cog conservation deep learning earth observation environmental geospatial image processing land cover lidar satellite imagery
Mean canopy Tree Height for the Amazon Forest on the period 2020-2024 at 4.78 m of spatial resolution. Created using a deep learning model on high-resolution Planet imagery from the Norway's International Climate and Forest Initiative (NICFI) Satellite Data Program. From the original research paper https://doi.org/10.48550/arXiv.2501.10600
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Our canopy height map is a derivative product of Planet-NICFI and follows the same licence: NICFI licensing agreement
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Canopy Tree Height Map for the Amazon Forest (mean height composite 2020-2024) by CTrees.org was accessed on DATE from https://registry.opendata.aws/ctrees-amazon-canopy-height. Fabien H Wagner, Ricardo Dalagnol, Griffin Carter, Mayumi CM Hirye, Shivraj Gill, Le Bienfaiteur Sagang Takougoum, Samuel Favrichon, Michael Keller, Jean PHB Ometto, Lorena Alves, Cynthia Creze, Stephanie P George-Chacon, Shuang Li, Zhihua Liu, Adugna Mullissa, Yan Yang, Erone G Santos, Sarah R Worden, Martin Brandt, Philippe Ciais, Stephen C Hagen, Sassan Saatchi. (2025). High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model. arXiv. eprint 2501.10600. URL https://arxiv.org/abs/2501.10600
arn:aws:s3:::ctrees-amazon-canopy-heightus-west-2aws s3 ls --no-sign-request s3://ctrees-amazon-canopy-height/