Dynamic World
Free
Near-real-time 10m land cover from Google/WRI, updated every Sentinel-2 pass — land cover that keeps up.
3 tools · Topic
Google Earth Engine Scripts & Apps for Water
Earth Engine puts petabytes of satellite data behind a scriptable API, and water applications — surface-water mapping, flood extent, ET, snow cover — are among its best uses. Listed here: the Earth Engine platform, geemap for working with it from Python, and Dynamic World, a land-cover product published through it.
Google Earth Engine
Freemium
Planetary-scale geospatial analysis in the cloud — the data catalogue and compute behind modern water remote sensing.
geemap
Open Source
Python + Google Earth Engine without the pain — interactive mapping and analysis of petabyte-scale water data.