Abstract
Heavy metal pollution in agricultural soil has negative impact on crop quality and eventually on human health. A total of 24 top soil samples were collected from paddy field near the Zhangji Coal Mine in Huainan City, Anhui Province. Seven heavy metals (Cu, Zn, As, Cr, Cd, Pb, and Ni) were selected to evaluate the pollution status through total content and chemical speciation, geo-accumulation index (Igeo), and risk assessment code (RAC) and investigate leaching behavior of heavy metals under simulated rainfall. The results of present study indicated that mining activities were responsible for elevated Cu and Cd in surrounding paddy soil. Based on the results of chemical speciation, most heavy metals were associated with the residual fraction, and the environmental risk of heavy metals in soil was sequenced as Pb > Cd > Ni > As > Zn > Cu > Cr. It revealed that Pb in soil would pose a higher environmental risk due to its higher reducible fraction, then followed by Cd, Ni, As, and Zn, which would pose a medium risk. The result of simulated rainfall leaching analysis showed that heavy metals could be categorized into two groups: concentrations of Cu, Ni, Cd, Zn, and Cr in the leachates displayed a continuous decrease tendency with the increase in accumulative simulated rain volume; whereas leachable tendency of As and Pb was enhanced with increasing leaching time and rain volume. Generally, the leaching percentage of heavy metals followed the sequence of As > Zn > Ni > Cd > Cr > Cu > Pb. More attention should be paid to the higher environmental risk of Pb and higher leaching percentage of As with regard to ecosystem safety and human health.
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References
Adriano, D. C. (2001). Trace elements in terrestrial environments: Biogeochemistry, bioavailability, and risks of metals, 2nd. New York: Springer-Verlag.
Bhuiyan, M. A. H., Parvez, L., Islam, M. A., Dampare, S. B., & Suzuki, S. (2010). Heavy metal pollution of coal mine-affected agricultural soils in the northern part of Bangladesh. Journal of Hazardous Materials, 173(1), 384–392.
Brevik, E. C., & Burgess, L. C. (2014). The influence of soils on human health. Nature Education Knowledge 5(12):1.
Brevik, E. C., Pereg, L., Steffan, J. J., & Burgess, L. C. (2018). Soil ecosystem services and human health. Current Opinion in Environmental Science & Health, 5, 87–92.
Bünemann, E. K., Bongiorno, G., Bai, Z., Creamer, R. E., De Deyn, G., de Goede, R., et al. (2018). Soil quality – a critical review. Soil Biology and Biochemistry, 120, 105–125.
Chen, J., Liu, G., Jiang, M., Chou, C.-L., Li, H., Wu, B., Zheng, L., & Jiang, D. (2011). Geochemistry of environmentally sensitive trace elements in Permian coals from the Huainan coalfield, Anhui, China. International Journal of Coal Geology, 88(1), 41–54.
Cheng, J., Zhang, X., Tang, Z., Yang, Y., Nie, Z., & Huang, Q. (2017). Concentrations and human health implications of heavy metals in market foods from a Chinese coal-mining city. Environmental Toxicology and Pharmacology, 50, 37–44.
Chibuike, G. U., & Obiora, S. C. (2014). Heavy metal polluted soils: effect on plants and bioremediation methods. Applied and Environmental Soil Science, 2014(2014), 243–254.
CMEP. (2016a). Soil and Sediment determination of aqua regia extracts of 12 metal elements-inductively coupled plasma mass spectrometry. Beijing: Environmental Science Press of China.
CMEP. (2016b). Solid waste-determination of 22 metal elements-inductively coupled plasma optical emission spectrometry. Beijing: Environmental Science Press of China.
Dai, S., Li, H., Yang, Z., Dai, M., Dong, X., Ge, X., Sun, M., & Shi, L. (2018). Effects of biochar amendments on speciation and bioavailability of heavy metals in coal-mine-contaminated soil. Human and Ecological Risk Assessment: An International Journal, 24(7), 1887–1900.
Epstein, P. R., Buonocore, J. J., Eckerle, K., Hendryx, M., Stout Iii, B. M., Heinberg, R., et al. (2011). Full cost accounting for the life cycle of coal. Annals of the New York Academy of Sciences, 1219(1), 73–98.
Fang, T., Liu, G., Zhou, C., & Lu, L. (2015). Lead in soil and agricultural products in the Huainan Coal Mining Area, Anhui, China: levels, distribution, and health implications. Environmental Monitoring and Assessment, 187(3), 152. https://doi.org/10.1007/s10661-015-4368-y.
Finkelman, R. B. (1999). Trace elements in coal. Biological Trace Element Research, 67(3), 197–204.
Guan, Q., Wang, F., Xu, C., Pan, N., Lin, J., Zhao, R., et al. (2017). Source apportionment of heavy metals in agricultural soil based on PMF: A case study in Hexi Corridor, northwest China. Chemosphere, 193, 189–197.
Hu, H., Jin, Q., & Kavan, P. (2014). A study of heavy metal pollution in China: current status, pollution-control policies and countermeasures. Sustainability, 6(9), 5820–5838.
Huang, B., Li, Z., Huang, J., Chen, G., Nie, X., Ma, W., Yao, H., Zhen, J., & Zeng, G. (2015). Aging effect on the leaching behavior of heavy metals (Cu, Zn, and Cd) in red paddy soil. Environmental Science and Pollution Research, 22(15), 11467–11477.
Huang, Y., Wang, L., Wang, W., Li, T., He, Z., & Yang, X. (2018). Current status of agricultural soil pollution by heavy metals in China: A meta-analysis. Science of The Total Environment. https://doi.org/10.1016/j.scitotenv.2018.10.185.
IEA. (2018). Global Energy & CO2 Status Report 2017. (pp. 1).
Islam, M. S., Ahmed, M. K., Raknuzzaman, M., Habibullah-Al-Mamun, M., & Islam, M. K. (2015). Heavy metal pollution in surface water and sediment: A preliminary assessment of an urban river in a developing country. Ecological Indicators, 48, 282–291.
Jiang, X., Lu, W. X., 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), 1977–2010.
Jing, F., Chen, X., Yang, Z., & Guo, B. (2018). Heavy metals status, transport mechanisms, sources, and factors affecting their mobility in Chinese agricultural soils. Environmental Earth Sciences, 77(3), 104. https://doi.org/10.1007/s12665-018-7299-4.
Kaiser, J. (2004). Wounding earth’s fragile skin. Science, 304(5677), 1616. https://doi.org/10.1126/science.304.5677.1616.
Landrigan, P. J., Fuller, R., Acosta, N. J. R., Adeyi, O., Arnold, R., Basu, N., et al. (2018a). The Lancet Commission on pollution and health. The Lancet, 391(10119), 462–512.
Landrigan, P. J., Fuller, R., Hu, H., Caravanos, J., Cropper, M. L., Hanrahan, D., Sandilya, K., Chiles, T. C., Kumar, P., & Suk, W. A. (2018b). Pollution and global health - an agenda for prevention. Environmental Health Perspectives, 126(8), 084501.
Li, H. W., Yan, S. L., & Cui, L. P. (2008). Heavy metal soil pollution assessment of Huainan Xinji mining area. Mining Safety & Environmental Protection, 35, 36–38.
Li, H., Liu, G., Sun, R., Chen, J., Wu, B., & Chou, C. L. (2013). Relationships between trace element abundances and depositional environments of coals from the Zhangji coal mine, Anhui Province, China. Energy Exploration & Exploitation, 31(1), 89–108.
Li, H., Liu, G.-J., & Cao, Y. (2014a). Content and distribution of trace elements and polycyclic aromatic hydrocarbons in fly ash from a coal-fired CHP Plant. Aerosol and Air Quality Research, 14(4), 1179–1188.
Li, Z., Ma, Z., van der Kuijp, T. J., Yuan, Z., & Huang, L. (2014b). A review of soil heavy metal pollution from mines in China: Pollution and health risk assessment. Science of the Total Environment, 468-469, 843–853.
Li, J., Li, K., Cave, M., Li, H. B., & Ma, L. Q. (2015). Lead bioaccessibility in 12 contaminated soils from China: Correlation to lead relative bioavailability and lead in different fractions. Journal of hazardous materials, 295, 55-62.
Li, F., Li, Z., Mao, P., Li, Y., Li, Y., McBride, M. B., Wu, J., & Zhuang, P. (2018). Heavy metal availability, bioaccessibility, and leachability in contaminated soil: effects of pig manure and earthworms. Environmental Science and Pollution Research, 26, 20030–20039. https://doi.org/10.1007/s11356-018-2080-5.
Li, J., Xu, Y., Wang, L., Li, F. J. E. S., & Research, P. (2019). Heavy metal occurrence and risk assessment in dairy feeds and manures from the typical intensive dairy farms in China. Environmental Science and Pollution Research, 26(7), 6348-6358.
Liu, M., Zhong, J., Zheng, X., Yu, J., Liu, D., & Fan, C. (2018). Fraction distribution and leaching behavior of heavy metals in dredged sediment disposal sites around Meiliang Bay, Lake Taihu (China). Environmental Science and Pollution Research, 25(10), 9737–9744.
Lu, Y., Song, S., Wang, R., Liu, Z., Meng, J., Sweetman, A. J., Jenkins, A., Ferrier, R. C., Li, H., Luo, W., & Wang, T. (2015). Impacts of soil and water pollution on food safety and health risks in China. Environment International, 77, 5–15. https://doi.org/10.1016/j.envint.2014.12.010.
Luo, Y. M., & Teng, Y. (2006). Status of soil pollution degradation and countermeasures in China. Soils, 38(5), 505–508.
Luo, L., Ma, Y., Zhang, S., Wei, D., & Zhu, Y.-G. (2009). An inventory of trace element inputs to agricultural soils in China. Journal of Environmental Management, 90(8), 2524–2530.
Ma, Y., Lombi, E., Oliver, I. W., Nolan, A. L., & McLaughlin, M. J. (2006). Long-term aging of copper added to soils. Environmental Science & Technology, 40(20), 6310–6317.
Ma, Y., Lombi, E., Nolan, A. L., & Mclaughlin, M. J. (2010). Short-term natural attenuation of copper in soils: effects of time, temperature, and soil characteristics. Environmental Toxicology & Chemistry, 25(3), 652–658.
Mi, Z., Zheng, J., Meng, J., Shan, Y., Zheng, H., Ou, J., Guan, D., & Wei, Y. M. (2018). China's energy consumption in the new normal. Earth’s Future, 6(7), 1007–1016.
Muller, G. (1969). Index of geoaccumulation in sediments of the Rhine River. Geojournal, 2(108), 108–118.
Nemati, K., Bakar, N. K. A., Abas, M. R., & Sobhanzadeh, E. (2011). Speciation of heavy metals by modified BCR sequential extraction procedure in different depths of sediments from Sungai Buloh, Selangor, Malaysia. Journal of Hazardous Materials, 192(1), 402–410.
Ouyang, W., Huang, W., Hao, X., Tysklind, M., Haglund, P., & Hao, F. (2017). Watershed soil Cd loss after long-term agricultural practice and biochar amendment under four rainfall levels. Water Research, 122, 692–700.
Ouyang, Z., Gao, L., & Yang, C. (2018). Distribution, sources and influence factors of polycyclic aromatic hydrocarbon at different depths of the soil and sediments of two typical coal mining subsidence areas in Huainan, China. Ecotoxicology and Environmental Safety, 163, 255–265.
Pandey, B., Agrawal, M., & Singh, S. (2016). Ecological risk assessment of soil contamination by trace elements around coal mining area. Journal of Soils and Sediments, 16(1), 159–168.
Perin, G., Craboledda, L., Lucchese, M., Cirillo, R., Dotta, L., Zanette, M., et al. (1985). Heavy metal speciation in the sediments of northern Adriatic Sea. A new approach for environmental toxicity determination. Heavy metals in the environment, 2(1), 454-456.
Reich, P., & Eswaran, H. (2004). Major land resource constraints map: summary (soil and trouble). Science, 304, 1614–1615.
Reza, S. K., Baruah, U., Singh, S. K., & Das, T. H. J. E. E. S. (2015). Geostatistical and multivariate analysis of soil heavy metal contamination near coal mining area, Northeastern India. 73(9), 5425-5433.
Rosen, V., & Chen, Y. (2014). The influence of compost addition on heavy metal distribution between operationally defined geochemical fractions and on metal accumulation in plant. Journal of Soils and Sediments, 14(4), 713–720.
Sahuquillo, A., Rigol, A., & Rauret, G. (2003). Overview of the use of leaching/extraction tests for risk assessment of trace metals in contaminated soils and sediments. TrAC Trends in Analytical Chemistry, 22(3), 152–159.
Shaheen, S. M., Rinklebe, J., Frohne, T., White, J. R., & DeLaune, R. D. (2014). Biogeochemical factors governing cobalt, nickel, selenium, and vanadium dynamics in periodically flooded Egyptian North Nile Delta rice soils. Soil Science Society of America Journal, 78(3), 1065–1078.
Shaheen, S. M., Rinklebe, J., Frohne, T., White, J. R., & DeLaune, R. D. (2016). Redox effects on release kinetics of arsenic, cadmium, cobalt, and vanadium in Wax Lake Deltaic freshwater marsh soils. Chemosphere, 150, 740–748.
Shang, W., Tang, Q., Zheng, L., Cheng, H. J. E. S., & Research, P. (2016). Chemical forms of heavy metals in agricultural soils affected by coal mining in the Linhuan subsidence of Huaibei Coalfield, Anhui Province. China., 23(23), 23683–23693.
Singh, J., & Lee, B.-K. (2015). Reduction of environmental availability and ecological risk of heavy metals in automobile shredder residues. Ecological Engineering, 81, 76–81.
Sun, Z., & Chen, J. (2018). Risk assessment of potentially toxic elements (PTEs) pollution at a rural industrial wasteland in an abandoned metallurgy factory in North China. International Journal of Environmental Research and Public Health, 15(1).
Sun, R., Liu, G., Zheng, L., & Chou, C.-L. (2010). Geochemistry of trace elements in coals from the Zhuji Mine, Huainan Coalfield, Anhui, China. International Journal of Coal Geology, 81(2), 81–96.
Sun, W., Shao, M., Granier, C., Liu, Y., Ye, C. S., & Zheng, J. Y. (2018). Long-term trends of anthropogenic SO2, NOx, CO, and NMVOCs emissions in China. Earth’s Future. https://doi.org/10.1029/2018EF000822.
Teixeira, E., Ortiz, L., Alves, M., & Sanchez, J. J. E. G. (2001). Distribution of selected heavy metals in fluvial sediments of the coal mining region of Baixo Jacuí, RS, Brazil[J]. Environmental Geology, 2001, 41(1-2): 145-154.
Tian, H., Wang, Y., Xue, Z., Cheng, K., Qu, Y., Chai, F., et al. (2010). Trend and characteristics of atmospheric emissions of Hg, As, and Se from coal combustion in China, 1980–2007. Atmospheric Chemistry and Physics, 10(23), 11905–11919.
Tollefson, J. (2017). World’s carbon emissions set to spike by 2% in 2017. Nature News, 551(7680), 283.
Wadgaonkar, S. L., Ferraro, A., Nancharaiah, Y. V., Dhillon, K. S., Fabbricino, M., Esposito, G., et al. (2019). In situ and ex situ bioremediation of seleniferous soils from northwestern India. Journal of Soils and Sediments, 19(2), 762–773.
Wang, D.-Z., Jiang, X., Rao, W., & He, J.-Z. (2009). Kinetics of soil cadmium desorption under simulated acid rain. Ecological Complexity, 6(4), 432–437.
Wang, D., Bai, J., Wang, W., Zhang, G., Cui, B., Liu, X., et al. (2018). Comprehensive assessment of soil quality for different wetlands in a Chinese delta. Land Degradation & Development. https://doi.org/10.1002/ldr.3086.
Xiao, R., Wang, S., Li, R., Wang, J. J., & Zhang, Z. (2017a). Soil heavy metal contamination and health risks associated with artisanal gold mining in Tongguan, Shaanxi, China. Ecotoxicology and Environmental Safety, 141, 17–24.
Xiao, X., Jiang, Z., Guo, Z., Wang, M., Zhu, H., & Han, X. (2017b). Effect of simulated acid rain on leaching and transformation of vanadium in paddy soils from stone coal smelting area. Process Safety and Environmental Protection, 109, 697–703.
Xiong, H., Hu, H., Wang, Z., & Wang, X. (2015). Research on distribution characteristics and pollution source of heavy metal pollution in soil in Huainan coal mining area. Journal of Hefei University of Technology, 38(5), 686–692 (In Chinese with English abstract).
Yan, B., Liu, S., Zhao, B., Li, X., Fu, Q., & Jiang, G. (2018). China’s Fight for Clean Air and Human Health. Environmental Science & Technology, 52(15), 8063–8064.
You, C. F., & Xu, X. C. (2010). Coal combustion and its pollution control in China. Energy, 35(11), 4467–4472.
Zhang, Y., Feng, Q., Meng, Q., Lu, P., & Meng, L. (2012). Distribution and bioavailability of metals in subsidence land in a coal mine China. Bulletin of Environmental Contamination and Toxicology, 89(6), 1225–1230.
Zhang, X., Zhong, T., Liu, L., & Ouyang, X. (2015). Impact of soil heavy metal pollution on food safety in China. PLoS One, 10(8), e0135182.
Zhang, C., Shan, B., Tang, W., Dong, L., Zhang, W., & Pei, Y. (2017). Heavy metal concentrations and speciation in riverine sediments and the risks posed in three urban belts in the Haihe Basin. Ecotoxicology and Environmental Safety, 139, 263–271.
Zhang, T., Xu, W., Lin, X., Yan, H., Ma, M., & He, Z. (2019). Assessment of heavy metals pollution of soybean grains in North Anhui of China. Science of the Total Environment, 646, 914–922.
Zhou, J.-M., Dang, Z., Cai, M.-F., & Liu, C.-Q. (2007). Soil heavy metal pollution around the Dabaoshan Mine, Guangdong Province, China. Pedosphere, 17(5), 588–594.
Zhou, T., Li, L., Zhang, X., Zheng, J., Zheng, J., Joseph, S., & Pan, G. (2016). Changes in organic carbon and nitrogen in soil with metal pollution by Cd, Cu, Pb and Zn: a meta-analysis. European Journal of Soil Science, 67(2), 237–246.
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The authors would like to thank the anonymous reviewers for their helpful comments, which improved the content of the present article.
Funding
This work was financially supported by the Anhui Science and Technology Major Project (NO.18030701186), Youth Development Project from School of Resources and Environment AHAU, the Project Startup Foundation for Advanced Talents AHAU (NO.YJ2018-56), College Students’ Innovative Entrepreneurial Training Plan Program (NO.XJDC2018466).
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Li, H., Xu, W., Dai, M. et al. Assessing heavy metal pollution in paddy soil from coal mining area, Anhui, China. Environ Monit Assess 191, 518 (2019). https://doi.org/10.1007/s10661-019-7659-x
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DOI: https://doi.org/10.1007/s10661-019-7659-x