Airborne Lidar Scanning Derived Products

Grid-level (e.g. digital surface models, canopy height models) and tree-level forestry products (e.g. crown-level metrics) derived from Airborne Lidar Scanning data from USGS 3D Elevation Program, NOAA Coastal Topographic Lidar, NSF OpenTopography and other sources.

Spaceborne Derived Products

Wall-to-wall forest attribute maps (e.g., above ground biomass, canopy height and cover) at 30-meter resolution derived from spaceborne remote sensing data.

Software tools & API

Open source software developed by the OpenForest4D project including API services.

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