Skip to main content
Log in

Trace elements in the shoreline and seabed sediments of the southern Caspian Sea: investigation of contamination level, distribution, ecological and human health risks, and elemental partition coefficient

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

This study assesses the occurrence of trace elements (TEs) in sediments of the southern Caspian Sea. A total of 16 shoreline sediment samples and 15 seabed sediment samples along five coastal transects were studied. The mean concentration of TEs follows the order of Zn > V > Cr > Ni > Cu > Pb > Co > As > Sb > Mo > Cd. The TEs had an uneven, heterogeneous distribution within the shoreline and seabed sampling sites. This is due to that the study area comprises a large number of different pollution sources, also different sediment physicochemical characteristics. Levels of individual TEs within the seabed sediment transects were higher where their shoreline sites had higher concentrations, reflecting that the coastal sites play an important role in diffusing the contaminants towards the sea. The main anthropogenic source of TEs in this highly populated region, especially in the western part, is likely a large number of discharge points of greywater entering the sea. In addition, dominant fishing industry, tourism, intense agriculture, and textile and paper industry, as well as several other commercial activities, contribute significantly to the overall loading of TEs. Based on the statistical analyses, the organic matter and mud fraction had a strong explanatory value for the spatial variation of Cu, while oxyhydroxides of Fe and Mn had good explanatory factors to govern the spatial variation of other TEs. Pb and Zn had a relatively high partition coefficient (Kd), reflecting the affinity of these elements to be sorbed to the sediment phase. Cd and Sb had lower Kd, tending to remain in the aqueous phase. Geochemical indices indicated high enrichment of Cd, Sb, Zn, and Pb at a number of sampling sites, reflecting potential local sources of contamination. The Sisangan recreational area was identified as the most contaminated site. From a public health perspective, the non-carcinogenic risk of TEs was significant only at this site. The carcinogenic risks of Pb(II) and As(III) in adults, and Pb(II), Cd(II), and As(III) in children, were tolerable.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Abadi M, Zamani A, Parizanganeh A, Khosravi Y, Badiee H (2019) Distribution pattern and pollution status by analysis of selected heavy metal amounts in coastal sediments from the southern Caspian Sea. Environ Monit Assess 191(3):144. https://doi.org/10.1007/s10661-019-7261-2

  • Abdi MR, Hassanzadeh S, Kamali M, Raji HR (2009) 238U, 232Th, 40K and 137Cs activity concentrations along the southern coast of the Caspian Sea, Iran. Mar Pollut Bull 58(5):658–662. https://doi.org/10.1016/j.marpolbul.2009.01.009

  • Afshin Y (1994) Iran rivers. Ministry of Energy Publication, Tehran, p 1187 [In Persian]

    Google Scholar 

  • Agah H, Hashtroodi M, Baeyens W (2011) Trace metals analysis in the sediments of the Southern Caspian Sea. J Pers Gulf 2(6):1–12. http://jpg.inio.ac.ir/article-1-43-fa.html

  • Ahmed M, Abdallah M (2008) Trace metal behavior in Mediterranean-climate Coastal Bay: El-Mex Bay, Egypt and its coastal environment. Global J Environ Res 2:23–29

  • Alizadeh H, Naderi Beni A, Tavakoli V (2018) Heavy metals in coastal sediments of South Caspian Sea: natural or anthropogenic source? Caspian J Environ Sci 16(1):45–61. https://cjes.guilan.ac.ir/article_2781.html

  • Allison, J., Allison, T., 2005. Partition coefficients for metals in surface water, soil, and waste. Rep. EPA/600/R-05.

  • Anbuselvan N, Senthil Nathan D, Sridharan M (2018) Heavy metal assessment in surface sediments off Coromandel Coast of India: implication on marine pollution. Mar Pollut Bull 131:712–726. https://doi.org/10.1016/j.marpolbul.2018.04.074

  • Anderson PR, Christensen TH (1988) Distribution coefficients of Cd, Co, Ni, and Zn in soils. J Soil Sci 39(1):15–22. https://doi.org/10.1111/j.1365-2389.1988.tb01190.x

  • Barbosa RN, Overstreet C (2011) What is soil electrical conductivity. LSU AgCenter

  • Bastami KD, Bagheri H, Haghparast S, Soltani F, Hamzehpoor A, Bastami MD (2012) Geochemical and geo-statistical assessment of selected heavy metals in the surface sediments of the Gorgan Bay, Iran. Mar Pollut Bull 64(12):2877–2884. https://doi.org/10.1016/j.marpolbul.2012.08.015

