Coupled Lake‐Atmosphere‐Land Physics Uncertainties in a Great Lakes Regional Climate Model

Coupled Lake‐Atmosphere‐Land Physics Uncertainties in a Great Lakes Regional Climate Model

Abstract This study develops a surrogate‐based method to assess the uncertainty within a convective permitting integrated modeling system of the Great Lakes region, arising from interacting physics parameterizations across the lake, atmosphere, and land surface. Perturbed physics ensembles of the mo...

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Bibliographic Details
Main Authors: William J. Pringle, Chenfu Huang, Pengfei Xue, Jiali Wang, Khachik Sargsyan, Miraj B. Kayastha, T. C. Chakraborty, Zhao Yang, Yun Qian, Robert D. Hetland
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-02-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
Great Lakes
regional climate
lake‐atmosphere‐land interactions
uncertainty quantification
neural network
physics parameterizations
Online Access:https://doi.org/10.1029/2024MS004337
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https://doi.org/10.1029/2024MS004337

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