Determination of major drive of ozone formation and improvement of O3 prediction in typical North China Plain based on interpretable random forest model
Liyin Yao, Han Yan, Xin Qi, Dasheng Huang, Hanxiong Che, Xin Long, Yang Du, Lingshuo Meng, Xiaojiang Yao, Liuyi Zhang, Chen Yang
Topics & Concepts
Environmental scienceOzonePollutionAir pollutionWind speedPrecipitationRelative humidityAtmospheric sciencesRandom forestCorrelation coefficientMeteorologyWind directionClimatologyPollutantHumidityGeographyChemistryStatisticsMathematicsGeologyMachine learningBiologyOrganic chemistryEcologyComputer scienceAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols