{ "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Cartopy in a nutshell\n", "\n", "Cartopy is a Python package that provides easy creation of maps, using matplotlib, for the analysis and visualisation of geospatial data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to create a map with cartopy and matplotlib, we typically need to import pyplot from matplotlib and cartopy's crs (coordinate reference system) submodule. These are typically imported as follows:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "input": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs" ], "language": "python", "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cartopy's matplotlib interface is set up via the `projection` keyword when constructing a matplotlib `Axes` / `SubAxes` instance. The resulting axes instance has new methods, such as the **``coastlines()``** method, which are specific to drawing cartographic data:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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Hj6aHhwd/+OEHNm/enNbW1vTz8+PcuXPZr18/MeKrX79+fPz4cYllvHz5Mg0N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\nQmCC\n", "text": [ "" ], "metadata": {} } ], "input": [ "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.coastlines()\n", "plt.show()" ], "language": "python", "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "To draw cartographic data, we use the the standard matplotlib plotting routines with an additional **transform** keyword argument. The value of the **transform** argument should be the cartopy coordinate reference system *of the data being plotted*:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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7QkFBQcyo8CmTnp6Ojh07wszMDMuWLSvSbc7d3R2hoaFYvnw57ty5Ay8vL4wY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\nSUVORK5CYII=\n", "text": [ "" ], "metadata": {} } ], "input": [ "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.coastlines()\n", "ax.set_global()\n", "plt.plot([-100, 50], [25, 25], linewidth=4, transform=ccrs.Geodetic())\n", "plt.show()" ], "language": "python", "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that unless we specify a map extent (we did so via the **``set_global``** method in this case) the map will zoom into the range of the plotted data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add graticule lines and tick labels to the map using the gridlines method (this currently is limited to just a few coordinate reference systems):" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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BISEh/+ptdXV1HDlyJN/xOnXqwNTUFO/fv4erqysePXoEa2vrAvM7efIkAgICcOXKFair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"text": [ "" ], "metadata": {} } ], "input": [ "ax = plt.axes(projection=ccrs.Mercator())\n", "ax.coastlines()\n", "gl = ax.gridlines(draw_labels=True)\n", "plt.show()" ], "language": "python", "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can control the specific tick values by using matplotlib's locator object, and the formatting can be controlled with matplotlib formatters:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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58OHDYtOIRCJu3bqVgwcPpqenJ318fJiRkVFs2rt37xZSFvn3sKAbuY2NDTU1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GAAAA\nuklEQVQdoAuayDD4x3lvgeblLYonyOfWH43dOhOIB7bl77cEfkJzASPQhKIWUBBufAVQ1g1+vLjK\nP4rlReAcGhPPSaCnoYR6gO7ARTTP3nullDUEHfknKmwVGr9VOLARcDeQTAq642c0JmIVmn7zDaAF\nmpftM8ARNKbjAv6N5lmN5J/IMQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF\nBQUFBQUFBQUFBQWFx4r/D5g2ApQLdyzXAAAAAElFTkSuQmCC\n", "text": [ "" ], "metadata": {} } ], "input": [ "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LATITUDE_FORMATTER\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.coastlines()\n", "gl = ax.gridlines(draw_labels=True)\n", "\n", "gl.xlocator = mticker.FixedLocator([-180, -45, 0, 45, 180])\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "plt.show()" ], "language": "python", "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cartopy cannot currently label all types of projection, though more work is intended on this functionality in the future." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----\n", "\n", "**Exercise 1:**\n", "\n", "The following snippet of code produces coordinate arrays and some data in a rotated pole coordinate system. The coordinate system for the `x` and `y` values, which is similar to that found in the some limited area models of Europe, has a projection \"north pole\" at 177.5 longitude and 37.5 latitude." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "input": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "\n", "x = np.linspace(310, 390, 25)\n", "y = np.linspace(-24, 25, 35)\n", "x2d, y2d = np.meshgrid(x, y)\n", "\n", "data = np.cos(np.deg2rad(y2d) * 4) + np.sin(np.deg2rad(x2d) * 4)" ], "language": "python", "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "1\\. Define a cartopy coordinate reference system which represents a rotated pole with a pole latitude of 37.5 and a pole longitude of 177.5." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "input": [ "" ], "language": "python", "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "2\\. Produce a map, with coastlines, using the coordinate reference system created in #1." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "input": [ "" ], "language": "python", "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "3\\. Produce a map, with coastlines, in a Plate Carree projection with a pcolormesh of the data generated by the code snippet provided at the beginning of the example. Remember that the data is supplied in the rotated coordinate system defined in #1." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "input": [ "" ], "language": "python", "prompt_number": 6 } ] } ], "cells": [], "metadata": { "name": "", "signature": "sha256:3b9af3a7a66048b62518abd29ab378e06333bfdc18561d08ef4c79d9372139c6" }, "nbformat": 3, "nbformat_minor": 0 }