Recent improvements in instrumentation have made possible the acquisition of high spectral resolution image data corresponding to spectral reflectance signatures. It would seem that sufficiently high spectral resolution, of order 0.01 mu m, would be adequate to permit unique discrimination of virtually any soils, vegetation types, and rocks, but we show by example that this is not necessarily the case.