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Full-coverage estimation of PM2.5 in the Beijing-Tianjin-Hebei region by using a two-stage model

Qiaolin Zeng, Yeming Li, Jinhua Tao, Meng Fan, Liangfu Chen, Lihui Wang, Yechen Wang

2023Atmospheric Environment24 citationsDOI

Topics & Concepts

BeijingEnvironmental scienceStage (stratigraphy)EstimationMean squared errorRemote sensingParticulatesSatelliteGradient boostingArtificial neural networkInversion (geology)Computer scienceMeteorologyStatisticsRandom forestGeographyMathematicsArtificial intelligenceEngineeringChinaSystems engineeringEcologyArchaeologyBiologyPaleontologyAerospace engineeringStructural basinAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols
Full-coverage estimation of PM2.5 in the Beijing-Tianjin-Hebei region by using a two-stage model | Litcius