atlas_of_animated_earth

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annotate_map_labels.ipynb 
339 строк · 615.2 Кб
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{
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 "cells": [
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  {
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   "cell_type": "code",
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   "execution_count": 1,
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   "metadata": {},
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   "outputs": [
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    {
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     "name": "stdout",
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     "output_type": "stream",
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     "text": [
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      "watermark                       1.8.1\n",
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      "cartopy                         0.17.0\n",
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      "matplotlib                      3.0.3\n",
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      "matplotlib.backends.backend_pdf 3.0.3\n",
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      "ELEANOR LUTZ 2019-07-07 \n",
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      "\n",
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      "CPython 3.7.1\n",
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      "IPython 7.2.0\n",
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      "\n",
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      "compiler   : MSC v.1900 64 bit (AMD64)\n",
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      "system     : Windows\n",
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      "release    : 10\n",
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      "machine    : AMD64\n",
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      "processor  : Intel64 Family 6 Model 63 Stepping 2, GenuineIntel\n",
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      "CPU cores  : 12\n",
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      "interpreter: 64bit\n"
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     ]
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    }
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   ],
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   "source": [
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    "import cartopy.crs as ccrs\n",
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    "import cartopy.io.shapereader as shpreader\n",
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    "\n",
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    "import matplotlib\n",
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    "import matplotlib.pyplot as plt\n",
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    "import matplotlib.backends.backend_pdf as pdf\n",
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    "\n",
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    "# Watermark is not required for this code, but is included for information. \n",
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    "import watermark\n",
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    "%load_ext watermark\n",
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    "%watermark -a \"ELEANOR LUTZ\" -d -v -iv -m"
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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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   "source": [
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    "# Define variables used across all maps (size, color, projection center points)\n",
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    "\n",
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    "figsize = (19.53/2, 18.55/2)\n",
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    "ortho = [330, 30]"
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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": 3,
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   "metadata": {},
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   "outputs": [],
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   "source": [
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    "# Define function to save images in a standardized way \n",
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    "\n",
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    "def set_save_image(fig, savename, dpi=600, show=False):\n",
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    "    # Output text as editable PDF text objects instead of shapes\n",
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    "    matplotlib.rcParams['pdf.fonttype'] = 42\n",
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    "    \n",
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    "    # Force PDF to respect zorder by supressing image compositing\n",
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    "    matplotlib.rcParams['image.composite_image'] = False\n",
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    "\n",
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    "    # Remove borders on the plot axes\n",
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    "    for ax in fig.get_axes():\n",
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    "        ax.set_xticks([])\n",
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    "        ax.set_yticks([])\n",
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    "        ax.spines['bottom'].set_visible(False)\n",
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    "        ax.spines['left'].set_visible(False)\n",
