Case Studies
Jul 14, 2016

Modeling Sewer Flow in a Pilgrimage City

Publication: Journal of Environmental Engineering
Volume 142, Issue 12

Abstract

Sewerage management in pilgrimage cities has been a challenging task because the sudden influx of pilgrims exerts tremendous pressure on the sewer system. It is a much more challenging problem in the city of Karbala, Iraq, where the number of pilgrims during peak pilgrimage days is gradually increasing because of the rapid growth of the Muslim population due to their improving economic status and mobility. The objective of the present study is to investigate the impact of population on sewer flow in Karbala. A multiple linear regression based on a statistical analysis approach is used to quantify the impacts of population variation in sewer flow in Karbala. The results show that sewer flow in the city typically increases around 0.0115m3/s for every increase by 1,000 in population. This will be a helpful calculation in understanding, predicting, and abating sewer overflow problems in Karbala.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

We gratefully acknowledge the financial support of the Ministry of Municipalities and Public Works and the Ministry of Higher Education in Iraq. We are also grateful to the Ministry of Education-Malaysia and Technology University of Malaysia (UTM) for supporting this research to FRGS Research Grant 4F541.

References

Abyaneh, H. Z. (2014). “Evaluation of multivariate linear regression and artificial neural networks in prediction of water quality parameters.” J. Environ. Health Sci. Eng., 12(1), 40.
Ahammad, Z. S., Sreekrishnan, T. R., Hands, C. L., Knapp, C. W., and Graham, D. W. (2014). “Increased waterborne bla NDM-1 resistance gene abundances associated with seasonal human pilgrimages to the Upper Ganges River.” Environ. Sci. Technol., 48(5), 3014–3020.
Alkafeel Global Network. (2014). “Pilgrimage by proxy.” 〈https://alkafeel.net/?lang=en〉 (Sep. 7, 2015).
Al-Lami, F., et al. (2013). “Pattern of morbidity and mortality in Karbala hospitals during Ashura mass gathering at Karbala, Iraq, 2010.” East. Mediterranean Health J., 19(2), 13–18.
Ashley, R. M., Clemens, F. H. L. R., Tait, S. J., and Schellart, A. (2008). “Climate change and the implications for modelling the quality of flow in combined sewers.” Proc., 11th Int. Conf. on Urban Drainage, ICUD, Edinburgh, U.K.
Balling, R. C., Jr., and Gober, P. (2007). “Climate variability and residential water use in the city of Phoenix, Arizona.” J. Appl. Meteorol. Climatol., 46(7), 1130–1137.
Chang, H., Praskievicz, S., and Parandvash, H. (2014). “Sensitivity of urban water consumption to weather and climate variability at multiple temporal scales: The case of Portland, Oregon.” Int. J. Geospatial Environ. Res., 1(1), 1–19.
Directorate of Sewerage of Karbala. (2014). “Report of operation department 2014.” Governorate of Karbala, Iraq.
Duncan, A. (2010). “Hydrological applications of artificial neural networks.” 〈https://ore.exeter.ac.uk/repository/handle/10871/13807〉 (Dec. 10, 2015).
EPD (Environmental Protection Department). (2005). “Guidelines for estimating sewage flows for sewage infrastructure planning version 1.0.”, Hong Kong.
Gaines, J. B. (1989). “Peak sewage flow rate: Prediction and probability.” J. Water Pollut. Control Fed., 61(7), 1241–1248.
Garson, G. D. (2012). Partial correlation: Statistical associates blue book series 29, Statistical Associates Publishers, Asheboro, NC, 48.
Gladstone, D. L. (2005). From pilgrimage to package tour: Travel and tourism in the Third World, Routledge, New York.
Halm, H. (2007). The Shiites: A short history, Markus Wiener, Princeton, NJ.
Harikumar, P. S., and Madhavan, K. (2006). “Estimation of water pollution and assimilative capacity of River Pamba, Kerala.” Pollut. Res., 25(4), 707–710.
Helsel, D. R., and Hirsch, R. M. (2002a). “Statistical methods in water resources techniques of water resources investigations.” Book 4, Chapter A3, USGS, Washington, DC, 522.
Helsel, D. R., and Hirsch, R. M. (2002b). “Statistical methods in water resources.” Techniques of water-resources investigations of the United States Geological Survey Book 4, hydrologic analysis and interpretation, USGS, Washington, DC.
Hilliard, A. (2014). “WTO session 5: Sustainability of pilgrimage tourism.” Proc., 1st United Nations World Tourism Organization (UNWTO) Int. Congress on Tourism and Pilgrimages, Santiago De Compostela, Spain.
Huong, H. T. L., and Pathirana, A. (2013). “Urbanization and climate change impacts on future urban flooding in Can Tho city, Vietnam.” Hydrol. Earth Syst. Sci., 17(1), 379–394.
Hussein, A. O., Shahid, S., Basim, K. N., and Chelliapan, S. (2015). “Modelling stormwater quality of an arid urban catchment.” Appl. Mech. Mater., 735, 215–219.
IPCC (Intergovernmental Panel on Climate Change). (2014). “Climate change 2014: Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects.” Contribution of Working Group II to the 5th Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, U.K., 1132.
Jafria News. (2013). “Karbala ready to host 20 million pilgrims at the event of Arbaeen this year.” 〈https://jafrianews.com/2013/12/20/karbala-ready-to-host-20-million-pilgrims-at-the-event-of-arbaeen-this-year/〉 (Sep. 7, 2015).
Kana, A. G. (2011). “Religious tourism in Iraq, 1996–1998: An assessment.” Int. J. Bus. Social Sci., 2(24), 12–20.
Montgomery, D. C., Runger, G. C., and Hubele, N. F. (2011). Engineering statistics, 5th Ed., Wiley, London.
NIST. (2012). “e-Handbook of statistical methods.” 〈http://www.itl.nist.gov/div898/handbook/〉 (Dec. 9, 2015).
Obaid, H. A., Shahid, S., Basim, K. N., and Chelliapan, S. (2015). “Modeling of wastewater quality in an urban area during festival and rainy days.” Water Sci. Technol., 72(6), 1029–1042.
Obaid, H. A., Shahid, S., Basim, K. N., and Shreeshivadasan, C. (2014). “Modeling sewerage overflow in an urban residential area using storm water management model.” Malay. J. Civ. Eng., 26, 163–171.
Poutiainen, H., Niska, H., Heinonen-Tanski, H., and Kolehmainen, M. (2010). “Use of sewer on-line total solids data in wastewater treatment plant modelling.” Water Sci. Technol., 62(4), 743–750.
Preston, T. (2004). “The road to Karbala.” TDR/The Drama Rev., 48(1), 95–98.
Rinschede, G. (1992). “Forms of religious tourism.” Ann. Tour. Res., 19(1), 51–67.
Sajil Kumar, P. J., Davis Delson, P., Vernon, J. G., and James, E. J. (2013). “A linear regression model (LRM) for groundwater chemistry in and around the Vaniyambadi industrial area, Tamil Nadu, India.” Chin. J. Geochem., 32(1), 19–26.
Sajudeen, P. A., Jayachandran, K., and Ashiq, M. (2012). “Pilgrimage and depleting water quality: A preliminary study from River Pamba.” Ecol. Environ. Conserv., 18(4), 869–872.
Shackley, M. (2001). Managing sacred sites: Service provision and visitor experience, Continuum, London.
Sharpley, R., and Sundaram, P. (2005). “Tourism: A sacred journey? The case of ashram tourism, India.” Int. J. Tour. Res., 7(3), 161–171.
Shinde, K. N. (2007). “Pilgrimage and the environment: Challenges in a pilgrimage centre.” 〈https://www.academia.edu/987351/Pilgrimage_and_the_Environment_Challenges_in_a_Pilgrimage_Centre〉 (Dec. 11, 2015).
SPSS version 22.0 [Computer software]. IBM, New York.
Tu, T. V. (2010). “Status of some coastal areas related to climate change adaptation and sustainable development of Cuu Long River Delta.” MRD, Ho Chi Minh City, Vietnam.
UNICEF (United Nations Children’s Fund). (2010). “Extension of storm water and sewer network in select locations in Kerbala Governorate E3-13c.” 〈http://www.unicef.org/evaldatabase/index_67819.html〉 (Sep. 7, 2015).
UN (United Nations). (2005). “Millennium development goals report.” New York.
U.S. EPA (U.S. Environmental Protection Agency). (2016). “Storm water management model.” Washington, DC.
Wang, Y.-G., and Fu, L. (2011). “Rank regression analysis of correlated water quality data from South East Queensland.” Environ. Ecol. Stat., 18(4), 781–793.
Water Pollution Control Federation. (1968). Design and construction of sanitary and storm sewers (DCSSS), ASCE, New York.
World Weather Information Service. (2014). “Karbala.” 〈http://worldweather.wmo.int/en/city.html?cityId=1465〉 (Dec. 13, 2015).

Information & Authors

Information

Published In

Go to Journal of Environmental Engineering
Journal of Environmental Engineering
Volume 142Issue 12December 2016

History

Received: Sep 23, 2015
Accepted: Mar 28, 2016
Published online: Jul 14, 2016
Published in print: Dec 1, 2016
Discussion open until: Dec 14, 2016

Permissions

Request permissions for this article.

Authors

Affiliations

A. O. Hussein [email protected]
Postdoctoral Research Fellow, Faculty of Civil Engineering, Univ. Teknologi Malaysia (UTM), Skudai, 81310 Johor Bahru, Malaysia (corresponding author) E-mail: [email protected]
Associate Professor, Dept. of Hydraulics and Hydrology, Faculty of Civil Engineering, Univ. Teknologi Malaysia (UTM), Skudai, 81310 Johor Bahru, Malaysia. E-mail: [email protected]
K. N. Basim [email protected]
Dean, Engineering Faculty, Kerbala Univ., 56001 Karbala, Iraq. E-mail: [email protected]
S. Chelliapan [email protected]
Associate Professor, Razak School of Engineering and Advanced Technology, Univ. Teknologi Malaysia (UTM), 54100 Kuala Lumpur, Malaysia. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share