  • 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(1-2):237–243. https://doi.org/10.1016/j.marpolbul.2014.12.035

  • Bing H, Wu Y, Zhou J, Sun H, Wang X, Zhu H (2019) Spatial variation of heavy metal contamination in the riparian sediments after two-year flow regulation in the Three Gorges Reservoir, China. Sci Total Environ 649:1004–1016. https://doi.org/10.1016/j.scitotenv.2018.08.401

  • Bohluly A, Esfahani FS, Namin MM, Chegini F (2018) Evaluation of wind induced currents modeling along the Southern Caspian Sea. Cont Shelf Res 153:50–63.https://doi.org/10.1016/j.csr.2017.12.008

  • Bouyoucos GJ (1962) Hydrometer method improved for making particle size analyses of soils. J Agron 54(5):464–465

  • Brady JP, Ayoko GA, Martens WN, Goonetilleke A (2015) Development of a hybrid pollution index for heavy metals in marine and estuarine sediments. Environ Monit Assess 187:306. https://doi.org/10.1007/s10661-015-4563-x

    Article  Google Scholar 

  • CEP (2002) Diagnostic Transboundary analysis for the Caspian Sea, vol 2. The Caspian Environment Program, Baku https://ceic-portal.net/index.php/az/node/3060

    Google Scholar 

  • De Mora S, Sheikholeslami MR, Wyse E, Azemard S, Cassi R (2004) An assessment of metal contamination in coastal sediments of the Caspian Sea. Mar Pollut Bull 48(1-2):61–77. https://doi.org/10.1016/S0025-326X(03)00285-6

  • De Mora SJ, Turner T (2004) The Caspian Sea: a microcosm for environmental science and international cooperation. Mar Pollut Bull 48:26–29. https://doi.org/10.1016/S0025-326X(03)00285-6

  • Delshab H, Farshchi P, Keshavarzi B (2017) Geochemical distribution, fractionation and contamination assessment of heavy metals in marine sediments of the Asaluyeh port, Persian Gulf. Mar Pollut Bull 115(1-2):401–411. https://doi.org/10.1016/j.marpolbul.2016.11.033

  • Duan CJ, Fang LC, Yang CL, Chen WB, Cui YX, Li SQ (2018) Reveal the response of enzyme activities to heavy metals through in situ zymography. Ecotoxicol Environ Saf 156:106–115. https://doi.org/10.1016/j.ecoenv.2018.03.015

  • 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

    Article  CAS  Google Scholar 

  • El Baz SM, Khalil MM (2018) Assessment of trace metals contamination in the coastal sediments of the Egyptian Mediterranean coast. J Afr Earth Sci 143:195–200. https://doi.org/10.1016/j.jafrearsci.2018.03.029

  • Evans RJ, Davies RJ, Stewart SA (2007) Internal structure and eruptive history of a kilometer scale mud volcano system, South Caspian Sea. Basin Res 19:153–163. https://doi.org/10.1111/j.1365-2117.2007.00315.x

  • Feng C, Guo X, Yin S, Tian C, Li Y, Shen Z (2017) Heavy metal partitioning of suspended particulate matter–water and sediment–water in the Yangtze estuary. Chemosphere 185:717–725. https://doi.org/10.1016/J.CHEMOSPHERE.2017.07.075

    Article  CAS  Google Scholar 

  • Gandhi KS, Pradhap D, Saravanan P, Krishnakumar S, Kasilingam K, Patel HS et al (2020) Metal concentration and its ecological risk assessment in the beach sediments of Coromandel Coast, Southern India. Mar Pollut Bull 160:111565. https://doi.org/10.1016/j.marpolbul.2020.111565

  • Ghanbarpour MR, Goorzadi M, Vahabzade G (2013) Spatial variability of heavy metals in surficial sediments: Tajan River Watershed, Iran. Sustain Water Qual Ecol 1:48–58. https://doi.org/10.1016/j.swaqe.2014.04.002

  • Giralt S, Julia R, Leroy SAG, Gasse F (2003) Cyclic water level oscillations of the Kara Bogaz Gol–Caspian Sea system. Earth Planet Sci Lett 212:225–239. https://doi.org/10.1016/j.swaqe.2014.04.002

  • Gopal V, Krishnamurthy RR, Kiran DS, Magesh NS, Jayaprakash M (2020) Trace metal contamination in the marine sediments off Point Calimere, Southeast coast of India. Mar Pollut Bull 161:111764. https://doi.org/10.1016/j.marpolbul.2020.111764

