How do built environment factors influence urban heat islands across local climate zones? Evidence from an interpretable XGBoost-SHAP model
Mingzhi Zhang, Dian Zhou, Duo Xu, Keju Liu, Zhaolin Gu, Yujun Yang, Qian Zhang, Liuwei Chen
Topics & Concepts
MicroclimateUrban heat islandUrban climateBuilt environmentThermal comfortEnvironmental scienceUrban planningUrban morphologyUrbanizationUrban climatologyGeographyPhysical geographySpatial ecologyClimate zonesEnvironmental resource managementUrban densityHierarchyUrban environmentNormalized Difference Vegetation IndexClimate changeSpatial planningEnvironmental planningSpatial variabilityMeteorologyUrban designUrban landscapeSampling (signal processing)Urban spatial structureClimatologySpatial configurationUrban ecosystemLand useBuilding energy simulationUrban areaUrban structureUrban Heat Island MitigationUrban Green Space and HealthLand Use and Ecosystem Services