Short-term prediction of storm surges in estuarine and coastal waters via a multipoint deep learning neural network with limited training samples

Short-term prediction of storm surges in estuarine and coastal waters via a multipoint deep learning neural network with limited training samples

Accurate estimation of extreme sea levels caused by storm surges is critical for coastal engineering, particularly during typhoon seasons. Data-driven approaches have emerged as efficient tools for storm surge prediction. This study presents the development of deep learning neural network models to...

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Bibliographic Details
Main Authors: Zhuo Zhang, Lu Zhang, Songshan Yue, Dong Zhang, Zhaoyuan Yu, Di Hu, Peng Chen
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Deep learning
neural network
surge prediction
estuarine and coastal waters
Pearl River Estuary
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2536074
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https://www.tandfonline.com/doi/10.1080/17538947.2025.2536074

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