  • Hakanson L (1980) An 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

    Article  Google Scholar 

  • Heiri O, Lotter AF, Lemcke G (2001) Loss on ignition as a method for estimating organic and carbonate content in sediments: reproducibility and comparability of results. J Paleolimnol 25(1):101–110. https://doi.org/10.1023/A:1008119611481

  • Holland HD, Turekian KK (eds) (2010) Geochemistry of earth surface systems: a derivative of the treatise on geochemistry. Academic Press

  • Jiang X, Teng A, Xu W, Liu X (2014) Distribution and pollution assessment of heavy metals in surface sediments in the Yellow Sea. Mar Pollut Bull 83(1):366–375. https://doi.org/10.1016/j.marpolbul.2014.03.020

  • Kalantari MR, Ebadi AG (2006) Measurement of some heavy metals in sediments from two great rivers (Tajan and Neka) of Iran. J Appl Sci 6:1071–1073. https://scialert.net/abstract/?doi=jas.2006.1071.1073

  • Karageorgis AP, Botsou F, Kaberi H, Iliakis S (2020) Geochemistry of major and trace elements in surface sediments of the Saronikos Gulf (Greece): assessment of contamination between 1999 and 2018. Sci Total Environ 717:137046. https://doi.org/10.1016/j.scitotenv.2020.137046

  • Kim BSM, Bícego MC, Taniguchi S, Siegle E, Oliveira R, Alcántara-Carrió J, Figueira RCL (2018) Organic and inorganic contamination in sediments from Araçá Bay, São Sebastião, Brazil. Ocean Coast Manag 164:42–51. https://doi.org/10.1016/j.ocecoaman.2017.12.028

  • Klige RN, Selivanov AD (1995) Budget of sedimentary material in the Caspian Sea and its possible role in water-level changes. Water Res 22:330–335

    Google Scholar 

  • Kostianoy AG, Kosarev AN (eds) (2005) The Caspian sea environment, vol 5. Springer Science & Business Media

  • Lahijani H, Tavakoli V (2012) Identifying provenance of South Caspian coastal sediments using mineral distribution pattern. Quat Int 261:128–137. https://doi.org/10.1016/j.quaint.2011.04.021

  • Li T, Sun G, Yang C, Liang K, Ma S, Huang L, Luo W (2019) Source apportionment and source-to-sink transport of major and trace elements in coastal sediments: combining positive matrix factorization and sediment trend analysis. Sci Total Environ 651:344–356. https://doi.org/10.1016/j.scitotenv.2018.09.198

  • Liu JJ, Ni ZX, Diao ZH, Hu YX, Xu XR (2018) Contamination level, chemical fraction and ecological risk of heavy metals in sediments from Daya Bay, South China Sea. Mar Pollut Bull 128:132–139. https://doi.org/10.1016/j.marpolbul.2018.01.021

  • Liu M, Zhang A, Liao Y, Chen B, Fan D (2015) The environment quality of heavy metals in sediments from the central Bohai Sea. Mar Pollut Bull 100(1):534–543. https://doi.org/10.1016/j.marpolbul.2015.09.001

  • Long ER, MacDonald DD (1998) Recommended uses of empirically derived, sediment quality guidelines for marine and estuarine ecosystems. Human Ecologic Risk Assess: Int J 4:1019–1039. https://doi.org/10.1080/10807039891284956

  • Long ER, Macdonald DD, Smith SL, Calder FD (1995) Incidence of adverse biological effects within ranges of chemical concentrations in marine and estuarine sediments. Environ Manag 19:81–97. https://doi.org/10.1007/BF02472006

    Article  Google Scholar 

  • Maanan M, Saddik M, Maanan M, Chaibi M, Assobhei O, Zourarah B (2015) Environmental and ecological risk assessment of heavy metals in sediments of Nador lagoon. Morocco Ecol Indic 48:616–626. https://doi.org/10.1016/j.ecolind.2014.09.034

    Article  CAS  Google Scholar 

  • MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Arch Environ Contam Toxicol 39(1):20–31. https://doi.org/10.1007/s002440010075

  • Manikandan S (2011) Measures of central tendency: the mean. J Pharmacol Pharmacother 2(2):140–142. http://www.jpharmacol.com/text.asp?2011/2/2/140/81920

