Title of article
A Multisite-Multipollutant Air Quality Index
Author/Authors
Plaia، نويسنده , , A. and Di Salvo، نويسنده , , F. and Ruggieri، نويسنده , , M. and Agrَ، نويسنده , , G.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2013
Pages
5
From page
387
To page
391
Abstract
In this paper, starting from a multivariate spatio-temporal array, containing air pollution data collected for the main pollutants at different monitoring sites over a 1-year period, a new approach is proposed to get a Multipollutant-Multisite Air Quality Index (AQI) time series. A two steps aggregation, related to space and to pollutants, is considered. For the first aggregation (spatial synthesis) a PCA is performed on data array opportunely rearranged, while the index I2, proposed in Ruggieri and Plaia (2011), is used for the second aggregation (pollutant synthesis), obtaining the new index I 2 MS . Daily data of four air pollutants from the city of Palermo (Italy) are analyzed to test the performance of the new index. The index I 2 MS overcomes the main issues presented by other indices, many of which based on AQI computed by US EPA, considering the highest pollutant concentration adequately standardized. The comparison carried out shows that the index here proposed has a better performance than the synthesis by median-maximum (Bruno and Cocchi, 2002) and the synthesis by PCA along both space and pollutant dimensions, if the conjoint effect on air quality of the different pollutants has to be taken into account.
Keywords
Air quality index , Three-way array
Journal title
Atmospheric Environment
Serial Year
2013
Journal title
Atmospheric Environment
Record number
2240842
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