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Abstract: Beyond the Surface: Improving Subsurface Lake Temperature Prediction via Simulation-Based Pre-training and Adaptive Ensembling (AGU25)

Beyond the Surface: Improving Subsurface Lake Temperature Prediction via Simulation-Based Pre-training and Adaptive Ensembling

Xin Lan1, Lifeng Luo1, Yue Deng2, Pang-Ning Tan2, Zhihao Xu3, Nan Jia4, Zhimeng Jiang5 and Zihan Zheng6, (1)Michigan State University, Department of Geography, Environment, and Spatial Sciences, East Lansing, United States, (2)Michigan State University, Department of Computer Science and Engineering, East Lansing, United States, (3)Guangdong University of Technology, Institute of Environmental and Ecological Engineering, Guangzhou, China, (4)Michigan State University, Department of Fisheries and Wildlife, East Lansing, United States, (5)The University of Hong Kong, Department of Geography, Hong Kong, Hong Kong, (6)University of Illinois Urbana-Champaign, Department of Civil and Environmental Engineering, Urbana, United States
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