Comparison of univariate and multivariate models for prediction of major and minor elements from laser-induced breakdown spectra with and without masking

Caleb I. Fassett
Caleb I. Fassett
Stephen Giguere
Stephen Giguere
Kate Lepore
Kate Lepore
Sarah Byrne
Sarah Byrne
Cj Carey
Cj Carey

SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, pp. 93-104, 2016.

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Abstract:

This study uses 1356 spectra from 452 geologically-diverse samples, the largest suite of LIBS rock spectra ever assembled, to compare the accuracy of elemental predictions in models that use only spectral regions thought to contain peaks arising from the element of interest versus those that use information in the entire spectrum. Results...More

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