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145 lines
142 KiB
145 lines
142 KiB
{ |
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"cells": [ |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": { |
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"scrolled": false |
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}, |
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"outputs": [], |
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"source": [ |
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"import cartopy.crs as ccrs\n", |
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"import cartopy.feature as cf\n", |
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"import matplotlib.pyplot as plt\n", |
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"import numpy as np\n", |
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"\n", |
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"# proj = ccrs.LambertConformal(central_latitude = 25, \n", |
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"# central_longitude = 265, \n", |
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"# standard_parallels = (25, 25))\n", |
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"\n", |
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"# proj = ccrs.PlateCarree()\n", |
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"proj = ccrs.PlateCarree()\n", |
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"\n", |
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"# Data and coordinates (from download link above)\n", |
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"# with np.load('nam_218_20120414_1200_006.npz') as nam:\n", |
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"# dat = nam['dpc']\n", |
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"# lat = nam['lat']\n", |
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"# lon = nam['lon']\n", |
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"\n", |
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"ax = plt.axes(projection = proj)\n", |
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"# ax.pcolormesh(lon, lat, dat, transform = ccrs.PlateCarree())\n", |
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"# ax.add_feature(cf.NaturalEarthFeature(\n", |
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"# category='cultural',\n", |
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"# name='admin_1_states_provinces_lines',\n", |
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"# scale='10m',\n", |
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"# facecolor='none'))\n", |
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"\n", |
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"\n", |
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"ax.coastlines('10m')\n", |
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"# ax.add_feature(cf.BORDERS)\n", |
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"ax.add_feature(cf.STATES.with_scale('10m'))\n", |
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"\n", |
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"# The extent bounds are specified as an array [[x0, y0], [x1, y1]], \n", |
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"# where x0 is the left side of the extent, y0 is the top, x1 is the right and y1 is the bottom.\n", |
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"# extent (x0, x1, y0, y1)\n", |
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"# extent = [-180,180, -90,90] # world\n", |
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"# extent = [-90, -30, 20, -60] # south america\n", |
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"# extent = [-74, -31, 5.5, -33] # brazil\n", |
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"# extent = [-53.5, -45, -11, -20] # brazil\n", |
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"extent = [-48, -47, -16, -17] # brazil\n", |
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"# extent = [-90, -30, 20, -60]\n", |
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"# extent = [-100, 30, 0, 80]\n", |
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"# extent = [-87.35, -79.5, 24.1, 30.8]\n", |
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"\n", |
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"\n", |
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"ax.set_extent(extent, crs=ccrs.PlateCarree())\n", |
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"\n", |
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"ax.gridlines()\n", |
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"\n", |
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"plt.show()" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"# plt.figure(figsize=(5.12985642927, 3)) \n", |
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"# ax = plt.axes(projection=ccrs.PlateCarree(central_longitude=-35)) \n", |
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"# ax.set_extent([-100, 30, 0, 80]) \n", |
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"# ax.set_ylim([0, 80]) \n", |
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"# ax.coastlines(resolution='110m') \n", |
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"# gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True, linewidth=2, color='gray', alpha=0.5, linestyle='--') " |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": 2, |
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"metadata": {}, |
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"outputs": [ |
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{ |
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"data": { |
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\n", |
|
"text/plain": [ |
|
"<Figure size 432x288 with 1 Axes>" |
|
] |
|
}, |
|
"metadata": { |
|
"needs_background": "light" |
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}, |
|
"output_type": "display_data" |
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} |
|
], |
|
"source": [ |
|
"import os\n", |
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"\n", |
|
"import matplotlib.pyplot as plt\n", |
|
"from cartopy import config\n", |
|
"import cartopy.crs as ccrs\n", |
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"from matplotlib.image import imread\n", |
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"\n", |
|
"ax = plt.axes(projection=ccrs.Robinson())\n", |
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"\n", |
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"ax.set_global()\n", |
|
"# get the path to an image (in this case, a stock image which ships with cartopy)\n", |
|
"fname = os.path.join(config[\"repo_data_dir\"],\n", |
|
" 'raster', 'natural_earth', '50-natural-earth-1-downsampled.png')\n", |
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"img = imread(fname)\n", |
|
"ax.imshow(img, origin='upper', transform=ccrs.PlateCarree(), extent=[-180, 180, -90, 90])\n", |
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"\n", |
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"ax.coastlines()\n", |
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"\n", |
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"plt.show()" |
|
] |
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}, |
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{ |
|
"cell_type": "code", |
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"execution_count": null, |
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"metadata": {}, |
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"outputs": [], |
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"source": [] |
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} |
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], |
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"metadata": { |
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"kernelspec": { |
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"display_name": "Python 3", |
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"language": "python", |
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"name": "python3" |
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}, |
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"language_info": { |
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"codemirror_mode": { |
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"name": "ipython", |
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"version": 3 |
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}, |
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"file_extension": ".py", |
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"mimetype": "text/x-python", |
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"name": "python", |
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"nbconvert_exporter": "python", |
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"pygments_lexer": "ipython3", |
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"version": "3.5.2" |
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} |
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}, |
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"nbformat": 4, |
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"nbformat_minor": 2 |
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}
|
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|