Skip to main content

Advertisement

Log in

Assessment of heavy metal pollution in soils around a paper mill using metal fractionation and multivariate analysis

  • Original Paper
  • Published:
International Journal of Environmental Science and Technology Aims and scope Submit manuscript

Abstract

Effects of paper mill wastes on the status of soil copper (Cu), manganese (Mn) and zinc (Zn) in and around 16 sites near a paper mill in Assam, North East India (26°07.485′ to 26°07.915′ N latitude and 92°12.706′ to 92°15.065′ E longitude), have been investigated in the present study. The six-step sequential extraction techniques revealed that the water-soluble fraction had the least contribution (below detectable limit to 3.24 mg kg−1 of Cu, 13.87 mg kg−1 of Mn and 1.25 mg kg−1 of Zn) towards soil contamination, irrespective of the metals evaluated. Chemical fractionation of Cu, Mn and Zn in majority of the sampling locations showed non-homogenous orders of contamination. Comparison of the magnitude of local and individual heavy metal contamination factors against global values showed that the places near the paper mill waste disposal site displayed higher potential risk from metal contamination. Furthermore, the mobility factor related to ecotoxicity of soil environment was found to be metal specific and depended not only on total metal concentration but also on the nature of metal in the order Mn > Cu > Zn.

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

Similar content being viewed by others

References

  • Abollino O, Malandrino M, Giacomino A, Mentasti E (2011) The role of chemometrics in single and sequential extraction assays: a review Part I. Extraction procedures, uni- and bivariate techniques and multivariate variable reduction techniques for pattern recognition. Anal Chim Acta 688:104–121

    Article  CAS  Google Scholar 

  • Achiba WB, Gabteni N, Lakhdar A, Laing GD, Verloo M, Jedidi N, Gallali T (2009) Effects of 5-year application of municipal solid waste compost on the distribution and mobility of heavy metals in a Tunisian calcareous soil. Agric Ecosyst Environ 130:156–163. doi:10.1016/j.agee.2009.01.001

    Article  Google Scholar 

  • Akkajit P, Tongcumpou C (2010) Fractionation of metals in cadmium contaminated soil: relation and effect on bioavailable cadmium. Geoderma 156:126–132

    Article  CAS  Google Scholar 

  • Alloway BJ (2008) Zinc in soils and crop nutrition, 2nd edn. IZA and IFA Brussels, Belgium and Paris, pp 1–139

    Google Scholar 

  • Bot A, Benites J (2005) The importance of soil organic matter: key to drought-resistant soil and sustained food and production. FAO, Rome, pp 11–14. http://www.fao.org/3/a-a0100e.pdf. Accessed 2 Jan 2017

  • CCME (Canadian Council of Ministers of the Environment) (2007) Canadian soil quality guidelines for the protection of environmental and human health: Summary tables. Updated September, 2007. In: Canadian environmental quality guidelines, 1999, Canadian Council of Ministers of the Environment, Winnipeg

  • Chen CF, Dong CD, Chen CW (2013) Metal speciation and contamination in dredged harbor sediments from Kaohsiung Harbor, Taiwan. Soil Sediment Contam 22(5):546–561

    Article  CAS  Google Scholar 

  • Christensen PD, Toth SJ, Bear FE (1950) Status of soil manganese as influenced by moisture, organic matter, and pH. Soil Sci Soc Am Proc 15:279–282

    Article  Google Scholar 

  • CIA (2017) The World Factbook. https://www.cia.gov/library/publications/the-world-factbook/geos/in.html. Accessed 5 Feb 2017

  • Dzombak DA, Morel FMM (1990) Surface complexation modeling: hydrous ferric oxide. Wiley, New York

    Google Scholar 

  • Gabarrón M, Faz A, Martínez-Martínez S, Zornoza R, Acosta JA (2017) Assessment of metals behaviour in industrial soil using sequential extraction, multivariable analysis and a geostatistical approach. J Geochem Explor 172:174–183

    Article  Google Scholar 

  • Gleyzes C, Tellier S, Astruc M (2002) Fractionation studies of trace elements in contaminated soils and sediments: a review of sequential extraction procedures. TrAC Trends Anal Chem 21(6–7):451–467

    Article  CAS  Google Scholar 

  • Gupta VK, Saleh TA (2013) Sorption of pollutants by porous carbon, carbon nanotubes and fullerene—an overview. Environ Sci Pollut Res 20(5):2828–2843. doi:10.1007/s11356-013-1524-1

    Article  CAS  Google Scholar 

  • Gupta VK, Ali I, Saleh TA, Nayaka A, Agarwal S (2012) Chemical treatment technologies for waste-water recycling—an overview. RSC Adv 2:6380–6388

    Article  CAS  Google Scholar 

  • Haynes RJ (2015) Use of industrial wastes as media in constructed wetlands and filter beds-Prospects for removal of phosphate and metals from wastewater streams. Crit Rev Env Sci Technol 45:1041–1103

    Article  CAS  Google Scholar 

  • Hu Y, Cheng H (2016) A method for apportionment of natural and anthropogenic contributions to heavy metal loadings in the surface soils across large-scale regions. Environ Pollut 214:400–409. doi:10.1016/j.envpol.2016.04.028

    Article  CAS  Google Scholar 

  • Ikem A, Egiebor ON, Nyavor K (2003) Trace elements in water, fish and sediment from Tuskegee Lake, southern USA. Water Air Soil Pollut 149(1):51–75. doi:10.1023/A:1025694315763

    Article  CAS  Google Scholar 

  • IPMA (2017) Indian Paper Industry- an overview. http://ipma.co.in/. Accessed 20 Jan 2017

  • Jackson ML (1958) Soil chemical analysis. Prentice-Hall, Inc., Englewood Cliffs

    Google Scholar 

  • Jurado-Lόpez B, Vieira RS, Rabelo RB, Beppu MM, Casado J, Rodríguez-Castellόn E (2017) Formation of complexes between functionalized chitosan membranes and copper: a study by angle resolved XPS. Mater Chem Phys 185:152–161

    Article  Google Scholar 

  • Kabata-Pendias A (2010) Trace elements in soils and plants, 4th edn. CRC Press, Taylor and Francis Group, Boca Raton, London, New York, pp 275–286

    Book  Google Scholar 

  • Karak T, Bhattacharyya P, Das T, Paul RK, Bezbaruah R (2013) Non-segregated municipal solid waste in an open dumping ground: a potential contaminant in relation to environmental health. Int J Environ Sci Technol 10:503–518. doi:10.1007/s13762-013-0184-5

    Article  CAS  Google Scholar 

  • Karak T, Paul RK, Sonar I, Nath JR, Boruah RK, Dutta AK (2016) Nickel dynamics influenced by municipal solid waste compost application in tea (Camellia sinensis L.): a cup that cheers. Int J Environ Sci Technol 13:663–678. doi:10.1007/s13762-015-0900-4

    Article  CAS  Google Scholar 

  • Khan AB, Kathi S (2014) Evaluation of heavy metal and total petroleum hydrocarbon contamination of roadside surface soil. Int J Environ Sci Technol 11(8):2259–2270. doi:10.1007/s13762-014-0626-8

    Article  CAS  Google Scholar 

  • Kumar K, Singh LJ, Rao KVP (1997) Evaluation for lime requirement methods for acid soils of Manipur. J Indian Soc Soil Sci 45:404–406

    CAS  Google Scholar 

  • Li F, Fan Z, Xiao P, Oh K, Ma X, Hou W (2009) Contamination, chemical speciation and vertical distribution of heavy metals in soils of an old and large industrial zone in Northeast China. Environ Geol 57(8):1815–1823

    Article  CAS  Google Scholar 

  • Lindsay WL (1979) Chemical equilibria in soils. Wiley, New York, p 449

    Google Scholar 

  • Liyun Y, Yuan L, Kui P, Songtao W (2014) Nutrients and heavy metals in urban soils under different green space types in Anji, China. CATENA 115:39–46

    Article  Google Scholar 

  • McBride MB, Blasiak JJ (1979) Zinc and copper solubility as a function of pH in an acid soil. Soil Sci Soc Am J 43(5):866–870

    Article  CAS  Google Scholar 

  • Moreira GS, Prochnow LI, Kiehl JDC, Pauletti V, Martin-Neto L (2016) Chemical forms in soil and availability of manganese and zinc to soybean in soil under different tillage systems. Soil Tillage Res 163:41–53

    Article  Google Scholar 

  • Naji A, Sohrabi T (2015) Distribution and contamination pattern of heavy metals from surface sediments in the southern part of Caspian Sea, Iran. Chem Spec Bioavailab 27(1):29–43. doi:10.1080/09542299.2015.1023089

    Article  Google Scholar 

  • Nasr SM, Okbah MA, Haddad HSE, Soliman NF (2015) Fractionation profile and mobility pattern of metals in sediments from the Mediterranean Coast, Libya. Environ Monit Assess 187:430. doi:10.1007/s10661-015-4668-2

    Article  Google Scholar 

  • Noronha-D’Mello CA, Nayak GN (2015) Geochemical characterization of mangrove sediments of the Zuari estuarine system, West coast of India. Estuar Coast Shelf Sci 167:313–325. doi:10.1016/j.ecss.2015.09.011

    Article  Google Scholar 

  • Nowicka B, Plucinski B, Kuczynska P, Kruk J (2016) Prenyllipid antioxidants participate in response to acute stress induced by heavy metals in green microalga Chlamydomonas reinhardtii. Environ Exp Bot 123:98–107. doi:10.1016/j.envexpbot.2015.11.008

    Article  CAS  Google Scholar 

  • Olajire AA, Ayodele ET, Oyedirdan GO, Oluyemi EA (2003) Levels and speciation of heavy metals in soils of industrial Southern Nigeria. Environ Monit Assess 85(2):135–155

    Article  CAS  Google Scholar 

  • Phukan S, Bhattacharyya KG (2003) Modification of soil quality near a pulp and paper mill. Water Air Soil Pollut 146(1):319–333

    Article  CAS  Google Scholar 

  • Pokhrel D, Viraraghavan T (2004) Treatment of pulp and paper mill wastewater - a review. Sci Total Environ 333(1–3):37–58

    Article  CAS  Google Scholar 

  • Rinaudo M (2006) Chitin and chitosan: properties and applications. Prog Polym Sci 31(7):603–632. doi:10.1016/j.progpolymsci.2006.06.001

    Article  CAS  Google Scholar 

  • Shaheen SM, Tsadilas CD, Rinklebe J (2013) A review of the distribution coefficients of trace elements in soils: influence of sorption system, element characteristics, and soil colloidal properties. Adv Colloid Interface Sci 201–202:43–56. doi:10.1016/j.cis.2013.10.005

    Article  Google Scholar 

  • Tessier A, Campbell PGC, Bisson M (1979) Sequential extraction procedure for the speciation of particulate trace metals. Anal Chem 51(7):844–851

    Article  CAS  Google Scholar 

  • Violante A, Cozzolino V, Perelomov L, Caporale AG, Pigna M (2010) Mobility and bioavailability of heavy metals and metalloids in soil environments. J Soil Sci Plant Nutr 10(3):268–292

    Article  Google Scholar 

  • Walkley A, Black IA (1934) An examination of the Degtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Sci 37(1):29–38

    Article  CAS  Google Scholar 

  • Watzlaf GR, Casson LW (1990) Chemical stability of manganese and iron in mine drainage treatment sludge: effects of neutralization chemical, iron concentration, and sludge age. Proceedings of America Society of Mining and Reclamation, pp 3–10. http://www.asmr.us/Portals/0/Documents/Conference-Proceedings/1990/0003-Watzlaf.pdf. Accessed 7 February 2017

  • Zawadzki J, Fabijanczyk P (2013) Geostatistical evaluation of lead and zinc concentration in soils of an old mining area with complex land management. Int J Environ Sci Technol 10(4):729–742. doi:10.1007/s13762-012-0132-9

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The first author is thankful to Tezpur University for providing institutional fellowship. Corresponding author gratefully acknowledges the financial assistance provided by the Tezpur University in the form of start-up grant (Memo No. TU/Fin/13-14/P/209). Corresponding author thanks IIT Guwahati for providing logistical support. Authors would also like to thank the anonymous reviewer and the editor for their critical comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Mitra.

Ethics declarations

Conflict of interest

Authors declare no conflict of interest.

Additional information

Editorial responsibility: V.K. Gupta.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Borah, P., Paul, A., Bora, P. et al. Assessment of heavy metal pollution in soils around a paper mill using metal fractionation and multivariate analysis. Int. J. Environ. Sci. Technol. 14, 2695–2708 (2017). https://doi.org/10.1007/s13762-017-1350-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13762-017-1350-y

Keywords

Navigation