Estimating high-spatial-resolution daily PM2.5 mass concentration from satellite top-of-atmosphere reflectance based on an improved random forest model
Yuming Tang, Ruru Deng, Yeheng Liang, Ruihao Zhang, Bin Cao, Yongming Liu, Zhenqun Hua, Jie Yu
Topics & Concepts
Environmental scienceMass concentration (chemistry)Atmosphere (unit)Atmospheric sciencesSatelliteReflectivityAerosolAir mass (solar energy)SeasonalityRemote sensingMeteorologyGeographyChemistryGeologyMathematicsStatisticsEngineeringPhysicsAerospace engineeringPhysical chemistryOpticsRepresentativeness heuristicAtmospheric aerosols and cloudsAir Quality Monitoring and ForecastingUrban Heat Island Mitigation