{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%load_ext load_style\n", "%load_style talk.css" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Iris and Cartopy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[iris](http://scitools.org.uk/iris/index.html) and [cartopy](http://scitools.org.uk/cartopy/index.html) are developed by the [UK Met. Office](http://scitools.org.uk/).\n", "\n", "+ [iris](http://scitools.org.uk/iris/index.html) is a Python package for analysing and visualising meteorological and oceanographic data sets\n", "+ [cartopy](http://scitools.org.uk/cartopy/index.html) is a Python package for advanced map generation with a simple matplotlib interface.\n", "
\n", "
" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "import datetime as dt" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "matplotlib.rcParams['figure.figsize'] = (10.0, 8.0)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import iris" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import cartopy.crs as ccrs" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import iris.quickplot as qplt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### loading one day of Tropical Rainfall Measurement Mission (TRMM) rainfall (mm)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3B42RT_daily.2014.07.23.nc SOI_time_series.xlsx scaler_sst.pkl\r\n", "\u001b[31mDaily_clim_data_Auckland.csv\u001b[m\u001b[m dset_from_dict.nc soi_nino.csv\r\n", "EOF.pkl \u001b[31mersst.realtime.nc\u001b[m\u001b[m sst_nino3.dat\r\n", "\u001b[31mISO_datetime.xls\u001b[m\u001b[m ersst3b.nino.mth.81-10.ascii \u001b[31myear_month_day.xlsx\u001b[m\u001b[m\r\n", "\u001b[31mNIWA_SOI.csv\u001b[m\u001b[m ersst_anoms.nc\r\n" ] } ], "source": [ "!ls ../data/" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [], "source": [ "date = dt.datetime(2014,07,23)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "fname = '../data/3B42RT_daily.{}.nc'.format(date.strftime(\"%Y.%m.%d\"))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [], "source": [ "trmm = iris.load_cube(fname)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "trmm / (unknown) (time: 1; latitude: 240; longitude: 420)\n", " Dimension coordinates:\n", " time x - -\n", " latitude - x -\n", " longitude - - x\n", " Attributes:\n", " title: saved netcdf variable\n" ] } ], "source": [ "print(trmm)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [], "source": [ "lats = trmm.coord('latitude').points\n", "lons = trmm.coord('longitude').points" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([-49.875, -49.625, -49.375, -49.125, -48.875, -48.625, 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-23.125, -22.875, -22.625, -22.375, -22.125,\n", " -21.875, -21.625, -21.375, -21.125, -20.875, -20.625, -20.375,\n", " -20.125, -19.875, -19.625, -19.375, -19.125, -18.875, -18.625,\n", " -18.375, -18.125, -17.875, -17.625, -17.375, -17.125, -16.875,\n", " -16.625, -16.375, -16.125, -15.875, -15.625, -15.375, -15.125,\n", " -14.875, -14.625, -14.375, -14.125, -13.875, -13.625, -13.375,\n", " -13.125, -12.875, -12.625, -12.375, -12.125, -11.875, -11.625,\n", " -11.375, -11.125, -10.875, -10.625, -10.375, -10.125, -9.875,\n", " -9.625, -9.375, -9.125, -8.875, -8.625, -8.375, -8.125,\n", " -7.875, -7.625, -7.375, -7.125, -6.875, -6.625, -6.375,\n", " -6.125, -5.875, -5.625, -5.375, -5.125, -4.875, -4.625,\n", " -4.375, -4.125, -3.875, -3.625, -3.375, -3.125, -2.875,\n", " -2.625, -2.375, -2.125, -1.875, -1.625, -1.375, -1.125,\n", " -0.875, -0.625, -0.375, -0.125, 0.125, 0.375, 0.625,\n", " 0.875, 1.125, 1.375, 1.625, 1.875, 2.125, 2.375,\n", " 2.625, 2.875, 3.125, 3.375, 3.625, 3.875, 