Skip to main content

Advertisement

Log in

Source apportionment of potentially toxic elements in street dust of a coal mining area in Chhattisgarh, India, using multivariate and lead isotopic ratio analysis

  • Published:
Environmental Monitoring and Assessment Aims and scope Submit manuscript

Abstract

Street dust of Korba, Chhattisgarh, an urban industrial hub in one of India’s major coal mining areas, has been analysed for profiling and sourcing of Pb and other potentially toxic elements (PTEs). Lead isotopic ratio of dust, coal, diesel, fly ash and human blood of Korba is being reported for the first time in this study. The mean concentrations (in mg/kg) of Al, V, Cr, Fe, Mn, Ni, Cu, Zn, Cd and Pb were higher than World Background soil and Reference soil USA values and decreased in the order of Al (17000) > Fe (7550) > Mn (2740) > Cr (833) > Ni (571) > Zn (231) > Cu (152) > V (145) > Pb (98.6) > U (7.9) > Cd (1.34). About 25% of the sampled dust had Pb Igeo belonging to class IV category of heavy contamination. Dust from industrial areas was highly enriched with Cr, Cu, Pb and Mn, while those from coal mining areas had high mean V concentration. Principal component analysis extracted Al, Fe, Mn, Zn, Pb and U with the highest loading factors in Component 1 indicative of their lithogenic and anthropogenic sources. The lead isotopic ratios of the dust, coal, diesel, fly ash and eight human blood samples clustered linearly in the 207Pb/204Pb vs 208Pb/204Pb and 206Pb/204Pb vs 208Pb/204Pb plots. Airborne lead deposition from diesel-based traffic exhausts and fly ash contributed to the human blood lead level besides coal mining activities. Geospatially, while Pb was mainly concentrated in the residential, industrial and coal-mining areas, Zn and Mn were mainly distributed in the roadside areas of industrial centres.

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

Similar content being viewed by others

References

  • Belshaw, N. S., Freedman, P. A., O’Nions, R. K., Frank, M., & Guo, Y. (1998). A new variable dispersion double-focusing plasma mass spectrometer with performance illustrated for Pb isotopes. Int J Mass Spectrom, 181, 51–58.

    Article  CAS  Google Scholar 

  • Berrow, M.L., Reaves, G.A. (1984). Background levels of trace elements in soils In Proc 1st Int Conf on Environmental Contamination CEP Consultants Edinburgh Scotland: p 333–340.

  • Bhuiyan, M. A. H., Parvez, L., Islam, M. A., Dampar, 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, 384–392.

    Article  CAS  Google Scholar 

  • Census of India (2011) Population enumeration data Accessed 12 November 2016 http://wwwcensusindiagovin/2011census/population_enumerationhtml

  • Chang, T. K., Yao, P-H., Shyu, G-S., Chang, Y-F., Chou, Y-C., Shen, C-C., Chou, C-S. (2015). Lead isotope characterization of petroleum fuels in Taipei Taiwan Int J Environ Res Public Health (12):4602–4616 doi:103390/ijerph120504602.

  • Ćujić, M., Dragović, S., Dordević, M., Dragović, R. B., & Gajić, B. (2016). Environmental assessment of trace elements around the largest coal-fired power plant in Serbia. Catena, 139, 44–52.

    Article  Google Scholar 

  • Das, A., Krishna, K.V.S.S., Kumar, R., Das, A., Sengupta, S., Ghosh, J.G. (2016). Tracing lead contamination in foods in the city of Kolkata, India. Environ Sci Pollut Res doi:101007/s11356-016-7409-3.

  • Das, A., Patel, S., Krishna, K. V. S. S., Kumar, R., Saha, M. C., Dutta, S., Sengupta, S., & Guha, D. (2018). Geochemical sources of metal contamination in a coal mining area in Chhattisgarh India using lead isotopic ratios. Chemosphere, 197, 152–167.

    Article  CAS  Google Scholar 

  • Das, S. K., & Chakrapani, G. J. (2011). Assessment of trace metal toxicity in soils of Raniganj Coalfield, India. Environmental Monitoring and Assessment, 177, 63–71.

    Article  CAS  Google Scholar 

  • Díaz-Somoano, M., Kylander, M. E., Lopez-Anton, M. A., Suarez-Ruiz, I., Martínez Tarazona, M. R., Ferrat, M., Kober, B., & Weiss, D. J. (2009). Stable lead isotope compositions in selected coals from around the world and implications for present day aerosol source tracing. Environmental Science & Technology, 43(4), 1078–1085.

    Article  Google Scholar 

  • Equeenuddin, S. M., Tripathy, S., Sahoo, P. K., & Panigrahi, M. K. (2010). Hydrogeochemical characteristics of acid mine drainage and water pollution at Makum Coalfield, India. Journal of Geochemical Exploration, 105, 75–82.

    Article  CAS  Google Scholar 

  • Gu, Y., Wang, Z., Lu, S., Jiang, S., Mu, D., & Shu, Y. (2012). Multivariate statistical and GIS-based approach to identify source of anthropogenic impacts on metallic elements in sediments from the mid Guangdong coasts, China. Environ Pollut, 163, 248–255.

    Article  CAS  Google Scholar 

  • Guan, Q., Wang, F., Xu, C., Pan, N., Lin, J., Zhao, R., Yang, Y., & Luo, H. (2018). Source apportionment of heavy metals in agricultural soil based on PMF a case study in Hexi Corridor Northwest China. Chemosphere, 193, 189–197.

    Article  CAS  Google Scholar 

  • Hirata, T. (1996). Lead isotopic analyses of NIST standard reference materials using multiple collector inductively coupled plasma mass spectrometry coupled with a modified external correction method for mass discrimination effect. Analyst, 121, 1407–1411.

    Article  CAS  Google Scholar 

  • Lahd, G., Stille, M. P., Gauthier-Lafaye, F., & Millet, M. (2008). Tracing of industrial aerosol sources in an urban environment using Pb, Sr, and Nd isotopes. Environ Sci Technol, 42(3), 692–698.

    Article  Google Scholar 

  • León-Mejia, G., Espitia-Pérez, L., Hoyos-Ggiraldo, L. S., LS Da Silva, J., Hartmann, A., Henriques, J. A., & Quintana, M. (2011). Assessment of DNA damage in coal open-cast mining workers using the cytokinesis-blocked micronucleus test and the comet assay. Sci Total Environ, 409, 686–691.

    Article  Google Scholar 

  • Mandal, A., & Sengupta, D. (2002). Characterisation of coal and fly ash from coal-fired thermal power plant at Kolaghat—possible environmental hazards. Indian J Environ Prot, 22(8), 885–891.

    CAS  Google Scholar 

  • Masto, R. E., George, J., Rout, T. K., & Ram, L. C. (2017). Multi element exposure risk from soil and dust in a coal industrial area. J Geochem Explor, 176, 100–107.

    Article  CAS  Google Scholar 

  • Muller, G. (1969). Index of geoaccumulation in sediments of the Rhine River. Geo Journal, 2, 108–118.

    Google Scholar 

  • Nakamura, K., Kuwatani, T., Kawabe, Y., & Komai, T. (2016). Extraction of heavy metals characteristics of the 2011 Tohoku tsunami deposits using multiple classification analysis. Chemosphere, 144, 1241–1248.

    Article  CAS  Google Scholar 

  • Raja Rao, C.S. (Ed). (1983). Coalfields of India: coal resources of Madhya Pradesh Jammu and Kashmir Bull Geol Surv India 3: 195.

  • Rencher, C. (2002). Methods of multivariate analysis. Canada: Wiley-Interscience.

    Book  Google Scholar 

  • Sarkar, B. C., Mahanta, B. N., Saikia, K., Paul, P. R., & Singh, G. (2007). Geo-environmental quality assessment in Jharia coalfield, India, using multivariate statistics and geographic information system. Environmental Geology, 51, 1177–1196.

    Article  CAS  Google Scholar 

  • Sen, I. S., Bizimis, M., Tripathi, S. N., & Paul, D. (2016). Lead isotopic fingerprinting of aerosols to characterize the sources of atmospheric lead in an industrial city of India. Atmos Environ, 129, 27–33.

    Article  CAS  Google Scholar 

  • Shi, G., Chen, Z., Bi, C., Wang, L., Teng, J., & Li, Y. (2011). A comparative study of health risk of potentially toxic metals urban and suburban road dust in the most populated city of China. Atmos Environ, 45, 764–771.

    Article  CAS  Google Scholar 

  • Silva, L., DaBoit, K., Sampaio, C. H., Jasper, A., Andrade, M. L., Kostova, I. J., Waanders, F. B., Henke, K. R., & Hower, J. C. (2012). The occurrence of hazardous volatile elements and nanoparticles in Bulgarian coal fly ashes and the effect on human health exposure. Sci Total Environ, 416, 513–526.

    Article  CAS  Google Scholar 

  • Tang, Z. W., Chai, M., Cheng, J. L., Jin, J., Yang, Y. F., Nie, Z. Q., Huang, Q. F., & Li, Y. H. (2017). Contamination and health risks of heavy metals in street dust from a coal-mining city in eastern China. Ecotoxicol Environ Saf, 138, 83–91.

    Article  CAS  Google Scholar 

  • Taylor, S.R., McLennan, S.M. (1985) The continental crust: its composition and evolution. Blackwell London p 740.

  • Tomlinson, D. C., Wilson, J. G., Harris, C. R., & Jeffrey, D. W. (1980). Problems in the assessment of heavy metals in estuaries and the formation pollution index. Helgol Mar Res, 33, 566.

    Google Scholar 

  • White, W. M., Albarede, F., & Telouk, P. (2000). High-precision analysis of Pb isotope ratios by multi-collector ICP-MS. Chem Geol, 167, 257–270.

    Article  CAS  Google Scholar 

  • Yang, L. (2009). Accurate and precise determination of isotopic ratios by MC-ICP-MS: a review. Mass Spectrom. Rev., 2009(28), 990.

    Article  Google Scholar 

  • Zhang, J., & Liu, C. L. (2002). Riverine composition and estuarine geochemistry of particulate metals in China—weathering features anthropogenic impact and chemical fluxes. Estuar Coastal Shelf Sci, 54, 1051–1070.

    Article  CAS  Google Scholar 

  • Zhang, W., Feng, H., Chang, J., Qu, J., Xie, H., & Yu, L. (2009). Heavy metal contamination in surface sediments of Yangtze River intertidal zone: an assessment from different indexes. Environmental Pollution, 157, 1533–1543.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors would like to express their gratitude to the Director General of the Geological Survey of India, Kolkata, for his permission to publish. Dr. Joy Gopal Ghosh, Deputy Director-General, Northern Region, Dehradun, and Mr. Siladitya Sengupta, Director, National Centre of Excellence for Geological Research, Faridabad of the Geological Survey of India, are acknowledged for their suggestions and comments in data analysis of the lead isotopic ratios. We also would like to thank South Eastern Coal Limited (SECL) for permitting us to visit the Korba Coalfields for sampling. Finally, thanks are due to Mr. Rajeev Kumar Gautam for his assistance in microwave digestion and Mr. Khara Mahato for processing of the samples.

Funding

The present study is an outcome of the Research Project (M4GIG/NC/CHQ//2017/12937) initiated and funded by the Geological Survey of India, Kolkata, in April 2016.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Avijit Das.

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

Das, A., Kumar, R., Patel, S.S. et al. Source apportionment of potentially toxic elements in street dust of a coal mining area in Chhattisgarh, India, using multivariate and lead isotopic ratio analysis. Environ Monit Assess 192, 396 (2020). https://doi.org/10.1007/s10661-020-08321-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10661-020-08321-2

Keywords

Navigation