Significant wave height prediction in monsoon regions based on the VMD-CNN-BiLSTM model

A novel significant wave height prediction method for monsoon regions is proposed, utilizing the VMD-CNN-BiLSTM model to enhance prediction accuracy under complex meteorological conditions. Traditional numerical models exhibit limitations in managing extreme marine conditions and fail to fully integ...

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Bibliographic Details

Published in:	Frontiers in Marine Science
Main Authors:	Wengeng Shen, Zongquan Ying, Yiming Zhao, Xuegang Wang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-11-01
Subjects:	wave height prediction CNN-BiLSTM VMD monsoon
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2024.1503552/full