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Prediction of Regional Surface Wave Parameters in the Qinhuangdao Sea Using a Deep Learning Model with Limited Observational Data

WANG Lei FANG Kezhao ZHOU Long GONG Lixin HUO Yongwei

中国海洋大学学报（自然科学英文版）2026，Vol.25Issue(1)：74-90,17.

中国海洋大学学报（自然科学英文版）2026，Vol.25Issue(1)：74-90,17.DOI:10.1007/s11802-026-6179-x

Prediction of Regional Surface Wave Parameters in the Qinhuangdao Sea Using a Deep Learning Model with Limited Observational Data

WANG Lei ¹FANG Kezhao ²ZHOU Long ³GONG Lixin ³HUO Yongwei⁴

作者信息

1. State Key Laboratory of Coastal and Offshore Engineering,Dalian University of Technology,Dalian 116024,China
2. State Key Laboratory of Coastal and Offshore Engineering,Dalian University of Technology,Dalian 116024,China||National Marine Environmental Monitoring Center,Dalian 116026,China
3. Marine Geological Resources Survey Center of Hebei Province,Qinhuangdao 066001,China
4. Hebei Utilization and Planning Institute of Natural Resources,Shijiazhuang 050051,China
折叠

摘要

关键词

regional wave prediction/deep learning/WOA-CNN-LSTM/numerical simulation/Bohai Sea

Key words

regional wave prediction/deep learning/WOA-CNN-LSTM/numerical simulation/Bohai Sea

引用本文复制引用

WANG Lei,FANG Kezhao,ZHOU Long,GONG Lixin,HUO Yongwei..Prediction of Regional Surface Wave Parameters in the Qinhuangdao Sea Using a Deep Learning Model with Limited Observational Data[J].中国海洋大学学报（自然科学英文版）,2026,25(1):74-90,17.

基金项目

The study is supported by the National Natural Science Foundation of China(Nos.52071057,52171247),and the Liaoning Youth Elite Talent Program(No.XLYC220309). （Nos.52071057,52171247）

中国海洋大学学报（自然科学英文版）

ISSN：1672-5182

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