Abstract
Mining activities in Vietnam have resulted in potential heavy metals contamination, which unfavorably influences soil quality and represents a risk to human health. This study was designed to investigate the heavy metals contamination in the vicinity of the Pb–Zn and Au mines. Soil samples were collected along the stream, and then, solutions were prepared by a modified Aqua Regia method. They were analyzed by ICP-MS for trace elements, and the analytical result data of 7 elements (As, Cd, Co, Cu, Ni, Pb, and Zn) were used to define pollution indices with statistical results and to interpret the health risk assessment. For the preliminary identification of the pollution sources near the Pb–Zn mine of the elements, statistical analysis (including principal component analysis and Spearman correlation coefficient) and information about mineral composition ore and surrounding rocks were applied. The analytical results of heavy metals showed that the average concentrations of As and Pb were higher than the Vietnam standard for residential soil by about eight and three times, respectively. Pollution indices also indicated that Pb and As were the highest contamination factors in the soil near Pb–Zn mine and Au mine, respectively. Statistical analysis results revealed that the pollution sources of these elements in the soil near the Pb–Zn mine were a combination of anthropogenic and geogenic sources. Health risk assessment pointed out that children were at higher risk than adults in both non-carcinogenic and carcinogenic risk.
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Abdulqaderismaeel, W., & Kusag, A. (2015). Enrichment factor and geo-accumulation index for heavy metals at industrial zone in Iraq. IOSR Journal of Applied Geology and Geophysics Ver I, 3(3), 2321–2990. https://doi.org/10.9790/0990-03312632
Anh, T. T., Gaskov, I. V., Hoa, T. T., Nevolko, P. A., Dung, P. T., Nien, B. A., & Can, P. N. (2011). Mineralogical and geochemical characteristics and forming conditions of lead - zinc deposits in Lo Gam structure, northern Vietnam. Vietnam Journal of Earth Sciences, 33, 393–408.
Anh, B. T. K., Ha, N. T. H., Danh, L. T., Van Minh, V., & Kim, D. D. (2017). Phytoremediation applications for metal-contaminated soils using terrestrial plants in vietnam bt - phytoremediation: management of environmental contaminants, Volume 5 (A. A. Ansari, S. S. Gill, R. Gill, G. R. Lanza, & L. Newman (eds.); pp. 157–181). Springer International Publishing. https://doi.org/10.1007/978-3-319-52381-1_6
Asante-Duah, K. (2017). Public health risk assessment for human exposure to chemicals (Vol. 27). Springer Netherlands. https://doi.org/10.1007/978-94-024-1039-6
Ayres, R.U.; Ayres, L.W. Råde, I. (2003). The life cycle of copper, its co-products and byproducts. Eco-efficiency in industry and science
Barbieri, M. (2016). The importance of enrichment factor (EF) and geoaccumulation Index (Igeo) to evaluate the soil contamination. Journal of Geology & Geophysics, 5(1), 1–4. https://doi.org/10.4172/2381-8719.1000237
Bhattacharya, A., Routh, J., Jacks, G., Bhattacharya, P., & Mörth, M. (2006). Environmental assessment of abandoned mine tailings in Adak, Västerbotten district (northern Sweden). Applied Geochemistry, 21(10), 1760–1780. https://doi.org/10.1016/j.apgeochem.2006.06.011
Brady, N. C., Weil, R. R. (2004). Elements of the nature and properties of soils (2nd ed., 269 p) UpperSaddle River, NJ, USA: Pearson Prentice-Hall. ISBN 13-978-0130480385
Bramley, R. G. V. (1990). Cadmium in New Zealand agriculture. New Zealand Journal of Agricultural Research, 33(4), 505–519. https://doi.org/10.1080/00288233.1990.10428451
Chu Ngoc, K., Van Nguyen, N., Nguyen Dinh, B., Le Thanh, S., Tanaka, S., Kang, Y., Sakurai, K., & Iwasaki, K. (2009). Arsenic and heavy metal concentrations in agricultural soils around tin and tungsten mines in the Dai Tu district, N. Vietnam. Water, Air, and Soil Pollution, 197(1–4), 75–89. https://doi.org/10.1007/s11270-008-9792-y
Chu, T. T. H. (2011). Survey on heavy metals contaminated soils in Thai Nguyen and Hung Yen provinces in Northern Vietnam. Journal of Vietnamese Environment, 1(1), 34–39. https://doi.org/10.13141/jve.vol1.no1.pp34-39
Du, P., Coles, F. B., O’Campo, P., & McNutt, L. A. (2007). Changes in population characteristics and their implication on public health research. Epidemiologic Perspectives and Innovations, 4, 11–19. https://doi.org/10.1186/1742-5573-4-6
El Azhari, A., Rhoujjati, A., El Hachimi, M. L., & Ambrosi, J. Paul. (2017). Pollution and ecological risk assessment of heavy metals in the soil-plant system and the sediment-water column around a former Pb/Zn-mining area in NE Morocco. Ecotoxicology and Environmental Safety, 144, 464–474. https://doi.org/10.1016/j.ecoenv.2017.06.051
Environmental affairs - Republic of South Africa. (2010). The Framework For the Management of Contaminated Land (Issue May).
Ologundudu, F. A. (2019). Assessment of heavy metal pollution in a gold mining site in Southwestern Nigeria. Biomedical Journal of Scientific & Technical Research. https://doi.org/10.26717/bjstr.2019.12.002276
Field, A. (2013). Discovering statistics using IBM SPSS statistics. sage.
Fong-Sam, Y. (2018). The mineral industry of Vietnam [advance release]. Minerals yearbook, area reports: international 2015, Asia and the Pacific, Volume III, November, 30.1–30.13.
Ghazban, F., Parizanganeh, A., Zamani, A., & Baniardalan, S. (2018). Evaluation of Heavy metal contamination of surface soils in Zarshouran Gold District, Northwestern Iran. International Journal of Environmental Research, 12(6), 843–860. https://doi.org/10.1007/s41742-018-0139-2
Gong, Q., Deng, J., Yunchuan, X., & Qingfei, W. (2008). Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. 0705(January 2018). https://doi.org/10.1016/S1002-0705(08)60042-4
Ha, N. T. H., Ha, N. T., Nga, T. T. H., Minh, N. N., Anh, B. T. K., Hang, N. T. A., Duc, N. A., Nhuan, M. T., & Kim, K. W. (2019). Uptake of arsenic and heavy metals by native plants growing near Nui Phao multi-metal mine, northern Vietnam. Applied Geochemistry, 108(June), 104368. https://doi.org/10.1016/j.apgeochem.2019.104368
Ha, N. T. H., Sakakibara, M., Sano, S., & Nhuan, M. T. (2011). Uptake of metals and metalloids by plants growing in a lead-zinc mine area, Northern Vietnam. Journal of Hazardous Materials, 186(2–3), 1384–1391. https://doi.org/10.1016/j.jhazmat.2010.12.020
Hakanson, L. (1980). An ecological risk index for aquatic pollution control.a sedimentological approach. Water Research, 14(8), 975–1001. https://doi.org/10.1016/0043-1354(80)90143-8
Hilson, G. (2002). Small-scale mining in Africa: Tackling pressing environmental problems with improved strategy. The Journal of Environment & Development, 11, 149–174. https://doi.org/10.1177/10796502011002003
Hou, D., O’Connor, D., Nathanail, P., Tian, L., & Ma, Y. (2017). Integrated GIS and multivariate statistical analysis for regional scale assessment of heavy metal soil contamination: A critical review. Environmental Pollution, 231, 1188–1200. https://doi.org/10.1016/j.envpol.2017.07.021
Jiang, X., Lu, W. X., Zhao, H. Q., Yang, Q. C., & Yang, Z. P. (2014). Potential ecological risk assessment and prediction of soil heavy-metal pollution around coal gangue dump. Natural Hazards and Earth System Sciences, 14(6), 1599–1610. https://doi.org/10.5194/nhess-14-1599-2014
Jung, M. C. (2001). Heavy metal contamination of soils and waters in and around the Imcheon Au–Ag mine Korea. Applied Geochemistry, 16(11), 1369–1375. https://doi.org/10.1016/S0883-2927(01)00040-3
Kamunda, C., Mathuthu, M., & Madhuku, M. (2016). Health risk assessment of heavy metals in soils from Witwatersrand gold mining Basin. South Africa. https://doi.org/10.3390/ijerph13070663
Kim, J. H. (2016). Environmental data analysis and practice: practice using spss and matlab. Balaban Desalination Publication.
Kloke, A. (1979). Content of arsenic, cadmium, chromium, fluoride, lead, mercury, and nickel in plants grown on contaminated soils. United Nations-ECE Symposium, 51–53.
Kowalska, J. B., Mazurek, R., Gąsiorek, M., & Zaleski, T. (2018). Pollution indices as useful tools for the comprehensive evaluation of the degree of soil contamination–A review. Environmental Geochemistry and Health, 40(6), 2395–2420. https://doi.org/10.1007/s10653-018-0106-z
Kusin, F. M., Awang, N. H. C., Hasan, S. N. M. S., Rahim, H. A. A., Azmin, N., Jusop, S., & Kim, K. W. (2019). Geo-ecological evaluation of mineral, major and trace elemental composition in waste rocks, soils and sediments of a gold mining area and potential associated risks. CATENA, 183, 104229. https://doi.org/10.1016/j.catena.2019.104229
Li, H. Y., Gu, S. Y., Wu, Z. Q., & Wang, Z. (2009). The polluted situation of heavy metals in Pb-Zn mining area of Northwest of Guizhou province and the evaluation of environmental impaction. Environmental Monitoring in China, 25, 55–60.
Li, Y., Qu, X., Zhang, M., Peng, W., Yu, Y., & Gao, B. (2018). Anthropogenic impact and ecological risk assessment of thallium and cobalt in Poyang Lake using the geochemical baseline. Water (Switzerland). https://doi.org/10.3390/w10111703
Li, Z., Ma, Z., Jan, T., Kuijp, V. D., Yuan, Z., & Huang, L. (2014). Science of the total environment a review of soil heavy metal pollution from mines in China: Pollution and health risk assessment. Science of the Total Environment, the, 468–469, 843–853. https://doi.org/10.1016/j.scitotenv.2013.08.090
Liu, K., Li, C., Tang, S., Shang, G., Yu, F., & Li, Y. (2020). Heavy metal concentration, potential ecological risk assessment and enzyme activity in soils affected by a lead-zinc tailing spill in Guangxi China. Chemosphere. https://doi.org/10.1016/j.chemosphere.2020.126415
Loganathan, P., Vigneswaran, S., Kandasamy, J., & Naidu, R. (2012). Cadmium sorption and desorption in soils: A review. Critical Reviews in Environmental Science and Technology, 42(5), 489–533. https://doi.org/10.1080/10643389.2010.520234
Lu, X., Wang, L., Li, L. Y., Lei, K., Huang, L., & Kang, D. (2010). Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China. Journal of Hazardous Materials, 173(1–3), 744–749. https://doi.org/10.1016/j.jhazmat.2009.09.001
Luo, X. S., Ding, J., Xu, B., Wang, Y. J., Li, H. B., & Yu, S. (2012). Incorporating bioaccessibility into human health risk assessments of heavy metals in urban park soils. Science of the Total Environment, 424, 88–96. https://doi.org/10.1016/j.scitotenv.2012.02.053
Mancini, L., & Sala, S. (2018). Social impact assessment in the mining sector: Review and comparison of indicators frameworks. Resources Policy, 57, 98–111. https://doi.org/10.1016/j.resourpol.2018.02.002
Ministry of natural resources and environment. (2015). National technical regulation on the allowable limits of heavy metals in the soils.
Mostert, M. M. R., Ayoko, G. A., & Kokot, S. (2010). Application of chemometrics to analysis of soil pollutants. TrAC - Trends in Analytical Chemistry, 29(5), 430–445. https://doi.org/10.1016/j.trac.2010.02.009
Muralikrishna, I. V, Manickam, V., & Management, E. (2017). Learn more about environmental pollution introduction exploring the potential and opportu- nities of current tools for removal of hazardous materials from environ- ments societal responsibility and economic viability.
National institute of nutrition. (2019). Mean and median of adult weight by region, gender, age group. (in Vietnamese).
