PM^sub 10^ Dispersion in Adelaide and Its Relationship with Rainfall

The aim of this study is to use a range of statistical tools to assess particulate matter less than 10 [mu]m (PM^sub 10^) in the atmosphere that has been measured daily at five locations in South Australia over a 7-year period. We consider a wind rose model to provide a graphical display of the freq...

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Veröffentlicht in:Water, air, and soil pollution air, and soil pollution, 2015-12, Vol.226 (12), p.1
Hauptverfasser: Kamruzzaman, Mohammad, Aryal, Rupak, Beecham, Simon, Mulcahy, Dennis, Metcalfe, Andrew V, Slattery, Samantha, Lee, Seoung Soo
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Sprache:eng
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Zusammenfassung:The aim of this study is to use a range of statistical tools to assess particulate matter less than 10 [mu]m (PM^sub 10^) in the atmosphere that has been measured daily at five locations in South Australia over a 7-year period. We consider a wind rose model to provide a graphical display of the frequency distribution of wind speed to explore the role of PM^sub 10^ accumulation over time. A generalised least squares technique with a first-order autoregressive model was applied to the realisation of average changes in PM^sub 10^, and these were assessed at the 5 % significance level. This study found the change in variability of PM^sub 10^ concentration over time. The pre-whitened PM^sub 10^ series were considered as realisations of white noise using correlogram plots. Furthermore, a robust regression technique involving wet (>0.5-mm rainfall) and dry properties (
ISSN:0049-6979
1573-2932
DOI:10.1007/s11270-015-2662-5