DocumentCode
104899
Title
Description of CoTCAT (Complement to CRISM Analysis Toolkit)
Author
Bultel, Benjamin ; Quantin, Cathy ; Lozach, Loic
Author_Institution
Lab. de Geol. de Lyon, Terre, Planetes, Environnements, Univ. Lyon 1, Villeurbanne, France
Volume
8
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
3039
Lastpage
3049
Abstract
Compact Reconnaissance Imaging Spectrometer for Mars (CRISM) hyperspectral data have a spatial resolution ranging from 12 to 36 m/pixel allowing the high-resolution mapping of minerals at the surface of Mars. However, the signal-to-noise ratio (SNR) makes the discrimination of minerals with close spectral signature such as hydrated minerals challenging. We describe here a pipeline to be used as complement to CRISM Analysis Toolkit (CAT) together with different ratioing methods used to highlight the signal. We present tests on library spectra artificially noised as well as on CRISM data. These tests show that our pipeline is efficient to improve the visualization and the qualitative analysis CRISM data with an SNR higher than 20.
Keywords
Mars; minerals; planetary surfaces; CRISM Analysis Toolkit; CRISM hyperspectral data; Compact Reconnaissance Imaging Spectrometer for Mars; Mars surface; close spectral signature; library spectra; minerals; qualitative analysis; signal-to-noise ratio; Absorption; Minerals; Mobile communication; Noise reduction; Pipelines; Signal to noise ratio; Hyperspectral imaging; Mars; image denoising; minerals; signal-to-noise ratio (SNR);
fLanguage
English
Journal_Title
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher
ieee
ISSN
1939-1404
Type
jour
DOI
10.1109/JSTARS.2015.2405095
Filename
7061960
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