{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Geographic features on large-scale maps ##\n", "\n", "### Introduction ###\n", "\n", "Matplotlib, Iris and Cartopy provide between them a rich and varied plotting environment for Python. However they can be confusing to use because of the apparent similarities between them and the large number of functions, methods and keyword arguments involved.\n", "\n", "Examples of things almost always make them easier, so to aid usage of matplotlib, Iris and Cartopy, here is an example focussing on **adding geographic features to a Cartopy map**.\n", "\n", "As usual, let's import the libraries we need and check the version of Cartopy that we are using." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import matplotlib.pyplot as plt\n", "\n", "import cartopy\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeat\n", "\n", "print cartopy.__version__" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0.10.x\n" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Quick and easy mapping ###\n", "\n", "With Cartopy we can very easily generate a plot onto which we can draw various forms of data including, but not limited to, weather and climate data from Iris cubes, shapefiles, and image files.\n", "\n", "The simplest example of this is to make a world map:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.coastlines()\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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4cIAMDAyoc+fOLfrmU6dOUffu3ampqemN61AqlXTmzBmysrKiqKioFp8VFRVR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\nP2XTpk385je/ueutL8ZFwNPc3IxGo7nmvpiYGIqKi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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "What is not necessarily so clear is why this works. When the `projection` keyword argument is supplied to `plt.axes()` it has the effect of changing the resulting type of axes to a Cartopy `GeoAxes` type rather than the usual matplotlib `Axes` type. This Cartopy type inherits from the matplotlib `Axes` type but includes some additional methods. These methods provide a straightforward way for users to add features to geographic plots; in fact, the `coastlines` method used above is an example of one of these methods.\n", "\n", "Let's demonstrate these ideas:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "mpl_ax = plt.axes()\n", "carto_ax = plt.axes(projection=ccrs.Mercator())\n", "msg = '{} axes: {}, has coastlines method: {}'\n", "print msg.format('Matplotlib', type(mpl_ax), hasattr(mpl_ax, 'coastlines'))\n", "print msg.format('Cartopy', type(carto_ax), hasattr(carto_ax, 'coastlines'))\n", "\n", "plt.close() # Prevents iPython evaluating the axes calls and drawing an empty axes." ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Matplotlib axes: , has coastlines method: False\n", "Cartopy axes: , has coastlines method: True\n" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are a very wide range of features that may be added to a Cartopy GeoAxesSubplot and many modifications that can be made, using keyword arguments, to features that are added.\n", "\n", "To demonstrate this, let's redraw the first map but this time add colour to both the oceans and the land, and add grey dotted lines to indicate country borders." ] }, { "cell_type": "code", "collapsed": false, "input": [ "border_clr = (0.6, 0.6, 0.6)\n", "\n", "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.add_feature(cfeat.OCEAN)\n", "ax.add_feature(cfeat.LAND)\n", "ax.add_feature(cfeat.BORDERS, edgecolor=border_clr, linestyle=':')\n", "ax.add_feature(cfeat.COASTLINE)\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Ez2Ezzql8jWUHSP3pI/bs2oVEIqGtrR2Fwg2VWoVapSI4JARPL2/UHlrc1Vrc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"text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adjusting our map ###\n", "\n", "Notice how it's already coloured? Cartopy's `feature` module automatically adds colour to the predefined features `OCEAN` and `LAND` to make using these features as simple as possible. However this doesn't mean that these colours are fixed, as these defaults can be overridden in the `add_feature` call, as I've done for borders in the above example." ] }, { "cell_type": "code", "collapsed": false, "input": [ "sea_blue = '#d1ffff'\n", "land_green = '#006600'\n", "ctry_light_grey = '#a6a6a6'\n", "\n", "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.add_feature(cfeat.OCEAN, facecolor=sea_blue)\n", "ax.add_feature(cfeat.LAND, facecolor=land_green)\n", "ax.add_feature(cfeat.BORDERS, edgecolor=ctry_light_grey, linestyle=':')\n", "ax.add_feature(cfeat.COASTLINE)\n", "\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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AjD/Z5m8RZgaFrdOfTyMjJLUy6tC6a2f+c81/ad/u5KPX4f1AKcWqVYtZuWoRQmNK2ISE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TwtaWmn5fVx4ziXfAIGAdcmctwkN5gHop2Ij/ftdVtuZvqUITTWqGjuZcWjvRuTkKg8GUb2ak43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\nfqDIB3GXiBXWrNhxFB/fwNuf8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/QeN6zEdtLik40aQq3BmmNh5fKFtfUQHI4DvNpL0qX6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\nSAA1UUNPF/hE+OEXGowuBIqq4untjappCJsddy9PfP0DaNq8NV269aN//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"text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Zooming in ###\n", "\n", "Now let's zoom in on a smaller area bounded by the min and max lats and lons defined below. Into this smaller area we will add some more, different, features to the map, including those that haven't been predefined in Cartopy's `feature` module.\n", "\n", "Let's also define a shapely polygon from these values. We can add it to the map using another of Cartopy's axes methods and use it to illustrate the area that we are about to zoom in on. The method we'll use to do this is `add_geometries()`. It takes two arguments - an iterable of the shapely geometries to be added and the coordinate reference system in which the geometries are defined. In this case the geometries are also defined in Plate Carrée but this still needs to be specified." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import shapely.geometry\n", "\n", "latmin, latmax = -1.5, 21.5\n", "lonmin, lonmax = 75., 108.\n", "box = shapely.geometry.box(lonmin, latmin, lonmax, latmax)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.add_feature(cfeat.OCEAN, facecolor=sea_blue)\n", "ax.add_feature(cfeat.LAND, facecolor=land_green)\n", "ax.add_feature(cfeat.BORDERS, edgecolor=ctry_light_grey, linestyle=':')\n", "ax.add_feature(cfeat.COASTLINE)\n", "ax.add_geometries([box], ccrs.PlateCarree(),\n", " facecolor='none', edgecolor='b', linewidth=2)\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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AjD/Z5m8RZgaFrdOfTyMjJLUy6tC6a2f+c81/ad/u5KPX4f1AKcWqVYtZuWoRQmNK2ISE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9diZ2GHrYUtgIk3Uk0TlhhmrFmqLuS6Mme2HObtN580flnQqDU8OnEc4mmxTJ+r2+nq2dXYlQZK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"text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "To limit the plotted extent we can use the `set_extent()` method:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((lonmin, lonmax, latmin, latmax), crs=ccrs.PlateCarree())\n", "ax.add_feature(cfeat.OCEAN, facecolor=sea_blue)\n", "ax.add_feature(cfeat.LAND, facecolor=land_green)\n", "ax.add_feature(cfeat.BORDERS, edgecolor=ctry_light_grey, linestyle=':')\n", "ax.add_feature(cfeat.COASTLINE)\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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qtX59ZqWjknWF69y7WYHRx4BzYfE7H3Baj7Zs3rzWnWZEq1IP2kYN3oWEymSe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\n4DGLAq2N4rvvvjY7iRBCtEi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4AYJ2hAegxxXXY1gGHApwxznAanBNdsGnUHZ3\nAt16XcsXK5Yzf3sOb74/0SfFDsDYrz/ELGMWf/tfBTDqwh39u2BZAbjoTUTkHHJP5XJw9Z5CXxbq\nC3Y9mw0zV7Jz14UfDyL/8/Q7n2Ivs73Pw8I4AsZYg/KRyUxcsynoip2COF7wmKZJettGGOsDOLyT\nB3wJyXlVuO6ue5m2cxffrz7IkOc+platBj7vbvwXn2BX8c1Imd3E5ujugzz9xN0+aU9E5ELMnz8N\nI9qA6AB2WhrMai6GPHp7ADsNX61aXUb6pY0wl7gKfvEGYCxcPvAqpizaQcWUAFa6PuL4lBbA0h/n\nMKhdO+zGlncrtp8ZSw2SzSp8My8wnxJaVIomr2kupPqowf3AZIMvli+nVlqGjxoVESm855+5j+Hv\nvY6nU4BPS94PxlSTufuPO35VQTjYuWMzWek1obvtXSv1e/lgzjMxdhs89dmndO16dcAzFkVQT2kB\nNGmcybvTp2MuMzFW+XmkJw/sFTaPvvCWf/s5Y/OWteQdyPVeG+EriWDUMbitb2dNbYmII1YuWYgn\nzoGrIRLBiINXXngw8H2HoUqVq9P5pj7edTm/H984AsYYgwoxFZn009agL3YKEhQFD0CLFh14f8ZM\njBUGxkr/FT3GKoPkjMq0adPNb3382ohhr+Oq5IZCjBgWhd3E4tD2fTz/zP2+bVhEpBC2rll79hGB\nALDqW3z55nv6wOcjTz7/McYJE7b96ifXAWOh26ABfDN/G8lJ57oEMnQETcED0LRpGz6YOQtjlYmx\nwg9FTx7YK20eefG/vm/7HGZOHIcn1Q+fgtxgt7MZPuRVNm1e4/v2RUTO4+iOw44VPFSD0zmnGDky\nMCP14S46KoabH3/Eu009D8xZLlzL3bwwdhRPP/9p2Jz9FhRreH5v+Yr5/KldJnYdC7uh7/o3fjSo\n4KnItEU7fdbm+ViWRdMybuyeNpT1Tx/mfJPyrhSmLQ7Mr0lE5OChfXRMToYbce5j8ypIOJbEjOU6\niNAXLMuibZ0EsrcdJaVRFT6dsIAKFVKcjlVkQb+G5/caNriEYd/PxVxrYvzoo5Ge0961O4+8ELjR\nnalTv/Ae3+2nYgfAamZxYONu3nnrSf91IiLyK7NnTcSMN519gqTDofU6iNBXTNPkleFjue5f9zJp\n7paQLHYKEpQjPD9bvWYJA9tcgl3TwmpSvLlaY5lB+bwUpi/Z5aN0Bbvzz92Yu3AKVms/zzNvgOiN\npZm3Jdu//YiIAI8+NIgJoz/B096BRcu/Yiw0qFGhHl9N0Y3r4hVyIzw/q1e3KSPmLsbcZGIsNi78\nktHTYC+3eei513yaryBLv5uNVSkAi+pqQO7hHL4Y9Y7/+xKREm/Nj0vwxDtb7ID3IMKNs1bpIEIp\nlKAueADS0xsyYt5SXFvdF170rIGE9GQ6d+7r83zncuDAHnJ2ZPvu7J3zMcFuYPP6448EoDMRKel2\nrd981gXLxvcG7AtgEB1EKEUQ9AUPQK20DEYtWIZ7ewTGorOcFXA++cByAj66M+KzN3Alu7xreAKh\nNhzeeICZs8YHqEMRKanyT+X/cdLgONgbbPgGCOA6Yqu+hx9GTuFkbmHvR5CSKiQKHoAa1esyasFy\n3DvdmAsLWfTYwBIoVzOJyy/v7++IvzF97JfFuh29yNxgZBg8+9A9getTREqkFl06YG753eFiOyCp\nUWXueGEwTAH2BChMIhjRMGb0hwHqUEJVyBQ8ANUvqs3oRatx74k4+6mQv3YSzCkmkfui+M+w0QHL\n+LOtS9dD5cD2ade12bl4MytXLgxsxyJSotx89yNYmzzwqyWKrl0u2mZ15/Y7H+OeV5+GqUCg9ogk\nwdyZUwLUmYSqkCp4AKpUqcnXC9cQcSASc945ip7twJdQt0kzZm04QONGrQMdE8NlFLwHzteiwKxt\n8sQ/bw1wxyJSkjRpnEmpCtGw48xPWODZ7mHA9d5LjW+6+Z/8/b8vwXT+9xo/sipYrFq0yP8dSUgL\nuYIHvHd/jF74ExGHSmHO/VXR8/MlZ7NN/v7fl/hs9AKio0s7kjGmfCwcD3y/VobFT9N+ZOeOzYHv\nXERKjMwruvxvWmsfRJSL/M1lxtf/6T4eeu81mIH3Q6g/JcLBjTqAUM4vJAsegEqp1Riz6Ccij0Zh\nzjHhEBhjTMoZiYxbtY7rb7jP0XwVKqWAE8fixIJ5kYvBD9/iQOciUlLc8pdHsTZ7IB+M7Qa1WzX+\nw2uuufZuHh36NnwH+HPneDxYJzzs2LHJj51IqAvZggegYkpVxi1eT6nsaBgDWTddx7Qlu6hSpabT\n0Ui9qDpGdqDntLysBh4WfPktR44ecqR/EQl/9eo2JbpiLOwAY6dB194Dzvq6fv1v5fHPPoRZBmzx\nUxgTzEQX30z+3E8dSDgI6YIHICkxlUnLtvDpkgU89ezHQXPJ2UW1amOe8PEV6YWVAEaiydOD73Km\nfxEpEdr16o6x2sQ6YtG3383nfN2VvW7k6VHDMGb7r+ixEy3mz5run8YlLARHdVBM5eIrkJHRwukY\nv5FepxH2sQCcsnwOVkMPUz4cRd7pPMcyiEh4u/XuR7F3WsTXqkBMTOx5X5vV/TqeGvkJfI9fFjLb\nFWzWLlnm+4YlbIRFwROM6mc0xzruXMFDChBl88qLDzqXQUTCWlrN+sTVKU/bHlmFen1W92t56IM3\nvAuZfX1OTyIc3XLQx41KOAnqy0NDmWVZNCnlgoFApEMhtkDkilLM35ETNFN9IhJesrOPERMTW6R/\nY959ewiv3/d/0A2o4KMgNjAMhi9ZTL26TX3UqISakL08NJSZpomrrNuZnVo/qwanc/P4+KMXHQwh\nIuEsNrZskT9Q3XLbI1z/7/thMnDER0EMcCW7mDb5Cx81KOFGBY8fxVSIdbbgMcBuaPPuM0McDCEi\n8kd//8eLXHnvIJho+OzMMk95DwvnfOebxiTsqODxo4TUJEcOH/yNNMjedZSJEz51OIiIyG89PuQD\nOl5/JcZEA3xx92cibFq+ygcNSThSweNHlRw8i+cXLjCSTWZ/P8nZHCIiZ/Hym6Np1r09xiQDcovZ\nWCJkbzuGZTm4YUSClgoeP6qWlu7cWTy/YnoMUlOrOx1DROSs3h02nfRLGmF8Y0JxTtKIASIMxoz9\nyEfJJJyo4PGjtPQMbCe3pp9hHbFo1KSV0zFERM7KNE1GjFtM5fQamFNNyC9GY5fYDB54M99/P9Fn\n+SQ8qODxo4yGF2M5ePggABbYx22aNWvnbA4RkfMwTZOvpq8itnQcrC1GQzXBbmHzl6wezJ071Wf5\nJPSp4PGjtJoZ3uHZ4nxaKa5jYJYxCzwFVUTEaZERkVx9112Ym4u5FCAd7KY2d3TpyqLFs3wTTkKe\nCh4/crvdmGVdzu7UOgYxSWUcDCAiUniDbvoH1kFP8Y/0qAM0srml06UsWz7XF9EkxKng8bPo8qWd\nPYvnKCRVq+RgABGRwitdugyVW9SETcVvy65nY9ezubF9W1atWlT8BiWkqeDxs3IVEx0d4TGPm1Sv\nXce5ACIiRdTvxlsxN/nm8WQ3sLFrW1zfrhXr1i33SZsSmlTw+Fmliy5ydITHOGpQu34j5wKIiBTR\ndTfci51tw1HftGc3srFrWgzIbM6mzWt806iEHBU8flatZjquE27H+reOWjRqmulY/yIiRRUZEUn1\n1nUxNvru4FariYWnaj5XtWzMtm0bfNauhA4VPH5Ws3YG9nGHbpz3gH3CpnFjFTwiEloG3Hw3bDS8\nt6D7iN3MxlMxn74tM9i5a6vvGpaQoILHzzIyWjh3Fs8xMMu6iCoV5Uz/IiIXqE/fWzA8wBYfNmqA\ndbFFftJpsi66iJYXxdK3SwP+/X83M2XKKE7m+uJCLwlWBY0X2stsh0YnwkTe6TxaRJWCG4FAz2xt\ngbLbyvH9mkMB7lhEpPjGjBnKYwMGQaYNNXzceC5wADgIrsMurH02drZFZIVSJNeqTL2mzbmkTSc6\ndu5NufgKPu5c/KWRYcA5ahsVPAGQmV6O7MQjkBHgjpdDrbgGfDFZOxNEJDRNnvw5/+w7ALulDWl+\n7uw0cND75Trkwj5gY2XbPD1qGFndr/Nz5+IL5yt4NKUVAEPeGQpLgACPlprHXdqSLiIhrWvXq3lx\n7JcY842zXjkRaUbSKKERRoGf3wshAkgB6oOnrQertwWZNg/1v56JE4cXv31xlAqeAOjQoSd1OjfB\nXBTY327jKNTOaBLQPkVEfK1Tp968Nmk8xmITzrKrvG1yWwzDdzu6fqMG3qKn33UqekKcCp4Aee2D\n8dg7bNgTuD6tIxaNtSVdRMJA27ZZvDN9KuYyE2PV/4qbPCuP19e8jmV7N4fULFOT6rHVfdv5maLn\n4f4qekKZCp4ASUpM5ap/3InxgwmB2LR1COyTNg0btgxAZyIi/nfxxR35YOYsjJUmTXc1JT4y/g+v\niYuMo2xkWd93XgPs1t6iZ9KkEb5vX/xOi5YDyLIsMtPiyUk9DvX91QkYKw3sH216/+0m/v3ke37q\nSETEGStXLuSGi1th97Sx4s79CdLAoFe1XkzYPoE8K883nW8C4weDZ74cTteuV/umTfEZLVoOEqZp\nMuT9YbAYOOmHDo6COd4kem8sH875XsWOiISljIwWNO/XAZac/zO723Rz0nPSd8UO/DLS88++A5g8\n+XPftSt+pxEeB/Tv3pgNm1ZitfP4pkEbWA0sho5/7sXzr4zC7XbuOgsREX87cHAvnatWxO5mQ/nC\nvad5heZEmBHM3Te3+AF+Hun5ajhdu2ikJ1hohCfIvP7BeOztFuz1QWPHwZxoErU1mjenT+blN0ar\n2BGRsFehfDLtb+iJudhV6PfsytnF7pzdvgnw80hPnwGM/voD37QpfqWCxwHJyZXp98BtF76A+Tjw\nE7hmuGA0tLz8Mr7fdITM1l18HVVEJGg98dxH2AftQn943JWziy3ZWwBIjUnlksRLihegBnTu35kn\nB95Gy+plePrJv5Cdfax4bYrfaErLIZZlkVkzjpxK2QUvYM4FdoK524W9w8I+DUn1Urmkc2euu+Ee\n6tZrGojIIiJB5+EHBjJpxHCsrKJ9ekyNSaV6merM2TunWP3HR8ZzLPcY1hYL8ycX1kGL7ndfx1PP\nDStWu3JhdLVEkJo+fTT3X9EH+gHRv/ofp4HdYOw2MHYaWMcsytZIoFmHtvToez0dO/bGNDU4JyJy\nMjeH1hXLYmV6oJLTaYBDwGSDrrdew7MvfuZ0mhJHBU8Q69etERu3rMRKtzB2Ghi7Tax9HqIrlSYj\nswVdel1DjyuuJzoqxumoIiJB6dbrO7Fg2QzsVoF5XiVFJXF1jat5bfVrZ3/BUWCCQc+7b+CJpz8K\nSCbxOl/Bo9WtDnvtw3FkpVcn4nAkaS0y6HRrH/r0u4XyCUlORxMRCQl7d+3CLlP0Yqd9SnvWH1vP\nrpxdRXrf/tz9TNg+4dwviAOybMa+NpSIyFI8NvjtImcT31PB47CKKVVZesxH29NFREqg/Vt2Qu2i\nvy/Xk4vHLvq/vzY2m45vOv+L4oEs+PKFd4iMiOSf/3eO0SAJGC0EERGRkJazL9s7qlJE8/fPZ+/J\nwp8PcmnFS6lZpmbhOygHZMHwp1/nhef+VvSA4lMqeEREJGQdPLQP+6QNsb5pz/jV8o/mFZrTNrnt\nL98fzTvKgVMHitZgAtAVhv37JV79z8O+CSkXRAWPiIiErIULZmDEmRf0NCvtLs01Na755fu2yW0Z\nlD7ol+93ntj5y7k9AEsOLuFo3tGid1QB6ArvP/w0/33j30V/v/iE1vCIiEjIWr50Hma8iecCTnHN\n9eRyJO/IL9/P2z+P2Xtn//L97pM+OpUZIBHoAm89MBh3RCS33KrRnkDTCI+IiISsdauW4Smbf0Hv\n9dgeJu+Y/Mv3p63T2Phxa3sScBm8fu8jDP3wBf/1I2elgkdERELWtnXrL2jBsmNSgE7w0l0PMGqU\ntqsHkg4eFBEJoJ27tnJd1xa4I9zElC1Dmfh44solUDYhgXIJFUiokET5xBSSElNJTqlC5co1dPDo\nebSoFEVe81PeQiKUbAFzgYsZW/YRH5fgdJqwoYMHRUSChNvl4vDK/dAeOL0bdoKx2cA8bWLkGdh5\nYJ+ysU9Z2KdsOAVGjEGphGjikhOoeFFVqtSoRVp6feplNCMj42JiYny0RSnEWJZF3oFT3jNvQs1F\nwCa4e1AWn3w1z+k0JYIKHhGRAEpOroxRxsROtn6ZirGx8XCOA/AssE/Y5B7PITc7h72bdrBixXzI\nBuuYhZ1t/6YgSqlWlao10qiZXp+6Gc3IqN+C2NiygfsFBtDGTau9n+WjnE5yYayWHlZ8OZ/p00fT\nqVNvp+OEPRU8IiIBViY1jmOHDxdu7YkJlDnzdcZviiML7JwzBdHxHPZu3sHKVQvguP3bgqhcNHEp\n5UipVi1sCqL1a5dhRBrYlh2aK1JjgGbw8KCBzNl0FLdbj2R/0hoeEZEAu7bXxazauRCaBqAzC8gB\njv/vy5XjguO/HSGKq5rAiOlLqJhSNQChfCM/P5+2tcpxsuIJ7AYh+qyywRxn0uXaq3lGt6sX2/nW\n8IRiTSwiEtLqNW6G62iAPs2beE8hrgikA83A09aDJ8uDfY0Nfwa7p80x4zB9W2dw7PiR87cXRNxu\nNy+P+Bp7qe29oTwUGWC1sZj03xGsXbfM6TRhTQWPiEiANW/ZAetg0Q/K84szBZHVyuKkeYLe7eqS\ndzrP6VSF1vKSTnS4sSfmLBN/HqHjVwlg1DG469osp5OENRU8IiIB1jqzC/ZRi3OtU3aECVYHi0P7\n93FVt0ZYVpAUZIXwwqtfUCoiGmNVQas0gpfdxOLA+t28/d/HnY4StlTwiIgEWNky8bji3ME3DeMC\n6zKLLcvWcssNnZxOU2gRERG8OPxL7CU2HHM6zQVyg93G5q2HBnPo8H6n04QlFTwiIg6oWL8a5oog\nnIaJBLurzeJxM3n4H9c7nabQMlt3oe11WZjfB+HvaWFVBpIM7vxTN6eThCUVPCIiDhj61Wwic6Iw\n5wXhAzoG7G42E974hFdefsjpNIX20n9HE2mUgjVOJ7lw1iUe1kxbzDdTRjodJeyo4BERcUCFCil8\nNW81rn0RGIuDcO1JHNAFPnjkGUaMeNPpNIUSGRHJ85+OgkV4t+CHohigIbz2pG5T9zUVPCIiDqmU\nWo2Rc5dibnFhLAvCoicRuBSe/vPdTJ8+2uk0hdKuXXdaX9MFc67L6SgXLg6OHjjkdIqwo4JHRMRB\nNarX5eOZP2D8ZAbnVExloJXN33r1Y9nyuU6nKZTHn/sQa4fHe+hiKIqG3KMnnU4RdlTwiIg4LCOj\nBe9MnYax1IT1Tqc5izSggc2gS9uxdWswBvytxMSKGNFm6E5rRUN+duichRQqVPCIiASBFi068J9x\nozHmG7DZ6TR/ZDewsataXNWmEQcP7XM6ToFiK5aFw06nuEDRYOWE6vBU8FLBIyISJDp06MlTI4fB\nbAN2OJ3mj6wWFnmlT9G7TT1O5uY4Hee8KtWqEboFjxuwCYnCMpSo4BERCSJZ3a/jkQ/fgG+BPU6n\n+R0DrLYWx08cpm+n+kF9GnOdRo1xHQvRhcsGGDEGW7asdTpJWFHBIyISZK66+g7uefUpmAoE26G7\nJlidLHZt3MbAPi2dTnNOjZtnYh8KtgOOCs+INtm+bYPTMcKKCh4RkSB00y0PMejJB2EyEGw7lCPA\n7mKxeuYi/npHL6fTnFWbNt2wDlshu1PLiDHYuT0IF3OFMBU8IiJB6t77n6HvA7fCJILvjqgo72nM\n330ylqeeuMvpNH/wy06tbKeTXKAomz27tjudIqyo4BERCWKPDX6brrdegzHRCL6Hdxmgq83nz7zJ\nP/9+ndNp/iC2YtngGx0rJKuUxYE9u52OEVZU8IiIBLlnXxpOZv+u3qIn2M6jSwCugMnvDWdgn5ZB\ntZA5lHdq2aVsDu3XLi1fUsEjIhIC3nhvIg07t8KYZMApp9P8ThzYV9qsmruQbq0uIicnOIaiQnmn\nlnnMRfXadZ2OEVZU8IiIhIiPPv+etOYNML8x4bTTaX4nCqwsi30HdtK5QSo7d211OlFI79Syd1tc\n3uMqp2OEFRU8IiIhwjRNRk5YSmpadcypJuQ7neh33GB1tDhZ+gQ9G9Vy/O6tkN2plQN2rk27tt2d\nThJWVPCIiIQQ0zQZ/e1qyielYH5rBt/D3ASrlYWnVj5/ysxk8uTPHYvyy06tUFu4vAfiaiTgdrud\nThJWVPCIiISYyIhIxs1ZT9mYcpjfBeFID2fu3mpp82Cfa3j37SGO5eh22wCM6QbkOhahyMx9JvVb\ntnA6RthRwSMiEoKio2IYN28DCbFJGONMOOp0orOoAVwGr9/3fzzy4A2ORHj6+U+o16FZcE4Bnsse\nuLTLlU6nCDsqeEREQlTZMvFMXbyTy67tB2OAYLyJIAW4Aia89Qk39M90ZNv6x1/MpXxKMub3Lgj2\nNcynwTpkkdU9+M41CnUqeEREQphpmjz/n895dvQIXEtdmN8H4UhGvHfb+vJZ88jKrBHwbetuR1U/\npAAAEelJREFUt5svZqwkMrcUxuIgf+wdBzPWRWxsWaeThJ0g/5MXEZHC6Nr1aiav3UZibCrG10bw\nHbgXDXZ3i717tnNZo8rs3rMtoN3HxyUwfOYijE0G/BTQrosmHqyTHn5a+6PTScKOCh4RkTCRlJjK\n5Hlb6X7zQBgHrHM60e9EgNXZIifqOD0apjHnh28C2n2N6nV5fcIEjEUG7Aho14VngquKi+FDX3U6\nSdhRwSMiEkZM02TIsx/z0vivcK9wY84MskMKz2xbz69zmjs7deWZIfcEtPvM1l3457uvwgyCdru6\np5KH2ZMnOx0j7KjgEREJQ5069WbKup2klK/qneI66HSiXzGAukAWjHj+dXp1qsux40cC1v01197N\nVQ/eAZMNyAlYt4VXGQ6s3k3uqRDaSx8CVPCIiISp8glJTJqzmd533QQTgDUE1y6lCmD3ttm6dR2d\n0lNYsODbgHX9yL/epEWvDhjBeE1HaTDLmIwbO9TpJGFFBY+ISJj71xPv8vqUCUT8FIn5nQvynE70\nK5He6yhO18zjlg6dePG5vwes63eGTqNS+kWYM4LwxOqKMGvqOKdThBUVPCIiJUDbtllMW7+b1OSL\nMCebwTXSY4Bd34YuMOzJl+jbpUFAtq6bpskX01YQ44rFnB9cj0Mr1mLH5s1OxwgrwfUnLCIifhMf\nl8CYGT8RGREVnFuzk8DuY7Np/Wo61EpkyZLZfu8yOiqGL2avwPrJglN+767wysDBnXucThFWVPCI\niJQgbrebx9/9EBYBJ51OcxalvFvX86qdYlCbdowa9bbfu6yYUpWYymVgr9+7KrxYOHHguNMpwooK\nHhGREqZLl6uo1b4h5kKX01HOzvBePkp7myE33sHs2ZP83mWtZg0w9hp+76fQykD+0dOOXMURrlTw\niIiUQG98NAF7hwXBPGtSFezmNn/pcQXrN6z0a1dtOnXD3BdEj8RI7w+7dm1xNEY4CaI/XRERCZTk\n5MoMeOgejNlG8O1Q+rU6YKdZXNe+BQcP7fNbNz2uvB7PPk/w/F4YYJQxWb58vtNJwoYKHhGREuqB\nf75EbPk4jJVBNJVzFnZTm9Nl8+jdpp7fDuNLrVgNd3wEHPBL8xfELGuy7qdlTscIGyp4RERKKNM0\neX7oSOwfbQjsBeZFY4DVxuJ49mH6d2not3UtlepXD6qFy3Zpiy0b1jo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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The increased zoom shows up the lower resolution of the features, which is 1:110m in Cartopy's predefined features. We cannot change the resolution of the predefined features but we can create higher resolution alternatives and add them instead. This is done by instantiating a Cartopy `NaturalEarthFeature` for each feature we wish to add.\n", "\n", "The NaturalEarthFeature class automatically obtains the necessary Natural Earth shapefile data (either from a local cache or by downloading it from the internet). Each feature is defined using three strings:\n", "\n", " * Category: natural earth data is categorised as either *cultural* or *physical* data.\n", " * Name: the name of a dataset within the chosen category.\n", " * Scale: the scale of the data to use. Choose one of '10m', '50m', or '110m'.\n", " \n", "The selection of available natural earth datasets may be determined by browsing the [downloads](http://www.naturalearthdata.com/downloads/) section of the natural earth website.\n", "\n", "I also introduce another keyword argument, `zorder`, below. This sets the z-order (plotting order) of a given item added to the axes, with bigger numbers meaning it will be plotted further up, as it were. Negative numbers can also be specified to indicate that an item should be plotted below other items.\n", "\n", "Items are added to an axes in the order they appear in the code. Thus, in the example below, oceans will be plotted below land, which will be plotted below the borders and typically the coastlines would be plotted below all of these meaning they would not appear at all having been completely overdrawn by the other items. The benefit of using zorder is that if you need to add an item out of sequence for some reason you can force it to be drawn above or below other items as required." ] }, { "cell_type": "code", "collapsed": false, "input": [ "scale = '50m'\n", "\n", "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((lonmin, lonmax, latmin, latmax), crs=ccrs.PlateCarree())\n", "ax.coastlines(scale, zorder=5)\n", "\n", "oceans = cfeat.NaturalEarthFeature('physical', 'ocean', scale,\n", " edgecolor='face', facecolor=sea_blue)\n", "land = cfeat.NaturalEarthFeature('physical', 'land', scale,\n", " edgecolor='face', facecolor=land_green)\n", "borders = cfeat.NaturalEarthFeature('cultural', 'admin_0_boundary_lines_land',\n", " scale, linestyle=':',\n", " edgecolor=ctry_light_grey, facecolor='none')\n", "\n", "ax.add_feature(oceans)\n", "ax.add_feature(land)\n", "ax.add_feature(borders)\n", "\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Kqgr83nb3mO6Nmr2l99epdJZz05Wn+j1DQ5rpb6loVopAXajBV9C/3whm7tzF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"text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### More geographic features ###\n", "\n", "Now let's add more examples of natural earth data to this smaller area plot. Natural earth data includes rivers, lakes and major roads, so we will add each of these. In order to make them visible we will also return to the default colour scheme as used for the first coloured map. Transport routes only exist at 1:10m scale so we will use this scale for roads." ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = plt.figure(figsize=(10, 8))\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "ax.set_extent((lonmin, lonmax, latmin, latmax), crs=ccrs.PlateCarree())\n", "ax.coastlines(scale, zorder=5)\n", "\n", "# Add the geographical features as before.\n", "oceans = cfeat.NaturalEarthFeature('physical', 'ocean', scale,\n", " edgecolor='face', facecolor=cfeat.COLORS['water'])\n", "land = cfeat.NaturalEarthFeature('physical', 'land', scale,\n", " edgecolor='face', facecolor=cfeat.COLORS['land'])\n", "borders = cfeat.NaturalEarthFeature('cultural', 'admin_0_boundary_lines_land',\n", " scale, linestyle='--', linewidth=1.5,\n", " edgecolor=border_clr, facecolor='none')\n", "ax.add_feature(oceans)\n", "ax.add_feature(land)\n", "ax.add_feature(borders)\n", "\n", "# And add some more features.\n", "rivers = cfeat.NaturalEarthFeature('physical', 'rivers_lake_centerlines', scale,\n", " edgecolor='b', facecolor='none', linewidth=0.8)\n", "lakes = cfeat.NaturalEarthFeature('physical', 'lakes', scale,\n", " edgecolor='face', facecolor='b')\n", "roads = cfeat.NaturalEarthFeature('cultural', 'roads', '10m',\n", " edgecolor='g', facecolor='none', linewidth=0.6)\n", "ax.add_feature(rivers)\n", "ax.add_feature(lakes)\n", "ax.add_feature(roads)\n", "\n", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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SkxEMrt+/3Hna3dyF2Jx46trWJjFRzHvv5SOTvT6xA0UWB7FQxDu/9iHIoT7z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GUma8Ys4HnYC2Jf3HnndoV/iFVagiAIJWTAsG+YN7wj7du3wLts+UJr10jLkNDkCJyMHd6p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\nzTHsfXiYO+/vFyvu3ISFvUJJSYaRlQv1mrQlO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