Prediction of significant wave height based on EEMD and deep learning

Prediction of significant wave height based on EEMD and deep learning

Accurate and reliable wave significant wave height(SWH) prediction is an important task for marine and engineering applications. This study aims to develop a new deep learning algorithm to accurately predict the SWH of deep and distant ocean. In this study, we combine two methods, Ensemble Empirical...

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Bibliographic Details
Main Authors: Tao Song, Jiarong Wang, Jidong Huo, Wei Wei, Runsheng Han, Danya Xu, Fan Meng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Marine Science
Subjects:
SWH prediction
ensemble empirical mode decomposition
long short term memory
time series analysis
unstructured grid model
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1089357/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2023.1089357/full

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