Report

Integrating Meta’s Canopy Height Model into Forest Carbon Methodologies

Learn how developers and registries can apply Meta’s open-source canopy height model and AI tools to enhance forest carbon project planning, monitoring, and crediting.

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Discover how Meta’s open-source canopy height model and AI tools can support more accurate, cost-effective forest carbon project development. This guidebook gives developers and registries practical tips on applying high-resolution remote sensing (RS) data across key project activities.

What's Inside

  • How high-resolution RS improves planning and monitoring 
  • Why data validation supports accurate and credible crediting
  • What technical needs must be addressed to scale RS in carbon markets

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Authors
Adam Hanbury-Brown, PhD
Senior Manager
,
Forest Science
Adam applies his background in forest ecology, ecosystem modeling and ag tech to understand and evaluate the risks and benefits of carbon projects in a rapidly changing world.
Simon Sharp
Tristan Goodbody, PhD
Senior Forest Carbon Geospatial Scientist
Tristan’s primary responsibilities include conducting comprehensive due diligence for forest carbon projects and developing geospatial pipelines to streamline and standardize remote sensing analyses across multidisciplinary science teams.
Letty Brown, PhD
Director
,
Forest Science
Dr. Letty Brown advises on, contributes to research and manages a team focused on landscape decarbonization in forested ecosystems. Her area of emphasis is on large-scale restoration and reforestation in temperate and tropical ecosystems.
Colin McCormick, PhD
Chief Innovation Officer
Dr. Colin McCormick provides science and technology expertise across a wide range of electricity and industrial decarbonization sectors, engineered carbon removal, and space technologies. He also supports Relae's work in data science and remote sensing, life-cycle assessment, and environmental policy analysis.
Sanna O'Connor-Morberg
Senior Director
,
Strategy and Markets
Sanna leads Relae's work on market-based mechanisms and their role in the net-zero transition. Sanna works with clients to advise them on high-quality carbon reduction and removal strategies, bridging science, market realities and impact-focused outcomes.
Sarah Federman, PhD
Vice President
,
Natural Capital
Sarah leads Relae's Natural Capital group. Sarah and her team work with clients to build equitable and rigorous decarbonization strategies focused on ecological resilience, biodiversity, and agricultural sustainability across food, fuel, and fiber value chains.
Vish Arora
Senior Manager
,
Climate Strategy & Environmental Markets
At Relae, Vish leads client engagement with corporates, investors, and project developers to turn climate commitments into defensible actions — from net-zero and decarbonization strategy through to diligence and procurement across carbon and environmental attribute markets.