GIS Approaches for the Estimation of Residential-Level Ambient PM Concentrations
Liao D, Peuquet D, Duan Y, Whitsel E, Dou J, Smith R, Lin H, Chen J, Heiss G. GIS Approaches for the Estimation of Residential-Level Ambient PM Concentrations. Environmental Health Perspectives 2006, 114: 1374-1380. PMID: 16966091, PMCID: PMC1570082, DOI: 10.1289/ehp.9169.Peer-Reviewed Original ResearchConceptsLognormal ordinary krigingAmbient PM concentrationsPM concentrationsParticulate matterKriging estimatesStandardized prediction errorsOrdinary krigingDaily PM concentrationsU.S. Environmental Protection AgencyAmbient particulate matterAerodynamic diameter <Environmental Protection AgencySpherical modelAmbient PMEstimate PMSemivariogram modelArcView geographic information systemPM dataProtection AgencyKriging approachGeographic information systemSpatial estimationCompare cross-validationNational scaleGIS approach
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