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Investigating the causal effects of anthropogenic factors on urban streams and lakes water quality by integrating causal inference with interpretable machine learning

Shuying Liu, Jing Xu, Runzi Wang, Xiang Fu, Xiaofeng Liu, Ye Zhao, Xiang Zhang

2024Journal of Cleaner Production23 citationsDOI

Topics & Concepts

Causal inferenceSTREAMSInferenceQuality (philosophy)Water qualityMachine learningComputer scienceArtificial intelligenceEnvironmental scienceEnvironmental resource managementEconometricsEcologyEconomicsEpistemologyPhilosophyComputer networkBiologyHydrological Forecasting Using AIWater Quality and Pollution AssessmentHydrology and Watershed Management Studies
Investigating the causal effects of anthropogenic factors on urban streams and lakes water quality by integrating causal inference with interpretable machine learning | Litcius