• 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