# !pip install geemap

import ee
import geemap

Map = geemap.Map()
Map

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")

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

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

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

landsat.propertyNames().getInfo()

landsat.get("CLOUD_COVER").getInfo()

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

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

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

landsat_props.get("IMAGE_DATE").getInfo()

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

naip_props.get("NOMINAL_SCALE").getInfo()

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

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