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
Link To Document :
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