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 IMS 2 . Daily data of four air pollutants from the city of Palermo (Italy) are analyzed to test the performance of the new index. The index IMS 2 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.

Plaia, A., Di Salvo, F., Ruggieri, M., Agrò, G. (2013). A Multisite-Multipollutant Air Quality Index. ATMOSPHERIC ENVIRONMENT, 70(May 2013), 387-391 [http://dx.doi.org/10.1016/j.atmosenv.2013.01.028].

A Multisite-Multipollutant Air Quality Index

PLAIA, Antonella;DI SALVO, Francesca;RUGGIERI, Mariantonietta;AGRO', Gianna
2013-01-01

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 IMS 2 . Daily data of four air pollutants from the city of Palermo (Italy) are analyzed to test the performance of the new index. The index IMS 2 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.
Settore SECS-S/01 - Statistica
Plaia, A., Di Salvo, F., Ruggieri, M., Agrò, G. (2013). A Multisite-Multipollutant Air Quality Index. ATMOSPHERIC ENVIRONMENT, 70(May 2013), 387-391 [http://dx.doi.org/10.1016/j.atmosenv.2013.01.028].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/77930
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