Rapid flood inundation mapping by integrating deep learning-based image super-resolution with coarse-grid hydrodynamic modeling

Efficient and accurate flood inundation mapping is essential for flood risk assessment, emergency response, and community safety. The deep learning-enabled rapid flood simulation demonstrates superior computational efficiency compared to traditional hydrodynamic models. However, most deep learning-b...

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Bibliographic Details
Main Authors: Wenke Song, Mingfu Guan, Kaihua Guo, Dapeng Yu
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Engineering Applications of Computational Fluid Mechanics
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/19942060.2025.2481115
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