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Principal component analysis of trace elements in industrial soils

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Abstract

The concentrations of the elements Cr, Pb, Cd, Zn, Ni, Mn, Cu and As in soil samples from industrial areas in Serbia were studied. The complexity of the data of eight elements in fifty-nine soil samples was reduced by principal component analysis. Three significant factors, in which 78% of the total variance in the data was found, were attributed to possible pollution sources. The crude and fuel oil burning, local smelters and exhaust emissions were shown to impact heavily the soil trace element profile, whereas no distinct soil type factor was observed. This approach, evidencing spatial relationship, enabled a differentiation between the soil samples originating from different areas.

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References

  • Grubbs F (1969) Procedures for detecting outlying observations in samples. Technometrics 11:1–21

    Google Scholar 

  • Imperato M, Adamo P, Naimo D, Arienzo M, Stanzione D (2003) Spatial distribution of heavy metals in urban soils of Naples city. Environ Pollut 124:247–256

    Article  CAS  PubMed  Google Scholar 

  • Kaiser HF (1960) The application of electronic computers to factor analysis. Edu Psychol Meas 20:141–151

    Google Scholar 

  • Massart DL (1997) (ed) Handbook of chemometrics and qualimetrics. Elsevier, Amsterdam, NL

  • Pendias H, Kabata-Pendias A (1984) Trace elements in soils and plants. CRC Press, Boca Raton, FL, USA

  • Pierzynski G, Sims J, Vance G (1994) Soils and environmental quality. Lewis, Boca Raton, FL, USA

  • Shapiro SS, Wilk MB (1965) An analysis of variance test for normality (complete samples). Biometrika 52:591–611

    Google Scholar 

  • Škrbić B, Novaković J, Miljević N (2002) Mobility of heavy metals originating from bombing of industrial sites. J Environ Sci Health A37:7–16

    Google Scholar 

  • Sterckeman T, Douay F, Proix N, Fourier H (2000) Vertical distribution of Cd, Pb, and Zn in soils near smelters in the north of France. Environ Pollut 107:377–389

    Article  CAS  Google Scholar 

  • Vandercasteele C, Block C (1993) Modern methods for trace element determination. Wiley, Chichester, UK

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Acknowledgments

This research was supported in part by the Serbian Ministry of Science, Technology and Development (Contracts No. 1775 and 1978).

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Correspondence to Antonije Onjia.

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Selected article from the Regional Symposium on Chemistry and Environment, Krusevac, Serbia, June 2003, organised by Dr. Branimir Jovancicevic

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Slavković, L., Škrbić, B., Miljević, N. et al. Principal component analysis of trace elements in industrial soils. Environ Chem Lett 2, 105–108 (2004). https://doi.org/10.1007/s10311-004-0073-8

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  • DOI: https://doi.org/10.1007/s10311-004-0073-8

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