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Parameterization of turbulent mixing by deep learning in the continental shelf sea east of Hainan Island

Minghao HU Lingling XIE Mingming LI Quanan ZHENG

海洋湖沼学报（英文版）2025，Vol.43Issue(3)：657-675,19.

海洋湖沼学报（英文版）2025，Vol.43Issue(3)：657-675,19.DOI:10.1007/s00343-024-3266-y

Parameterization of turbulent mixing by deep learning in the continental shelf sea east of Hainan Island

Minghao HU ¹Lingling XIE ²Mingming LI ²Quanan ZHENG³

作者信息

1. Laboratory of Coastal Ocean Variation and Disaster Prediction,College of Ocean and Meteorology,Guangdong Ocean University,Zhanjiang 524088,China
2. Laboratory of Coastal Ocean Variation and Disaster Prediction,College of Ocean and Meteorology,Guangdong Ocean University,Zhanjiang 524088,China||Key Laboratory of Climate,Resources and Environment in Continental Shelf Sea and Deep Ocean(LCRE),Zhanjiang 524088,China||Key Laboratory of Space Ocean Remote Sensing and Application,Ministry of Natural Resources,Zhanjiang 524088,China
3. Department of Atmospheric and Oceanic Science,University of Maryland,College Park 20742,USA
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摘要

关键词

ocean turbulent mixing/parameterization/continental shelf sea/deep learning/SHapley Additive Explanations(SHAP)

Key words

ocean turbulent mixing/parameterization/continental shelf sea/deep learning/SHapley Additive Explanations(SHAP)

引用本文复制引用

Minghao HU,Lingling XIE,Mingming LI,Quanan ZHENG..Parameterization of turbulent mixing by deep learning in the continental shelf sea east of Hainan Island[J].海洋湖沼学报（英文版）,2025,43(3):657-675,19.

基金项目

Supported by the National Natural Science Foundation of China(No.42276019)and the Guangdong Provincial Observation and Research Station for Tropical Ocean Environment in Western Coastal Waters(No.GSTOEW) （No.42276019）

海洋湖沼学报（英文版）

ISSN：2096-5508

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