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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