEGFUab9u3bo3379orH1apVQ3p6OpYsWaIIdvbt24c///wTmZmZikBr3rx5GDBgAGbMmOFwEyiVBAY6REQlQz6iytg8HJVBo7EePnyIEydO4Pbt25DJZCrP9evXzyQFK05OTg78/PwUj1NSUtCgQQOVGqWYmBjk5ubi9OnTiIqK0phPbm6uSv8iqVRqvkLbCXlnRPbLISJtOCePabEZyzh6Bzvbt29H37598eTJE5QpUwYSyb9rbUgkkhIJdi5duoSFCxeq9A3Kzs5WWyLe19cXrq6uasvJK5s1axamTJlitrLaAm3BC0dUEZEpJD5N4x9JZFF6BzujR4/GwIEDMXPmTHh6ehr14gkJCcUGGidPnkTTpk0Vj2/evIn27dujR48eGDx4sEpa5cBLTgihcb/chAkTMGrUKMVjqVRq8mY4a6Ft9JS2Hx/+KBGRqSj/nhRV08Pmcc0kThLja3b0XAjUnugd7Ny4cQMjRowwOtABgOHDh6N3795FpgkNDVX8/+bNm4iKilIsNa8sMDAQx48fV9n34MED5Ofnq9X4KHNzc4Obm3GLq9kq/qgQkSWwiUt/7LNjHL2DnZiYGJw6dQrVqlUz+sX9/f3h7++vU9obN24gKioKYWFhWL16NZwKXbTw8HDMmDEDWVlZCAoKAvCi07KbmxvCwsKMLqu9YaBDRESOQqdgZ9u2bYr/d+rUCWPHjsWff/6Jhg0bwsXFRSVtly5dTFtCvKjRiYyMRJUqVTB37lzcuXNH8VxgYCAAIDo6GvXq1UNsbCy++OIL3L9/H2PGjEFcXBxHYilhkENE1kT+m8QanqJJnJwhcTJyuQgjj7dlOgU73bp1U9s3depUtX0SiQQFBQVGF6qwffv24eLFi7h48SIqV66s8pwQAgDg7OyMnTt34sMPP0SrVq1UJhV0VGpTuDPQISKyTU7OLzZj83BQOgU7hYeXl7QBAwZgwIABxaarUqUKduzYYf4ClSBD/9opquMxEZE1Ya2ODpycXmzG5uGg9D7ztWvXalz3Ki8vD2vXrjVJocg4bKoiIiL6l97BznvvvYecnBy1/Y8ePcJ7771nkkKROnkAk/g0TWswU9RzRETWir9bxZM4O5tkc1R6j8bSNm/N9evX4ePjY5JC2TPviGF6NS8p/wgU/r+86pc/FEREdo59doyic7DTuHFjSCQSSCQStGnTBqVK/XtoQUEBrly5orJ+FWmma6Cjy2yjDHKIyF4o/wFHZGo6BzvyEVlnz55FTEwMSpcurXjO1dUVoaGhePvtt01eQEfEZRqIyBHJl5Xg4AoNnJxMULPjuB2UdQ52Jk+ejIKCAoSEhCAmJkYxcR8ZRtvSDQCXaSAixyX//VP+jWQtNmdQNpZeZ+7s7IyhQ4fi2bNn5iqPw+KXmYiIyDz0DvMaNmyIy5cvm6MsREREpInE+d9OyoZuEsftoKx3sDNjxgyMGTMGO3bsQFZWFqRSqcpG+uFwcSIidfxdLMTYQMcUo7lsmN5Dz+Ujrrp06aIyBF0+JN0cy0XYK36ZiYiIzE/vYOfgwYPmKIddK9wZmbU5RGSt4j3rWs3vE4ej/4sdlI2jd7DTunVrc5TDYVjLjwgRkSb8jbJSnFTQKHoHOwDw8OFDrFy5EmlpaZBIJKhXrx4GDhzIGZSJiIjMgfPsGEXvMz916hSqV6+O+fPn4/79+7h79y6+/PJLVK9eHWfOnDFHGW2afIJANl0RERFZht41Ox9//DG6dOmCFStWKJaMeP78OQYPHoz4+HgcOXLE5IW0VsUt6aAc6BARERnKFAt5OvJCoAbV7IwfP15lbaxSpUph3LhxOHXqlEkLR0REpmGrHX35x+L/c3Iyzeag9K7Z8fb2RkZGBurUqaOyPzMzE2XKlDFZwaydtlod5ZXIuewDEVkLBg3kyPQO83r16oVBgwZh48aNyMzMxPXr17FhwwYMHjwY77zzjjnKaHP4o0JEZD4OuVgyJxU0it7Bzty5c/HWW2+hX79+CA0NRUhICAYMGIDu3btj9uzZ5iijzXDILyAREZmdxMnZJJu+Fi9ejKpVq8Ld3R1hYWH45ZdftKbdvHkz2rVrh/Lly8Pb2xvh4eHYu3evSpo1a9ZAIpGobeZec1PvYMfV1RULFizAgwcPcPbsWaSmpuL+/fuYP38+3NzczFFGq6Mc1Cj/X5q8iLU6RGTT4j3rWl3/Hk1/SOq6jwy3ceNGxMfH49NPP0VqaipeffVVdOjQARkZGRrTHzlyBO3atcOuXbtw+vRpREVF4Y033kBqaqpKOm9vb2RlZals7u7uZj0Xg+bZAQBPT080bNjQlGWxSeyXQ0T2QrnPobXxjhim9nuraZ/dkpigg7FEv+O//PJLDBo0CIMHDwYAJCYmYu/evViyZAlmzZqllj4xMVHl8cyZM/HTTz9h+/btaNy48b/FkEgQGBiof/mNoHew8+TJE3z++ef4+eefcfv2bchkMpXn7XlFdPk06spfLvk+fX8kNP0F4jBfWiKyStYY5ADqv40Dzx5QK2u8Z11INSwvYa3npC9Dm6EK56GrvLw8nD59Gp988onK/ujoaCQnJ+uUh0wmw6NHj+Dn56ey//HjxwgJCUFBQQEaNWqEadOmqQRD5qB3sDN48GAcPnwYsbGxCAoKUlkM1BHJv0j28oUiIrJF/A3WnVQqVXns5uam1g3l7t27KCgoQEBAgMr+gIAAZGdn6/Q68+bNw5MnT9CzZ0/Fvjp16mDNmjVo2LAhpFIpFixYgFatWuHcuXOoWbOmgWdUPL2Dnd27d2Pnzp1o1aqVOcpDRERUpKICG/lz1tbvyGgmXC4iODhYZffkyZORkJCg8ZDCFRpCCJ0qOb7//nskJCTgp59+QoUKFRT7W7ZsiZYtWyoet2rVCk2aNMHChQvx1Vdf6XometM72PH19VWrknIk1rQiMBERqbO7QAcwzaSA/398ZmYmvL29Fbs1DS7y9/eHs7OzWi3O7du31Wp7Ctu4cSMGDRqEH3/8EW3bti2mSE5o1qwZLly4oOtZGETvd27atGmYNGkSnj59ao7y2AS7/CIREZHVki8XYewGvBgNpbxpCnZcXV0RFhaGpKQklf1JSUmIiIjQWs7vv/8eAwYMwHfffYdOnToVe15CCJw9exZBQUF6viP60btmZ968ebh06RICAgIQGhoKFxcXlee5GCgREZHtGzVqFGJjY9G0aVOEh4dj+fLlyMjIwNChQwEAEyZMwI0bN7B27VoALwKdfv36YcGCBWjZsqWiVsjDwwM+Pj4AgClTpqBly5aoWbMmpFIpvvrqK5w9exaLFpl3gI7ewU63bt3MUAzbYopmLI68IiIinZliBmQ9j+/Vqxfu3buHqVOnIisrCw0aNMCuXbsQEhICAMjKylKZc2fZsmV4/vw5hg0bhmHD/h1x3L9/f6xZswYA8PDhQwwZMgTZ2dnw8fFB48aNceTIETRv3ty4cyuGRAghzJHx999/jy5dusDLy8sc2ZuNVCqFj48PbmVnq7RpAtY9BwUREb2g3NXA3L/XUqkUAYGByMnJUbtnmCp/Hx8f3D+5G96ljbufSh8/gV+zDmYrqzUz2xKo77//Pm7dumWu7ImIiIh0YvAMysUxU4URERGRw5E4OUFi5GgsY4+3ZY575kREZJfssquBxAQrnkscd9Vzs9XsEBERWYuS7MdD1ofBjp74JSEisn5291stkei9kKfGPBwUm7H0YHdfHiIiO2c3k8BKnEyzOSiznXlISIjahINEREQlKVHDSujkePQOdjIzM3H9+nXF4xMnTiA+Ph7Lly9XSXf+/Hm1xcZsmXfEsOITERGR1bGHWnkhcTLJ5qj0PvM+ffrg4MGDAIDs7Gy0a9cOJ06cwH/+8x9MnTrV5AUkIiIyls0HPGzGMoreZ37+/HnFtM4//PADGjRogOTkZHz33XeK6aCJiIisTeGAJ96zru00cUkkptkclN7BTn5+vmKF1P3796NLly4AgDp16iArK8u0pSMiIjIhm6/hIYPoHezUr18fS5cuxS+//IKkpCS0b98eAHDz5k2UK1fO5AW0BuyvQ0Rkf2wq8HFyMs3moPQ+89mzZ2PZsmWIjIzEO++8g5dffhkAsG3bNrOvWmopXKGciIgsiR2UjaP3pIKRkZG4e/cupFIpfH19FfuHDBkCT09PkxaOiIjInGyqdocMZtAMykIInD59GpcuXUKfPn1QpkwZuLq6MtghIiKbo6mTsqYgSFO6qdnHzVImNaYYTeXANTt6n/m1a9fQsGFDdO3aFcOGDcOdO3cAAHPmzMGYMWNMXkAAuHr1KgYNGoSqVavCw8MD1atXx+TJk5GXl6eSTiKRqG1Lly41SRnYlEVEZJ9sonaHQ8+NonfNzsiRI9G0aVOcO3dOpUPym2++icGDB5u0cHJ//fUXZDIZli1bhho1auD8+fOIi4vDkydPMHfuXJW0q1evVnSaBgAfHx+zlImIiOwHZ1q2b3oHO0ePHsWvv/4KV1dXlf0hISG4ceOGyQqmrH379ioBTLVq1ZCeno4lS5aoBTtly5ZFYGCgWcoR71nXNv4CICIivcl/360y6GEzllH0PnOZTIaCggK1/devX0eZMmVMUihd5OTkwM/PT23/8OHD4e/vj2bNmmHp0qWQyWQlViYiIrJ91vhHrZBITDAai5MK6qxdu3ZITExUPJZIJHj8+DEmT56Mjh07mrJsWl26dAkLFy7E0KFDVfZPmzYNP/74I/bv34/evXtj9OjRmDlzZpF55ebmQiqVqmxERETaWGMwREXTuxlr/vz5iIqKQr169fDs2TP06dMHFy5cgL+/P77//nu98kpISMCUKVOKTHPy5Ek0bdpU8fjmzZto3749evToodZH6LPPPlP8v1GjRgCAqVOnquwvbNasWcWWQU7+AVeeZJAdl4mI7I/VNWWxGcsoEiGE0Pegf/75B99//z3OnDkDmUyGJk2aoG/fvvDw8NArn7t37+Lu3btFpgkNDYW7uzuAF4FOVFQUWrRogTVr1sCpmNkgf/31V7zyyivIzs5GQECAxjS5ubnIzc1VPJZKpQgODsat7Gx4e3trPIbBDhGR/StqSLr8uanZxxEQGIicnByt9wxjSKVS+Pj44O7F3+BtZFcR6aNH8K/xktnKas0MmmfHw8MDAwcOxMCBA416cX9/f/j7++uU9saNG4iKikJYWBhWr15dbKADAKmpqXB3d0fZsmW1pnFzc1Os9aUrafIiLiFBROSgLFLrw5odoxgU7Hz77bdYtmwZLl++jJSUFISEhGD+/PmoVq0aunbtauoy4ubNm4iMjESVKlUwd+5cxdw+ABQjr7Zv347s7GyEh4fDw8MDBw8exKeffoohQ4boHcwQEREp983haFzbpneYt2TJEowaNQodOnTAgwcPFCOzfH19VToum9K+fftw8eJFHDhwAJUrV0ZQUJBik3NxccHixYsRHh6Ol156CQsWLMDUqVMxb948s5SJzVdERI5BuSbHUn15uDaWcfTus1OvXj3MnDkT3bp1Q5kyZXDu3DlUq1YN58+fV6ybZcvk7aNF9dmR844YxqCHiMgBxHvWxapGr6v95kul0hLps3Pnyl/w9jayz470EcpXreOQfXb0DvOuXLmCxo0bq+13c3PDkydPTFIoIiIia2F1I7NIb3oHO1WrVsXZs2fV9u/evRv16tUzRZmskqYOyazVISKyf1bRV4drYxlF7w7KY8eOxbBhw/Ds2TMIIXDixAl8//33mDVrFv773/+ao4xWQ1OzFTutERHZv8SnaUi0ZAE4Gssoep/5e++9h8mTJ2PcuHF4+vQp+vTpg6VLl2LBggXo3bu3OcpoEZXajVZ5LA9yNNXwsIqTiMj+ccoR26VXzc7z58+xfv16vPHGG4iLi8Pdu3chk8lQoUIFc5XPYm4k6T6KizU7RERkVqzZMYpewU6pUqXwwQcfIC3txc1d1wkB7Qn76RARUUmTLwRqbB6OSu93rkWLFkhNTTVHWayetkCHzVhERETWS+8Oyh9++CFGjx6N69evIywsDF5eXirPv/TSSyYrnLUo3DFZ3m4r38dmLCIi+2fRmn02YxlF72CnV69eAIARI0Yo9kkkEgghIJFIFDMq2wttQ87ZUY2IiEqMRPJiMzYPB6V3sHPlyhVzlMNqFRXYeEcMg3FLoRIRka2w6Kz5rNkxit5nHhISUuRmj5QDnnjPuoj3rAtp8iJIkxexCYuIiOzW4sWLUbVqVbi7uyMsLAy//PJLkekPHz6MsLAwuLu7o1q1ali6dKlamk2bNqFevXpwc3NDvXr1sGXLFnMVX0Hvmp1t27Zp3C+RSODu7o4aNWqgatWqRhfM2kiTF7EjMhERWYQpFvLU9/iNGzciPj4eixcvRqtWrbBs2TJ06NABf/75J6pUqaKW/sqVK+jYsSPi4uKwbt06/Prrr/jwww9Rvnx5vP322wCAlJQU9OrVC9OmTcObb76JLVu2oGfPnjh69ChatGhh1PkVRe+FQJ2cnBR9dFQyUuq388orr2Dr1q3w9fU1aWFLQlELgXK2ZCIix6WpGaukFgLVZXFqXfLSp6wtWrRAkyZNsGTJEsW+unXrolu3bpg1a5Za+vHjx2Pbtm2K6WkAYOjQoTh37hxSUlIAvOj3K5VKsXv3bkWa9u3bw9fXF99//70xp1ckvcPEpKQkNGvWDElJScjJyUFOTg6SkpLQvHlz7NixA0eOHMG9e/cwZswYc5SXiIiIjCCVSlW23NxctTR5eXk4ffo0oqOjVfZHR0cjOTlZY74pKSlq6WNiYnDq1Cnk5+cXmUZbnqaidzPWyJEjsXz5ckRERCj2tWnTBu7u7hgyZAj++OMPJCYmYuBA++y6y9odIiIqaS8mFTRuNJX8+ODgYJX9kydPRkJCgsq+u3fvoqCgAAEBASr7AwICkJ2drTH/7OxsjemfP3+Ou3fvIigoSGsabXmait7BzqVLlzRWf3l7e+Py5csAgJo1a+Lu3bvGl85KMeAhInI8lpxnR4gXm7F5AEBmZqbKfdzNzU3rMZJCAZa8u4o+6Qvv1zdPU9A72AkLC8PYsWOxdu1alC9fHgBw584djBs3Ds2aNQMAXLhwAZUrVzZtSa2AcoBTeGJBIiKyb/byu+/t7V1snx1/f384Ozur1bjcvn1brWZGLjAwUGP6UqVKoVy5ckWm0ZanqejdZ2flypW4cuUKKleujBo1aqBmzZqoXLkyrl69iv/+978AgMePH2PixIkmL6w1sfUPOxER6Uc+5YglyIQwyaYrV1dXhIWFISkpSWV/UlKSSjcWZeHh4Wrp9+3bh6ZNm8LFxaXINNryNBW9a3Zq166NtLQ07N27F3///TeEEKhTpw7atWsHJ6cXsVO3bt1MXU4iIiKLsuSkguL/N2Pz0MeoUaMQGxuLpk2bIjw8HMuXL0dGRgaGDh0KAJgwYQJu3LiBtWvXAngx8urrr7/GqFGjEBcXh5SUFKxcuVJllNXIkSPx2muvYfbs2ejatSt++ukn7N+/H0ePHjXy7Iqmd7ADvGhva9++PSIjI+Hm5mb2tjZrxdodIiKyV7169cK9e/cwdepUZGVloUGDBti1a5diAuGsrCxkZGQo0letWhW7du3Cxx9/jEWLFqFixYr46quvFHPsAEBERAQ2bNiAzz77DBMnTkT16tWxceNGs86xAxgwz45MJsOMGTOwdOlS3Lp1C3///TeqVauGiRMnIjQ0FIMGDTJXWUuEKec0ICIi+6FpUejre2aVyDw7GTdNM89OlYrmK6s107vPzvTp07FmzRrMmTMHrq6uiv0NGzZU9NlxJJxVmYjIcVhqEWghhEk2R6V3M9batWuxfPlytGnTRtFuBwAvvfQS/vrrL5MWjoiIyFoo1+rEe9aF9GkapFJpiby2TLzYjM3DUelds3Pjxg3UqFFDbb9MJlPMkEhERGTPEp+msWbfhugd7NSvX1/jqqc//vgjGjdubJJCERERWTNLBDrCyM2R6d2MNXnyZMTGxuLGjRuQyWTYvHkz0tPTsXbtWuzYscMcZSQiUiO/2XA2c7KEkq7ZYTOWcfSu2XnjjTewceNG7Nq1CxKJBJMmTUJaWhq2b9+Odu3amaOMREQK8Z51VW4ybEogouIYNM9OTEwMYmJiTF0WIqJiyWtyCgc8rOEhe2aK0VSOPBpL75odIiJrJA9+Ctf8EJlLSQbYMhNtjkqnmh1fX1+dZ0m+f/++UQWyRfyrkqjkaeszwe8iERWmU7CTmJio+P+9e/cwffp0xMTEIDw8HACQkpKCvXv32v3in0VhwENkefLvIb+PZG+EeLEZm4ej0nu5iLfffhtRUVEYPny4yv6vv/4a+/fvx9atW01ZvhKn73IRhf+y5A8sUckorqmK30UqCVKptESWi0i7ehNljMz/kVSKuqEVuVyELvbu3Yv27dur7Y+JicH+/ftNUigiImMw0CEiZXqPxipXrhy2bNmCsWPHquzfunUrypUrZ7KC2YrCP6qsPieyLH7/yB5xNJZx9A52pkyZgkGDBuHQoUOKPjvHjh3Dnj17HHIhUCKyLpxskEpSpXajS+R1TDGaiqOx9DBgwADUrVsXX331FTZv3gwhBOrVq4dff/0VLVq0MEcZiYhUcGg5ORoBE3RQNklJbJNBkwq2aNEC69evN3VZ7Aabsoh0Y2gtjKmn6mdtEJF906mDsr5L2D969MigwhCRYzFFcJH4NE2xWbos5HhuJM0rkdeRCWGSzVHpFOz4+vri9u3bOmdaqVIlXL582eBC2TLlH13viGHwjhhm4RIRWTd9gwzlWhhNS0cUTqdrGdg0Rvoqyc+MsSueO/rK5zo1Ywkh8N///helS5fWKdP8/HyjCmUvpMmLGOwQmZim4Ei+z5jaGdbsENkvnYKdKlWqYMWKFTpnGhgYCBcXF4MLRUSkK32XjNCnT51y3gyGSFlJ1wTKxIvN2DwclU7BztWrV81cDPslTV5k6SIQOQxdAhJ9ghY2b5HVMMFyEY7cjmXQaCwiImtizloX1ugQ2T4GO0Rk0xiMkCOQQUBmZNWMscfbMgY7REQ64nw8ZClc9dw4ei8EaildunRBlSpV4O7ujqCgIMTGxuLmzZsqaTIyMvDGG2/Ay8sL/v7+GDFiBPLy8ixUYiKyN6aYz4eISp7NBDtRUVH44YcfkJ6ejk2bNuHSpUvo3r274vmCggJ06tQJT548wdGjR7FhwwZs2rQJo0eXzLolROQ42GlZs3jPunxvzEQ+GsvYzVFJhAHLoP7yyy9YtmwZLl26hP/973+oVKkSvv32W1StWhWvvPKKOcqpZtu2bejWrRtyc3Ph4uKC3bt3o3PnzsjMzETFihUBABs2bMCAAQNw+/ZteHt765SvVCqFj48PbmVn63wMERE5DuWAbmr2cQQEBiInJ8cs9wz5PelYeiZKlzEu/8ePpGhZO9hsZbVmetfsbNq0CTExMfDw8EBqaipyc3MBvFgiYubMmSYvoCb379/H+vXrERERoZjPJyUlBQ0aNFAEOgAQExOD3NxcnD59Wmteubm5kEqlKhsREZE1kXdQNnZzVHoHO9OnT8fSpUuxYsUKlYkDIyIicObMGZMWrrDx48fDy8sL5cqVQ0ZGBn766SfFc9nZ2QgICFBJ7+vrC1dXV2RnZ2vNc9asWfDx8VFswcHBZis/EZGjki+fo7wRlRS9g5309HS89tpravu9vb3x8OFDvfJKSEiARCIpcjt16pQi/dixY5Gamop9+/bB2dkZ/fr1g3IrnEQiUXsNIYTG/XITJkxATk6OYsvMzNTrHIiIiMxNPhrL2M1R6T30PCgoCBcvXkRoaKjK/qNHj6JatWp65TV8+HD07t27yDTKr+Pv7w9/f3/UqlULdevWRXBwMI4dO4bw8HAEBgbi+PHjKsc+ePAA+fn5ajU+ytzc3ODm5qZXuYnIuuizBASRMSzVAdsUq5Y78qrnegc777//PkaOHIlVq1ZBIpHg5s2bSElJwZgxYzBp0iS98pIHL4aQ1+jI+wyFh4djxowZyMrKQlBQEABg3759cHNzQ1hYmEGvQUS2oyQCHgZVRLZJ72Bn3LhxyMnJQVRUFJ49e4bXXnsNbm5uGDNmDIYPH26OMuLEiRM4ceIEXnnlFfj6+uLy5cuYNGkSqlevjvDwcABAdHQ06tWrh9jYWHzxxRe4f/8+xowZg7i4OIv3OucPJFHJMOekfxxSTZb8DBTIXmzG5uGoDJpnZ8aMGbh79y5OnDiBY8eO4c6dO5g2bZqpy6bg4eGBzZs3o02bNqhduzYGDhyIBg0a4PDhw4omKGdnZ+zcuRPu7u5o1aoVevbsiW7dumHu3LlmKxcRWYfCwY2p53thoEOWJm/GMnZzVAYvF+Hp6YmmTZuasixaNWzYEAcOHCg2XZUqVbBjx44SKBERWRtzrVDOQIfkNNUYcroS26BTsPPWW2/pnOHmzZsNLow9Y1MWkfkVDnj4vSN7IRMCBVbcQfnBgwcYMWIEtm3bBuDFEk8LFy5E2bJlNabPz8/HZ599hl27duHy5cvw8fFB27Zt8fnnn6vMlxcZGYnDhw+rHNurVy9s2LBBr/Lp1IylPA+Nt7c3fv75Z5Uh4adPn8bPP/8MHx8fvV6ciEgTY2pTTBncsFaHrMWL5R6MbcYyX/n69OmDs2fPYs+ePdizZw/Onj2L2NhYremfPn2KM2fOYOLEiThz5gw2b96Mv//+G126dFFLGxcXh6ysLMW2bNkyvcunU83O6tWrFf8fP348evbsiaVLl8LZ2RnAi3WpPvzwQ4t3BLZ2/CuTSDfW+j2x1nJRyfCOGAZp8iJLF8PqpKWlYc+ePTh27BhatGgBAFixYgXCw8ORnp6O2rVrqx3j4+ODpKQklX0LFy5E8+bNkZGRgSpVqij2e3p6IjAw0Kgy6t1BedWqVRgzZowi0AFedA4eNWoUVq1aZVRhiIhMzVpqicj2WTLQkY/GMnYDoLZEknwKF0OlpKTAx8dHEegAQMuWLeHj44Pk5GSd88nJyYFEIlFr+lq/fj38/f1Rv359jBkzBo8ePdK7jHp3UH7+/DnS0tLUIrW0tDTIZA48rq0Iyj+Y8inS+dcBOSrl4EOXYMKQGlFTdlZmwGMa/M0zjiknFSy8LNLkyZORkJBgcL7Z2dmoUKGC2v4KFSoUuVyTsmfPnuGTTz5Bnz59VFqJ+vbti6pVqyIwMBDnz5/HhAkTcO7cObVaoeLoHey89957GDhwIC5evIiWLVsCAI4dO4bPP/8c7733nr7ZORxp8iKuCUMOTTl4MEfTLvvZkD0qMEEHZfnxmZmZKgGFtlUEEhISMGXKlCLzPHnyJADDlmuSy8/PR+/evSGTybB48WKV5+Li4hT/b9CgAWrWrImmTZvizJkzaNKkSbF5y+kd7MydOxeBgYGYP38+srKyALxYQmLcuHEYPXq0vtkRkQMrqgZGHgTJ0+gaFMnTcVQWmZI9fYa8vb116mOr65JOv/32G27duqX23J07d4pcrgl4Eej07NkTV65cwYEDB4otV5MmTeDi4oILFy6YN9hxcnLCuHHjMG7cOMX8AuyYrB9W55Kjkd8oNN0wNAUnmm4qmp7X9QZkLzcpclwywOjRVPp2NNF1Safw8HDk5OTgxIkTaN68OQDg+PHjyMnJQUREhNbj5IHOhQsXcPDgQZQrV67Y1/rjjz+Qn5+vWBZKVwbNoCyna3RIRCSnaXZj5WUeNNX2yPdrSq+pZohNWWRvCmTCJJs51K1bF+3bt0dcXByOHTuGY8eOIS4uDp07d1bp31unTh1s2bIFwIv+v927d8epU6ewfv16FBQUIDs7G9nZ2cjLywMAXLp0CVOnTsWpU6dw9epV7Nq1Cz169EDjxo3RqlUrvcqod81O1apVi2yDu3z5sr5ZOiR7qhIl66JvB+CSoGtTlC5BiraaIV3TE5HprV+/HiNGjEB0dDSAF5MKfv311ypp0tPTkZOTAwC4fv26YgLCRo0aqaQ7ePAgIiMj4erqip9//hkLFizA48ePERwcjE6dOmHy5MkqI8J1oXewEx8fr/I4Pz8fqamp2LNnD8aOHatvdg6NAQ/JFe60bkxTp7YmIGv+rOnTz8aQ/jv2zpwLoJJ11BQKE4zGEmacQdnPzw/r1q3T+fVDQ0OLLU9wcLDa7MmG0jvYGTlypMb9ixYtUplVmYiKJ/8RlZbATcrSN0RTvK4+fXUc6cbvSOfqqArEi83YPByVUX12lHXo0AGbNm0yVXZEds3Uq3Lr+9rWStdmrqLSWfP5ke3h58k+mCzY+d///gc/Pz9TZecw+EVyLJYMcqytHNrKoKkjcuHjilK4MzORoSz9HVFm/LpYxjeD2TK9m7EaN26s0kFZCIHs7GzcuXNHbTIgIvqXNf1waqJpBBQRWQdTjKYy12gsW6B3sNO1a1eVYMfJyQnly5dHZGQk6tSpY9LCOQLeUOyHppmxlTsaW/JaGzMXTXHnZWpFjSbj94VKEj9v9kPvYMeY9TNInbWPkiHd2etkkfIlTpT/NcXntqjjjV3bit8rMoY1fn5MuTaWI9I72HF2dkZWVpbaol/37t1DhQoVUFBQYLLCEZU0fZpyHKnZRx7IKQd05hjdpXyTsef3UxtrvMmSdeBoLOPoHexoGxefm5sLV1dXowvkaPjDZh201SJYez8ba2DKG7S15VOSGOhYD2u8DqzZMY7Owc5XX30F4MXKpv/9739RunRpxXMFBQU4cuQI++yQTWJAU3J4Q9eM74v14LWwTzoHO/PnzwfwomZn6dKlKlM1u7q6IjQ0FEuXLjV9CYnMiIGOaei6RAVvIsbhjdi85J9ja3yfZTIBmZGjqYw93pbpHOxcuXIFABAVFYXNmzfD19fXbIVyFLquF0SmIR9VZC0jpGxZcauSWwNb+G7p2+/J2s/HVil+G6z4/ZWZoM+OA8c6+vfZOXjwoDnK4bD441Uy4j3rWvUPGenHFgIZXdjDOdgDex1JSf/SKdgZNWoUpk2bBi8vL4waNarItF9++aVJCuYI7OUH29pZW42DPSupz7Our8PvGBXHVj4j7KBsHJ2CndTUVOTn5wMAzpw5ozKpIBnOFr5gto6BDhFpY0u/DwVCoMDIYMXY422ZTsGOctPVoUOHzFUWh2Mrf1HYElv68SL96fKdsebvlTWXzZHwOjgevfvsDBw4EAsWLECZMmVU9j958gQfffQRVq1aZbLCEelCPqsvwNoyS5K/98rLS5i6L4Q+y15Y42fBGsvkaGx14kqOxjKO3quef/PNN/jnn3/U9v/zzz9Yu3atSQpFRLZNmrxIsaxESdL0eprW9rIka1hx3pElPk2zus+ELgrw7yzKBm+WPgkL0rlmRyqVQggBIQQePXoEd3d3xXMFBQXYtWuX2hISRCWBIymsS+HrUVJNBrYQ6ACqtQlsTil5HJnpmHQOdsqWLQuJRAKJRIJatWqpPS+RSDBlyhSTFs7e8UeOHAVv6v9SnluH7wnpiqOxjKNzsHPw4EEIIfD6669j06ZN8PPzUzzn6uqKkJAQVKxY0SyFJCKyFwxwyBAcjWUcnYOd1q1bA3gxk3JwcDCcnPTu7kNK+INHZDra+sBIkxdZZVMWlSx76CMlkwkUsIOywfQejRUSEgIAePr0KTIyMpCXl6fy/EsvvWSaktmRwl80Bjqmw+YR66Z8bTQt12EsTdP8F/6+sX9GybLG76R8aR5yXHoHO3fu3MF7772H3bt3a3y+oMCR+3trZm1ffHvAHy7bY8paFvn1LyqQ4ffOMvi+m0eBCWp2jD3elundFhUfH48HDx7g2LFj8PDwwJ49e/DNN9+gZs2a2LZtmznKSDaIw2tJE1PU6vBzRY5IHuwYuzkqvWt2Dhw4gJ9++gnNmjWDk5MTQkJC0K5dO3h7e2PWrFno1KmTOcpJVqyom4/yc8pVydr++lOuAtdWHc6bnW0zpplD12vP2gVSxt8M0jvYefLkiWI+HT8/P9y5cwe1atVCw4YNcebMGZMXkCzLlD8SynnJb3ia8i+cjgiw3UDHGvuwkO0pkBnfDFUgM1FhbJDewU7t2rWRnp6O0NBQNGrUCMuWLUNoaCiWLl2KoKAgc5SRSlhJLr/Am4Bj0icAKK420NrZarnthXfEMLvopM4+O8bRO9iJj49HVlYWAGDy5MmIiYnB+vXr4erqijVr1pi6fGQBnJGY7A1rVxwXf88IMKCDct++fTFgwAAAQOPGjXH16lWcPHkSmZmZ6NWrl6nLZzfYHEOkP32/N5pGe/G753jk19yerj07KBvH6JkBPT090aRJE/j7+5uiPHZJ+YtnT18+ImNYwyKhZJ/ssRZPZoJAh5MKFmPUqFE6Z/jll18aXBhHYc19EFjdT9bCFMEJAxzHxWtPynQKdlJTU3XKTCKRGFUYR2OpwII/AmTNzPn5ZDBPtqpAmKCDMtfGKtrBgwfNXQ67VtyPqzmm0S/ydfhjTxZU1PfB2FpPbd+hwvkpjzgksgUcjWUcm1nNs0uXLqhSpQrc3d0RFBSE2NhY3Lx5UyWNRCJR25YuXWqhEuuupH50pcmL+ANPVqVwh2Jja1246CfZK3ZQNo7NBDtRUVH44YcfkJ6ejk2bNuHSpUvo3r27WrrVq1cjKytLsfXv398CpdWfuYMQNl2RNSr8uTdlMxM/85ZnqWvAa0+F2Uyw8/HHH6Nly5YICQlBREQEPvnkExw7dgz5+fkq6cqWLYvAwEDF5uHhYaES64+jtcgRKY9W5OrU9sGaB2HYqucyYZLNXB48eIDY2Fj4+PjAx8cHsbGxePjwYZHHDBgwQK01pmXLlippcnNz8dFHH8Hf3x9eXl7o0qULrl+/rnf5bCbYUXb//n2sX78eERERcHFxUXlu+PDh8Pf3R7NmzbB06VLIZEXPj52bmwupVKqyWVrhoMeYH38GUGQLCgc8uvKOGKbY9MHmXPNhJ3DzsPZmrD59+uDs2bPYs2cP9uzZg7NnzyI2NrbY49q3b6/SGrNr1y6V5+Pj47FlyxZs2LABR48exePHj9G5c2cUFBToVT69Z1C2pPHjx+Prr7/G06dP0bJlS+zYsUPl+WnTpqFNmzbw8PDAzz//jNGjR+Pu3bv47LPPtOY5a9YsTJkyxdxF14m2HwhdfjjkHS4Ld7zkjw5ZO0M/o5o6Gcu/AwA74luKqX9z9Ame5J8J/u6VrLS0NOzZswfHjh1DixYtAAArVqxAeHg40tPTUbt2ba3Hurm5ITAwUONzOTk5WLlyJb799lu0bdsWALBu3ToEBwdj//79iImJ0bmMFq3ZSUhI0NipWHk7deqUIv3YsWORmpqKffv2wdnZGf369YNQGkr32WefITw8HI0aNcLo0aMxdepUfPHFF0WWYcKECcjJyVFsmZmZZjtfc5L/6PMvVnJE8hrMeM+6OnXEZ0dm26FP4GLPv3+mnFSwcGtGbm6uUWVLSUmBj4+PItABgJYtW8LHxwfJyclFHnvo0CFUqFABtWrVQlxcHG7fvq147vTp08jPz0d0dLRiX8WKFdGgQYNi8y3MojU7w4cPR+/evYtMExoaqvi/v78//P39UatWLdStWxfBwcE4duwYwsPDNR7bsmVLSKVS3Lp1CwEBARrTuLm5wc3NzeBzIKKSJ/8L3t6baNkkpDt7f68KhDB6nhz58cHBwSr7J0+ejISEBIPzzc7ORoUKFdT2V6hQAdnZ2VqP69ChA3r06IGQkBBcuXIFEydOxOuvv47Tp0/Dzc0N2dnZcHV1ha+vr8pxAQEBReariUWDHXnwYgh5jU5REWlqairc3d1RtmxZg16DiKyTPf8Fb23sPYhwRJmZmfD29lY81vYHf0JCQrHdPE6ePAlA86TCQogiJxtWXk+zQYMGaNq0KUJCQrBz50689dZbWo8rLl9NbKLPzokTJ3DixAm88sor8PX1xeXLlzFp0iRUr15dUauzfft2ZGdnIzw8HB4eHjh48CA+/fRTDBkyhDU3RKTAJiz92EKgY+81fIBpJxX09vZWCXa00bX15bfffsOtW7fUnrtz547WVhVNgoKCEBISggsXLgAAAgMDkZeXhwcPHqjU7ty+fRsRERE65wvYSLDj4eGBzZs3Y/LkyXjy5AmCgoLQvn17bNiwQRHIuLi4YPHixRg1ahRkMhmqVauGqVOnYtgw/rAR0QuFAx1rr7Ww5rJRybLEDMq6tr6Eh4cjJycHJ06cQPPmzQEAx48fR05Ojl5Byb1795CZmYmgoCAAQFhYGFxcXJCUlISePXsCALKysnD+/HnMmTNHr3ORCOHAi2VoIJVK4ePjg1vZ2TpFvkRUMoz9610eOFh7gEP6s+S8PlKpFAGBgcjJyTHLPUN+T3p35RG4epY2Kq+8p4+xbtBrZilrhw4dcPPmTSxbtgwAMGTIEISEhGD79u2KNHXq1MGsWbPw5ptv4vHjx0hISMDbb7+NoKAgXL16Ff/5z3+QkZGBtLQ0lClTBgDwwQcfYMeOHVizZg38/PwwZswY3Lt3D6dPn4azs7PO5bOJmh0iosK03di0BUWF567SdDwnw7MtjtB8JWfta2OtX78eI0aMUIyc6tKlC77++muVNOnp6cjJyQEAODs74/fff8fatWvx8OFDBAUFISoqChs3blQEOgAwf/58lCpVCj179sQ///yDNm3aYM2aNXoFOgCDHSKyQUUFI8qzMHNGZvvmSNe3QMhQUMwkubrkYS5+fn5Yt25dkWmUG5I8PDywd+/eYvN1d3fHwoULsXDhQqPKZ5MzKBORY0p8mqZXrYuhTVaOcgO1dY50nUw5z44jYrBDRHal8A3QkW6ItojXh0oCm7GIyCboWkNjTH+bwseaszMzO0r/y5D3wjtimEMtCVIgE3Cy4j471o41O0REFsBA5wW+D7p5LjPFyueWPgvLYbBDRFQENrOYHwMeMjc2YxERkc1xtCVD2IxlHNbsEBEVg7U7ZGnGjsQyxTw9tozBDhEREdk1NmMREWmh3JdEvq6WozWfWCNHHMnGZizjsGaHiEgHDHLIkjipoHEY7BAREZFdYzMWEZEO5M1YRJZQIBOQsBnLYKzZISIqhnKgw5FZZAlCCAiZkZtw3GCHNTtERHpwtI6x1sZRg02ZCfrcsM8OERFpxc7J1oPBJhmCwQ4RkR2y5xoQRwx4hBAm2RwVgx0iIh2wdsd62HMgp43R/XX+f3NUDHaIiHRkSwGPI9Z+EGnDDspERHpwxNl7rYUj1ujIsYOycVizQ0SkJ0e+6ZJlCJlpNkfFYIeIyAAMeEpOvGddvt9kFDZjERGRVVAOaBKfpjHAUWKK0VSOPBqLwQ4RkYFsrf9OSZdX+fX0DVwY6Khinx3jsBmLiMgItnJTlpezpMqr/Hq28h6R/WLNDhGRHmy1Jke53Oaq4ZHna2s1XrbAFPPkcJ4dIiIyKXPWaOibr6YV281RNgY4ZmSKCQUdONhhzQ4RkRmZo5ZD3/w0TYZYuAOwqcrIJivzkAkBiZEdjGXsoExEROai3LxTmKFBRnFBVFFBh7lqYBjokLVisENEVAK0BQKGBkDa0hQXcHhHDMPAsweKzV8fDHLMTwgT9Nlx4Jod9tkhIrIyhvb30eUYbU1ahmKgUzK4EKhxWLNDRGQGJd1ZV5++Qabun8OOyWTtGOwQEdmAooIZU9Su6NpZmTU5liGTARKjJxU0UWFsEIMdIiIbUbgmpSQCDwY31oHLRRiHwQ4RkY0xdwDCNarI3jDYISIirYxZ34pMR8hebMbm4agY7BAR2QBzdwIuLn/viGGQsiOyxchkwgR9dszXjPXgwQOMGDEC27ZtAwB06dIFCxcuRNmyZbUeI5FINO6fM2cOxo4dCwCIjIzE4cOHVZ7v1asXNmzYoFf5GOwQEVGxNA1Zp5Jj7Wtj9enTB9evX8eePXsAAEOGDEFsbCy2b9+u9ZisrCyVx7t378agQYPw9ttvq+yPi4vD1KlTFY89PDz0Lh+DHSIiIjJYWloa9uzZg2PHjqFFixYAgBUrViA8PBzp6emoXbu2xuMCAwNVHv/000+IiopCtWrVVPZ7enqqpdUXJxUkIiKycqacVFAqlapsubm5RpUtJSUFPj4+ikAHAFq2bAkfHx8kJyfrlMetW7ewc+dODBo0SO259evXw9/fH/Xr18eYMWPw6NEjvcvImh0iIiIrZ8qFQIODg1X2T548GQkJCQbnm52djQoVKqjtr1ChArKzs3XK45tvvkGZMmXw1ltvqezv27cvqlatisDAQJw/fx4TJkzAuXPnkJSUpFcZGewQERE5kMzMTHh7eyseu7m5aUyXkJCAKVOmFJnXyZMnAWjubCyE0NoJubBVq1ahb9++cHd3V9kfFxen+H+DBg1Qs2ZNNG3aFGfOnEGTJk10yhtgsENERGT1TNlB2dvbWyXY0Wb48OHo3bt3kWlCQ0Px22+/4datW2rP3blzBwEBAcW+zi+//IL09HRs3Lix2LRNmjSBi4sLLly4YN/BTm5uLlq0aIFz584hNTUVjRo1UjyXkZGBYcOG4cCBA/Dw8ECfPn0wd+5cuLq6Wq7ARERERrLEquf+/v7w9/cvNl14eDhycnJw4sQJNG/eHABw/Phx5OTkICIiotjjV65cibCwMLz88svFpv3jjz+Qn5+PoKCg4k9Aic11UB43bhwqVqyotr+goACdOnXCkydPcPToUWzYsAGbNm3C6NGjLVBKIqKS5x0xzNJFIAdUt25dtG/fHnFxcTh27BiOHTuGuLg4dO7cWWUkVp06dbBlyxaVY6VSKX788UcMHjxYLd9Lly5h6tSpOHXqFK5evYpdu3ahR48eaNy4MVq1aqVXGW0q2Nm9ezf27duHuXPnqj23b98+/Pnnn1i3bh0aN26Mtm3bYt68eVixYgWkUqkFSktEVHKsOdDxjhhm1eWzBUImIDNyM+c8O+vXr0fDhg0RHR2N6OhovPTSS/j2229V0qSnpyMnJ0dl34YNGyCEwDvvvKOWp6urK37++WfExMSgdu3aGDFiBKKjo7F//344OzvrVT6baca6desW4uLisHXrVnh6eqo9n5KSggYNGqjU+sTExCA3NxenT59GVFSUxnxzc3NVht0xMCIiMg/viGGcnNBA1r4QqJ+fH9atW6f36w8ZMgRDhgzRmD44OFht9mRD2UTNjhACAwYMwNChQ9G0aVONabKzs9U6Qvn6+sLV1bXIoW+zZs2Cj4+PYis8JI+IyFZYcyAhTV6kKF+8Z12us0UlyqLBTkJCAiQSSZHbqVOnsHDhQkilUkyYMKHI/AwZ+jZhwgTk5OQotszMTKPPi4iopFl7oEPGMeWkgo7Ios1Yug5rmz59Oo4dO6Y2F0DTpk3Rt29ffPPNNwgMDMTx48dVnn/w4AHy8/OLHPrm5uamdY4BIiIyLdboGEYmE4AVLwRq7Swa7Og6rO2rr77C9OnTFY9v3ryJmJgYbNy4UTE9dXh4OGbMmIGsrCzFkLR9+/bBzc0NYWFh5jkBIiLSCYMc4whZAYSswOg8HJVNdFCuUqWKyuPSpUsDAKpXr47KlSsDAKKjo1GvXj3Exsbiiy++wP379zFmzBjExcXpNHkSERGZV+LTNMR71lX8S1RSbKKDsi6cnZ2xc+dOuLu7o1WrVujZsye6deumcZg6ERGVPHmAw0BHf/KaHWM3R2UTNTuFhYaGahzCVqVKFezYscMCJSIisk66BhaJT9PMXBIyhpDJTNCMJTNRaWyP3dTsEBEREWnCYIeIyAGw5sa2iYICk2yOyiabsYiISH+aAp6S6j8jf2321zGMECYYjSUcN9hhzQ4RkQNLfJqGxKdpJl+7Snk9LOW8WcNElsCaHSIiUpnlWJ/aF+UaG+VARjk/zqBsPM6zYxzW7BARkQpda1+U0+l6DJuxDMOh58ZhsENERGrkzVv6PqdLvkQljc1YRESkVXHBSeHmq+KwZscwbMYyDmt2iIgcgLmCDH1ralizYxj5pILGbY47qSBrdoiIiKycTFYAGFkzI3Pgmh0GO0REdqxwTYp3xDCOjiKHw2CHiIjIyrHPjnEY7BARORBL1+qwg7JhGOwYhx2UiYgcjLEBhzHHs4MyWQKDHSIiB8SAxcaYYhFQB14IlMEOEREZRdfAiU1YhpMvBGrUxoVAiYjI0RgSfGg6hpMKkrVjsENE5MD0DT4MbcJikGMcTipoHAY7REQOqqT63jDQMR4XAjUOgx0iIgeW+DTN7MEIOzSTpTHYISJyUPIgx9zBCGt2jPeiGcv4zVFxUkEiIjI71u4YR5hgbSxHbsZisENERGTlGOwYh81YREQOzNxNTGzCImvAmh0iIjKpkuoL5EhksgJIWLNjMAY7REQOzpTBSbxnXcUIL/n/yXiiQAZIjAx2Chy3gzKbsYiIyGQ0DWVnUxZZGmt2iIgcTFG1Ld4RwxT/lyYv0itf5aAm8WkavCOGIbGY1yPdCGGCDspcG4uIiEh/8uYqOeXARt9gibSz9hmUZ8yYgYiICHh6eqJs2bK6nZMQSEhIQMWKFeHh4YHIyEj88ccfKmlyc3Px0Ucfwd/fH15eXujSpQuuX7+ud/kY7BARkYI0eZFBQYo84GGTlWPKy8tDjx498MEHH+h8zJw5c/Dll1/i66+/xsmTJxEYGIh27drh0aNHijTx8fHYsmULNmzYgKNHj+Lx48fo3LkzCgr0C9zYjEVERAbR1AGZwY55CFmB8R2UzVizM2XKFADAmjVrdCuLEEhMTMSnn36Kt956CwDwzTffICAgAN999x3ef/995OTkYOXKlfj222/Rtm1bAMC6desQHByM/fv3IyYmRufyMdghIiI10uRFas1ThYObklhXi16w9mBHX1euXEF2djaio6MV+9zc3NC6dWskJyfj/fffx+nTp5Gfn6+SpmLFimjQoAGSk5MZ7BhDCAEAKtVoRESOaGr2ccX/pVIppmYfh1QqRaV2owEAN5LmqaRRJpVKS6SMlia/V8jvHWZTkA+jX6EgH4D6tXFzc4Obm5uxueslOzsbABAQEKCyPyAgANeuXVOkcXV1ha+vr1oa+fG6YrBTiPyDW6NmTQuXhIjIugUErrd0EazGo0eP4OPjY/J8XV1dERgYiOw/fzBJfqVLl0ZwcLDKvsmTJyMhIUEtbUJCgqJ5SpuTJ0+iadOmBpdHIpGoPBZCqO0rTJc0hTHYKaRixYrIzMxEmTJl9H4zNZFKpQgODkZmZia8vb1NUMKSx3OwPFsvP8BzsBY8B9MSQuDRo0eoWLGiWfJ3d3fHlStXkJeXZ5L8NAUK2mp1hg8fjt69exeZX2hoqEHlCAwMBPCi9iYoKEix//bt24ransDAQOTl5eHBgwcqtTu3b99GRESEXq/HYKcQJycnVK5c2eT5ent7W/xLaSyeg+XZevkBnoO14DmYjjlqdJS5u7vD3d3drK+hib+/P/z9/c2Sd9WqVREYGIikpCQ0btwYwIsRXYcPH8bs2bMBAGFhYXBxcUFSUhJ69uwJAMjKysL58+cxZ84cvV6PwQ4REREZJSMjA/fv30dGRgYKCgpw9uxZAECNGjVQunRpAECdOnUwa9YsvPnmm5BIJIiPj8fMmTNRs2ZN1KxZEzNnzoSnpyf69OkD4EUQOWjQIIwePRrlypWDn58fxowZg4YNGypGZ+mKwQ4REREZZdKkSfjmm28Uj+W1NQcPHkRkZCQAID09HTk5OYo048aNwz///IMPP/wQDx48QIsWLbBv3z6UKVNGkWb+/PkoVaoUevbsiX/++Qdt2rTBmjVr4OzsrFf5GOyYmZubGyZPnlziPd1NiedgebZefoDnYC14DmQOa9asKXaOncIj1iQSCRISEjR2jpZzd3fHwoULsXDhQqPKJxFmHy9HREREZDlcLoKIiIjsGoMdIiIismsMdoiIiMiuMdghIiIiu8ZgxwBHjhzBG2+8gYoVK0IikWDr1q0qz2/evBkxMTHw9/eHRCJRzDegLDIyEhKJRGUrbqZKUyrqHPLz8zF+/Hg0bNgQXl5eqFixIvr164ebN2+q5JGbm4uPPvoI/v7+8PLyQpcuXXD9+nWbOgdrvg7Ai+na69SpAy8vL/j6+qJt27Y4flx1LSJrvg66noMlr0Nx5Vf2/vvvQyKRIDExUWW/tV8DZdrOwdq/CwMGDFArX8uWLVXSWPo6kPVisGOAJ0+e4OWXX8bXX3+t9flWrVrh888/LzKfuLg4ZGVlKbZly5aZo7gaFXUOT58+xZkzZzBx4kScOXMGmzdvxt9//40uXbqopIuPj8eWLVuwYcMGHD16FI8fP0bnzp1RUFAyK+ua4hwA670OAFCrVi18/fXX+P3333H06FGEhoYiOjoad+7cUaSx5uug6zkAlrsOxZVfbuvWrTh+/LjGZQGs/RrIFXUOgHV/FwCgffv2KuXbtWuXyvOWvg5kxQQZBYDYsmWLxueuXLkiAIjU1FS151q3bi1Gjhxp1rLpqqhzkDtx4oQAIK5duyaEEOLhw4fCxcVFbNiwQZHmxo0bwsnJSezZs8ecxdXIkHMQwvauQ05OjgAg9u/fL4SwzetQ+ByEsJ7roK38169fF5UqVRLnz58XISEhYv78+YrnbOUaFHUOQljPNRBC8zn0799fdO3aVesx1nYdyLqwZseC1q9fD39/f9SvXx9jxoxRrLhujXJyciCRSFC2bFkAwOnTp5Gfn4/o6GhFmooVK6JBgwZITk62UCmLVvgc5GzlOuTl5WH58uXw8fHByy+/DMD2roOmc5Cz1usgk8kQGxuLsWPHon79+mrP28I1KO4c5Kz1GsgdOnQIFSpUQK1atRAXF4fbt28rnrOF60CWwxmULaRv376KhdDOnz+PCRMm4Ny5c0hKSrJ00dQ8e/YMn3zyCfr06aNYdC87Oxuurq4qK9ECQEBAALKzsy1RzCJpOgfANq7Djh070Lt3bzx9+hRBQUFISkpSLM5nK9ehqHMArPs6zJ49G6VKlcKIESM0Pm8L16C4cwCs+xoAQIcOHdCjRw+EhITgypUrmDhxIl5//XWcPn0abm5uNnEdyHIY7FhIXFyc4v8NGjRAzZo10bRpU5w5cwZNmjSxYMlU5efno3fv3pDJZFi8eHGx6YUQkEgkJVAy3RV1DrZwHaKionD27FncvXsXK1asQM+ePXH8+HFUqFBB6zHWdh2KOwdrvQ6nT5/GggULcObMGb3fT2u5Brqeg7VeA7levXop/t+gQQM0bdoUISEh2LlzJ9566y2tx1nLdSDLYjOWlWjSpAlcXFxw4cIFSxdFIT8/Hz179sSVK1eQlJSkUiMSGBiIvLw8PHjwQOWY27dvIyAgoKSLqlVR56CJNV4HLy8v1KhRAy1btsTKlStRqlQprFy5EoDtXIeizkETa7kOv/zyC27fvo0qVaqgVKlSKFWqFK5du4bRo0cjNDQUgPVfA13OQRNruQbaBAUFISQkRFE+a78OZFkMdqzEH3/8gfz8fAQFBVm6KAD+DRIuXLiA/fv3o1y5cirPh4WFwcXFRaWKOysrC+fPn0dERERJF1ej4s5BE2u7DpoIIZCbmwvANq6DJsrnoIm1XIfY2Fj89ttvOHv2rGKrWLEixo4di7179wKw/mugyzloYi3XQJt79+4hMzNTUT5rvw5kWWzGMsDjx49x8eJFxeMrV67g7Nmz8PPzQ5UqVXD//n1kZGQo5nRJT08H8OIvj8DAQFy6dAnr169Hx44d4e/vjz///BOjR49G48aN0apVK4ufQ8WKFdG9e3ecOXMGO3bsQEFBgaLN28/PD66urvDx8cGgQYMwevRolCtXDn5+fhgzZgwaNmyItm3b2sQ5WPt1KFeuHGbMmIEuXbogKCgI9+7dw+LFi3H9+nX06NEDAKz+OuhyDpa+DsV9nwsHyS4uLggMDETt2rUBWP810OUcLH0NijsHPz8/JCQk4O2330ZQUBCuXr2K//znP/D398ebb74JwDquA1kxSw4Fs1UHDx4UANS2/v37CyGEWL16tcbnJ0+eLIQQIiMjQ7z22mvCz89PuLq6iurVq4sRI0aIe/fuWcU5yIfMa9oOHjyoyOOff/4Rw4cPF35+fsLDw0N07txZZGRk2Mw5WPt1+Oeff8Sbb74pKlasKFxdXUVQUJDo0qWLOHHihEoe1nwddDkHS1+H4r7PhWkatm3N10CTwudg6WsgRNHn8PTpUxEdHS3Kly8vXFxcRJUqVUT//v3V3mNLXweyXhIhhDBZ5ERERERkZdhnh4iIiOwagx0iIiKyawx2iIiIyK4x2CEiIiK7xmCHiIiI7BqDHSIiIrJrDHaIiIjIrjHYIbsTGRmJ+Ph4u3rdAQMGoFu3bkblERoaColEAolEgocPH2pNt2bNGpQtW9ao1yLtBgwYoLgOW7dutXRxiBwCgx0iE9m8eTOmTZumeBwaGorExETLFUiDqVOnIisrCz4+PpYuit07dOiQxsBywYIFyMrKskyhiBwU18YiMhE/Pz9LF6FYZcqUQWBgoKWLAeDFQq0uLi6WLkaJ8/HxYbBJVMJYs0N278GDB+jXrx98fX3h6emJDh064MKFC4rn5c02e/fuRd26dVG6dGm0b99e5a/v58+fY8SIEShbtizKlSuH8ePHo3///ipNS8rNWJGRkbh27Ro+/vhjRZMFACQkJKBRo0Yq5UtMTERoaKjicUFBAUaNGqV4rXHjxqHwqi5CCMyZMwfVqlWDh4cHXn75Zfzvf/8z6P1Zs2YNqlSpAk9PT7z55pu4d++eWprt27cjLCwM7u7uqFatGqZMmYLnz58rnv/rr7/wyiuvwN3dHfXq1cP+/ftVmmmuXr0KiUSCH374AZGRkXB3d8e6desAAKtXr0bdunXh7u6OOnXqYPHixSqvfePGDfTq1Qu+vr4oV64cunbtiqtXryqeP3ToEJo3bw4vLy+ULVsWrVq1wrVr13Q69+LO68svv0TDhg3h5eWF4OBgfPjhh3j8+LHi+WvXruGNN96Ar68vvLy8UL9+fezatQtXr15FVFQUAMDX1xcSiQQDBgzQqUxEZHoMdsjuDRgwAKdOncK2bduQkpICIQQ6duyI/Px8RZqnT59i7ty5+Pbbb3HkyBFkZGRgzJgxiudnz56N9evXY/Xq1fj1118hlUqL7G+xefNmVK5cWdFspE+zxbx587Bq1SqsXLkSR48exf3797FlyxaVNJ999hlWr16NJUuW4I8//sDHH3+Md999F4cPH9b9jQFw/PhxDBw4EB9++CHOnj2LqKgoTJ8+XSXN3r178e6772LEiBH4888/sWzZMqxZswYzZswAAMhkMnTr1g2enp44fvw4li9fjk8//VTj640fPx4jRoxAWloaYmJisGLFCnz66aeYMWMG0tLSMHPmTEycOBHffPMNgBfXJSoqCqVLl8aRI0dw9OhRRTCal5eH58+fo1u3bmjdujV+++03pKSkYMiQIYrgsijFnRcAODk54auvvsL58+fxzTff4MCBAxg3bpzi+WHDhiE3NxdHjhzB77//jtmzZ6N06dIIDg7Gpk2bAADp6enIysrCggUL9Lo2RGRCFl2GlMgMWrduLUaOHCmEEOLvv/8WAMSvv/6qeP7u3bvCw8ND/PDDD0KIf1epv3jxoiLNokWLREBAgOJxQECA+OKLLxSPnz9/LqpUqSK6du2q8XWF0Lw69uTJk8XLL7+ssm/+/PkiJCRE8TgoKEh8/vnnisf5+fmicuXKitd6/PixcHd3F8nJySr5DBo0SLzzzjta3xdN5XnnnXdE+/btVfb16tVL+Pj4KB6/+uqrYubMmSppvv32WxEUFCSEEGL37t2iVKlSIisrS/F8UlKSACC2bNkihBCKVegTExNV8gkODhbfffedyr5p06aJ8PBwIYQQK1euFLVr1xYymUzxfG5urvDw8BB79+4V9+7dEwDEoUOHtJ63NsWdlyY//PCDKFeunOJxw4YNRUJCgsa08lW8Hzx4oPF55feHiMyLfXbIrqWlpaFUqVJo0aKFYl+5cuVQu3ZtpKWlKfZ5enqievXqisdBQUG4ffs2ACAnJwe3bt1C8+bNFc87OzsjLCwMMpnMpOXNyclBVlYWwsPDFftKlSqFpk2bKpqy/vzzTzx79gzt2rVTOTYvLw+NGzfW6/XS0tLw5ptvquwLDw/Hnj17FI9Pnz6NkydPqtR4FBQU4NmzZ3j69CnS09MRHBys0hdI+b1S1rRpU8X/79y5g8zMTAwaNAhxcXGK/c+fP1f0aTl9+jQuXryIMmXKqOTz7NkzXLp0CdHR0RgwYABiYmLQrl07tG3bFj179kRQUFCx517ceXl6euLgwYOYOXMm/vzzT0ilUjx//hzPnj3DkydP4OXlhREjRuCDDz7Avn370LZtW7z99tt46aWXin1tIipZDHbIrolCfV2U9ys3dRTuKCuRSNSOLdw0oi3vojg5Oakdp9ycpgt5gLVz505UqlRJ5Tk3Nze98tLlHGQyGaZMmYK33npL7Tl3d3e197IoXl5eKvkCwIoVK1SCUeBFMClPExYWhvXr16vlVb58eQAv+vyMGDECe/bswcaNG/HZZ58hKSkJLVu2NOq8rl27ho4dO2Lo0KGYNm0a/Pz8cPToUQwaNEhxzQYPHoyYmBjs3LkT+/btw6xZszBv3jx89NFHOr0fRFQyGOyQXatXrx6eP3+O48ePIyIiAgBw7949/P3336hbt65Oefj4+CAgIAAnTpzAq6++CuBFDUBqaqpaZ2Nlrq6uKCgoUNlXvnx5ZGdnqwQIZ8+eVXmtoKAgHDt2DK+99hqAFzUdp0+fRpMmTRTn5ObmhoyMDLRu3Vqnc9CmXr16OHbsmMq+wo+bNGmC9PR01KhRQ2MederUQUZGBm7duoWAgAAAwMmTJ4t97YCAAFSqVAmXL19G3759NaZp0qQJNm7ciAoVKsDb21trXo0bN0bjxo0xYcIEhIeH47vvvis22CnuvE6dOoXnz59j3rx5cHJ60b3xhx9+UEsXHByMoUOHYujQoZgwYQJWrFiBjz76CK6urgCg9hkgopLHYIfsWs2aNdG1a1fExcVh2bJlKFOmDD755BNUqlQJXbt21Tmfjz76CLNmzUKNGjVQp04dLFy4EA8ePCiyRiM0NBRHjhxB79694ebmBn9/f0RGRuLOnTuYM2cOunfvjj179mD37t0qN/KRI0fi888/R82aNVG3bl18+eWXKnO1lClTBmPGjMHHH38MmUyGV155BVKpFMnJyShdujT69++v83mNGDECERERmDNnDrp164Z9+/apNGEBwKRJk9C5c2cEBwejR48ecHJywm+//Ybff/8d06dPR7t27VC9enX0798fc+bMwaNHjxQdlIur8UlISMCIESPg7e2NDh06IDc3F6dOncKDBw8watQo9O3bF1988QW6du2KqVOnonLlysjIyMDmzZsxduxY5OfnY/ny5ejSpQsqVqyI9PR0/P333+jXr1+x517ceVWvXh3Pnz/HwoUL8cYbb+DXX3/F0qVLVfKIj49Hhw4dUKtWLTx48AAHDhxQBNEhISGQSCTYsWMHOnbsCA8PD5QuXVrna0NEJmSx3kJEZlK4o/D9+/dFbGys8PHxER4eHiImJkb8/fffiudXr16t0iFXCCG2bNkilL8e+fn5Yvjw4cLb21v4+vqK8ePHix49eojevXtrfd2UlBTx0ksvCTc3N5W8lixZIoKDg4WXl5fo16+fmDFjhkoH5fz8fDFy5Ejh7e0typYtK0aNGiX69eun0hlaJpOJBQsWiNq1awsXFxdRvnx5ERMTIw4fPqz1fdHUQVmIF52AK1euLDw8PMQbb7wh5s6dq/Z+7NmzR0RERAgPDw/h7e0tmjdvLpYvX654Pi0tTbRq1Uq4urqKOnXqiO3btwsAYs+ePUKIfzsop6amqr3++vXrRaNGjYSrq6vw9fUVr732mti8ebPi+aysLNGvXz/h7+8v3NzcRLVq1URcXJzIyckR2dnZolu3biIoKEi4urqKkJAQMWnSJFFQUKD1fdDnvL788ksRFBSk+NysXbtWpdPx8OHDRfXq1YWbm5soX768iI2NFXfv3lUcP3XqVBEYGCgkEono37+/ymuDHZSJSoxECAM6HhA5OJlMhrp166Jnz54qsyZbs9DQUMTHx5fIUhq//vorXnnlFVy8eFGl4zf9SyKRYMuWLUYvA0JExeM8O0Q6uHbtGlasWIG///4bv//+Oz744ANcuXIFffr0sXTR9DJ+/HiULl0aOTk5Js13y5YtSEpKwtWrV7F//34MGTIErVq1YqCjwdChQ9mcRVTCWLNDpIPMzEz07t0b58+fhxACDRo0wOeff67oRGwLrl27phhFVK1aNUWnW1NYu3Ytpk2bhszMTPj7+6Nt27aYN28eypUrZ7LX0Ff9+vW1zqS8bNkyrZ2ize327duQSqUAXkxxoDxCjYjMg8EOEdkl5eCusICAALW5e4jIfjHYISIiIrvGPjtERERk1xjsEBERkV1jsENERER2jcEOERER2TUGO0RERGTXGOwQERGRXWOwQ0RERHaNwQ4RERHZtf8D+QTFYqvhog8AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Mask differences between BIOS and non-BIOS parameter map (algorithm is applied in coloured areas)\n", + "iveg_mask = (~australia005_gridinfo_data[\"iveg\"][0].isnull()).astype(\"int\")\n", + "bch_mask = (~australia005_gridinfo_data[\"bch\"].isnull()).astype(\"int\")\n", + "fig, ax = plt.subplots()\n", + "x = (iveg_mask - bch_mask).plot()\n", + "ax.set_title(\"red = original gridinfo, blue = BIOS ancillary\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "class MissingPoints:\n", + "\n", + " def __init__(self, sample_dest_map, source_map):\n", + " self.source_map = source_map\n", + " self.missing_dest_points = self._get_missing_dest_points(sample_dest_map, source_map)\n", + " self.nn_points = self._get_nn_points(sample_dest_map)\n", + " \n", + " def _get_missing_dest_points(self, dest_map, source_map):\n", + " # List source and destination points\n", + " dest_points = dest_map.stack(x=(\"latitude\", \"longitude\"))\n", + " source_points = source_map.stack(x=(\"latitude\", \"longitude\"))\n", + " missing_points = source_points[source_points.notnull() & dest_points.isnull()].x\n", + " return missing_points\n", + "\n", + " def _get_nn_points(self, dest_map):\n", + " dest_points = dest_map.stack(x=(\"latitude\", \"longitude\"))\n", + " # Eligible nearest neighbours having valid points in case value is empty\n", + " valid_dest_points = dest_points.dropna(dim=\"x\")\n", + " def nearest_point(missing_point):\n", + " # Euclidean distance to create map of distance of all valid points\n", + " dist_arr = (missing_point[0] - valid_dest_points[\"latitude\"].values) ** 2 + (missing_point[1] - valid_dest_points[\"longitude\"].values) ** 2\n", + " min_idx = np.argmin(dist_arr, axis=0)\n", + " min_lat = valid_dest_points[min_idx][\"latitude\"]\n", + " min_lon = valid_dest_points[min_idx][\"longitude\"]\n", + " return (min_lat, min_lon)\n", + " nearest_point_v = np.vectorize(nearest_point)\n", + " return nearest_point_v(self.missing_dest_points)\n", + "\n", + " def _fill_missing_points(self, dest_map):\n", + " for mp_lat, mp_lon, nn_lat, nn_lon in zip(list(self.missing_dest_points.latitude.values), list(self.missing_dest_points.longitude.values), self.nn_points[0], self.nn_points[1]):\n", + " dest_map.loc[mp_lat, mp_lon] = dest_map.loc[nn_lat, nn_lon]\n", + "\n", + " def