Pollution

Pollution

Baseline Assessment of Stormwater Runoff Quality from Iraqi Oilfield Facilities in a Csa Climate Using Water Quality and Pollution Indices

Document Type : Original Research Paper

Author
Department of Geography, Faculty of Education, Koya University, Koya KOY44023, Kurdistan Region– F. R. Iraq
10.22059/poll.2026.414409.3333
Abstract
Stormwater runoff from oilfield facilities can transport suspended solids, organic matter, salts, hydrocarbons, and trace metals to receiving waters, yet baseline data are limited in the region. This study provides the first integrated assessment of stormwater quality at three Iraqi oilfield facilities; Central Waste Management Area (CWMA), Central Process Facility (CPF), and Tank Loading Station (TLS) in Shewashok Oilfield. The samples were collected during storm events in January and May 2018, then analysed for physicochemical properties, oxygen-demand indicators, major ions, nutrients, hydrocarbons, and dissolved metals, and compared with Iraqi standards. Water quality was further evaluated using the Water Quality Index (WQI), Heavy Metal Pollution Index (HMPI), and Pollution Load Index (PLI).
CWMA showed the highest and most persistent contamination, with repeated exceedances in COD (410–951 mg/L), chloride (6780 mg/L), sulphate (945–1120 mg/L), boron (2170–6460 µg/L), and fluoride (up to 2540 mg/L). CPF showed moderate impairment, including elevated BOD (93 mg/L), COD (103–191 mg/L), sulphate (460 mg/L), and high TSS (up to 3200 mg/L). In contrast, TLS remained largely compliant, with low COD (<6–32 mg/L), low TSS (14–35 mg/L), and only a minor aluminium exceedance.
WQI values (11.83–70.20) ranked sites as CWMA > CPF >> TLS, with deterioration from January to May at CWMA and CPF, while TLS remained stable. HMPI (0.015–1.083) and PLI (0.009–0.041) were low, indicating limited metal pollution. These findings establish a regional baseline and highlight the usefulness of combining threshold and index-based approaches for stormwater management in Csa climate environments.
Keywords
Subjects

Abdullah, K., Stenstrom, M., Suffet, I. M., Swamikannu, X., & Malloy, T. (2017). Regulating oil and gas facility stormwater discharge: An assessment of surface impoundments, spills, and permit compliance. Environmental Science & Policy, 76, 139–145. 
Ahirvar, B. P., Das, P., Srivastava, V., & Kumar, M. (2023). Perspectives of heavy metal pollution indices for soil, sediment, and water pollution evaluation: An insight. Total Environment Research Themes, 6, 100039. 
Akpor, O. B., & Muchie, B. (2011). Environmental and public health implications of wastewater quality. African Journal of Biotechnology, 10(13), 2379–2387.
Al Hassen, S. I., Al-Saad, H. T., & Al-Rubaiay, D. J. (2013). An analytical study on petroleum hydrocarbons contamination in the urban environment of Basra City, Southern Iraq. Journal of Petroleum Research and Studies, 4(2), 12–29. 
Al-Alossy, S. M., Mustafa, A., & Al-Somaydaii, J. (2022). Assessment of some water quality parameters in the storm sewer network at Ramadi City, Iraq. Environmental & Earth Sciences Research Journal, 9(4). 
Ali, H., Khan, E., & Ilahi, I. (2019). Environmental chemistry and ecotoxicology of hazardous heavy metals: Environmental persistence, toxicity, and bioaccumulation. Journal of Chemistry, 2019, 6730305. 
Alobaidy, A. H. M. J., Maulood, B. K., & Kadhem, A. J. (2010). Evaluating raw and treated water quality of Tigris River within Baghdad by index analysis. Journal of Water Resource and Protection, 2(7), 629–635. 
Al-Obaidy, A. H. M., Khalaf, S. M., & Hassan, F. M. (2022, September). Application of CCME index to assess the water quality of Tigris River within Baghdad city, Iraq. In IOP Conference Series: Earth and Environmental Science (Vol. 1088, No. 1, Article 012004). IOP Publishing. 
Awad, E. S., et al. (2022). Groundwater hydrogeochemical and quality appraisal for agriculture irrigation in greenbelt area, Iraq. Environments, 9(4), 43.
Banda, T. D., & Kumarasamy, M. V. (2020). Development of water quality indices (WQIs): A review. Polish Journal of Environmental Studies, 29(3). 
Bashir, I., Lone, F. A., Bhat, R. A., Mir, S. A., Dar, Z. A., & Dar, S. A. (2020). Concerns and threats of contamination on aquatic ecosystems. In Bioremediation and biotechnology: Sustainable approaches to pollution degradation (pp. 1–26). Springer.
Bilotta, G. S., & Brazier, R. E. (2008). Understanding the influence of suspended solids on water quality and aquatic biota. Water Research, 42(12), 2849–2861. 
Briffa, J., Sinagra, E., & Blundell, R. (2020). Heavy metal pollution in the environment and their toxicological effects on humans. Heliyon, 6(9), e04691. 
Brown, R. M., McClelland, N. I., Deininger, R. A., & Tozer, R. G. (1970). A water quality index—Do we dare? Water and Sewage Works, 117(10), 339–343.
Caeiro, S., Costa, M. H., Ramos, T. B., Fernandes, F., Silveira, N., Coimbra, A., Medeiros, G., & Painho, M. (2005). Assessing heavy metal contamination in Sado Estuary sediment: An index analysis approach. Ecological Indicators, 5(2), 151–169. 
Cañedo-Argüelles, M., Kefford, B. J., Piscart, C., Prat, N., Schäfer, R. B., & Schulz, C. J. (2013). Salinisation of rivers: An urgent ecological issue. Environmental Pollution, 173, 157–167.
Cunillera-Montcusí, D., Beklioğlu, M., Cañedo-Argüelles, M., Jeppesen, E., Ptacnik, R., Amorim, C. A., Arnott, S. E., Berger, S. A., Brucet, S., Dugan, H. A., & Gerhard, M. (2022). Freshwater salinisation: A research agenda for a saltier world. Trends in Ecology & Evolution, 37(5), 440–453 
Davies-Colley, R. J., & Smith, D. G. (2001). Turbidity, suspended sediment, and water clarity: A review. JAWRA Journal of the American Water Resources Association, 37(5), 1085–1101.
Davis, J. C. (1975). Minimal dissolved oxygen requirements of aquatic life in flowing fresh waters. Journal of the Fisheries Research Board of Canada, 32(12), 2295–2332.
Ewaid, S. H., Abed, S. A., Al-Ansari, N., & Salih, R. M. (2020). Development and evaluation of a water quality index for the Iraqi rivers. Hydrology, 7(3), 67.
Faraj, B. A., & Hamaamin, Y. A. (2023). Optimization of locations for bioswales stormwater management using BMP siting tool: Case study of Sulaymaniyah City–KRG–Iraq. Journal of Engineering, 29(1), 76–92. 
Gabr, M. E., El Shorbagy, A. M., & Faheem, H. B. (2023). Assessment of stormwater quality in the context of traffic congestion: A case study in Egypt. Sustainability, 15(18), 13927. 
Göbel, P., Dierkes, C., & Coldewey, W. G. (2007). Storm water runoff concentration matrix for urban areas. Journal of Contaminant Hydrology, 91(1–2), 26–42.
Goonetilleke, A., Thomas, E., Ginn, S., & Gilbert, D. (2005). Understanding the role of land use in urban stormwater quality management. Journal of Environmental Management, 74(1), 31–42.
Grmasha, R. A., Stenger-Kovács, C., Bedewy, B. A. H., Al-Sareji, O. J., Al-Juboori, R. A., Meiczinger, M., & Hashim, K. S. (2023). Ecological and human health risk assessment of polycyclic aromatic hydrocarbons (PAH) in Tigris River near the oil refineries in Iraq. Environmental Research, 227, 115791. 
Hamadamin, R. R., Omer, L. W., & Rasul, A. (2022). Experimental study of ambient air quality assessment during oil well drilling. Aerosol Science and Engineering, 6(3), 296–305. 
Hamadamin, R. R., Salih, M. Q., & Aziz, R. S. (2019). Environmental impacts of Shewashok oil field on sheep and cow meat using vital trace elements as contamination bioindicators. UHD Journal of Science and Technology, 3(1), 1–8. 
Hatt, B. E., Fletcher, T. D., & Deletic, A. (2009). Hydrologic and pollutant removal performance of stormwater biofiltration systems at the field scale. Journal of Hydrology, 365(3–4), 310–321.
Kamali Maskooni, E., Naseri-Rad, M., Berndtsson, R., & Nakagawa, K. (2020). Use of heavy metal content and modified water quality index to assess groundwater quality in a semiarid area. Water, 12(4), 1115. 
Khlaif, B. M., & Al Hassany, J. S. (2024). Water quality assessment using a novel Iraqi water quality index for Euphrates River between Karbala and Babylon provinces. Baghdad Science Journal. 
Kjelland, M. E., Woodley, C. M., Swannack, T. M., & Smith, D. L. (2015). A review of the potential effects of suspended sediment on fishes: Potential dredging-related physiological, behavioral, and transgenerational implications. Environment Systems and Decisions, 35(3), 334–350.
Kumar, S., Kou, R., Hill, H., Lempges, J., Qian, E., & Jayaram, V. (2023, June). In-situ water quality monitoring in oil and gas operations. In Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX (Vol. 12519, pp. 120–134). SPIE.
LeFevre, G. H., Paus, K. H., Natarajan, P., Gulliver, J. S., Novak, P. J., & Hozalski, R. M. (2015). Review of dissolved pollutants in urban storm water and their removal and fate in bioretention cells. Journal of Environmental Engineering, 141(1), 04014050.
Li, J., Luo, G., He, L., Xu, J., & Lyu, J. (2018). Analytical approaches for determining chemical oxygen demand in water bodies: A review. Critical Reviews in Analytical Chemistry, 48(1), 47–65.
Majd, G. S., & Hamaamin, Y. A. (2025). Physicochemical properties of highway stormwater runoff, Sulaymaniyah-Iraq. DOI: 10.13189/eer.2025.130404 
Maniquiz-Redillas, M., Robles, M. E., Cruz, G., Reyes, N. J., & Kim, L.-H. (2022). First flush stormwater runoff in urban catchments: A bibliometric and comprehensive review. Hydrology, 9(4), 63.
McGrane, S. J. (2016). Impacts of urbanisation on hydrological and water quality dynamics, and urban water management: A review. Hydrological Sciences Journal, 61(13), 2295–2311. 
Mohammed, S. A., Omar, T. J., & Hasan, A. H. (2023). Degradation of crude oil and pure hydrocarbon fractions by some wild bacterial and fungal species. arXiv.
Muslih, K. D., & Abbas, A. M. (2024). Climate of Iraq. In The geography of Iraq (pp. 19-47). Cham: Springer Nature Switzerland.
Nematollahi, M. J., et al. (2022). PAHs in soils around oil refineries; case study: Erbil and Kirkuk refineries, Iraq – A modelling approach. Journal of Environmental Health Science and Engineering, 20, 699–716.
Nielsen, D. L., Brock, M. A., Rees, G. N., & Baldwin, D. S. (2003). Effects of increasing salinity on freshwater ecosystems in Australia. Australian Journal of Botany, 51(6), 655–665.
Nile, B. K., Hassan, W. H., & Esmaeel, B. A. (2018, November). An evaluation of flood mitigation using a storm water management model (SWMM) in a residential area in Kerbala, Iraq. In IOP Conference Series: Materials Science and Engineering (Vol. 433, No. 1, Article 012001). IOP Publishing.
Nyieku, F. E., Kabutey, F. T., Kyei, S. K., Essandoh, H. M., Armah, F. A., & Awuah, E. (2024). Oilfield produced water and constructed wetlands technology: A comprehensive review. Water Reuse, 14(4), 481–509.
Oleiwi, A. S., & Al Dabbas, M. (2022). Assessment of contamination along the Tigris River from Tharthar Tigris Canal to Azizziyah, Middle of Iraq. Water, 14(8), 1194.
Olesen, J. E., Trnka, M., Kersebaum, K. C., Skjelvåg, A. O., Seguin, B., Peltonen-Sainio, P., Rossi, F., Kozyra, J., & Micale, F. (2011). Impacts and adaptation of European crop production systems to climate change. European Journal of Agronomy, 34(2), 96–112.
Potreck, A., & Tränckner, J. (2025). Stormwater pollution of non-urban areas—A review. Water, 17(11).
Prasad, B., & Bose, J. (2001). Evaluation of the heavy metal pollution index for surface and spring water near a limestone mining area of the lower Himalayas. Environmental Geology, 41(1), 183–188.
Qasim, M. J., Ameen, H. A., & Marouf, A. A. (2025). Heavy metals contamination assessment using pollution indices for spring water in Barwari Bala villages, Duhok, Kurdistan Region–Iraq. Environment and Natural Resources Journal, 23(4), 357–365.
Taebi, A., & Droste, R. L. (2004). First flush pollution load of urban stormwater runoff. Journal of Environmental Engineering and Science, 3(4), 301–309
Taher, A. M., & Saeed, I. O. (2022, October). Bioremediation of contaminated soil with crude oil using two different bacteria. In AIP Conference Proceedings (Vol. 2398, No. 1, Article 040027). AIP Publishing. 
Takaijudin, H. , Ab Ghani, A. and Zakaria, N. A. (2016). Challenges and developments of bioretention facilities in treating urban stormwater runoff; A review. Pollution, 2(4), 489-508. doi: 10.7508/pj.2016.04.010
Tchounwou, P. B., Yedjou, C. G., Patlolla, A. K., & Sutton, D. J. (2012). Heavy metal toxicity and the environment. In Molecular, clinical and environmental toxicology: Volume 3: Environmental toxicology (pp. 133–164). 
Tomlinson, D. L., Wilson, J. G., Harris, C. R., & Jeffrey, D. W. (1980). Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresuntersuchungen, 33(1), 566–575. 
Tyagi, S., Sharma, B., Singh, P., & Dobhal, R. (2013). Water quality assessment in terms of water quality index. American Journal of Water Resources, 1(3), 34–38. DOI:10.12691/ajwr-1-3-3 
United Nations Environment Programme. (2025). Water quality. Retrieved December 27, 2025, from https://www.unep.org/topics/fresh-water/water-quality Wiley Author Services
Vigiak, O., Grizzetti, B., Udias-Moinelo, A., Zanni, M., Dorati, C., Bouraoui, F., & Pistocchi, A. (2019). Predicting biochemical oxygen demand in European freshwater bodies. Science of the Total Environment, 666, 1089–1105. 
Vogel, J. R., & Moore, T. L. (2016). Urban stormwater characterization, control, and treatment. Water Environment Research, 88(10), 1918–1950.
Wadi, W. M., Nile, B. K., & Hassan, W. H. (2022, June). Climate change effect on the south Iraq stormwater network. In 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) (pp. 1–7). IEEE.
Wang, S., Ma, Y., Zhang, X., & Shen, Z. (2022). Transport and sources of nitrogen in stormwater runoff at the urban catchment scale. Science of the Total Environment, 806, 150281.
Wang, Y., Zhang, X., Liu, H., Gong, Y., Li, X., & Li, J. (2025). A comprehensive review of the status and removal of emerging contaminants in urban water bodies mediated by stormwater over the past 30 years. Water, Air, & Soil Pollution, 236(15), 1023. 
Yang, Y. Y., & Lusk, M. G. (2018). Nutrients in urban stormwater runoff: Current state of the science and potential mitigation options. Current Pollution Reports, 4(2), 112–127.
Ziajahromi, S., Lu, H.-C., Drapper, D., Hornbuckle, A., & Leusch, F. D. L. (2023). Microplastics and tire wear particles in urban stormwater: Abundance, characteristics, and potential mitigation strategies. Environmental Science & Technology, 57(34), 12829–12837.
Zivkovich, B. R., & Mays, D. C. (2018). Predicting nonpoint stormwater runoff quality from land use. PLOS ONE, 13(5), e0196782.