Predicting annual PM2.5 in mainland China from 2014 to 2020 using multi temporal satellite product: An improved deep learning approach with spatial generalization ability
Zhige Wang, Bifeng Hu, Bo Huang, Ziqiang Ma, Asim Biswas, Yefeng Jiang, Zhou Shi
Topics & Concepts
Deep learningEnvironmental scienceGeneralizationTerm (time)SatelliteTemporal resolutionComputer scienceMainland ChinaArtificial neural networkStability (learning theory)Time seriesRemote sensingArtificial intelligenceGeographyMachine learningChinaMathematicsArchaeologyEngineeringPhysicsQuantum mechanicsAerospace engineeringMathematical analysisAir Quality and Health ImpactsAir Quality Monitoring and ForecastingImpact of Light on Environment and Health