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Laser-induced breakdown spectroscopy (LIBS) for food analysis: A review

https://doi.org/10.1016/j.tifs.2017.05.005
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0470093013openalex-snapshot
Handbook of Laser‐Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.1002/wics.101openalex-snapshot
Principal component analysis
inferredcites →https://doi.org/10.1002/wics.51openalex-snapshot
Partial least squares regression and projection on latent structure regression (PLS Regression)
inferredcites →https://doi.org/10.1007/s00216-011-4813-xopenalex-snapshot
Comparative measurements of mineral elements in milk powders with laser-induced breakdown spectroscopy and inductively coupled plasma atomic emission spectroscopy
inferredcites →https://doi.org/10.1007/s00216-015-8855-3openalex-snapshot
A critical review of recent progress in analytical laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1007/s00217-016-2668-2openalex-snapshot
Determination of Ca addition to the wheat flour by using laser-induced breakdown spectroscopy (LIBS)
inferredcites →https://doi.org/10.1007/s00340-013-5474-6openalex-snapshot
Quantitative laser-induced breakdown spectroscopy of standard reference materials of various categories
inferredcites →https://doi.org/10.1007/s12161-014-9828-4openalex-snapshot
A Measurement Method on Pesticide Residues of Apple Surface Based on Laser-Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.1016/b978-0-12-818829-3.00002-2openalex-snapshot
Atomic emission spectroscopy
inferredcites →https://doi.org/10.1016/b978-044451734-0.50012-0openalex-snapshot
LIBS Application to Off-Gas Measurement
inferredcites →https://doi.org/10.1016/b978-044451734-0.50015-6openalex-snapshot
LIBS Technique for Powder Materials
inferredcites →https://doi.org/10.1016/b978-044451734-0.50019-3openalex-snapshot
Remote Analysis by LIBS: Application to Space Exploration
inferredcites →https://doi.org/10.1016/j.chemolab.2004.07.006openalex-snapshot
Chemometrics in bioprocess engineering: process analytical technology (PAT) applications
inferredcites →https://doi.org/10.1016/j.foodchem.2013.09.145openalex-snapshot
Classification of vegetable oils based on their concentration of saturated fatty acids using laser induced breakdown spectroscopy (LIBS)
inferredcites →https://doi.org/10.1016/j.foodchem.2015.02.090openalex-snapshot
Analysis of bakery products by laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.foodchem.2016.05.169openalex-snapshot
Determination of whey adulteration in milk powder by using laser induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.foodchem.2016.10.104openalex-snapshot
Laser Induced breakdown spectroscopy: A rapid tool for the identification and quantification of minerals in cucurbit seeds
inferredcites →https://doi.org/10.1016/j.foodcont.2010.04.004openalex-snapshot
Determination of Ca in breakfast cereals by laser induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.foodcont.2016.01.001openalex-snapshot
The potential of laser-induced breakdown spectroscopy for industrial at-line monitoring of calcium content in comminuted poultry meat
inferredcites →https://doi.org/10.1016/j.foodcont.2017.03.005openalex-snapshot
Feasibility of laser-induced breakdown spectroscopy (LIBS) as an at-line validation tool for calcium determination in infant formula
inferredcites →https://doi.org/10.1016/j.jfca.2013.11.010openalex-snapshot
Prediction of the geographical origin of butters by partial least square discriminant analysis (PLS-DA) applied to infrared spectroscopy (FTIR) data
inferredcites →https://doi.org/10.1016/j.meatsci.2016.04.035openalex-snapshot
Identification of meat species by using laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.optcom.2013.01.044openalex-snapshot
Development of a laser-induced breakdown spectroscopy instrument for detection and classification of single-particle aerosols in real-time
inferredcites →https://doi.org/10.1016/j.optlastec.2012.01.032openalex-snapshot
Determination of Ca content of coral skeleton by analyte additive method using the LIBS technique
inferredcites →https://doi.org/10.1016/j.optlastec.2015.12.010openalex-snapshot
[INVITED] Signal and noise in Laser Induced Breakdown Spectroscopy: An introductory review
inferredcites →https://doi.org/10.1016/j.sab.2005.10.011openalex-snapshot
Evaluation of self-absorption coefficients of aluminum emission lines in laser-induced breakdown spectroscopy measurements
inferredcites →https://doi.org/10.1016/j.sab.2008.08.005openalex-snapshot
Evaluation of laser induced breakdown spectroscopy for the determination of macronutrients in plant materials
inferredcites →https://doi.org/10.1016/j.sab.2009.04.003openalex-snapshot
Evaluation of laser induced breakdown spectroscopy for the determination of micronutrients in plant materials
inferredcites →https://doi.org/10.1016/j.sab.2009.07.015openalex-snapshot
Time-resolved characterization of laser-induced plasma from fresh potatoes
inferredcites →https://doi.org/10.1016/j.sab.2009.07.025openalex-snapshot
Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification
inferredcites →https://doi.org/10.1016/j.sab.2009.11.006openalex-snapshot
Calibration-Free Laser-Induced Breakdown Spectroscopy: State of the art
inferredcites →https://doi.org/10.1016/j.sab.2010.04.015openalex-snapshot
Evaluation of minor element concentrations in potatoes using laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.sab.2012.05.005openalex-snapshot
Laser-induced breakdown spectroscopy for analysis of plant materials: A review
inferredcites →https://doi.org/10.1016/j.sab.2012.07.009openalex-snapshot
Correlation between laser-induced breakdown spectroscopy signal and moisture content
inferredcites →https://doi.org/10.1016/j.sab.2013.03.009openalex-snapshot
A novel strategy for preparing calibration standards for the analysis of plant materials by laser-induced breakdown spectroscopy: A case study with pellets of sugar cane leaves
inferredcites →https://doi.org/10.1016/j.sab.2013.05.013openalex-snapshot
A brief history of laser-induced breakdown spectroscopy: From the concept of atoms to LIBS 2012
inferredcites →https://doi.org/10.1016/j.sab.2014.08.025openalex-snapshot
Determination of inorganic nutrients in wheat flour by laser-induced breakdown spectroscopy and energy dispersive X-ray fluorescence spectrometry
inferredcites →https://doi.org/10.1016/j.sab.2014.09.015openalex-snapshot
A review of the development of portable laser induced breakdown spectroscopy and its applications
inferredcites →https://doi.org/10.1016/j.sab.2015.11.002openalex-snapshot
Sample treatment and preparation for laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.sab.2016.08.023openalex-snapshot
Ash analysis of flour sample by using laser- i nduced breakdown spectroscopy
inferredcites →https://doi.org/10.1016/j.surfrep.2012.09.001openalex-snapshot
Trace elemental analysis by laser-induced breakdown spectroscopy—Biological applications
inferredcites →https://doi.org/10.1016/j.talanta.2011.06.069openalex-snapshot
Evaluation of grinding methods for pellets preparation aiming at the analysis of plant materials by laser induced breakdown spectrometry
inferredcites →https://doi.org/10.1016/j.talanta.2011.09.040openalex-snapshot
Laser-induced breakdown spectroscopy-based investigation and classification of pharmaceutical tablets using multivariate chemometric analysis
inferredcites →https://doi.org/10.1016/j.talanta.2013.06.003openalex-snapshot
Qualitative evaluation of maternal milk and commercial infant formulas via LIBS
inferredcites →https://doi.org/10.1016/j.talanta.2014.03.063openalex-snapshot
Monitoring of heavy metal particle emission in the exhaust duct of a foundry using LIBS
inferredcites →https://doi.org/10.1016/j.talanta.2016.02.030openalex-snapshot
Direct spectral analysis of tea samples using 266 nm UV pulsed laser-induced breakdown spectroscopy and cross validation of LIBS results with ICP-MS
inferredcites →https://doi.org/10.1016/j.talanta.2016.04.036openalex-snapshot
Qualitative and quantitative spectro-chemical analysis of dates using UV-pulsed laser induced breakdown spectroscopy and inductively coupled plasma mass spectrometry
inferredcites →https://doi.org/10.1016/j.talanta.2016.05.059openalex-snapshot
Classification of red wine based on its protected designation of origin (PDO) using Laser-induced Breakdown Spectroscopy (LIBS)
inferredcites →https://doi.org/10.1016/j.talanta.2017.03.071openalex-snapshot
Quantification of copper content with laser induced breakdown spectroscopy as a potential indicator of offal adulteration in beef
inferredcites →https://doi.org/10.1016/j.tifs.2015.08.003openalex-snapshot
A review of vibrational spectroscopic techniques for the detection of food authenticity and adulteration
inferredcites →https://doi.org/10.1016/j.trac.2009.07.007openalex-snapshot
Review of the most common pre-processing techniques for near-infrared spectra
inferredcites →https://doi.org/10.1016/s1872-2040(15)60832-5openalex-snapshot
Progress of Chemometrics in Laser-induced Breakdown Spectroscopy Analysis
inferredcites →https://doi.org/10.1021/ac303220ropenalex-snapshot
Laser-Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.1021/jf203518fopenalex-snapshot
Detection of Nutrient Elements and Contamination by Pesticides in Spinach and Rice Samples Using Laser-Induced Breakdown Spectroscopy (LIBS)
inferredcites →https://doi.org/10.1021/jf4029317openalex-snapshot
Detection of Biological Contaminants on Foods and Food Surfaces Using Laser-Induced Breakdown Spectroscopy (LIBS)
inferredcites →https://doi.org/10.1038/srep06065openalex-snapshot
Laser spectrometry for multi-elemental imaging of biological tissues
inferredcites →https://doi.org/10.1038/srep29936openalex-snapshot
3D Imaging of Nanoparticle Distribution in Biological Tissue by Laser-Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.1063/1.2170437openalex-snapshot
Spectral signature of native CN bonds for bacterium detection and identification using femtosecond laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1063/1.2752784openalex-snapshot
Pathogenic Escherichia coli strain discrimination using laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1088/1009-0630/17/8/17openalex-snapshot
Nondestructive Determination of Cu Residue in Orange Peel by Laser Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.1198/tech.2004.s248openalex-snapshot
Statistics and Chemometrics for Analytical Chemistry
inferredcites →https://doi.org/10.1364/ao.42.006184openalex-snapshot
