Status and prediction of sulfur dioxide as an air pollutant in the city of Ahvaz, Iran

Document Type : Original Research Paper

Authors

1 Associate Professor, Department of Natural Resources and Environmental Engineering, Shiraz University, Iran

2 Department of Natural Resources and Environmental Engineering, Shiraz University, Iran

3 Department of Water Engineering, Shiraz University, Iran

10.7508/pj.2017.02. 004

Abstract

The present research analyzes air quality in Ahvaz, a city in the south of Iran, paying special attention to sulfur dioxide (SO2). In order to prepare the average data in the city, measurements have been carried out between 2009 and 2010 in two different locations. Relations between sulfur dioxide and some meteorological parameters have been calculated statistically, using the daily average data. The wind data (velocity, direction), relative humidity, temperature, sunshine periods, evaporation and rainfall have been considered as independent variables. The RMSE Test showed that among different prediction models, the stepwise one is the best option. The average concentrations have been calculated for every 24 hours, during each month and each season. Results show that the highest concentration of sulfur dioxide occurs generally in the morning while the lowest concentration is found before the sunshine. In case of the monthly concentrations of sulfur dioxide, the highest value belongs to January, while the lowest one occurs in October. And as for the seasonal concentrations, it has been shown that the highest amounts belong to winter. Results show that quantities of SO2 in different seasons as well as the entire year can be estimated by climate parameters. Results also indicate that the relations between the SO2 and meteorological parameters are stronger than the entire year during the seasons.

Keywords

References

Abdul-Wahab, S.A. and Al-Alawi, S.M. (2002). Assessment and prediction of tropospheric ozone concentration levels using artificial neural networks. Environ. Modell. Softw., 17(3), 219-228.
Abdul-Wahab, S.A., Bakheit, C.S. and Al-Alawi, S.M. (2005). Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations. Environ. Modell. Softw., 20(10), 1263-1271.
Asghari Esfandani, M. and Nematzadeh, H. (2016). Predicting air pollution in Tehran: Genetic algorithm and back propagation neural network. J. Air and Data Min., 4(1), 49-54.
Asrari, E., Sen, P.N. and Masoudi, M. (2007). Status of carbon mono oxide in Tehran City- Iran. Pollut. Res., 26(4), 531-535.
Behzadi, F. and Sakhaei, M. (2014). Study of Air Pollution and its relationship with meteorological parameters in Tehran city. Project of B.Sc. degree, Shiraz University.
Chelani, A.B., et al. (2001). Statistical modeling of ambient air pollutants in Delhi. Water Air Soil Pollut., 1326, 315-331.
Cuhadaroglu, B. and Demirci, E. (1997). Influence of some meteorological factors on air pollution in Trabzon city. Energ. Build., 25(3), 179-184.
Cunningham, W.P. and Cunningham, M.A. (2002). Principles of Environmental Science inquiry and applications. MxGraw Hill Company.
Elminir, H.K. (2005). Dependence of urban air pollutants on meteorology. Sci. Total Environ., 350, 225-237.
Fleischer, N.L., Merialdi, M., van Donkelaar, A., Vadillo-Ortega, F., Martin, R.V. and Betran, A.P. (2014). Outdoor air pollution, preterm birth, and low birth weight: Analysis of the world health organization global survey on maternal and perinatal health. Environ. Health Perspect., 122, 425-430.
Gerami, S. (2014). Study of Air Pollution and its relationship with meteorological parameters in Esfahan city. Project of B.Sc, Shiraz University.
Guardian. (2016). Where is the world's hottest city? The Guardian. Retrieved 3 March.
Guinness World Records (2013). Page 036 (Hardcover edition). ISBN 9781904994879.
Khader, Y., Abdelrahman, M., Abdo, N., Awad, S., Al-Sharif, M. and Elbetieha A. (2016). Exposure to Air Pollution and Pregnancy Outcomes in the East Mediterranean Region: a Systematic Review. Int. J. Pediatr., 4(1), 1255-71.
Kinnear, P.R. (2002). SPSS for windows made simple release 10. Psychology press.
Li, L., Qian, J., Ou, C.Q., Zhou, Y.X., Guo, C. and Guo, Y. (2014). Spatial and temporal analysis of Air Pollution Index and its timescale-dependent relationship with meteorological factors in Guangzhou, China, 2001–2011. Environ. Pollut., 190, 75-81.
Majidnezhad, V. (2014). A novel hybrid method for vocal fold pathology diagnosis based on Russian language. J. Air and Data Min., 2, 141-147.
Mandal, S. (2000). Progressive decrease of air pollution level from west to east at Calcutta', Indian. Indian Eval. Clin. Pract., 20, 6-10.
Masoudi, M., Ordibeheshti, F., Rajaipoor, N. and Sakhaei, M. (2016a). Status and preparation of prediction models for ozone as an air pollutant in Shiraz, Iran. Pollut., 2(4), 387-397.
Masoudi, M., Sakhaei, M., Behzadi, F. and Jokar, P. (2016b). Status of PM10 as an air pollutant and its prediction using meteorological parameters in Tehran, Iran. Fresen. Environ. Bull., 25(6), 2008-2017.
Masoudi, M. and Asadifard, E. (2015). Status and prediction of Nitrogen Dioxide as an air pollutant in Ahvaz City, Iran. Pollut. Atmos., 225, 1-10.
Masoudi, M., Asadifard, E. and Rastegar, M. (2014a). Status and prediction of ozone as an air pollutant in Ahvaz City, Iran. Caspian J. Environ. Sci., 12, 215-224.
Masoudi, M., Behzadi, F. and Sakhaei, M. (2014b). Status and prediction of Ozone as an air pollutant in Tehran, Iran. Ecol., Environ. Conserv., 20(2), 771-776.
Mulumba, J.P., Venkataraman, S. and Afullo, T.J.O. (2015). Modeling Tropospheric Ozone Climatology over Irene (South Africa) Using Retrieved Remote Sensing and Ground-Based Measurement Data. J. Remote Sens. GIS, 4(3), 1-11.
Ordibeheshti, F. and Rajaipoor, N.(2014). Study of Air Pollution and its relationship with meteorological parameters in Tehran city. Project of B.Sc. degree, Shiraz University.
Sabah, A., Al-Rubiei, R. and Al-Shamsi, A. (2003). A statistical model for predicting carbon monoxide levels. Int. J. Environ. Pollut., 19, 209-224.
Sánchez-Ccoyllo, O.R. and Andrade, M.F. (2002). The influence of meteorological conditions on the behavior of pollutants concentrations in São Paulo, Brazil. Environ. Pollut., 116(2), 257-263.
Sharma, B.K. (2001). An Introduction to environmental pollution. Krishna prakashan media (p) ltd.
Wang, S.M., Yu, H., Song, L., Xie, Y. and Zhu, Q. (2015). Air quality in a mountainous city: A case study in Chongqing, China. Fresen. Environ. Bull., 24(9), 2699-2706.
Yoo, J.M., Lee, Y.R., Kim, D., Jeong, M.J., Stockwell, W.R., Kundu, P.K., Oh, S.M., Shin, D.B. and Lee, S.J. (2014). New indices for wet scavenging of air pollutants (O3, CO, NO2, SO2, and PM10) by summertime rain. Atmos. Environ., 82, 226-237.
Pollution
Volume 3, Issue 2
April 2017
Pages 201-211

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