Abstract
The European Water Framework Directive (WFD) (2000/60/EC) is the most visionary piece of European environmental legislation that aims to achieve good water status of both surface water and groundwater bodies. The Directive provides a fundamental basis for surface water monitoring activities in the European Member States. The objective of this study is to investigate the occurrence of micropollutants in the Yesilirmak River and to develop a cost-effective monitoring strategy based on spatiotemporal data. A 2-year seasonal monitoring program was conducted between 2016 and 2018, and the water samples were analyzed for 45 priority substances as defined by the WFD and 250 national river basin–specific pollutants. In the basin, 166 pollutants were quantified in at least one of the samples with individual concentrations ranging from 6 × 10−6μg/L to 100 mg/L. Fifty-four pollutants with a frequency of occurrence greater than 5% were selected for further evaluation. Based on statistical evaluation of the data, 20 pollutants were identified as the pollutants of primary concern. These 20 pollutants were grouped under three categories (metals, biocides, and industrial organic compounds) and their spatiotemporal distributions in the basin were assessed to establish a monitoring strategy specific to each pollutant category. The results of the study revealed that the common season for the monitoring of all pollutant categories was the spring. This study provides a generic methodology for the development of a cost-effective water quality monitoring strategy, which can be applicable for use in different basins and pollutant datasets.
Similar content being viewed by others
Data availability
All data generated or analyzed during this study are included in this published article and its supplementary information files.
References
Agency for Toxic Substances and Disease Registry (1997) Public health statement: dichlorvos. https://www.atsdr.cdc.gov/ToxProfiles/tp88-c1-b.pdf. Accessed 15 May 2019
Altenburger R, Brack W, Burgess RM, Busch W, Escher BI, Focks A, Mark Hewitt L, Jacobsen BN, de Alda ML, Ait-Aissa S, Backhaus T, Ginebreda A, Hilscherová K, Hollender J, Hollert H, Neale PA, Schulze T, Schymanski EL, Teodorovic I, Tindall AJ, de Aragão Umbuzeiro G, Vrana B, Zonja B, Krauss M (2019) Future water quality monitoring: improving the balance between exposure and toxicity assessments of real-world pollutant mixtures. Environ Sci Eur 31:12
Amasya Provincial Directorate of Culture and Tourism (2020) Rivers https://amasya.ktb.gov.tr/TR-59468/akarsular.html. Accessed 13 April 2020
Baars AJ, Theelen RMC, Janssen PJCM, Hesse JM, van Apeldoom ME, Meijerink MCM, Verdam L, Zeilmaker MJ (2001) Re-evaluation of human toxicological maximum permissible risk levels. RIVM report 711701 025. RIVM, Bilthoven. http://www.rivm.nl/bibliotheek/rapporten/711701025.pdf. Accessed 2 April 2020
Barbosa MO, Moreira NFF, Ribeiro AR, Pereira MFR, Silva AMT (2016) Occurrence and removal of organic micropollutants: an overview of the watch list of EU Decision 2015/495. Water Res 94:257–279
Bastami KD, Neyestani MR, Shemirani F, Soltani F, Haghparast S, Akbari A (2015) Heavy metal pollution assessment in relation to sediment properties in the coastal sediments of the southern Caspian Sea. Mar Pollut Bull 92:237–243
Begy RC, Preoteasa L, Timar-Gabor A, MihäIescu R, TäNäSelia C, Kelemen S, Simon H (2016) Sediment dynamics and heavy metal pollution history of the Cruhlig Lake (Danube Delta, Romania). J Environ Radioact 153:167–175
Brown JN, Peake BM (2006) Sources of heavy metals and polycyclic aromatic hydrocarbons in urban stormwater runoff. Sci Total Environ 359:145–155
Bu Q, Luo Q, Wang D, Rao K, Wang Z, Yu G (2015) Screening for over 1000 organic micropollutants in surface water and sediments in the Liaohe River watershed. Chemosphere 138:519–525
Burton GA, Pitt R (2002) Stormwater Effects Handbook, a Toolbox for Watershed Managers Scientists and Engineers. CRC Press Lewis, United States of America (911 p)
Canadian Council of Ministers of the Environment (1999) Polycyclic aromatic hydrocarbons (PAHs). Canadian Sediment Quality Guidelines for the Protection of Aquatic Life
Carpenter CMG, Helbling DE (2018) Widespread micropollutant monitoring in the Hudson River estuary reveals spatiotemporal micropollutant clusters and their sources. Environ Sci Technol 52:6187–6196
Cho E, Khim J, Chung S, Seo D, Son Y (2014) Occurrence of micropollutants in four major rivers in Korea. Sci Total Environ 491:138–147
Coquery M, Morin A, Bécue A, Lepot B (2005) Priority substances of the European Water Framework Directive: analytical challenges in monitoring water quality. TrAC-Trend Anal Chem 24(2):117–127
Doble M, Kumar A (2005) Chapter 24-petroleum hydrocarbon pollution. Biotreatment of Industrial Effluents, 241-253
Donnachie RL, Johnson AC, Moeckel C, Pereira MG, Sumpter JP (2014) Using risk-ranking of metals to identify which poses the greatest threat to freshwater organisms in the UK. Environ Pollut 194:17–23. https://doi.org/10.1016/j.envpol.2014.07.008
Du X, Li X, Luo T, Matsuura N, Kadokami K, Chen J (2013) Occurrence and aquatic ecological risk assessment of typical organic pollutants in water of Yangtze River estuary. Procedia Environ Sci 18:882–889
Emadian SM, Sefiloglu FO, Akmehmet Balcioglu I, Tezel U (2020) Identification of core micropollutants of Ergene River and their categorization based on spatiotemporal distribution. Sci Total Environ 758:143656. https://doi.org/10.1016/j.scitotenv.2020.143656
Entec (2011) Technical support for the impact assessment of the review of priority substances under Directive 2000/60/EC. Substance assessment: fluoranthene. Report for the European Commission. https://circabc.europa.eu/webdav/CircaBC/env/wfd/Library/framework_directive/thematic_documents/priority_substances/supporting_substances/substance_impacts/Fluoranthene.pdf. Accessed 2 April 2020
European Commission (2000) European Parliament and Council, 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 (Water Framework Directive)
European Commission (2008) European Parliament and Council, Directive 2008/105/EC of the European Parliament and of the Council of 16 December 2008 on environmental quality standards in the field of water policy, amending and subsequently repealing Council Directives 82/176/EEC, 83/513/EC, 84/156/EEC, 84/491/EEC, 86/280/EEC and amending Directive 2000/60/EC of the European Parliament and of the Council. Off J Eur Union L348:84–97
European Commission (2011) Guidance document no 27 Technical guidance for deriving environmental quality standards. Common implementation strategy for the Water Framework Directive
European Commission (2013) European Parliament and Council, Directive 2013/39/EU of the European Parliament and of the Council of 12 August 2013 amending Directives 2000/60/EC and 2008/105/EC as regards priority substances in the field of water policy
European Environment Agency (2015) European pollutant release and transfer registration. http://prtr.ec.europa.eu/#/pollutantreleases. Accessed 2 April 2020
Fatta-Kassinos D, Kalavrouziotis IK, Koukoulakis PH, Vasquez MI (2011) The risks associated with wastewater reuse and xenobiotics in the agroecological environment. Sci Total Environ 40:3555–3563
Gerbersdorf SU, Cimatoribus C, Class H, Engesser K-H, Helbich S, Hollert H, Lange C, Kranert M, Metzger J, Nowak W (2015) Anthropogenic Trace Compounds (ATCs) in aquatic habitats—research needs on sources, fate, detection and toxicity to ensure timely elimination strategies and risk management. Environ Int 79:85–105
Ghaderi AA, Abduli MA, Karbassi AR, Nasrabadi T, Khajeh M (2012) Evaluating the effects of fertilizers on bioavailable metallic pollution of soils, case study of Sistan farms, Iran. Int J Environ Res 6(2):565–570
Govind P, Madhuri S (2014) Heavy metals causing toxicity in animals and fishes. Res J Anim Vet Fish Sci 2:17–23
Green J, Trett MW (1989) The fate and effects of oil in freshwater. Elsevier Applied Science, London
Guan Q, Wang L, Pan B, Guan W, Sun X, Cai A (2016) Distribution features and controls of heavy metals in surface sediments from the riverbed of the Ningxia-Inner Mongolian reaches, Yellow River, China. Chemosphere 144:29–42
Hadjikakou M, Whitehead PG, Jin L, Futter M, Shahgedanova M (2011) Modelling nitrogen in the Yesilirmak River catchment in Northern Turkey: impacts of future climate and environmental change and implications for nutrient management. Sci Total Environ 409:2404–2418
Hanh DT, Kadokami K, Matsuura N, Trung NQ (2013) Screening analysis of a thousand micro-pollutants in Vietnamese rivers. Southeast Asian Water Environ 5:195–202
Hollender J, Singer H, Mcardell A (2008) Polar organic micropollutants in the water cycle. In P. Hlavinek (Ed.), Dangerous pollutants (Xenobiotics) in urban water cycle: proceedings of the NATO advanced research workshop on dangerous pollutants (Xenobiotics) in urban water cycle. Czech Republic: Lednice
Ismail A, Toriman ME, Juahir H, Zain SM, Habir NLA, Retnam A, Kamaruddin MKA, Umar R, Azid A (2016) Spatial assessment and source identification of heavy metals pollution in surface water using several chemometric techniques. Mar Pollut Bull 106:292–300
Janssen MPM., van Leeuwen LC, Vos JH, Linders JBHJ (2012) Potential measures for emission reduction within the European Water Framework Directive. Illustrated by fact sheets for Cd, Hg, PAHs and TBT. National Institute for Public Health and the Environment, Ministry of Health, Welfare and Sport. RIVM Report 607648001/2012. http://www.rivm.nl/bibliotheek/rapporten/607648001.pdf. Accessed 2 April 2020
Johnson AC, Donnachie RL, Sumpter JP, Jürgens MD, Moeckel C, Pereira MG (2017) An alternative approach to risk rank chemicals on the threat they pose to the aquatic environment. Sci Total Environ 599-600:1372–1381. https://doi.org/10.1016/j.scitotenv.2017.05.039
Kadokami K, Jinya D, Iwamura T (2009) Survey on 882 organic micro-pollutants in rivers throughout Japan by automated identification and quantification system with a gas chromatography-massss spectrometry database. J Environ Chem 19:351–360
Kafilzadeh F, Shiva AH, Malekpour R (2011) Determination of polycyclic aromatic hydrocarbons (PAHs) in water and sediments of the Kor River, Iran. Middle-East J Sci Res 10(1):01–07
Kanaly RA, Harayama S (2000) Biodegradation of high-molecular-weight polycyclic aromatic hydrocarbons by bacteria. J Bacteriol:2059–2067
Kankılıç GB, Tüzün İ, Kadıoğlu YK (2013) Assessment of heavy metal levels in sediment samples of Kapulukaya Dam Lake (Kirikkale) and lower catchment area. Environ Monit Assess 185:6739–6750
Li J, He M, Han W, Gu Y (2009) Analysis and assessment on heavy metal sources in the coastal soils developed from alluvial deposits using multivariate statistical methods. J Hazard Mater 164:976–981
Li F, Huang J, Zeng G, Yuan X, Li X, Liang J, Wang X, Tang X, Bai B (2013) Spatial risk assessment and sources identification of heavy metals in surface sediments from the Dongting Lake, Middle China. J Geochem Explor 132:75–83
Loos R, Gawlik BM, Locoro G, Rimaviciute E, Contini S, Bidoglio G (2009) EU wide survey of polar organic persistent pollutants in European river waters. Environ Pollut 157:561–568
Luo Y, Guo W, Ngo HH, Nghiem LD, Hai FI, Zhang J, Liang S (2014) A review on the occurrence of micropollutants in the aquatic environment and their fate and removal during wastewater treatment. Sci Total Environ 473-474:619–641
Mesci Y, Yilmaz M (2008) The Yesilirmak River Basin Development Union (YHKB). Amasya, Turkey: EU Commission Candidate Countries Presentation
Ministry of Agriculture and Forestry (2019) Active substance list of prohibited plant protection products. https://www.tarimorman.gov.tr/Konu/934/Yasaklanan-Bitki-Koruma-Urunleri-Aktif-Madde-Listesi. Accessed 12 May 2019 (in Turkish)
Ministry of Environment and Urbanization (2018) Development of an implementation strategy for the Environmental Quality Standards-Based Discharge Limits Project. Final Report (in Turkish)
Ministry of Forestry and Water Affairs (2016) Surface water quality regulation. Official Gazette No 29797
Mohd-Towel R, Amir A, Abdul-Talib S (2016) Detection of polycyclic aromatic hydrocarbons (PAHs) in municipal wastewater treatment plant at Klang Valley. In: Tahir W, Abu Bakar P, Wahid M, Mohd Nasir S, Lee W (eds) ISFRAM 2015. Springer, Singapore. https://doi.org/10.1007/978-981-10-0500-8_25
Monferran MV, Garnero PL, Wunderlin DA, de Los Angeles Bistoni M (2016) Potential human health risks from metals and as via Odontesthes bonariensis consumption and ecological risk assessments in a eutrophic lake. Ecotoxicol Environ Saf 129:302–310
Nasrabadi T (2015) An index approach to metallic pollution in river waters. Int J Environ Res 9(1):385–394
Nasrabadi T, Bidhendi gN, Karbassi A, Grathwohl P, Mehrdadi N (2011) Impact of major organophosphate pesticides used in agriculture to surface water and sediment quality (Southern Caspian Sea basin. Haraz River). Environ Earth Sci 63:873–883
Neyestani MR, Bastami KD, Esmaeilzadeh M, Shemirani F, Khazaali A, Molamohyeddin N, Afkhami M, Nourbakhsh S, Dehghani M, Aghaei S (2016) Geochemical speciation and ecological risk assessment of selected metals in the surface sediments of the northern Persian gulf. Mar Pollut Bull 109(1):603–611
Oliveira JLM, Silva DP, Martins EM, Langenbach T, Dezotti M (2012) Biodegradation of 14C-dicofol in wastewater aerobic treatment and sludge anaerobic biodigestion. Environ Technol 33:695–701
Pacyna JM (2009) Source control of priority substances in Europe (SOCOPSE). Workpackage–D2.1. Material Flow Analysis for selected priority substances. http://www.socopse.se/download/18.764bd915124e8f2573d80008918/1350483849836/SOCOPSE-D%202%201.pdf. Accessed 2 April 2020
Pistocchi A, Dorati C, Aloe A, Ginebreda A, Marcé R (2019) River pollution by priority chemical substances under the Water Framework Directive: a provisional pan-European assessment. Sci Total Environ 662:434–445
PPDB (2020) Pesticide Properties Database, University of Hertfordshire. https://sitem.herts.ac.uk/aeru/ppdb/en/Reports/271.htm. Accessed 2 April 2020
Schwarzenbach RP, Escher BI, Fenner K, Hofstetter TB, Johnson CA, von Gunten U, Wehrli B (2006) The challenge of micropollutants in aquatic systems. Science 313:1072–1077
Šepič E, Bricelj M, Leskovšek H (2003) Toxicity of fluoranthene and its biodegradation metabolites to aquatic organisms. Chemosphere 52(7):1125–1133
Singh UK, Kumar B (2017) Pathways of heavy metals contamination and associated human health risk in Ajay River Basin, India. Chemosphere 174:183–199
Snow DD, Cassada DA, Larsen ML, Mware NA, Xu L, D’ Alessio M, Zhang Y, Sallach JB (2017) Detection, occurrence and fate of emerging contaminants in agricultural environments. Water Environ Res 89(10):897–920
Tousova Z, Oswald P, Slobodnik J, Blaha L, Muz M, Hu M, Brack W, Krauss M, Di Paolo C, Tarcai Z, Seiler T-B, Hollert H, Koprivica S, Ahel M, Schollée JE, Hollender J, Suter MJF, Hidasi AO, Schirmer K, Sonavane M, Ait-Aissa S, Creusot N, Brion F, Froment J, Almeida AC, Thomas K, Tollefsen KE, Tufi S, Ouyang X, Leonards P, Lamoree M, Torrens VO, Kolkman A, Schriks M, Spirhanzlova P, Tindall A, Schulze T (2017) European demonstration program on the effect-based and chemical identification and monitoring of organic pollutants in European surface waters. Sci Total Environ 601:1849–1868
Tricker R, Tricker S (1999) Pollutants and contaminants. In Environmental Requirements for Electromechanical and Electronic Equipment: 158-194
UNIDO/GEF/MoEF (2008) The National Implementation Plan for the Stockholm Convention on Persistent Organic Pollutants. https://www.tarimorman.gov.tr/SYGM/Belgeler/havza%20koruma%20eylem%20planlar%C4%B1/Stockholm.pdf. Accessed 13 April 2020
United Nations Environment Programme (2017) Stockholm Convention on Persistent Organic Pollutants (POPs). http://www.pops.int/TheConvention/Overview/TextoftheConvention/tabid/2232/Default.aspx. Accessed 2 April 2020
USEPA (1995) R.E.D. Facts. Ethalfluralin. https://archive.epa.gov/pesticides/reregistration/web/pdf/2260fact.pdf. Accessed 2 April 2020
USEPA (2017) What are total petroleum hydrocarbons (TPH). https://www3.epa.gov/region1/eco/uep/tph.html. Accessed 3 June 2019
Ustaoğlu Tırıl, S., Memiş, D. (2018) An overview of the factors affecting the migration of sturgeons in Yesilirmak. Aquatic Sciences and Engineering, 33(4): 138-144. https://dergipark.org.tr/tr/download/article-file/566587
Vryzas Z, Vassiliou G, Alexoudis C, Papadopoulou-Mourkidou E (2009) Spatial and temporal distribution of pesticide residues in surface waters in northeastern Greece. Water Res 43:1–10
Wastewater Treatment Action Plan (2017) Ministry of Environment and Urbanization General Directorate of Environmental Management, Ankara https://webdosya.csb.gov.tr/db/cygm/dokumanlar/atiksu-aritimi%2D%2D8230-9458-20180410150458.pdf. Accessed 2 April 2020 (in Turkish)
Xu G, Pei S, Liu J, Gao M, Hu G, Kong X (2015) Surface sediment properties and heavy metal pollution assessment in the near-shore area, north Shandong Peninsula. Mar Pollut Bull 95:395–401
Xu FJ, Qiu LW, Cao YC, Huang JL, Liu ZQ, Tian X, Li AC, Yin XB (2016) Trace metals in the surface sediments of the intertidal Jiaozhou Bay, China: sources and contamination assessment. Mar Pollut Bull 104:371–378
Zhang C, Shan B, Tang W, Wnag C, Zhang L (2019) Identifying sediment-asssociated toxicity in rivers affected by multiple pollutants from the contaminant bioavailability. Ecotoxicol Environ Saf 171:84–91
Zoboli O, Clara M, Gabriel O, Scheffknecht C, Humer M, Brielmann H, Kulcsar S, Trautvetter H, Kittlaus S, Amann A, Saracevic E, Krampe J, Zessner M (2019) Occurrence and levels of micropollutants across environmental and engineered compartments in Austria. J Environ Manage 232:636–653
Acknowledgements
This work was carried out within the scope of Project: “Management of Point and Diffuse Pollutant Sources in the Yesilirmak River Basin” (Project Code: 115Y013) and supported by The Scientific and Technological Research Council of Turkey—Environment, Atmosphere, Earth and Marine Sciences Research Grant Committee (CAYDAG). The authors would like to thank a group of researchers from the Environmental Engineering Department of Munzur University and Fırat University and the Environmental and Cleaner Production Institute of the Scientific and Technological Research Council of Turkey—Marmara Research Center for their excellent assistance in sampling and analyses.
Funding
This study was funded by The Scientific and Technological Research Council of Turkey—Environment, Atmosphere, Earth and Marine Sciences Research Grant Committee (CAYDAG) (Project Code: 115Y013).
Author information
Authors and Affiliations
Contributions
EK: prepared the original draft, designed the methodology, applied statistical techniques to interpret data
TP: designed the methodology, applied statistical techniques to interpret data, visualized data, reviewed and edited the paper
GOE: performed field trips and sample collections
SA: performed field trips and sample collections
EOO: conducted the analyses of priority and river basin–specific pollutants
OC: conducted the analyses of priority and river basin–specific pollutants
KU: managed and coordinated responsibility for the research activity planning and execution
FBD: managed and coordinated responsibility for the research activity planning and execution
UI: managed and coordinated responsibility for the research activity planning and execution
GA: managed and coordinated responsibility for the research activity planning and execution
UY: supervised the study, designed the methodology, reviewed and edited the paper
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Kucuk, E., Pilevneli, T., Onder Erguven, G. et al. Occurrence of micropollutants in the Yesilirmak River Basin, Turkey. Environ Sci Pollut Res 28, 24830–24846 (2021). https://doi.org/10.1007/s11356-021-13013-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-13013-6