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Critical role of climate factors for groundwater potential mapping in arid regions: Insights from random forest, XGBoost, and LightGBM algorithms

Xu Guo, Xiaofan Gui, Hanxiang Xiong, Xiaojing Hu, Yonggang Li, Hao Cui, Yang Qiu, Chuanming Ma

2023Journal of Hydrology154 citationsDOI

Topics & Concepts

GroundwaterRandom forestPrecipitationHydrology (agriculture)Environmental scienceAquiferAridAlgorithmGeologyMachine learningMeteorologyMathematicsComputer scienceGeographyGeotechnical engineeringPaleontologyGroundwater and Watershed AnalysisHydrology and Watershed Management StudiesFlood Risk Assessment and Management
Critical role of climate factors for groundwater potential mapping in arid regions: Insights from random forest, XGBoost, and LightGBM algorithms | Litcius