Ground Heat Flux Reconstruction Using Bayesian Uncertainty Quantification Machinery and Surrogate Modeling

Abstract Ground heat flux (G0) is a key component of the land‐surface energy balance of high‐latitude regions. Despite its crucial role in controlling permafrost degradation due to global warming, G0 is sparsely measured and not well represented in the outputs of global scale model simulation. In th...

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Dettagli Bibliografici

Autori principali:	Wenbo Zhou, Liujing Zhang, Aleksey Sheshukov, Jingfeng Wang, Modi Zhu, Khachik Sargsyan, Donghui Xu, Desheng Liu, Tianqi Zhang, Valeriy Mazepa, Alexandr Sokolov, Victor Valdayskikh, Valeriy Ivanov
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	American Geophysical Union (AGU) 2024-03-01
Serie:	Earth and Space Science
Soggetti:	ground heat flux soil temperature parameter inference permafrost surrogate modeling
Accesso online:	https://doi.org/10.1029/2023EA003435
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