A varying coefficients space-time model for ground and satellite air quality data over Europe

digital

Article

Magazine

STATISTICA & APPLICAZIONI

Section

Open Access

Title

A varying coefficients space-time model for ground and satellite air quality data over Europe

Authors

Alessandro Fassò, Francesco Finazzi

Publisher

Vita e Pensiero

Format

Article |

Pdf

Online from

02-2014

Issn

1824-6672 (print) | 2283-6659 (digital)

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Description Readers' comments

This paper introduces a flexible space-time data fusion model based on latent variables and varying coefficients that can be used to map air quality over large areas such as countries or continents. The model is able to handle point data from ground level monitoring networks and pixel data from remote sensing. As a case study, the model is used to dynamically map the nitrogen dioxide concentration over Europe during 2009.

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