Management and prediction of river flood utilizing optimization approach of artificial intelligence evolutionary algorithms

Management and prediction of river flood utilizing optimization approach of artificial intelligence evolutionary algorithms

Abstract Flooding is a devastating natural disaster that causes fatalities and property damage worldwide. Effective flood susceptibility mapping (FSM) has become crucial for mitigating flood risks, especially in urban areas. This study evaluates the performance of artificial neural network (ANN) alg...

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Bibliographic Details
Main Authors: Rana Muhammad Adnan Ikram, Mo Wang, Hossein Moayedi, Atefeh Ahmadi Dehrashid
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Sustainable development
Optimized neural network
Flood susceptibility map
Spatial statistical analysis
Novel and technical processes
Online Access:https://doi.org/10.1038/s41598-025-04290-z
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https://doi.org/10.1038/s41598-025-04290-z

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