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  Integration of a deep-learning-based fire model into a global land surface model

Son, R., Stacke, T., Gayler, V., Nabel, J. E. M. S., Schnur, R., Silva, L. A., et al. (2024). Integration of a deep-learning-based fire model into a global land surface model. Journal of Advances in Modeling Earth Systems, 16(1): e2023MS003710. doi:10.1029/2023MS003710.

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Item Permalink: https://hdl.handle.net/21.11116/0000-000C-CABD-C Version Permalink: https://hdl.handle.net/21.11116/0000-000E-38D1-7
Genre: Journal Article

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 Creators:
Son, Rackhun1, Author           
Stacke, Tobias, Author
Gayler, Veronika, Author
Nabel, Julia E. M. S.2, Author                 
Schnur, Reiner, Author
Silva, Lazaro Alonso1, Author           
Requena Mesa, Christian3, 4, Author           
Winkler, Alexander5, Author           
Hantson, Stijn, Author
Zaehle, Sönke2, Author           
Weber, Ulrich6, Author           
Carvalhais, Nuno1, Author           
Affiliations:
1Model-Data Integration, Dr. Nuno Carvalhais, Department Biogeochemical Integration, Prof. Dr. M. Reichstein, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_1938310              
2Terrestrial Biosphere Modelling & Data assimilation, Dr. S. Zähle, Department Biogeochemical Signals, Prof. Dr. Sönke Zaehle, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_3281104              
3Empirical Inference of the Earth System, Dr. Miguel D. Mahecha, Department Biogeochemical Integration, Prof. Dr. M. Reichstein, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_1938312              
4IMPRS International Max Planck Research School for Global Biogeochemical Cycles, Max Planck Institute for Biogeochemistry, Max Planck Society, Hans-Knöll-Str. 10, 07745 Jena, DE, ou_1497757              
5Atmosphere-Biosphere Coupling, Climate and Causality, Dr. Alexander J. Winkler, Department Biogeochemical Integration, Prof. Dr. M. Reichstein, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_3405368              
6Department Biogeochemical Integration, Prof. Dr. M. Reichstein, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_1688139              

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 Dates: 2023-12-062024-01-09
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: Other: BGC4216
DOI: 10.1029/2023MS003710
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Project name : ESM2025
Grant ID : 101003536
Funding program : Horizon 2020 (H2020)
Funding organization : European Commission (EC)

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Title: Journal of Advances in Modeling Earth Systems
  Other : JAMES
Source Genre: Journal
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Publ. Info: Washington, D.C. : American Geophysical Union
Pages: - Volume / Issue: 16 (1) Sequence Number: e2023MS003710 Start / End Page: - Identifier: ISSN: 1942-2466
CoNE: https://pure.mpg.de/cone/journals/resource/19422466