A gradient boost approach for predicting near-road ultrafine particle concentrations using detailed traffic characterization
Junshi Xu, An Wang, Nicole Schmidt, Matthew D. Adams, Marianne Hatzopoulou
Topics & Concepts
Ultrafine particleAir quality indexEnvironmental scienceGradient boostingMeteorologyTransport engineeringStatisticsComputer scienceGeographyRandom forestMathematicsEngineeringMachine learningChemical engineeringAir Quality and Health ImpactsAir Quality Monitoring and ForecastingVehicle emissions and performance