Skip to main content

Advertisement

Log in

Distribution, source, and ecological risk assessment of potentially toxic elements in surface sediments from Qingfeng River, Hunan, China

  • Sediments, Sec 1 • Sediment Quality and Impact Assessment • Research Article
  • Published:
Journal of Soils and Sediments Aims and scope Submit manuscript

Abstract

Purpose

The spatial distribution and potential ecological risks of potentially toxic elements (PTEs) such as Sb, As, Cu, Zn, Pb, and Cr in sediment samples from the Qingfeng River were evaluated. This study aims to reveal the current status of sediment quality in the Qingfeng River and provide a scientific basis for its remediation and further comprehensive management.

Materials and methods

Descriptive analysis and inverse distance weighted method were used to investigate the concentration and spatial distribution of PTEs in sediments. The geoaccumulation index evaluation (Igeo), Nemerow index (NI), and potential ecological risk index (RI) were used to evaluate the pollution degree of PTEs. Multivariate statistical techniques, such as cluster analysis, correlation analysis, and principal component analysis, were used to identify the sources of PTEs.

Results and discussion

The results showed that the river sediments were mainly polluted by Sb (concentration range: 69–11,900 mg kg−1) and As (concentration range: 8–607 mg kg−1) and that the average concentrations were 4.3 and 553 times those of the background values, respectively. Based on the spatial distribution and pollution risks of PTEs, the study area was divided into three river sections, and the pollution risks were decreased in the order of upstream > midstream > downstream. The geoaccumulation index evaluation showed that the hierarchy of PTE pollutant concentration was as follows: Sb > As > Cu > Zn > Cr > Pb. The Nemerow indexes and potential ecological risk indexes all indicated that a very high potential risk exhibited in the study area, while the potential ecological risk of Sb was significantly higher than that of the other PTEs. Correlation analysis and principal component analysis indicated that Pb, As, and Sb were mainly derived from industrial activities, and Cu, Cr, and Zn were mainly derived from agricultural activities.

Conclusions

The results showed that a very high potential risk existed in the study area. Sb was the main pollution factor of the surface sediments of the Qingfeng River and posed a very high potential ecological risk, while Cu, Cr, Zn, and Pb had low ecological risks. The results also determined that the sources of PTEs in the sediments could be mainly attributed to human activities. Substantial measures should be taken to control and resolve the PTE pollution in the Qingfeng River at the source.

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

Similar content being viewed by others

Data availability

The data that support the findings of this study are available from the corresponding author upon request.

References

  • Abuduwaili J, Zhang ZY, Jiang FQ (2015) Assessment of the distribution, sources and potential ecological risk of heavy metals in the dry surface sediment of Aibi Lake in Northwest China. PLoS One 10:e0120001

    Article  Google Scholar 

  • Aguilar Pesantes A, Peña Carpio E, Vitvar T, María Mahamud López M, Menéndez-Aguado J (2019) A multi-index analysis approach to heavy metal pollution assessment in river sediments in the Ponce Enríquez Area. Ecuador Water 11:590

  • Ahmed MK, Baki MA, Islam MS, Kundu GK, Habibullahalmamun M, Sarkar SK, Hossain MM (2015a) Human health risk assessment of heavy metals in tropical fish and shellfish collected from the river Buriganga, Bangladesh. Environ Sci Pollut Res 22:15880–15890

    Article  CAS  Google Scholar 

  • Ahmed MK, Shaheen N, Islam MS, Habibullahalmamun M, Islam S, Banu CP (2015b) Trace elements in two staple cereals (rice and wheat) and associated health risk implications in Bangladesh. Environ Monit Assess 187:326

    Article  Google Scholar 

  • Ali MM, Ali ML, Islam MS, Rahman MZ (2016) Preliminary assessment of heavy metals in water and sediment of Karnaphuli River, Bangladesh. Environ Nano, Monit Manage 5:27–35

    Google Scholar 

  • Baborowski M, Buttner O, Morgenstern P, Jancke T, Westrich B (2012) Spatial variability of metal pollution in groyne fields of the Middle Elbe--implications for sediment monitoring. Environ Pollut 167:115–123

    Article  CAS  Google Scholar 

  • Chai L, Li H, Yang Z, Min X, Liao Q, Liu Y, Men S, Yan Y, Xu J (2017) Heavy metals and metalloids in the surface sediments of the Xiangjiang River, Hunan, China: distribution, contamination, and ecological risk assessment. Environ Sci Pollut Res 24:874–885

    Article  CAS  Google Scholar 

  • Chowdhury R, Favas PJC, Pratas J, Jonathan MP, Ganesh PS, Sarkar SK (2015) Accumulation of trace metals by mangrove plants in Indian Sundarban Wetland: prospects for phytoremediation. Int J Phytorem 17:885–894

    Article  CAS  Google Scholar 

  • Davutluoglu OI, Seckin G, Ersu CB, Yilmaz T, Sari B (2011) Heavy metal content and distribution in surface sediments of the Seyhan River, Turkey. J Environ Manag 92:2250–2259

    Article  CAS  Google Scholar 

  • Djordjevic L, Živkovic N, Živkovic L, Djordjevic A (2012) Assessment of heavy metals pollution in sediments of the Korbevačka River in Southeastern Serbia. Soil Sediment Contam 21:889–900

    Article  CAS  Google Scholar 

  • Dong X, Wang C, Li H, Wu M, Liao S, Zhang D, Pan B (2014) The sorption of heavy metals on thermally treated sediments with high organic matter content. Bioresour Technol 160:123–128

    Article  CAS  Google Scholar 

  • Fu J, Zhao C, Luo Y, Liu C, Kyzas GZ, Luo Y, Zhao D, An S, Zhu H (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 C, Lin Q, Bao K, Zhao H, Zhang Z, Xing W, Lu X, Wang G (2014) Historical variation and recent ecological risk of heavy metals in wetland sediments along Wusuli River, Northeast China. Environ Earth Sci 72:4345–4355

    Article  CAS  Google Scholar 

  • Gao L, Wang Z, Shan J, Chen J, Tang C, Yi M, Zhao X (2016) Distribution characteristics and sources of trace metals in sediment cores from a trans-boundary watercourse: an example from the Shima River, Pearl River Delta. Ecotoxicol Environ Saf 134:186–195

    Article  CAS  Google Scholar 

  • Gao L, Wang Z, Li S, Chen J (2018) Bioavailability and toxicity of trace metals (Cd, Cr, Cu, Ni, and Zn) in sediment cores from the Shima River, South China. Chemosphere 192:31–42

    Article  CAS  Google Scholar 

  • Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res 14:975–1001

    Article  Google Scholar 

  • Han D, Cheng J, Hu X, Jiang Z, Mo L, Xu H, Ma Y, Chen X, Wang H (2017) Spatial distribution, risk assessment and source identification of heavy metals in sediments of the Yangtze River Estuary, China. Mar Pollut Bull 115:141–148

    Article  CAS  Google Scholar 

  • Hernandezcrespo C, Martin M (2015) Determination of background levels and pollution assessment for seven metals (Cd, Cu, Ni, Pb, Zn, Fe, Mn) in sediments of a Mediterranean coastal lagoon. Catena 133:206–214

    Article  CAS  Google Scholar 

  • Hill NA, Simpson SL, Johnston EL (2013) Beyond the bed: effects of metal contamination on recruitment to bedded sediments and overlying substrata. Environ Pollut 173:182–191

    Article  CAS  Google Scholar 

  • HNEPD (2016) Standards for soil remediation of heavy metal contaminated sites (DB43/T1165-2016). Environmental Protection Department of Hunan (in Chinese)

  • Islam MS, Ahmed MK, Habibullahalmamun M, Hoque MF (2015a) Preliminary assessment of heavy metal contamination in surface sediments from a river in Bangladesh. Environ Earth Sci 73:1837–1848

    Article  CAS  Google Scholar 

  • Islam S, Ahmed K, Raknuzzaman M, Mamun HA, Islam MK (2015b) Heavy metal pollution in surface water and sediment: a preliminary assessment of an urban river in a developing country. Ecol Indic 48:282–291

    Article  CAS  Google Scholar 

  • Karim Z, Qureshi BA (2014) Health risk assessment of heavy metals in urban soil of Karachi, Pakistan. Hum Ecol Risk Assess 20:658–667

    Article  CAS  Google Scholar 

  • Ke X, Gui S, Huang H, Zhang H, Wang C, Guo W (2017) Ecological risk assessment and source identification for heavy metals in surface sediment from the Liaohe River protected area, China. Chemosphere 175:473–481

    Article  CAS  Google Scholar 

  • Keppeler FW, De Souza AC, Hallwass G, Begossi A, De Almeida MC, Isaac VJ, Silvano RAM (2018) Ecological influences of human population size and distance to urban centres on fish communities in tropical lakes. Aquat Conserv 28:1030–1043

    Article  Google Scholar 

  • Keshavarzi B, Mokhtarzadeh Z, Moore F, Mehr MR, Lahijanzadeh A, Rostami S, Kaabi H (2015) Heavy metals and polycyclic aromatic hydrocarbons in surface sediments of Karoon River, Khuzestan Province, Iran. Environ Sci Pollut Res 22:19077–19092

    Article  CAS  Google Scholar 

  • Kukrer S, Şeker S, Abaci ZT, Kutlu B (2014) Ecological risk assessment of heavy metals in surface sediments of northern littoral zone of Lake Çıldır, Ardahan, Turkey. Environ Monit Assess 186:3847–3857

    Article  CAS  Google Scholar 

  • Leung HM, Leung AOW, Wang HS, Ma KK, Liang Y, Ho KC, Cheung KC, Tohidi F, Yung KKL (2014) Assessment of heavy metals/metalloid (As, Pb, Cd, Ni, Zn, Cr, Cu, Mn) concentrations in edible fish species tissue in the Pearl River Delta (PRD), China. Mar Pollut Bull 78:235–245

    Article  CAS  Google Scholar 

  • Li M, Zang S, Xiao H, Wu C (2014) Speciation and distribution characteristics of heavy metals and pollution assessments in the sediments of Nashina Lake, Heilongjiang, China. Ecotoxicology 23:681–688

    Article  CAS  Google Scholar 

  • Li Z, Liu J, Chen H, Li Q, Guo H (2019) Water environment in the Tibetan Plateau: heavy metal distribution analysis of surface sediments in the Yarlung Tsangpo River Basin. Environ Geochem Health 42:2451–2469

    Article  Google Scholar 

  • Lin Y, Han P, Huang Y, Yuan G, Guo J, Li J (2017) Source identification of potentially hazardous elements and their relationships with soil properties in agricultural soil of the Pinggu district of Beijing, China: multivariate statistical analysis and redundancy analysis. J Geochem Explor 173:110–118

    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 39:20–31

    Article  CAS  Google Scholar 

  • MEE (2018) Soil environmental quality risk control standard for soil contamination of agricultural land (GB15618-2018). China Environment Publishing Group, Beijing (in Chinese)

    Google Scholar 

  • Michelutti N, Wolfe AP, Cooke CA, Hobbs WO, Vuille M, Smol JP (2015) Climate change forces new ecological states in Tropical Andean Lakes. PLoS One 10:e0115338

    Article  Google Scholar 

  • Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. GeoJournal 2:108–118

    Google Scholar 

  • Ndimele PE (2012) The effects of water hyacinth (Eichhornia crassipes [Mart.] Solms) infestation on the physico-chemistry, nutrient and heavy metal content of Badagry Creek and Ologe Lagoon, Lagos, Nigeria. Int J Environ Sci Te 5:128–136

    CAS  Google Scholar 

  • Pan K, Wang WX (2012) Trace metal contamination in estuarine and coastal environments in China. Sci Total Environ 421-422:3–16

    Article  CAS  Google Scholar 

  • Pan YM, Yang GZ (1988) Research method and background values of Hunan’s soil Chinese Environmental Science. Beijing 338 (in Chinese)

  • Pandey J, Singh R (2017) Heavy metals in sediments of Ganga River: up- and downstream urban influences. Appl Water Sci 7:1669–1678

    Article  CAS  Google Scholar 

  • Paramasivam K, Ramasamy V, Suresh G (2015) Impact of sediment characteristics on the heavy metal concentration and their ecological risk level of surface sediments of Vaigai river, Tamilnadu, India. Spectrochim Acta Part A 137:397–407

    Article  CAS  Google Scholar 

  • Rahman MS, Saha N, Molla AH (2014) Potential ecological risk assessment of heavy metal contamination in sediment and water body around Dhaka export processing zone, Bangladesh. Environ Earth Sci 71:2293–2308

    Article  CAS  Google Scholar 

  • Saleem M, Iqbal J, Shah MH (2015) Geochemical speciation, anthropogenic contamination, risk assessment and source identification of selected metals in freshwater sediments—a case study from Mangla Lake, Pakistan. Environ Nano, Monit Manage 4:27–36

    Google Scholar 

  • Shahab A, Qi S, Zaheer M (2019) Arsenic contamination, subsequent water toxicity, and associated public health risks in the lower Indus plain, Sindh province, Pakistan. Environ Sci Pollut Res 26:30642–30662

    Article  CAS  Google Scholar 

  • Singh KP, Mohan D, Singh VK, Malik A (2005) Studies on distribution and fractionation of heavy metals in Gomti river sediments—a tributary of the Ganges, India. J Hydrol 312:14–27

    Article  CAS  Google Scholar 

  • Staley C, Johnson D, Gould TJ, Wang P, Phillips J, Cotner JB, Sadowsky MJ (2015) Frequencies of heavy metal resistance are associated with land cover type in the Upper Mississippi River. Sci Total Environ 511:461–468

    Article  CAS  Google Scholar 

  • Sun Z, Mou X, Tong C, Wang C, Xie Z, Song H, Sun W, Lv Y (2015) Spatial variations and bioaccumulation of heavy metals in intertidal zone of the Yellow River estuary, China. Catena 126:43–52

    Article  CAS  Google Scholar 

  • Sundaray SK, Nayak BB, Lin S, Bhatta D (2011) Geochemical speciation and risk assessment of heavy metals in the river estuarine sediments—a case study: Mahanadi basin, India. J Hazard Mater 186:1837–1846

    Article  CAS  Google Scholar 

  • Suresh G, Ramasamy V, Sundarrajan M, Paramasivam K (2015) Spatial and vertical distributions of heavy metals and their potential toxicity levels in various beach sediments from high-background-radiation area, Kerala, India. Mar Pollut Bull 91:389–400

    Article  CAS  Google Scholar 

  • Varol M (2011) Assessment of heavy metal contamination in sediments of the Tigris River (Turkey) using pollution indices and multivariate statistical techniques. J Hazard Mater 195:355–364

    Article  CAS  Google Scholar 

  • Wang J, Liu R, Zhang P, Yu W, Shen Z, Feng C (2014) Spatial variation, environmental assessment and source identification of heavy metals in sediments of the Yangtze River Estuary. Mar Pollut Bull 87:364–373

    Article  CAS  Google Scholar 

  • Wang N, Wang A, Kong L, He M (2018) Calculation and application of Sb toxicity coefficient for potential ecological risk assessment. Sci Total Environ 610-611:167–174

    Article  CAS  Google Scholar 

  • Wei P, Shao T, Wang R, Chen Z, Zhang Z, Xu Z, Zhu Y, Li D, Fu L, Wang F (2020) A study on heavy metals in the surface soil of the region around the Qinghai Lake in Tibet Plateau: pollution risk evaluation and pollution source analysis. Water 12:3277

    Article  CAS  Google Scholar 

  • Wong KW, Yap CK, Nulit R, Hamzah MS, Chen SK, Cheng WH, Karami A, al-Shami SA (2017) Effects of anthropogenic activities on the heavy metal levels in the clams and sediments in a tropical river. Environ Sci Pollut Res 24:116–134

    Article  CAS  Google Scholar 

  • Wu F, Fu Z, Liu B, Mo C, Chen B, Corns W, Liao H (2011) Health risk associated with dietary co-exposure to high levels of antimony and arsenic in the world’s largest antimony mine area. Sci Total Environ 409:3344–3351

    Article  CAS  Google Scholar 

  • Yang Y, Chen F, Zhang L, Liu J, Wu S, Kang M (2012) Comprehensive assessment of heavy metal contamination in sediment of the Pearl River Estuary and adjacent shelf. Mar Pollut Bull 64:1947–1955

    Article  CAS  Google Scholar 

  • Yari AA, Varvani J, Zare R (2020) Assessment and zoning of environmental hazard of heavy metals using the Nemerow integrated pollution index in the vineyards of Malayer city. Acta Geophys 69:149–159

  • Zhang ZY, Abuduwaili J, Jiang FQ (2015) Sources, pollution statue and potential ecological risk of heavy metals in surface sediments of Aibi Lake, Northwest China. J Environ Sci 36:490–496

    Google Scholar 

  • Zhang Z, Juying L, Mamat Z, Qingfu Y (2016) Sources identification and pollution evaluation of heavy metals in the surface sediments of Bortala River, Northwest China. Ecotoxicol Environ Saf 126:94–101

    Article  CAS  Google Scholar 

  • Zhang Z, Lu Y, Li H, Tu Y, Liu B, Yang Z (2018) Assessment of heavy metal contamination, distribution and source identification in the sediments from the Zijiang River, China. Sci Total Environ 645:235–243

    Article  CAS  Google Scholar 

  • Zhang Z, Zhang N, Li H, Lu Y, Yang Z (2019) Risk assessment, spatial distribution, and source identification of heavy metal (loid) s in paddy soils along the Zijiang River basin, in Hunan Province, China. J Soil Sediment 19:4042–4051

  • Zhaoyong Z, Abuduwaili J, Fengqing J (2015) Heavy metal contamination, sources, and pollution assessment of surface water in the Tianshan Mountains of China. Environ Monit Assess 187:33

    Article  Google Scholar 

  • Zhou J, Nyirenda MT, Xie L, Li Y, Zhou B, Zhu Y, Liu H (2017) Mine waste acidic potential and distribution of antimony and arsenic in waters of the Xikuangshan mine, China. Appl Geochem 77:52–61

    Article  CAS  Google Scholar 

  • Zhou S, Hursthouse A, Chen T (2019) Pollution characteristics of Sb, As, Hg, Pb, Cd and Zn in soils from different zones of Xikuangshan antimony mine. J Auto Methods Manage Chem 2019:2754385

    Google Scholar 

  • Zhu J, Wu F, Deng Q, Shao S, Zhang R (2009) Environmental characteristics of water near the Xikuangshan antimony mine, Hunan Province. Acta Sci Circumst 29:655–661 (in Chinese)

    CAS  Google Scholar 

  • Zhuang Q, Li G, Liu Z (2018) Distribution, source and pollution level of heavy metals in river sediments from South China. Catena 170:386–396

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors would like to thank Hao Xu, Jian Cao, Xianzheng Xu, Junming Gong, and other Central South University of Forestry and Technology students for helping with sample collection.

Code availability

Not applicable

Funding

This study received financial support from the National Key Research and Development Program of China (2018YFC1800400) and Hunan Provincial Key Research Plan Program (2018SK2041).

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization, methodology, formal analysis, investigation, data curation, writing - original draft, and writing - review & editing: Zhuo Chen; conceptualization, methodology, writing - review & editing, supervision, and funding acquisition: Shunhong Huang; methodology, writing - review & editing, and project administration: Liang Chen; data curation, visualization, and software: Bairui Cheng; software, validation, and validation: Mengfei Li. sampling and samples preparation: Hui Huang.

Corresponding authors

Correspondence to Shunhong Huang or Liang Chen.

Ethics declarations

Ethics approval

This work does not contain any studies with human participants or animals performed by any of the authors.

Consent to participate

Not applicable

Consent for publication

Not applicable

Competing interests

The authors declare no competing interests.

Additional information

Responsible editor: Sophie Ayrault

Publisher’s note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, Z., Huang, S., Chen, L. et al. Distribution, source, and ecological risk assessment of potentially toxic elements in surface sediments from Qingfeng River, Hunan, China. J Soils Sediments 21, 2686–2698 (2021). https://doi.org/10.1007/s11368-021-02962-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11368-021-02962-7

Keywords

Navigation