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Estimating high-resolution PM1 concentration from Himawari-8 combining extreme gradient boosting-geographically and temporally weighted regression (XGBoost-GTWR)

Rui Li, Lulu Cui, Hongbo Fu, Ya Meng, Junlin Li, Jianping Guo

2020Atmospheric Environment31 citationsDOI

Topics & Concepts

Mean squared errorHazeEnvironmental scienceLinear regressionCoefficient of determinationMean absolute errorAtmospheric sciencesRegressionMeteorologyMathematicsStatisticsGeographyGeologyAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols
Estimating high-resolution PM1 concentration from Himawari-8 combining extreme gradient boosting-geographically and temporally weighted regression (XGBoost-GTWR) | Litcius