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