Extraction of Environmental Information from Large Aerosol Data Sets Through Combined Application of Cluster and Factor Analyses

Mikrochimica Acta

Volumn 128, Issue 3, 1998, Pages 191-200

  De Bock, Lieve A ^a   Treiger, Boris ^c   Van Der Auwera, Ludo ^b   Van Grieken, René E ^a  

^a UNIVERSITY OF ANTWERP   (Belgium)

^b ROYAL METEOROLOGICAL INSTITUTE OF BELGIUM   (Belgium)

^c NONE

Author keywords

Aerosols; Chemometrics; Cluster analysis; Factor analysis; Scanning electron microscope energy dispersive x ray analysis

Indexed keywords

EID: 0000882237     PISSN: 00263672     EISSN: None     Source Type: Journal    
DOI: 10.1007/bf01243049     Document Type: Article

References (20)

1. K. Katrinak, J. R. Anderson, P. R. Buseck, Environ. Sci. Technol. 1995, 29, 321.
2. B. Treiger, I. Bondarenko, H. Van Malderen, R. Van Grieken, Anal. Chim. Acta 1995, 317, 33.
3. I. Bondarenko, H. Van Malderen, B. Treiger, P. Van Espen, R. Van Grieken, Chemom. Intell. Lab. Syst. 1994, 22, 87.
4. D. L. Massart, L. Kaufman, The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis, Wiley, New York, 1983.
5. M. Anderberg, Cluster Analysis for Applications, Academic Press, New York, 1973.
6. B. Everitt, Cluster Analysis, Heinemann, London, 1974.
7. H. H. Harman, Modern Factor Analysis, University of Chicago Press, Chicago, 1970.
8. E. R. Malinowski, D. G. Howery, Factor Analysis in Chemistry, Wiley, New York, 1980.
9. I. Bondarenko, B. Treiger, R. Van Grieken, P. Van Espen, Spectrochim. Acta Electron. 1996, 51B, 441.
10. P. C. Bernard, R. E. Van Grieken, Anal. Chim. Acta 1992, 267, 81.
11. H. Bozdogan, Psychometrika 1987, 52, 345.
12. H. F. Kaiser, Educ. Psych. Meas. 1960, 20, 141.
13. R. A. Reyment, K. G. Jöreskog, Applied Factor Analysis in the Natural Sciences, Cambridge University Press, Cambridge, 1993.
14. K. R. May, J. Aerosol Sci. 1975, 6, 1.
15. Y. Vawda, I. Colbeck, R. M. Harrison, K. W. J. Nicholson, J. Aerosol Sci. 1989, 20, 1155.
16. L. A. De Bock, H. Van Malderen, R. Van Grieken, Environ. Sci. Technol. 1994, 28, 1513.
17. C. Xhoffer, P. Bernard, R. Van Grieken, Environ. Sci. Technol. 1991, 25, 1470.
18. H. Bochert, Chemical Oceanography, Academic Press, London, 1965.
19. P. Van Espen, H. Nullens, F. Adams, Nucl. Instr. Meth. 1977, 142, 243.
20. G. Deleeuw, Tellus 1991, 25, 1470.