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Seasonal distribution of Ephemeroptera (Insecta) of the Kızılırmak Basin with evaluation of the water quality based on physicochemical parameters and benthic metrics

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This study was carried out to determine the seasonal distribution of the Ephemeroptera of the Kızılırmak Basin and to evaluate the relations of the identified taxa with the physicochemical variables in their distribution areas, to reveal the ecological water quality through both these parameters and the benthic metrics developed for the Kızılırmak basin. Field studies were carried out in 13 different localities in spring, summer and autumn periods in 2018. A total of 990 individuals were examined and 27 species belonging to seven families were identified. Species diversity according to Shannon-Wiener (H) values was highest at station 8 (1.52) and lowest at station 7 (0.23) in the spring period, highest at station 3 (1.49) lowest at station 7 (0.23) in the summer period, and highest at the 2nd (1.44) and lowest at the 4th (0.14) station in the autumn period. According to the calculated average H values of the stations, the stations 4, 6, 7, 10 and 12 were determined in the polluted water class, while the other stations were determined in the moderate polluted water class. According to cluster analysis; the highest similarities were seen between the station 1 and the stations 2 and 9 (71%). According to the ANOSIM result, in which the differences between the seasonal distributions of the species were evaluated, there was a significant difference between the spring period and the summer and autumn periods. According to the result of MANOVA, which was applied to understand the differences between environmental variables and seasonal groups, there was a significant difference between spring and summer seasons in terms of temperature variable, while dissolved oxygen variable was significantly differed among all season groups. The water quality of the stations was evaluated together with the biotic index based on physico-chemical variables and benthic metrics, and the stations with reference characteristics were determined. Accordingly, in terms of both physicochemical parameter measurements and index values calculated on biological data, it was determined that the stations are mostly in reference feature (high, good and moderate quality water class) away from pollution pressure.

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References

  • Akay E, Dalkıran N (2020) Assessing biological water quality of Yalakdere Stream (Yalova, Turkey) with benthic macroinvertebrate-based metrics. Biologia 75:1347–1363. https://doi.org/10.2478/s11756-019-00387-9

    Article  CAS  Google Scholar 

  • Akbulut Y (2010) SPSS applications in social sciences. Ideal Culture Publishing, İstanbul [in Turkish]

  • Akyıldız GK, Duran M (2021) Evaluation of the impact of heterogeneous environmental pollutants on benthic macroinvertebrates and water quality by long-term monitoring of the Buyuk Menderes River basin. Environ Monit Assess 193:280. https://doi.org/10.1007/s10661-021-08981-8

    Article  CAS  Google Scholar 

  • AQEM Consortium (2002) Manual for the application of the AQEM system: a comprehensive method to assess European streams using benthic macroinvertebrates, developed for the purpose of the Water Framework Directive. AQEM Consortium, Duisburg, Germany

  • Bakan G, Özkoç H, Tülek S, Cüce H (2010) Integrated environmental quality assessment of Kızılırmak River and its coastal environment. Turk J Fish Aquat Sci 10(4):453–462

    Article  Google Scholar 

  • Başören Ö, Kazancı N (2016) Water quality assessment of Fırtına Stream (Rize, Turkey) by using various macroinvertebrate based metrics and physicochemical variables. Rev Hydrobiol 9(1):1–16

    Google Scholar 

  • Bauernfeind E (1995) Bestimmungsschlüssel für die österreichischen Eintagsfliegen (Insecta: Ephemeroptera) Teil 2. Wasser und Abwasser 5(94):1–96

    Google Scholar 

  • Bauernfeind E, Soldan T (2012) The mayflies of Europe (Ephemeroptera). Apollo Books, Aamosen 1 DK-5762, Denmark

  • Bauernfeind E, Moog O, Weichselbaumer P (2002) Ephemeroptera. In: Moog O (ed) fauna aquatica austriaca, lieferung 2002, wasserwirtschaftskataster, bundesministerium für land- und forstwirtschaft. Umwelt und Wasserwirtschaft, Wien, p 24

    Google Scholar 

  • Baytaşoğlu H, Gözler AM (2021) Evaluation of water quality of Çoruh River Basin (Turkey) using some biotic indices. Ege J Fish Aquat Sci 38(4):399–409. https://doi.org/10.12714/egejfas.38.4.01

    Article  Google Scholar 

  • Bray JR, Curtis JT (1957) An ordination of upland forest communities of southern Wisconsin. Ecol Monogr 27:325–349. https://doi.org/10.2307/1942268

    Article  Google Scholar 

  • Çelekli A, Lekesiz Ö, Çetin T (2021) Eco-assessment of streams of Konya closed river basin (Turkey) using various ecoregional diatom ındices. 21 December 2021, Preprint (Version 1) available at Research Square. https://doi.org/10.21203/rs.3.rs-998632/v1].  

  • Çiçek E, Birecikligil S (2015) Index of biotic integrity for evaluation and monitoring of water quality: using fish biotic integrity index. Nevşehir J Sci Technol 4(1):45–56. https://doi.org/10.17100/nevbiltek.210942 [in Turkish]

    Article  Google Scholar 

  • Clarke KR (1993) Non-parametric multivariate analysis of changes in community structure. Aust J Ecol 18(1):117–143. https://doi.org/10.1111/j.1442-9993.1993.tb00438.x

    Article  Google Scholar 

  • Council of European Communities (2000) Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy. Off J Eur Commun 327(1):72. Water Framework Directive (WFD)

  • Doornik J, Hansen H (1994) Am Omnibus test of univariate and multivariate normality. Unpublished paper Nuffield College, Oxford

  • Dügel M (2016) Establishment of a water quality ecological assessment system for Turkey, benthic macroinvertebrate guide document in freshwaters (rivers-lakes). Ministry of Forestry and Water Affairs General Directorate of Water Management, Turkey

  • Dügel M, Kazancı N (2004) Assessment of water quality of the Büyük Menderes River (Turkey) by using ordination and classification of macroinvertebrates and environmental variables. J Freshw Ecol 19:605–612. https://doi.org/10.1080/02705060.2004.9664741

    Article  Google Scholar 

  • Efe R (1996) Flow and regime characteristics of the Kızılırmak. J Marmara Univ Inst Soc Sci 1(4):39–60. https://doi.org/10.14783/maruoneri.710445 [in Turkish]

    Article  Google Scholar 

  • Ertaş A, Yorulmaz B (2021) Assessing water quality in the Kelebek Stream branch (Gediz River Basin, West Anatolia of Turkey) using physicochemical and macroinvertebrate-based indices. Aquat Res 4(3):260–278. https://doi.org/10.3153/AR21020

    Article  Google Scholar 

  • Ertas A, Boz T, Tüney Kızılkaya İ (2021a) 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 22:381–390. https://doi.org/10.1007/s42974-021-00061-8

    Article  Google Scholar 

  • Ertaş A, Boz T, Tüney Kızılkaya İ (2021b) Determination of benthic macroinvertebrate fauna and some physicochemical properties of Balaban Lake (Menderes-Izmir). Aquat Sci Eng 36(3):116–125. https://doi.org/10.26650/ASE2020821658

    Article  Google Scholar 

  • Gawad SSA (2019) Using benthic macroinvertebrates as indicators for assessment the water quality in River Nile, Egypt. Egypt J Basic Appl Sci 6(1):206–219. https://doi.org/10.1080/2314808X.2019.1700340

    Article  Google Scholar 

  • Girgin S, Kazancı N, Dügel M (2004) Limnology of deep and saline Lake Burdur in Turkey. Acta Hydrochim Hydrobiol 32(3):189–200. https://doi.org/10.1002/aheh.200400529

    Article  CAS  Google Scholar 

  • Grandjean F, Jandry J, Bardon E, Coignet A, Trouilhe et al (2011) Use of Ephemeroptera as bioindicators of the occurrence of white-clawed crayfish (Austropotamobius pallipes). Hydrobiologia 671:253–258. https://doi.org/10.1007/s10750-011-0717-1

    Article  Google Scholar 

  • Güler Ç (1997) Water quality and environmental health of the source array. Ankara, pp 43–95 [in Turkish]

  • Hill MO, Bunce RGH, Shaw MW (1975) Indicator species analysis, a divisive polythetic method of classification, and its application to a survey of native pinewoods in Scotland. J Ecol 63:597–613. https://doi.org/10.2307/2258738

    Article  Google Scholar 

  • Hope ACA (1968) A simplified Monte Carlo significance test procedure. J R Stat Soc Series B 30:582–598. https://doi.org/10.1111/j.2517-6161.1968.tb00759.x

    Article  Google Scholar 

  • Jacobus LM (2008) Revision of Ephemerellidae genera (Ephemeroptera). Trans Entomol Soc Am 185:185–274. https://doi.org/10.3157/0002-8320(2008)134[185:ROEGE]2.0.CO;2

    Article  Google Scholar 

  • Kayri M (2009) The multiple comparison (post-hoc) techniques to determine the difference between groups in researches. Fırat Univ J Soc Sci 19(1):51–64 [in Turkish]

    Google Scholar 

  • Kazancı N (1985) Rhithrogena anatolica sp. n. (Ephemeroptera: Heptageniidae) from Turkey. Mitt Schweiz Entomol Ges 58:311–313

    Google Scholar 

  • Kazancı N (1993) Protection of environment and nature in Köyceğiz-Dalyan. Final Report of Hydrobiological Subproject (GTZ). GmbH, Darmstadt

  • Kazancı N (2001) Turkey Ephemeroptera (Insecta) fauna. Turkey Inland Waters Research Series VI. Ankara Imaj Publishing House, Ankara [in Turkish]

  • Kazancı N (2009) Ephemeroptera (insecta) fauna of Turkey: records from Eastern Anatolia. (Turkey) Rev Hydrobiol 2:187–195

    Google Scholar 

  • Kazancı N, Dügel M (2000) An evaluation of the water quality of Yuvarlakçay Stream in the Köyceğiz-Dalyan Protected Area, SW Turkey. Turk J Zool 24:69–80

    Google Scholar 

  • Kazancı N, Türkmen G (2008) Research on Ephemeroptera (Insecta) fauna of Yedigöller National Park (Bolu, Turkey): water quality and reference habitat indicators. Rev Hydrobiol 1(1):53–71

    Google Scholar 

  • Kazancı N, Girgin S, Dügel M, Oguzkurt D (1997) Turkey inland waters research series II. In: Kazancı N (ed) Biotic index method in the evaluation and monitoring of rivers in terms of environmental quality. Ankara Imaj Publishing House, Ankara [in Turkish]

  • Kazancı N, Ekingen P, Türkmen G, Ertunç Ö, Dügel M et al (2010) Assessment 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 3(2):165–184

    Google Scholar 

  • Kazancı N, Türkmen G, Ekingen P, Başören Ö (2013) Preparation of a biotic index (Yeşilırmak-BMWP) for water quality monitoring of Yeşilırmak River (Turkey) by using benthic macroinvertebrates. Rev Hydrobiol 6:1–29

    Google Scholar 

  • Kazancı N, Türkmen G, Başören Ö, Ekingen P, Ali Bolat H (2014) Assessment of the land use effects in Yeşilırmak River Basin by determining water quality and Yeşilırmak river-specific biotic index (Y-BMWP): II. Evaluation with biological methods by using benthic macroinvertebrates and updated Y-BMWP. Rev Hydrobiol 7(2):75–155

    Google Scholar 

  • Kazancı N, Türkmen G, Ekingen P, Başören Ö (2017) Evaluation of Plecoptera (Insecta) community composition using multivariate technics in a biodiversity hotspot. Int J Environ Sci Technol 4:1307–1316. https://doi.org/10.1007/s13762-017-1245-y

    Article  CAS  Google Scholar 

  • Kocataş A (1997) Ecology and environmental biology. Ege Univ Fac Fish Publ, İzmir

  • Magurran AE (1988) Ecological diversity and its measurement. Princeton University Press, Princeton

  • Mahler RL, Barber ME (2017) Using benthic macroinvertebrates to assess water quality in 15 watersheds in the Pacific Northwest, USA. Int J Sustain Dev Plan 12:51–60. https://doi.org/10.2495/SDP-V12-N1-51-60

    Article  Google Scholar 

  • Malakane KC, Addo Bediako A, Kekana M (2020) Benthic macroinvertebrates as bioindicators of water quality in the Blyde River of the Olifants river system, South Afrıca. Appl Ecol Environ Res 18:1621–1635. https://doi.org/10.15666/aeer/1801_16211635