  • McCready S, Birch GF, Long ER (2006) Metallic and organic contaminants in sediments of Sydney Harbour, Australia and vicinity-a chemical dataset for evaluating sediment quality guidelines. Environ Int 32:455–465. https://doi.org/10.1016/j.envint.2005.10.006

    Article  Google Scholar 

  • Menchaca I, Borja Á, Belzunce-Segarra MJ, Franco J, Garmendia JM, Larreta J, Rodríguez JG (2012) An empirical approach to the determination of metal regional sediment quality guidelines, in marine waters, within the European water framework directive. Chem Ecol 28:205–220. https://doi.org/10.1080/02757540.2011.651129

    Article  CAS  Google Scholar 

  • Merhaby D, Ouddane B, Net S, Halwani J (2018) Assessment of trace metals contamination in surficial sediments along Lebanese Coastal Zone. Mar Pollut Bull 133:881–890. https://doi.org/10.1016/j.marpolbul.2018.06.031

  • Mirnategh SB, Shabanipour N, Sattari M (2018) Seawater, sediment and fish tissue heavy metal assessment in southern coast of Caspian Sea. Int J Pharmaceut Res Allied Sci 7(3):116–125

    CAS  Google Scholar 

  • Moore F, Nematollahi MJ, Keshavarzi B (2015) Heavy metals fractionation in surface sediments of Gowatr bay-Iran. Environ Monit Assess 187(1):4117. https://doi.org/10.1016/j.marpolbul.2018.06.031

  • Naifar I, Pereira F, Zmemla R, Bouaziz M, Elleuch B, Garcia D (2018) Spatial distribution and contamination assessment of heavy metals in marine sediments of the southern coast of Sfax, Gabes Gulf, Tunisia. Mar Pollut Bull 131:53–62. https://doi.org/10.1016/j.marpolbul.2018.06.031

  • Naji A, Sohrabi T (2015) Distribution and contamination pattern of heavy metals from surface sediments in the southern part of Caspian Sea, Iran. Chem Speciat Bioavailab 27(1):29–43. https://doi.org/10.1080/09542299.2015.1023089

  • Nematollahi MJ, Ebrahimi M (2015) Investigation of heavy metals origin in surface sediments of Gowatr Bay, SE Iran using geostatistical analyses. Geochem J 2

  • Nematollahi MJ, Keshavarzi B, Zaremoaiedi F, Rajabzadeh MA, Moore F (2020c) Ecological-health risk assessment and bioavailability of potentially toxic elements (PTEs) in soil and plant around a copper smelter. Environ Monit Assess 192(10):1–19. https://doi.org/10.1007/s10661-020-08589-4

  • Nematollahi MJ (2020) Microplastics (MPs) and Potentially Toxic Elements (PTEs) Occurrence in South Caspian Coastal Ecosystem, Mazandaran Province, Ph.D. dissertation. Shiraz University, Shiraz

    Google Scholar 

  • Nematollahi MJ, Dehdaran S, Moore F, Keshavarzi B (2020b) Potentially toxic elements and polycyclic aromatic hydrocarbons in street dust of Yazd, a central capital city in Iran: contamination level, source identification, and ecological–health risk assessment. Environ Geochem Health 43:485–519. https://doi.org/10.1007/s10653-020-00682-4

    Article  CAS  Google Scholar 

  • Nematollahi MJ, Moore F, Keshavarzi B, Vogt RD, Saravi HN, Busquets R (2020a) Microplastic particles in sediments and waters, south of Caspian Sea: Frequency, distribution, characteristics, and chemical composition. Ecotoxicol Environ Saf 206:111137. https://doi.org/10.1007/s10661-020-08589-4

  • Pansu M, Gautheyrou J (2007) Handbook of soil analysis: mineralogical, organic and inorganic methods. Springer Science & Business Media

  • Qingjie G, Jun D, Yunchuan X, Qingfei W, Liqiang Y (2008) Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. J China Univ Geosci 19:230–241. https://doi.org/10.1016/S1002-0705(08)60042-4

    Article  Google Scholar 

  • Ribeiro C, Couto C, Ribeiro AR, Maia AS, Santos M, Tiritan ME, Almeida AA (2018) Distribution and environmental assessment of trace elements contamination of water, sediments and flora from Douro River estuary, Portugal. Sci Total Environ 639:1381–1393. https://doi.org/10.1016/j.scitotenv.2018.05.234

  • Rosado D, Usero J, Morillo J (2016) Assessment of heavy metals bioavailability and toxicity toward Vibrio fischeri in sediment of the Huelva Estuary. Chemosphere 153:10–17. https://doi.org/10.1016/j.chemosphere.2016.03.040

  • Ruiz-Compean P, Ellis J, Curdia J, Payumo R, Langner U, Jones B, Carvalho S (2017) Baseline evaluation of sediment contamination in the shallow coastal areas of Saudi Arabian Red Sea. Mar Pollut Bull 123(1-2):205–218. https://doi.org/10.1016/j.marpolbul.2017.08.059

  • Ryan, J., Estefan, G., Rashid, A., 2007. Soil and plant analysis laboratory manual-Google Books.

