A method for automatic, exploratory mapping of CRISM imagery is proposed.
Vectors of summary parameter products are inputs in place of spectral functions.
The class discovery algorithm DEMUD is used to identify mineralogical classes.
Mineralogical classes automatically labeled using lookup table and decision tree.
Method is evaluated on 20 sites previously studied for mineralogical content.