Nishida, H., Miyai, M., Tada, F., & Suzuki, S. (1982). Computation of the index of pollution caused by heavy metals in river sediment. Environmental Pollution Series B, Chemical and Physical, 4(4), 241–248. https://doi.org/10.1016/0143-148X(82)90010-6
Obiora, S. C., Chukwu, A., Toteu, S. F., & Davies, T. C. (2016). Assessment of heavy metal contamination in soils around lead (Pb)-zinc (Zn) mining areas in Enyigba, southeastern Nigeria. Journal of the Geological Society of India, 87(4), 453–462. https://doi.org/10.1007/s12594-016-0413-x
Onakpa, M. M., Njan, A. A., & Kalu, O. C. (2018). A review of heavy metal contamination of food crops in Nigeria. Annals of Global Health, 84(3), 488–494. https://doi.org/10.29024/aogh.2314
Oyarzun, R., Lillo, J., López-García, J. A., Esbrí, J. M., Cubas, P., Llanos, W., & Higueras, P. (2011). The Mazarrón Pb-(Ag)-Zn mining district (SE Spain) as a source of heavy metal contamination in a semiarid realm: Geochemical data from mine wastes, soils, and stream sediments. Journal of Geochemical Exploration, 109(1–3), 113–124. https://doi.org/10.1016/j.gexplo.2010.04.009
Palanivel, T. M., & Victor, R. (2020). Contamination assessment of heavy metals in the soils of an abandoned copper mine in Lasail, Northern Oman. International Journal of Environmental Studies, 77(3), 432–446. https://doi.org/10.1080/00207233.2019.1644030
Palter, J. B., Marinov, I., Sarmiento, J. L., & Gruber, N. (2006). Large-Scale, Persistent nutrient fronts of the world. Handbook of Environmental Chemistry, 5(Part N), 1–12. https://doi.org/10.1007/698
Phan, K., Sthiannopkao, S., Heng, S., Phan, S., Huoy, L., Wong, M. H., & Kim, K. W. (2013). Arsenic contamination in the food chain and its risk assessment of populations residing in the Mekong River basin of Cambodia. Journal of Hazardous Materials, 262, 1064–1071. https://doi.org/10.1016/j.jhazmat.2012.07.005
Phong, P. D., & Hien, T. T. (2018). Coke gold ore extraction technology in Pac Lang area, Ngan Son district, Bac Kan province. The 5th national scientific and technological conference on mineral selection.
Qiao, D., Wang, G., Li, X., Wang, S., & Zhao, Y. (2020). Pollution, sources and environmental risk assessment of heavy metals in the surface AMD water, sediments and surface soils around unexploited Rona Cu deposit, Tibet China. Chemosphere, 248, 125988. https://doi.org/10.1016/j.chemosphere.2020.125988
Reeuwijk, L. P. van. (2002). Technical paper -procedures for soil analysis. In Procedures for soil analysis. https://doi.org/10.1016/j.postcomstud.2006.09.001
Saeedi, M., Li, L. Y., & Salmanzadeh, M. (2012). Heavy metals and polycyclic aromatic hydrocarbons: Pollution and ecological risk assessment in street dust of Tehran. Journal of Hazardous Materials, 227–228, 9–17. https://doi.org/10.1016/j.jhazmat.2012.04.047
Sandjaja, S., Poh, B. K., Rojroongwasinkul, N., Le, K., Bao, N., Soekatri, M., Wong, J. E., Boonpraderm, A., & Huu, C. N. (2018). Body weight and BMI percentiles for children in the South-East Asian Nutrition Surveys ( SEANUTS ). Public Health Nutrition, 21(16), 2972–2981. https://doi.org/10.1017/S1368980018001349
Sonter, L. J., Ali, S. H., & Watson, J. E. M. (2018). Mining and biodiversity: Key issues and research needs in conservation science. Proceedings of the Royal Society B: Biological Sciences. https://doi.org/10.1098/rspb.2018.1926
Tun, A. Z., Wongsasuluk, P., & Siriwong, W. (2020). Heavy metals in the soils of placer small-scale gold mining sites in Myanmar. Journal of Health and Pollution. https://doi.org/10.5696/2156-9614-10.27.200911
Turekian, K. K., Uniucrsity, Y., & Haven, N. (1961). Distribution of the elements in some major units of the earths crust. February, pp 175–192.
U.S. Environmental Protection Agency. (2011). Soil and dust ingestion. Exposure factors handbook: 2011 Edition, EPA/600/R-09/052F.
U.S. Environmental Protection Agency (EPA), & OFFICE of the Science Advisor Risk Assessment Forum. (2011). Recommended use of body weight 3/4 as the default method in derivation of the oral reference dose. Epa/100/R11/0001, 1–39.
USEPA. (2004). Risk assessment guidance for superfund (RAGS). Volume I. Human health evaluation manual (HHEM). Part E. Supplemental guidance for dermal risk assessment. Us Epa, 1(540/R/99/005).
USEPA. (2011). Exposure factors handbook: 2011 edition. September.
USEPA. (2016). Human health risk assessment. https://www.epa.gov/risk/human-health-risk-assessment
USEPA. (2017). Conducting a human health risk assessment. https://www.epa.gov/risk/conducting-human-health-risk-assessment
Vietnam General Statistic Office. (2020). Completed results of the 2019 Vietnam population and housing census. (in Vietnamese).
Vietnam News Agency. (2006). Nearly 500 gold ore points and original gold mines in Vietnam. NhanDan Online. (in Vietnamese).
Wang, X., Sato, T., Xing, B., & Tao, S. (2005). Health risks of heavy metals to the general public in Tianjin, China via consumption of vegetables and fish. Science of the Total Environment, 350(1–3), 28–37. https://doi.org/10.1016/j.scitotenv.2004.09.044
Weissmannová, H. D., Mihočová, S., Chovanec, P., & Pavlovský, J. (2019). Potential ecological risk and human health risk assessment of heavy metal pollution in industrial affected soils by coal mining and metallurgy in Ostrava, Czech Republic. International Journal of Environmental Research and Public Health. https://doi.org/10.3390/ijerph16224495
World Health Organization (WHO). (2009). Principles and methods for the risk assessment of chemicals in food - Chapter 5: Dose-reponse assessment and derivation of health-based guidance values.
Zhang, Y. Y., Wu, W., & Liu, H. (2019). Factors affecting variations of soil pH in different horizons in hilly regions. PLoS ONE, 14(6), 1–13. https://doi.org/10.1371/journal.pone.0218563
Zhou, Y., Chen, Q., Deng, S.-P., Wan, J.-Z., Zhang, S.-T., Long, T., Li, Q., Lin, Y.-S., & Wu, Y.-J. (2018a). Principal Component Analysis and Ecological Risk Assessment of Heavy Metals in Farmland Soils around a Pb-Zn Mine in Southwestern China. Huan Jing Ke Xue= Huanjing Kexue / [Bian Ji, Zhongguo Ke Xue Yuan Huan Jing Ke Xue Wei Yuan Hui “Huan Jing Ke Xue” Bian Ji Wei Yuan Hui.], 39, 2884–2892. https://doi.org/10.13227/j.hjkx.201707125
Zhou, Y., Chen, Q., Deng, S. P., Wan, J. Z., Zhang, S. T., Long, T., Li, Q., Lin, Y. S., & Wu, Y. J. (2018b). Principal component analysis and ecological risk assessment of heavy metals in farmland soils around a Pb-Zn mine in Southwestern China. Huanjing Kexue/Environmental Science, 39(6), 2884–2892. https://doi.org/10.13227/j.hjkx.201707125.
Zoller, W. H., & Duce, R. A. (1976). Atmospheric concentrations and sources of trace metals at the South Pole. Report on Polar Meteorology Workshop, Reno, Nevada, 1975(183), 110–113. https://doi.org/10.1126/science.183.4121.198
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This work was supported by GIST Research Institute (GRI) grant funded by the GIST in 2020-2021.
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Tran, T.S., Dinh, V.C., Nguyen, T.A.H. et al. Soil contamination and health risk assessment from heavy metals exposure near mining area in Bac Kan province, Vietnam. Environ Geochem Health 44, 1189–1202 (2022). https://doi.org/10.1007/s10653-021-01168-7
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DOI: https://doi.org/10.1007/s10653-021-01168-7