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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

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
Publications

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/

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