Application of machine learning algorithms to improve numerical simulation prediction of PM2.5 and chemical components
Lingling Lv, Peng Wei, Juan Li, Jingnan Hu
Topics & Concepts
Support vector machineMean squared errorRandom forestChemical transport modelPollutantRegressionAlgorithmLinear regressionAir pollutionPredictive modellingAir quality indexRegression analysisComputer scienceMachine learningStatisticsEnvironmental scienceMathematicsMeteorologyPhysicsOrganic chemistryChemistryAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols