Predicting spatiotemporally-resolved mean air temperature over Sweden from satellite data using an ensemble model
Zhihao Jin, Yiqun Ma, Lingzhi Chu, Yang Liu, Robert Dubrow, Kai Chen
Topics & Concepts
Normalized Difference Vegetation IndexGeneralized additive modelGradient boostingMean squared errorElevation (ballistics)Predictive modellingLand coverRandom forestLongitudeStatisticsMathematicsLatitudeEnvironmental scienceComputer scienceGeographyMachine learningClimate changeLand useGeologyGeodesyEngineeringCivil engineeringOceanographyGeometryClimate Change and Health ImpactsUrban Heat Island MitigationAir Quality and Health Impacts