Coupling the linear mixed effects model with random forest improves hourly PM2.5 estimation from Himawari-8 AOD over the Yangtze River Delta
Yunhui Tan, Quan Wang, Zhaoyang Zhang
Topics & Concepts
Environmental scienceYangtze riverDeltaParametric statisticsMean squared errorMeteorologyRandom forestComputer scienceMathematicsStatisticsChinaGeographyEngineeringMachine learningArchaeologyAerospace engineeringAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols