Abstract
Heavy metal contaminants can enter the water system through the hydrological cycle, after a period of flocculation and sedimentation, and finally accumulate in the sediments of the receiving water body. Sediment samples were collected along the Taizihe River, the concentration and ecological risks of Zn, Cu, Pb, Cr, As, and Cd were detected and evaluated, and the pollution sources was analyzed through principal components analyses. The results indicated that As, Pb, and Cd were the main heavy metal contaminants in the sediment from Taizihe River, and all the monitored sites in the wet and dry season exceed PEC value. In addition to Zn, the average concentrations of the rest of the heavy metals in the dry season were higher than that in the wet season, and most of the heavy metals showed a certain accumulation tendency from upstream to downstream. The level order of potential ecological risk was Cd > As > Pb > Zn > Cu > Cr, and the risk in dry season was higher than that in wet season. Among them, As, Cd, and Pb had the highest single potential ecological risk coefficient (\(E_{{\text{r}}}^{i}\)), which occupied the dominate position of total risk. The potential ecological risk of most heavy metals in the dry season was higher than that in the wet season. The sources of heavy metal pollution in the sediments of the Taizihe River in different periods were the same, mainly from industrial pollution, especially from the petrochemical, electroplating industries, and mining. The heavy metal pollution in the Taizihe River was located in the middle and lower reaches of the cities, and has a certain relationship with the factories in the lower reaches of nearby city. During the dry season, the contribution rate of industrial pollution sources to heavy metals was more significant.
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References
Arnason JG, Fletcher BA (2003) A 40 + year record of Cd, Hg, Pb, and U deposition in sediments of Patroon Reservoir, Albany County, NY, USA. Environ Pollut 123:383–391
Bing H, Zhou J, Wu Y, Wang X, Sun H, Li R (2016) Current state, sources, and potential risk of heavy metals in sediments of Three Gorges Reservoir, China. Environ Pollut 214:485–496. https://doi.org/10.1016/j.envpol.2016.04.062
Cai JB, Li WQ, Liu N, Pang Y (2007) Characteristics of contaminated sediments in Yanghe Reservoir. J Agro-Environ Sci 26:886–893 (in Chinese)
Chen HY, Chen RH, Teng YG, Wu J (2016) Contamination characteristics, ecological risk and source identification of trace metals in sediments of the Le’an River (China). Ecotoxicol Environ Saf 125:85–92. https://doi.org/10.1016/j.ecoenv.2015.11.042
Dauvalter V, Rognerud S (2001) Heavy metal pollution in sediments of the Pasvik River drainage. Chemosphere 42:9–18. https://doi.org/10.1016/S0045-5635(00)00094-1
De Lange HJ, Sala S, Vighi M, Faber JH (2010) Ecological vulnerability in risk assessment—a review and perspectives. Sci Total Environ 408:3871–3879. https://doi.org/10.1016/j.scitotenv.2009.11009
Effendi H, Kawaroe M, Lestari DF (2016) Ecological risk assessment of heavy metal pollution in surface sediment of Mahakam Delta, East Kalimantan. Procedia Environ Sci 33:574–582. https://doi.org/10.1016/j.proenv.2016.03.110
Fan J, Semenzin E, Meng W, Giubilato E, Zhang Y, Critto A et al (2015) Ecological status classification of the Taizi River Basin, China: a comparison of integrated risk assessment approaches. Environ Sci Pollut Res 22:14738–14754. https://doi.org/10.1007/s11356-015-4629-x
Farkas A, Erratico C, Viganò L (2007) Assessment of the environmental significance of heavy metal pollution in surficial sediments of the River Po. Chemosphere 68:761–768. https://doi.org/10.1016/j.chemosphere.2006.12.099
Feng H, Jiang HY, Gao W, Weinstein MP, Zhang Q, Zhang W et al (2011) Metal contamination in sediments of the western Bohai Bay and adjacent estuaries, China. J Environ Manag 92:1185–1197. https://doi.org/10.1016/j.jenvman.2010.11.020
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
Han DM, Cheng JP, Hu XF, Jiang ZY, Mo L, Xu H et al (2016) Spatial distribution, risk assessment and source identification of heavy metals in sediments of the Yangtze River Estuary, China. Mar Pollut Bull 115:141–148. https://doi.org/10.1016/j.marpolbul.2016.11.062
He Y, Meng W, Xu J, Zhang Y, Liu SS, Guo CS (2015) Spatial distribution and toxicity assessment of heavy metals in sediments of Liaohe River, northeast China. Environ Sci Pollut Res 22:14960–14970. https://doi.org/10.1007/s11356-015-4632-2
