feat(draw): draw dataframe on map

This commit is contained in:
Mahdi Dibaiee 2019-02-17 09:50:20 +03:30
parent a2ff08b195
commit c490f2006b
2 changed files with 43 additions and 0 deletions

41
draw.py Normal file
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from shapely.geometry import Point, MultiPoint
from shapely.ops import cascaded_union
import matplotlib.pyplot as plt
import pandas as pd
import cartopy.crs as ccrs
df = pd.read_pickle('data_final.p')
biomes = {}
biome_numbers = df['biome_num'].unique()
for n in biome_numbers:
biomes[n] = []
for (longitude, latitude), row in df.iterrows():
biomes[row.biome_num].append(Point(longitude, latitude))
ax = plt.axes(projection=ccrs.PlateCarree())
ax.stock_img()
colors={
0: '#016936',
1: '#B2D127',
2: '#77CC00',
3: '#99C500',
4: '#B6CC00',
5: '#00C5B5',
6: '#EFFF00',
7: '#FFEE00',
8: '#009BFF',
9: '#A0ADBA',
10: '#5C62FF',
11: '#00850F',
12: '#FF9E1F',
13: '#FF1F97'
}
for n in biome_numbers:
biomes[n] = MultiPoint(biomes[n]).buffer(1)
ax.add_geometries(biomes[n], ccrs.PlateCarree(), facecolor=colors[n])
plt.show()

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@ -5,3 +5,5 @@ descartes==1.1.0
pysal==2.0.0 pysal==2.0.0
rasterio==1.0.15 rasterio==1.0.15
tensorflow==1.12.0 tensorflow==1.12.0
Cartopy==0.17.0
numpy==1.16.1