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Journal ArticleDOI

Qualitative and Quantitative Analysis of Environmental Samples by Laser-Induced Breakdown Spectrometry

Nikita B. Zorov, +3 more
- 31 Oct 2015 - 
- Vol. 84, Iss: 10, pp 1021-1050
TLDR
In this article, the key achievements in the determination of trace amounts of components in environmental samples (soils, ores, natural waters, etc.) by laser-induced breakdown spectrometry are considered.
Abstract
The key achievements in the determination of trace amounts of components in environmental samples (soils, ores, natural waters, etc.) by laser-induced breakdown spectrometry are considered. Unique capabilities of this method make it suitable for rapid analysis of metals and alloys, glasses, polymers, objects of cultural heritage, archaeological and various environmental samples. The key advantages of the method that account for its high efficiency are demonstrated, in particular, a small amount of analyzed material, the absence of sample preparation, the possibility of local and remote analysis of either one or several elements. The use of chemometrics in laser-induced breakdown spectrometry for qualitative sample classification is described in detail. Various approaches to improving the figures of merit of quantitative analysis of environmental samples are discussed. The achieved limits of detection for most elements in geochemical samples are critically evaluated. The bibliography includes 302 references.

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Citations
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Journal ArticleDOI

Atomic spectrometry update – a review of advances in environmental analysis

TL;DR: The 30th annual review of the application of atomic spectrometry to the chemical analysis of environmental samples was published in 2014 as discussed by the authors, which refers to papers published approximately between August 2013 and July 2014 and continues the series of Atomic Spectrometry Updates (ASUs) in environmental analysis.
Journal ArticleDOI

Critical review of real-time methods for solid waste characterisation: Informing material recovery and fuel production.

TL;DR: Optical technologies offer the most flexible solution to gather real-time information applicable to each of the waste mechanical and biological treatment processes used by industry, and could provide most waste quality indicators required by existing legislation, whilst offering better tools to the stakeholders.
Journal ArticleDOI

Application of laser-induced breakdown spectroscopy (LIBS) in environmental monitoring

TL;DR: Li et al. as discussed by the authors reviewed the research studies on LIBS analysis for environmental samples in the most recent ten years (2010-2019), and mainly includes basic research (LIBS introduction, signal enhancement, and chemometrics methods in LIBS analyses) and application progress (soil, water, and atmospheric monitoring).
Journal ArticleDOI

Soil Nutrient Detection for Precision Agriculture Using Handheld Laser-Induced Breakdown Spectroscopy (LIBS) and Multivariate Regression Methods (PLSR, Lasso and GPR).

TL;DR: The potential of handheld LIBS for the determination of the total mass fractions of the major nutrients Ca, K, Mg, N, P and the trace nutrients Mn, Fe was evaluated and several methods of data pretreatment were investigated.
References
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Journal ArticleDOI

Independent component analysis: algorithms and applications

TL;DR: The basic theory and applications of ICA are presented, and the goal is to find a linear representation of non-Gaussian data so that the components are statistically independent, or as independent as possible.
Journal ArticleDOI

PLS-regression: a basic tool of chemometrics

TL;DR: PLS-regression (PLSR) as mentioned in this paper is the PLS approach in its simplest, and in chemistry and technology, most used form (two-block predictive PLS) is a method for relating two data matrices, X and Y, by a linear multivariate model.
Book ChapterDOI

Composition of the Continental Crust

TL;DR: In this paper, the present-day composition of the continental crust, the methods employed to derive these estimates, and the implications of continental crust composition for the formation of the continents, Earth differentiation, and its geochemical inventories are discussed.
Journal ArticleDOI

Partial least-squares regression: a tutorial

TL;DR: In this paper, a tutorial on the Partial Least Squares (PLS) regression method is provided, and an algorithm for a predictive PLS and some practical hints for its use are given.
Journal ArticleDOI

Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

TL;DR: In this article, the rank estimation of the rank A of the matrix Y, i.e., the estimation of how much of the data y ik is signal and how much is noise, is considered.
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