Skip to main content
Log in

Use of factor analysis to differentiate pollutants from other trace metals in surface soils of the mineralized area of Madison County, Missouri, U.S.A.

  • Published:
Water, Air, and Soil Pollution Aims and scope Submit manuscript

Abstract

Barium, Be, Co, Cr, Cu, Li, Mn, Ni, Pb, Sr, and V concentrations were determined in 97 surface soil samples collected 1000 m apart on a regular grid in Madison county, Missouri, U.S.A. The data were normalized by a log10 transformation and a matrix of correlation coefficients computed. Strong correlations were observed between several metals and statistically significant correlations were found between others. The data were then analyzed by R-mode factor analysis. Three factors satisfactorily explained the data variance and were interpreted as follows. Factor 1 (55% variance) comprised a group of elements which contaminated local soils as a consequence of operations connected with non-ferrous metal mining. Factor 2 (33 % variance) contained elements which accumulate in soils during weathering. The remaining elements were grouped together in factor 3 (12% variance) and here soil contents appeared to be controlled by rock composition.

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.

Similar content being viewed by others

References

  • Bartlett, R. and James, B.: 1979, J. of Environmental Quality 8, 31.

    Google Scholar 

  • Bloomfield, C. and Kelso, W. I.: 1973, J. of Soil Science 24, 368.

    Google Scholar 

  • Bopp, F. and Biggs, R. B.: 1981, Science 214, 441.

    Google Scholar 

  • Brwen, H. J. M.: 1980, Environmental Chemistry of the Elements, Academic Press, London, 333 pp.

    Google Scholar 

  • Brown, B. L.: 1981, Soil Survey of St. Francois county, Missouri, United States Department of Agriculture (Soil Conservation Service), Washington, DC.

    Google Scholar 

  • Connor, J. J. and Ebens, R. J.: 1980, Geochemistry of Bedrock Units in Missouri and Parts of Adjacent States, Geological Survey Professional Paper 954-F, US Department of the Interior, Government Printing Office, Washington, DC. 55 pp.

    Google Scholar 

  • Davey, B. G. and Wheeler, R. C.: 1980, Plant and Soil 57, 49.

    Google Scholar 

  • Davies, B. E. and Roberts, L. J. 1978, Water, Air, and Soil Pollut. 9, 507.

    Google Scholar 

  • Davies, B. E. and Wixson, B. G.: 1985, J. of Soil Science 36, 551.

    Google Scholar 

  • Goddard, J. and Kirby, A.: 1976, An Introduction to FactorAnalysis, CATMOG 7, Geo Abstracts, University of East Anglia, Norwich, England, 38 pp.

    Google Scholar 

  • Gould, P. R.: 1967, Transaction of the Institute of British Geographers 42, 53.

    Google Scholar 

  • Krumbein, W. C. and Graybill, F. A.: 1965, An Introduction to Statistical Methods in Geology, McGraw-Hill Book Co., New York, 475 pp.

    Google Scholar 

  • Lawrence, F. W. and Upchurch, S. B.: 1982, Ground Water 20, 680.

    Google Scholar 

  • Mitchell, R. L.: 1964, ‘Trace Elements in Soils’, in F. E. Bear (ed.), Chemistry of the Soil, Chapter 8, Van Nostrand Reinhold Co., New York, 525 pp.

    Google Scholar 

  • Phipps, D. A.: 1976, Metals and Metabolism, Clarendon Press, Oxford, 134 pp.

    Google Scholar 

  • Schroeder, D. C. and Lee, G. F.: 1975, Water, Air, and Soil Pollut. 4, 355.

    Google Scholar 

  • Taylor, R. M. and Giles, J. B.: 1970, J. of Soil Science 21, 203.

    Google Scholar 

  • Ure, A. M. and Berow, M. L.: 1982, in H. J. M. Bowen (ed.), ‘The Elemental Constituents of Soils’, Vol. 2, Specialist Periodical Report, The Royal Society of Chemistry, London, pp. 94–204.

    Google Scholar 

  • West, T. S. and Sykes, A. S.: 1960, Analytical Applications of Diamino-ethane-tetra-acetic Acid, The British Drug Houses Ltd., Poole, England.

    Google Scholar 

  • Wharton, H.: 1982, personal communication.

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Davies, B.E., Wixson, B.G. Use of factor analysis to differentiate pollutants from other trace metals in surface soils of the mineralized area of Madison County, Missouri, U.S.A.. Water Air Soil Pollut 33, 339–348 (1987). https://doi.org/10.1007/BF00294202

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00294202

Keywords

Navigation