Accumulation of Heavy Metals and Distribution of the Areas of Technogenic Loads in Balaklava Bay: Results of Long-Term Research
K. I. Gurov✉, E. A. Kotelyanets, Yu. S. Gurova
Marine Hydrophysical Institute of RAS, Sevastopol, Russian Federation
✉ e-mail: gurovki@gmail.com
Abstract
Purpose. The purpose of the study is to define the spatial distribution of heavy metal concentrations in bottom sediments and identify areas of technogenic load in Balaklava Bay in 2005–2019, using different geochemical coefficients and indices.
Methods and Results. The samples of the surface layer of bottom sediments (0–5 cm) were collected using a Peterson bottom grab in 2005, 2015, 2018 and 2019 and analyzed. The bulk content of elements was determined by the method of X-ray fluorescence analysis using a Spectroscan MAKS-G spectrometer. In order to assess the contribution of anthropogenic sources to bottom sediment pollution relative to the background content of metals in the coastal zone of the Crimean Peninsula shelf, the following indicators were applied: element concentration levels in sediments, total pollution indices, enrichment factors and geoaccumulation index. According to estimates of the degree of bottom sediments pollution in Balaklava Bay obtained from 2005 to 2019, the pollution level varied from low for elements such as V, Cr and Ni, to high for Cu, Zn and Pb. The most polluted areas were noted in the northern part of the basin, specifically in its central and apex parts. Bottom sediments in the Balaklava Bay basin southern part remained unpolluted throughout the period under study.
Conclusions. It has been shown that the elevated level of pollution in the bottom sediments of the northern part of the bay is the result of a complex impact of natural and anthropogenic factors. However, the proximity of the polluted areas to municipal and storm water runoffs and yacht marinas suggests that the anthropogenic contribution exceeds the natural one. Furthermore, the increase in the values of the studied indices and parameters indicates that this contribution is growing over time.
Keywords
Balaklava Bay, bottom sediments, heavy metals, contamination factors, enrichment factor, geoaccumulation index
Acknowledgements
The study was conducted under the state assignments of FSBSI FRC MHI FNNN-2024-0016, titled “Fundamental studies of the processes that determine the fluxes of matter and energy in marine environment and at its boundaries, the state and evolution of physical and biogeochemical structure of marine systems in modern conditions” and FNNN-2025-0001, titled “Monitoring of CO2 concentrations in the surface water layer and atmosphere in the inland seas of Russia”.
Original russian text
Original Russian Text © The Authors, 2025, published in MORSKOY GIDROFIZICHESKIY ZHURNAL, Vol. 41, Iss. 3, pp. 310–330 (2025)
For citation
Gurov, K.I., Kotelyanets, E.A. and Gurova, Yu.S., 2025. Accumulation of Heavy Metals and Distribution of the Areas of Technogenic Loads in Balaklava Bay: Results of Long-Term Research. Physical Oceanography, 32(3), pp. 326-346.
References
- Duan, L., Song, J., Liang, X., Yin, M., Yuan, H., Li, X., Ren, C., Zhou, B., Kang, X. [et al.], 2019. Dynamics and Diagenesis of Trace Metals in Sediments of the Changjiang Estuary. Science of the Total Environment, 675, pp. 247-259. https://doi.org/10.1016/j.scitotenv.2019.04.190
- Cukrov, N., Cindrić, A.-M., Omanović, D. and Cukrov, N., 2024. Spatial Distribution, Ecological Risk Assessment, and Source Identification of Metals in Sediments of the Krka River Estuary (Croatia). Sustainability, 16(5), 1800. https://doi.org/10.3390/su16051800
- Matishov, G.G., Bufetova, M.V. and Egorov, V.N., 2017. The Regulation of Flows of Heavy Metals into the Sea of Azov According to the Intensity of Sedimentation of Water Self-Purification. Science in the South of Russia, 13(1), pp. 44-58 (in Russian).
- Ledin, M., 2000. Accumulation of Metals by Microorganisms – Processes and Importance for Soil Systems. Earth-Science Reviews, 51(1-4), pp. 1-31. https://doi.org/10.1016/S0012-8252(00)00008-8
- Gnanasekaran, S. and Amal Raj, S., 2023. Heavy Metal Bioaccumulation in Sediment and Benthic Biota. In: B. A. Almayyahi, ed., 2023. Heavy Metals – Recent Advances. London: IntechOpen, pp. 1-15. https://doi.org/10.5772/intechopen.110015
- Kovrigina, N.P., Popov, M.A., Lisitskaya, E.V., Kuftarkova, E.A. and Gubanov, V.I., 2010. Complex Monitoring of Balaklava Bay (Black Sea) in 2000-2007. Marine Ecological Journal, 9(4), pp. 62-75 (in Russian).
- Lomakin, P.D. and Popov, M.A., 2011. Oceanological Characteristic and Estimation of the Water Pollution in the Balaklava Bay. Sevastopol: ECOSI-Gidrofizika, 184 p. (in Russian).
- Mukhametov, S.S. and Kondratev, S.I., 2018. Extreme Values of Hydrochemical Parameters in the Balaklava Bay Water in February 2015. Vestnik Moskovskogo Universiteta. Seriya 5, Geografiya, (5), pp. 14-21 (in Russian).
- Kubryakov, A.I. and Popov, M.A., 2005. Modeling of Circulation and Propagation of Contaminating Impurities in the Balaklava Bay. Physical Oceanography, 15(3), pp. 180-191. https://doi.org/10.1007/s11110-005-0040-3
- Fomin, V.V. and Repetin, L.N., 2005. Numerical Simulation of Wind Currents and Propagation of Impurities in the Balaklava Bay. Physical Oceanography, 15(4), pp. 232-246. https://doi.org/10.1007/s11110-005-0045-y
- Fomin, V.V. and Polozok, A.A., 2020. Wind Wave Regime in the Area of Balaklava Bay. Ecological Safety of Coastal and Shelf Zones of Sea, (2), pp. 53-67. https://doi.org/10.22449/2413-5577-2020-2-53-67 (in Russian).
- Gurov, K.I., Ovsyany, E.I., Kotelyanets, E.A. and Konovalov, S.K., 2015. Factors of Formation and Features of Physical and Chemical Characteristics of the Bottom Sediments in the Balaklava Bay (the Black Sea). Physical Oceanography, (4), pp. 46-52. https://doi.org/10.22449/1573-160X-2015-4-46-52
- Orekhova, N.A., Ovsyany, E.I., Gurov, K.I. and Popov, M.A., 2018. Organic Matter and Grain-Size Distribution of the Modern Bottom Sediments in the Balaklava Bay (the Black Sea). Physical Oceanography, 25(6), pp. 479-488. https://doi.org/10.22449/1573-160X-2018-6-479-488
- Kotelyanets, E.A., Gurov, K.I., Tikhonova, E.A. and Kondratev, S.I., 2019. Pollutants in Bottom Sediments in the Balaklava Bay (the Black Sea). Physical Oceanography, 26(5), pp. 414-424. https://doi.org/10.22449/1573-160X-2019-5-414-424
- Tikhonova, E.A., Kotelyanets, E.A. and Gurov, K.I., 2019. Content of Organic Compounds and Trace Metals in Bottom Sediments of the Balaklava Bay (the Black Sea). Ecological Safety of Coastal and Shelf Zones of Sea, (3), pp. 82-89. https://doi.org/10.22449/2413-5577-2019-3-82-89 (in Russian).
- Gurov, K.I. and Fomin, V.V., 2021. Mathematical Modeling the Dynamics of the Bottom Sediments Granulometric Composition in the Balaklava Bay Affected by the Wind Waves. Physical Oceanography, 28(1), pp. 78-89. https://doi.org/10.22449/1573-160X-2021-1-78-89
- Kremenchutskii, D.A. and Gurov, K.I., 2021. Distribution of 137Cs and 40K in the Bottom Sediments of the Balaklava Bay (the Black Sea). Physical Oceanography, 28(2), pp. 191-204. https://doi.org/10.22449/1573-160X-2021-2-191-204
- Soloveva, O.V., Tikhonova, E.A., Gurov, K.I. and Kotelyanets, E.A., 2023. Hydrocarbons Composition of Sea Bottom Sediments (Balaklava Bay, Black Sea). International Journal of Environmental Science and Technology, 20(3), pp. 2405-2416. https://doi.org/10.1007/s13762-022-04167-y
- Burgess, R.M., Terletskaya, A.V., Milyukin, M.V., Povolotskii, M., Demchenko, V.Y., Bogoslavskaya, T.A., Topkin, Y.V., Vorobyova, T.V., Petrov, A.N. [et al.], 2009. Concentration and Distribution of Hydrophobic Organic Contaminants and Metals in the Estuaries of Ukraine. Marine Pollution Bulletin, 58(8), pp. 1103-1115. https://doi.org/10.1016/j.marpolbul.2009.04.013
- Gurov, K.I., Kurinnaya, Yu.S. and Kotelyanets, E.A., 2021. Features of Accumulation and Spatial Distribution of Microelements in Bottom Sediments of the Crimea Coastal Regions. In: T. Chaplina, ed., 2021. Processes in GeoMedia – Volume III. Springer Geology Series. Cham: Springer, pp. 119-130. https://doi.org/10.1007/978-3-030-69040-3_12
- Bat, L., Ӧzkan, E.Y. and Ӧztekin, H.C., 2015. The Contamination Status of Trace Metals in Sinop Coast of the Black Sea, Turkey. Caspian Journal of Environmental Sciences, 13(1), pp. 1-10.
- Korablina, I.V., Barabashin, T.O. and Katalevsky, N.I., 2021. Heavy Metals in the Bottom Sediments of the Black Sea Northwestern Shelf in Recent Years. Physical Oceanography, 28(5), pp. 549-566. https://doi.org/10.22449/1573-160X-2021-5-549-566
- Ardila, P.A.R., Alonso, R.Á., Valsero, J.J.D., García, R.M., Cabrera, F. Á., Cosío, E.L. and Laforet, S.D., 2023. Assessment of Heavy Metal Pollution in Marine Sediments from Southwest of Mallorca Island, Spain. Environmental Science and Pollution Research, 30(7), pp. 16852-16866. https://doi.org/10.1007/s11356-022-25014-0
- Soliman, N.F., Nasr, S.M. and Okbah, M.A., 2015. Potential Ecological Risk of Heavy Metals in Sediments from the Mediterranean Coast, Egypt. Journal of Environmental Health Science and Engineering, 13(1), 70. https://doi.org/10.1186/s40201-015-0223-x
- Chifflet, S., Tedetti, M., Zouch, H., Fourati, R., Zaghden, H., Elleuch, B., Quéméneur, M., Karray, F. and Sayadi, S., 2019. Dynamics of Trace Metals in a Shallow Coastal Ecosystem: Insights from the Gulf of Gabès (Southern Mediterranean Sea). AIMS Environmental Science, 6(4), pp. 277-297. https://doi.org/10.3934/environsci.2019.4.277
- Youssef, M. and El-Sorogy, A., 2016. Environmental Assessment of Heavy Metal Contamination in Bottom Sediments of Al-Kharrar Lagoon, Rabigh, Red Sea, Saudi Arabia. Arabian Journal of Geosciences, 9(6), 474. https://doi.org/10.1007/s12517-016-2498-3
- Zhang, J. and Gao, X., 2015. Heavy Metals in Surface Sediments of the Intertidal Laizhou Bay, Bohai Sea, China: Distributions, Sources and Contamination Assessment. Marine Pollution Bulletin, 98(1-2), pp. 320-327. https://doi.org/10.1016/j.marpolbul.2015.06.035
- Fukushima, K., Saino, T. and Kodama, Y., 1992. Trace Metal Contamination in Tokyo Bay, Japan. Science of the Total Environment, 125, pp. 373-389. https://doi.org/10.1016/0048-9697(92)90402-E
- Bothner, M.H., Buchholtz Ten Brink, M. and Manheim, F.T., 1998. Metal Concentrations in Surface Sediments of Boston Harbor: Changes with Time. Marine Environmental Research, 45(2), pp. 127-155. https://doi.org/10.1016/S0141-1136(97)00027-5
- Ho, K.T., Burgess, R.M., Pelletier, M.C., Serbst, J.R., Ryba, S.A., Cantwell, M.G., Kuhn, A. and Raczelowski, P., 2002. An Overview of Toxicant Identification in Sediments and Dredged Materials. Marine Pollution Bulletin, 44(4), pp. 286-293. https://doi.org/10.1016/S0025-326X(01)00251-X
- Charlesworth, S., Everett, M., McCarthy, R., Ordóñez, A. and De Miguel, E., 2003. A Comparative Study of Heavy Metal Concentration and Distribution in Deposited Street Dusts in a Large and a Small Urban Area: Birmingham and Coventry, West Midlands, UK. Environment International, 29(5), pp. 563-573. https://doi.org/10.1016/S0160-4120(03)00015-1
- Lu, X., Wang, L., Lei, K., Huang, J. and Zhai, Y., 2009. Contamination Assessment of Copper, Lead, Zinc, Manganese and Nickel in Street Dust of Baoji, NW China. Journal of Hazardous Materials, 161(2-3), pp. 1058-1062. https://doi.org/10.1016/j.jhazmat.2008.04.052
- Chon, H.-T., Kim, K.-W. and Kim, J.-Y. Metal Contamination of Soils and Dusts in Seoul Metropolitan City, Korea. Environmental Geochemistry and Health, 17(3), pp. 139-146. https://doi.org/10.1007/BF00126082
- Hakanson, L., 1980. An Ecological Risk Index for Aquatic Pollution Control. A Sedimentological Approach. Water Research, 14(8), pp. 975-1001. https://doi.org/10.1016/0043-1354(80)90143-8
- Tomlinson, D.L., Wilson, J.G., Harris, C.R. and Jeffrey, D.W., 1980. Problems in the Assessment of Heavy-Metal Levels in Estuaries and the Formation of a Pollution Index. Helgoländer Meeresuntersuchungen, 33(1-4), pp. 566-575. http://dx.doi.org/10.1007/BF02414780
- Muller, G., 1979. Schwermetalle in den Sedimenten des Rheins: Veranderungen seit 1971. Umschau, 79, pp. 778-783 (in German).
