diff --git a/Python/notebooks/Climatology_Tutorial_Roughan_et_al_2022.ipynb b/Python/notebooks/Climatology_Tutorial_Roughan_et_al_2022.ipynb new file mode 100644 index 0000000..74f3c52 --- /dev/null +++ b/Python/notebooks/Climatology_Tutorial_Roughan_et_al_2022.ipynb @@ -0,0 +1,492 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3cb15327", + "metadata": {}, + "source": [ + "# Climatology Data Products Tutorial for Roughan et al (2022)\n", + "\n", + "\n", + "

\n", + "\n", + "\n", + "\n", + "Tutorial created 18/06/2021 by Michael Hemming, NSW-IMOS, UNSW Sydney

\n", + "Using Python version 3.8.5 (managed using Anaconda)\n", + "

\n", + "This is a jupyter notebook version of the script available here:https://figshare.com/articles/software/Data_Product_tutorials_for_Roughan_et_al_Multi-decadal_ocean_temperature_time-series_and_climatologies_from_Australia_s_long-term_National_Reference_Stations_2022_/18232691?file=32991497\n", + " \n", + "
\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "88bfe015", + "metadata": {}, + "source": [ + "## Import Packages\n", + "\n", + "It may be easier to use a virtual environment and to install the required dependencies with conda\n", + "```\n", + "conda install -c conda-forge xarray dask netCDF4 bottleneck pandas s3fs matplotlib\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e3e31d8c", + "metadata": {}, + "outputs": [], + "source": [ + "# load in the netCDF files\n", + "import xarray as xr\n", + "# for data selection\n", + "import numpy as np\n", + "# for saving as .csv\n", + "import pandas as pd\n", + "# for creating plots\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "\n", + "import s3fs\n", + "# to load S3 bucket as a filesystem\n", + "\n", + "fs = s3fs.S3FileSystem(anon=True) ## mount the S3 bucket as a FS\n", + "\n", + "# imos S3 bucket starts with imos-data \n", + "imos_s3_bucket_prefix = 'imos-data'\n", + "data_dir = 'UNSW/NRS_climatology/Temperature_DataProducts/PH100'\n", + "s3_data_dir = os.path.join(imos_s3_bucket_prefix, data_dir) ## similar content as http://data.aodn.org.au/?prefix=UNSW/NRS_climatology/Temperature_DataProducts/PH100" + ] + }, + { + "cell_type": "markdown", + "id": "adf677cf", + "metadata": {}, + "source": [ + "## Demonstration: Downloading files" + ] + }, + { + "cell_type": "markdown", + "id": "348ceb80", + "metadata": {}, + "source": [ + " " + ] + }, + { + "cell_type": "markdown", + "id": "c9215c5c", + "metadata": {}, + "source": [ + "\n", + "\n", + "The netCDF files are available for download here:\n", + "http://thredds.aodn.org.au/thredds/catalog/UNSW/NRS_climatology/Temperature_DataProducts/catalog.html\n", + "\n", + "For more information on the files and methodology, please see Roughan, M., et al. \"Multi-decadal ocean temperature time-series and\n", + "climatologies from Australia's long-term National Reference Stations.\" Scientific Data (2022)\n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "id": "785e8326", + "metadata": {}, + "source": [ + "# Citation: Use of data products" + ] + }, + { + "cell_type": "markdown", + "id": "2f328eb9", + "metadata": {}, + "source": [ + "\n", + "Any and all use of the data products and code provided here must include:\n", + "
\n", + "\n", + "(a) a citation to the paper: Roughan, M., Hemming, M., Schaeffer, A. et al. Multi-decadal ocean temperature time-series and climatologies from Australia’s long-term National Reference Stations. Sci Data 9, 157 (2022). https://doi.org/10.1038/s41597-022-01224-6

\n", + "(b) a reference to the data citation as written in the netCDF file attributes