map_points(self, dest_map):\n", + " # Result is not in-place\n", + " dest_map_res = dest_map.copy(deep=True)\n", + " # NN\n", + " self._fill_missing_points(dest_map_res)\n", + " # Remove\n", + " dest_map_res = dest_map_res.where(self.source_map.notnull())\n", + " return dest_map_res" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "mp = MissingPoints(australia005_gridinfo_data_iveg, australia005_gridinfo_data_bch)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Sample Testing of mp-algorithm\n", + "fig, ax = plt.subplots(ncols=3)\n", + "fig.set_size_inches(45,10)\n", + "fig.suptitle(\"Sample map I/O\")\n", + "ax[0].set_title(\"Original SoilTemp Map [time=0, soil=0]\")\n", + "ax[1].set_title(\"bch map used as mask\")\n", + "ax[2].set_title(\"New SoilTemp Map [time=0, soil=0]\")\n", + "australia005_gridinfo_data_iveg.plot(ax=ax[0])\n", + "australia005_gridinfo_data_bch.plot(ax=ax[1])\n", + "australia005_gridinfo_data_iveg_new = mp.map_points(australia005_gridinfo_data_iveg)\n", + "australia005_gridinfo_data_iveg_new.plot(ax=ax[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "def map_dims(dataset, param_name: str):\n", + " '''Returns parameter name with it's dimension sizes (other than longitude/latitude)'''\n", + " dim_sizes = dict(dataset[param_name].sizes)\n", + " # List of non-lat/lon dimensions, key order preserved \n", + " for loc_key in [\"latitude\", \"longitude\"]:\n", + " dim_sizes.pop(loc_key, None)\n", + " return param_name, list(dim_sizes.values())" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Point name currently being changed: Nfix\n", + "Point name currently being changed: SoilOrder\n", + "Point name currently being changed: albedo2\n", + "Point name currently being changed: Pdust\n", + "Point name currently being changed: Pwea\n", + "Point name currently being changed: isoil\n", + "Point name currently being changed: cnsd\n", + "Point name currently being changed: Ndep\n", + "Point name currently being changed: patchfrac\n", + "Point idx: 0\n", + "Point idx: 1\n", + "Point idx: 2\n", + "Point idx: 3\n", + "Point name currently being changed: iveg\n", + "Point idx: 0\n", + "Point idx: 1\n", + "Point idx: 2\n", + "Point idx: 3\n", + "Point name currently being changed: SoilMoist\n", + "Point idx: [0, 0]\n", + "Point idx: [0, 1]\n", + "Point idx: [0, 2]\n", + "Point idx: [0, 3]\n", + "Point idx: [0, 4]\n", + "Point idx: [0, 5]\n", + "Point idx: [1, 0]\n", + "Point idx: [1, 1]\n", + "Point idx: [1, 2]\n", + "Point idx: [1, 3]\n", + "Point idx: [1, 4]\n", + "Point idx: [1, 5]\n", + "Point idx: [2, 0]\n", + "Point idx: [2, 1]\n", + "Point idx: [2, 2]\n", + "Point idx: [2, 3]\n", + "Point idx: [2, 4]\n", + "Point idx: [2, 5]\n", + "Point idx: [3, 0]\n", + "Point idx: [3, 1]\n", + "Point idx: [3, 2]\n", + "Point idx: [3, 3]\n", + "Point idx: [3, 4]\n", + "Point idx: [3, 5]\n", + "Point idx: [4, 0]\n", + "Point idx: [4, 1]\n", + "Point idx: [4, 2]\n", + "Point idx: [4, 3]\n", + "Point idx: [4, 4]\n", + "Point idx: [4, 5]\n", + "Point idx: [5, 0]\n", + "Point idx: [5, 1]\n", + "Point idx: [5, 2]\n", + "Point idx: [5, 3]\n", + "Point idx: [5, 4]\n", + "Point idx: [5, 5]\n", + "Point idx: [6, 0]\n", + "Point idx: [6, 1]\n", + "Point idx: [6, 2]\n", + "Point idx: [6, 3]\n", + "Point idx: [6, 4]\n", + "Point idx: [6, 5]\n", + "Point idx: [7, 0]\n", + "Point idx: [7, 1]\n", + "Point idx: [7, 2]\n", + "Point idx: [7, 3]\n", + "Point idx: [7, 4]\n", + "Point idx: [7, 5]\n", + "Point idx: [8, 0]\n", + "Point idx: [8, 1]\n", + "Point idx: [8, 2]\n", + "Point idx: [8, 3]\n", + "Point idx: [8, 4]\n", + "Point idx: [8, 5]\n", + "Point idx: [9, 0]\n", + "Point idx: [9, 1]\n", + "Point idx: [9, 2]\n", + "Point idx: [9, 3]\n", + "Point idx: [9, 4]\n", + "Point idx: [9, 5]\n", + "Point idx: [10, 0]\n", + "Point idx: [10, 1]\n", + "Point idx: [10, 2]\n", + "Point idx: [10, 3]\n", + "Point idx: [10, 4]\n", + "Point idx: [10, 5]\n", + "Point idx: [11, 0]\n", + "Point idx: [11, 1]\n", + "Point idx: [11, 2]\n", + "Point idx: [11, 3]\n", + "Point idx: [11, 4]\n", + "Point idx: [11, 5]\n", + "Point name currently being changed: SnowDepth\n", + "Point idx: 0\n", + "Point idx: 1\n", + "Point idx: 2\n", + "Point idx: 3\n", + "Point idx: 4\n", + "Point idx: 5\n", + "Point idx: 6\n", + "Point idx: 7\n", + "Point idx: 8\n", + "Point idx: 9\n", + "Point idx: 10\n", + "Point idx: 11\n", + "Point name currently being changed: Albedo\n", + "Point idx: 0\n", + "Point idx: 1\n", + "Point idx: 2\n", + "Point name currently being changed: SoilTemp\n", + "Point idx: [0, 0]\n", + "Point idx: [0, 1]\n", + "Point idx: [0, 2]\n", + "Point idx: [0, 3]\n", + "Point idx: [0, 4]\n", + "Point idx: [0, 5]\n", + "Point idx: [1, 0]\n", + "Point idx: [1, 1]\n", + "Point idx: [1, 2]\n", + "Point idx: [1, 3]\n", + "Point idx: [1, 4]\n", + "Point idx: [1, 5]\n", + "Point idx: [2, 0]\n", + "Point idx: [2, 1]\n", + "Point idx: [2, 2]\n", + "Point idx: [2, 3]\n", + "Point idx: [2, 4]\n", + "Point idx: [2, 5]\n", + "Point idx: [3, 0]\n", + "Point idx: [3, 1]\n", + "Point idx: [3, 2]\n", + "Point idx: [3, 3]\n", + "Point idx: [3, 4]\n", + "Point