The influence of multivariate analysis methods and target grain size on the accuracy of remote quantitative chemical analysis of rocks using laser induced breakdown spectroscopy

作者: Ryan B Anderson , Richard V Morris , Samuel M Clegg , James F Bell III , Roger C Wiens

DOI: 10.1016/J.ICARUS.2011.07.034

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摘要: Abstract Laser-induced breakdown spectroscopy (LIBS) was used to quantitatively analyze 195 rock slab samples with known bulk chemical compositions, 90 pressed-powder derived from a subset of those rocks, and 31 geostandards under conditions that simulate the ChemCam instrument on Mars Science Laboratory Rover (MSL), Curiosity. The low-volatile ( 20 for some coarse-grained rocks.

参考文章(46)
K. GOVINDARAJU, 1994 REPORT ON ZINNWALDITE ZW‐C ANALYSED BY NINETY‐TWO GIT‐IWG MEMBER‐LABORATORIES Geostandards and Geoanalytical Research. ,vol. 18, pp. 1- 42 ,(1994) , 10.1111/J.1751-908X.1994.TB00502.X
David A. Cremers, Leon J. Radziemski, Handbook of Laser-Induced Breakdown Spectroscopy ,(2006)
Héctor C. Goicoechea, Alejandro C. Olivieri, Wavelength Selection for Multivariate Calibration Using a Genetic Algorithm: A Novel Initialization Strategy Journal of Chemical Information and Computer Sciences. ,vol. 42, pp. 1146- 1153 ,(2002) , 10.1021/CI0255228
J. H. Curtiss, John F. Kenney, Mathematics of Statistics. The American Mathematical Monthly. ,vol. 47, pp. 309- ,(1940) , 10.2307/2302695
Riccardo Leardi, Amparo Lupiáñez González, Genetic algorithms applied to feature selection in PLS regression: how and when to use them Chemometrics and Intelligent Laboratory Systems. ,vol. 41, pp. 195- 207 ,(1998) , 10.1016/S0169-7439(98)00051-3
R. Gellert, R. Rieder, J. Brückner, B. C. Clark, G. Dreibus, G. Klingelhöfer, G. Lugmair, D. W. Ming, H. Wänke, A. Yen, J. Zipfel, S. W. Squyres, Alpha Particle X-Ray Spectrometer (APXS): Results from Gusev crater and calibration report Journal of Geophysical Research. ,vol. 111, ,(2006) , 10.1029/2005JE002555
D. W. Ming, R. Gellert, R. V. Morris, R. E. Arvidson, J. Brückner, B. C. Clark, B. A. Cohen, C. d'Uston, T. Economou, I. Fleischer, G. Klingelhöfer, T. J. McCoy, D. W. Mittlefehldt, M. E. Schmidt, C. Schröder, S. W. Squyres, E. Tréguier, A. S. Yen, J. Zipfel, Geochemical properties of rocks and soils in Gusev Crater, Mars: Results of the Alpha Particle X-Ray Spectrometer from Cumberland Ridge to Home Plate Journal of Geophysical Research. ,vol. 113, ,(2008) , 10.1029/2008JE003195