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Probability distribution and extreme value analysis of total suspended particulate matter in Kuwait

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Abstract

Probability distribution and extreme value analysis were carried out on total suspended particulate matter (TSP) in Kuwait. The measured TSP data, available for about 10 years from three different locations in Kuwait, viz., Managhesh, Shuwaikh, and Kuwait City were used. For probability distribution analysis, four theoretical distributions were considered, namely Rayleigh, exponential, Gumbel, and log-normal distribution. Based on the study, it was found that log-normal distribution represented the measured daily average TSP value in Kuwait. The expected extreme daily average TSP values for 10-, 25-, 50-, and 100-year return periods were estimated based on Gumbel, exponential, and Weibull extreme value distributions for these three locations. For 100-year return period, the expected TSP values in Managhesh were 5270, 5920, and 4584 μg/m3, based on Gumbel, exponential, and Weibull extreme value distributions, respectively. For the same return period, the expected TSP values in Shuwaikh were 11,255, 12,592, and 8771 μg/m3, and in Kuwait City, 7109, 8136, and 6494 μg/m3, based on Gumbel, exponential, and Weibull extreme value distributions, respectively. During an extreme dust storm in Kuwait, an extreme TSP of 9619 μg/m3 was recorded on 25 March 2011. The results of this study are an important input to understand the probability distribution of TSP and also for the analysis on the impact of TSP on the socioeconomic development and on the respiratory health issues in Kuwait.

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References

  • Abdal AT, Ayed A, Nair PC, Mosawi M, Behbehani N (2010) Factors responsible for asthma and rhinitis among Kuwaiti schoolchildren. Med Princ Pract 19:295–298

    Article  Google Scholar 

  • Al-Awadhi JM, Al-Shuaibi A (2013) Dust fallout in Kuwait city: deposition and characterization. Sci Total Environ 461–462:139–148

    Article  Google Scholar 

  • Al-Awadhi JM, Al-Dousari AM, Khalaf FI (2014) Influence of land degradation on the local rate of dust fallout in Kuwait. Atmos Clim Sci 4:437–446

    Google Scholar 

  • Al-Dousari AM (2008) Sand storms and fallen dust. Sci Technol 163:30–37(In Arabic)

    Google Scholar 

  • Al-Dousari AM, Al-Awadhi J (2012) Dust fallout in the northern Kuwait, major sources and characteristics. Kuwait J Sci Eng 39(2A):171–187

    Google Scholar 

  • Al-Dousari, A. M.; M. Bahbahani; L. Al-Awadhi; and H. Al-Zajali. 2004. Analysis of dust fallout data and sediments in Kuwait. Presented at the International Conference on Atmospheric Pollution, Dubai, February 21–24, pp. 34–46

  • Al-Dousari AM, Al-Elaj M, Al-Enezi E, Al-Shareeda A (2009) Origin and characteristics of yardangs in the Um Al-Rimam depressions (N Kuwait). Geomorphology 104:93–104

    Article  Google Scholar 

  • Al-Harbi M (2015) Characteristics and composition of the falling dust in urban environment. Int J Environ Sci Technol 12:641–652

    Article  Google Scholar 

  • Al-Hurban AE, Al-Ostad AN (2010) Textural characteristics of dust fallout and potential effect on public health in Kuwait City and suburbs. Environ Earth Sci 60:169–181

    Article  Google Scholar 

  • Al-Hurban AE (2014) Effects of recent anthropogenic activities on the surface deposits of Kuwait. Arab J Geosci 7:665–691

    Article  Google Scholar 

  • Al-Olayan MA, Brown KW, Evans JS, Bouhamra WS, Koutrakis P (2013) Source apportionment of fine particles in Kuwait City. Sci Total Environ 448:14–25

    Article  Google Scholar 

  • Al-Sudairawi M, Misak R, Kwarteng A, Abdullah J, Gharib I, Al-Dousari AM, Zaghloul M, Ahmed M, Abdullah O (1999) Study of sand control at KOC operation areas of south-east, west and north Kuwait (EES-139). Kuwait Institute for Scientific Research, Kuwait

    Google Scholar 

  • Al-Taiar A, Thalib L (2014) Short-term effect of dust storms on the risk of mortality due to respiratory, cardiovascular and all-causes in Kuwait. Int J Biometeorol 58:69–77

    Article  Google Scholar 

  • Bennion P, Hubbard R, O’Hara S, Wiggs G, Wegerdt J, Lewis S, Small I, van der Meer J, Upshur R (2007) The impact of airborne dust on respiratory health in children living in the Aral Sea region. Int J Epidemiol 36(5):1103–1110

    Article  Google Scholar 

  • Brown KW, Bouhamra W, Lamoureux D, Evans JS, Koutrakis P (2008) Characterization of particulate matter for three sites in Kuwait. J Air Waste Manage Assoc 58:994–1003

    Article  Google Scholar 

  • Doronzo DM, de Tullio MD, Dellino P, Pascazio G (2011) Numerical simulation of pyroclastic density currents using locally refined Cartesian grids. Comput Fluids 44:56–67

    Article  Google Scholar 

  • Doronzo DM, Khalaf EA, Dellino P, de Tullio MD, Dioguardi F, Gurioli L, Mele D, Pascazio G, Sulpizio R (2014) Local impact of dust storms around a suburban building in arid and semi-arid regions: numerical simulation examples from Dubai and Riyadh, Arabian Peninsula. Arab J Geosci. doi:10.1007/s12517-014-1730-2

    Google Scholar 

  • Draxler R, Gillette D, Kirkpatrick J, Heller J (2001) Estimating PM10 air concentrations from dust storms in Iraq, Kuwait and Saudi Arabia. Atmos Environ 35:4315–4330

    Article  Google Scholar 

  • Folch A (2012) A review of tephra transport and dispersal models: evolution, current status, and future perspectives. J Volcanol Geotherm Res 235–236:96–115

    Article  Google Scholar 

  • Goudie AS (2009) Dust storms: recent developments. J Environ Manag 90:89–94

    Article  Google Scholar 

  • Goudie AS (2014) Desert dust and human health disorders. Environ Int 63:101–113

    Article  Google Scholar 

  • Gumbel EJ (1958) Statistics of extremes. Columbia University Press, New York

    Google Scholar 

  • Miller SD, Kuciauskas AP, Liu M, Ji Q, Reid JS, Breed DW, Walker AL, Al-Mandoos A (2008) Haboob dust storms of the southern Arabian peninsula. J Geophys Res 113(D01202) 26 pages

  • Najafi MS, Khoshakhllagh F, Zamanzadeh SM, Shirazi MH, Samadi M, Hajikhani S (2014) Characteristics of TSP loads during the Middle East Springtime Dust Storm (MESDS) in western Iran. Arab J Geosci 7:5367–5381

    Article  Google Scholar 

  • Qasem H, Betts TR, Müllejans H, AlBusairi H, Gottschalg R (2014) Dust-induced shading on photovoltaic modules. Prog Photovolt Res Appl 22:218–226

    Article  Google Scholar 

  • Ravi S, D’Odorico P, Breshears DD, Field JP, Goudie AS, Huxman TE, Li L, Okin GS, Swap RJ, Thomas AD, Pelt SV, Whicker JJ, Zobeck TM (2011) Aeolian process and the biosphere. Rev Geophys 49:1–45

    Article  Google Scholar 

  • Safar MI (1980) Frequency of dust in day-time summer in Kuwait. Directorate General of Civil Aviation, Kuwait

    Google Scholar 

  • Thalib L, Al-Taiar A (2012) Dust storms and the risk of asthma admissions to hospitals in Kuwait. Sci Total Environ 433:347–351

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to the Kuwait Institute for Scientific Research and Kuwait Foundation for the Advancement of Sciences for financing this study. Thanks are due to Kuwait Environment Public Authority for providing the high-volume sampler data in Kuwait and Dr. Ashraf Ramadan, Program Manager, Air Quality Program, for providing the total suspended particulate data collected in KISR.

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Authors and Affiliations

  1. Coastal Management Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait

    Neelamani Subramaniam

  2. Crises Decision Support Program, Environment and Life Sciences Research Center, Kuwait Institute for Scientific Research, P.O. Box 24885, 13109, Safat, Kuwait

    Mane Al-Sudairawi, Ali Al-Dousari & Noor Al-Dousari

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  1. Neelamani Subramaniam
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  2. Mane Al-Sudairawi
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  3. Ali Al-Dousari
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  4. Noor Al-Dousari
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Correspondence to Neelamani Subramaniam.

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This article is part of the Topical Collection on DUST

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Subramaniam, N., Al-Sudairawi, M., Al-Dousari, A. et al. Probability distribution and extreme value analysis of total suspended particulate matter in Kuwait. Arab J Geosci 8, 11329–11344 (2015). https://doi.org/10.1007/s12517-015-2008-z

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  • DOI: https://doi.org/10.1007/s12517-015-2008-z

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