Carbon stored in the world's forests (2018-2021)
What it measures. Global maps of how much carbon is stored in the world's forests and how that carbon is shifting, estimated for 2018 to 2021 at fine resolution.
How it's made. Built by feeding tree-height measurements from two NASA space-based laser missions (GEDI and ICESat-2) into an ecosystem model that simulates forest growth and carbon over time.
How & where you'd use it. Supports understanding of how much carbon forests hold and release, which matters for climate accounting and forest management.
What's measured
Coverage & cadence
- Time span2018-10-01 → 2021-10-01
- Measured byICESat-2 (ATLAS) · ISS (GEDI)
- Processing levelLevel 4
- Spatial extent-180, -90, 180, 90
- FormatsCOG
- StatusCOMPLETE
What you can do with it
- Map vegetation, forests and biomass
- Monitor ecosystem productivity and carbon
- Support habitat and biodiversity studies
Official description
This dataset provides global gridded estimates of forest aboveground carbon stocks and potential fluxes at a 0.01-degree resolution. It was derived by initializing a newly developed global Ecosystem Demography model (ED v3.0) with novel remote sensing observations of tree canopy height collected by GEDI and ICESat-2, two NASA spaceborne lidar missions. A total of 3.77 billion lidar samples were used to generate gridded canopy height histograms that were then linked to ED simulations of canopy height and carbon dynamics during ecosystem succession. This process constrained representation of contemporary forest conditions and associated carbon stocks and fluxes in the model. Inputs that drove these simulations included meteorology, carbon dioxide levels, and soil properties. The data are provided in cloud-optimized GeoTIFF format.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="CMS_Global_Forest_AGC_2180",
version="1",
bounding_box=(-122.5, 37.2, -121.8, 37.9), # your area (W,S,E,N)
temporal=("2024-01-01", "2024-12-31"), # your dates
)
files = earthaccess.open(results) # stream straight from ORNL_CLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Earthdata Search allows users to search, discover, visualize, refine, and access NASA Earth Observation data. GET DATA
- Collection Bundle URL GET DATA
- ORNL DAAC Data Set Documentation VIEW RELATED INFORMATION
- Global Forest Aboveground Carbon Stocks and Fluxes from GEDI and ICESat-2, 2018-2021: CMS_Global_Forest_AGC.pdf VIEW RELATED INFORMATION