Significant Wave Height Forecasting Based on EMD-TimesNet Networks

Significant Wave Height Forecasting Based on EMD-TimesNet Networks

Significant Wave Height (SWH) is a crucial parameter in ocean wave dynamics, impacting coastal safety, maritime transportation, and meteorological research. Building upon the TimesNet neural network, a recent advancement in the realm of time series prediction in deep learning, this study proposes an...

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Bibliographic Details
Main Authors: Zhuxin Ouyang, Yaoting Gao, Xuefeng Zhang, Xiangyu Wu, Dianjun Zhang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Journal of Marine Science and Engineering
Subjects:
significant wave height forecasting
TimesNet
empirical mode decomposition
deep learning
Online Access:https://www.mdpi.com/2077-1312/12/4/536

Internet

https://www.mdpi.com/2077-1312/12/4/536

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