Skip to main content
Log in

Source identification study of heavy metal contamination in the industrial hub of Unnao, India

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

Abstract

India's Unnao region is home to many leather-treatment facilities and related industries. Industrial and agricultural waste leads to heavy metal contamination that infiltrates groundwater and leads to human health hazards. This work measured the amount of heavy metal in groundwater at specific sites near the industrial facilities in Unnao and identified potential sources of contamination as anthropogenic or lithogenic. Groundwater samples were taken from 10 bore well sites chosen for depth and proximity to industry. Data obtained from sample sites was interpreted using a multivariate statistical analytical approach, i.e., principal component analysis, clustering analysis, and correlation analysis. The results of the multivariate analysis showed that cadmium, copper, manganese, nickel, lead, and zinc were correlated with anthropogenic sources, while iron and chromium were associated with lithogenic sources. These findings provide information on the possible sources of heavy metal contamination and could be a model for assessing and monitoring heavy metal pollution in groundwater in other locales. This study analyzed a selection of heavy metals chosen on the basis of industries located in the study area, which might not provide a complete range of information about the sources and availability of all heavy metals. Therefore, an extended investigation on heavy metal fractions will be developed in further studies.

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

Similar content being viewed by others

Abbreviations

CA:

Cluster analysis

Cd:

Cadmium

Co:

Cobalt

CM:

Correlation matrix

Cr:

Chromium

Cu:

Copper

GPS:

Global positioning satellite

Hg:

Mercury

km2 :

Square kilometer

ml:

Milliliter

Mn:

Manganese

mg/L:

Milligrams per liter

mS/cm:

Milli-Siemens per centimeter

Ni:

Nickel

Pb:

Lead

PCA:

Principal component analysis

ppt:

Parts per thousand

TDS:

Total dissolved solids

Zn:

Zinc

References

  • Ansari, A. A., Singh, I. B., & Tobschall, H. J. (1998). Organotin compounds in surface and pore waters of Ganga Plain in the Kanpur-Unnao industrial region, India. Science of The Total Environment, 223, 157–166.

    Article  CAS  Google Scholar 

  • Ansari, A. A., Singh, I. B., & Tobschall, H. J. (1999). Status of anthropogenically induced metal pollution in the Kanpur-Unnao industrial region of the Ganga Plain, India. Environmental Geology, 38, 25–33.

    Article  CAS  Google Scholar 

  • Ansari, A. A., Singh, I. B., & Tobschall, H. J. (2000). Role of monsoon rain on concentrations and dispersion patterns of metal pollutants in sediments and soils of the Ganga Plain, India. Environmental Geology, 39, 221–237.

    Article  CAS  Google Scholar 

  • Covelo, E. F., Vega, F. A., & Andrade, M. L. (2007). Simultaneous sorption and desorption of Cd, Cr, Cu, Ni, Pb, and Zn in acid soils: II. Soil ranking and influence of soil characteristics. Journal of Hazardous Materials, 147, 862–870.

    Article  CAS  Google Scholar 

  • Einax, J. W., & Soldt, U. (1999). Geostatistical and multivariate statistical methods for the assessment of polluted soils—merits and limitations. Chemometrics and Intelligent Laboratory Systems, 46, 79–91.

    Article  CAS  Google Scholar 

  • Facchinelli, A., Sacchi, E., & Mallen, L. (2001). Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. Environmental Pollution, 114, 313–324.

    Article  CAS  Google Scholar 

  • Huamain, C. (2005). Environmental soil science. Beijing: Science Press.

    Google Scholar 

  • Huamain, C., Chunrong, Z., Cong, T., & Yongguan, Z. (1999). Heavy metal pollution in soils in China: status and countermeasures. Ambio, 28, 130–134.

    Google Scholar 

  • Micó, C., Recatalá, L., Peris, M., & Sánchez, J. (2006). Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere, 65, 863–872.

    Article  Google Scholar 

  • Ministry of Water Resources (2013). The report of the committee on pollution caused by leather tanning industry to the water bodies/ground water in Unnao district of Uttar Pradesh, NIH Roorkee. http://www.indiaenvironmentportal.org.in/files/file/pollution%20caused%20by%20leather%20tannery%20industry%20in%20Unnao%20district.pdf

  • MSME (2012). Brief industrial profile of Unnao District U.P. Government of India. http://dcmsme.gov.in/dips/DIP%20Unnao.pdf.

  • Oliva, S. R., & Espinosa, A. J. F. (2007). Monitoring of heavy metals in topsoils, atmospheric particles and plant leaves to identify possible contamination sources. Microchemical Journal, 86, 131–139.

    Article  Google Scholar 

  • Richard, J.B., Gregory, C.A. (1985). Applied regression analysis and experimental design. Marcel Dekker. London: CRC Press.

  • Samuel, B. G., Neil, J. S., & Theresa, M. (2000). Using SPSS for Windows: analyzing and understanding data. Upper Saddle River: Pearson Prentice Hall.

    Google Scholar 

  • Srinivasa Gowd, S., Ramakrishna Reddy, M., & Govil, P. K. (2010). Assessment of heavy metal contamination in soils at Jajmau (Kanpur) and Unnao industrial areas of the Ganga Plain, Uttar Pradesh, India. Journal of Hazardous Materials, 174, 113–121.

    Article  CAS  Google Scholar 

  • Tuncer, G. T., Tuncel, S. G., Tuncel, G., & Balkas, T. I. (1993). Metal pollution in the Golden Horn, Turkey—contribution of natural and anthropogenic components since 1913. Water Science and Technology, 28, 59–64.

    CAS  Google Scholar 

  • USEPA (2009). Drinking water contaminants. National primary drinking water regulations. EPA 816-F-09–0004.

  • Vankar, P. S., & Dwivedi, A. K. (2009). Raw skin preservation through sodium salts—a comparative analysis. Desalination, 249, 158–162.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ashish Kr. Dwivedi.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Dwivedi, A.K., Vankar, P.S. Source identification study of heavy metal contamination in the industrial hub of Unnao, India. Environ Monit Assess 186, 3531–3539 (2014). https://doi.org/10.1007/s10661-014-3636-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10661-014-3636-6

Keywords

Navigation