Prediction of Significant Wave Height in Offshore China Based on the Machine Learning Method

Prediction of Significant Wave Height in Offshore China Based on the Machine Learning Method

Accurate wave prediction can help avoid disasters. In this study, the significant wave height (SWH) prediction performances of the recurrent neural network (RNN), long short-term memory network (LSTM), and gated recurrent unit network (GRU) were compared. The 10 m u-component of wind (U10), 10 m v-c...

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Bibliographic Details
Main Authors: Zhijie Feng, Po Hu, Shuiqing Li, Dongxue Mo
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Journal of Marine Science and Engineering
Subjects:
wave height
recurrent neural network
long short-term memory network
GRU
EMD
Online Access:https://www.mdpi.com/2077-1312/10/6/836

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