Evolution from the physical process-based approaches to machine learning approaches to predicting urban floods: a literature review

Abstract Urban flooding has become a growing concern for many cities due to accelerating urbanisation, changing weather, and drainage system aging. Earlier studies of floods have taken primarily the traditional process-based approach to predicting urban floods, offering limited exploration of recent...

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Bibliographic Details
Main Authors: Md Shike Bin Mazid Anik, Chunjiang An, S. Samuel Li
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Environmental Systems Research
Subjects:
Online Access:https://doi.org/10.1186/s40068-025-00409-3
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