{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## 地図を描く\n", "\n", "[Cartopy](http://scitools.org.uk/cartopy/)を使って,地図を描いてみよう。[ドキュメント](http://scitools.org.uk/cartopy/docs/latest/installing.html#installing)に従ってインストールする。\n", "\n", "```\n", "> conda install -c conda-forge cartopy\n", "```\n", "\n", "### 海岸線を描く\n", "\n", "緯度経度を地図の縦横とした地図投影法を[正距円筒図法](https://ja.wikipedia.org/wiki/正距円筒図法)(equidistant cylindrical projection, plate carrée)という。" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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zZg1/+uknYdZfpRUyme3faG5uTgMDA9rb29PNzY0ABD9ekly4cCH79u3LDx8+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\n7t3p2rUrqampKJVKiouLWbduHceOHaNLly53nKtWq9mzZw8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"text/plain": [ "<matplotlib.figure.Figure at 0x1f4d0636160>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=180))\n", "ax.coastlines()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "海岸線などデータをダウンロードしているときには,ピンクの背景でメッセージが表示されるが気にしなくてよい。緯線と経線を30度毎に引いてみる。" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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2nDdvHufPn09PT08GBgYyMDCQN2/e5LRp08Rw/fv3p0wmY2BgIBs0aEBBEGhsbCzO0ZuZ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\nHU+zAAAAAElFTkSuQmCC\n", "text/plain": [ "<matplotlib.figure.Figure at 0x1f4d0959748>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=180))\n", "ax.set_global()\n", "ax.coastlines()\n", "\n", "xticks = [0, 60, 120, 180, 240, 300, 360]\n", "yticks = [-90, -60, -30, 0, 30, 60, 90]\n", "ax.set_xticks(xticks, crs=ccrs.PlateCarree())\n", "ax.set_yticks(yticks, crs=ccrs.PlateCarree())\n", "ax.xaxis.set_major_formatter(LongitudeFormatter())\n", "ax.yaxis.set_major_formatter(LatitudeFormatter())\n", "ax.gridlines(xlocs=xticks, ylocs=yticks)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### モルワイデ図法\n", "\n", "[モルワイデ(Mollweide)図法](https://ja.wikipedia.org/wiki/モルワイデ図法)は,正積図法なので面積がどこでも等しい。今度は画像を貼ってみよう。" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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GP33LtpPja4xtQv4aQAihgLue+13v+MyJL3yKshhy6I4XcOiOF3DLnd8OaZdv29lnuqVQ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7sffMOU8NT2/FyMY5oUNVJtGHfZNPAq4clinqVSh0KDWrMZqpCSQk0JD3Zc5dCXwvz+bRCkmy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\n//Tj/NbUUWr5AAAAAElFTkSuQmCC\n", "text/plain": [ "<matplotlib.figure.Figure at 0x1f4d06f7438>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "\n", "ax = plt.axes(projection=ccrs.Mollweide(central_longitude=180))\n", "ax.stock_img()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 国境\n", "\n", "海陸を塗り分け,国境や湖,川を描いてみよう。投影には[正射図法](https://ja.wikipedia.org/wiki/正射図法)(orthographic projection)にする。" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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RtOMgmrbpzJk9K5DGReabl1AkokP/ybz1fTLva/W6X024cZEhe6tU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\n5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URHBCEW5WJkVl2ko28cp6yqEaCmoXVfVU3zqpKK6uVTbi7Z5f35yMlHLtxK\nQq9hM4RiUY5jTnZme1FutrUkT6wtycurgkyqJ5XmVckTi9RFolxVcW6OUm5OlmJuTpZQLMoVKKuo\nSVXU1KUqKmp5SiqqImVllWyhonKmgoIwDQWFJEVFpXSholKyiqp6gIqaho+iorKvfJqm4iMXrhw5\nlRD5CgE5ciohcuHKkVMJkQtXjpxKiFy4cuRUQuTClSOnEiIXrhw5lRC5cOXIqYTIhStHTiVELlw5\nciohcuHKkVMJkQtXjpxKiFy4cuRUQuTClSOnEiIXrhw5lRC5cOXIqYTIhStHTiVELlw5ciohcuHK\nkVMJkQtXjpxKyP8BR7MUIOt+v4EAAAAASUVORK5CYII=\n", "text/plain": [ "<matplotlib.figure.Figure at 0x1f4d09429e8>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "\n", "ax = plt.axes(projection=ccrs.Orthographic(\n", " central_longitude=60,\n", " central_latitude =30))\n", "\n", "ax.add_feature(cfeature.LAND)\n", "ax.add_feature(cfeature.OCEAN)\n", "ax.add_feature(cfeature.COASTLINE)\n", "ax.add_feature(cfeature.BORDERS, linestyle=':')\n", "ax.add_feature(cfeature.LAKES, alpha=0.5)\n", "ax.add_feature(cfeature.RIVERS)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 県境\n", "\n", "cartopy.features.BORDERSなどは,便利のため粗い解像度で定義されたものである。必要なものを自分で定義することもできる。県境を描いてみよう。" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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qCk9PT7i7uyMtLQ3x8fHCqg88Hu+fq7iv6OgHbGpqwvnz598oMflPRk1N7Y19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\nwwGHwwGXyx35+MHPm5qaUFBQABMTEwgEAgQFBf2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"text/plain": [ "<matplotlib.figure.Figure at 0x1f4d06233c8>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree())\n", "\n", "borders_10m = cfeature.NaturalEarthFeature(\n", " 'cultural', 'admin_1_states_provinces_lines', '10m', \\\n", " edgecolor='gray', facecolor='none')\n", "ax.add_feature(borders_10m)\n", "ax.coastlines('10m')\n", "\n", "ax.set_extent([134, 137, 33, 36])\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 飛行ルート\n", "\n", "航空機の経路は,最短距離である大円を基本としている。関西国際空港とサンフランシスコ国際空港とを二つの直線で結ぶ。一つは地図上の直線,もう一つは球面上の直線つまり大円である。" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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O5uUbPlnVMc9MHr5+JkIqN/3Q4IgHx3cFXB/QDE1owuX7Os0ryXHNpVNxJ5gn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\nad7y5IzPdWPPPujZN+PxWNu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DJRFPJduNBEFY4SyoeHrT3LvW0Nls0criaRFRQRBWJjWL\np68tEc/iexY9TQORgpIommm0UWM5vivkk8/kpxVXQRCElUDN7ZmvPB7ga0v/mGZ0UpFIK9J5RUvc\nEvXA9yyprGIoqQjN1N9XCvKhG8YkzZuCIKxUahbPr5720doJnyqon7UwkFPEI5DNK7SaXjgBAqO4\nfNfjG+dEOgVBWLkoW8N6DKWUBCkFQVjt3LTW7njUjWoST0EQBMEhKRtBEIQ6EPEUBEGoAxFPQRCE\nOhDxFARBqAMRT0EQhDoQ8RQEQagDEU9BEIQ6EPEUBEGoAxFPQRCEOvj/AQLwzHHtTJJeAAAAAElF\nTkSuQmCC\n", "text/plain": [ "<matplotlib.figure.Figure at 0x1f4ccd43780>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "\n", "ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=180))\n", "ax.add_feature(cfeature.LAND)\n", "ax.add_feature(cfeature.OCEAN)\n", "\n", "kix_lon, kix_lat = 135.232778, 34.434167\n", "sfo_lon, sfo_lat = 237.375, 37.618889\n", "lon = [kix_lon, sfo_lon]; lat = [kix_lat, sfo_lat]\n", "dlat = 6\n", "\n", "ax.set_extent([120, 250, 0, 90], ccrs.PlateCarree())\n", "\n", "plt.plot(lon, lat, color='blue', linewidth=2, marker='o', transform=ccrs.Geodetic(),)\n", "plt.plot(lon, lat, color='gray', linestyle='--', transform=ccrs.PlateCarree(),)\n", "plt.text(kix_lon, kix_lat - dlat, 'KIX', horizontalalignment='center', transform=ccrs.Geodetic())\n", "plt.text(sfo_lon, sfo_lat - dlat, 'SFO', horizontalalignment='center', transform=ccrs.Geodetic())\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }