2019
Spatiotemporal calibration of atmospheric nitrogen dioxide concentration estimates from an air quality model for Connecticut
Gilani O, McKay L, Gregoire T, Guan Y, Leaderer B, Holford T. Spatiotemporal calibration of atmospheric nitrogen dioxide concentration estimates from an air quality model for Connecticut. Environmental And Ecological Statistics 2019, 26: 325-349. DOI: 10.1007/s10651-019-00430-7.Peer-Reviewed Original ResearchAir quality modelsCommunity Multiscale Air Quality (CMAQ) modelMultiscale Air Quality modelQuality modelCMAQ model estimatesSpatial resolutionLand use characteristicsContribution of trafficConcentrations of ambientSpatial resolution mapsLocal covariatesFine spatial resolution mapsSpatiotemporal calibrationModel estimatesDioxide concentrationNitrogen dioxide concentrationsConcentration estimatesTemporal resolutionDaily concentrationsResolution mapsPrediction mapsSimilar mapsMonitor sitesMajor highwaysUse characteristics
2016
Spatiotemporal calibration and resolution refinement of output from deterministic models
Gilani O, McKay LA, Gregoire TG, Guan Y, Leaderer BP, Holford TR. Spatiotemporal calibration and resolution refinement of output from deterministic models. Statistics In Medicine 2016, 35: 2422-2440. PMID: 26790617, DOI: 10.1002/sim.6867.Peer-Reviewed Original ResearchConceptsGrid-cell formatCurrent calibration techniquesSpatiotemporal calibrationModeling strategyCommunity Multiscale Air Quality (CMAQ) modelAir quality modelsMultiscale Air Quality modelCalibration techniqueObserved measurementsPixel sizeSpatial resolutionGrid dataMonitoring stationsQuality modelDeterministic modelRegular gridAmbient nitrogen dioxide concentrationsDaily estimatesMeasurementsProcess of interestGridNitrogen dioxide concentrationsProcessPixelsDioxide concentration