Laser-induced breakdown spectroscopy–a geochemical tool for the 21st century
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 …
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
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 …
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 …
spectroscopy (LIBS) analysis have been developed, among which an important category is …
Review of the recent advances and applications of LIBS-based imaging
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 …
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
An implementation of a fast, robust, and effective algorithm is inevitable in modern
multivariate data analysis (MVDA). The principal component analysis (PCA) algorithm is …
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 …
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 …
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
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 …
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
Laser-induced breakdown spectroscopy (LIBS) is a well-established industrial tool with
emerging relevance in high-stakes applications. To achieve its required analytical …
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 …
the chemical information from a sample surface into a high-resolution image of elemental …