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Key factors affecting groundwater nitrate levels in the Yinchuan Region, Northwest China: Research using the eXtreme Gradient Boosting (XGBoost) model with the SHapley Additive exPlanations (SHAP) method

Shamsul Alam, Peiyue Li, M. Zillur Rahman, Misbah Fida, Vetrimurugan Elumalai

2024Environmental Pollution46 citationsDOI

Topics & Concepts

ChinaKey (lock)Gradient boostingGroundwaterNitrateEnvironmental scienceBoosting (machine learning)Water resource managementEcologyComputer scienceGeographyBiologyGeologyMachine learningRandom forestGeotechnical engineeringArchaeologyGroundwater and Isotope GeochemistryHydrology and Watershed Management StudiesWater Quality and Pollution Assessment
Key factors affecting groundwater nitrate levels in the Yinchuan Region, Northwest China: Research using the eXtreme Gradient Boosting (XGBoost) model with the SHapley Additive exPlanations (SHAP) method | Litcius