Geopandas

Uncomment the following line to install geemap if needed.

In [ ]:

# !pip install geemap

In [ ]:

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

In [ ]:

# geemap.update_package()

Create an interactive map¶

In [ ]:

Map = geemap.Map()
Map

Convert ee.FeatureCollection to Pandas DataFrame¶

In [ ]:

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

In [ ]:

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

Convert ee.FeatureCollection to GeoPandas GeoDataFrame¶

In [ ]:

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

Convert Pandas DataFrame to ee.FeatureCollection¶

In [ ]:

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

In [ ]:

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

In [ ]:

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

In [ ]:

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

Convert GeoPandas GeoDataFrame to ee.FeatureCollection¶

In [ ]:

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

In [ ]:

fc = geemap.geopandas_to_ee(gdf)

In [ ]:

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

---

Last update: 2021-02-25