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Exploring deep learning capabilities for surge predictions in coastal areas

To improve coastal adaptation and management, it is critical to better understand and predict the characteristics of sea levels. Here, we explore the capabilities of artificial intelligence, from four deep learning methods to predict the surge component of sea-level variability based on local atmosp...

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Detalles Bibliográficos
Autores principales: Tiggeloven, Timothy, Couasnon, Anaïs, van Straaten, Chiem, Muis, Sanne, Ward, Philip J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390491/
https://www.ncbi.nlm.nih.gov/pubmed/34446771
http://dx.doi.org/10.1038/s41598-021-96674-0

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