1Timothy A. Goudge, 1John F. Mustard, 1James W. Head, 2Mark R. Salvatore, 1Sandra M. Wiseman
1Department of Earth, Environmental and Planetary Sciences, Brown University, 324 Brook St., Box 1846, Providence, RI 02912
2School of Earth and Space Exploration, Arizona State University, PO Box 876305, Moeur Bldg. Rm. 131, 201 E. Orange Mall, Tempe, AZ 85287-6305
We present morphologic observations and spectral modeling results of a large, kaolin-group mineral-bearing deposit within Kashira crater in the southern highlands of Mars. We employ both non-linear unmixing of Compact Reconnaissance Imaging Spectrometer for Mars (CRISM) visible to near-infrared (VNIR) reflectance data and linear unmixing of Thermal Emission Spectrometer (TES) thermal infrared (TIR) emissivity data to quantitatively analyze the kaolin-group mineral within this deposit. We use a novel approach for quantitative analysis of CRISM data through non-linear unmixing with in-scene, orbitally-derived endmembers combined with laboratory measured endmembers. Results from this approach indicate that the deposit within Kashira crater is best modeled as a combination of surrounding spectral units (i.e., in-scene derived endmembers) with the addition of the kaolin-group mineral halloysite. Linear unmixing of TES data suggest that the deposit contains ∼30% halloysite, a result that is supported by a sensitivity analysis. Potential formation mechanisms for this deposit include hydrothermal alteration, arid-environment pedogenic weathering of a basaltic mound deposit, or pedogenic weathering of a volcanic ash deposit. Our modeling results offer a quantitative reconciliation of the CRISM and TES datasets, and provide a consistent mineralogy from spectral unmixing for an aqueous alteration mineral-bearing deposit on Mars using a combined analysis of both VNIR and TIR hyperspectral data.
Reference
Goudge TA, Mustard JF, Head JW, Salvatore MR, Wiseman SM (2014) Integrating CRISM and TES Hyperspectral Data to Characterize a Halloysite-Bearing Deposit in Kashira Crater, Mars. Icarus (in Press)
Link to Article [doi:10.1016/j.icarus.2014.11.034]
Copyright Elsevier