Aboveground Biomass Change for Amazon Basin, Mexico, and Pantropical Belt, 2003-2016

This dataset provides gridded estimates of aboveground biomass (AGB) for live dry woody vegetation density in the form of both stock for the baseline year 2003 and annual change in stock from 2003 to 2016. Data are at a spatial resolution of approximately 500 m (463.31 m; 21.47 ha) for three geographies: the biogeographical limit of the Amazon Basin, the country of Mexico, and a Pantropical belt from 40 degrees North to 30 degrees South latitudes. Estimates were derived from a multi-step modeling approach that combined field measurements with co-located LiDAR data from NASA ICESat Geoscience Laser Altimeter System (GLAS) to calibrate a machine-learning (ML) algorithm that generated spatially explicit annual estimates of AGB density. ML inputs included a suite of satellite and ancillary spatial predictor variables compiled as wall-to-wall raster mosaics, including MODIS products, WorldClim climate variables reflecting current (1960-1990) climatic conditions, and SoilGrids soil variables. The 14-year time series was analyzed at the grid cell (~500 m) level with a change point-fitting algorithm to quantify annual losses and gains in AGB. Estimates of AGB and change can be used to derive total losses, gains, and the net change in aboveground carbon density over the study period as well as annual estimates of carbon stock.

Data and Resources

Additional Info

Field Value
Maintainer Earthdata Forum
Last Updated April 6, 2026, 16:14 (UTC)
Created April 1, 2025, 14:09 (UTC)
accessLevel public
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harvest_object_id 86d85cb0-7a5e-4ea8-b7d1-2aff031211b6
harvest_source_id b99e41c6-fe79-4c19-bbc3-9b6c8111bfac
harvest_source_title Science Discovery Engine
identifier 10.3334/ORNLDAAC/1824
license https://www.usa.gov/government-works
modified 2026-03-30T22:15:58Z
programCode {026:000}
publisher ORNL_DAAC
resource-type Dataset
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source_hash cf3edac5df45ec137c64b0e95af4a562394e0bd225c239dab47437a96541e466
source_schema_version 1.1
spatial [[{"WestBoundingCoordinate":-180.0,"NorthBoundingCoordinate":40.0,"EastBoundingCoordinate":180.0,"SouthBoundingCoordinate":-30.0}],"CARTESIAN"]
temporal 2003-01-01/2016-12-31
theme {"Earth Science"}