JAX‐CanVeg: A Differentiable Land Surface Model

JAX‐CanVeg: A Differentiable Land Surface Model

Abstract Land surface models consider the exchange of water, energy, and carbon along the soil‐canopy‐atmosphere continuum, which is challenging to model due to their complex interdependency and associated challenges in representing and parameterizing them. Differentiable modeling provides a new opp...

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Bibliographic Details
Main Authors: Peishi Jiang, Patrick Kidger, Toshiyuki Bandai, Dennis Baldocchi, Heping Liu, Yi Xiao, Qianyu Zhang, Carlos Tianxin Wang, Carl Steefel, Xingyuan Chen
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Water Resources Research
Subjects:
differentiable land surface modeling
hybrid modeling
stomatal conductance
water stress
optimization trade‐off
Online Access:https://doi.org/10.1029/2024WR038116
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https://doi.org/10.1029/2024WR038116

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