Application of machine learning in groundwater quality modeling - A comprehensive review

•Reviewed more than 200 papers that used machine learning in groundwater quality modeling.•Neural networks are the most used machine learning model in groundwater quality modeling.•Nitrate is the most modeled contaminants.•Suggestions for further works are proposed. Groundwater is a crucial resource...

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