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A spatial–temporal graph deep learning model for urban flood nowcasting leveraging heterogeneous community features

Flood nowcasting refers to near-future prediction of flood status as an extreme weather event unfolds to enhance situational awareness. The objective of this study was to adopt and test a novel structured deep-learning model for urban flood nowcasting by integrating physics-based and human-sensed fe...

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Detalles Bibliográficos
Autores principales: Farahmand, Hamed, Xu, Yuanchang, Mostafavi, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130063/
https://www.ncbi.nlm.nih.gov/pubmed/37185364
http://dx.doi.org/10.1038/s41598-023-32548-x

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