Multivariate Disaggregation Modeling of Air Pollutants: A Case-Study of PM2.5, PM10 and Ozone Prediction in Portugal and Italy.

Air pollution remains a critical environmental and public health challenge, demanding high-resolution spatial data to better understand its spatial distribution and impacts. This study addresses the challenges of conducting multivariate spatial analysis of air pollutants observed at aggregated level...

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Publicado en:	American Statistician Vol. 80; no. 1; pp. 109 - 135
Autores principales:	Rodriguez Avellaneda, Fernando, Chacón-Montalván, Erick A., Moraga, Paula
Formato:	Artículo
Publicado:	Taylor & Francis Ltd Feb2026
Materias:	Italy Portugal Air pollution Particulate matter Atmospheric ozone Spatial resolution Gaussian processes Multivariate analysis Countries
Acceso en línea:	Ver este registro en EBSCOhost