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Version 2 High Resolution Canopy Height Maps by WRI and Meta

aerial imagery agriculture climate cog earth observation geospatial image processing land cover machine learning satellite imagery

Description

Version 2 Global and regional Canopy Height Maps (CHMv2). Created using machine learning models on high-resolution worldwide Vantor satellite imagery.

Update Frequency

TBD

License

https://creativecommons.org/licenses/by/4.0/

Documentation

https://github.com/facebookresearch/dinov3

Managed By

See all datasets managed by Meta.

Contact

dataforgood@meta.com

How to Cite

Version 2 High Resolution Canopy Height Maps by WRI and Meta was accessed on DATE from https://registry.opendata.aws/dataforgood-fb-forestsv2. Meta and World Resources Institude (WRI) - 2026. Version 2 High Resolution Canopy Height Maps (CHMv2). Source imagery for CHM © 2016 Vantor. Accessed DAY MONTH YEAR.

Usage Examples

Tutorials
Tools & Applications
Publications
  • CHMv2: Improvements in Global Canopy Height Mapping using DINOv3 by John Brandt, Seungeun Yi, Jamie Tolan, Xinyuan Li, Peter Potapov,Jessica Ertel, Justine Spore, Huy V. Vo, Michael Ramamonjisoa, Patrick Labatut, Piotr Bojanowski, and Camille Couprie
  • DINOv3 by Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seungeun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan, John Brandt, Camille Couprie, Julien Mairal, Hervé Jégou, Patrick Labatut, Piotr Bojanowski

Resources on AWS

  • Description
    Global Canopy Height maps. GeoTIFF files and Geojson files with observation date
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::dataforgood-fb-data/forests/v2/global/dinov3_global_chm_v2_ml3/
    AWS Region
    us-east-1
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v2/global/dinov3_global_chm_v2_ml3/
  • Description
    Notifications for new Version 2 High Resolution Canopy Height Maps by WRI and Meta data
    Resource type
    SNS Topic
    Amazon Resource Name (ARN)
    arn:aws:sns:us-east-1:632571768781:dataforgood-fb-object_created
    AWS Region
    us-east-1

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