Detection of bacteria by time-resolved laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1364/ao.50.001227openalex-snapshot
Quantitative analysis of toxic metals lead and cadmium in water jet by laser-induced breakdown spectroscopy
inferredcites →https://doi.org/10.1366/11-06574openalex-snapshot
Laser-Induced Breakdown Spectroscopy (LIBS), Part II: Review of Instrumental and Methodological Approaches to Material Analysis and Applications to Different Fields
inferredcites →https://doi.org/10.1366/13-07163openalex-snapshot
Laser-Induced Breakdown Spectroscopy (LIBS) Analysis of Calcium Ions Dissolved in Water Using Filter Paper Substrates: An Ideal Internal Standard for Precision Improvement
inferredcites →https://doi.org/10.1590/s0103-50532007000300002openalex-snapshot
Laser Induced Breakdown Spectroscopy
inferredcites →https://doi.org/10.5402/2012/285240openalex-snapshot
Laser-Induced Breakdown Spectroscopy: Fundamentals, Applications, and Challenges

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Laser‐Induced Breakdown Spectroscopy
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X‐Ray, LIBS, NMR, and MS Applications in Food, Feed, and Agriculture
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Laser‐Induced Breakdown Spectroscopy in Food Sciences
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Capabilities and Limitations of Laser‐Induced Breakdown Spectroscopy for Analyzing Food Products
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LIBS Spectral Treatment
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Harnessing Machine Learning and Deep Learning Approaches for Laser‐Induced Breakdown Spectroscopy Data Analysis: A Comprehensive Review
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Review of Analytical Lithium Detection and Quantification Methods Along the Lithium Value Chain
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Laser‐Induced Breakdown Spectroscopy (LIBS) for Rapid Food Safety Monitoring: Advancements, Applications, and Future Directions
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Laserinduzierte Plasmaspektroskopie (LIBS) in der Lebensmittelanalytik
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In situ detection of spices with medicinal value based on laser‐induced breakdown spectroscopy
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In the Field of Quantum Technologies
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Optical Measurement Techniques
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Approaches for Forgery Detection of Documents in Digital Forensics: A Review
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Data Fusion in LIBS Food Analysis
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Qualitative Analysis in LIBS
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Optical Signal Enhancement in LIBS Using Aluminum Nanoparticles on Brass Sample
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Modern Spectral Analysis Techniques
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Hits and misses in research trends to monitor contaminants in foods
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From matrix complexity to front-end screening: laser-induced breakdown spectroscopy for dairy quality and safety assessment
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Quantitative analysis of trace elements in liquid samples using laser induced breakdown spectroscopy
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Quantitative Analysis of Al in Flour Products by Laser-Induced Breakdown Spectroscopy Combined with Partial Least Squares
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Enhancement of Calcium Libs Signals by the Simultaneous Use of Nanoparticles Together with the Application of a Weak Electric Field
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Development in the application of laser-induced breakdown spectroscopy in recent years: A review
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Fast Sequential Determination of Zn, Fe, Mg, Ca, Na, and K in Infant Formulas by High-Resolution Continuum Source Flame Atomic Absorption Spectrometry Using Ultrasound-Assisted Extraction
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Direct Determination of Ca, K, and Mg in Cocoa Beans by Laser-Induced Breakdown Spectroscopy (LIBS): Evaluation of Three Univariate Calibration Strategies for Matrix Matching
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Minimal-Invasive Analytical Method and Data Fusion: an Alternative for Determination of Cu, K, Sr, and Zn in Cocoa Beans
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Determination of bioequivalence between generic and reference drugs using laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.aca.2026.345579openalex-snapshot
Feature-enhanced dual-input transformer for LIBS quantitative analysis of minor-content elements
inferred← citeshttps://doi.org/10.1016/j.aca.2026.345595openalex-snapshot
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Efficient and anti-interference plastic classification method suitable for one-shot learning based on laser induced breakdown spectroscopy
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Discrimination of Radix Astragali according to geographical regions by data fusion of laser induced breakdown spectroscopy (LIBS) and infrared spectroscopy (IR) combined with random forest (RF)
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Rapid quantitative analysis of three elements (Al, Mg and Fe) in molten zinc based on laser-induced breakdown spectroscopy combined with machine learning algorithm
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Minimizing LIBS damage in the analysis of decorative tiles using RGB data clustering
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Laser-based classification of olive oils assisted by machine learning
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Current analytical methods for porcine identification in meat and meat products
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Spectroscopic techniques for edible oil evaluation - Technology overview and recent applications from lab to industry
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A multi-task mixture-of-experts CNN based on time-resolved LIBS for qualitative and quantitative collaborative analysis of milk powder adulteration
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AI and laser-induced spectroscopy for food industry
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Potential of ultraviolet laser pulse-induced current for characterizing the grain size of table sugar
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Laser-induced breakdown spectroscopy (LIBS) of animal fat (lard): Efficient sample preparation for onsite analysis and influence of sample temperature on the signal intensity and plasma parameters
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Sampling effects on the quantification of sodium content in infant formula using laser-induced breakdown spectroscopy (LIBS)
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Rapid analysis of magnesium in infant formula powder using laser-induced breakdown spectroscopy
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Spectrochemical analysis of Pakistani bakery breads using laser induced breakdown spectroscopy
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Determination of blood cholesterol concentration using calibration-based laser plasma spectroscopy and Fourier transform infrared technique
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Elemental analysis in food: An overview
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Front-face fluorescence spectroscopy combined with chemometrics for the discrimination of wheat flour and cassava flour
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Laser induced breakdown spectroscopy as an emerging technique for olive oil, milk and honey authentication and traceability: A review
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Introduction to laser induced breakdown spectroscopy imaging in food: Salt diffusion in meat
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Laser induced breakdown spectroscopy based diffusion modelling in cheese matrix
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Elemental mapping of cocoa beans with laser-induced breakdown spectroscopy
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Laser-induced breakdown spectroscopy unified partial least squares regression: An easy and speedy strategy for predicting Ca, Mg and Na content in honey
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Alternative analytical method for direct determination of Mn and Ba in peppermint tea based on laser induced breakdown spectroscopy
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LIBS as an alternative method to control an industrial hydrometallurgical process for the recovery of Cu in waste from electro-electronic equipment (WEEE)
inferred← citeshttps://doi.org/10.1016/j.microc.2022.107190openalex-snapshot
Identification of adulterated milk powder based on convolutional neural network and laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.microc.2024.110664openalex-snapshot
Systematic comparison of unsupervised feature extraction methods for enhancing discrimination accuracy of brown rice flour adulteration in LIBS
inferred← citeshttps://doi.org/10.1016/j.microc.2025.116575openalex-snapshot
Precise geographical tracing of ginseng using laser-induced breakdown spectroscopy and hyperspectral imaging data fusion in small-sample conditions
inferred← citeshttps://doi.org/10.1016/j.optlaseng.2022.107433openalex-snapshot
Flame-assisted plasma modulation to improve the raw signal quality for laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.optlastec.2018.01.028openalex-snapshot
Discrimination of soft tissues using laser-induced breakdown spectroscopy in combination with k nearest neighbors (kNN) and support vector machine (SVM) classifiers
inferred← citeshttps://doi.org/10.1016/j.optlastec.2022.108222openalex-snapshot
Qualitative and quantitative discrimination of major elements in Chitosan (natural polymer) using laser induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.optlastec.2022.108982openalex-snapshot
Interactions of microwaves with alumina surface in microwave-enhanced laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.optlastec.2024.111282openalex-snapshot