    Article  Google Scholar 

  • Özkan K, Küçüksille EU, Mert A, Gülsoy S, Süel H et al (2020) A software for estimating biodiversity components (BİÇEB). Turk J For 21:344–348 [in Turkish]

    Google Scholar 

  • Öztürk S, Dügel M, Çiçek E (2022) Seasonal distribution of Ephemeroptera (Insecta) fauna and relationship among physicochemical parameters in the Ceyhan Basin. Aquat Sci Eng 37(2):105–118. https://doi.org/10.26650/ASE20221069026

  • Salur A, Darilmaz MC, Bauernfeind E (2016) An annotated catalogue of the mayfly fauna of Turkey (Insecta: Ephemeroptera). Zoo Keys 620:67–118. https://doi.org/10.3897/zookeys.620.9405

    Article  Google Scholar 

  • Shannon CE, Weaver W (1949) The mathematical theory of communication. University of Illinois Press, Urbana

  • Smith H, Gnanadesikan R, Hughes JB (1962) Multivariate analysis of variance (MANOVA). Biometrics 18(1):22–41. https://doi.org/10.2307/2527708

    Article  Google Scholar 

  • Şimşek A, Bakan G (2017) Evaluation of the water quality of the Kızılırmak Basin according to the total maximum daily load (Tmdl) approach. In: International Water Congress, November, pp 2–4 [in Turkish]

  • Ter Braak CJF (1987) CANOCO-a FORTRAN program for canonical community ordination by (partial) (detrended) (canonical) correspondence analysis, principal components analysis and redundancy analysis (version 2. 1) Agricultural Mathematics Group, Wageningen

  • Ter Braak CJF (1988) Partial canonical correspondence analysis. In: Bock HH (ed) Classification and related methods of data analysis. North- Holland, Amsterdam, pp 551–558

    Google Scholar 

  • TUBITAK (2010) Watershed protection action plan project for the Kızılırmak River Basin-final report. The Scientific and Technological Research Council of Turkey. Marmara Research Center, Kocaeli, Turkey [in Turkish]

  • Tukey JW (1949) Comparing ındividual means in the analyses of variance. Biometrics 5:99–114. https://doi.org/10.2307/3001913

    Article  CAS  Google Scholar 

  • Türkmen G, Kazancı N (2020) Community structure of Mayflies (Insecta: Ephemeroptera) in a biodiversity hotspot as revealed by multivariate analyses. Acta Zool Bulg 72(1):67–81

    Google Scholar 

  • Wilhm JL, Dorris TC (1968) Biological parameters for water quality criteria. BioScience 18:477–481. https://doi.org/10.2307/1294272

    Article  Google Scholar 

  • WQR (2021) Water quality regulation. Turkey’s Ministry of Forestry and Water Affairs Surface Water Quality Regulations. (Official Gazette, 2021 Issue:31513). https://www.resmigazete.gov.tr/eskiler/2021/06/20210616-1.htm. Accessed 16 June 2021 [in Turkish]

  • Yılmaz C (2005) Geographical analysis of erosion in the Kızılırmak delta. TURQUA - Turkish Quaternary Symposium V, 2–3 June 2005, İstanbul Technical University, İstanbul, pp 227–234

  • Yorulmaz B, Sukatar A, Barlas M (2015) Comparative analysis of biotic indices for evaluation of water quality of Esen River in South-West Anatolia, Turkey. Fresenius Environ Bull 24(1):188–194

    Google Scholar 

  • Zeybek M (2017) Macroinvertebrate-based biotic indices for evaluating the water quality of Kargı stream (Antalya, Turkey). Turk J Zool 41:476–486. https://doi.org/10.3906/zoo-1602-10

    Article  CAS  Google Scholar 

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Acknowledgements

The authors thank to the General Directorate of Water Management of the Ministry of Agriculture and Forestry for allowing the use of the data obtained within the scope of the Project on Establishment of the Reference Monitoring Network in Turkey in this study.

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Correspondence to Selda Öztürk.

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Öztürk, S., Dügel, M., Çiçek, E. et al. Seasonal distribution of Ephemeroptera (Insecta) of the Kızılırmak Basin with evaluation of the water quality based on physicochemical parameters and benthic metrics. Biologia 78, 459–473 (2023). https://doi.org/10.1007/s11756-022-01250-0

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