    Google Scholar 

  • Salem DMA, Khaled A, El Nemr A, El-Sikaily A (2014) Comprehensive risk assessment of heavy metals in surface sediments along the Egyptian Red Sea coast. Egypt J Aquat Res 40(4):349–362. https://doi.org/10.1016/j.ejar.2014.11.004

  • Samanta S, Amrutha K, Dalai TK, Kumar S (2017) Heavy metals in the Ganga (Hooghly) river estuary sediment column: evaluation of association, geochemical cycling and anthropogenic enrichment. Environ Earth Sci 76:140. https://doi.org/10.1007/s12665-017-6451-x

    Article  CAS  Google Scholar 

  • Saravi SS, Karami B, Karami S, Shokrzadeh M (2012) Evaluation of metal pollution in fish and water collected from Gorgan coast of the Caspian Sea, Iran. Bull Environ Contam Toxicol 89(2):419–423. https://doi.org/10.1007/s00128-012-0670-3

  • Singovszka E, Balintova M, Demcak S, Pavlikova P (2017) Metal pollution indices of bottom sediment and surface water affected by acid mine drainage. Metals:7. https://doi.org/10.1007/s00128-012-0670-3

  • Smith SL, MacDonald DD, Keenleyside KA, Ingersoll CG, Field LJ (1996) A preliminary evaluation of sediment quality assessment values for freshwater ecosystems. J Great Lakes Res 22:624–638. https://doi.org/10.1016/S0380-1330(96)70985-1

    Article  CAS  Google Scholar 

  • Sohrabi T, Ismail A, Nabavi MB (2010) Distribution and normalization of some metals in surface sediments from South Caspian Sea. Bull Environ Contam Toxicol 85(5):502–508. https://doi.org/10.1007/s00128-010-0112-z

  • Song Y, Choi MS, Lee JY, Jang DJ (2014) Regional background concentrations of heavy metals (Cr, Co, Ni, Cu, Zn, Pb) in coastal sediments of the South Sea of Korea. Sci Total Environ 482:80–91. https://doi.org/10.1016/j.scitotenv.2014.02.068

  • Stephen-Pichaimani V, Jonathan MP, Srinivasalu S, Rajeshwara-Rao N, Mohan SP (2008) Enrichment of trace metals in surface sediments from the northern part of Point Calimere, SE coast of India. Environ Geol 55(8):1811–1819. https://doi.org/10.1007/s00254-007-1132-9

  • Sutherland RA (2000) A comparison of geochemical information obtained from two fluvial bed sediment fractions. Environ Geol 39(3-4):330–341. https://doi.org/10.1007/s002540050012

  • Tabari S, Saravi SSS, Bandany GA, Dehghan A, Shokrzadeh M (2010) Heavy metals (Zn, Pb, Cd and Cr) in fish, water and sediments sampled form Southern Caspian Sea, Iran. Toxicol Ind Health 26(10):649–656. https://doi.org/10.1177/0748233710377777

  • Thanh-Nho N, Strady E, Nhu-Trang T, David F, Marchand C (2018) Trace metals partitioning between particulate and dissolved phases along a tropical mangrove estuary (can Gio, Vietnam). Chemosphere 196:311–322. https://doi.org/10.1016/J.CHEMOSPHERE.2017.12.189

    Article  CAS  Google Scholar 

  • Tukura B (2015) Heavy metals pollution of water and sediment in Mada River, Nigeria. J Scient Res Rep 6:157–164. https://doi.org/10.9734/JSRR/2015/14803

  • Turner A (1996) Trace-metal partitioning in estuaries: importance of salinity and particle concentration. Mar Chem 54:27–39. https://doi.org/10.1016/0304-4203(96)00025-4

    Article  CAS  Google Scholar 

  • Tunde OL, Oluwagbenga AP (2020) Assessment of heavy metals contamination and sediment quality in Ondo coastal marine area, Nigeria. J Afr Earth Sci 170:103903. https://doi.org/10.1016/j.jafrearsci.2020.103903

  • USEPA, 1986. Method 9081: cation-exchange capacity of soils (sodium acetate), part of test methods for evaluating solid waste, physical/chemical methods. https://www.epa.gov/sites/production/files/2015-12/documents/9081.pdf.

