Integration of a Deep‐Learning‐Based Fire Model Into a Global Land Surface Model

Integration of a Deep‐Learning‐Based Fire Model Into a Global Land Surface Model

Abstract Fire is a crucial factor in terrestrial ecosystems playing a role in disturbance for vegetation dynamics. Process‐based fire models quantify fire disturbance effects in stand‐alone dynamic global vegetation models (DGVMs) and their advances have incorporated both descriptions of natural pro...

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Bibliographic Details
Main Authors: Rackhun Son, Tobias Stacke, Veronika Gayler, Julia E. M. S. Nabel, Reiner Schnur, Lazaro Alonso, Christian Requena‐Mesa, Alexander J. Winkler, Stijn Hantson, Sönke Zaehle, Ulrich Weber, Nuno Carvalhais
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2024-01-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
fire
deep learning
hybrid modeling
DGVM
Online Access:https://doi.org/10.1029/2023MS003710

Internet

https://doi.org/10.1029/2023MS003710

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