Development and validation of a method of forestry region classification using PCA and cluster analysis together with the SOM algorithm

Nihon Ringakkai Shi/Journal of the Japanese Forestry Society

Volumn 88, Issue 4, 2006, Pages 221-230

  Fujino, M ^a   Yoshida, M ^a  

^a KYOTO UNIVERSITY   (Japan)

Author keywords

Cluster analysis; Principal component analysis; Regional classification; Self organizing maps algorithm; Ward method

Indexed keywords

ALGORITHMS; CLUSTER ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SELF ORGANIZING MAPS;

REGIONAL CLASSIFICATION; SELF-ORGANIZING MAPS ALGORITHM; WARD METHOD;

FORESTRY;

ALGORITHMS; FORESTRY; MAPPING;

EID: 34250160596     PISSN: 0021485X     EISSN: None     Source Type: Journal    
DOI: 10.4005/jjfs.88.221     Document Type: Article

References (30)

1. Japanese source
2. Japanese source
3. Japanese source
4. Japanese source
5. Japanese source
6. Japanese source
7. Japanese source
8. Japanese source
9. Japanese source
10. Kohonen, T. (1984) Self-Organization and Associative Memory. 255 pp, Springer-Verlag, Tokyo.
11. Japanese source
12. Japanese source
13. Japanese source
14. Japanese source
15. Japanese source
16. Japanese source
17. Lee, S.C., Suh, Y.H., Kim, J.K., and Lee, K.J. (2004) A cross-national market segmentation of online game industry using SOM. Exp. Syst. Appl. 27 : 559-570.
18. Japanese source
19. Japanese source
20. Japanese source
21. Japanese source
22. Japanese source
23. Japanese source
24. Rhee, J.L., Lee, K.L., Kim, C.K., Yim, Y.S., Chung, S.W., Wei, J., and Bellgardt, K.H. (2005) Classification of two-dimensional fluorescence spectra using self-organizing maps. Biochem. Eng. J. 22 :135-144.
25. Japanese source
26. Japanese source
27. Japanese source
28. Ward, Jr. J.H. (1963) Hierarchical grouping to optimize an objective function. J. Am. Statist. Assoc. 58 : 236-244.
29. Ward, Jr. J.H. and Hook, M.E. (1963) Application of a hierarchical grouping procedure to a problem of grouping profiles. Educ. Psychol. Meas. 23 : 69-82.
30. Japanese source