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Journal ArticleDOI

Laser-induced breakdown spectroscopy (LIBS), part II: review of instrumental and methodological approaches to material analysis and applications to different fields.

David W. Hahn, +1 more
- 01 Apr 2012 - 
- Vol. 66, Iss: 4, pp 347-419
TLDR
The current state-of-the-art of analytical LIBS is summarized, providing a contemporary snapshot of LIBS applications, and highlighting new directions in laser-induced breakdown spectroscopy, such as novel approaches, instrumental developments, and advanced use of chemometric tools are discussed.
Abstract
The first part of this two-part review focused on the fundamental and diagnostics aspects of laser-induced plasmas, only touching briefly upon concepts such as sensitivity and detection limits and largely omitting any discussion of the vast panorama of the practical applications of the technique. Clearly a true LIBS community has emerged, which promises to quicken the pace of LIBS developments, applications, and implementations. With this second part, a more applied flavor is taken, and its intended goal is summarizing the current state-of-the-art of analytical LIBS, providing a contemporary snapshot of LIBS applications, and highlighting new directions in laser-induced breakdown spectroscopy, such as novel approaches, instrumental developments, and advanced use of chemometric tools. More specifically, we discuss instrumental and analytical approaches (e.g., double- and multi-pulse LIBS to improve the sensitivity), calibration-free approaches, hyphenated approaches in which techniques such as Raman and fluorescence are coupled with LIBS to increase sensitivity and information power, resonantly enhanced LIBS approaches, signal processing and optimization (e.g., signal-to-noise analysis), and finally applications. An attempt is made to provide an updated view of the role played by LIBS in the various fields, with emphasis on applications considered to be unique. We finally try to assess where LIBS is going as an analytical field, where in our opinion it should go, and what should still be done for consolidating the technique as a mature method of chemical analysis.

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Citations
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Journal ArticleDOI

Improving quantitative analysis of spark-induced breakdown spectroscopy: Multivariate calibration of metal particles using machine learning

TL;DR: In this paper, a machine learning approach for quantifying mass concentration of metals in aerosol particles using TARTA has been proposed, and the results suggest that machine learning models tend to have better prediction accuracy and lower LODs than conventional univariate calibration.
Journal ArticleDOI

Two-Step Partial Least Squares-Discriminant Analysis Modeling for Accurate Classification of Edible Sea Salt Products Using Laser-Induced Breakdown Spectroscopy

TL;DR: In this paper , a two-step PLS-DA modeling approach was proposed to improve the classification accuracy for a six-class problem in which six commercial edible sea salts produced in Japan, South Korea, and France are classified using their LIBS spectra.
Journal ArticleDOI

Chemometric sorting based on laser-induced plume fluorescence: characterization of spectral noise for effective preprocessing

TL;DR: In this article, a two-step spectral preprocessing scheme was proposed for the detection of red seal inks using laser-induced plume fluorescence, which is ideal for minimally destructive multi-element analysis such as authentication of artwork and documents.
Journal ArticleDOI

Characterization of the globular oxide inclusion ratings in steel using laser-induced breakdown spectroscopy

TL;DR: In this paper, a method to measure the globular oxide inclusion ratings in steel using laser-induced breakdown spectroscopy (LIBS) is presented. But, the method is performed in two basic steps: steel samples are polished using metallographic sand paper and the Al2O3 inclusion number and size distribution in a marked area are observed using scanning electron microscope/energy dispersive X-ray spectraopy (SEM/EDS) for further LIBS scanning analysis.
Journal ArticleDOI

Improving laser-induced breakdown spectroscopy regression models via transfer learning

TL;DR: In this article , the laser-induced breakdown spectroscopy (LIBS) is used for extra-terrestrial exploration and the results show that these are currently outperformed by calibration-based methods.
References
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Journal ArticleDOI

Light in tiny holes

TL;DR: The presence of tiny holes in an opaque metal film leads to a wide variety of unexpected optical properties such as strongly enhanced transmission of light through the holes and wavelength filtering, which are now known to be due to the interaction of the light with electronic resonances in the surface of the metal film.
BookDOI

Laser-induced breakdown spectroscopy (LIBS) : fundamentals and applications

TL;DR: In this article, Russo and Miziolek presented a short-pulse LIBS-based spectral detector for high-resolution laser-induced breakdown spectroscopy, which can be used for the analysis of pharmaceutical materials.
Journal ArticleDOI

Laser-Induced Breakdown Spectroscopy (LIBS), Part I: Review of Basic Diagnostics and Plasma–Particle Interactions: Still-Challenging Issues Within the Analytical Plasma Community

TL;DR: Basic diagnostics aspects of laser-induced breakdown spectroscopy are focused on and a review of the past and recent LIBS literature pertinent to this topic is presented and previous research on non-laser-based plasma literature, and the resulting knowledge, is emphasized.
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