Uncomment the following line to install geemap if needed.

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# !pip install geemap

# !pip install geemap

How to get image basic properties and descriptive statistics¶

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import ee
import geemap

import ee import geemap

Create an interactive map¶

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Map = geemap.Map()
Map

Map = geemap.Map() Map

Add images to the map¶

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centroid = ee.Geometry.Point([-122.4439, 37.7538])

landsat = ee.ImageCollection('LANDSAT/LC08/C01/T1_SR').filterBounds(centroid).first()

landsat_vis = {'min': 0, 'max': 3000, 'bands': ['B5', 'B4', 'B3']}

Map.centerObject(centroid, 8)
Map.addLayer(landsat, landsat_vis, "Landsat-8")

centroid = ee.Geometry.Point([-122.4439, 37.7538]) landsat = ee.ImageCollection('LANDSAT/LC08/C01/T1_SR').filterBounds(centroid).first() landsat_vis = {'min': 0, 'max': 3000, 'bands': ['B5', 'B4', 'B3']} Map.centerObject(centroid, 8) Map.addLayer(landsat, landsat_vis, "Landsat-8")

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naip = ee.ImageCollection('USDA/NAIP/DOQQ').filterBounds(centroid).first()

naip_vis = {'bands': ['N', 'R', 'G']}

Map.addLayer(naip, naip_vis, 'NAIP')

naip = ee.ImageCollection('USDA/NAIP/DOQQ').filterBounds(centroid).first() naip_vis = {'bands': ['N', 'R', 'G']} Map.addLayer(naip, naip_vis, 'NAIP')

Get image property names¶

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landsat.propertyNames().getInfo()

landsat.propertyNames().getInfo()

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landsat.get('CLOUD_COVER').getInfo()

landsat.get('CLOUD_COVER').getInfo()

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# The number of milliseconds since 1970-01-01T00:00:00Z.
landsat.get('system:time_start').getInfo()

# The number of milliseconds since 1970-01-01T00:00:00Z. landsat.get('system:time_start').getInfo()

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ee.Date(landsat.get('system:time_start')).format('YYYY-MM-dd').getInfo()

ee.Date(landsat.get('system:time_start')).format('YYYY-MM-dd').getInfo()

Get image properties all at once¶

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landsat_props = geemap.image_props(landsat)
landsat_props.getInfo()

landsat_props = geemap.image_props(landsat) landsat_props.getInfo()

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landsat_props.get('IMAGE_DATE').getInfo()

landsat_props.get('IMAGE_DATE').getInfo()

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naip_props = geemap.image_props(naip)
naip_props.getInfo()

naip_props = geemap.image_props(naip) naip_props.getInfo()

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naip_props.get('NOMINAL_SCALE').getInfo()

naip_props.get('NOMINAL_SCALE').getInfo()

Get image descriptive statistics¶

Including minimum, maximum, mean, standard deviation, and sum.

In [ ]:

landsat_stats = geemap.image_stats(landsat, scale=90)
landsat_stats.getInfo()

landsat_stats = geemap.image_stats(landsat, scale=90) landsat_stats.getInfo()

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naip_stats = geemap.image_stats(naip, scale=10)
naip_stats.getInfo()

naip_stats = geemap.image_stats(naip, scale=10) naip_stats.getInfo()

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Last update: 2023-04-06
Created: 2020-07-01