\n", + "(c) the following acknowledgement statement: Data was sourced from Australia's Integrated Marine Observing System (IMOS) - IMOS is enabled by the National Collaborative Research Infrastructure Strategy (NCRIS).\n", + " \n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "46082fa6", + "metadata": {}, + "source": [ + "# Citation: Use of tutorial / code" + ] + }, + { + "cell_type": "markdown", + "id": "952a25d8", + "metadata": {}, + "source": [ + "\n", + " \n", + "If you have found the code in this tutorial useful we would also appreciate citing the following:
\n", + " \n", + "Hemming, Michael (2022): Data Product tutorials for: Roughan et al., 'Multi-decadal ocean temperature time-series and climatologies from Australia’s long-term National Reference Stations' (2022). figshare. Software. \n", + " https://doi.org/10.6084/m9.figshare.18232691.v1\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "693b3fed", + "metadata": {}, + "source": [ + "## Demonstration: loading the netCDF files" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "03b94a57", + "metadata": {}, + "outputs": [], + "source": [ + "# define filenames\n", + "file_agg = 'Aggregated/PH100_TEMP_1953-2020_aggregated_v1.nc'\n", + "file_grid = 'Gridded/PH100_TEMP_1953-2020_gridded_v1.nc'\n", + "file_clim = 'Climatology/PH100_TEMP_1953-2020_BottleCTDMooringSatellite_climatology_v1.nc'\n", + "# load files\n", + "data_agg = xr.open_dataset(fs.open(os.path.join(s3_data_dir, file_agg))) # aggregated file\n", + "data_grid = xr.open_dataset(fs.open(os.path.join(s3_data_dir, file_grid))) # gridded file\n", + "data_clim = xr.open_dataset(fs.open(os.path.join(s3_data_dir, file_clim))) # climatology file" + ] + }, + { + "cell_type": "markdown", + "id": "5c5c6d46", + "metadata": {}, + "source": [ + "## Demonstration: scatter aggregated data over time and depth, colored by platform type " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3a2e740d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t = np.array(data_agg.TIME)\n", + "D = np.array(data_agg.DEPTH_AGG)\n", + "\n", + "fig = plt.figure()\n", + "# bottle\n", + "c = data_agg.TEMP_DATA_PLATFORM_AGG == 1\n", + "plt.scatter(x=t[c], y=D[c],s=1,marker='o')\n", + "# CTD\n", + "c = data_agg.TEMP_DATA_PLATFORM_AGG == 2\n", + "plt.scatter(x=t[c], y=D[c],s=1,marker='o')\n", + "# Mooring\n", + "c = data_agg.TEMP_DATA_PLATFORM_AGG == 3\n", + "plt.scatter(x=t[c], y=D[c],s=1,marker='o')\n", + "# Satellite\n", + "c = data_agg.TEMP_DATA_PLATFORM_AGG == 4\n", + "plt.scatter(x=t[c], y=D[c],s=1,marker='o')\n", + "# plot properties and legend\n", + "plt.gca().invert_yaxis()\n", + "plt.ylabel('Depth [m]')\n", + "plt.title('Demonstration: Port Hacking Aggregated Data')\n", + "plt.legend(['Bottle','CTD','Mooring','Satellite'],loc='lower left',\n", + " fontsize=8,ncol=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "fd89c6d1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# You can save using the following:\n", + "fname = '/tmp/test.jpg'\n", + "plt.savefig(fname,dpi=300)\n", + "# If you want to explore the data more closely, use %matplotlib qt to enable plot pop-up. Use\n", + "# %matplotlib inline to revert back" + ] + }, + { + "cell_type": "markdown", + "id": "26e84c50", + "metadata": {}, + "source": [ + "## Demonstration: Compare gridded temperature data at the surface, 20 m, 50 m, 75 m and 90 m over the last 10 years" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "87ecf9ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.plot()\n", + "ctime = data_grid.TIME >= np.datetime64('2010-01-01')\n", + "t = np.array(data_grid.TIME[ctime])\n", + "plt.scatter(t,data_grid.TEMP_GRID[1,ctime],s=2) # surface\n", + "plt.scatter(t,data_grid.TEMP_GRID[21,ctime],s=2) # 20 m\n", + "plt.scatter(t,data_grid.TEMP_GRID[51,ctime],s=2) # 50 m\n", + "plt.scatter(t,data_grid.TEMP_GRID[76,ctime],s=2) # 75 m\n", + "plt.scatter(t,data_grid.TEMP_GRID[91,ctime],s=2) # 90 m\n", + "# plot properties and legend\n", + "plt.ylabel('Temperature [deg C]')\n", + "plt.title('Demonstration: Port Hacking Gridded Data')\n", + "plt.ylim(top=29)\n", + "plt.legend(['surf','20 