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Spatiotemporal Deep Learning to Forecast Storm Surge Water Levels and Storm Trajectory: Case Study Hurricane Harvey

Using Hurricane Harvey as a case study, this paper uses the hurricane track, wind velocity and pressure, bathymetry, Manning’s n coefficients, tidal forcing, and storm surge results generated by the ADCIRC+SWAN model as input to construct a uniform spatiotemporal deep learning model for storm surge...

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Bibliografiske detaljer
Principais autores: Junqin Hou, Muhammad K. Akbar, Manar D. Samad, Lizhi Ouyang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-09-01
Serier:Journal of Marine Science and Engineering
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Online adgang:https://www.mdpi.com/2077-1312/13/9/1780
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