Machine learning-assisted mapping of city-scale air temperature: Using sparse meteorological data for urban climate modeling and adaptation
Xiaotian Ding, Yongling Zhao, Yifan Fan, Yuguo Li, Jian Ge
Topics & Concepts
Environmental scienceUrban heat islandScale (ratio)Land coverWeather stationMean squared errorMeteorologyKrigingLinear regressionAir temperatureCluster analysisComputer scienceGeographyLand useStatisticsCartographyMachine learningMathematicsCivil engineeringEngineeringUrban Heat Island MitigationUrban Green Space and HealthRemote Sensing and Land Use