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5zsJdQ2Gzwnb3hUnhd+/U4x3qRhlWJpwr5ffJQ308g1vKpT/Kd85rUU3GEyRS5UM2KdTH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\nMCw+k/Izzb32+38bcIyrAn9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k5gF1mvAQwTD9xeCkXWrnZRjb/0zv4qY+lufBxXvxmTJB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Wz2jWQxQUw1iUTJi6oZ3pcwr6c3MPL0IEzXJLY8+TDst4w0S24ZIlBqL/M8lKIX91G/TX+9Kcqq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dYQP9Dwe9WSRtVwZTlajJU/z/duLsdwKOarfIpCaydKuZNLR1VNKD3j/s/O9k4nkcyCudekiP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\nRkbGXeL/ATkV8JDDPTJkAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(trmm[0].data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## quick and dirty mapping using the cartopy `qplt` function" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [], "source": [ "proj = ccrs.PlateCarree(central_longitude=-180.0)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Tt2kGNsMoJ8klO5OEl++NePUnb1IoEM+fY61XI/Rt0Or9z73r0zj3BCunVqkFDhfnQ852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ID9Tr7jJxlhx9ZjautGGrE/L/4O6aJ+OU2SRzi5PjgEVWgbWrEfPYl2wu92oJnOdiEAdUa/eO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\nbdvWWl230cZcUKvVuOGGG/jqV7/KpZdeyvX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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "\n", "ax = plt.axes(projection=proj)\n", "ax.coastlines()\n", "\n", "qplt.contourf(trmm[0], np.arange(5,50,5), cmap=plt.get_cmap('Blues'), extend='max')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## if you want more control, use the `matplotlib` interface" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The line below makes accessible some `features` that you may want to add to your map \n", "\n", "see [The cartopy Feature interface doc](http://scitools.org.uk/cartopy/docs/latest/matplotlib/feature_interface.html) for more information" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import cartopy.feature as cfeature " ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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kS9GtbJS6boylwJcWNrYorS/WA7gXX9HffrR0Jh6vMDEdGzrtukX9Frvsb2N/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pCZea70+uTm5gLoTS1X435+fr6q5xf37b+fn5/vU/MJ5PvxWq10f1zP9rztuwAAI8ZNRmpcFHbv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\niIiISMQpYBMRERGJuP8PCOBplEFvsZAAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = plt.figure()\n", "\n", "ax = plt.axes(projection=proj)\n", "\n", "im = ax.contourf(lons, lats, trmm[0].data, np.arange(5,50,5),\n", " transform=ccrs.PlateCarree(), cmap=plt.get_cmap('Blues'), extend='max')\n", "\n", "ax.coastlines(linewidth=1.5)\n", "ax.gridlines(crs=proj, draw_labels=True)\n", "cb = plt.colorbar(im, orientation='horizontal', pad=0.05)\n", "cb.set_label('TRMM rainfall for {}: mm/day'.format(date.strftime('%Y/%m/%d')), fontsize=14)\n", "\n", "ax.add_feature(cfeature.LAND, alpha=0.3); " ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0WHr/fh0pw8EdYbsCYuhu8NTFBBLWAODaC5QgtnDp2sTyZl003pkUi5keTBg3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\nFzjins6c+NbxlrEOZaWyVnh3Co2fYj5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O8eHyQxQZ7liPa4ND3GLSSR/gPh8X1hYsXZ9A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\nPReTb9mrb+DYS87Flr6T8czg+vOsevA2JhHzMWuA34YtHTF9xNBWJwYYAPy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jIrNhfR3NJsvbCFQMzU9zwDAdg9Gbp4iBePWz8n32dS4Jutgpdz6srqZPJUjrYu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\nYKQ6DuNUfzgewGtCiGVCi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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f = plt.figure()\n", "\n", "ax = plt.axes(projection=proj)\n", "\n", "im = ax.contourf(lons, lats, trmm[0].data, np.arange(5,50,5),\n", " transform=ccrs.PlateCarree(), cmap=plt.get_cmap('Blues'), extend='max')\n", "\n", "ax.coastlines(lw=0.5)\n", "ax.gridlines(crs=proj, draw_labels=True)\n", "cb = plt.colorbar(im, orientation='horizontal', pad=0.05)\n", "cb.set_label('TRMM rainfall for {}: mm/day'.format(date.strftime('%Y/%m/%d')), fontsize=14)\n", "\n", "ax.stock_img()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" } }, "nbformat": 4, "nbformat_minor": 0 }