42 lines
897 B
Python
42 lines
897 B
Python
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from shapely.geometry import Point, MultiPoint
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from shapely.ops import cascaded_union
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import matplotlib.pyplot as plt
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import pandas as pd
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import cartopy.crs as ccrs
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df = pd.read_pickle('data_final.p')
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biomes = {}
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biome_numbers = df['biome_num'].unique()
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for n in biome_numbers:
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biomes[n] = []
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for (longitude, latitude), row in df.iterrows():
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biomes[row.biome_num].append(Point(longitude, latitude))
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ax = plt.axes(projection=ccrs.PlateCarree())
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ax.stock_img()
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colors={
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0: '#016936',
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1: '#B2D127',
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2: '#77CC00',
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3: '#99C500',
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4: '#B6CC00',
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5: '#00C5B5',
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6: '#EFFF00',
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7: '#FFEE00',
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8: '#009BFF',
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9: '#A0ADBA',
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10: '#5C62FF',
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11: '#00850F',
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12: '#FF9E1F',
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13: '#FF1F97'
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}
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for n in biome_numbers:
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biomes[n] = MultiPoint(biomes[n]).buffer(1)
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ax.add_geometries(biomes[n], ccrs.PlateCarree(), facecolor=colors[n])
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plt.show()
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