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Machine learning modelling of a nonlinear environmental index with sensitivity analysis for groundwater assessment

Abstract The aim of this study was to evaluate groundwater quality the Marvdasht aquifer using the Groundwater Quality Index (GWQI), which was determined using a conventional method and also predicted using three machine learning algorithms: Artificial Neural Network (ANN), Support Vector Machine (S...

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Detalhes bibliográficos
Principais autores: Aliasghar Azma, Yakun Liu, Eden Tatek Alemu
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2026-03-01
Colecção:Scientific Reports
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Acesso em linha:https://doi.org/10.1038/s41598-026-44906-6
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