An Integrated Evaluation of Drinking Water Quality and Environmental Planning Implications Using WQI and Exceedance Analysis: Al-Doura Water Treatment Plant, Baghdad

Main Article Content

Hala Ali Meer Hussein
Eman J. Younos
Nuralhuda Aladdin Jasim
Ahmed Adel Naji

Abstract

The quality of drinking water is of critical importance to the health of people, especially in river-based supply systems facing the growing environmental uncertainty. Nevertheless, most of the tests are based on coarse indices like the Water Quality Index (WQI) that might fail to capture short-term surpluses and incidental degradation. This paper will provide a combined assessment of drinking water quality in the Al-Doura Water Treatment Plant, Baghdad, Iraq, which receives a direct supply of raw water from the Tigris River. WQI was used to test monthly monitoring parameters of physicochemical key parameters in raw and treated water under mean- and maximum-based exceedance analysis in relation to the World Health Organization standards from January to December 2024. The WQI of treated water (mean = 61.31) is moderate. Mean-based exceedance analysis proves that in the case of average operating conditions, all analyzed parameters are generally compliant with the guideline values. However, extreme turbidity changes in raw water have been described as one of the consistent operational stressors. The maximum-based exceedance analysis further revealed that calcium levels in treated water exceeded the WHO permissible limit by up to 28%, highlighting short-term risks and treatment constraints that remain hidden within aggregated indices, a phenomenon known as the eclipsing effect. By exposing these masked exceedances, the maximum-based approach offers a more reliable early-warning tool than WQI alone for safeguarding public health in river-dependent supply systems.

Downloads

Download data is not yet available.

Article Details

Section

Articles

How to Cite

“An Integrated Evaluation of Drinking Water Quality and Environmental Planning Implications Using WQI and Exceedance Analysis: Al-Doura Water Treatment Plant, Baghdad” (2026) Journal of Engineering, 32(8), pp. 87–111. doi:10.31026/j.eng.2026.08.05.

References

Abdullah, B.K., Al-Juboory, Y.H.O. and Shakir, R.J., 2024. Physical and chemical analysis of water quality at Al-Dur Water Treatment Plant. Journal of Primeasia, 5(1), pp. 1–9. https://doi.org/10.25163/primeasia.519766

Al-Janabi, Z.Z., Hassan, F.M. and Al-Obaidy, A.H.M.J., 2024. Overall index of pollution (OIP) for Tigris River, Baghdad City, Iraq. The Iraqi Journal of Agricultural Sciences, 55(2), pp. 905–916. https://doi.org/10.36103/gqq14f43

Al-Mayah, W.T., Al-Heety, E.A.M.S., Al-Tmemy, W.B., Al-Fanharawi, A.A., Karim, Y.R. and Khuraywit, A.S., 2022. Evaluation of efficiency of water treatment plants in Baghdad City using comprehensive pollution and water quality indices. AIP Conference Proceedings, 2398(1), Article 040053. https://doi.org/10.1063/5.0093956

Al-Mousawey, H.J. and Abed, B.S., 2023. Water quality assessment of Al-Najaf City potable water network. Journal of Engineering, 29(4), pp. 14–29. https://doi.org/10.31026/j.eng.2023.04.02

Al-Rikabi, W.J. and Abed, B.S., 2021. Improvement of the hydrodynamic behavior and water quality assessment of Al-Chibayish Marshes, Iraq. Journal of Engineering, 27(12), pp. 50–68. https://doi.org/10.31026/j.eng.2021.12.05

Alobaidy, A.H.M.J., Abid, H.S. and Maulood, B.K., 2010. Application of water quality index for assessment of Dokan Lake ecosystem, Kurdistan Region, Iraq. Journal of Water Resource and Protection, 2(9), pp. 792–798. https://doi.org/10.4236/jwarp.2010.29093

Álvarez, A.L. and Müller-Eie, D., 2017. Quality of urban life and its relationship to spatial conditions. WIT Transactions on Ecology and the Environment, 223, pp. 285–296. https://doi.org/10.2495/SC170251

