Forest Carbon Monitoring Starter Kit

Turn satellite data into biomass maps and forest carbon insights.

Learn a practical workflow for mapping aboveground biomass, estimating biomass-carbon stocks, and screening potential changes, with a technical guidebook and five hands-on Google Colab notebooks.

What you will learn

• Combine GEDI, Sentinel-2 and ALOS PALSAR-2 data for biomass mapping.
• Build and evaluate Random Forest models using spatial validation.
• Interpret model performance, uncertainty and explainable AI outputs.
• Convert biomass estimates into carbon stocks and CO₂ equivalents.
• Compare maps across years and understand the limitations of change screening.

What’s included

• Technical guidebook
• Five Google Colab notebooks covering data preparation, modelling and carbon estimation.

The kit provides a workflow you can adapt to your own study area.

Who is it for?

Graduate students, researchers and geospatial consultants with basic familiarity with remote sensing and Python.

US$29.99 — Get the kit and start building your forest carbon mapping workflow.

Designed for technical learning and preliminary analysis. It does not provide carbon-credit certification or verification.