Modeling seawater intrusion along the Alabama coastline using physical and machine learning models to evaluate the effects of multiscale natural and anthropogenic stresses

Abstract Seawater intrusion threatens groundwater resources in coastal regions, including southern Baldwin County, Alabama, where the freshwater-saltwater interface dynamics remain poorly understood. To address this gap, this study uses combined physics-based and machine-learning models to quantify...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Hossein Gholizadeh, T. Prabhakar Clement, Christopher T. Green, Geoffrey R. Tick, Alain M. Plattner, Yong Zhang
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Seawater intrusion Physical model Machine learning Storm surge Pumping
Online Access:	https://doi.org/10.1038/s41598-025-06613-6