m','50 m','75 m','90 m'],loc='upper left',\n", + " ncol = 5,fontsize=8)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "be39dc91", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# You can save using the following:\n", + "plt.savefig(fname,dpi=300)\n", + "# If you want to explore the data more closely, use %matplotlib qt to enable plot pop-up. Use\n", + "# %matplotlib inline to revert back" + ] + }, + { + "cell_type": "markdown", + "id": "49ea3b4f", + "metadata": {}, + "source": [ + "## Demonstration: plot mean climatologies over depth" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "03e4e2af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[Text(-6209.0, 0, 'Jan'),\n", + " Text(-6178.0, 0, 'Feb'),\n", + " Text(-6150.0, 0, 'Mar'),\n", + " Text(-6119.0, 0, 'Apr'),\n", + " Text(-6089.0, 0, 'May'),\n", + " Text(-6058.0, 0, 'Jun'),\n", + " Text(-6028.0, 0, 'Jul'),\n", + " Text(-5997.0, 0, 'Aug'),\n", + " Text(-5966.0, 0, 'Sep'),\n", + " Text(-5936.0, 0, 'Oct'),\n", + " Text(-5905.0, 0, 'Nov'),\n", + " Text(-5875.0, 0, 'Dec'),\n", + " Text(-5844.0, 0, 'Jan')]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "# loop through depths to plot climatology means\n", + "for depth in range(0,len(data_clim.TEMP_AVE)):\n", + " depth_lab = str(np.int32(data_clim.DEPTH[depth])) + ' m'\n", + " plt.plot(data_clim.TIME,data_clim.TEMP_AVE[depth,:],label=depth_lab)\n", + "# plot properties and legend\n", + "plt.ylabel('Temperature [deg C]')\n", + "plt.title('Demonstration: Port Hacking Mean climatology')\n", + "plt.legend(loc='upper left', ncol = 5,fontsize=8,\n", + " bbox_to_anchor=(0, 1.0), borderpad=.5)\n", + "plt.ylim(top=25)\n", + "plt.grid(axis='x');\n", + "plt.xlim(left=np.datetime64('1953-01-01'),\n", + " right=np.datetime64('1954-01-01'))\n", + "# convert xticks to month strings\n", + "# define xticks and labels\n", + "xticks = [np.datetime64('1953-01-01'),np.datetime64('1953-02-01'),\n", + " np.datetime64('1953-03-01'),np.datetime64('1953-04-01'),\n", + " np.datetime64('1953-05-01'),np.datetime64('1953-06-01'),\n", + " np.datetime64('1953-07-01'),np.datetime64('1953-08-01'),\n", + " np.datetime64('1953-09-01'),np.datetime64('1953-10-01'),\n", + " np.datetime64('1953-11-01'),np.datetime64('1953-12-01'),\n", + " np.datetime64('1954-01-01')]\n", + "xticklabels = ['Jan','Feb','Mar','Apr','May','Jun','Jul',\n", + " 'Aug','Sep','Oct','Nov','Dec','Jan']\n", + "# set xticks and labels\n", + "ax.set_xticks(xticks)\n", + "ax.set_xticklabels(xticklabels)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1d09b238", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# You can save using the following:\n", + "plt.savefig(fname,dpi=300)\n", + "# If you want to explore the data more closely, use %matplotlib qt to enable plot pop-up. Use\n", + "# %matplotlib inline to revert back" + ] + }, + { + "cell_type": "markdown", + "id": "1afca6f7", + "metadata": {}, + "source": [ + "## Demonstration: export data as CSV files" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9f439315", + "metadata": {}, + "outputs": [], + "source": [ + "# exporting the climatology mean, 10th and 90th percentiles\n", + "# creating Pandas dataframe for saving\n", + "clim = np.transpose(np.vstack((data_clim.TEMP_AVE,\n", + " data_clim.TEMP_PER10,\n", + " data_clim.TEMP_PER90)))\n", + "column_names = ['AVE 2m','AVE 10m','AVE 20m','AVE 30m','AVE 40m',\n", + " 'AVE 50m','AVE 60m','AVE 75m','AVE 99m',\n", + " 'PER10 2m','PER10 10m','PER10 20m','PER10 30m','PER10 40m',\n", + " 'PER10 50m','PER10 60m','PER10 75m','PER10 99m',\n", + " 'PER90 2m','PER90 10m','PER90 20m','PER90 30m','PER90 40m',\n", + " 'PER90 50m','PER90 60m','PER90 75m','PER90 99m',]\n", + "clim = pd.DataFrame(clim, columns = column_names)\n", + "\n", + "# define saving location\n", + "saving_path = ('TO UPDATE')\n", + "# export data as .csv\n", + "clim.to_csv(saving_path + 'climatology.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "74288071", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.8.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}