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    "        ax.spines['top'].set_visible(False)\n",
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    "        ax.spines['right'].set_visible(False)\n",
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    "        ax.set_global()\n",
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    "        \n",
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    "    # Remove all padding and margins\n",
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    "    plt.subplots_adjust(top=1, bottom=0, right=1, left=0, hspace=0, wspace=0)\n",
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    "    plt.margins(0,0)\n",
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    "    plt.gca().xaxis.set_major_locator(matplotlib.pyplot.NullLocator())\n",
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    "    plt.gca().yaxis.set_major_locator(matplotlib.pyplot.NullLocator())\n",
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    "        \n",
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    "    if savename.split('.')[-1] == 'pdf':\n",
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    "        pp = pdf.PdfPages(savename, keep_empty=False)\n",
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    "        pp.savefig(fig)\n",
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    "        pp.close()\n",
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    "    elif savename.split('.')[-1] == 'png':\n",
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    "        plt.savefig(savename, format='png', dpi=dpi, pad_inches=0, transparent=True)\n",
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    "    else:\n",
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    "        print(\"Unrecognized file format, plot not saved!\")\n",
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    "\n",
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    "    if show == True: \n",
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    "        plt.show()\n",
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    "    plt.clf()\n",
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    "    plt.close('all')"
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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": 4,
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   "metadata": {
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    "scrolled": false
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   },
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   "outputs": [
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    {
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     "data": {
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      "image/png": 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\n",
113
      "text/plain": [
114
       "<Figure size 703.08x667.8 with 1 Axes>"
115
      ]
116
     },
117
     "metadata": {},
118
     "output_type": "display_data"
119
    }
120
   ],
121
   "source": [
122
    "# PLOT PHYSICAL GEOGRAPHY LABELS\n",
123
    "\n",
124
    "fname = \"./data/Natural_Earth/ne_10m_geography_regions_points/ne_10m_geography_regions_points.shp\"\n",
125
    "savename = './figures/water_point_labels.pdf'\n",
126
    "shp = shpreader.Reader(fname)\n",
127
    "\n",
128
    "fig = plt.figure(figsize=figsize)\n",
129
    "grid = matplotlib.gridspec.GridSpec(5565, 5859)\n",
130
    "ax = fig.add_subplot(grid[39:5565-39, 186:5859-186], projection=ccrs.Orthographic(*ortho))\n",
131
    "\n",
132
    "for record, state in zip(shp.records(), shp.geometries()):\n",
133
    "    text = record.attributes['name']\n",
134
    "    lat_y = record.attributes['lat_y']\n",
135
    "    long_x = record.attributes['long_x']\n",
136
    "    scalerank = record.attributes['scalerank']\n",
137
    "    fontsize = min(1, max(0, (6-(scalerank-2))/6))*7+4\n",
138
    "    if fontsize > 7 and len(text) > 1:\n",
139
    "        ax.text(long_x, lat_y, text, transform=ccrs.PlateCarree(), \n",
140
    "                ha='left', va='center', fontsize=fontsize, color='k')\n",
141
    "        ax.scatter(long_x, lat_y, transform=ccrs.PlateCarree(), s=10, color='#10112d', edgecolor=None)\n",
142
    "\n",
143
    "set_save_image(fig, savename, show=True)"
144
   ]
145
  },
146
  {
147
   "cell_type": "code",
148
   "execution_count": 5,
149
   "metadata": {},
150
   "outputs": [
151
    {
152
     "data": {
153
      "image/png": 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\n",
154
      "text/plain": [
155
       "<Figure size 703.08x667.8 with 1 Axes>"
156
      ]
157
     },
158
     "metadata": {},
159
     "output_type": "display_data"
160
    }
161
   ],
162
   "source": [
163
    "# PLOT ELEVATION LABELS\n",
164
    "\n",
165
    "fname = \"./data/Natural_Earth/ne_10m_geography_regions_elevation_points/ne_10m_geography_regions_elevation_points.shp\"\n",
166
    "savename = './figures/mountain_labels.pdf'\n",
167
    "shp = shpreader.Reader(fname)\n",
168
    "\n",
169
    "fig = plt.figure(figsize=figsize)\n",
170
    "grid = matplotlib.gridspec.GridSpec(5565, 5859)\n",
171
    "ax = fig.add_subplot(grid[39:5565-39, 186:5859-186], projection=ccrs.Orthographic(*ortho))\n",
172
    "\n",
173
    "for record, state in zip(shp.records(), shp.geometries()):\n",
174
    "    text = record.attributes['name']\n",
175
    "    lat_y = record.attributes['lat_y']\n",
176
    "    long_x = record.attributes['long_x']\n",
177
    "    scalerank = record.attributes['scalerank']\n",
178
    "    fontsize = min(1, max(0, (6-(scalerank-2))/6))*7+4\n",
179
    "    if (fontsize > 7) and len(text) > 0:\n",
180
    "        ax.text(long_x, lat_y, text, transform=ccrs.PlateCarree(), \n",
181
    "                ha='left', va='center', fontsize=fontsize, color='k')\n",
182
    "        ax.scatter(long_x, lat_y, transform=ccrs.PlateCarree(), s=10, color='#10112d', edgecolor=None)\n",
