T156 Real-Time, In-Field Geochemical Analysis: Current Capabilities and Future Prospects (Posters)
Sunday, 5 October 2008
8:00 AM - 4:45 PM
Analysis and Discrimination of Volcanic Rocks by Benchtop and Standoff LIBS
Paper number: T156-7
Program: Technical Sessions
Time: 8:00 AM – 4:45 PM
Authors
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Jennifer L. GottfriedArmy Research Laboratory, Aberdeen Proving Ground, MD
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Russell S. HarmonResearch Triangle Park, NC
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Frank C. De LuciaArmy Research Laboratory, Aberdeen Proving Ground, MD
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Andrzej W. MiziolekArmy Research Laboratory, Aberdeen Proving Ground, MD
Abstract
In this study, a broad spectrum of volcanic materials was analyzed using both a commercial 'benchtop' LIBS system with broadband detection from ~200-965nm and a developmental 25m 'standoff' LIBS system with broadband detection from ~200-840nm. In each case, broadband LIBS spectra were acquired with a single laser shot. Subsequent classification and discrimination of different volcanic materials (e.g. lavas, tuffs, and tephra) has been achieved with a high degree of success using two different chemometric techniques, ‘soft independent method of class analogy' (SIMCA) and ‘partial least squares discriminant analysis' (PLS-DA).