Estimating monthly PM2.5 concentrations from satellite remote sensing data, meteorological variables, and land use data using ensemble statistical modeling and a random forest approach
Chu‐Chih Chen, Yin-Ru Wang, Hung-Yi Yeh, Tang-Huang Lin, Chun‐Sheng Huang, Chang‐Fu Wu
Topics & Concepts
Mean squared errorEnvironmental scienceRandom forestSatelliteResidualTerrainRemote sensingStatisticsMeteorologyMathematicsGeographyCartographyComputer scienceAerospace engineeringMachine learningEngineeringAlgorithmAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols