Abstract
This research is focused on the assessment of the pollution status of river and lake sediments near Pb, Zn, and Cu mines and tailings in the southeastern part of Serbia—Krajište area. The study is based on hypothesis that investigated rivers and lakes in the Krajište area could be polluted by potentially toxic elements (PTEs) and that these elements could pose considerable ecological risk to the studied surface water environment. High PTE contents are detected in studied river sediments (up to 7892 mg kg−1 for Zn, 3224 mg kg−1 for Cu, 36,790 mg kg−1 for Pb, 64.2 mg kg−1 for Cd, and 1444 mg kg−1 for As). Given that the contents of the studied elements in most of the river sediments exceeded the background values, values prescribed by regulations of the Republic of Serbia, as well as probable effect concentration (PEL), it is possible to conclude that sediments were heavily polluted and that detrimental effects can be expected. Contamination indices including the enrichment factor (EF), contamination factor (CF), index of geoaccumulation (Igeo), potential ecological risk index (Eri), ecological risk index (RI), pollution load index (PLI), and aggregative toxicity index (ATI) were used to assess the degree of pollution by PTEs. The ecological risk assessment revealed that there is a significant risk observed for toxic elements (primarily Pb, Cu, Cd, and As) at this moment. The highest contamination indices (EF, Igeo, CF, PLI, and ATI) are mainly associated with historical and current mining activities. The Monte Carlo analysis based on the risk assessment indices was used to evaluate the uncertainty. The most pronounced toxic risk is found for the Pb, Cu, Cd, and As which assessment was in the range of high and extremely high-risk probabilities. The obtained results suggest that levels of toxic elements pose a significant ecological risk to the surface water environment near Pb, Zn, and Cu mines in the Krajište area. The methodology applied in this paper could be very useful for other researchers dealing with the problem of environmental pollution by toxic elements.
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Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Acevedo-Figueroa D, Jiménez BD, Rodríguez-Sierra CJ (2006) Trace metals in sediments of two estuarine lagoons from Puerto Rico. Environ Pollut 1414(2):336–342. https://doi.org/10.1016/j.envpol.2005.08.037
Arain MB, Kazi TG, Jamali MK, Jalbani N, Afridi HI, Baig JA (2008) Speciation of heavy metals in sediment by conventional, ultrasound and microwave assisted single extraction methods: a comparison with modified sequential extraction procedure. J Hazard Mater 154:998–1006. https://doi.org/10.1016/j.jhazmat.2007.11.004
Ayari J, Barbieri M, Agnan Y, Sellami A, Braham A, Dhaha F, Charef A (2021) Trace element contamination in the mine-affected stream sediments of Oued Rarai in north-western Tunisia: a river basin scale assessment. Environ Geochem Health 43(10):4027–4042. https://doi.org/10.1007/s10653-021-00887-1
Ayari J, Barbieri M, Barhoumi A, Boschetti T, Braham A, Dhaha F, Charef A (2023) Trace metal element pollution in media from the abandoned Pb and Zn mine of Lakhouat. J Geochem Explor 247:107180. https://doi.org/10.1016/j.gexplo.2023.107180
Babović M, Cvetković D (1976) Geological map of Yugoslavia 1:100000, map sheet Trgovište and Radomir, K34–57. Federal Geological Institute, Belgrade
Barago N, Cristiano M, Pavoni E, Floreani F, Parisi F, Lenaz D, Covelli S (2023) Environmental impact of potentially toxic elements on soils, sediments, waters, and air nearby an abandoned Hg-rich fahlore mine (Mt. Avanza, Carnic Alps, NE Italy). Environ Sci Poll Res 30:63754–63775. https://doi.org/10.1007/s11356-023-26629-7
Chaparro M, Ramirez-Ramirez M, Chaparro M, Miranda-Aviles R, Puy-Alquiza M, Bohnel H, Zanor G (2020) Magnetic parameters as proxies for anthropogenic pollution in water reservoir sediments from Mexico: an interdisciplinary approach. Sci Total Environ 700:134343. https://doi.org/10.1016/j.scitotenv.2019.134343
Chen ZL, Zhang JQ, Huan L, Yuan ZH, Li ZJ, Liu MC (2019) Removal of Cd and Pb with biochar made from dairy manure at low temperature. J Integr Agric 18(1):201–210. https://doi.org/10.1016/S2095-3119(18)61987-2
Cotter-Howells JD, Champness PE, Charnock JM, Pattrick RAD (1994) Identification of pyromorphite in mine-waste contaminated soils by ATEM and EXAFS. Eur J Soil Sci 45:393–402. https://doi.org/10.1111/j.1365-2389.1994.tb00524.x
Desai CC, Patel KN, Shukla MJ (1989) Some aspects of the magnetic susceptibility of ferroelectric magnesium hydrogen phosphate crystals. J Mater Sci Lett 8:1391–1392. https://doi.org/10.1007/BF00720197
Donkor AK, Bonzongo J-CJ, Nartey VK, Adotey DK (2005) Heavy metals in sediments of the gold mining impacted Pra River Basin, Ghana, West Africa. Soil Sediment Contam 14:479–503. https://doi.org/10.1080/15320380500263675
Dos Santos SN, Alleoni LRF (2013) Reference values for heavy metals in soils of the Brazilian agricultural frontier in Southwestern Amazônia. Environ Monit Assess 185:5737–5748. https://doi.org/10.1007/s10661-012-2980-7
Duodu GO, Goonetilleke A, Ayoko GA (2016) Comparison of pollution indices for the assessment of heavy metal in Brisbane River sediment. Environ Pollut 219:1077–1091. https://doi.org/10.1016/j.envpol.2016.09.008
Đokić BV, Jovanović M (2008) Tailing dumps of Blagodat – need to establish a true relationship between man and nature. Recycl. Sustain. Dev. 1(1):60–66. (in Serbian). https://www.rsd.tfbor.bg.ac.rs/?page_id=45. Accessed 25 Jun 2023
Đokić B (2012) Geochemical characteristics of the Grot mine flotation tailing (southeast Serbia). Doctoral Dissertation, University of Belgrade (in Serbian). https://nardus.mpn.gov.rs/handle/123456789/2657?show=full. Accessed 20 May 2023
Đokić BV, Jović V, Jovanović M, Ćirić A, Jovanović D (2012) Geochemical behaviour of some heavy metals of the Grot flotation tailing, Southeast Serbia. Environ Earth Sci 66:933–939. https://doi.org/10.1007/s12665-011-1303-6
Đokić BV, Jovanović M, Đokić O (2013) Heavy metals in the soil around the flotation tailing dump of the lead-zinc mine Grot mine, southeast Serbia. Min Metall Eng Bor 2:135–146. https://doi.org/10.5937/mmeb1302135D
Đorđević L, Živković N, Živković L, Đorđević A (2012) Assessment of heavy metals pollution in sediments of the Korbevačka river in Southeastern Serbia. Soil Sediment Contam 21:889–900. https://doi.org/10.1080/15320383.2012.699110
Fakhri Y, Mousavi Khaneghah A, Conti GO, Ferrante M, Khezri A, Darvishi A, Ahmadi M, Hasanzadeh V, Rahimizadeh A, Keramati H, Moradi B, Amanidaz N (2018) Probabilistic risk assessment (Monte Carlo simulation method) of Pb and Cd in the onion bulb (Allium cepa) and soil of Iran. Environ Sci Pollut Res 25:30894–30906. https://doi.org/10.1007/s11356-018-3081-0
Gantayat RR, Viswanathan PM, Ramasamy N, Sabarathinam C (2023) Distribution and fractionation of metals in tropical estuarine sediments, NW Borneo: implication for ecological risk assessment. J Geochem Explor 252:107253. https://doi.org/10.1016/j.gexplo.2023.107253
García-Giménez R, Jiménez-Ballesta R (2017) Mine tailings influencing soil contamination by potentially toxic elements. Environ Earth Sci 76:51. https://doi.org/10.1007/s12665-016-6376-9
Government of Republic of Serbia (2012) Regulation on limit values for pollutants in surface and ground waters and sediments and the deadlines for their achievement. Off Gaz Rep Serbia No 50/12 (in Serbian)
Hakanson L (1980) Ecological risk index for aquatic pollution control, a sedimentological approach. Water Res 14:975–1001. https://doi.org/10.1016/0043-1354(80)90143-8
Haris H, Looi LJ, Aris AZ, Mokhtar NF, Ayob NAA, Yusoff FM, Salleh AB, Praveena SM (2017) Geo-accumulation index and contamination factors of heavy metals (Zn and Pb) in urban river sediment. Environ Geochem Health 39:1259–1271. https://doi.org/10.1007/s10653-017-9971-0
Jamshidi-Zanjani A, Saeedi M (2017) Multivariate analysis and geochemical approach for assessment of metal pollution state in sediment cores. Environ Sci Pollut Res 24:16289–16304. https://doi.org/10.1007/s11356-017-9248-2
Karimi R, Ayoubi S, Jalalian A, Sheikh-Hosseini AR, Afyuni M (2011) Relationships between magnetic susceptibility and heavy metals in urban topsoils in the arid region of Isfahan, central Iran. J Appl Geophys 74:1–7. https://doi.org/10.1016/j.jappgeo.2011.02.009
Kowalska JB, Mazurek R, Gsiorek M, Zaleski T (2018) Pollution indices as useful tools for the comprehensive evaluation of the degree of soil contamination – a review. Environ Geochem Health 40:2395–2420. https://doi.org/10.1007/s10653-018-0106-z
Lidman J, Olid C, Bigler C, Berglund AMM (2023) Effect of past century mining activities on sediment properties and toxicity to freshwater organisms in northern Sweden. Sci Total Environ 872:162097. https://doi.org/10.1016/j.scitotenv.2023.162097
MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Archives Environ Contam Toxicol 39:20–31. https://doi.org/10.1007/s002440010075
Maftei AE, Iancu OG, Buzgar N (2014) Assessment of minor elements contamination in Bistriţa River sediments (upstream of Izvorul Muntelui Lake, Romania) with the implication of mining activity. J Geochem Explor 145:25–34. https://doi.org/10.1016/j.gexplo.2014.05.001
Magiera T (2022) ISO 21226:2019 “Soil quality – guideline for the screening of soil polluted with toxic elements using soil magnetometry”. 17th "Castle Meeting"on Palaeo, Rock and Environmental Magnetism. 28 August-3 September 2022, Castle Trakošćan, Croatia. Book of Abtracts, pp 78. https://castle2020.irb.hr/Program-and-Book-of-Abstracts
Map of Serbia (2023) https://www.serbiamap.net. Accessed 3 Jun 2023
Milošević V, Milićević S, Trumić M, Trumić M, Bartulović Z, Todorović D, Jovanović V, Ivošević B, Čarapić J, Jogrić R, Adamović V (2015) Defining a new production line for the flotation concentrating of copper, lead and zinc minerals from polymetallic ore of the deposit “Podvirovi and Conjev Kamen” - Bosilmetal applying modern technical and technological solutions. Technical solution. Institute for Technology of Nuclear and Other Mineral Raw Materials, Decision 13/6–7, 27.11.2015. (in Serbian). http://www.itnms.ac.rs/downloads/tehnicka_resenja/Kompletno%20resenje%20Bosilmetal%20TR33007.pdf. Accessed 15 Jun 2023
Müller G (1979) Schwermetalle in den Sedimenten des Rheins: Veranderungen seit 1971. Umschau 79:778–783
Oyarzun R, Lillo J, López-García JA, Esbrí JM, Cubas P, Llanos W, Higueras P (2011) The Mazarrón Pb–(Ag)–Zn mining district (SE Spain) as a source of heavy metal contamination in a semiarid realm: geochemical data from mine wastes, soils, and stream sediments. J Geochem Explor 109:113–124. https://doi.org/10.1016/j.gexplo.2010.04.009
Paradelo R, Moldes AB, Barral MT, Moldes AB (2009) Magnetic susceptibility as an indicator of heavy metal contamination in compost. Waste Manag Res 27:46–51. https://doi.org/10.1177/0734242X07082962