idx: [3, 5]\n", + "Point idx: [4, 0]\n", + "Point idx: [4, 1]\n", + "Point idx: [4, 2]\n", + "Point idx: [4, 3]\n", + "Point idx: [4, 4]\n", + "Point idx: [4, 5]\n", + "Point idx: [5, 0]\n", + "Point idx: [5, 1]\n", + "Point idx: [5, 2]\n", + "Point idx: [5, 3]\n", + "Point idx: [5, 4]\n", + "Point idx: [5, 5]\n", + "Point idx: [6, 0]\n", + "Point idx: [6, 1]\n", + "Point idx: [6, 2]\n", + "Point idx: [6, 3]\n", + "Point idx: [6, 4]\n", + "Point idx: [6, 5]\n", + "Point idx: [7, 0]\n", + "Point idx: [7, 1]\n", + "Point idx: [7, 2]\n", + "Point idx: [7, 3]\n", + "Point idx: [7, 4]\n", + "Point idx: [7, 5]\n", + "Point idx: [8, 0]\n", + "Point idx: [8, 1]\n", + "Point idx: [8, 2]\n", + "Point idx: [8, 3]\n", + "Point idx: [8, 4]\n", + "Point idx: [8, 5]\n", + "Point idx: [9, 0]\n", + "Point idx: [9, 1]\n", + "Point idx: [9, 2]\n", + "Point idx: [9, 3]\n", + "Point idx: [9, 4]\n", + "Point idx: [9, 5]\n", + "Point idx: [10, 0]\n", + "Point idx: [10, 1]\n", + "Point idx: [10, 2]\n", + "Point idx: [10, 3]\n", + "Point idx: [10, 4]\n", + "Point idx: [10, 5]\n", + "Point idx: [11, 0]\n", + "Point idx: [11, 1]\n", + "Point idx: [11, 2]\n", + "Point idx: [11, 3]\n", + "Point idx: [11, 4]\n", + "Point idx: [11, 5]\n", + "Point name currently being changed: LAI\n", + "Point idx: 0\n", + "Point idx: 1\n", + "Point idx: 2\n", + "Point idx: 3\n", + "Point idx: 4\n", + "Point idx: 5\n", + "Point idx: 6\n", + "Point idx: 7\n", + "Point idx: 8\n", + "Point idx: 9\n", + "Point idx: 10\n", + "Point idx: 11\n" + ] + } + ], + "source": [ + "mapped_param_dim = [map_dims(australia005_gridinfo_data, changed_param) for changed_param in changed_params]\n", + "# Run for all points for each param (either 0, 1 or 2 dimensional) \n", + "for pc in mapped_param_dim:\n", + " point_name = pc[0]\n", + " point_change_dimlist = pc[1]\n", + " point_change_dimsize = len(point_change_dimlist)\n", + " print(f\"Point name currently being changed: {point_name}\")\n", + " if point_change_dimsize == 0:\n", + " australia005_gridinfo_data[point_name] = mp.map_points(australia005_gridinfo_data[point_name])\n", + " elif point_change_dimsize == 1:\n", + " for i in range(point_change_dimlist[0]):\n", + " print(f\"Point idx: {i}\")\n", + " australia005_gridinfo_data[point_name][i] = mp.map_points(australia005_gridinfo_data[point_name][i])\n", + " elif point_change_dimsize == 2:\n", + " for i in range(point_change_dimlist[0]):\n", + " for j in range(point_change_dimlist[1]):\n", + " print(f\"Point idx: {[i, j]}\")\n", + " australia005_gridinfo_data[point_name][i, j] = mp.map_points(australia005_gridinfo_data[point_name][i, j])\n", + " else:\n", + " KeyError(\"Invalid spec (received more than 2 dimensions in parameter)\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "def append_attribute(data_attr, message):\n", + " return data_attr + \"\\n\" + f\"{datetime.datetime.now().strftime('%a %b %d %H:%M:%S %Y')}: \" + message" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "# Add provenance\n", + "modification_provenance = f\"{current_file_abspath}: Have the same mask original downscaled gridinfo parameters the same mask as BIOS ancillary parameters.\\nAchieved by combination of nearest neighbour finding (Euclidean distance) and removal of additional points\"\n", + "history_provenance = f\"Running all cells in {current_file_abspath}\"\n", + "\n", + "australia005_gridinfo_data.attrs[\"history\"] = append_attribute(australia005_gridinfo_data.attrs[\"history\"], history_provenance)\n", + "australia005_gridinfo_data.attrs[\"modification\"] = append_attribute(australia005_gridinfo_data.attrs[\"modification\"], modification_provenance)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# Encoding needs to be the same (xarray makes some default attribute changes based on CF-compliance, which we need to reverse)\n", + "diff_netcdf_encoding ={\n", + " \"isoil\" : {\n", + " \"dtype\": \"int32\",\n", + " \"missing_value\" : -1,\n", + " \"_FillValue\" : -1\n", + " },\n", + " \"SoilOrder\": {\n", + " \"dtype\": \"int32\",\n", + " \"missing_value\" : -1,\n", + " \"_FillValue\" : -1\n", + " },\n", + " \"Ndep\": {\n", + " \"dtype\": \"float32\",\n", + " \"missing_value\": -99.0,\n", + " \"_FillValue\": -99.0\n", + " },\n", + " \"Nfix\": {\n", + " \"dtype\": \"float32\",\n", + " \"missing_value\": -99.0,\n", + " \"_FillValue\": -99.0\n", + " },\n", + " \"Pdust\": {\n", + " \"dtype\": \"float32\",\n", + " \"missing_value\": -99.0,\n", + " \"_FillValue\": -99.0\n", + " },\n", + " \"Pwea\": {\n", + " \"dtype\": \"float32\",\n", + " \"missing_value\": -99.0,\n", + " \"_FillValue\": -99.0\n", + " }, \n", + " \"albedo2\": {\n", + " \"missing_value\": -1.0,\n", + " \"_FillValue\" : -1.0\n", + " },\n", + " \"cnsd\": {\n", + " \"missing_value\": -1.0,\n", + " \"_FillValue\" : -1.0\n", + " }\n", + "}\n", + "australia005_gridinfo_data.to_netcdf(australia005_gridinfo_output, encoding=diff_netcdf_encoding, format=\"NETCDF3_CLASSIC\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "analysis3", + "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": "3.10.14" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}