Multi-component quantitative analysis of LIBS using adaptively optimized multi-branch CNN
inferred← citeshttps://doi.org/10.1016/j.postharvbio.2022.112226openalex-snapshot
Rapid origin identification of chrysanthemum morifolium using laser-induced breakdown spectroscopy and chemometrics
inferred← citeshttps://doi.org/10.1016/j.radphyschem.2019.108666openalex-snapshot
Laser induced breakdown spectroscopy methods and applications: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.rechem.2026.103479openalex-snapshot
Advances in physical evidence traceability: An integrated framework of analytical techniques and chemometric algorithms
inferred← citeshttps://doi.org/10.1016/j.sab.2017.06.014openalex-snapshot
Quantification of trace metals in infant formula premixes using laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.sab.2018.11.008openalex-snapshot
Review of the recent advances and applications of LIBS-based imaging
inferred← citeshttps://doi.org/10.1016/j.sab.2019.02.005openalex-snapshot
A review of the use of laser-induced breakdown spectroscopy for bacterial classification, quantification, and identification
inferred← citeshttps://doi.org/10.1016/j.sab.2019.105746openalex-snapshot
Laser-induced breakdown spectroscopy assisted by machine learning for olive oils classification: The effect of the experimental parameters
inferred← citeshttps://doi.org/10.1016/j.sab.2020.105817openalex-snapshot
Rapid detection of chromium in different valence states in soil using resin selective enrichment coupled with laser-induced breakdown spectroscopy: From laboratory test to portable instruments
inferred← citeshttps://doi.org/10.1016/j.sab.2020.105969openalex-snapshot
Laser induced breakdown spectroscopy for elemental analysis and discrimination of honey samples
inferred← citeshttps://doi.org/10.1016/j.sab.2020.106027openalex-snapshot
Quantitative determination of phosphorus in seafood using laser-induced breakdown spectroscopy combined with machine learning
inferred← citeshttps://doi.org/10.1016/j.sab.2021.106067openalex-snapshot
Field investigation of volcanic deposits on Vulcano, Italy using a handheld laser-induced breakdown spectroscopy instrument
inferred← citeshttps://doi.org/10.1016/j.sab.2022.106566openalex-snapshot
A novel strategy for preparing calibration standards for laser-induced breakdown spectroscopy using beeswax as a substrate: A case study with cosmetic and lubricant oil samples
inferred← citeshttps://doi.org/10.1016/j.sab.2023.106712openalex-snapshot
Effect of sample pretreatment on pelletization and performance of laser-induced breakdown spectroscopy for predicting key soil properties
inferred← citeshttps://doi.org/10.1016/j.sab.2023.106760openalex-snapshot
Evaluation of limits of detection in laser-induced breakdown spectroscopy: Demonstration for food
inferred← citeshttps://doi.org/10.1016/j.sab.2023.106763openalex-snapshot
Automatic background correction method for laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.sab.2023.106834openalex-snapshot
Laser-induced breakdown spectroscopy of biological tissues: Plasma diagnostics and a comparison of quantification approaches
inferred← citeshttps://doi.org/10.1016/j.sab.2024.106880openalex-snapshot
Sub-ppb detection limit of Cr, Pb, and Cu in water by surface-enhanced LIBS with femtosecond laser
inferred← citeshttps://doi.org/10.1016/j.sab.2024.107063openalex-snapshot
Signal enhancement with double-pulse LIBS on biological samples and better discrimination of tissues through machine learning algorithms
inferred← citeshttps://doi.org/10.1016/j.sab.2025.107159openalex-snapshot
Ordered substrate based on gold film over SiO2 microspheres for increasing the sensitivity of the laser-induced breakdown spectroscopy method in the study of nanoparticles
inferred← citeshttps://doi.org/10.1016/j.sab.2025.107336openalex-snapshot
Rapid detection of total chromium in water bodies using AuAgPd trimetallic nanoparticles-modified filter paper combined with laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.sab.2025.107421openalex-snapshot
Concentration effects of gold nanoparticles on spectral enhancement and plasma parameters in femtosecond LIBS
inferred← citeshttps://doi.org/10.1016/j.sab.2025.107445openalex-snapshot
Arc discharge-assisted enhancement of femtosecond LIBS for improved sensitivity in trace Cu detection in aqueous solutions
inferred← citeshttps://doi.org/10.1016/j.sab.2026.107519openalex-snapshot
Improving quantification of trace-level copper in geological samples using LIBS and Machine Learning techniques
inferred← citeshttps://doi.org/10.1016/j.sab.2026.107611openalex-snapshot
Matrix effects in laser-induced breakdown spectroscopy: A review from fundamental mechanisms to data-driven modeling strategies
inferred← citeshttps://doi.org/10.1016/j.talanta.2019.120167openalex-snapshot
Matte photographic paper as a low-cost material for metal ion retention and elemental measurements with laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.talanta.2019.120170openalex-snapshot
Mineral carbonate dissolution with increasing CO2 pressure measured by underwater laser induced breakdown spectroscopy and its application in carbon sequestration
inferred← citeshttps://doi.org/10.1016/j.talanta.2020.121258openalex-snapshot
