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Spatial enrichment assessment, source identification and health risks of potentially toxic elements in surface sediments, Central Asian countries

  • Sediments, Sec 1 • Sediment Quality and Impact Assessment • Research Article
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Abstract

Purpose

Potentially toxic elements (PTEs), particularly metallic elements, are some of the most dangerous pollutants found in surface sediments due to their toxicity and persistence. Given the contamination-related issues for sediments in Central Asian countries (CACs), a combination of risk assessment and source apportionment was used in characterizing the pollution sources and source-specific risks of metallic elements in the sediments of CACs.

Materials and methods

Surface sediment samples collected from 254 sites across the CACs were analysed for PTEs. The calculation of enrichment factor (EF) and the assessments of health risks were devoted to identifying contamination and risk characteristics, including geomorphic- and watershed-driven variability. Multivariate statistical analyses were applied to quantitatively identify contamination sources.

Results and discussion

The results suggested that Cr, Cu and Ni were minimally enriched, Pb was moderately enriched, and Zn was significantly enriched. Interestingly, the EF of Pb was considerably higher in the northwest plain of the CAC region, but that of Zn was distributed across the study area. Source apportionment indicated that natural and anthropogenic sources accounted for 40.42% and 59.58% of the total contamination, respectively. Overall, the non-carcinogenic risks caused by PTEs were acceptable, but Cr and Pb exhibited higher non-carcinogenic effects in the Caspian Sea-Ural River and Ishim River regions. Moreover, fuel combustion, atmospheric deposition and industrial activities made higher contributions than other sources to the ecological risk of PTEs in the CACs.

Conclusions

This study will advance our knowledge of spatial differences, contamination risks and source identification for PTEs in sediments and provide a scientific basis for policy makers to design environmental strategies in the CACs.

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References

  • Abuduwaili J, Yang ZP (2006) Analysis on the exploitation actuality and potential of natural resources in Russia and the five countries in Central Asia. Arid Land Geogr 29:588–597 ((in Chinese))

    Google Scholar 

  • Adimalla N (2020) Heavy metals contamination in urban surface soils of Medak province, India, and its risk assessment and spatial distribution. Environ Geochem Hlth 42:59–75

    Article  CAS  Google Scholar 

  • Atamaleki A, Sadani M, Raoofi A, Miri A, Bajestani SG, Fakhri Y, Heidarinejad Z, Khaneghah AM (2020) The concentration of potentially toxic elements in eggs: a systematic review-meta-analysis and probabilistic health risk assessment. Trends Food Sci Tech 95:1–5

    Article  CAS  Google Scholar 

  • Barron MG, Ashurova ZJ, Kukaniev MA, Avloev HK, Khaidarov KK, Jamshedov JN, Rahmatullova OS, Atolikshoeva SS, Mamadshova SS, Manzenyuk O (2017) Residues of organochlorine pesticides in surface soil and raw foods from rural areas of the Republic of Tajikistan. Environ Pollut 224:494–502

    Article  CAS  Google Scholar 

  • Barsova N, Yakimenko O, Tolpeshta I, Motuzova G (2019) Current state and dynamics of heavy metal soil pollution in Russian Federation––A review. Environ Pollut 249:200–207

    Article  CAS  Google Scholar 

  • Bing HJ, Wu YH, Zhou J, Sun HY, Wang XX, 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

    Article  CAS  Google Scholar 

  • Bobojonov I, Aw-Hassan A (2014) Impacts of climate change on farm income security in Central Asia: an integrated modeling approach. Agric Ecosyst Environ 188:245–255

    Article  Google Scholar 

  • Boës X, Rydberg J, Martinez-Cortizas A, Bindler R, Renberg I (2011) Evaluation of conservative lithogenic elements (Ti, Zr, Al, and Rb) to study anthropogenic element enrichments in lake sediments. J Paleolimnol 46:75–87

    Article  Google Scholar 

  • Chapman PM (2012) “Heavy metal’’—cacophony, not symphony. Integr Environ Asses 8:216

    Article  Google Scholar 

  • Chen HY, Teng YG, Lu SJ, Wang YY, Wang JS (2015) Contamination features and health risk of soil heavy metals in China. Sci Total Environ 512–513:143–153

    Article  Google Scholar 

  • Chen HY, Teng YG, Li J, Wu J, Wang JS (2016) Source apportionment of trace metals in river sediments: a comparison of three methods. Environ Pollut 211:28–37

    Article  CAS  Google Scholar 

  • Chen RH, Chen HY, Song LT, Yao ZP, Meng FS, Teng YG (2019) Characterization and source apportionment of heavy metals in the sediments of Lake Tai (China) and its surrounding soils. Sci Total Environ 694:133819

  • Chen XF, Shi JF, Chen XF, Ye JH (2017) Distribution characteristic and potential analysis of important solid mineral resources in “Belt and Rold” area. China Min Mag 11:33–41 ((in Chinese))

    CAS  Google Scholar 

  • Chen Z, Huang SH, Chen L, Cheng BR, Li MF, Huang H (2021) Distribution, source, and ecological risk assessment of potentially toxic elements in surface sediments from Qingfeng River, Hunan, China. J Soils Sediments 21:2686–2698

    Article  CAS  Google Scholar 

  • China National Environmental Monitoring Centre (1990) Background concentrations of elements in soils of China. China Environmental Science, Beijing (in Chinese)

  • Dendievel A, Mourier B, Dabrin A, Delile H, Coynel A, Gosset A, Liber Y, Berger J, Bedell J (2020) Metal pollution trajectories and mixture risk assessed by combining dated cores and subsurface sediments along a major European river (Rhône River, France). Environ. Int 144:106032

  • Duzgoren-Aydin NS (2007) Sources and characteristics of lead pollution in the urban environment of Guangzhou. Sci Total Environ 385:182–195

    Article  CAS  Google Scholar 

  • Fu J, Zhao CP, Luo YP, Liu CS, Kyzas GZ, Luo Y, Zhao DY, An SQ, Zhu HL (2014) Heavy metals in surface sediments of the Jialu River, China: their relations to environmental factors. J Hazard Mater 270:102–109

    Article  CAS  Google Scholar 

  • Gao L, Han LF, Peng WQ, Gao B, Xu DY, Wan XH (2018) Identification of anthropogenic inputs of trace metals in lake sediments using geochemical baseline and Pb isotopic composition. Ecotox Environ Safe 164:226–233

    Article  CAS  Google Scholar 

  • Groll M, Opp C, Kulmatov R, Ikramova M, Normatov I (2015) Water quality, potential conflicts and solutions an upstream downstream analysis of the transnational Zarafshan River (Tajikistan, Uzbekistan). Environ Earth Sci 73:743–763

    Article  CAS  Google Scholar 

  • Grosbois C, Meybeck M, Horowitz A, Ficht A (2006) The spatial and temporal trends of Cd, Cu, Hg, Pb and Zn in Seine River floodplain deposits (1994–2000). Sci Total Environ 356:22–37

    Article  CAS  Google Scholar 

  • Hamidov A, Helming K, Balla D (2016) Impact of agricultural land use in Central Asia: a review. Agron Sustain Dev 36:6

    Article  Google Scholar 

  • Hayrat TU (ed) (2014) Central Asia population. Science Press, Beijing (in Chinese)

    Google Scholar 

  • Hou SN, Zheng N, Tang L, Ji XF, Li YY, Hu XY (2019) Pollution characteristics, sources, and health risk assessment of human exposure to Cu, Zn, Cd and Pb pollution in urban street dust across China between 2009 and 2018. Environ Int 128:430–437

    Article  CAS  Google Scholar 

  • Huang J, Gao J, Jiang Y, Yin H, Amiri BJ (2017) Sources, distribution and export coefficient of phosphorus in lowland polders of Lake Tai Basin, China. Environ Pollut 231:1274–1283

    Article  CAS  Google Scholar 

  • Huang J, Guo S, Zeng G, Li F, Gu Y, Shi Y, Shi L, Liu W, Peng S (2018) A new exploration of health risk assessment quantification from sources of soil heavy metals under different land use. Environ Pollut 243:49–58

    Article  CAS  Google Scholar 

  • Jafarabadi AR, Mitra S, EvaRaudonytė-Svirbutavičienė E, Bakhtiari AR (2020) Large-scale evaluation of deposition, bioavailability and ecological risks of the potentially toxic metals in the sediment cores of the hotspot coral reef ecosystems (Persian Gulf, Iran). J Hazard Mater 400:122988

  • Ji ZH, Zhang H, Zhang Y, Chen T, Long ZW, Li M, Pei YS (2019) Distribution, ecological risk and source identification of heavy metals in sediments from the Baiyangdian Lake, Northern China. Chemosphere 237:124425

  • Kakareka S, Gromov S, Pacyna J, Kukharchyk T (2004) Estimation of heavy metals emission fluxes on the territory of the NIS. Atmos Environ 38:7101–7109

    Article  CAS  Google Scholar 

  • Karthe D, Chalov S, Borchardt D (2015) Water resources and their management in central Asia in the early twenty first century: status, challenges and future prospects. Environ Earth Sci 73:487–499

    Article  Google Scholar 

  • Kulmatov R, Hojamberdiev M (2010) Distribution of heavy metals in atmospheric air of the arid zones in Central Asia. Air Qual Atmos Hlth 3:183–194

    Article  CAS  Google Scholar 

  • Kwon MJ, Boyanov MI, Yang JS, Lee S, Hwang YH, Lee JY, Mishra B, Kemner KM (2017) Transformation of zinc-concentrate in surface and subsurface environments: implications for assessing zinc mobility/toxicity and choosing an optimal remediation strategy. Environ Pollut 226:346–355

    Article  CAS  Google Scholar 

  • Lal R (2007) Soil and environmental degradation in Central Asia. In: Suleimenov M, Stewart BA, Hansen DO, Doraiswamy P (eds) LalR. Climate change and terrestrial carbon sequestration in Central Asia. Taylor and Francis, New York, pp 127–136

    Google Scholar 

  • Li YZ, Chen HY, Teng YG (2020) Source apportionment and source-oriented risk assessment of heavy metals in the sediments of an urban river-lake system. Sci Total Environ 737:140310

  • Lin Q, Liu EF, Zhang EL, Li K, Shen J (2016) Spatial distribution, contamination and ecological risk assessment of heavy metals in surface sediments of Erhai Lake, a large eutrophic plateau lake in southwest China. CATENA 145:193–203

    Article  CAS  Google Scholar 

  • Loska K, Wiechuła D, Pelczar J (2005) Application of enrichment factor to assessment of zinc enrichment/depletion in farming soils. Commun Soil Sci Plan 36:1117–1128

    Article  CAS  Google Scholar 

  • Luo X, Xue Y, Wang Y, Cang L, Xu B, Ding J (2015) Source identification and apportionment of heavy metals in urban soil profiles. Chemosphere 127:152–157

    Article  CAS  Google Scholar 

  • Ma L, Abuduwaili J, Li YM, Ge YX (2018) Controlling factors and pollution assessment of potentially toxic elements in topsoils of the Issyk-Kul Lake region, Central Asia. Soil Sediment Contam 27:1–14

    Article  Google Scholar 

  • Magni LF, Castro LN, Rendina (2021) Evaluation of heavy metal contamination levels in river sediments and their risk to human health in urban areas: a case study in the Matanza-Riachuelo Basin, Argentina. Environ Res 197:110979

  • Mueller L, Suleimenov M, Karimov A, Qadir M, Saparov A, Balgabayev N, Helming K, Lischeid D (2014) Land and water resources of Central Asia, their utilisation and ecological status. In: Mueller L, Saparov A, Lischeid G (eds.) Novel measurements and assessment tools for monitoring and management of land and water resources in agricultural landscapes of Central Asia. Environmental Science and Engineering, Springer, Switzerland: pp. 3–59

  • Niu HS, Kerumu M, Xu WX, seldaroff M (2013) Analysis of agricultural resources and agricultural development in Tajikistan. World Agric 4:119–123 (in Chinese)

    Google Scholar 

  • Niu Y, Jiang X, Wang K, Xia JD, Jiao W, Niu Y, Yu H (2020) Meta analysis of heavy metal pollution and sources in surface sediments of Lake Taihu, China. Sci Total Environ 700:134509

  • Pathak AK, Kumar R, Kumar P, Yadav S (2015) Sources apportionment and spatio-temporal changes in metal pollution in surface and sub-surface soils of a mixed type industrial area in India. J Geochem Explor 159:169–177

    Article  CAS  Google Scholar 

  • Peel MC, Finlayson BL, McMahon TA (2007) Updated world map of the Köppen-Geiger climate classification. Hydrol Earth Syst Sci 11:1633–1644

    Article  Google Scholar 

  • Pomfret R (2011) Exploiting energy and mineral resources in Central Asia, Azerbaijan and Mongolia. Comp Econ Stud 53:5–33

    Article  Google Scholar 

  • Qushimov B, Ganiev IM, Rustamova I, Haitov B, Islam KR (2007) Land degradation by agricultural activities in Central Asia. In: Lal R, Suleimenov M, Stewart BA, Hansen DO, Doraiswamy P (eds) Climate change and terrestrial carbon sequestration in Central Asia. Taylor and Francis, New York, pp 137–146

    Chapter  Google Scholar 

  • Sharov P, Dowling R, Gogishvili M, Jones B, Caravanos J, McCartor A, Kashdan Z, Fuller R (2016) The prevalence of toxic hotspots in former Soviet countries. Environ Pollut 211:346–353

    Article  CAS  Google Scholar 

  • Skipperud L, Strømman G, Yunusov M, Stegnar P, Uralbekov B, Tilloboev H, Zjazjev G, Heier LS, Rosseland BO, Salbu B (2013) Environmental impact assessment of radionuclide and metal contamination at the former U sites Taboshar and Digmai, Tajikistan. J Environ Radioactiv 123:50–62

