Description
Canopy Height maps for a selection of regions. Created using machine learning models on high-resolution worldwide Maxar satellite imagery.
Update Frequency
TBD
License
https://creativecommons.org/licenses/by/4.0/
Documentation
Project overview
Managed By
See all datasets managed by Meta.
Contact
dataforgood@meta.com
How to Cite
High Resolution Canopy Height Maps by WRI and Meta was accessed on DATE from https://registry.opendata.aws/dataforgood-fb-forests. Meta and World Resources Institude (WRI) - 2023. High Resolution Canopy Height Maps (CHM). Source imagery for CHM © 2016 Maxar. Accessed DAY MONTH YEAR.
Usage Examples
Publications
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Every tree counts: Large-scale mapping of canopy height at the resolution of individual trees by Jamie Tolan, Camille Couprie, and Tracy Johns
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Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar by Jamie Tolan, Hung-I Yang, Ben Nosarzewski, Guillaume Couairon, Huy Vo, John Brandt, Justine Spore, Sayantan Majumdar, Daniel Haziza, Janaki Vamaraju, Theo Moutakanni, Piotr Bojanowski, Tracy Johns, Brian White, Tobias Tiecke, Camille Couprie