Elemental analysis of fish feed by laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1016/j.talanta.2024.125723openalex-snapshot
Enhancing biomarker detection sensitivity through tag-laser induced breakdown spectroscopy with NELIBS
inferred← citeshttps://doi.org/10.1016/j.talanta.2025.128806openalex-snapshot
Laser spectral enhancement and analysis based on blind-spot networks and Kolmogorov-Arnold networks
inferred← citeshttps://doi.org/10.1016/j.talo.2022.100172openalex-snapshot
Analysis of the characteristics of microwave-enhanced laser-induced atmospheric air plasma and ablation plasma for Al target
inferred← citeshttps://doi.org/10.1016/j.tifs.2020.07.013openalex-snapshot
Analytical advances in the determination of calcium in bovine milk, dairy products and milk-based infant formulas
inferred← citeshttps://doi.org/10.1016/j.trac.2019.05.052openalex-snapshot
Recent advances and future trends in LIBS applications to agricultural materials and their food derivatives: An overview of developments in the last decade (2010–2019). Part II. Crop plants and their food derivatives
inferred← citeshttps://doi.org/10.1016/j.trac.2023.117197openalex-snapshot
Recent advances in laser-induced breakdown spectroscopy for explosive analysis
inferred← citeshttps://doi.org/10.1017/jns.2025.10024openalex-snapshot
Analysis of heavy metal content in protein powders available on the Hungarian market: a reassuring snapshot, but not a reassuring quality guarantee
inferred← citeshttps://doi.org/10.1021/acs.analchem.4c04055openalex-snapshot
Laser-Induced Breakdown Spectroscopy Using 2D Structured Light: A Case of Spectral Signal Enhancement on Metal Samples
inferred← citeshttps://doi.org/10.1021/acs.analchem.5c07322openalex-snapshot
Quantitative Spectroscopic Characterization of Fuel Properties of Carbon-Based Materials Using Machine Learning
inferred← citeshttps://doi.org/10.1021/acs.analchem.6c02220openalex-snapshot
Diffusion Model-Driven Spectral Noise Modeling and Generative Reconstruction Strategy
inferred← citeshttps://doi.org/10.1021/acs.analchem.9b05608openalex-snapshot
Quantitative Analysis of Salmonella typhimurium Based on Elemental-Tags Laser-Induced Breakdown Spectroscopy
inferred← citeshttps://doi.org/10.1021/acs.jafc.2c05284openalex-snapshot
Recent Advances in Rapid Detection Techniques for Pesticide Residue: A Review
inferred← citeshttps://doi.org/10.1038/s41598-019-47338-7openalex-snapshot
Elemental imaging by Laser-Induced Breakdown Spectroscopy to evaluate selenium enrichment effects in edible mushrooms
inferred← citeshttps://doi.org/10.1038/s41598-021-84941-zopenalex-snapshot
Laser-induced breakdown spectroscopy coupled with machine learning as a tool for olive oil authenticity and geographic discrimination
inferred← citeshttps://doi.org/10.1038/s41598-023-29371-9openalex-snapshot
Calibration of spectra in presence of non-stationary background using unsupervised physics-informed deep learning
inferred← citeshttps://doi.org/10.1038/s41598-024-55502-xopenalex-snapshot
Jewelry rock discrimination as interpretable data using laser-induced breakdown spectroscopy and a convolutional LSTM deep learning algorithm
inferred← citeshttps://doi.org/10.1038/s41598-025-24644-xopenalex-snapshot
A multi-distance laser-induced breakdown spectroscopy data classification method based on deep convolutional neural network and spectral sample weight optimization
inferred← citeshttps://doi.org/10.1039/9781788016117-00048openalex-snapshot
Laser-induced Breakdown Spectroscopy (LIBS) in Forensic Sensing
inferred← citeshttps://doi.org/10.1039/c7ja00293aopenalex-snapshot
Recent advances in LIBS and XRF for the analysis of plants
inferred← citeshttps://doi.org/10.1039/c8ja00284copenalex-snapshot
Determination of coal properties using laser-induced breakdown spectroscopy combined with kernel extreme learning machine and variable selection
inferred← citeshttps://doi.org/10.1039/c8ja00442kopenalex-snapshot
A novel method to extract important features from laser induced breakdown spectroscopy data: application to determine heavy metals in mulberries
inferred← citeshttps://doi.org/10.1039/c8ja90005aopenalex-snapshot
Atomic Spectrometry Update: review of advances in the analysis of clinical and biological materials, foods and beverages
inferred← citeshttps://doi.org/10.1039/c8ja90044bopenalex-snapshot
Atomic Spectrometry Update – a review of advances in environmental analysis
inferred← citeshttps://doi.org/10.1039/c9ay01916bopenalex-snapshot
Hyperspectral images: a qualitative approach to evaluate the chemical profile distribution of Ca, K, Mg, Na and P in edible seeds employing laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1039/c9ay02443copenalex-snapshot
Classification and identification of brands of iron ores using laser-induced breakdown spectroscopy combined with principal component analysis and artificial neural networks
inferred← citeshttps://doi.org/10.1039/d0ja00010hopenalex-snapshot
A hybrid random forest method fusing wavelet transform and variable importance for the quantitative analysis of K in potassic salt ore using laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1039/d0ja00292eopenalex-snapshot
Detection and separation of Fe( ii ) and Fe( iii ) in aqueous solution by laser-induced breakdown spectroscopy coupled with chelating resin enrichment and pH value adjustment
