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FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

Name: FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.
Keywords: Canopy height, Sentinel-1, Biomass, France, Forest, Wood Volume, Sentinel-2, Deep-learning, Carbon, GEDI

Research datakeyboard_double_arrow_right Dataset 20 May 2023Publisher:Zenodo

Authors: Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; Ottlé, C.; Vega, C.; JP., Wigneron; +5 Authors

doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

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Abstract

The products can be vizualized at https://martinschwartz0.users.earthengine.app/view/forms-height-biomass-volume-viewer - FORMS-H: Canopy height map of France at 10 m resolution. The units are in centimeter (10^-2 m). - FORMS-B: Above-ground biomass density map of France at 30 m resolution. The units are in Mg ha-1 - FORMS-V: Wood volume density map of France at 30 m resolution. The units are in m3 ha-1 Please refer to the paper https://doi.org/10.5194/essd-2023-196 for further details.

Related Organizations

University of Copenhagen
Denmark
Laboratoire des Sciences du Climat et de l'Environnement
France
National Forests Office
France
Laboratory Evolution and Biological Diversity
France
University of Paris-Saclay
France

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Keywords

Canopy height, Sentinel-1, Biomass, France, Forest, Wood Volume, Sentinel-2, Deep-learning, Carbon, GEDI

1 Research products, page 1 of 1

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and Global Ecosystem Dynamics Investigation (GEDI) data with a deep learning approach
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FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

1 Research products, page 1 of 1

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and Global Ecosystem Dynamics Investigation (GEDI) data with a deep learning approach