A spatiotemporal deep learning approach to enhance air temperature estimation based on the sole input of land surface temperature
Pixin Gong, Li Lan, Chao Guo, Ruiqi Guo
Topics & Concepts
ScalabilityDeep learningConvolutional neural networkEnvironmental scienceClimate modelComputer scienceZoningMeteorologyClimate changeData miningSatelliteMean absolute errorArtificial neural networkClimate simulationRemote sensingEstimationMachine learningVisualizationUrban heat islandData modelingMean squared errorMissing dataBaseline (sea)Spatial analysisDaytimeAdaptive samplingArtificial intelligenceSynthetic dataAdaptation (eye)Interpolation (computer graphics)Temporal scalesSpatial variabilityMean radiant temperatureThermalUrban planningUrban Heat Island MitigationClimate Change and Health ImpactsClimate variability and models