  • USEPA (2011) Exposure factors handbook 2011 edition (Final Report). Washington, D.C: National Center for Environmental Assessment, Office of Research and Development, U.S. Environmental Protection Agency 20460. EPA/600/R-09/052F

  • Usman AR, Alkredaa RS, Al-Wabel MI (2013) Heavy metal contamination in sediments and mangroves from the coast of Red Sea: Avicennia marina as potential metal bioaccumulator. Ecotoxicol Environ Safety 97:263–270. https://doi.org/10.1016/j.ecoenv.2013.08.009

  • Violintzis C, Arditsoglou A, Voutsa D (2009) Elemental composition of suspended particulate matter and sediments in the coastal environment of Thermaikos Bay, Greece: delineating the impact of inland waters and wastewaters. J Hazard Mater 166:1250–1260. https://doi.org/10.1016/j.jhazmat.2008.12.046

    Article  CAS  Google Scholar 

  • Voropaev, G.V., 1986. The Caspian Sea: hydrology and hydrochemistry. Nauka, Moscow [In Russian].

  • Wang H, Wang J, Liu R, Yu W, Shen Z (2015) Spatial variation, environmental risk and biological hazard assessment of heavy metals in surface sediments of the Yangtze River estuary. Mar Pollut Bull 93(1-2):250–258. https://doi.org/10.1016/j.marpolbul.2015.01.026

  • Wang X, Cai Q, Ye L, Qu X (2012) Evaluation of spatial and temporal variation in stream water quality by multivariate statistical techniques: a case study of the Xiangxi River basin, China. Quat Int 282:137–144.https://doi.org/10.1016/j.quaint.2012.05.015

  • Xu F, Hu B, Yuan S, Zhao Y, Dou Y, Jiang Z, Yin X (2018) Heavy metals in surface sediments of the continental shelf of the South Yellow Sea and East China Sea: Sources, distribution and contamination. Catena 160:194–200. https://doi.org/10.1016/j.catena.2017.09.022

  • Xu F, Qiu L, Cao Y, Huang J, Liu Z, Tian X, Li A, Yin X (2016) Trace metals in the surface sediments of the intertidal Jiaozhou Bay, China: sources and contamination assessment. Mar Pollut Bull 104(1-2):371–378. https://doi.org/10.1016/j.marpolbul.2016.01.019

  • Zhao Y, Xu M, Liu Q, Wang Z, Zhao L, Chen Y (2018) Study of heavy metal pollution, ecological risk and source apportionment in the surface water and sediments of the Jiangsu coastal region, China: a case study of the Sheyang Estuary. Mar Pollut Bull 137:601–609. https://doi.org/10.1016/j.marpolbul.2018.10.044

Download references

Acknowledgements

The authors wish to state their gratefulness to Iran’s National Elites Foundation (INEF) and Shiraz University Research Committee for logistic supports.

Availability of data and materials

All data generated or analyzed during this study are included in this published article (and its supplementary information files).

Funding

The authors received supports from the X-ray diffraction laboratory of the Department of Chemistry at the University of Oslo, Caspian Sea Ecology Research Center (CSERC), and Medical Geology Research Center of Shiraz University to carry out this research.

Author information

Authors and Affiliations

Authors

Contributions

MJN: writing—original draft, conceptualization, methodology, software, formal analysis, investigation, visualization, resources

BK: supervision, resources

FM: supervision, resources

RDV: resources, reviewing, and editing

HNS: supervision

Corresponding author

Correspondence to Behnam Keshavarzi.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Conflict of interest

The authors declare no competing interests.

Additional information

Responsible Editor: V. V.S.S. Sarma

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nematollahi, M.J., Keshavarzi, B., Moore, F. et al. Trace elements in the shoreline and seabed sediments of the southern Caspian Sea: investigation of contamination level, distribution, ecological and human health risks, and elemental partition coefficient. Environ Sci Pollut Res 28, 60857–60880 (2021). https://doi.org/10.1007/s11356-021-14678-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-14678-9

Keywords

Navigation