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Machine learning-driven flood hazard assessment: integrating SAR and elevation data for inundation mapping and depth estimation

Crossref DOI link: https://doi.org/10.1007/s11069-025-07949-y

Published Online: 2026-02-18

Published Print: 2026-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Sadhwani, Kashish https://orcid.org/0000-0002-1718-9765
Eldho, T. I. https://orcid.org/0000-0003-4883-3792
License Information

Text and Data Mining valid from 2026-02-18

Version of Record valid from 2026-02-18
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Article History

Received: 7 July 2025

Accepted: 27 December 2025

First Online: 18 February 2026

Declarations

:

: The authors have no relevant financial or non-financial interests to disclose.