Pekey H, Karakaş D, Ayberk S, Tolun L, Bakoğlu M (2004) Ecological risk assessment using trace elements from surface sediments of Izmit Bay (Northeastern Marmara Sea) Turkey. Mar Pollut Bull 48:946–953. https://doi.org/10.1016/j.marpolbul.2003.11.023
Pujiwati A, Nakamura K, Wang J, Watanabe N, Komai T (2022) Potentially toxic elements pose significant and long-term human health risks in river basin districts with abandoned gold mines. Environ Geochem Health 44:4685–4702. https://doi.org/10.1007/s10653-022-01229-5
Putra R, Rifai H, Wurster CM (2019) Relationship between magnetic susceptibility and elemental composition of Guano from Solek Cave, West Sumatera. IOP Conf Series: J Phys: Conf Ser 1185:012011. https://doi.org/10.1088/1742-6596/1185/1/012011
Qu L, Huang H, Xia F, Liu Y, Dahlgren RA, Zhang M, Mei K (2018) Risk analysis of heavy metal concentration in surface waters across the rural-urban interface of the Wen-Rui Tang River, China. Environ Pollut 237:639–649. https://doi.org/10.1016/j.envpol.2018.02.020
Request for determining the scope and content of the Environmental Impact Assessment Study of the Pb, Zn and Cu ore exploitation project from the “Podvirovi” and “Popovica” deposits in the area of Karamanica near BosilegradRequest for determining the scope and content of the Environmental Impact Assessment Study of the Pb, Zn and Cu ore exploitation project from the “Podvirovi” and “Popovica” deposits in the area of Karamanica near Bosilegrad (2021) Submitted by „BOSIL-METAL“ d.o.o. to the Ministry of Environmental Protection of the Republic of Serbia. (in Serbian). https://www.ekologija.gov.rs/sites/default/files/inline-files/Zahtev%20o%20obimu%20i%20sadr%C5%BEaju_BOSIL-METAL_tekst%2Bprilozi.pdf. Accessed 20 Aug 2023
Sakan S, Popović A, Anđelković I, Đorđević D (2016) Aquatic sediments pollution estimate using the metal fractionation, secondary phase enrichment factor calculation, and used statistical methods. Environ Geochem Health 38:855–867. https://doi.org/10.1007/s10653-015-9766-0
Sakan S, Sakan N, Anđelković I, Trifunović S, Đorđević D (2017) Study of potential harmful elements (arsenic, mercury and selenium) in surface sediments from Serbian rivers and artificial lakes. J Geochemi Explor 180:24–34. https://doi.org/10.1016/j.gexplo.2017.06.006
Sakan S, Frančišković-Bilinski S, Đorđević D, Popović A, Sakan N, Škrivanj S, Bilinski H (2021) Evaluation of element mobility in river sediment using different single extraction procedures and assessment of probabilistic ecological risk. Water 13:1411. https://doi.org/10.3390/w13101411
Sakan S, Mihajlidi-Zelić A, Škrivanj S, Frančišković-Bilinski S, Đorđević D (2022) An integrated approach in the assessment of the Vlasina River system pollution by toxic elements. Front Environ Sci 10:909858. https://doi.org/10.3389/fenvs.2022.909858
Sakan S, Mihajlidi-Zelić A, Ašković K, Sakan N, Trifunović S, Đorđević D (2023) The significance of applying different factors for the evaluation of sediment contamination by toxic elements and estimation of the ecological risk. Environ Sci Pollut Res 30:53461–53477. https://doi.org/10.1007/s11356-023-26111-4
Shen F, Mao L, Sun R, Du J, Tan Z, Ding M (2019) Contamination evaluation and source identification of heavy metals in the sediments from the Lishui River Watershed, Southern China. Int J Environ Res Public Health 16(3):336. https://doi.org/10.3390/ijerph16030336
Shen T, Tang Y, Li YJ, Liu Y, Hu H (2020) An experimental study about the effects of phosphorus loading in river sediment on the transport of lead and cadmium at sedimentwater interface. Sci Total Environ 720:137535. https://doi.org/10.1016/j.scitotenv.2020.137535
