Analysing the Pollutants Dispersion in Erbil City-Kurdistan with Support of Statistical Analysis.

Authors

  • Noor yashooa Department of Water Resources Engineering, College of Engineering, Salahaddin University- Erbil, Kurdistan Region, Iraq
  • Dana Khider Mawlood Department of Civil Engineering, College of Engineering, Salahaddin University-Erbil, Kurdistan Region, Iraq
  • Muhammed Abdulrazzaq Sultan Department of Civil Engineering, College of Engineering, Salahaddin University-Erbil, Kurdistan Region, Iraq

DOI:

https://doi.org/10.21271/ZJPAS.34.1.2

Keywords:

Pollution,Air Contamination,Wind,Metrology;EPA

Abstract

Most of the countries in the world are suffering from the air pollution problem, including both developed and developing countries, due to their urban expansion and overpopulation. Erbil has seen a significant expansion in its population. This was complemented by significant progress in a variety of sectors. The increase in numbers of power generators and increasing the number of cars lead to an increase in the number of pollutants emitted into the atmosphere. This study is concerned with the analyses and evaluation of our air quality in gaseous Pollutants such as CO, NO, NO2 O3, and SO2, then compare the concentrations of these gases with the allowable limits issued by the Environmental Protection Agency (EPA). The dependence of ground-level ozone levels was modelled using statistical analysis and the multiple linear regression approach.  The data were obtained from the Board of Environmental Protection and Improvement, Erbil-government-office for 2015 to 2018, which includes the concentration of the pollutants mentioned above and metrological conditions such as (wind direction, wind speed, temperature, air pressure, the relative humidity for the same period. The results show there was some increase in air pollutants. The best prediction equation (R2 = 0.671) presents the dependence of ozone concentration in Erbil city depending on data for two years (2015 and 2016) by utilizing multiple linear regression analysis. The following software was used to analyze and plot the data (Microsoft Excel 2013, WRplot V.7.0.0 and SPSS version 14).   

 

References

 

ABDUL-WAHAB, S. A., BAKHEIT, C. S. & AL-ALAWI, S. M. 2005. Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations. Environmental Modelling & Software, 20, 1263-1271.

AL-ALAWI, S. M., ABDUL-WAHAB, S. A. & BAKHEIT, C. S. 2008. Combining principal component regression and artificial neural networks for more accurate predictions of ground-level ozone. Environmental Modelling & Software, 23, 396-403.

AL-AZMI, B., NASSEHI, V. & KHAN, A. 2008. Comparative Assessment of Ambient Air Quality in Rabia for year 2001 and 2004 in the State of Kuwait. American Journal Environmental Sciences, 4, 50-62.

AL-KHALAF, A. 2006. Influence of meteorological and related factors on surface ozone pattern at Makkah station. J. Environ. Sci, 11, 1-19.

ARYA, S. P. 1999. Air pollution meteorology and dispersion, Oxford University Press New York.

CHAICHAN, M. T. 2015a. The impact of engine operating variables on emitted PM and Pb for an SIE fueled with variable ethanol-Iraqi gasoline blends. IOSR Journal of Mechanical and Civil Engineering (IOSRJMCE), 12, 72-79.

CHAICHAN, M. T. 2015b. Improvement of NOx-PM trade-off in CIE though blends of ethanol or methanol and EGR. diesel engine, 2.

CHAICHAN, M. T. 2016. Evaluation of emitted particulate matters emissions in multi-cylinder diesel engine fuelled with biodiesel. American Journal of Mechanical Engineering, 4, 1-6.

CHAICHAN, M. T., KAZEM, H. A. & ABED, T. A. 2018. Traffic and outdoor air pollution levels near highways in Baghdad, Iraq. Environment, Development and Sustainability, 20, 589-603.

D’AMATO, G., HOLGATE, S. T., PAWANKAR, R., LEDFORD, D. K., CECCHI, L., AL-AHMAD, M., AL-ENEZI, F., AL-MUHSEN, S., ANSOTEGUI, I. & BAENA-CAGNANI, C. E. 2015. Meteorological conditions, climate change, new emerging factors, and asthma and related allergic disorders. A statement of the World Allergy Organization. World Allergy Organization Journal, 8, 1-52.

DE NEVERS, N. 2010. Air pollution control engineering, Waveland press.

FAIZ, A., WEAVER, C. S. & WALSH, M. P. 1996. Air pollution from motor vehicles: standards and technologies for controlling emissions, World Bank Publications.

GAUR, A. 2008. Basic environmental engineering, New Age International.

JASSIM, H., IBRAHEEM, F. & ZANGANA, B. 2014. Environmental issues caused by the increasing number of vehicles in Iraq. WIT Transactions on Eco. and the Environ, 186, 341-352.

JASSIM, H., KURDI, Y. A. A. & AL-NIDAI, F. H. I. 2013. Environmental issues in Erbil city. International Journal of Engineering Trends and Technology, 4, 3509-3515.

KHIEM, M., OOKA, R., HUANG, H., HAYAMI, H., YOSHIKADO, H. & KAWAMOTO, Y. 2010. Analysis of the relationship between changes in meteorological conditions and the variation in summer ozone levels over the Central Kanto area. Advances in Meteorology, 2010.

LENGYEL, A., HÉBERGER, K., PAKSY, L., BÁNHIDI, O. & RAJKÓ, R. 2004. Prediction of ozone concentration in ambient air using multivariate methods. Chemosphere, 57, 889-896.

MA, Y., XIAO, B., LIU, C., ZHAO, Y. & ZHENG, X. 2016. Association between ambient air pollution and emergency room visits for respiratory diseases in spring dust storm season in Lanzhou, China. International journal of environmental research and public health, 13, 613.

MAHMOOD, Y. H., NAJEMALDEN, M. A. & AHMED, R. T. 2021. Air quality in Kirkuk regarding PM10 concentrations. Review of International Geographical Education Online, 11, 3912-3918.

MAJID, S. N. 2011. Valuation of ambient air pollution: a study of some urban areas in Sulaimani city and its surrounding/Kurdistan region of Iraq. University of Sulaimani, Sulaimani.

MUSTAFA, Y. A., AFAJ, A. H. & MOHAMMED, S. J. 2011. Measurement of ground level ozone in selective locations in Baghdad city. Journal of Engineering, 17.

MUSTAFA, Y. A. & MOHAMMED, S. J. 2012. Measurement of ground level ozone at different locations. American Journal of Environmental Sciences, 8, 311.

NAAQS Table | Criteria Air Pollutants | US EPA https://www.epa.gov/criteria-air-pollutants/naaqs-table

PASCHALIDOU, A., KASSOMENOS, P. & BARTZOKAS, A. 2009. A comparative study on various statistical techniques predicting ozone concentrations: implications to environmental management. Environmental monitoring and assessment, 148, 277-289.

RANCIÈRE, F., BOUGAS, N., VIOLA, M. & MOMAS, I. 2017. Early exposure to traffic-related air pollution, respiratory symptoms at 4 years of age, and potential effect modification by parental allergy, stressful family events, and sex: a prospective follow-up study of the PARIS birth cohort. Environmental health perspectives, 125, 737-745.

SAN JOSÉ, R., STOHL, A., KARATZAS, K., BOHLER, T., JAMES, P. & PÉREZ, J. 2005. A modelling study of an extraordinary night time ozone episode over Madrid domain. Environmental Modelling & Software, 20, 587-593.

SHAMS, D. F., QASIM, A., KHALID, K. & SHAH, K. H. 2014. Impact of biogas on sustainable livelihood in rural areas a case study of swat, Pakistan. Journal of Applied Environmental and Biological Sciences, 4, 28-33.

SICARD, P., AGATHOKLEOUS, E., DE MARCO, A., PAOLETTI, E. & CALATAYUD, V. 2021. Urban population exposure to air pollution in Europe over the last decades. Environmental Sciences Europe, 33, 1-12.

SISSAKIAN, V., AL-ANSARI, N. & KNUTSSON, S. 2013. Sand and dust storm events in Iraq. Journal of Natural Science, 5, 1084-1094.

VOSKAMP, I. M., SPILLER, M., STREMKE, S., BREGT, A. K., VREUGDENHIL, C. & RIJNAARTS, H. H. 2018. Space-time information analysis for resource-conscious urban planning and design: A stakeholder based identification of urban metabolism data gaps. Resources, Conservation and Recycling, 128, 516-525.

ZOHARY, M. 1950. The Flora of Iraq and its phytogeographical divisions. Bulletin Directorate General of Agriculture Iraq.

Published

2022-02-24

How to Cite

yashooa, N., Khider Mawlood, D. ., & Abdulrazzaq Sultan, M. . (2022). Analysing the Pollutants Dispersion in Erbil City-Kurdistan with Support of Statistical Analysis. Zanco Journal of Pure and Applied Sciences, 34(1), 8–17. https://doi.org/10.21271/ZJPAS.34.1.2

Issue

Section

Mathematics, Physics and Geological Sciences