    Article  CAS  Google Scholar 

  • United States Environmental Protection Agency (2004) Risk assessment guidance for superfund Volume I: Human Health Evaluation Manual (part E, Supplemental guidance for dermal risk assessment) final. Oswer 9285.7–02, 3–9–3–16. Available online: https://www.epa.gov/sites/production/files/2015-09/documents/part_e_final_revision_10-03-07.pdf

  • United States Environmental Protection Agency (2014) EPA positive matrix factorization (PMF) 5.0 Fundamentals and user guide. EPA/600/R-14/108. Available online: U.S. Environmental Protection Agency https://www.epa.gov/air-research/epa-positive-matrix-factorization-50-fundamentals-and-userguide

  • Ustaoğlu F, Islam Md S (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

  • Varol M, Canpolat Ö, Eriş KK, Çağlar M (2020) Trace metals in core sediments from a deep lake in eastern Turkey: vertical concentration profiles, eco-environmental risks and possible sources. Ecotox Environ Safe 189:110060

  • Wang JK, Zeng XL, Xu DY, Gao L, Li YY, Gao B (2020) Chemical fractions, diffusion flux and risk assessment of potentially toxic elements in sediments of Baiyangdian Lake, China. Sci Total Environ 724:138046

  • Wojciechowska E, Naworot N, Walkusz-Miotk J, Matej-Łukowicz K, Pazdro K (2019) Heavy metals in sediments of urban streams: contamination and health risk assessment of influencing factors. Sustainability 11:563

    Article  CAS  Google Scholar 

  • Wu HW, Wu JL, Li J, Fu CS (2020a) Spatial variations of hydrochemistry and stable isotopes in mountainous river water from the Central Asian headwaters of the Tajikistan Pamirs. Catena 193:104639

  • Wu JT, Margenot AJ, Wei X, Fan MM, Zhang H, Best JL, Wu PB, Chen FR, Gao C (2020b) Source apportionment of soil heavy metals in fluvial islands, Anhui section of the lower Yangtze River: comparison of APCS–MLR and PMF. J Soils Sediments 20:3380–3393

    Article  CAS  Google Scholar 

  • Wurtsbaugh WA, Leavitt PR, Leavitt KA (2020) Effects of a century of mining and industrial production on metal contamination of a model saline ecosystem, Great Salt Lake, Utah. Environ Pollut 266:115072.

  • Xiao H, Shahab A, Xi B, Chang QX, You SH, Li JY, Sun XJ, Huang HW, Li XK (2021) Heavy metal pollution, ecological risk, spatial distribution, and source identification in sediments of the Lijiang River, China. Environ Pollut 269:116189

  • Yu ZZ, Liu EF, Lin Q, Zhang EL, Yang F, Wei CY, Shen J (2021) Comprehensive assessment of heavy metal pollution and ecological risk in lake sediment by combining total concentration and chemical partitioning. Environ Pollut 269:116212

  • Zhan SE, Wu JL, Wang JZ, Jing M (2020) Distribution characteristics, sources identification and risk assessment of n-alkanes and heavy metals in surface sediments, Tajikistan, Central Asia. Sci Total Environ 709:136278

  • Zhang WY, Ma L, Abuduwaili J, Ge YX, Issanova G, Saparov G (2020) Distribution characteristics and assessment of heavy metals in the surface water of the Syr Darya River. Kazakhstan Pol J Environ Stud 29:979–988

    CAS  Google Scholar 

  • Zhang ZY, Li jY, Mamat Z, Ye QF (2016) Sources identification and pollution evaluation of heavy metals in the surface sediments of Bortala River, Northwest China. Ecotox Environ Safe 126:94–101

  • Zhao KL, Zhang LY, Dong JQ, Wu J, Ye ZQ, Zhao WM, Ding LZ, Fu WJ (2020) Risk assessment, spatial patterns and source apportionment of soil heavy metals in a typical Chinese hickory plantation region of southeastern China. Geoderma 360:114011

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Acknowledgements

We thank the Chinese Academy of Sciences (CAS) Research Center for Ecology and Environment of Central Asia for help.

Funding

This study was supported by the National Natural Science Foundation of China (No. U2003202) and the Strategic Priority Research Program of CAS, Pan-Third Pole Environment Study for a Green Silk Road (Nos. XDA2006030101; 2017ZYKG01).

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Correspondence to Jinglu Wu.

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Wang, J., Wu, J., Zhan, S. et al. Spatial enrichment assessment, source identification and health risks of potentially toxic elements in surface sediments, Central Asian countries. J Soils Sediments 21, 3906–3916 (2021). https://doi.org/10.1007/s11368-021-03061-3

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