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Evaluation of the Water Quality of the Ilke Stream According to Biotic Indices Based on Benthic Macroinvertebrates (West Anatolia, Turkey)

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Abstract

Benthic macroinvertebrates can provide an integrated picture of environmental changes. Health of freshwaters can be assessed based on measured changes in the ecological structure of benthic macroinvertebrates. During the study period, 33 taxa were determined in Ilke Stream. As a result of principle component analysis (PCA), mainly nine components (T °C, EC, TDS, BOD5, NH4–N, NO2–N, NO3–N, PO4–P and CI) account for 92% of the total variance among the water quality parameters. As a result of the UPGMA analysis, the highest similarity value was observed between the 1th and 2nd sampling points. SI, BMWP, ASPT and BBI indices were more proper than FBI index to determine the water quality of Ilke Stream. The results indicate that these indices should be adapted based on the ecological, geomorphological and environmental features of the regions.

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REFERENCES

  1. Akay, E. and Dalkıran, N., Assessing biological water quality of Yalakdere stream (Yalova, Turkey) with benthic macroinvertebrate-based metrics, Biologia, 2019, vol. 75, no. 9, pp. 1347–1363.

    Article  Google Scholar 

  2. American Public Health Association (APHA), Method 2130- Turbidity, standard methods for the examination of water and wastewater, in American Public Health Association, American Water Works Association, and Water Environment Federation, Washington D.C., 1998.

  3. AQEM Consortium, The AQEM sampling method to be applied in STAR, 2002, Chapters 7–8.

  4. Arslan, N., Salur, A., Kalyoncu, H., Mercan, D., Barışık, B., and Odabaşı, D.A., The use of BMWP and ASPT indices for evaluation of water quality according to macroinvertebrates in Küçük Menderes River (Turkey), Biologia, 2016, vol. 71, no. 1, pp. 49–57.

    Article  Google Scholar 

  5. Atique, U., Lim, B., Yoon, J., and Kwang-Guk, A., Biological health assessments of lotic waters by biotic integrity indices and their relations to water chemistry, Water, 2019, vol. 11, no. 3, art. ID 436.

    Article  Google Scholar 

  6. Bedoya, D., Novotny, V., and Manolakos, E.S., Instream and offstream environmental conditions and stream biotic integrity: Importance of scale and site similarities for learning and prediction, Ecol. Modell., 2009, vol. 220, no. 19, pp. 2393–2406.

    Article  Google Scholar 

  7. Birk, S., Bonne, W., Borja, A., Brucet, S., Courrat, A., Poikane, S., Solimini, A., van de Bund, W., Zampoukas, N., and Hering, D., Three hundred ways to assess Europe’s surface waters: An almost complete overview of biological methods to implement the Water Framework Directive, Ecol. Indic., 2012, vol. 18, pp. 31–41.

    Article  Google Scholar 

  8. Bremond, R. and Vuichard, R., Parameters de la Qualite des Eaux: Ministere de la Protection de la Nature et de Environnement, Documentation, Paris, 1973.

    Google Scholar 

  9. Chang, F.H., Lawrence, J.E., Rios-Touma, B., and Resh, V.H., Tolerance values of benthic macroinvertebrates for stream biomonitoring: assessment of assumptions underlying scoring systems worldwide, Environ. Monit. Assess., 2014, vol. 186, pp. 2135–2149.

    Article  CAS  PubMed  Google Scholar 

  10. Custodio, M. and Penaloza, R., Influence of water quality on the variation patterns of the communities of benthic macroinvertebrates in the lakes of the central highlands of Peru, Open J. Mar. Sci., 2019, vol. 9, no. 1, pp. 1–17.

    CAS  Google Scholar 

  11. Duran, M. and Akyildiz, G.K., Evaluating benthic macroinvertebrate fauna and water quality of Suleymanli Lake (Buldan-Denizli) in Turkey, Acta Zool. Bulg., 2011, vol. 63, no. 2, pp. 169–178.

    Google Scholar 

  12. EPA, Volunteer Stream Monitoring: A Methods Manual, United States Environmental Protection Agency, 1997.

    Google Scholar 

  13. Ertaş, A. and Yorulmaz, B., Assessing water quality in the Kelebek Stream branch (Gediz River Basin, West Anatolia of Turkey) using physicochemical and macroinvertebrate-based indices, Aquat. Res., 2021, vol. 4, no. 3, pp. 260–278.

    Article  Google Scholar 

  14. Ertaş, A., Boz, T., and Tüney-Kızılkaya, İ., Comparative analysis of benthic macroinvertebrate-based biotic and diversity indices used to evaluate the water quality of Kozluoluk Stream (West Anatolia of Turkey), Community Ecol., 2021, vol. 22, pp. 381–390.

    Article  Google Scholar 

  15. Ertaş, A., Tüney-Kızılkaya, İ., and Yorulmaz, B., Determination of diversity and species composition of the benthic macroinvertebrates in Sangı stream (Izmir, Turkey), J. Wildl. Biodiversity, 2020, vol. 4, pp. 19–30.

    Google Scholar 

  16. Ertaş, A., Yorulmaz, B., and Sukatar, A., Comparative analysis of biotic indices for assessment of water quality of Balaban Stream in West Anatolia, Turkey, Biologia, 2022, vol. 77, pp. 721–730.

    Article  Google Scholar 

  17. Girgin, S., and Kazancı, N., Ankara Çayı'nda su kalitesinin fiziko – kimyasal ve biyolojik yöntemlerle belirlenmesi, in Türkiye İç Suları Araştırmaları Dizisi, Kazancı, I.N., Ed., Ankara: Özyurt Press, 1994.

    Google Scholar 

  18. Graf, W., Grasser, U., and Waringer, J., Trichoptera, in Fauna Aquatica Austriaca-A Comprehensive Species Inventory of Austrian Aquatic Organisms with Ecological Notes, Moog, O., Ed., Wasserwirtschaftskataster Vienna: Federal Ministry for Agriculture and Forestry, 1995.

  19. Gültekin, Z., Aydın, R., and Winkelmann, C., Macroinvertebrate composition in the metarhithral zones of the Munzur and Pülümür rivers: a preliminary study, Turk. J. Zool., 2017, vol. 41, pp. 1100–1104.

    Article  Google Scholar 

  20. Helson, J. and Williams, D., Development of a macroinvertebrate multimetric index for the assessment of low-land streams in the neotropics, Ecol. Indic., 2013, vol. 29, pp. 167–178.

    Article  Google Scholar 

  21. Hering, D., Johnson, R.K., Kramm, S., Schmutz, S., Szoszkiewicz, K., and Verdonschot, P.F., Assessment of European streams with diatoms, macrophytes, macroinvertebrates and fish: a comparative metric-based analysis of organism response to stress, Freshwater Biol., 2006, vol. 51, no. 9, pp. 1757–1785.

    Article  Google Scholar 

  22. Huang, Q., Gao, J., Cai, Y., Yin, H., Gao, Y., Zhao, J., Liu, L., and Huang, J., Development and application of benthic macroinvertebrate-based multimetric indices for the assessment of streams and rivers in the evaluate ecological quality of French wadeable streams fulfilling the WFD demands: A taxonomical and trait approach, Ecol. Indic., 2015, vol. 18, pp. 452–467.

    Google Scholar 

  23. Kalyoncu, H. and Zeybek, M., An application of different biotic and diversity indices for assessing water quality: A case study in the Rivers Çukurca and Isparta (Turkey), Afr. J. Agric. Res., 2011, vol. 6, no. 1, pp. 19–27.

    Google Scholar 

  24. Kalyoncu, H., Yorulmaz, B., Barlas, M., Yıldırım, M.Z., and Zeybek, M., Water quality of Aksu stream and effect of physicochemical parameters on the macroinvertebrate diversity, Sci. Eng. J. Fırat Univ., 2008, vol. 20, no. 1, pp. 23–33.

    Google Scholar 

  25. Kantzaris, V., Iliopoulou- Georgudaki, J., Katharios, P., and Kaspiris, P., A comparison of several biotic indices used for water quality assessment at the Greek Rivers, Fresenius Environ. Bull., 2002, vol. 11, no. 11, pp. 1000–1007.

    CAS  Google Scholar 

  26. Kazancı, N. and Girgin, S., Physico-chemical and biological characteristics of thermal springs in Köyceǧiz and Dalaman basins in south-western Turkey and recommendations for their protection, Water Sci. Technol., 2001, vol. 43, no. 5, pp. 211–221.

    Article  PubMed  Google Scholar 

  27. Kazancı, N., Ekingen, P., Türkmen, G., Ertunç, Ö., Dügel, M., and Gültutan, Y., Assesment of ecological quality of Aksu Stream (Giresun, Turkey) in Eastern Black Sea Region by using Water Framework Directive (WFD) methods based on benthic macroinvertebrates, Rev. Hydrobiol., 2010, vol. 3, no. 2, pp. 165–184.

    Google Scholar 

  28. Kazanci, N., Türkmen, G., Basören, Ö., and Ekingen, P., TR-BMWP (Turkish-BMWP) biotic index, Rev. Hydrobiol., 2016, vol. 9, no. 2, pp. 147–151.

    Google Scholar 

  29. Kazi, T.G., Arain, M.B., Jamali, M.K., Jalbani, N., Afridi, H.I., Sarfraz, R.A., Baig, J.A., and Shah, A.Q., Assessment of water quality of polluted lake using multivariate statistical techniques: A case study, Ecotoxicol. Environ. Saf., 2009, vol. 72, pp. 301–309.

    Article  CAS  PubMed  Google Scholar 

  30. Keck, F., Vasselon, V., Tapolczai, K., Rimet, F., and Bouchez, A., Freshwater biomonitoring in the Information Age, Front. Ecol. Environ., 2017, vol. 15, no. 5, pp. 266–274.

    Article  Google Scholar 

  31. Klee, O., Angewandte Hydrobiologie, Stuttgart: Theieme, 1991.

    Google Scholar 

  32. Kocataş, A., Ecology and Environmental Biology, Izmir: Ege Univ. Fac. Sci., 2008.

    Google Scholar 

  33. Korycińska, M. and Królak, E., The use of various biotic indices for evaluation of water quality in the lowland rivers of Poland (exemplified by the Liwiec River), Pol. J. Environ. Stud., 2006, vol. 15, no. 3, pp. 419–428.

    Google Scholar 

  34. Koşalşahin, S. and Zeybek, M., Diversity and species composition of the macrobenthic invertebrates in Sürgü Stream (Malatya, Turkey), Mehmet Akif Ersoy Univ. Fen Bilim. Enst. Derg., 2019, vol. 10, no. 1, pp. 60–67.

  35. Moisan, J. and Pelletier, L., Guide de Surveillance Biologique Basée sur les Macroinvertébrés Benthiques d’eau Douce du Québec-Cours d’eau peu Profonde à Substrat Grossier, Direction de Suivi de l’Etat de l’Environnement, Ministère du Développement Durable de l’Environnement et des Parcs, 2008.

    Google Scholar 

  36. Moss, D., Furse, M.T., Wright, J.F., and Armitage, P.D., The prediction of the macro-invertebrate fauna of unpolluted running-water sites in Great Britain using environmental data, Freshwater Biol., 1987, vol. 17, no. 1, pp. 41–52.

    Article  Google Scholar 

  37. Najar, I.A., and Khan, A.B., Assessment of water quality and identification of pollution sources of three lakes in Kashmir, India, using multivariate analysis, Environ. Earth Sci., 2012, vol. 66, pp. 2367–2378.

    Article  CAS  Google Scholar 

  38. Nikolsky, G.V., The Ecology of Fishes, London: Academic Press, 1963.

    Google Scholar 

  39. Ode, P.R., Rehn, A.C., and May, J.T., A quantitative tool for assessing the integrity of southern coastal California streams, Environ. Manage., 2005, vol. 35, pp. 493–504.

    Article  PubMed  Google Scholar 

  40. Ogleni, N. and Topal, B., Water quality assessment of the Mudurnu River (Turkey) using biotic indices, Water Resour. Manage., 2011, vol. 25, art. ID 2487.

    Article  Google Scholar 

  41. Oliveira, R.B.S., Baptista, D.F., Mugnai, R., Castro, C.M., and Hughes, R.M., Towards rapid bioassessment of wadeable streams in Brazil: Development of the Guapiaçu-Macau Multimetric Index (GMMI) based on benthic macroinvertebrates, Ecol. Indic., 2011, vol. 11, pp. 1584–1593.

    Article  Google Scholar 

  42. Özbek, M., Taşdemir, A., Cil, E.A., Sömek, H., and Yıldız, S., Assessing the trophic level of a Mediterranean Stream (Nif Stream, İzmir) using benthic macro-invertebrates and environmental variables, Turk. J. Fish. Aquat. Sci., 2018, vol. 19, no. 3, pp. 179–190.

    Google Scholar 

  43. Plafkin, J.L., Barbour, K.D., Gross, S.K., and Hughes, R.M., Rapid Bioassesment Protocols for Use in Streams and Rivers: Benthic Macroinvertebrates and Fish, Washington: U.S. Environ. Prot. Agency, 1989.

    Google Scholar 

  44. Qadri, R. and Faiq, M.A., Freshwater Pollution: Effects on aquatic life and human health, in Fresh Water Pollution Dynamics and Remediation, Qadri, H., Bhat, R., Mehmood, M., and Dar, G., Eds., Singapore: Springer-Verlag, 2020.

