Skip to main content

Advertisement

Log in

Ecological security and health risk assessment of soil heavy metals on a village-level scale, based on different land use types

  • Original Paper
  • Published:
Environmental Geochemistry and Health Aims and scope Submit manuscript

Abstract

Land use affects the accumulation of heavy metals in soil, which will endanger ecological safety and human health. Taking the village as an administrative unit, the ecological safety and health risks of heavy metals, namely, Cr, Cu, Zn, and Pb in soils in the Houzhai River Watershed of Guizhou Province, China, were evaluated based on land use types by the Hakanson potential ecological risk methods and human health risk model. Results showed that the spatial heterogeneity of Cu and Zn was greatly affected by primary structural factors, and Cr and Pb were interfered by both structural factors and human activities. The geo-accumulation index of the heavy metals showed a light pollution in the study area. The comprehensive potential ecological risk of heavy metal in the area was divided into three levels: slight, moderate, and intense, and it is spatially high in the northwest and low in the southeast. Both non-carcinogenic risk and carcinogenic risk of the heavy metals to the human body are not significant and are acceptable. The risks of children are higher than adults, and direct intake is the primary route of exposure in the area. The potential ecological risk and human health risk of soil heavy metals are relatively obviously affected by digital elevation data and normalized vegetation index. The study has certain reference value for the prevention and control of regional soil heavy metal risk.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Al-Haidarey, M. J. S., Hassan, F. M., Al-Kubaisey, A. R. A., & Douabul, A. A. Z. (2010). The geoaccumulation index of some heavy metals in Al-Hawizeh Marsh, Iraq. E-Journal of Chemistry, 7, S157–S162. https://doi.org/10.1155/2010/839178.

    Article  CAS  Google Scholar 

  • Alissa, E. M., & Ferns, G. A. (2011). Heavy metal poisoning and cardiovascular disease. Journal of Toxicology, 2011, 870125. https://doi.org/10.1155/2011/870125.

    Article  CAS  Google Scholar 

  • ATSDR. (2003). Toxicological profile information sheet [EB /OL]. http://www.atsdr.cdc.gov/toxprofiles.

  • Bai, J. H., Yang, Z. F., Cui, B. S., Gao, H. F., & Ding, Q. Y. (2010). Some heavy metals distribution in wetland soils under different land use types along a typical plateau lake China. Soil and Tillage Research, 106(2), 344–348. https://doi.org/10.1016/j.still.2009.11.003.

    Article  Google Scholar 

  • Burgos, P., Madejon, E., Perez-De-Mora, A., & Cabrera, F. (2006). Spatial variability of the chemical characteristics of a trace-element-contaminated soil before and after remediation. Geoderma, 130(1–2), 157–175. https://doi.org/10.1016/j.geoderma.2005.01.016.

    Article  CAS  Google Scholar 

  • Cai, G., Zhang, X., Liang, M., Ye, L., & Jiang, J. (2014). Health risk assessment of heavy metals pollution in farmland soil surrounding Dachang ore district in Nandan. Journal of Guilin University of Technology, 34, 554–559.

    Google Scholar 

  • Center, N. E. M. (1990). Background values of soil elements in China.

  • Chen, H. Y., Teng, Y. G., Lu, S. J., Wang, Y. Y., & Wang, J. S. (2015). Contamination features and health risk of soil heavy metals in China. Science of the Total Environment, 512, 143–153. https://doi.org/10.1016/j.scitotenv.2015.01.025.

    Article  CAS  Google Scholar 

  • Chen, J., Zhang, H., He, X., Cao, S., & Yang, G. (2010). Distribution and evaluation on potential ecological risk of heavy metals in soils of Huzhou. Soils, 42, 595–599.

    CAS  Google Scholar 

  • Chen, X., Ma, J., Li, X., Liu, D., & Li, Y. (2014). Health risk assessment of soil heavy metals in residential communities built on brownfields. Environmental Science, 35, 1068–1074.

    Google Scholar 

  • Fernandez, J. A., & Carballeira, A. (2001). Evaluation of contamination, by different elements, in terrestrial mosses. Archives of Environmental Contamination and Toxicology, 40(4), 461–468.

    CAS  Google Scholar 

  • Gu, Y., & Gao, F. (2017). Spatial distribution and health risk assessment of heavy metals in provincial capital cities, China. Environmental Chemistry, 36, 62–71.

    CAS  Google Scholar 

  • Hakanson, L. (1980). An ecological risk index for aquatic pollution control: A sediment ecological approach. Water Research, 14, 975–1001.

    Google Scholar 

  • Hasan, A. B., Kabir, S., Reza, A. H. M. S., Zaman, M. N., Ahsan, A., & Rashid, M. (2013). Enrichment factor and geo-accumulation index of trace metals in sediments of the ship breaking area of Sitakund Upazilla (Bhatiary-Kumira), Chittagong, Bangladesh. Journal of Geochemical Exploration, 125, 130–137. https://doi.org/10.1016/j.gexplo.2012.12.002.

    Article  CAS  Google Scholar 

  • Huang, J. H., Liu, W. C., Zeng, G. M., Li, F., Huang, X. L., Gu, Y. L., et al. (2016). An exploration of spatial human health risk assessment of soil toxic metals under different land uses using sequential indicator simulation. Ecotoxicology and Environmental Safety, 129, 199–209. https://doi.org/10.1016/j.ecoenv.2016.03.029.

    Article  CAS  Google Scholar 

  • Jiang, Y. X., Zeng, X. C., Fan, X. T., Chao, S. H., Zhu, M. L., & Cao, H. B. (2015). Levels of arsenic pollution in daily foodstuffs and soils and its associated human health risk in a town in Jiangsu Province, China. Ecotoxicology and Environmental Safety, 122, 198–204. https://doi.org/10.1016/j.ecoenv.2015.07.018.

    Article  CAS  Google Scholar 

  • Jiao, X., Teng, Y., Zhan, Y., Wu, J., & Lin, X. (2015). Soil heavy metal pollution and risk assessment in Shenyang industrial district Northeast China. PLoS One, 10(5), e0127736. https://doi.org/10.1371/journal.pone.0127736.

    Article  CAS  Google Scholar 

  • Khlifi, R., & Hamza-Chaffai, A. (2010). Head and neck cancer due to heavy metal exposure via tobacco smoking and professional exposure: A review. Toxicology and Applied Pharmacology, 248(2), 71–88. https://doi.org/10.1016/j.taap.2010.08.003.

    Article  CAS  Google Scholar 

  • Kim, N. H., Hyun, Y. Y., Lee, K. B., Chang, Y., Rhu, S., Oh, K. H., et al. (2015). Environmental heavy metal exposure and chronic kidney disease in the general population. Journal of Korean Medical Science, 30(3), 272–277. https://doi.org/10.3346/jkms.2015.30.3.272.

    Article  CAS  Google Scholar 

  • Li, C. F., Cao, J. F., Lu, J. S., Yao, L., & Wu, Q. Y. (2018). Ecological risk assessment of soil heavy metals for different types of land use and evaluation of human health. Huan Jing Ke Xue, 39(12), 5628–5638. https://doi.org/10.13227/j.hjkx.201804228.

    Article  Google Scholar 

  • Li, P., Zhang, B., Wang, W., & Gao, P. (2016). Contamination and risk assessment of heavy metal in urban soils of China. China Population Resources & Environment, 26, 88–90.

    Google Scholar 

  • Li, Q., Wu, Q., Gao, J., Ma, J., Xu, Q., & Yu, S. (2015). Distribution of heavy metals in topsoils affected by land use patterns at a small watershed scale: a case study in the Bantou Reservoir watershed in Xiamen, China. Acta Ecologica Sinica, 35, 5486–5494.

    CAS  Google Scholar 

  • Li, Z. Y., Ma, Z. W., van der Kuijp, T. J., Yuan, Z. W., & Huang, L. (2014). A review of soil heavy metal pollution from mines in China: Pollution and health risk assessment. Science of the Total Environment, 468, 843–853. https://doi.org/10.1016/j.scitotenv.2013.08.090.

    Article  CAS  Google Scholar 

  • Lingming, L., Yu, D., Chen, Y., Song, W., Liang, D., & Wang, Z. (2014). Spatial distribution and sources of heavy metals in soils of Jinghui Irrigated Area of Shaanxi, China. Transactions of the Chinese Society of Agricultural Engineering, 30, 88–96. https://doi.org/10.3969/j.issn.1002-6819.2014.06.011.

    Article  Google Scholar 

  • Liu, F., Yu, L., Wu, H., & Xu, B. (2015). Survey of the content of cadmium and lead in rural soil, Ningxia. Modern Preventive Medicine, 42, 798–800.

    CAS  Google Scholar 

  • Liu, Q., Wang, J., Shi, X., Zhang, Y., & Wang, Q. (2008a). Health risk assessment on heavy metals in soil based on GIS-A case study in Cixi City of Zejiang Province. Chinese Journal of Soil Science, 39, 634–640. https://doi.org/10.19336/j.cnki.trtb.2008.03.035.

    Article  Google Scholar 

  • Liu, Q., Wang, J., Wang, Q., Zhang, J., & Zhang, Y. (2008b). Potential ecological risk assessment of heavy metal in soils based on GIS. Science of Surveying & Mapping, 33, 90–92. https://doi.org/10.3771/j.issn.1009-2307.2008.03.031.

    Article  CAS  Google Scholar 

  • Liu, Y., Zhang, I., Han, X., Zhuang, T., Shi, Z., & Lu, X. (2012). Spatial variability and evaluation of soil heavy metal contamination in the urban-transect of Shanghai. Environmental Science, 33, 599–605.

    Google Scholar 

  • 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.

    Article  CAS  Google Scholar 

  • Ma, J., Wang, X., Hou, Q., & Duan, H. (2011). Pollution and potential ecological risk of heavy metals in surface dust on urban kindergartens. Geographical Research, 30, 486–495.

    CAS  Google Scholar 

  • Ma, Z., Li, T., Qu, C., Bi, J., & Huang, L. (2014). Evaluation and source identification of trace element contamination of soils in the Qixia lead-zinc mining area, Jiangsu China. Journal of Soils and Sediments, 14(10), 1703–1712. https://doi.org/10.1007/s11368-014-0900-x.

    Article  CAS  Google Scholar 

  • Mamattursun, E., Ajigul, M., Anwar, M., & Ma, G. (2017). Assessment of heavy metal pollution and its potential ecological risks of farmland soils of oasis in bosten lake basin. Acta Geographica Sinica, 72, 1680–1694. https://doi.org/10.11821/dlxb201709012.

    Article  Google Scholar 

  • Man, Y. B., Sun, X. L., Zhao, Y. G., Lopez, B. N., Chung, S. S., Wu, S. C., et al. (2010). Health risk assessment of abandoned agricultural soils based on heavy metal contents in Hong Kong, the world's most populated city. Environment International, 36(6), 570–576. https://doi.org/10.1016/j.envint.2010.04.014.

    Article  CAS  Google Scholar 

  • MEPPRC. (2014). Technical guidelines for risk assessment of contaminated sites. In Ministry of environmental protection of the People’s Republic of China, Beijing.

  • Olawoyin, R., Oyewole, S. A., & Grayson, R. L. (2012). Potential risk effect from elevated levels of soil heavy metals on human health in the Niger delta. Ecotoxicology and Environmental Safety, 85, 120–130. https://doi.org/10.1016/j.ecoenv.2012.08.004.

    Article  CAS  Google Scholar 

  • Pan, Q., & Pan, F. (2015). Status and assessment of heavy metal pollution in soils of metallurgical cities in Hunan Province. Jiangsu Agricultural Sciences, 43, 405–410.

    Google Scholar 

  • Qian, Y., Yu, H., & Wang, L. (2013). Spatial distribution of heavy metal content in the farm lands from Midong district of Urumqi. Arid Land Geography, 30, 88–96. https://doi.org/10.13826/j.cnki.cn65-1103/x.2013.02.012.

    Article  Google Scholar 

  • Sport, G. A. O. (2011). Guizhou Provincial People's Physical Fitness Monitoring Bulletin 2010. https://www.sport.gov.cn/n316/n338/c213051/content.html.

  • Tian, S. Q., Wang, S. J., Bai, X. Y., Zhou, D. Q., Luo, G. J., Wang, J. F., et al. (2019). Hyperspectral prediction model of metal content in soil based on the genetic ant colony algorithm. Sustainability. https://doi.org/10.3390/su11113197.

    Article  Google Scholar 

  • US EPA (1996). Soil screening guidance: technical background document.

  • Wang, J., Li, X., Christakos, G., Liao, Y., Zhang, T., Gu, X., et al. (2010). Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. International Journal of Geographical Information Science, 24, 107–127. https://doi.org/10.1080/13658810802443457.

    Article  CAS  Google Scholar 

  • Wang, J., & Xu, C. (2017). Geodetector: Principle and prospective. Acta Geographica sinica, 72, 116–134. https://doi.org/10.11821/dlxb201701010.

    Article  Google Scholar 

  • Wang, Y., Liu, J., & Zhu, F. (2014). Study on the correlation of heavy metal exposure with Parkinson's disease. Chinese Journal of Practical Nervous Diseases, 17, 16–17.

    Google Scholar 

  • Wei, X., Gao, B., Wang, P., Zhou, H. D., & Lu, J. (2015). Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing, China. Ecotoxicology and Environmental Safety, 112, 186–192. https://doi.org/10.1016/j.ecoenv.2014.11.005.

    Article  CAS  Google Scholar 

  • Wei, Z., Wang, D., Zhou, H., & Qi, Z. (2011). Assessment of soil heavy metal pollution with principal component analysis and geoaccumulation index. Procedia Environmental Sciences, 10, 1946–1952. https://doi.org/10.1016/j.proenv.2011.09.305.

    Article  CAS  Google Scholar 

  • Wu, J., Song, J., Li, W., & Zheng, M. (2016). The accumulation of heavy metals in agricultural land and the associated potential ecological risks in Shenzhen China. Environmental Science and Pollution Research, 23(2), 1428–1440. https://doi.org/10.1007/s11356-015-5303-z.

    Article  CAS  Google Scholar 

  • Xu, X. H., Zhao, Y. C., Zhao, X. Y., Wang, Y. D., & Deng, W. J. (2014). Sources of heavy metal pollution in agricultural soils of a rapidly industrializing area in the Yangtze Delta of China. Ecotoxicology and Environmental Safety, 108, 161–167. https://doi.org/10.1016/j.ecoenv.2014.07.001.

    Article  CAS  Google Scholar 

  • Yang, Y., Shi, X., & Zhang, C. (2016). Spatial distribution and evaluation of heavy metal pollution of reclaiming village based on nemerow integrated pollution index method. Research of Soil & Water Conservation, 23, 338–343. https://doi.org/10.13869/j.cnki.rswc.2016.04.043.

    Article  Google Scholar 

  • Yao, Z. (2011). The harm of lead to human health. Studies of Trace Elements and Health, 28, 67–68.

    CAS  Google Scholar 

  • Zhang, L., Mo, Z., Qin, J., Chen, Z., Xiong, Y., Wei, Y., et al. (2014). Contamination of heavy metals in soils and health risk assessment in children in a downstream village of Dachang mining area in Guangxi. Journal of Environment & Health, 31, 512–516. https://doi.org/10.16241/j.cnki.1001-5914.2014.06.023.

    Article  Google Scholar 

  • Zheng, R., Zhao, J., Zhou, X., Ma, C., Wang, L., & Gao, X. (2016). Land use effects on the distribution and speciation of heavy metals and arsenic in coastal soils on chongming island in the Yangtze River Estuary China. Pedosphere, 26(1), 74–84. https://doi.org/10.1016/S1002-0160(15)60024-8.

    Article  CAS  Google Scholar 

  • Zhong, X., Zhou, S., & Zhao, Q. (2007). Spatial characteristics and potential ecological risk of soil heavy metals contamination in the Yangtze River delta-a case study of Taicang city, Jiangsu Province. Scientia Geographica Sinica, 27, 395–400.

    Google Scholar 

  • Zong, Q., Dou, L., Hou, Q., Yang, Z., You, Y., & Tang, Z. (2017). Regional ecological risk assessment of soil heavy metals in pearl river delta economic zone based on different land uses. Advances in Earth Science, 32, 875–884.

    Google Scholar 

Download references

Acknowledgements

This research work was supported jointly by national key research program of China (Nos. 2016YFC0502300 and 2016YFC0502102), Western Light Talent Program (Category A) (No. 2018- 99), United fund of karst science research center (No. U1612441), Science and Technology Plan of Guizhou Province of China (2017–2966), Chinese academy of science and technology services network program (No. KFJ-STS-ZDTP-036) and international cooperation agency international partnership program (Nos. 132852KYSB20170029, 2014–3), International cooperation research projects of the national natural science fund committee (No. 41571130074 & 41571130042).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaoyong Bai.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tian, S., Wang, S., Bai, X. et al. Ecological security and health risk assessment of soil heavy metals on a village-level scale, based on different land use types. Environ Geochem Health 42, 3393–3413 (2020). https://doi.org/10.1007/s10653-020-00583-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10653-020-00583-6

Keywords

Navigation