inferred← citeshttps://doi.org/10.1039/d0ja00394hopenalex-snapshot
Determining available potassium in soil by laser-induced breakdown spectroscopy combined with cation exchange membrane adsorption
inferred← citeshttps://doi.org/10.1039/d1cc01844bopenalex-snapshot
Low-cost smartphone-based LIBS combined with deep learning image processing for accurate lithology recognition
inferred← citeshttps://doi.org/10.1039/d1ja00188dopenalex-snapshot
Laser-ablation dependence of fiber-laser-based laser-induced breakdown spectroscopy for determining Cu, Mg, and Mn elements in aluminum alloys
inferred← citeshttps://doi.org/10.1039/d1ja00402fopenalex-snapshot
Line plasma versus point plasma VUV LIBS for the detection of carbon in steel: a comparative study
inferred← citeshttps://doi.org/10.1039/d2an00143hopenalex-snapshot
A novel approach for discovering correlations between elemental and molecular composition using laser-based spectroscopic techniques
inferred← citeshttps://doi.org/10.1039/d2ja00100dopenalex-snapshot
Investigation of the self-absorption temporal evolution of alkali and alkaline earth metal elements in soil using laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1039/d2ja00149gopenalex-snapshot
A tutorial review on methods of agricultural product sample pretreatment and target analysis by laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1039/d2ja00256fopenalex-snapshot
Influence of ambient pressure on spatial–temporal evolution of local thermodynamic equilibrium for laser-induced plasma
inferred← citeshttps://doi.org/10.1039/d3ja00064hopenalex-snapshot
Classification of uneven steel samples by laser induced breakdown spectroscopy based on a Bessel beam
inferred← citeshttps://doi.org/10.1039/d3ja00147dopenalex-snapshot
Determination of ash content, volatile matter, and calorific value in coal by OLS combined with laser-induced breakdown spectroscopy based on PC recombination
inferred← citeshttps://doi.org/10.1039/d3ja00327bopenalex-snapshot
Elemental analysis of liquid samples by nanoparticle-enhanced laser-induced breakdown spectroscopy: using ordered nano-arrays with a tunable nanoparticle size and inter-particle distance
inferred← citeshttps://doi.org/10.1039/d4ay00679hopenalex-snapshot
A LIBS spectrum baseline correction method based on the non-parametric prior penalized least squares algorithm
inferred← citeshttps://doi.org/10.1039/d4ja00314dopenalex-snapshot
Recent advances in chemical composition imaging operation based on laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1039/d5ja00255aopenalex-snapshot
Morphology–spectral correlations of laser-induced Al plasma with plate wall spatial confinement
inferred← citeshttps://doi.org/10.1039/d5ja00282fopenalex-snapshot
Rapid classification of tea using laser-induced breakdown spectroscopy coupled with a BP neural network optimized by improved SSA
inferred← citeshttps://doi.org/10.1039/d5ja00318kopenalex-snapshot
Dynamic vision sensor enhanced laser-induced breakdown spectroscopy: parameter optimisation and correction method for improving spectral stability
inferred← citeshttps://doi.org/10.1039/d5ja00364dopenalex-snapshot
Laser-induced breakdown spectroscopy (LIBS) of LPBF-fabricated alloy steel: effect of surface roughness and the laser–material interaction mechanism
inferred← citeshttps://doi.org/10.1039/d6ja00040aopenalex-snapshot
Ensemble deep kernel PLS regression method for full-spectrum multi-component LIBS quantitative analysis of Mars surface oxides
inferred← citeshttps://doi.org/10.1039/d6ja00137hopenalex-snapshot
Synergistic multi-technique strategies for signal enhancement and quantitative improvement in laser-induced breakdown spectroscopy: a review
inferred← citeshttps://doi.org/10.1039/d6ja00142dopenalex-snapshot
Comparative analysis of one- and two-dimensional spectral representations for LIBS-based classification of rocks
inferred← citeshttps://doi.org/10.1039/d6lc00501bopenalex-snapshot
Enhancing LIBS detection of oil-borne metallic microparticles via acoustic manipulation chip-based enrichment
inferred← citeshttps://doi.org/10.1063/5.0181645openalex-snapshot
Investigation of the impacts of laser energy on calcium plasma and calculated plasma parameters by using the O. E. S. technique
inferred← citeshttps://doi.org/10.1063/5.0346085openalex-snapshot
Signal enhancement in laser-induced breakdown spectroscopy for improved sensitivity and detection limits: Mechanisms and prospects
inferred← citeshttps://doi.org/10.1080/05704928.2026.2701698openalex-snapshot
Laser-induced breakdown spectroscopy in biomedicine: Principles, data analytics, and applications in biofluids, tissues, and pharmaceuticals
inferred← citeshttps://doi.org/10.1080/10408347.2020.1823810openalex-snapshot
A Review of Analytical Methods for Calcium Salts and Cholecalciferol in Dietary Supplements
inferred← citeshttps://doi.org/10.1080/10408347.2021.1905503openalex-snapshot
Fraud Detection of Herbal Medicines Based on Modern Analytical Technologies Combine with Chemometrics Approach: A Review
inferred← citeshttps://doi.org/10.1080/10408398.2023.2284246openalex-snapshot
Application of spectroscopic techniques combined with chemometrics to the authenticity and quality attributes of rice
