Multispectral and hyperspectral feature spaces are useful for a variety of remote sensing applications ranging from spectral mixture modeling to discrete thematic classification. In many these applications, models used project the higher dimensional continuum reflectances (or radiances) onto lower mappings image target’s physical properties or categorical composition. such cases, characterizati...