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Prediction of significant wave height using a VMD-LSTM-rolling model in the South Sea of China

Accurate prediction of significant wave height is crucial for ocean engineering. Traditional time series prediction models fail to achieve satisfactory results due to the non-stationarity of significant wave height. Decomposition algorithms are adopted to address the problem of non-stationarity, but...

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Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Tong Ding, De’an Wu, Liangshuai Shen, Qiang Liu, Xiaogang Zhang, Yuming Li
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Frontiers Media S.A. 2024-06-01
Sraith:Frontiers in Marine Science
Ábhair:
Rochtain ar líne:https://www.frontiersin.org/articles/10.3389/fmars.2024.1382248/full
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