Evaluating groundwater potential with the synergistic use of geospatial methods and advanced machine learning approaches

Evaluating groundwater potential with the synergistic use of geospatial methods and advanced machine learning approaches

Abstract The rapid increase in population, urbanization, and industrial activity in developing countries is intensifying pressure on groundwater resources, leading to severe water shortages. This study aims to evaluate and compare the predictive capabilities of six ensemble machine learning (ML) mod...

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Bibliographic Details
Main Authors: Vicky Anand, Vishnu D. Rajput, Tatiana Minkina, Saglara Mandzhieva, Aastha Sharma, Deepak Kumar, Sunil Kumar
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Cities
Subjects:
Groundwater prediction
Groundwater resource mapping
Machine learning
Random Forest
Water management
Water shortages
Online Access:https://doi.org/10.1007/s44327-025-00095-x
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