Indicator: Above ground carbon
Status
Available on project basis
Description
Quantifies the expected density of carbon stored in woody biomass across the landscape. It measures carbon in woody vegetation 5 meters or taller
Unit
Megagrams of Carbon per hectare (MgC/ha or ton C/ha)
Temporal Resolution
Annual, with data available from 2013
Spatial Resolution
30 meters
Input Data
Planet forest diligence product, which is based on:
Airborne and spaceborne LiDAR data
Surface reflectance data from Landsat and Sentinel-2
L-band Synthetic Aperture Radar mosaics from ALOS-PALSAR-2
Method
Planet forest diligence product methodology: Uses U-Net image regression models to predict canopy height and cover, followed by light gradient boosting-machine regression models to predict aboveground carbon based on the predicted height, cover, and elevation data. The model converts biomass to carbon using a global mean carbon concentration of 0.476.
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