HYDROTHERMAL ALTERATION AND NON-ERUPTIVE HAZARDS AT SOUTH SISTER VOLCANO, OREGON, USING IMAGING SPECTROMETRY AND DIGITAL ELEVATION DATA
Hydrothermal alteration of volcanic rock to iron oxides and expansive clays, like montmorillonite and kaolinite, poses a threat to the stability of the flanks and summit areas of South Sister, as excessive rainfall or snowmelt can trigger these types of non-eruptive hazards. We analyzed 1997AVIRIS spectra to identify exposed summit areas with hydrothermal alteration. Airborne Visible Infrared Imaging Spectrometer (AVIRIS) data produces calibrated hyperspectral images in 224 contiguous bands at wavelengths between 400 and 2500 nm. Spectral endmembers were mapped using a spectral angle mapper (SAM) algorithm that determines the similarity between image and endmember spectra by calculating the angular distance between them in radians. We combined the image processed map result with digital elevation data to produce a 3-D model of potential debris flows and lahars. Some of the hydrothermal targets were confirmed during a brief ground-truthing visit.