Jia ZB, Huo WY, Zhao ZJ, Tao S (2000) Secondary phase enrichment factor for evaluation of heavy metal pollution of sediment in the Chai River. Acta Sci Nat Univ Pekin 36:808–812 (in Chinese)
Kaushik A, Kansal A, Kumari S, Kaushik CP (2009) Heavy metal contamination of river Yamuna, Haryana, India: assessment by metal enrichment factor of the sediments. J Hazard Mater 164:265–270. https://doi.org/10.1016/j.jhazmat.2008.08.031
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. https://doi.org/10.1016/j.chemosphere.2017.02.029
Li JH, Ying L, Wei Y, Gan HH, Chao Z, Deng XL et al (2009) Distribution of heavy metals in agricultural soils near a petrochemical complex in Guangzhou, China. Environ Monit Assess 153(1–4):365–375
Li F, Huang JH, Zeng GM, Yuan X, Li X, Liang J et al (2013) Spatial risk assessment and sources identification of heavy metals in surface sediments from Dongting Lake, Middle China. J Geochem Explor 132:75–83. https://doi.org/10.1016/j.gexplo.2013.05.007
Li KJ, Gu YS, Li MZ, Zhao L, Ding J, Lun Z et al (2017) Spatial analysis, source identification and risk assessment of heavy metals in a coal mining area in Henan, Central China. Int Biodeter Biodegrad. https://doi.org/10.1016/j.ibiod.2017.03.026
Lindström M (2001) Urban land use influences on heavy metal fluxes and surface sediment concentrations of small lakes. Water Air Soil Pollut 126(3–4):363–383. https://doi.org/10.1023/A:1005291611702
Liu HL, Li LQ, Yin CQ, Shan BQ (2008) Fraction distribution and risk assessment of heavy metals in sediments of Moshui Lake. J Environ Sci (China) 20:390–397
Liu JL, Yang T, Chen QY, Liu F, Wang BB (2014) Distribution and potential ecological risk of heavy metals in the typical eco-units of Haihe River Basin. Front Environ Sci Eng 10:103–113. https://doi.org/10.1007/s11783-014-0686-5
Liu J, Zhu YH, Hu JS, Peng GW, Xie HY, Li ZL, Peng CY (2017) Characteristics and potential ecological risk assessment of heavy metal pollution in the sediments of middle reaches of Xiangjiang River. J Ecology Rural Environ 33:135–141 (in Chinese)
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
Martin CW (2004) Heavy metal storage in near channel sediments of the Lahn River. Ger Geomorphol 61:275–285. https://doi.org/10.1016/j.geomorph.2004.01.003
Ning JF, Zou XZ, Yang SW, Chen Y, Wu JL, Sun LL (2009) Heavy metal contents analysis and potential ecological risk appraisal to sediments of large and medium-scaled reservoirs in Guangdong Province. Acta Ecol Sin 29:6059–6065 (in Chinese)
Niu YX, Yang L, Zhang H, Shan BQ (2014) Distribution features and risk assessment of heavy-metal pollutants in the sediments of the main stream of Ziya River. J Saf Environ 14:253–257 (in Chinese)
Olivares-Rieumont S, De IRD, Lima L, Graham DW, D’Alessandro K, Borroto J et al (2005) Assessment of heavy metal levels in Almendares River sediments-Havana City, Cuba. Water Res 39:3945–3953. https://doi.org/10.1016/j.watres.2005.07.011
Petersen W, Bertino L, Callies U, Zorita E (2001) Process identification by principal component analysis of river water-quality data. Ecol Model 138:193–213. https://doi.org/10.1016/S0304-3800(00)00402-6
Power M, McCarty LS (2002) Trends in the development of ecological risk assessment and management frameworks. Hum Ecol Risk Assess Int J 8:7–18. https://doi.org/10.1080/200028091056683
Shang LY, Sun RH, Wang ZM, Ji YH, Chen LD (2012) Assessment of heavy metal pollution in surface sediments of rivers in Northern Area of Haihe River Basin, China. Chin J Environ Sci 433:606–611 (in Chinese)
Shao J, Zhao XJ (2012) Heavy metals in sediments of Taizi River in Liaoning: pollution situation and potential ecological risk. Environ Sci Tech 35:184–188 (in Chinese)
Shreshtha S, Kazama F (2007) Assessment of surface water quality using multivariate statistical technique: a case study of Fuji River basin, Japan. Environ Model Soft 22:464–475. https://doi.org/10.1016/j.envsoft.2006.02.001
Simeonov V, Massart DL, Andreev G, Tsakovski S (2000) Assessment of metal pollution based on multivariate statistical modeling of “hot spot” sediments from the Black Sea. Chemosphere 41:1411–1417. https://doi.org/10.1016/S0045-6535(99)00540-8
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. https://doi.org/10.1016/j.jhydrol.2005.01.021
Song XY, Li YC, Lun XW et al (2010) Distribution and related source identification of polycyclic aromatic hydrocarbons in surface water of Taizi River. Chin J Ecol 29:2486–2490 (in Chinese)
Song XB, Shi ZM, Kan ZZ, Liao JX, Yang WH, Zhang JJ (2014) Source identification and hazardous risk delineation of heavy metals in surface sediments from Lake Qionghai, Sichuan Province. Earth Environ 42:532–539 (in Chinese)
Sun Y, Zhou Q, Xie X, Liu R (2010) Spatial, sources and risk assessment of heavy metal contamination of urban soils in typical regions of Shenyang, China. J Hazard Mater 174:455–462. https://doi.org/10.1016/j.jhazmat.2009.09.074
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 igh-background-radiation area. Kerala India Mar Pollut Bull 91:389–400. https://doi.org/10.1016/j.marpolbul.2014.11.007
Tang CW, Carman CI, Zhang G, Shin PKS, Qian PY, Li XD (2008) The spatial and temporal distribution of heavy metals in sediments of Victoria Harbour, Hong Kong. Mar Pollut Bull 57:816–825. https://doi.org/10.1016/j.marpolbul.2008.01.027
Thuong NT, Yoneda M, Ikegami M, Takakura M (2013) Source discrimination of heavy metals in sediment and water of To Lich River in Hanoi City using multivariate statistical approaches. Environ Monit Assess 185:8065–8075. https://doi.org/10.1007/s10661-013-3155-x
Wan J, Bu H, Yuan Z, Meng W (2013) Classification of rivers based on water quality assessment using factor analysis in Taizi River basin, northeast China. Environ Earth Sci 69:909–919. https://doi.org/10.1007/s12665-012-1976-5
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. https://doi.org/10.1016/j.marpolbul.2014.07.048
Wang YQ, Yang LY, Kong LH, Liu EF, Wang LF, Zhu JR (2015) Spatial distribution, ecological risk assessment and source identification for heavy metals in surface sediments from Dongping Lake, Shandong, East China. Catena 125:200–205. https://doi.org/10.1016/j.catena.2014.10.023
Wuana RA, Okieimen FE (2011) Heavy metals in contaminated soils: a review of sources, chemistry, risks and best available strategies for remediation. ISRN Ecol. https://doi.org/10.5402/2011/402647
Xia P, Zang JY, Wang XQ (2011) Geo-chemical characteristics and source analysis of heavy metals in surface sediment of Lanyungang area. Mar Environ Sci 30:520–524 (in Chinese)
Xing ED, Zhang XB, Yao P (2008) Monitoring and research on the substrate sludge in human reservoir. J Water Resour Water Eng 19:93–95 (in Chinese)
Yang ZF, Wang Y, Shen ZY, Niu JF, Tang ZW (2009) Distribution and speciation of heavy metals in sediments from the mainstream, tributaries, and lakes of the Yangtze River catchment of Wuhan, China. J Hazard Mater 166:1186–1194. https://doi.org/10.1016/j.jhazmat.2008.12.034
Yang JX, Zhang YF, Zhu LY (2017) Pollution and risk assessment of typical heavy metals in river sediments of seven major watersheds in China. Res Environ Sci 30:423–432 (in Chinese)
Zeng JJ, Zou ML, Guo JJ et al (2017) Ecological risk assessment and its research progress. AdmTech Environ Monit 29:1–5. https://doi.org/10.19501/j.cnki.1006-2009.20170103.005 (in Chinese)
Zhang SF, Liu HM (2010) Evaluation of ecological risk assessment methods. Acta Ecol Sin 30:2735–2744 (in Chinese)
Zhang H, Shan BQ (2008) Historical records of heavy metal accumulation in sediments and the relationship with agricultural intensification in the Yangtze-Huaihe region, China. Sci Total Environ 399:113–120. https://doi.org/10.1016/j.scitotenv.2008.03.036
Zhang R, Zhou L, Zhang F, Ding Y, Gao J, Chen J et al (2013) Heavy metal pollution and assessment in the tidal flat sediments of Haizhou Bay, China. Mar Pollut Bull 74:403–412. https://doi.org/10.1016/j.marpolbul.2013.06.019
Zhang Z, Li J, 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. https://doi.org/10.1016/j.ecoenv.2015.12.025
Zhao XF, Wang QS, Shi NN, Yan F (2010) Analysis and assessment of soil heavy metals around a petrochemical industry park. Acta Sci Circumst 30(1):133–141. https://doi.org/10.13671/j.hjkxxb.2010.01.017 (in Chinese)
Zhu L, Liu JW, Xu SG, Xie ZG (2017) Deposition behavior, risk assessment and source identification of heavy metals in reservoir sediments of Northeast China. Ecotoxicol Environ Saf 142:454–463. https://doi.org/10.1016/j.ecoenv.2017.04.039
Acknowledgements
This work was financially supported by the National Natural Science Foundation of China (41301573), the Doctor Scientific Research Foundation (054-55440109010), and the outstanding scholar plan (054-91400114007) and Ecological Environment Research Center Director Fund (EERC-T-201501) of Shenyang Normal University.
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Wang, Q., Chen, Q., Yan, D. et al. Distribution, ecological risk, and source analysis of heavy metals in sediments of Taizihe River, China. Environ Earth Sci 77, 569 (2018). https://doi.org/10.1007/s12665-018-7750-6
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DOI: https://doi.org/10.1007/s12665-018-7750-6