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Statistical Analysis of Air Pollutants and Meteorological Parameters in Afyon, Turkey
Authors:Y ?ça?a  E Sabah
Institution:(1) Faculty of Technical Education, Afyon Kocatepe University, 03200 Afyon, Turkey;(2) Faculty of Engineering, Afyon Kocatepe University, 03200 Afyon, Turkey
Abstract:In this study, the relation between sulfur dioxide (SO2) and particulate matter (PM) concentrations periodically measured in the city of Afyon’s atmosphere with meteorological factors such as precipitation, humidity, temperature, wind velocity, and inversion were investigated. The mean values of SO2 and PM concentrations measured during the winter months of October–March 1990–1999 were correlated with the meteorological parameters of the same period. Simple and multiple linear regression analysis were utilized to evaluate the contribution of meteorological variables. The statistical results show that the pollutants, i.e., SO2 and PM are dependent upon humidity, temperature, and inversion at the 1% significance level; while the dependence of both pollutants with temperature is negative when those of humidity and inversion are positive. Two models in which temperature and inversion are dependent with multiple variables are recommended for predicting the contribution of meteorological parameters on SO2 and PM. In addition, the relationship between humidity, temperature, and inversion with pollutants is also determined using nonlinear (polynomial) models.
Keywords:Air pollution  Correlation  Meteorological factors  Regression  Modelling
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