A significant wave height prediction method based on deep learning combining the correlation between wind and wind waves

Accurate wave height prediction is significant in ports, energy, fisheries, and other offshore operations. In this study, a regional significant wave height prediction model with a high spatial and temporal resolution is proposed based on the ConvLSTM algorithm. The model learns the intrinsic correl...

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Detalhes bibliográficos

Principais autores:	Tao Song, Runsheng Han, Fan Meng, Jiarong Wang, Wei Wei, Shiqiu Peng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2022-10-01
coleção:	Frontiers in Marine Science
Assuntos:	wave height forecast deep learning high spatial and temporal resolution new mechanism long time prediction
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fmars.2022.983007/full
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