Principal components analysis of Jupiter VIMS spectra
Advances in Space Research
By: G. Bellucci, V. Formisano, E. D’Aversa, R. H. Brown, K. H. Baines, J.-P. Bibring, B. J. Buratti, F. Capaccioni, P. Cerroni, R. N. Clark, A. Coradini, D. P. Cruikshank, P. Drossart, R. Jaumann, Y. Langevin, D. L. Matson, T. B. McCord, V. Mennella, R.M. Nelson, P. D. Nicholson, B. Sicardy, Christophe Sotin, M.C. Chamberlain, G. Hansen, K. Hibbits, M. Showalter, and G. Filacchione
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Abstract
During Cassini - Jupiter flyby occurred in December 2000, Visual-Infrared mapping spectrometer (VIMS) instrument took several image cubes of Jupiter at different phase angles and distances. We have analysed the spectral images acquired by the VIMS visual channel by means of a principal component analysis technique (PCA). The original data set consists of 96 spectral images in the 0.35-1.05 ??m wavelength range. The product of the analysis are new PC bands, which contain all the spectral variance of the original data. These new components have been used to produce a map of Jupiter made of seven coherent spectral classes. The map confirms previously published work done on the Great Red Spot by using NIMS data. Some other new findings, presently under investigation, are presented. ?? 2004 Published by Elsevier Ltd on behalf of COSPAR.
Suggested Citation
Bellucci, G., Formisano, V., D’Aversa, E., Brown, R.H., Baines, K.H., Bibring, J., Buratti, B.J., Capaccioni, F., Cerroni, P., Clark, R.N., Coradini, A., Cruikshank, D.P., Drossart, P., Jaumann, R., Langevin, Y., Matson, D.L., McCord, T.B., Mennella, V., Nelson, R., Nicholson, P.D., Sicardy, B., Sotin, C., Chamberlain, M., Hansen, G., Hibbits, K., Showalter, M., Filacchione, G., 2004, Principal components analysis of Jupiter VIMS spectra: Advances in Space Research, v. 34, no. 8, p. 1640-1646, https://doi.org/10.1016/j.asr.2003.05.062.
| Publication type | Article |
|---|---|
| Publication Subtype | Journal Article |
| Title | Principal components analysis of Jupiter VIMS spectra |
| Series title | Advances in Space Research |
| DOI | 10.1016/j.asr.2003.05.062 |
| Volume | 34 |
| Issue | 8 |
| Year Published | 2004 |
| Language | English |
| Larger Work Type | Article |
| Larger Work Subtype | Journal Article |
| Larger Work Title | Advances in Space Research |
| First page | 1640 |
| Last page | 1646 |