Physics – Geophysics
Scientific paper
Dec 2008
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2008jgre..11312009m&link_type=abstract
Journal of Geophysical Research, Volume 113, Issue E12, CiteID E12009
Physics
Geophysics
5
Mathematical Geophysics: Persistence, Memory, Correlations, Clustering (3265, 7857), Planetary Sciences: Solar System Objects: Mars, Mineral Physics: Optical, Infrared, And Raman Spectroscopy, Planetary Sciences: Solid Surface Planets: Surface Materials And Properties, Planetary Sciences: Solid Surface Planets: Remote Sensing
Scientific paper
Modern planetary scientific experiments are providing a huge amount of information that requires extensive analysis and evaluation in order to understand its scientific content. In this work we evaluate the ability of a previously developed and evaluated technique to explore a large data set in order to identify the cluster representatives of the spectral variability of a selected Martian region and obtain a reduction of the original data volume ~2 × 104. We also demonstrate that the cluster centroids are able to quantitatively reproduce previously interpreted atmospheric, topographic, and compositional properties. The results build additional confidence in the application of the statistical techniques.
Blanco Ariel
Fonti Sergio
Marzo Giuseppe A.
Orofino Vincenzo
Roush Ted L.
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