Assessment of Pollution Linked to Surface-Active Materials and Nutrients in Lotic Ecosystem
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The Tigris River is one of the main rivers and an important resource for the population of Iraq. The present study aimed to quantify the concentration of surface-active substances in the Tigris River and to investigate the dynamics of this ecosystem. Five sampling sites were selected along the river within Baghdad city (Al-Muthanna Bridge, Al-Greaat Bridge, Al-Sarrafia Bridge, Al-Jadriyah Bridge, and Al-Za'franiya Area) for the period from July 2020 to April 2021. The study examined the relationship between the concentrations of surface-active materials (surfactants, including anionic and nonionic types) and their potential interaction with nutrients—nitrate (NO₃⁻), phosphate (PO₄), and sulfate (SO₄²⁻)—as well as the influence of various physicochemical water parameters on surfactant concentrations. The results of the descriptive analysis of water parameters during the dry and wet seasons showed variations and elevated concentrations of some parameters beyond permissible limits, such as TDS, NO₃⁻, PO₄, SO₄²⁻, and DO. According to the OIP analysis, only Site 2 (Al-Greaat Bridge) was classified as polluted (Class-C4) during the wet season (6.58), while the other sites were categorized as slightly polluted (Class-C3) in both dry and wet seasons. Principal component analysis (PCA) indicated that PO₄, TDS, and NO₃⁻ were the most influential parameters and had a strong positive relationship with anionic surfactants. Regarding temporal variation, higher values of TDS, NO₃⁻, PO₄, SO₄²⁻, and DO were observed during the dry season. This reflects the impact of human activities (agriculture, industrial discharge, and sewage effluents) and natural processes (rainfall, evaporation, and biological activity) on the water quality of the Tigris River. Therefore, the Tigris River faces significant water quality challenges due to both anthropogenic and natural factors. Effective management strategies are essential to mitigate these impacts and protect the health of the river ecosystem and the communities that depend on it. The findings of this study align with Sustainable Development Goal (SDG) 6, which focuses on clean water and sanitation.
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[1] Al-Ansari, N., Ewaid, S. H., Chabuk, A., Abed, S. A., Salim, M. A., Laue, J., & Salih, R. M. (2024). Tigris River Water Quality Quantifying Using the Iraq Water Quality Index (IraqWQI) and Some Statistical Techniques. Engineering, 16(06), 149–166. doi:10.4236/eng.2024.166012.
[2] Al-Ani, R. R., Al Obaidy, A. M. J., & Hassan, F. M. (2019). Multivariate analysis for evaluation the water quality of Tigris River within Baghdad city in Iraq. Iraqi Journal of Agricultural Sciences, 50(1), 331–342. doi:10.36103/ijas.v50i1.299.
[3] Salman, J. M., & SauadAl-Shammary, A. A. (2020). Monitoring lotic ecosystem by the application of water quality index (CCMEWQI). Baghdad Science Journal, 17(1), 23–27. doi:10.21123/bsj.2020.17.1.0023.
[4] Ismail, M. M., El-Naggar, A. M., El-Gammal, M. I., & Hagras, A. E. (2021). Drinking water quality evaluation of hand pumping wells using water quality index and standard algal toxicity testing in Mansoura and Talkha cities, Egypt. Baghdad Science Journal, 18(4), 1181–1193. doi:10.21123/BSJ.2021.18.4.1181.
[5] Asaad, B. I., & Abed, B. S. (2020). Flow Characteristics of Tigris River Within Baghdad City During Drought. Journal of Engineering, 26(3), 77–92. doi:10.31026/j.eng.2020.03.07.
[6] Hassan, A. B., Hasan, M. B., Shaban, M. A. A., & Shadhar, M. H. (2025). Assessment of Water Quality in the Tigris River Through Baghdad Using the National Sanitation Foundation and Oregon Water Quality Indices. Civil and Environmental Engineering, 21(2), 757–764. doi:10.2478/cee-2025-0055.
[7] Gadzała-Kopciuch, R., Berecka, B., Bartoszewicz, J., & Buszewski, B. (2004). Some considerations about bioindicators in environmental monitoring. Polish Journal of Environmental Studies, 13(5), 453–462.
[8] Manning, A. J. (2020). River Deltas Research - Recent Advances: HR Wallingford. IntechOpen, London, United Kingdom. doi:10.5772/intechopen.78857.
[9] Olkowska, E., Ruman, M., & Polkowska, Z. (2014). Occurrence of surface-active agents in the environment. Journal of Analytical Methods in Chemistry, 2014. doi:10.1155/2014/769708.
[10] Kreisselmeier, A., & Dürbeck, H. W. (1997). Determination of alkylphenols, alkylphenolethoxylates and linear alkylbenezesulfonates in sediments by accelerated solvent extraction and supercritical fluid extraction. Journal of Chromatography A, 775(1–2), 187–196. doi:10.1016/S0021-9673(97)00279-3.
[11] Madsen, T., Boyd, H. B., Nylén, D., Pedersen, A. R., Petersen, G. I., & Simonsen, F. (2001). Environmental and health assessment of substances in household detergents and cosmetic detergent products. Ministry of Environment, Danish Environmental Protection Agency, Copenhagen, Denmark.
[12] Hassan, & Hameed. (2017). Detection of Detergents (Surfactants) in Tigris River- Baghdad/Iraq. International Journal of Environment & Water, 6(1), 16.
[13] Al-Ani, R. R., Hassan, F. M., & Al-Obaidy, A. H. M. J. (2019). Quantity and quality of surfactants in sediment of Tigris River, Baghdad, Iraq. Desalination and Water Treatment, 170, 168–175. doi:10.5004/dwt.2019.24679.
[14] Pielou, E. C. (1998). Fresh water. University of Chicago Press, Chicago, United States.
[15] Ying, G. G. (2006). Fate, behavior and effects of surfactants and their degradation products in the environment. Environment International, 32(3), 417–431. doi:10.1016/j.envint.2005.07.004.
[16] Lechuga, M., Fernández-Serrano, M., Jurado, E., Núñez-Olea, J., & Ríos, F. (2016). Acute toxicity of anionic and non-ionic surfactants to aquatic organisms. Ecotoxicology and Environmental Safety, 125, 1–8. doi:10.1016/j.ecoenv.2015.11.027.
[17] Ahmed, Z., Kandeel, E. M., Abdelmaksoud, H. F., Aboushousha, T., & Badr, E. E. (2023). In vivo evaluation the efficiency of nitazoxanide with cationic Gemini surfactant on Cryptosporidiosis. Baghdad Science Journal, 20(6), 2086–2105. doi:10.21123/bsj.2023.7960.
[18] U.S. Geological Survey. (2006). Nutrients in streams and rivers across the nation, 1992–2001. U.S. Geological Survey, Reston, United States. Available online: https://pubs.usgs.gov/sir/2006/5107/sir5107abs.html (accessed on March 2026).
[19] Hassan, F. M., Salman, J. M., & Al-Nasrawi, S. (2017). Community structure of benthic algae in a lotic ecosystem, Karbala Province-Iraq. Baghdad Science Journal, 14(4), 692–706. doi:10.21123/bsj.2017.14.4.0692.
[20] R. Al-Ani, R., M. Hassan, F., & Hameed M. Jawad Al-Obaidy, A. (2022). Environmental Evaluation of Surfactant: Case Study in Sediment of Tigris River, Iraq. River Deltas Research - Recent Advances: HR Wallingford, Oxfordshire, United Kingdom. doi:10.5772/intechopen.94324.
[21] Rizvi, H., Verma, J. S., & Ashish. (2021). Biosurfactants for oil pollution remediation. Springer Nature Singapore Pte Ltd., Singapore. doi:10.1007/978-981-15-6607-3_9.
[22] Saxena, N., Islam, M. M., Baliyan, S., & Sharma, D. (2023). A comprehensive review on removal of environmental pollutants using a surfactant based remediation process. RSC Sustainability, 1(9), 2148–2161. doi:10.1039/d2su00069e.
[23] Caesar, N. R., Yanuhar, U., Faqih, A. R., Anitasari, S., Ciptadi, G., Musa, M., Bisri, M., & Wardani, N. P. (2024). Correlation between Water Quality and Surfactant Pollution in the Porong River. BIO Web of Conferences, 117, 1010. doi:10.1051/bioconf/202411701010.
[24] Al-Ani, R. R., Hameed, A., Jawad, M., Obaidy, A., & Badri, R. M. (2014). Assessment of Water Quality in the Selected Sites on the Tigris River, Baghdad-Iraq. International Journal of Advanced Research, 2(5), 1125–1131.
[25] Ewaid, S. H., Abed, S. A., & Kadhum, S. A. (2018). Predicting the Tigris River water quality within Baghdad, Iraq by using water quality index and regression analysis. Environmental Technology & Innovation, 11, 390–398. doi:10.1016/j.eti.2018.06.013.
[26] Al-Musawi, T. J., Mohammed, I. A., & Atiea, H. M. (2017). Optimum efficiency of treatment plants discharging wastewater into river, case study: Tigris River within the Baghdad city in Iraq. MethodsX, 4, 445–456. doi:10.1016/j.mex.2017.10.009.
[27] Eichhorn, P., Rodrigues, S. V., Baumann, W., & Knepper, T. P. (2002). Incomplete degradation of linear alkylbenzene sulfonate surfactants in Brazilian surface waters and pursuit of their polar metabolites in drinking waters. Science of the Total Environment, 284(1–3), 123–134. doi:10.1016/S0048-9697(01)00873-7.
[28] Gordon, A. K., Muller, W. J., Gysman, N., Marshall, S. J., Sparham, C. J., O’Connor, S. M., & Whelan, M. J. (2009). Effect of laundry activities on in-stream concentrations of linear alkylbenzene sulfonate in a small rural South African river. Science of the Total Environment, 407(15), 4465–4471. doi:10.1016/j.scitotenv.2009.04.023.
[29] APHA & WEF. (2017). Standard methods for the examination of water and wastewater. American Public Health Association, American Water Works Association, & Water Environment Federation, Washington, United States.
[30] Hach Company. (2014). Operation manual BA75433E09 06/2014: photoLab® S12 analysis specifications for available test kits. Hach Company, Loveland, United States. Available online: https://www.hach.com/ (accessed on March 2026).
[31] Al-Rawi, A. S., & Al-Samarrai, Q. A. M. (1990). Applied climate (in Arabic). Ministry of Higher Education and Scientific Research / University of Baghdad, Baghdad, Iraq.
[32] Sargaonkar, A., & Deshpande, V. (2003). Development of an overall index of pollution for surface water based on a general classification scheme in Indian context. Environmental Monitoring and Assessment, 89(1), 43–67. doi:10.1023/A:1025886025137.
[33] Teixeira de Souza, A., Carneiro, L. A. T. X., da Silva Junior, O. P., de Carvalho, S. L., & Américo-Pinheiro, J. H. P. (2021). Assessment of water quality using principal component analysis: a case study of the Marrecas stream basin in Brazil. Environmental Technology (United Kingdom), 42(27), 4286–4295. doi:10.1080/09593330.2020.1754922.
[34] Warsito, B., Sumiyati, S., Yasin, H., & Faridah, H. (2021). Evaluation of river water quality by using hierarchical clustering analysis. IOP Conference Series: Earth and Environmental Science, 896(1), 012072. doi:10.1088/1755-1315/896/1/012072.
[35] Iraqi Official Gazette. (1967). Rivers maintaining system and general water protection from pollution (Law No. 25 of 1967). Ministry of Health, Government of Iraq, Baghdad, Iraq.
[36] U.S. Environmental Protection Agency. (1980). Turbidity: Water quality standards criteria summaries (A compilation of state/federal criteria). U.S. Environmental Protection Agency, Office of Water Regulations and Standards, Washington, United States.
[37] Bramblett, R. L., & Frossard, A. A. (2024). Evaluating the Extraction and Quantification of Marine Surfactants from Seawater through Solid Phase Extraction and Subsequent Colorimetric Analyses. ACS Es&t Water, 4(11), 4836–4846. doi:10.1021/acsestwater.4c00497.
[38] Moran, S. (2018). An Applied Guide to Water and Effluent Treatment Plant Design. Elsevier Inc., Amsterdam, Netherlands. doi:10.1016/C2016-0-01092-6.
[39] Tomar, K., & Shalu, S. (2025). Impact of agricultural practices on groundwater quality and quantity in Rajpura Block in Meerut District. International Journal of Engineering Science & Humanities, 15(2), 265–278.
[40] Chandler, D. G. (2006). Reversibility of forest conversion impacts on water budgets in tropical karst terrain. Forest Ecology and Management, 224(1–2), 95–103. doi:10.1016/j.foreco.2005.12.010.
[41] Haycock, N. E., & Pinay, G. (1993). Groundwater Nitrate Dynamics in Grass and Poplar Vegetated Riparian Buffer Strips during the Winter. Journal of Environmental Quality, 22(2), 273–278. doi:10.2134/jeq1993.00472425002200020007x.
[42] Giri, S., & Qiu, Z. (2016). Understanding the relationship of land uses and water quality in Twenty First Century: A review. Journal of Environmental Management, 173, 41–48. doi:10.1016/j.jenvman.2016.02.029.
[43] Palmer, M. A., Filoso, S., & Fanelli, R. M. (2014). From ecosystems to ecosystem services: Stream restoration as ecological engineering. Ecological Engineering, 65, 62–70. doi:10.1016/j.ecoleng.2013.07.059.
[44] Jiang, T., Wang, M., Zhang, W., Zhu, C., & Wang, F. (2024). A Comprehensive Analysis of Agricultural Non-Point Source Pollution in China: Current Status, Risk Assessment and Management Strategies. Sustainability (Switzerland), 16(6), 2515. doi:10.3390/su16062515.
[45] Ali, B. A., & Mishra, A. (2022). Effects of dissolved oxygen concentration on freshwater fish: A review. International Journal of Fisheries and Aquatic Studies, 10(4), 113–127. doi:10.22271/fish.2022.v10.i4b.2693.
[46] Kushwah, V. K., Singh, K. R., Gupta, N., Berwal, P., Alfaisal, F. M., Khan, M. A., Alam, S., & Qamar, O. (2023). Assessment of the Surface Water Quality of the Gomti River, India, Using Multivariate Statistical Methods. Water (Switzerland), 15(20), 3575. doi:10.3390/w15203575.
[47] Aljanabi, Z. Z., Jawad Al-Obaidy, A. H. M., & Hassan, F. M. (2023). A Novel Water Quality Index for Iraqi Surface Water. Baghdad Science Journal, 20(6 Suppl.), 2395–2413. doi:10.21123/bsj.2023.9348.
[48] Mohammed, M. K., Naji, M. S., Ameen, N. H., & Karkosh, H. N. (2021). Assessment of Water Quality for Tigris and Euphrates Water within Iraqi Borders. Journal of Physics: Conference Series, 1999(1), 012152. doi:10.1088/1742-6596/1999/1/012152.
[49] Jabar, S. S., & Hassan, F. M. (2022). Monitoring the Water Quality of Tigris River by Applied Overall Index of Pollution. IOP Conference Series: Earth and Environmental Science, 1088(1), 1–12. doi:10.1088/1755-1315/1088/1/012015.
[50] Aljanabi, Z. Z., Hassan, F. M., & Al-Obaidy, A. H. M. J. (2023). A multivariate approach and water quality index for evaluating the changes in water quality of Tigris River. AIP Conference Proceedings, 2820(050004), 1–12. doi:10.1063/5.0150758.
[51] Krishnan Kutty, S., Damodaran, P., Mathai, J., Mathew, M., Rani, A., Kumar Sharma, R., & Kesavan, M. (2025). Role of Hungry Water on Sediment Dynamics: Assessment of Valley Degradation, Bed Material Changes and Flood Inundation in Pamba River During Kerala Flood, 2018. Hydrology, 12(4), 79. doi:10.3390/hydrology12040079.
[52] Ali Abed, S., Hussein Ewaid, S., & Al-Ansari, N. (2019). Evaluation of Water quality in the Tigris River within Baghdad, Iraq using Multivariate Statistical Techniques. Journal of Physics: Conference Series, 1294(7), 072025. doi:10.1088/1742-6596/1294/7/072025.
[53] Aljanabi, Z. Z., Hassan, F. M., & Jawad Al-Obaidy, A. H. M. (2022). Heavy metals pollution profiles in Tigris River within Baghdad city. IOP Conference Series: Earth and Environmental Science, 1088(1), 012008. doi:10.1088/1755-1315/1088/1/012008.
[54] Dogan, E., Sengorur, B., & Koklu, R. (2009). Modeling biological oxygen demand of the Melen River in Turkey using an artificial neural network technique. Journal of Environmental Management, 90(2), 1229–1235. doi:10.1016/j.jenvman.2008.06.004.
[55] Namugize, J. N., & Jewitt, G. P. W. (2018). Sensitivity analysis for water quality monitoring frequency in the application of a water quality index for the uMngeni River and its tributaries, KwaZulu-Natal, South Africa. Water SA, 44(4), 516–527. doi:10.4314/wsa.v44i4.01.
[56] P Fernandes, A. C., R Fonseca, A., Pacheco, F. A. L., & Sanches Fernandes, L. F. (2023). Water quality predictions through linear regression - A brute force algorithm approach. MethodsX, 10(January), 102153. doi:10.1016/j.mex.2023.102153.
[57] Irawan, C., Ratmasari, A., Rizaldi, F., Nata, I. F., & Putra, M. D. (2020). Removal phospate-containing detergent wastewater by Mg-Al(NO3) layered double hydroxide. IOP Conference Series: Earth and Environmental Science, 524(1), 012007. doi:10.1088/1755-1315/524/1/012007.
[58] Verla, E. N., Verla, A. W., & Enyoh, C. E. (2020). Finding a relationship between physicochemical characteristics and ionic composition of River Nworie, Imo State, Nigeria. PeerJ Analytical Chemistry, 2, e5. doi:10.7717/peerj-achem.5.
[59] Zalfiatri, Y., Restuhadi, F., Pramana, A., Rossi, E., Rahmayuni, & Johanes, D. (2023). Development of microalgae and agrobost mutualism symbiotic technology in the aerobic treatment of sago refinery wastewater. IOP Conference Series: Earth and Environmental Science, 1160(1), 012074. doi:10.1088/1755-1315/1160/1/012074.
[60] Wu, Z., Zhang, T., Wang, B., Ji, P., Sheng, N., Zhang, M., Liang, Q., Chen, S., & Wang, H. (2021). Scalable bacterial cellulose biofilms with improved ion transport for high osmotic power generation. Nano Energy, 88, 106275. doi:10.1016/j.nanoen.2021.106275.
[61] Mousavi, S. A., & Khodadoost, F. (2019). Effects of detergents on natural ecosystems and wastewater treatment processes: a review. Environmental Science and Pollution Research, 26(26), 26439–26448. doi:10.1007/s11356-019-05802-x.
[62] Akhtar, N., Syakir Ishak, M. I., Bhawani, S. A., & Umar, K. (2021). Various natural and anthropogenic factors responsible for water quality degradation: A review. Water (Switzerland), 13(19), 1–35. doi:10.3390/w13192660.
[63] Enders, A., Hanley, K., Whitman, T., Joseph, S., & Lehmann, J. (2012). Characterization of biochars to evaluate recalcitrance and agronomic performance. Bioresource Technology, 114, 644–653. doi:10.1016/j.biortech.2012.03.022.
[64] Rebello, S., Asok, A. K., Mundayoor, S., & Jisha, M. S. (2013). Surfactants: chemistry, toxicity and remediation. Pollutant Diseases, Remediation and Recycling, 277-320. doi:10.1007/978-3-319-02387-8_5.
[65] Kulkarni, D., & Jaspal, D. (2025). Techniques for surfactant detection from wastewater: a review. International Journal of Environmental Analytical Chemistry, 105(5), 1115–1131. doi:10.1080/03067319.2023.2285372.
[66] Liu, Z., Hedayati, P., Sudhölter, E. J. R., Haaring, R., Shaik, A. R., & Kumar, N. (2020). Adsorption behavior of anionic surfactants to silica surfaces in the presence of calcium ion and polystyrene sulfonate. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 602. doi:10.1016/j.colsurfa.2020.125074.
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