Shikazono N, Zakir HM, Sudo Y (2008) Zinc contamination in river water and sediments at Taisyu Zn–Pb mine area, Tsushima Island, Japan. J Geochem Explor 98:80–88. https://doi.org/10.1016/j.gexplo.2007.12.002
Simić M (2001) Metallogeny of Mačkatica-Blagodat-Karamanica Zone. Special Editions of Geoinstitute, Book 28. Geoinstitute, Belgrade. (in Serbian)
Simić MM (2002) Lead and zinc potential of the Karamanica ore field, Serbia. Tehnika 53(4–5):7–16. (in Serbian). https://scindeks.ceon.rs/article.aspx?artid=0350-26270205007S&lang=en. Accessed 1 Jul 2023
Stanojević D, Filipović-Petrović L (2014) A contribution to integrated metal valorisation in zinc hydrometallurgy. Zastita Materijala 55(1):11–25. https://doi.org/10.5937/ZasMat1401011S. (in Serbian)
Stojmenović M, Pašalić S, Kragović M (2017) Influence of the underground mining waste on the environmental tailings and wastewater characterization. Undgrd Min Eng 31:85–100. https://doi.org/10.5937/podrad1731085S
Sutherland RA (2010) BCR-701: a review of 10-years of sequential extraction analyses. Anal Chim Acta 680:10–20. https://doi.org/10.1016/j.aca.2010.09.016
Tomlinson DL, Wilson JG, Harris CR, Jeffrey DW (1980) Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgolander Mar Res 33:566–575. https://doi.org/10.1007/BF02414780
Ustaoğlu F, Islam MS (2020) Potential toxic elements in sediment of some rivers at Giresun, Northeast Turkey: a preliminary assessment for ecotoxicological status and health risk. Ecol Indic 113:106237. https://doi.org/10.1016/j.ecolind.2020.106237
Wedepohl KH (1995) The composition of the continental crust. Geochim Cosmochim Acta 59(7):1217–1232. https://doi.org/10.1016/0016-7037(95)00038-2
Werner F, Prietzel J (2015) Standard protocol and quality assessment of soil phosphorus speciation by P K-Edge XANES spectroscopy. Environ Sci Technol 49:10521–10528. https://doi.org/10.1021/acs.est.5b03096
Wolfenden PJ, Lewin J (1978) Distribution of metal pollutants in active stream sediments. CATENA 5:67–78. https://doi.org/10.1016/S0341-8162(78)80007-1
Yang Y, Li S, Bi X, Wu P, Liu T, Li F, Liu C (2010) Lead, Zn, and Cd in slags, stream sediments, and soils in an abandoned Zn smelting region, southwest of China, and Pb and S isotopes as source tracers. J Soils Sedim 10:1527–1539. https://doi.org/10.1007/s11368-010-0253-z
Yucel DS, Baba A (2018) Determining water and sediment quality related to lead-zinc mining activity. Arch Environ Prot 44(3):19–30. https://doi.org/10.24425/aep.2018.122294
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This research has been financially supported by the Ministry of Science, Technological Development and Innovation of Republic of Serbia (contract no: 451–03-47/2023–01/200026).
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S.S: conceptualization, formal analysis, methodology, data curation, supervision, validation, visualization, and writing original draft. A.M.Z: investigation, validation, visualization, and writing—review and editing. N.S: methodology, software, and writing—review and editing. S.F.B: investigation, formal analysis, and writing—review and editing. I.K: formal analysis and writing—review and editing. D.Đ: conceptualization, methodology, supervision, and writing—review and editing.
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Sakan, S., Mihajlidi-Zelić, A., Sakan, N. et al. Potentially toxic elements in sediments near mines—a comprehensive approach for the assessment of pollution status and associated risk for the surface water environment. Environ Sci Pollut Res 31, 16613–16628 (2024). https://doi.org/10.1007/s11356-024-32178-4
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DOI: https://doi.org/10.1007/s11356-024-32178-4