Laser-induced breakdown spectroscopy–a geochemical tool for the 21st century

RS Harmon, GS Senesi - Applied Geochemistry, 2021 - Elsevier
Laser-induced breakdown spectroscopy (LIBS) is a simple, straightforward, and versatile
form of atomic emission spectroscopy that focuses a rapidly-pulsed laser beam onto a …

[HTML][HTML] Methodology and applications of elemental mapping by laser induced breakdown spectroscopy

A Limbeck, L Brunnbauer, H Lohninger, P Pořízka… - Analytica chimica …, 2021 - Elsevier
In the last few years, LIBS has become an established technique for the assessment of
elemental concentrations in various sample types. However, for many applications …

A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis

LN Li, XF Liu, F Yang, WM Xu, JY Wang… - Spectrochimica Acta Part B …, 2021 - Elsevier
In the past decades various categories of chemometrics for laser-induced breakdown
spectroscopy (LIBS) analysis have been developed, among which an important category is …

Review of the recent advances and applications of LIBS-based imaging

L Jolivet, M Leprince, S Moncayo, L Sorbier… - … Acta Part B: Atomic …, 2019 - Elsevier
During recent years, important developments have been achieved in the application of laser
induced breakdown spectroscopy (LIBS) for elemental imaging. The aim of this review is to …

On the utilization of principal component analysis in laser-induced breakdown spectroscopy data analysis, a review

P Pořízka, J Klus, E Képeš, D Prochazka… - … Acta Part B: Atomic …, 2018 - Elsevier
An implementation of a fast, robust, and effective algorithm is inevitable in modern
multivariate data analysis (MVDA). The principal component analysis (PCA) algorithm is …

Applications of laser-induced breakdown spectroscopy (LIBS) combined with machine learning in geochemical and environmental resources exploration

T Chen, T Zhang, H Li - TrAC Trends in Analytical Chemistry, 2020 - Elsevier
Conventional geological and environmental analyses rely heavily on the geologists'
assessments and time-consuming laboratory analyses that are relatively burdensome …

Exploration of megapixel hyperspectral LIBS images using principal component analysis

S Moncayo, L Duponchel, N Mousavipak… - Journal of Analytical …, 2018 - pubs.rsc.org
Laser-Induced Breakdown Spectroscopy (LIBS) has achieved promising performance as an
elemental imaging technology, and considerable progress has been achieved in the …

Handheld LIBS for Li exploration: an example from the Carolina tin-spodumene belt, USA

MA Wise, RS Harmon, A Curry, M Jennings, Z Grimac… - Minerals, 2022 - mdpi.com
Laser-induced breakdown spectroscopy (LIBS), which has recently emerged as tool for
geochemical analysis outside the traditional laboratory setting, is an ideal tool for Li …

Interpreting convolutional neural network classifiers applied to laser-induced breakdown optical emission spectra

E Képeš, J Vrábel, T Brázdil, P Holub, P Pořízka… - Talanta, 2024 - Elsevier
Laser-induced breakdown spectroscopy (LIBS) is a well-established industrial tool with
emerging relevance in high-stakes applications. To achieve its required analytical …

When a picture is worth a thousand words: Molecular and elemental imaging applied to environmental analysis–A review

DS Francischini, MAZ Arruda - Microchemical Journal, 2021 - Elsevier
As spectral imaging is gaining special attention in the last years, once it allows transforming
the chemical information from a sample surface into a high-resolution image of elemental …