Spatial modelling of particulate matter air pollution sensor measurements collected by community scientists while cycling, land use regression with spatial cross-validation, and applications of machine learning for data correction
Matthew D. Adams, Felix Massey, Karl Chastko, Calvin Cupini
Topics & Concepts
ParticulatesAir pollutionEnvironmental scienceLinear regressionPollutionSampling (signal processing)Mean squared errorCyclingRegression analysisMeteorologyAir quality indexHumidityRegressionTerm (time)Particulate pollutionStatisticsComputer scienceMathematicsGeographyFilter (signal processing)ArchaeologyOrganic chemistryEcologyBiologyComputer visionChemistryQuantum mechanicsPhysicsAir Quality and Health ImpactsAir Quality Monitoring and ForecastingVehicle emissions and performance