Estimating PM2.5 concentrations via random forest method using satellite, auxiliary, and ground-level station dataset at multiple temporal scales across China in 2017
Bin Guo, Dingming Zhang, Lin Pei, Yi Su, Xiaoxia Wang, Yi Bian, Donghai Zhang, Wanqiang Yao, Zixiang Zhou, Liyu Guo
Topics & Concepts
Environmental scienceMean squared errorRandom forestAerodynamic diameterSatelliteCorrelation coefficientAerosolMeteorologyRegressionRegression analysisStatisticsAtmospheric sciencesMathematicsGeographyComputer scienceAerospace engineeringEngineeringGeologyMachine learningAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols