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Unveiling differential impacts of multidimensional urban morphology on heat island effect across local climate zones: Interpretable CatBoost-SHAP machine learning model

Qiqi Liu, Hang Tian, Yunfei Wu

2025Building and Environment67 citationsDOI

Topics & Concepts

Urban heat islandUrban morphologyEnvironmental scienceDifferential (mechanical device)Morphology (biology)Physical geographyMachine learningComputer scienceGeographyMeteorologyCivil engineeringEngineeringGeologyUrban planningPaleontologyAerospace engineeringUrban Heat Island MitigationLand Use and Ecosystem ServicesUrban Green Space and Health
Unveiling differential impacts of multidimensional urban morphology on heat island effect across local climate zones: Interpretable CatBoost-SHAP machine learning model | Litcius