CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013

This data set provides estimates of above-ground biomass (AGB), canopy height, and percent tree cover at 30-m spatial resolution for Sonoma County, California, USA, for the nominal year 2013. Biomass estimates, megagrams of biomass per hectare (Mg/ha) were generated using a combination of LiDAR data, field plot measurements, and random forest modeling approaches. Estimates of AGB uncertainty are also provided. Maximum canopy height and tree cover were derived from LiDAR data and high-resolution National Agriculture Imagery Program (NAIP) images.

Data and Resources

Additional Info

Field Value
Maintainer Earthdata Forum
Last Updated June 23, 2026, 02:01 (UTC)
Created April 1, 2025, 15:14 (UTC)
accessLevel public
bureauCode {026:00}
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
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harvest_source_id b99e41c6-fe79-4c19-bbc3-9b6c8111bfac
harvest_source_title Science Discovery Engine
identifier 10.3334/ORNLDAAC/1523
license https://www.usa.gov/government-works
modified 2026-06-15T22:16:01Z
programCode {026:000}
publisher ORNL_DAAC
resource-type Dataset
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source_hash ba8b5abd2a1e8f6709c0c0967016fa88d2f943f6fe6bb69a0da6c628c560a144
source_schema_version 1.1
spatial ["CARTESIAN", [{"WestBoundingCoordinate": -123.542, "NorthBoundingCoordinate": 38.8642, "EastBoundingCoordinate": -122.339, "SouthBoundingCoordinate": 38.1017}]]
temporal 2013-09-01/2013-12-31
theme {"Earth Science"}