183
    "        \n",
184
    "set_save_image(fig, savename, show=True)"
185
   ]
186
  },
187
  {
188
   "cell_type": "code",
189
   "execution_count": 6,
190
   "metadata": {},
191
   "outputs": [
192
    {
193
     "data": {
194
      "image/png": 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\n",
195
      "text/plain": [
196
       "<Figure size 703.08x667.8 with 1 Axes>"
197
      ]
198
     },
199
     "metadata": {},
200
     "output_type": "display_data"
201
    }
202
   ],
203
   "source": [
204
    "# PLOT CULTURAL LABELS\n",
205
    "\n",
206
    "fname = \"./data/Natural_Earth/ne_10m_populated_places/ne_10m_populated_places.shp\"\n",
207
    "savename = './figures/city_labels.pdf'\n",
208
    "shp = shpreader.Reader(fname)\n",
209
    "\n",
210
    "fig = plt.figure(figsize=figsize)\n",
211
    "grid = matplotlib.gridspec.GridSpec(5565, 5859)\n",
212
    "ax = fig.add_subplot(grid[39:5565-39, 186:5859-186], projection=ccrs.Orthographic(*ortho))\n",
213
    "\n",
214
    "for record, state in zip(shp.records(), shp.geometries()):\n",
215
    "    text = record.attributes['name_en']\n",
216
    "    lat_y = record.attributes['LATITUDE']\n",
217
    "    long_x = record.attributes['LONGITUDE']\n",
218
    "    scalerank = record.attributes['SCALERANK']\n",
219
    "    fontsize = min(1, max(0, (6-(scalerank-2))/6))*7+4\n",
220
    "    if fontsize > 10 and len(text) > 1:\n",
221
    "        ax.text(long_x, lat_y, text, transform=ccrs.PlateCarree(), \n",
222
    "                ha='left', va='center', fontsize=fontsize, color='k')\n",
223
    "        ax.scatter(long_x, lat_y, transform=ccrs.PlateCarree(), s=10, color='#10112d', edgecolor=None)\n",
224
    "\n",
225
    "set_save_image(fig, savename, show=True)"
226
   ]
227
  },
228
  {
229
   "cell_type": "code",
230
   "execution_count": 7,
231
   "metadata": {},
232
   "outputs": [
233
    {
234
     "data": {
235
      "image/png": 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\n",
236
      "text/plain": [
237
       "<Figure size 703.08x667.8 with 1 Axes>"
238
      ]
239
     },
240
     "metadata": {},
241
     "output_type": "display_data"
242
    }
243
   ],
244
   "source": [
245
    "# PLOT MARINE GEOGRAPHY LABELS\n",
246
    "\n",
247
    "fname = \"./data/Natural_Earth/ne_10m_geography_marine_polys/ne_10m_geography_marine_polys.shp\"\n",
248
    "savename = './figures/marine_labels.pdf'\n",
249
    "shp = shpreader.Reader(fname)\n",
250
    "\n",
251
    "fig = plt.figure(figsize=figsize)\n",
252
    "grid = matplotlib.gridspec.GridSpec(5565, 5859)\n",
253
    "ax = fig.add_subplot(grid[39:5565-39, 186:5859-186], projection=ccrs.Orthographic(*ortho))\n",
254
    "\n",
255
    "for record, state in zip(shp.records(), shp.geometries()):\n",
256
    "    text = record.attributes['name_en']\n",
257
    "    xmin, ymin, xmax, ymax = state.bounds\n",
258
    "    plotx, ploty = xmin+(xmax-xmin)/2, ymin+(ymax-ymin)/2\n",
259
    "    scalerank = record.attributes['scalerank']\n",
260
    "    fontsize = min(1, max(0, (6-(scalerank-2))/6))*7+4\n",
261
    "    if fontsize > 7 and len(text) > 1:\n",
262
    "        ax.text(plotx, ploty, text, transform=ccrs.PlateCarree(), \n",
263
    "                ha='left', va='center', fontsize=fontsize, color='k')\n",
264
    "        ax.scatter(plotx, ploty, transform=ccrs.PlateCarree(), s=10, color='#10112d', edgecolor=None)\n",
265
    "        \n",
266
    "set_save_image(fig, savename, show=True)"
267
   ]
268
  },
269
  {
270
   "cell_type": "code",
271
   "execution_count": 8,
272
   "metadata": {},
273
   "outputs": [
274
    {
275
     "data": {
276
      "image/png": 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\n",
277
      "text/plain": [
278
       "<Figure size 703.08x667.8 with 1 Axes>"
279
      ]
280
     },
281
     "metadata": {},
282
     "output_type": "display_data"
283
    }
284
   ],
285
   "source": [
286
    "# PLOT GLACIER LABELS\n",
287
    "\n",
288
    "fname = \"./data/Natural_Earth/ne_10m_glaciated_areas/ne_10m_glaciated_areas.shp\"\n",
289
    "savename = './figures/glacier_labels.pdf'\n",
290
    "shp = shpreader.Reader(fname)\n",
291
    "\n",
292
    "fig = plt.figure(figsize=figsize)\n",
293
    "grid = matplotlib.gridspec.GridSpec(5565, 5859)\n",
294
    "ax = fig.add_subplot(grid[39:5565-39, 186:5859-186], projection=ccrs.Orthographic(*ortho))\n",
295
    "\n",
296
    "for record, state in zip(shp.records(), shp.geometries()):\n",
297
    "    text = record.attributes['name']\n",
298
    "    xmin, ymin, xmax, ymax = state.bounds\n",
299
    "    plotx, ploty = xmin+(xmax-xmin)/2, ymin+(ymax-ymin)/2\n",
300
    "    scalerank = record.attributes['scalerank']\n",
301
    "    fontsize = min(1, max(0, (6-(scalerank-2))/6))*7+4\n",
302
    "    if fontsize > 8 and len(text) > 1:\n",
303
    "        ax.text(plotx, ploty, text, transform=ccrs.PlateCarree(), \n",
304
    "                ha='left', va='center', fontsize=fontsize, color='k')\n",
305
    "        ax.scatter(plotx, ploty, transform=ccrs.PlateCarree(), s=10, color='#10112d', edgecolor=None)\n",
306
    "\n",
307
    "set_save_image(fig, savename, show=True)"
308
   ]
309
  },
310
  {
311
   "cell_type": "code",
312
   "execution_count": null,
313
   "metadata": {},
314
   "outputs": [],
315
   "source": []
316
  }
317
 ],
318
 "metadata": {
319
  "kernelspec": {
320
   "display_name": "Python 3",
321
   "language": "python",
322
   "name": "python3"
323
  },
324
  "language_info": {
325
   "codemirror_mode": {
326
    "name": "ipython",
327
    "version": 3
328
   },
329
   "file_extension": ".py",
330
   "mimetype": "text/x-python",
331
   "name": "python",
332
   "nbconvert_exporter": "python",
333
   "pygments_lexer": "ipython3",
334
   "version": "3.7.1"
335
  }
336
 },
337
 "nbformat": 4,
338
 "nbformat_minor": 2
339
}
340

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