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.
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res 14:975–1001
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
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
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
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
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
Karim Z, Qureshi BA (2014) Health risk assessment of heavy metals in urban soil of Karachi, Pakistan. Hum Ecol Risk Assess 20:658–667
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
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
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
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
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
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
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
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
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
MEE (2018) Soil environmental quality risk control standard for soil contamination of agricultural land (GB15618-2018). China Environment Publishing Group, Beijing (in Chinese)
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
Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. GeoJournal 2:108–118
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
Pan K, Wang WX (2012) Trace metal contamination in estuarine and coastal environments in China. Sci Total Environ 421-422:3–16
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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)
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
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.
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This study received financial support from the National Key Research and Development Program of China (2018YFC1800400) and Hunan Provincial Key Research Plan Program (2018SK2041).
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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.
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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
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DOI: https://doi.org/10.1007/s11368-021-02962-7