Alver, A., 2019. Evaluation of conventional drinking water treatment plant efficiency according to water quality index and health risk assessment. Environmental Science and Pollution Research, 26(26), pp. 27225–27238. https://doi.org/10.1007/s11356-019-05801-y

Alwaeli, J.M., Ali, S.K. and Mohammed, A.H., 2021. Using Geographic Information Systems (GIS) program and Water Quality Index (WQI) to assess and manage groundwater quality in the city of Baghdad. Journal of Engineering, 27(3), pp. 93–112. https://doi.org/10.31026/j.eng.2021.03.07

American Public Health Association (APHA), 2017. Standard Methods for the Examination of Water and Wastewater. 23rd ed. Washington, DC: American Public Health Association.

Antwi, S.H., Rolston, A., Linnane, S. and Getty, D., 2022. Communicating water availability to improve awareness and implementation of water conservation: A study of the 2018 and 2020 drought events in the Republic of Ireland. Science of the Total Environment, 807, Article 150865. https://doi.org/10.1016/j.scitotenv.2021.150865

Banda, T.D. and Kumarasamy, M.V., 2020. Development of water quality indices (WQIs): A review. Polish Journal of Environmental Studies, 29(3), pp. 2011–2021. https://doi.org/10.15244/pjoes/110526

Beom, J., Jeung, M., Choi, W., Her, Y. and Yoon, K., 2021. Characteristics of chloride loading from urban and agricultural watersheds during storm and non-storm periods. Water Supply, 21(4), pp. 1567–1579. https://doi.org/10.2166/ws.2020.343

Biswas, T.K. and Mosley, L.M., 2019. From mountain ranges to sweeping plains, in droughts and flooding rains: River Murray water quality over the last four decades. Water Resources Management, 33, pp. 1087–1101. https://doi.org/10.1007/s11269-018-2168-1

Burile, A.N. and Nagarnaik, P.B., 2010. Performance evaluation of a water treatment plant: A case study. In: Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, pp. 57–60. https://doi.org/10.1109/ICETET.2010.89

Cormick, G., Gibbons, L. and Belizán, J.M., 2022. Impact of water fortification with calcium on calcium intake in different countries: A simulation study. Public Health Nutrition, 25(2), pp. 344–357. https://doi.org/10.1017/S1368980020002232

Ewaid, S.H., Abed, S.A., Al-Ansari, N. and Salih, R.M., 2020. Development and evaluation of a water quality index for the Iraqi rivers. Hydrology, 7(3), Article 67. https://doi.org/10.3390/hydrology7030067

Fortes, A.C.C., Barrocas, P.R.G. and Kligerman, D.C., 2023. Water quality indices: Construction, potential, and limitations. Ecological Indicators, 157, Article 111187. https://doi.org/10.1016/j.ecolind.2023.111187

Gao, Z., Huang, T., Chen, J., Tian, H., Tan, M., Niu, Y. and Lou, K., 2025. Comprehensive hydrochemical analysis, controlling mechanisms, and water quality assessment of surface and groundwater in a typical intensive agricultural area, Northern China. Water, 17(2), Article 276. https://doi.org/10.3390/w17020276

Güneş Şen, S., 2025. From indices to algorithms: A hybrid framework of water quality assessment using WQI and machine learning under WHO and FAO standards. Water, 17(21), Article 3050. https://doi.org/10.3390/w17213050

Henry, T., 2013. Carroll Township’s scare with toxin a “wake-up call”: Water plant shut over lethal microcystin from algae. Toledo Blade, 15 September 2013.

Imen, S., Chang, N.-B., Yang, Y.J. and Golchubian, A., 2018. Developing a model-based drinking water decision support system featuring remote sensing and fast learning techniques. IEEE Systems Journal, 12(2), pp. 1358–1368. https://doi.org/10.1109/JSYST.2016.2538082

Kansas Department of Health and Environment (KDHE), 2011. Water Quality Standards White Paper: Chlorophyll-a Criteria for Public Water Supply Lakes or Reservoirs. Topeka, Kansas: Bureau of Water.

Khudair, B.H., 2013. Assessment of water quality index and water suitability of the Tigris River for drinking water within Baghdad City, Iraq. Journal of Engineering, 19(6), pp. 764–773. https://doi.org/10.31026/j.eng.2013.06.08

Manier, D.J. and O’Donnell, M.S., 2018. Compilation and Assessment of Resource Values and Hazards to Inform Transportation Planning and Associated Land-Use Planning. Scientific Investigations Report 2018-5039. U.S. Geological

Survey. https://doi.org/10.3133/sir20185039

Mogane, L.K., Masebe, T., Msagati, T.A.M. and Ncube, E., 2023. A comprehensive review of water quality indices for lotic and lentic ecosystems. Environmental Monitoring and Assessment, 195, Article 926. https://doi.org/10.1007/s10661-023-11512-2

Parvez, S., Frost, K. and Sundararajan, M., 2017. Evaluation of drinking water disinfectant byproducts compliance data as an indirect measure for short-term exposure in humans. International Journal of Environmental Research and Public Health, 14(5), Article 548. https://doi.org/10.3390/ijerph14050548

Păun, I., Cruceru, L.V., Chiriac, F.L., Niculescu, M., Vasile, G.G. and Marin, N.M., 2016. Water quality indices: Methods for evaluating the quality of drinking water. In: Proceedings of the 19th INCD ECOIND International Symposium—SIMI 2016: The Environment and the Industry, pp. 395–402. National Research and Development Institute for Industrial

Ecology. https://doi.org/10.21698/simi.2016.0055

Raheem, H.M. and Al-Juhaishi, M.R., 2024. Assessment of raw and produced water quality at Al-Doura Water Treatment Plant. IOP Conference Series: Earth and Environmental Science, 1374(1), Article 012070. https://doi.org/10.1088/1755-1315/1374/1/012070

Shakeri, N., Asgari, G., Khotanlou, H. and Khazaei, M., 2021. Prediction of the optimal dosage of coagulants in water treatment plants through developing models based on artificial neural network fuzzy inference system (ANFIS). Journal of Environmental Health Science and Engineering, 19(2), pp. 1543–1553. https://doi.org/10.1007/s40201-021-

00710-0

Sutadian, A.D., Muttil, N., Yilmaz, A.G. and Perera, B.J., 2016. Development of river water quality indices: A review. Environmental Monitoring and Assessment, 188(1), Article 58. https://doi.org/10.1007/s10661-015-5050-0

Uddin, M.G., Nash, S. and Olbert, A.I., 2021. A review of water quality index models for surface water assessment. Ecological Indicators, 122, Article 107218. https://doi.org/10.1016/j.ecolind.2020.107218

Vogelmann, E.S., Prevedello, J. and Tiruneh, G.A., 2026. Assessing policies and guidelines for drinking water quality. Discover Applied Sciences, 8, Article 332. https://doi.org/10.1007/s42452-026-08413-7

World Health Organization (WHO), 2022. Guidelines for Drinking-Water Quality: Fourth Edition Incorporating the First and Second Addenda. Geneva: World Health Organization.

Xu, Y., Jin, Z., Zhang, F., Gou, L.-F., Li, C., Wang, J., Jin, C. and Deng, L., 2024. Intensified carbonate weathering during storm events in a highly erosion-prone river catchment. Journal of Hydrology, 642, Article 131860. https://doi.org/10.1016/j.jhydrol.2024.131860

Yan, M., Wang, D., Yu, J., Ni, J., Edwards, M. and Qu, J., 2008. Enhanced coagulation with polyaluminum chlorides: Role of pH/alkalinity and speciation. Chemosphere, 71(9), pp. 1665–1673. https://doi.org/10.1016/j.chemosphere.2008.01.019

Similar Articles

You may also start an advanced similarity search for this article.