Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine
Bowen Cheng, Yuxia Ma, Fengliu Feng, Yifan Zhang, Jiahui Shen, Hang Wang, Yongtao Guo, Yifan Cheng
Topics & Concepts
Generalized additive modelEnvironmental scienceAtmospheric sciencesRelative humidityPollutantAir pollutionParticulatesPollutionAir pollutantsConcentration gradientWind speedMeteorologyGradient boostingClimatologyChemistryMathematicsGeographyStatisticsSoil scienceEcologyBiologyComputer scienceRandom forestGeologyMachine learningOrganic chemistryAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols