Spatial and temporal dynamics of pseudomonas sp. as a bio-indicator of aquatic health in the shatt al-abbasiyah river Iraq
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Abstract
This study examines the biological integrity of the Abbasiyah River ecosystem within the city of Najaf, Iraq, through the examination of the spatio-temporal growth of Pseudomonas sp. as a main sign of degradation of the aquatic environment. A multidisciplinary strategy was used to measure the density of microorganisms at twenty sampling locations in four hydrological periods in 2024 to test how anthropogenic and environmental factors influence the density of microorganisms. The high-precision Membrane Filtration technique was used to perform laboratory isolation on selective Cetrimide Agar with spatial distribution calculated in ArcGIS 10.8 using the Inverse Distance Weighting (IDW) interpolation. These findings indicate the existence of critical biological threshold overages in comparison with the Iraqi Standard (417/2009) and WHO (2017) guidelines. Statistical testing showed that there were major seasonal peaks, with the maximum mean concentration of 42.6 × 10³ cells/100ml observed during the Spring, which was equivalent to an increase of 130% compared to the lowest levels in Winter. The spatial mapping provided hotspots of high risks in sites S13, S18, and S14, in which the bacterial loads were always greater than 44 × 10³cells/100ml because of the closeness to untreated municipal outfalls. Results reveal that 40% of the area of study is affected by sewage discharge, whereas 35% of the variance of the microbes is catalyzed by thermal optimization and stagnation of water. These opportunistic pathogens represent a significant disturbance of the microbial equilibrium of the aquatic system and represent systemic threats to the well-being of the native fish and riparian communities. The study concludes that urgent ecological repair, such as built wetlands and controlled environmental flow, is necessary to reduce the biological stress and to recover the natural self-cleaning capacity of the river.
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Almudhafar, S.M., 2020. Spatial Variation of Biological Contamination of Soil from Najaf City. Indian Journal of Environmental Protection this link is disabled, 40(2), pp.192-196.
Cheng, C.T., Wu, Y.L., Hou, Y.T. and Cheng, T.J., 2024. Cellulose acetatecoated capacitive sensor for determining carbon-cycle enzyme activity and as a microbial Indicator for soil health. Science of The Total Environment, 948, p.174841.https://doi.org/10.1016/j.scitotenv.2024.174841
Dar, S.A. and Bhat, R.A., 2019. Aquaticpollution stress and role of biofilms as environment cleanup technology.
In Fresh water pollution dynamics and remediation (pp.293-318).Singapore: Springer Singapore. https://doi.org/10.1007/978-981-13-8277-2_16
Devarajan, N., Köhler, T., Sivalingam, P., van Delden, C., Mulaji, C.K., Mpiana, P.T., Ibelings, B.W. and
Poté, J., 2017. Antibiotic resistant Pseudomonas spp. in the aquatic environment: a prevalence study under tropical and temperate climate conditions. Water research, 115,pp.256-265.https://doi.org/10.1016/j.watres.2017.
02.058
Doychev, D., Davidova, R. and Taneva,L., 2025. Dairy plant raw sewage longitudinal influence on riverine
water quality, bottom invertebrates and the mass development of healththreatening microorganisms in agricultural river reach, NE Bulgaria. Carpathian Journal of Earth and Environmental Sciences, 20(1), pp.121-134.
https://doi.org/10.26471/cjees/2025/020/319
Erazo, N.G. and Bowman, J.S., 2021. Sensitivity of the mangrove-estuarinemicrobial community to aquaculture effluent. IScience, 24(3).https://doi.org/10.1016/j.isci.2021.10 2204
Falfushynska, H., Lewicka, K. and Rychter, P., 2024. Unveiling the Hydrochemical and Ecotoxicological Insights of Copper and Zinc: Impacts, Mechanisms, and Effective Remediation Approaches.Limnological Review, 24(4), pp.406-
436. https://doi.org/10.3390/limno lrev24040024
Frolova, S.G., Vatlin, A.A., Pospelova, I., Mitkin, N.A., Kulieva, G.A. and Pavshintsev, V.V., 2025. The Role of Danio rerio in Understanding Pollutant-Induced Gut Microbiome Dysbiosis in Aquatic Ecosystems. Toxics, 13(9), p.769. https://doi.org/10.3390/toxics13090769
Joos, L., Ommeslag, S., Baeyen, S.,Asselberg, W., Van Loo, K.,Clement, L., Debode, J.,Vandecasteele, B. and De Tender, C.,2025. Year-long, multiple-timepointfield studies show the importance ofspatiotemporal dynamics and microbial functions in agricultural soil microbiomes. Msystems, 10(7), pp.e00112-25. https://doi.org/10.1128/msystems.00112-25
Kumar, V., Chhetri, A., Dey, J.K. and Debnath, A., 2024. Microbial Indicators for Monitoring Pollution and Bioremediation. Microbes Based Approaches for the Management of Hazardous Contaminants, pp.390-396. https://doi.org/10.1002/9781119851158.ch25
Makk, J., Toumi, M., Krett, G., LangeEnyedi, N.T., Schachner-Groehs, I., Kirschner, A.K. and Tóth, E., 2024.
Temporal changes in the morphological and microbial diversity of biofilms on the surface of a submerged stone in the Danube River. Biologia Futura, 75(3), pp.261- 277. https://doi.org/10.1007/s42977-024-00228-0
Malik, S., Dhasmana, A., Preetam, S., Mishra, Y.K., Chaudhary, V., Bera, S.P., Ranjan, A., Bora, J., Kaushik, A., Minkina, T. and Jatav, H.S., 2022. Exploring microbial-based green nanobiotechnology for wastewater remediation: a sustainable strategy. Nanomaterials, 12(23), p.4187 https://doi.org/10.3390/nano12234187
Manzoor, M., Bhat, K.A., Khurshid, N., Yatoo, A.M., Zaheen, Z., Ali, S., Ali, M.N., Amin, I., Mir, M.U.R., Rashid, S.M. and Rehman, M.U., 2021. Bio-indicator species and their role in monitoring water pollution. In Freshwater pollution and aquatic ecosystems (pp. 321-347). Apple Academic Press.
Raoof, E.Y., Kheder, N.K. and Saeed, A.Y., 2016. Spatial-Temporal Variation in Algal Community in Freshwater Springs Inhabited by Aquatic Salamander Neurergus crocatus. Jordan Journal of Biological Sciences, 9(1), pp.53-61.
Sangwan, S., Kumar, M., Lamba, R., Singh, S., Kumari, A. and Wati, L.,2024. Bioindicators: Natural biotic sensors of environmental pollution and ecological disturbance. In Environmental Nexus Approach (pp.311-337). CRC Press.
Satti, S.M., Shah, A.A., Marsh, T.L. and Auras, R., 2018. Biodegradation of poly (lactic acid) in soil microcosms at ambient temperature: evaluation of natural attenuation, bioaugmentation and bio-stimulation. Journal of Polymers and the Environment, 26(9), pp.3848-3857. https://doi.org/10.1007/s10924-018-1264-x
Shokoohi, E., 2024. Interactions of freeliving nematodes and associated microorganisms with plant-parasitic
nematodes. In Sustainable Management of Nematodes in Agriculture, Vol. 2: Role of MicrobesAssisted Strategies (pp. 127-147).
Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-52557-5_5
Tahat, M. M., Alananbeh, K. M., Othman, Y. A. and Leskovar, D. I., 2020. Soil health and sustainable agriculture. Sustainability, 12(12), p.4859. https://doi.org/10.3390/su12124859
Yang, Y., Li, S., Gao, Y., Chen, Y. and Zhan, A., 2019. Environment-driven geographical distribution of bacterial communities and identification of indicator taxa in Songhua River. Ecological Indicators, 101, pp.62-70.https://doi.org/10.1016/j.ecolind.2018.12.047
Zhang, H., Wang, Y., Chen, S., Zhao, Z., Feng, J., Zhang, Z., ... & Jia, J. (2018). Water bacterial and fungal community compositions associated with urban lakes, Xi’an, China. International Journal of Environmental Research and Public Health, 15(3), 469. https://doi.org/10.3390/ijerph15030469