    Book  Google Scholar 

  45. Rashid, R. and Pandit, A.K., Macroinvertebrates (oligochaetes) as indicators of pollution: A review, J. Ecol. Nat. Environ., 2014, vol. 6, no. 4, pp. 140–144.

    Article  Google Scholar 

  46. Sanders, T.G., Ward, R.C., Loftis, J.C., Steele, T.D., Adrian, D.D., and Yevjevich, V., Design of Networks for Monitoring Water Quality, Littleton: Water Resour. Publ., 1983.

    Google Scholar 

  47. Şenol, M., Gül, T., Atış, E., and Salalı, H.E., The Role of agriculture to prevent the water pollution in Gediz Basin, XII National Agricultural Economics Congress, Isparta, 2016.

  48. Shrestha, S. and Kazama, F., Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan, Environ. Model. Software, 2007, vol. 22, no. 4, pp. 464–475.

    Article  Google Scholar 

  49. Somerfield, P.J., Identification of the Bray-Curtis similarity index: Comment on Yoshioka (2008), Mar. Ecol.: Prog. Ser., 2008, vol. 372, pp. 303–306.

    Article  Google Scholar 

  50. Sukatar, A., Ertaş, A., Gülle, İ., and Tuney Kızılkaya, İ., Trophic state assessment of brackish Bafa Lake (Turkey) based on community structure of zooplankton, J. Limnol. Freshwater Fish. Res., 2020, vol. 6, no. 2, pp. 88–99.

    Article  Google Scholar 

  51. Tanyolaç, J., Limnology (in Turkish), Ankara: Hatipoğlu Press, 2004.

    Google Scholar 

  52. Tirsch, F.S. and Male, J.W., River basin water quality monitoring network design: Options for researching water quality goals, Proc. 20th Annu. Conf. American Water Resources Associations, Schad, T.M., Ed., AWRA, 1984, pp. 149–156.

  53. Ward, R.C., and Loftis, J.C., Establishing statistical design criteria for water quality monitoring systems: Review and synthesis, Water Resour. Bull., 1986, vol. 22, no. 5, pp. 759–767.

    Article  Google Scholar 

  54. Water Framework Directive (WFD), Directive 2000/60/EC of the European Parliament and of the Council establishing a framework for community action in the field of water policy, PE-CONS 3639/1/00 REV 1 EN, 2000.

  55. Wetzel, R.G., Limnology Lake and Reservoir Ecosystems, San Diego: Academic Press, 2001.

    Google Scholar 

  56. Yorulmaz, B. and Ertaş, A., Water quality assessment of Selendi Stream and comparative performance of the indices based on benthic macroinvertebrates and physicochemical parameters, Biologia, 2021, vol. 76, pp. 2599–2607.

    Article  CAS  Google Scholar 

  57. Yorulmaz, B., Sukatar, A., and Barlas, M., Comparative analysis of biotic indices for evaluation of water quality of Esen river in South-West Anatolia, Turkey, Fresenius Environ. Bull., 2015, vol. 24, no. 1, pp. 188–194.

    Google Scholar 

  58. Yoshioka, P.M., Misidentification of the Bray-Curtis similarity index, Mar. Ecol.: Prog. Ser., 2008, vol. 368, pp. 309–310.

    Article  Google Scholar 

  59. Zeybek, M., Macroinvertebrate-based biotic indices for evaluating the water quality of Kargı Stream (Antalya, Turkey), Turk. J. Zool., 2017, vol. 41, no. 3, pp. 476–486.

    Article  CAS  Google Scholar 

  60. Zeybek, M. and Kalyoncu, H., The determination of water quality of Kargı Stream (Antalya, Turkey) in terms of physicochemical parameters, EgeJFAS, 2016, vol. 33, no. 3, pp. 223–231.

    Article  Google Scholar 

  61. Zeybek, M., Kalyoncu, H., Karakaş, B., and Özgül, S., The use of BMWP and ASPT indices for evaluation of water quality according to macroinvertebrates in Değirmendere Stream (Isparta, Turkey), Turk. J. Zool., 2014, vol. 38, pp. 603–613.

    Article  CAS  Google Scholar 

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Alperen Ertaş, Yaşartürk, M., Yorulmaz, B. et al. Evaluation of the Water Quality of the Ilke Stream According to Biotic Indices Based on Benthic Macroinvertebrates (West Anatolia, Turkey). Contemp. Probl. Ecol. 15, 541–551 (2022). https://doi.org/10.1134/S199542552205002X

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