Rapid assessments of light-duty gasoline vehicle emissions using on-road remote sensing and machine learning
Yan Xia, Linhui Jiang, Lu Wang, Xue Chen, Jianjie Ye, Tangyan Hou, Liqiang Wang, Yibo Zhang, Mengying Li, Zhen Li, Zhe Song, Yaping Jiang, Weiping Liu, Pengfei Li, Daniel Rosenfeld, John H. Seinfeld, Shaocai Yu
Topics & Concepts
Air quality indexRandom forestComputer scienceAutomotive engineeringArtificial neural networkCurfewEnvironmental scienceWind speedGradient boostingEnsemble learningMeteorologyTransport engineeringMachine learningEngineeringInfectious disease (medical specialty)DiseaseCoronavirus disease 2019 (COVID-19)MedicinePathologyPhysicsVehicle emissions and performanceAir Quality and Health ImpactsAir Quality Monitoring and Forecasting