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Drawing Natural Earth bathymetry
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "%matplotlib inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import cartopy.crs as ccrs\n", | |
| "from cartopy.feature import NaturalEarthFeature\n", | |
| "import matplotlib.pyplot as plt" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "bathym_6000 = NaturalEarthFeature(name='bathymetry_E_6000',\n", | |
| " scale='10m', category='physical')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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EBAcHv+hdYr0E2GD1H6ijowOpqamQy+VQVVWFTCaDQCBAdXU1pk+fDjs7O+ax+/btw4IF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\nAAAASUVORK5CYII=\n", | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x7f30d0840d90>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.figure(figsize=(12, 12))\n", | |
| "ax = plt.axes(projection=ccrs.PlateCarree())\n", | |
| "ax.add_feature(bathym_6000, facecolor='blue')\n", | |
| "ax.coastlines()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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acO7cOerUqQPAqVOn2LZtG+7u7kiSRHBwcKbXP3jwgPHjx3P+/Pl81V3q+vXr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\n", | |
| "text/plain": [ | |
| "<matplotlib.figure.Figure at 0x7f30ee2c1450>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.figure(figsize=(12, 12))\n", | |
| "ax = plt.axes(projection=ccrs.PlateCarree())\n", | |
| "\n", | |
| "cmap = plt.get_cmap('Blues')\n", | |
| "norm = plt.normalize(0, 10000)\n", | |
| "\n", | |
| "for letter, level in [\n", | |
| " #('L', 0),\n", | |
| " #('K', 200),\n", | |
| " #('J', 1000),\n", | |
| " #('I', 2000),\n", | |
| " #('H', 3000),\n", | |
| " #('G', 4000),\n", | |
| " #('F', 5000),\n", | |
| " ('E', 6000),\n", | |
| " ('D', 7000),\n", | |
| " ('C', 8000),\n", | |
| " ('B', 9000),\n", | |
| " ('A', 10000)]:\n", | |
| " bathym = NaturalEarthFeature(name='bathymetry_{}_{}'.format(letter, level),\n", | |
| " scale='10m', category='physical')\n", | |
| " ax.add_feature(bathym, facecolor=cmap(norm(level)), edgecolor='face')\n", | |
| "ax.set_extent([135, 145, 31, 36])\n", | |
| "ax.coastlines('10m')\n", | |
| "plt.show()" | |
| ] | |
| } | |
| ], | |
| "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": "2.7.10" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 0 | |
| } |
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