- Ovsyany, E.I., Kotelyanets, E.A. and Orekhova, N.A., 2009. Arsenic and Heavy Metals in the Bottom Sediments of the Balaklava Bay (Black Sea). Physical Oceanography, 19(4), pp. 254-266. https://doi.org/10.1007/s11110-009-9048-4
- Bantan, R.A., Al-Dubai, T.A. and Al-Zubieri, A.G., 2020. Geo-Environmental Assessment of Heavy Metals in the Bottom Sediments of the Southern Corniche of Jeddah, Saudi Arabia. Marine Pollution Bulletin, 161, part A, 111721. https://doi.org/10.1016/j.marpolbul.2020.111721
- Habib, S.B., Hossain, M.B., Hossain, Md.S., Jolly, Y.N. and Sarker, S., 2021. Ecological Risk Evaluation in Bottom-Surface Sediments and Sub-Surface Water in the Subtropical Meghna Estuarine System. Heliyon, 7(11), e08324. https://doi.org/10.1016/j.heliyon.2021.e08324
- Zoller, W.H., Gladney, E.S. and Duce, R.A., 1974. Atmospheric Concentrations and Sources of Trace Metals at the South Pole. Science, 183(4121), pp. 198-200. https://doi.org/10.1126/science.183.4121.198
- Liu, R., Bao, K., Yao, S., Yang, F. and Wang, X., 2018. Ecological Risk Assessment and Distribution of Potentially Harmful Trace Elements in Lake Sediments of Songnen Plain, NE China. Ecotoxicology and Environmental Safety, 163(10), pp. 117-124. https://doi.org/10.1016/j.ecoenv.2018.07.037
- Mehlhorn, P., Newman, B. and Haberzettl, T., 2024. Comparison of Different Normalisers for Identifying Metal Enrichment of Sediment: A Case Study from Richards Bay Harbour, South Africa. In: G.P. von Maltitz, G.F. Midgley, J. Veitch, C. Brümmer, R.P. Rötter, F.A. Veihberg and M. Veste, eds., 2024. Sustainability of Southern African Ecosystems under Global Change. Ecological Studies Series, vol. 248. Cham: Springer, pp. 787-814. https://doi.org/10.1007/978-3-031-10948-5_27
- Jaskuła, J., Sojka, M., Fiedler, M. and Wróżyński, R., 2021. Analysis of Spatial Variability of River Bottom Sediment Pollution with Heavy Metals and Assessment of Potential Ecological Hazard for the Warta River, Poland. Minerals, 11(3), 327. https://doi.org/10.3390/min11030327
- Ontiveros-Cuadras, J.F., Ruiz-Fernández, A.C., Pérez-Bernal, L.H., Raygoza-Viera, J.R. and Sanchez-Cabeza, J.-A., 2021. Historical Reconstruction of Trace Element Concentrations and Fluxes in a Tropical Coastal Lagoon (Mexican Pacific) Derived from 210Pb Radiochronology. Continental Shelf Research, 213, 104315. https://doi.org/10.1016/j.csr.2020.104315
- Zhang, J. and Liu, C.L., 2002. Riverine Composition and Estuarine Geochemistry of Particulate Metals in China – Weathering Features, Anthropogenic Impact and Chemical Fluxes. Estuarine, Coastal and Shelf Science, 54(6), pp. 1051-1070. https://doi.org/10.1006/ecss.2001.0879
- Essien, J.P., Antai, S.P. and Olajire, A.A., 2009. Distribution, Seasonal Variations and Ecotoxicological Significance of Heavy Metals in Sediments of Cross River Estuary Mangrove Swamp. Water, Air, and Soil Pollution, 197(1-4), pp. 91-105. https://doi.org/10.1007/s11270-008-9793-x
- Salomons, W. and Förstner, U., 1984. Metals in the Hydrocycle. Berlin, Heidelberg: Springer-Verlag, 352 p. https://doi.org/10.1007/978-3-642-69325-0
- Özşeker, K., Erüz, C. and Terzi̇, Y., 2022. Evaluation of Toxic Metals in Different Grain Size Fractions of Sediments of the Southeastern Black Sea. Marine Pollution Bulletin, 182, 113959. https://doi.org/10.1016/j.marpolbul.2022.113959
- Que, W., Yi, L., Wu, Y. and Li, Q., 2024. Analysis of Heavy Metals in Sediments with Different Particle Sizes and Influencing Factors in a Mining Area in Hunan Province. Scientific Reports, 14(1), 20318. https://doi.org/10.1038/s41598-024-71502-3
- Abdallah, M.A.M., 2023. Accumulation and Distribution of Heavy Metals in Surface Sediments from the Continental Shelf Adjacent to Abu Qir Bay, Egypt, as a Function of Grain Size. Geo-Marine Letters, 43(1), 2. https://doi.org/10.1007/s00367-022-00743-w