#!/usr/bin/env python # coding: utf-8 # # # # #
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# ## Install Earth Engine API and geemap # Install the [Earth Engine Python API](https://developers.google.com/earth-engine/python_install) and [geemap](https://github.com/giswqs/geemap). The **geemap** Python package is built upon the [ipyleaflet](https://github.com/jupyter-widgets/ipyleaflet) and [folium](https://github.com/python-visualization/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](https://github.com/giswqs/geemap#dependencies), including earthengine-api, folium, and ipyleaflet. # In[14]: # Installs geemap package import subprocess try: import geemap except ImportError: print('geemap package not installed. Installing ...') subprocess.check_call(["python", '-m', 'pip', 'install', 'geemap']) # In[15]: import ee import geemap # ## Create an interactive map # In[16]: Map = geemap.Map(center=[40,-100], zoom=4) Map # ## Add Earth Engine Python script # In[17]: # 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 Eninge object or coordinates (longitude, latitude) # Map.centerObject(xy, 4) Map.setCenter(86.9250, 27.9881, 4) # ## Add layer control and display the map # In[18]: Map.addLayerControl() Map # ## Add basemaps # In[19]: 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 # ## Add XYZ tile layer # In[20]: 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 # ## Add WMS layer # In[21]: 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