From c4bbac603dc4680dc5b0d62bd93b7bfa2ec85d61 Mon Sep 17 00:00:00 2001 From: jenseva Date: Thu, 28 Apr 2022 13:32:43 -0700 Subject: [PATCH] Add files via upload Text edits and minor code revisions after testing. --- Satellite_data_polar_cartopy_plot.ipynb | 173 +++++++++++++++--------- 1 file changed, 109 insertions(+), 64 deletions(-) diff --git a/Satellite_data_polar_cartopy_plot.ipynb b/Satellite_data_polar_cartopy_plot.ipynb index f18d445..cd8247e 100644 --- a/Satellite_data_polar_cartopy_plot.ipynb +++ b/Satellite_data_polar_cartopy_plot.ipynb @@ -4,26 +4,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This example demonstrates requesting gridded data from ERDDAP and plotting the returned data in polar projection with cartopy. " + "# Satellite Data Polar Cartopy Plot Example\n", + "\n", + "This example demonstrates requesting MUR SST satellite from the PolarWatch ERDDAP and then plotting the data in polar projection with cartopy. " ] }, { "cell_type": "code", - "execution_count": 42, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " * NetCDF Url: https://polarwatch.noaa.gov/erddap/griddap/jplMURSST41.nc?analysed_sst[(2018-03-07T09:00:00Z):1:(2018-03-07T09:00:00Z)][(-89.99):100:(89.99)][(-179.99):100:(180.0)]\n" - ] - } - ], + "execution_count": 22, + "metadata": {}, + "outputs": [], "source": [ - "%matplotlib inline\n", "import matplotlib.path as mpath\n", "import matplotlib.pyplot as plt\n", "from netCDF4 import Dataset as netcdf_dataset\n", @@ -34,7 +25,41 @@ "import os\n", "import dateutil.parser\n", "from dateutil.relativedelta import *\n", - "from datetime import datetime, timedelta\n", + "from datetime import datetime, timedelta" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Make a data request from ERDDAP\n", + "\n", + "Here we define a data request with a dataset ID, the variable to download and the time stamp to download. We use this info to form our data request.\n", + "\n", + "MUR SST is a high-resolution global dataset so here we select one time stamp and subset the data to get only data in the Southern ocean and only get every 100th cell to minimize the size of the data request.\n", + "\n", + "Note that datasets in ERDDAP may for may not have an altitude dimension. \n", + "An altitude request is required if the dataset includes an altidude dimension.\n", + "Here is example formatting of a request with altitude:\n", + "\n", + "query = param +'[(%s):%s:(%s)][(%s):%s:(%s)][(%f):%s:(%f)][(%f):%s:(%f)]' % (timestart,timesub,timeend,altMin,altsub, altMax,lat1,latsub,lat2,minlon,lonsub,maxlon)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NetCDF Request URL: https://polarwatch.noaa.gov/erddap/griddap/jplMURSST41.nc?analysed_sst[(2018-03-07T09:00:00Z):1:(2018-03-07T09:00:00Z)][(-89.99):100:(-60)][(-179.99):100:(180.0)]\n" + ] + } + ], + "source": [ + "\n", "\n", "# define dataset, parameter and time for data request\n", "datasetId = 'jplMURSST41'\n", @@ -45,7 +70,7 @@ "# from -50 degrees to the south pole, reducing data request latutudinal resolution by a factor of 100\n", "lat1 = -89.99\n", "lat2 = -60\n", - "# all longitudes, reducing by a factor of 100\n", + "# Get all longitudes\n", "lon1 = -179.99\n", "lon2 = 180.00\n", "\n", @@ -59,37 +84,33 @@ "\n", "query = param + timeQuery + latQuery + lonQuery\n", "\n", - "\n", - "# Note that datasets in ERDDAP may for may not have an altitude dimension. \n", - "# An altitude request is required if the dataset includes an altidude dimension.\n", - "# Here is example formatting of a request with altitude:\n", - "# query = param +'[(%s):%s:(%s)][(%s):%s:(%s)][(%f):%s:(%f)][(%f):%s:(%f)]' % (timestart,timesub,timeend,altMin,altsub, altMax,lat1,latsub,lat2,minlon,lonsub,maxlon)\n", - "\n", "requestUrl = base_url + query\n", "\n", - "print(' * NetCDF Url: ' + requestUrl)" + "print('NetCDF Request URL: ' + requestUrl)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Request the data from ERDDAP" ] }, { "cell_type": "code", - "execution_count": 43, - "metadata": { - "collapsed": false - }, + "execution_count": 24, + "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "/home/jenn/anaconda2/envs/geo3/lib/python3.6/site-packages/urllib3/connectionpool.py:852: InsecureRequestWarning: Unverified HTTPS request is being made. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#ssl-warnings\n", - " InsecureRequestWarning)\n" + "NetCDF file retrieved\n" ] } ], "source": [ - "# Request the data from ERDDAP\n", - "\n", - "# Filename, location to store the requested data\n", + "# Filename and location to store the requested data\n", "file = 'dataset.nc'\n", "\n", "http = urllib3.PoolManager()\n", @@ -104,46 +125,58 @@ "\n", "r.release_conn()\n", "\n", - "#netcdf data object\n", - "dataset = netcdf_dataset(file)\n" + "# netcdf data object\n", + "dataset = netcdf_dataset(file)\n", + "\n", + "print('NetCDF file retrieved')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Open NetCDF and load data for plotting" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, + "execution_count": 25, + "metadata": {}, "outputs": [], "source": [ - "# Open netcdf and get data for plotting\n", - "\n", "data = dataset.variables[param][0, :, :]\n", "lats = dataset.variables['latitude'][:]\n", "lons = dataset.variables['longitude'][:]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Make a polar projected plot using cartopy\n", + "\n", + "Next we will demonstrate how to plot the data on a polar stereographic map using cartopy." + ] + }, { "cell_type": "code", - "execution_count": 48, - "metadata": { - "collapsed": false - }, + "execution_count": 26, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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1m7mWGPLB8mcCs0Hn4u/9YwtzT57bK2YDT22BSubJw8PRZ2zuHvoS2itl9A5X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QHPVWE8uAeyJNDkg39vEnePvje5VeMPgoP2Oapw15kTyu13TLuS0MpO/N2EQVsawrjQhrtThHWl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\npNur1ervzhbxYP+kc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\n", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ - "# Make a polar plot using cartopy\n", - "\n", "fig = plt.figure() \n", "\n", "# Set area ouside of circle to transparent\n", @@ -153,8 +186,7 @@ "ax1 = plt.axes(projection = ccrs.SouthPolarStereo() )\n", "ax1.set_global()\n", "\n", - "# Compute a circle in axes coordinates, to use as a boundary\n", - "# for the map.\n", + "# Compute a circle in axes coordinates, to use as a boundary for the map.\n", "theta = np.linspace( 0, 2 * np.pi, 100 )\n", "center, radius = [0.5, 0.5], 0.5\n", "verts = np.vstack( [np.sin(theta), np.cos(theta)] ).T\n", @@ -164,36 +196,49 @@ "# set plot background color (water)\n", "ax1.set_facecolor('#e4f1f2')\n", "\n", - "#get data limits\n", + "# get data limits\n", "vmaxData = np.amax(data)\n", "vminData = np.amin(data)\n", "\n", "colormap = 'rainbow'\n", - "dataplt = ax1.pcolormesh(lons,lats,data,vmin=vminData,cmap=colormap,vmax=vmaxData,transform=ccrs.PlateCarree())\n", "\n", - "# reduce equatorward extent\n", - "ax1.set_extent([-4000000, 4000000, -4000000, 4000000], thisproj)\n", + "dataplt = ax1.pcolormesh(\n", + " lons,\n", + " lats,\n", + " data,\n", + " vmin=vminData,\n", + " cmap=colormap,\n", + " vmax=vmaxData,\n", + " transform=ccrs.PlateCarree()\n", + ")\n", + "\n", + "# reduce equatorward extent of plot\n", + "ax1.set_extent([-4000000, 4000000, -4000000, 4000000], ccrs.SouthPolarStereo())\n", "\n", "# Add Land\n", - "ax1.add_feature( cartopy.feature.LAND, zorder=1, edgecolor='none', facecolor='#bbbbbb') #fae5c9')\n", + "ax1.add_feature( cartopy.feature.LAND, zorder=1, edgecolor='none', facecolor='#bbbbbb') \n", "\n", "# Add coastline\n", "ax1.coastlines(color='#aaaaaa')\n", "\n", "# Add lat lon rings\n", - "ax1.gridlines(alpha='0.3')\n", + "ax1.gridlines(alpha=0.3)\n", "\n", - "# Make border thinner\n", - "ax1.outline_patch.set_linewidth(0.5)\n", - "ax1.outline_patch.set_edgecolor('#333333')\n", "plt.show()\n", " " ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "geo3jupyter", + "display_name": "Python (geo3)", "language": "python", "name": "geo3" }, @@ -207,7 +252,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.1" + "version": "3.7.8" } }, "nbformat": 4,