Classification of Mars Analogue Mixtures and End-Member Minerals Using Self-Organizing Maps
Roush, T. L. and Helbert, J. and Hogan, R. C. and Maturilli, A. (2007) Classification of Mars Analogue Mixtures and End-Member Minerals Using Self-Organizing Maps. In: Lunar and Planetary Science XXXVIII, 1338, . Lunar and Planetary Institute. 38th Lunar and Planetary Science Conference, 2007-03-12 - 2007-03-16, Houston, TX, USA. ISSN 1540-7845
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Abstract
Emissivity spectra of pure materials and their mixtures are statistically clustered using self-organizing maps. The results exhibit distinct segregation of coarse-grain from fine-grain size samples and primary materials from their potential alteration products.
| Document Type: | Conference or Workshop Item (Poster) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Title: | Classification of Mars Analogue Mixtures and End-Member Minerals Using Self-Organizing Maps | ||||||||||
| Authors: |
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| Date: | 13 March 2007 | ||||||||||
| Journal or Publication Title: | Lunar and Planetary Science XXXVIII | ||||||||||
| Refereed publication: | No | ||||||||||
| In SCOPUS: | No | ||||||||||
| In ISI Web of Science: | No | ||||||||||
| Volume: | 1338 | ||||||||||
| Page Range: | |||||||||||
| Publisher: | Lunar and Planetary Institute | ||||||||||
| Series Name: | LPI Contribution | ||||||||||
| ISSN: | 1540-7845 | ||||||||||
| Status: | Published | ||||||||||
| Keywords: | Mars, Emissivity spectra, Self-Organising Maps | ||||||||||
| Event Title: | 38th Lunar and Planetary Science Conference | ||||||||||
| Event Location: | Houston, TX, USA | ||||||||||
| Event Type: | international Conference | ||||||||||
| Event Dates: | 2007-03-12 - 2007-03-16 | ||||||||||
| Organizer: | Lunar and Planetary Institute | ||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||
| HGF - Program: | Space | ||||||||||
| HGF - Program Themes: | W EW - Erforschung des Weltraums | ||||||||||
| DLR - Research area: | Space | ||||||||||
| DLR - Program: | W EW - Erforschung des Weltraums | ||||||||||
| DLR - Research theme (Project): | W - Vorhaben Vergleichende Planetologie (old) | ||||||||||
| Location: | Berlin-Adlershof | ||||||||||
| Institutes and Institutions: | Institute of Planetary Research > Planetary Physics | ||||||||||
| Deposited By: | Stefanie Hempel | ||||||||||
| Deposited On: | 15 Jan 2008 | ||||||||||
| Last Modified: | 27 Apr 2009 14:36 |
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