Name: High Resolution Canopy Height Maps by WRI and Meta
License: https://creativecommons.org/licenses/by/4.0/

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

Description

Global and regional Canopy Height Maps (CHM). Created using machine learning models on high-resolution worldwide Maxar satellite imagery.

Update Frequency

TBD

License

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

Documentation

https://github.com/facebookresearch/HighResCanopyHeight

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) - 2024. High Resolution Canopy Height Maps (CHM). Source imagery for CHM © 2016 Maxar. Accessed DAY MONTH YEAR.

Usage Examples

Tools & Applications

Global Canopy Height on Earth Engine by Meta and WRI

Publications

Using Artificial Intelligence to Map the Earth’s Forests by Jamie Tolan, Camille Couprie, John Brandt, Justine Spore, Tobias Tiecke, Tracy Johns and Patrick Nease
Every tree counts: Large-scale mapping of canopy height at the resolution of individual trees by Jamie Tolan, Camille Couprie, and Tracy Johns
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

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/v1/alsgedi_global_v6_float/

AWS Region

us-east-1

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v1/alsgedi_global_v6_float/
Description

California 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/v1/California/

AWS Region

us-east-1

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v1/California/
Description

Sao Paulo 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/v1/sao_paulo/

AWS Region

us-east-1

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v1/sao_paulo/
Description

Sub Saharan Africa 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/v1/subsaharan_africa/

AWS Region

us-east-1

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v1/subsaharan_africa/
Description

Model weights

Resource type

S3 Bucket

Amazon Resource Name (ARN)

arn:aws:s3:::dataforgood-fb-data/forests/v1/models/

AWS Region

us-east-1

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://dataforgood-fb-data/forests/v1/models/