Land use regression model established using Light Gradient Boosting Machine incorporating the WRF/CMAQ model for highly accurate spatiotemporal PM2.5 estimation in the central region of Thailand
Tin Thongthammachart, Hikari Shimadera, Shin Araki, Tomohito Matsuo, Akira Kondo
Topics & Concepts
CMAQWeather Research and Forecasting ModelGradient boostingEnvironmental scienceAir quality indexMeteorologyLinear regressionAir pollutionStatisticsComputer scienceGeographyMathematicsMachine learningRandom forestChemistryOrganic chemistryAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols