Install the Earth Engine Python API and geemap. The geemap Python package is built upon the ipyleaflet and folium packages and implements several methods for displaying Earth Engine data layers, such as Map.addLayer()
, Map.setCenter()
, and Map.centerObject()
.
The following script checks if the geemap package has been installed. If not, it will install geemap, which automatically installs its dependencies, including earthengine-api, folium, and ipyleaflet.
# Installs geemap package
import subprocess
try:
import geemap
except ImportError:
print('geemap package not installed. Installing ...')
subprocess.check_call(["python", '-m', 'pip', 'install', 'geemap'])
import ee
import geemap
Map = geemap.Map(center=[40, -100], zoom=4)
Map
# Add Earth Engine dataset
image = ee.Image('USGS/SRTMGL1_003')
# Set visualization parameters.
vis_params = {
'min': 0,
'max': 4000,
'palette': ['006633', 'E5FFCC', '662A00', 'D8D8D8', 'F5F5F5'],
}
# Print the elevation of Mount Everest.
xy = ee.Geometry.Point([86.9250, 27.9881])
elev = image.sample(xy, 30).first().get('elevation').getInfo()
print('Mount Everest elevation (m):', elev)
# Add Earth Engine layers to Map
Map.addLayer(image, vis_params, 'SRTM DEM', True, 0.5)
Map.addLayer(xy, {'color': 'red'}, 'Mount Everest')
# Center the map based on an Earth Engine object or coordinates (longitude, latitude)
# Map.centerObject(xy, 4)
Map.setCenter(86.9250, 27.9881, 4)
Map.addLayerControl()
Map
Map = geemap.Map(center=[40, -100], zoom=4)
Map.add_basemap('Esri Ocean')
Map.add_basemap('Esri Physical Map')
Map.add_basemap('Esri National Geographic')
Map.addLayerControl()
Map
Map = geemap.Map(center=[40, -100], zoom=4)
url = 'https://mt1.google.com/vt/lyrs=m&x={x}&y={y}&z={z}'
Map.add_tile_layer(url, name='Google Map', attribution='Google')
Map.addLayerControl()
Map
Map = geemap.Map(center=[40, -100], zoom=4)
elev_url = 'https://elevation.nationalmap.gov/arcgis/services/3DEPElevation/ImageServer/WMSServer?'
Map.add_wms_layer(
url=elev_url, layers='3DEPElevation:None', name='3DEP Elevation', shown=False
)
naip_url = 'https://services.nationalmap.gov/arcgis/services/USGSNAIPImagery/ImageServer/WMSServer?'
Map.add_wms_layer(
url=naip_url, layers='0', name='NAIP Imagery', format='image/png', shown=True
)
Map.addLayerControl()
Map