A local patch regression-based generative model for urban flood prediction in data-poor areas

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Jongsoo Lee, Jonghyeok Park, Jangwon Kim, Kyungjun Kim, Soohee Han

Published: 01 Jan 2025, Last Modified: 14 May 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•AI-based urban flood prediction.•LocalPatch Regression-based Generative Model (LPR-GM) for data scarcity.•Local patch analysis facilitating the accurate prediction of flood depths.•Latent space regression for reliable learning of flood-depth maps.