Geopandas

Uncomment the following line to install geemap if needed.

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# !pip install geemap

# !pip install geemap

In [ ]:

import os
import geemap
import pandas as pd
import geopandas as gpd

import os import geemap import pandas as pd import geopandas as gpd

In [ ]:

# geemap.update_package()

# geemap.update_package()

Create an interactive map¶

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Map = geemap.Map()
Map

Map = geemap.Map() Map

Convert ee.FeatureCollection to Pandas DataFrame¶

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countries_shp = '../data/countries.shp'
countries = geemap.shp_to_ee(countries_shp)
Map.addLayer(countries, {}, 'Countries')

countries_shp = '../data/countries.shp' countries = geemap.shp_to_ee(countries_shp) Map.addLayer(countries, {}, 'Countries')

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df = geemap.ee_to_pandas(countries, selectors=['id', 'name'])
df.head()

df = geemap.ee_to_pandas(countries, selectors=['id', 'name']) df.head()

Convert ee.FeatureCollection to GeoPandas GeoDataFrame¶

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gdf = geemap.ee_to_geopandas(countries, selectors=['id', 'name'])
gdf.head()

gdf = geemap.ee_to_geopandas(countries, selectors=['id', 'name']) gdf.head()

Convert Pandas DataFrame to ee.FeatureCollection¶

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in_csv = 'https://raw.githubusercontent.com/giswqs/data/main/world/world_cities.csv'

in_csv = 'https://raw.githubusercontent.com/giswqs/data/main/world/world_cities.csv'

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df = pd.read_csv(in_csv)
df.head()

df = pd.read_csv(in_csv) df.head()

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fc = geemap.pandas_to_ee(df, latitude="latitude", longitude="longitude")

fc = geemap.pandas_to_ee(df, latitude="latitude", longitude="longitude")

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Map.addLayer(fc, {}, "pandas to ee")
Map

Map.addLayer(fc, {}, "pandas to ee") Map

Convert GeoPandas GeoDataFrame to ee.FeatureCollection¶

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gdf = gpd.read_file(
    "https://raw.githubusercontent.com/giswqs/data/main/us/us_states.geojson"
)
gdf.head()

gdf = gpd.read_file( "https://raw.githubusercontent.com/giswqs/data/main/us/us_states.geojson" ) gdf.head()

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fc = geemap.geopandas_to_ee(gdf)

fc = geemap.geopandas_to_ee(gdf)

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Map.addLayer(fc, {}, "geopandas to ee")
Map

Map.addLayer(fc, {}, "geopandas to ee") Map

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Last update: 2022-09-24