Simultaneous Health Risk Assessment of Potentially Toxic Elements in Soils and Sediments of the Guishui River Basin, Beijing
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sample Collection
2.2. Analytical Methods
2.3. Assessment Methods
2.3.1. Geo-Accumulation Index (Igeo)
2.3.2. Potential Ecological Risk Index (RI)
2.4. Health Risk Assessment in the Guishui River Basin
2.4.1. Health Risk Assessment of Potentially Toxic Elements in the Soil
2.4.2. Health Risk Assessment of Potentially Toxic Elements in the Sediment
2.5. Statistical Analysis
3. Results and Discussion
3.1. The Concentrations of Potentially Toxic Element in the Guishui River Basin
3.2. Pollution Assessment of Potentially Toxic Elements in the Soils
3.2.1. Geo-Accumulation Index
3.2.2. Potential Ecological Risk Index
3.2.3. Health Risk Assessment of Potentially Toxic Element Exposure from Soils
3.3. Pollution Assessment of Potentially Toxic Elements in the Sediments
3.3.1. Geo-Accumulation Index
3.3.2. Potential Ecological Risk Index
3.4. Health Risk Assessment of Potentially Toxic Elements Caused by Sediments
3.5. Difference between Potentially Toxic Elements Exposure to Soils And Sediments
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
- Li, D.L.; Wang, J.; Pi, J.; Yu, J.B.; Zhang, T. Biota-sediment metal accumulation and human health risk assessment of freshwater bivalve Corbicula fluminea in Dongting Lake, China. Environ. Sci. Pollut. Res. 2019, 26, 14951–14961. [Google Scholar] [CrossRef]
- García-Carmona, M.; Romero-Freire, A.; Sierra Aragon, M.; Martínez Garzon, F.J.; Martín Peinado, F.J. Evaluation of remediation techniques in soils affected by residual contamination with heavy metals and arsenic. J. Environ. Manag. 2017, 191, 228–236. [Google Scholar] [CrossRef]
- Han, L.F.; Gao, B.; Hao, H.; Zhou, H.D.; Lu, J.; Sun, K. Lead contamination in sediments in the past 20 years: A challenge for China. Sci. Total Environ. 2018, 640–641, 746–756. [Google Scholar] [CrossRef] [PubMed]
- Han, L.F.; Gao, B.; Hao, H.; Lu, J.; Xu, D.Y. Arsenic pollution of sediments in China: An assessment by geochemical baseline. Sci. Total Environ. 2019, 651, 1983–1991. [Google Scholar] [CrossRef] [PubMed]
- Chabukdhara, M.; Nema, A.K. Heavy metals assessment in urban soil around industrial clusters in Ghaziabad, India: Probabilistic health risk approach. Ecotoxicol. Environ. Saf. 2013, 87, 57–64. [Google Scholar] [CrossRef] [PubMed]
- He, J.; Yang, Y.; Christakos, G.; Liu, Y.; Yang, X. Assessment of soil heavy metal pollution using stochastic site indicators. Geoderma 2019, 337, 359–367. [Google Scholar] [CrossRef]
- Li, H.; Yang, J.; Ye, B.; Jiang, D. Pollution characteristics and ecological risk assessment of 11 unheeded metals in sediments of the Chinese Xiangjiang River. Environ. Geochem. Health 2018, 41, 1459–1472. [Google Scholar] [CrossRef]
- Bryan, G.W.; Langston, W.J. Bioavailability, accumulation and effects of heavy metals in sediments with special reference to United Kingdom estuaries: A review. Environ. Pollut. 1992, 76, 89–131. [Google Scholar] [CrossRef]
- Liu, B.L.; Ai, S.W.; Zhang, W.Y.; Huang, D.J.; Zhang, Y.M. Assessment of the bioavailability, bioaccessibility and transfer of heavy metals in the soil-grain-human systems near amining and smelting area in NW China. Sci. Total Environ. 2017, 609, 822–829. [Google Scholar] [CrossRef]
- Huang, Y.; Chen, Q.; Deng, M.; Japenga, J.; Li, T.; Yang, X.; He, Z. Heavy metal pollution and health risk assessment of agricultural soils in a typical peri-urban area in southeast China. J. Environ. Manag. 2018, 207, 159–168. [Google Scholar] [CrossRef]
- Kaushik, A.; Kansal, A.; Meena, S.; Kumari, S.; Kaushik, C.P. Heavy metal contamination of river Yamuna, Haryana, India: Assessment by metal enrichment factor of the sediments. J. Hazard. Mater. 2009, 164, 265–270. [Google Scholar] [CrossRef] [PubMed]
- Xu, Y.; Wu, Y.; Han, J.; Li, P. The current status of heavy metal in lake sediments from China: Pollution and ecological risk assessment. Ecol. Evol. 2017, 7, 5454–5466. [Google Scholar] [CrossRef] [PubMed]
- Xu, D.; Gao, B.; Peng, W.; Lu, J.; Gao, L. Thallium pollution in sediments response to consecutive water seasons in Three Gorges Reservoir using geochemical baseline concentrations. J. Hydrol. 2018, 564, 740–747. [Google Scholar] [CrossRef]
- Gao, L.; Han, L.; Peng, W.; Gao, B.; Xu, D.; Wan, X. Identification of anthropogenic inputs of trace metals in lake sediments using geochemical baseline and Pb isotopic composition. Ecotoxicol. Environ. Saf. 2018, 164, 226–233. [Google Scholar] [CrossRef] [PubMed]
- USEPA. Soil Screening Guidance: Technical Background Document; (EPA/540/R-95/128); Office of Solid Waste and Emergency Response: Washington, DC, USA, 1996. [Google Scholar]
- Soltani, N.; Keshavarzi, B.; Moore, F.; Tahereh, T.; Ahmad, R.L.; Nemat, J.; Maryam, K. Ecological and human health hazards of heavy metals and polycyclic aromatic hydrocarbons (PAHs) in road dust of Isfahan metropolis, Iran. Sci. Total Environ. 2015, 505, 712–723. [Google Scholar] [CrossRef] [PubMed]
- Yang, Q.; Li, Z.; Lu, X.; Duan, Q.; Huang, L.; Bi, J. A review of soil heavy metal pollution from industrial and agricultural regions in China: Pollution and risk assessment. Sci. Total Environ. 2018, 642, 690–700. [Google Scholar] [CrossRef] [PubMed]
- Gao, L.; Gao, B.; Xu, D.; Peng, W.; Lu, J. Multiple assessments of trace metals in sediments and their response to the water level fluctuation in the Three Gorges Reservoir, China. Sci. Total Environ. 2019, 648, 197–205. [Google Scholar] [CrossRef]
- Wang, W.X. Trace Metal Ecotoxicology and Biogeochemistry; Science Press: Beijing, China, 2011. [Google Scholar]
- Zhou, Y.; Gao, L.; Xu, D.; Gao, B. Geochemical baseline establishment, environmental impact and health risk assessment of vanadium in lake sediments, China. Sci. Total Environ. 2019, 660, 1338–1345. [Google Scholar] [CrossRef]
- Gao, B.; Gao, L.; Zhou, Y.; Xu, D.; Zhao, X. Evaluation of the dynamic mobilization of vanadium in tributary sediments of the Three Gorges Reservoir after water impoundment. J. Hydrol. 2017, 551, 92–99. [Google Scholar] [CrossRef]
- Müller, G.; Förstner, U. Schwermetalle in den Sedimenten der Elbe bei Stade: Veräinderungen Seit 1973. Naturwissenschaften 1976, 63, 242–243. [Google Scholar] [CrossRef]
- CNEMC (China National Environmental Monitoring Center). The Backgrounds of Soil Environment in China; Environmental Science Press of China: Beijing, China, 1990. (In Chinese) [Google Scholar]
- Häkanson, L. An ecological risk index for aquatic pollution control a sedimentological approach. Water Res. 1980, 14, 975–1001. [Google Scholar] [CrossRef]
- Xu, Z.Q.; Ni, S.J.; Tuo, X.G.; Zhang, C.J. Calculation of heavy metal’s toxicity coefficient in the evalution of potential ecological risk index. Environ. Sci. Technol. 2018, 31, 112–115. (In Chinese) [Google Scholar]
- Li, D.; Pi, J.; Zhang, T.; Tan, X.; Fraser, D.J. Evaluating a 5-year metal contamination remediation and the biomonitoring potential of a freshwater gastropod along the Xiangjiang River, China. Environ. Sci. Pollut. Res. 2018, 25, 21127–21137. [Google Scholar] [CrossRef] [PubMed]
- Rodríguez-Espinosa, P.F.; Shruti, V.C.; Jonathan, M.P.; Martinez-Tavera, E. Metal concentrations and their potential ecological risks in fluvial sediments of Atoyac River basin, Central Mexico: Volcanic and anthropogenic influences. Ecotoxicol. Environ. Saf. 2018, 148, 1020–1033. [Google Scholar] [CrossRef]
- USEPA. Risk Assessment Guidance for Superfund Vol 1 Human Health Evaluation Manual; (EPA/540/1-89/002); Office of Solid Waste and Emergency Response: Washington, DC, USA, 1989. [Google Scholar]
- Kong, S.F.; Lu, B.; Ji, Y.Q.; Zhao, X.Y.; Chen, L.; Li, Z.Y. Levels, risk assessment and sources of PM10 fraction heavy metals in four types dust from a coal-based city. Microchem. J. 2011, 98, 280–290. [Google Scholar] [CrossRef]
- Zheng, N.; Liu, J.S.; Wang, Q.C.; Liang, Z.Z. Health risk assessment of heavy metal exposure to street dust in the zinc smelting area, Northeast of China. Sci. Total Environ. 2010, 408, 726–733. [Google Scholar] [CrossRef]
- Gao, B.; Zhou, H.D.; Yu, Y.; Wang, Y.C. Occurrence, distribution, and risk assessment of the metals in sediments and fish from the largest reservoir in China. RSC Adv. 2015, 5, 60322–60329. [Google Scholar] [CrossRef]
- USEPA. Supplementary Guidance for Conducting Health Risk Assessment of Chemical Mixtures; United States Environmental Protection Agency: Philadelphia, PA, USA; Washington, DC, USA, 2000. [Google Scholar]
- Luo, W.; Lu, Y.; Giesy, J.P.; Wang, T.; Shi, Y.; Wang, G.; Xing, Y. Effects of land use on concentrations of metals in surface soils and ecological risk around Guanting Reservoir, China. Environ. Geochem. Health 2007, 29, 459–471. [Google Scholar] [CrossRef]
- Li, Q.; Chen, L.D.; Qi, X.; Zhang, X.Y.; Ma, Y. Identification of critical area of phosphorus loss in agricultural areas of Guishui River watershed by phosphorus loss risk assessment. J. Environ. Sci. 2008, 1, 32–37. (In Chinese) [Google Scholar]
- Ren, C.J.; Zhao, Y.; Gong, J.G.; Wang, J.H.; Li, H.H.; Gu, J.P. Spatial distribution and effect factors of soil water repellency in Guishui River Basin. J. Agric. Mach. 2017, 10, 237–244. (In Chinese) [Google Scholar]
- Li, H.; Qian, X.; Hu, W.; Wang, Y.; Gao, H. Chemical speciation and human health risk of trace metals in urban street dusts from a metropolitan city, Nanjing, SE China. Sci. Total Environ. 2013, 456–457, 212–221. [Google Scholar] [CrossRef] [PubMed]
- Wei, X.; Gao, B.; Wang, P.; Zhou, H.; Lu, J. Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing, China. Ecotoxicol. Environ. Saf. 2015, 112, 186–192. [Google Scholar] [CrossRef] [PubMed]
- Chen, H.; Teng, Y.; Lu, S.; Wang, Y.; Wang, J. Contamination features and health risk of soil heavy metals in China. Sci. Total Environ. 2015, 512–513, 143–153. [Google Scholar] [CrossRef] [PubMed]
- Hughes, M.F. Arsenic toxicity and potential mechanisms of action. Toxicol. Lett. 2002, 133, 1–16. [Google Scholar] [CrossRef] [Green Version]
- Granero, S.; Domingo, J. Levels of metals in soils of Alcalá de Henare, Spain: Human health risks. Environ. Int. 2002, 28, 159–164. [Google Scholar] [CrossRef]
- Shi, G.T.; Chen, Z.L.; Bi, C.J.; Wang, L.; Teng, J.Y.; Li, Y.S.; Xu, S.Y. A comparative study of health risk of potentially toxic metals in urban and suburban road dust in the most populated city of China. Atmos. Environ. 2011, 45, 764–771. [Google Scholar] [CrossRef]
- Lei, X.; Guo, Z.Q.; Tian, Y.; Xie, F.; Qin, J.X. Absorption characteristics of particulates and the CDOM in autumn in Guanting Reservoir. J. Lake Sci. 2013, 25, 883–891. [Google Scholar]
- Ding, G.; Jin, Z.; Han, Y.; Sun, P.; Li, G.; Li, W. Mitigation of chromium toxicity in Arabidopsis thaliana by sulfur supplementation. Ecotoxicol. Environ. Saf. 2019, 182, 109379. [Google Scholar] [CrossRef]
- Unceta, N.; Seby, F.; Malherbe, J.; Donard, O.F.X. Chromium speciation in solid matrices and regulation: A review. Anal. Bioanal. Chem. 2010, 397, 1097–1111. [Google Scholar] [CrossRef]
Location | As | Cd | Cr | Co | Cu | Ni | Pb | V | Zn | |
---|---|---|---|---|---|---|---|---|---|---|
soil (N = 6) | Mix | 5.41 | 0.10 | 36.27 | 7.13 | 12.54 | 15.43 | 18.90 | 51.45 | 46.12 |
Max | 10.60 | 0.27 | 58.56 | 11.96 | 29.86 | 27.84 | 36.01 | 78.08 | 162.05 | |
Mean | 8.57 | 0.16 | 52.04 | 10.44 | 20.04 | 23.24 | 25.25 | 67.77 | 75.17 | |
Std | 2.03 | 0.06 | 7.61 | 1.85 | 5.97 | 5.11 | 6.00 | 9.92 | 39.64 | |
sediment (N = 5) | Mix | 5.81 | 0.09 | 46.72 | 10.00 | 15.97 | 19.92 | 19.57 | 59.54 | 56.39 |
Max | 8.11 | 0.22 | 53.98 | 11.02 | 21.17 | 23.65 | 25.62 | 73.54 | 91.80 | |
Mean | 6.81 | 0.14 | 50.45 | 10.48 | 17.95 | 21.78 | 22.42 | 66.95 | 66.76 | |
Std | 1.02 | 0.06 | 3.58 | 0.46 | 2.30 | 1.55 | 2.48 | 5.77 | 16.91 | |
Background values in soil of Beijing [23] | 9.40 | 0.0534 | 66.70 | 15.00 | 23.10 | 28.20 | 24.70 | 77.40 | 97.20 |
Parameter | As noncanc. | As canc. | Cd noncanc. | Cd canc. | Cr noncanc. | Cr canc. | Co noncanc. | Co canc. | Cu | Ni noncanc. | Ni canc. | V | Zn | Pb |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
C(mg/kg) | 8.58 | 8.58 | 0.16 | 0.16 | 51.25 | 10.39 | 10.39 | 19.88 | 23.01 | 23.01 | 67.89 | 73.26 | 25.11 | |
RfD Oral | 3.0 × 10−4 | 1.0 × 10−3 | 3.0 × 10−3 | 2.0 × 10−2 | 4.0 × 10−2 | 2.0 × 10−2 | 9.0 × 10−3 | 3.0 × 10−1 | 3.5 × 10−3 | |||||
RfD Inhal | 3.01 × 10−4 | 1.0 × 10−3 | 2.86 × 10−5 | 5.71 × 10−6 | 4.02 × 10−2 | 2.06 × 10−2 | 7.0 × 10−3 | 3.0 × 10−1 | 3.52 × 10−3 | |||||
RfD Dermal | 1.23 × 10−4 | 1.0 × 10−5 | 6.0 × 10−5 | 1.6 × 10−2 | 1.2 × 10−2 | 5.4 × 10−3 | 7.0 × 10−5 | 6.0 × 10−2 | 5.25 × 10−4 | |||||
Inhal.SF | 4.3 × 10−3 | 6.3 | 42.0 | 9.8 | 8.4 × 10−1 | |||||||||
Children | ||||||||||||||
HQing | 0.365 | 2.04 × 10−3 | 2.18 × 10−1 | 6.64 × 10−3 | 6.35 × 10−3 | 1.47 × 10−2 | 1.23 × 10−1 | 3.12 × 10−3 | 9.17 × 10−2 | |||||
HQinh | 1.02 × 10−5 | 5.7 × 10−8 | 6.4 × 10−4 | 6.5 × 10−4 | 1.77 × 10−7 | 3.99 × 10−7 | 3.46 × 10−6 | 8.72 × 10−8 | 2.54 × 10−6 | |||||
HQdermal | 4.28 × 10−2 | 3.26 × 10−4 | 1.75× 10−2 | 1.33× 10−5 | 3.39 × 10−5 | 8.72 × 10−5 | 1.98 × 10−2 | 2.5 × 10−5 | 9.78 × 10−4 | |||||
HIsoil | 4.08 × 10−1 | 2.36 × 10−3 | 2.36 × 10−1 | 7.3 × 10−3 | 6.39 × 10−3 | 1.48 × 10−2 | 1.43 × 10−1 | 3.15 × 10−3 | 9.27 × 10−2 | |||||
Carcinogenic risk | 1.13 × 10−12 | 3.08 × 10−11 | 6.59 × 10−8 | 3.12 × 10−9 | 5.92 × 10−10 | |||||||||
Adults | ||||||||||||||
HQing | 4.9 × 10−2 | 2.74 × 10−4 | 2.93 × 10−2 | 8.91 × 10−4 | 8.52 × 10−4 | 1.97 × 10−3 | 1.66 × 10−2 | 4.19 × 10−4 | 1.23 × 10−2 | |||||
HQinh | 7.19 × 10−6 | 4.02 × 10−8 | 4.52 × 10−4 | 4.59 × 10−4 | 1.25 × 10−7 | 2.82 × 10−7 | 2.45× 10−6 | 6.16 × 10−8 | 1.8 × 10−6 | |||||
HQdermal | 1.09 × 10−1 | 8.33 × 10−4 | 4.46 × 10−2 | 3.39 × 10−5 | 8.65 × 10−5 | 2.23 × 10−4 | 5.06 × 10−2 | 6.38 × 10−5 | 2.50 × 10−3 | |||||
HIsoil | 1.58 × 10−1 | 1.11 × 10−3 | 7.43 × 10−2 | 1.38 × 10−3 | 9.39 × 10−4 | 2.19 × 10−3 | 6.73 × 10−2 | 4.83 × 10−4 | 1.48 × 10−2 | |||||
Carcinogenic risk | 3.19 × 10−12 | 8.69 × 10−11 | 1.86 × 10−7 | 8.81 × 10−9 | 1.67 × 10−9 |
Metal | V | Cr | Ni | Cu | Zn | Cd | Pb | Total |
---|---|---|---|---|---|---|---|---|
Concentration in fish (μg/g) | 6.61 × 10−2 | 1.46 × 10−1 | 7.62 × 10−2 | 5.54 × 10−1 | 6.23× 10−1 | 3.98 × 10−4 | 5.93× 10−2 | |
RfDo (mg/kg·day) a | 7.0 × 10−3 | 3.0 × 10−3 | 2.0 × 10−2 | 4.0 × 10−2 | 3.0 × 10−1 | 1.0 × 10−3 | 3.5 × 10−3 | |
HIfish | 5.83 × 10−3 | 3.0 × 10−2 | 2.35 × 10−3 | 8.55 × 10−3 | 1.28× 10−3 | 2.46 × 10−4 | 1.05 × 10−2 | 0.059 |
Contributions (%) | 9.93 | 51.08 | 4.01 | 14.56 | 2.18 | 0.42 | 17.82 |
© 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Wang, J.; Gao, B.; Yin, S.; Xu, D.; Liu, L.; Li, Y. Simultaneous Health Risk Assessment of Potentially Toxic Elements in Soils and Sediments of the Guishui River Basin, Beijing. Int. J. Environ. Res. Public Health 2019, 16, 4539. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph16224539
Wang J, Gao B, Yin S, Xu D, Liu L, Li Y. Simultaneous Health Risk Assessment of Potentially Toxic Elements in Soils and Sediments of the Guishui River Basin, Beijing. International Journal of Environmental Research and Public Health. 2019; 16(22):4539. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph16224539
Chicago/Turabian StyleWang, Jiankang, Bo Gao, Shuhua Yin, Dongyu Xu, Laisheng Liu, and Yanyan Li. 2019. "Simultaneous Health Risk Assessment of Potentially Toxic Elements in Soils and Sediments of the Guishui River Basin, Beijing" International Journal of Environmental Research and Public Health 16, no. 22: 4539. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph16224539