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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.
Research datakeyboard_double_arrow_right Dataset 2023Publisher:Zenodo
Authors: Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; +8 Authors
Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; Ottlé, C.; Vega, C.; JP., Wigneron; Nicolas, M.; Jouaber, S.; Liu, S.; Brandt, M.; Fayad, I.;
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
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.
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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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.
Research datakeyboard_double_arrow_right Dataset 2023Publisher:Zenodo
Authors: Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; +8 Authors
Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; Ottlé, C.; Vega, C.; JP., Wigneron; Nicolas, M.; Jouaber, S.; Liu, S.; Brandt, M.; Fayad, I.;
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
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.
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
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Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

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This Research product is the result of merged Research products in OpenAIRE.

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ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
addClaim
Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

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This Research product is the result of merged Research products in OpenAIRE.

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The following results are related to Energy Research. Are you interested to view more results? Visit OpenAIRE - Explore.

1 Research products

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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.
Research datakeyboard_double_arrow_right Dataset 2023Publisher:Zenodo
Authors: Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; +8 Authors
Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; Ottlé, C.; Vega, C.; JP., Wigneron; Nicolas, M.; Jouaber, S.; Liu, S.; Brandt, M.; Fayad, I.;
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
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.
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
addClaim
Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
Select content type to embed
All Research products
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<script type="text/javascript">  </script>
COPY SCRIPT
For further information contact us at helpdesk@openaire.eu
0
citations 0
popularity Average
influence Average
impulse Average
Powered by BIP!
more_vert
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
addClaim
Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
Select content type to embed
All Research products
arrow_drop_down
<script type="text/javascript">  </script>
COPY SCRIPT
For further information contact us at helpdesk@openaire.eu
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.
Research datakeyboard_double_arrow_right Dataset 2023Publisher:Zenodo
Authors: Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; +8 Authors
Schwartz, M.; Ciais, P.; De Truchis, A.; Chave, J.; Ottlé, C.; Vega, C.; JP., Wigneron; Nicolas, M.; Jouaber, S.; Liu, S.; Brandt, M.; Fayad, I.;
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
doi: 10.5281/zenodo.7840108 , 10.5281/zenodo.7840107
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.
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
addClaim
Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
Select content type to embed
All Research products
arrow_drop_down
<script type="text/javascript">  </script>
COPY SCRIPT
For further information contact us at helpdesk@openaire.eu
0
citations 0
popularity Average
influence Average
impulse Average
Powered by BIP!
more_vert
ZENODOarrow_drop_down
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
linkLink to
shareshareShare
citeCite
addClaim
Please grant OpenAIRE to access and update your ORCID works.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
This Research product is the result of merged Research products in OpenAIRE.

You have already added works in your ORCID record related to the merged Research product.
Select content type to embed
All Research products
arrow_drop_down
<script type="text/javascript">  </script>
COPY SCRIPT
For further information contact us at helpdesk@openaire.eu

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Energy Research

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.

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.

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Energy Research

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.

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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.