inferred← citeshttps://doi.org/10.1080/19440049.2025.2494199openalex-snapshot
Detection of whey protein concentrate adulteration using laser-induced breakdown spectroscopy combined with machine learning
inferred← citeshttps://doi.org/10.1080/19476337.2018.1525432openalex-snapshot
Advances in meat spoilage detection: A short focus on rapid methods and technologies
inferred← citeshttps://doi.org/10.1088/1361-6463/ab477aopenalex-snapshot
Progress of laser-induced breakdown spectroscopy in nuclear industry applications
inferred← citeshttps://doi.org/10.1088/1361-6463/ace197openalex-snapshot
Radial characteristics of laser-induced plasma under the influence of air pressure
inferred← citeshttps://doi.org/10.1088/1361-6463/ad0e98openalex-snapshot
Effect of laser energy on temporal evolution of self-absorption at different air pressures
inferred← citeshttps://doi.org/10.1088/1361-6595/ac9081openalex-snapshot
Electron impact excitation cross section calculations of the fine structure transitions of Mo and their applications in the diagnostics of the laser induced Mo plasma
inferred← citeshttps://doi.org/10.1088/1555-6611/ab189copenalex-snapshot
An advanced spectroscopic approach (LIBS in combination with AAS): a steadfast means to probe the elemental composition of monosodium glutamate
inferred← citeshttps://doi.org/10.1088/1555-6611/ab3fa1openalex-snapshot
Qualitative and quantitative analysis of nanoparticles using laser-induced breakdown spectroscopy (LIBS) and energy dispersive x-ray spectroscopy (EDS)
inferred← citeshttps://doi.org/10.1088/1555-6611/ac756bopenalex-snapshot
A novel approach in pharmaceutical analysis by laser induced breakdown spectroscopy combined with chemometric methods and artificial neural network
inferred← citeshttps://doi.org/10.1088/1742-6596/1025/1/012003openalex-snapshot
Emission characteristics of copper using laser-induced breakdown spectroscopy at low pressure
inferred← citeshttps://doi.org/10.1088/1742-6596/1120/1/012019openalex-snapshot
Plasma induced by a pulsed CO2 laser from powder samples mixed with silicone on metal subtarget and its possibility for detecting difficult salts of Cl, B, and S
inferred← citeshttps://doi.org/10.1088/1742-6596/1341/8/082021openalex-snapshot
Chlorine signal investigation in organic product as a pesticide residues by Laser Induced Breakdown Spectroscopy (LIBS)
inferred← citeshttps://doi.org/10.1088/1742-6596/1436/1/012048openalex-snapshot
Determination of Potassium in Foodstuffs Consumed in Mamuju Indonesia by Neutron Activation Analysis
inferred← citeshttps://doi.org/10.1088/1742-6596/2049/1/012017openalex-snapshot
Coupling Backpropagation Neural Network and AdaBoost Algorithm for Quantitative Analysis of Nickel via Laser-Induced Breakdown Spectroscopy
inferred← citeshttps://doi.org/10.1088/1742-6596/2193/1/012031openalex-snapshot
Comparative study of mineral element content in fishes from the south and north seas of java island using neutron activation analysis
inferred← citeshttps://doi.org/10.1088/1757-899x/757/1/012025openalex-snapshot
Study of the Spectroscopic Performance of Laser Produced CdTe, and CdTe:Ag Plasma
inferred← citeshttps://doi.org/10.1088/2058-6272/ab8c31openalex-snapshot
Identification of heavy metal-contaminated Tegillarca granosa using laser-induced breakdown spectroscopy and linear regression for classification
inferred← citeshttps://doi.org/10.1088/2058-6272/aca504openalex-snapshot
Detection and quantification of Pb and Cr in oysters using laser-induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1089/pho.2018.4496openalex-snapshot
A New Method for Investigation of Different Tissues Using Femtosecond Laser Mass Spectrometry
inferred← citeshttps://doi.org/10.1108/sr-02-2026-0107openalex-snapshot
Spectroscopic fingerprinting of water contaminants: laser-based methods for chemical and biological sensing
inferred← citeshttps://doi.org/10.1109/tdei.2023.3343322openalex-snapshot
Influence of Low Temperatures on Laser- Induced Breakdown Spectroscopy of Silicon Rubber Insulators
inferred← citeshttps://doi.org/10.1109/tim.2023.3280511openalex-snapshot
Accurate Quantitative Analysis of LIBS With Image Form Spectra by Using a Hybrid Deep Learning Model of a Convolutional Block Attention Module-Convolutional Neural Network-Long Short-Term Memory
inferred← citeshttps://doi.org/10.1109/tim.2025.3643090openalex-snapshot
Quantitative Detection of Fe Elements in Mining Soil Based on 2-D LIBS State Spectrogram: A Lightweight Regression Network KAMS-Net
inferred← citeshttps://doi.org/10.1111/1541-4337.13301openalex-snapshot
Spectral data fusion in nondestructive detection of food products: Strategies, recent applications, and future perspectives
inferred← citeshttps://doi.org/10.1111/ijag.14653openalex-snapshot
The feasibility of CO₂‐laser‐induced breakdown spectroscopy for fast lead determination in glass cullet
inferred← citeshttps://doi.org/10.1117/1.oe.62.3.036102openalex-snapshot
Portable nanosecond laser for handheld laser-induced breakdown spectroscopy instruments
inferred← citeshttps://doi.org/10.1117/12.2599051openalex-snapshot
Study on tea classification based on provenance via random forests and laser induced breakdown spectroscopy
inferred← citeshttps://doi.org/10.1117/12.2612111openalex-snapshot
Influence of target surface morphology on LIBS spectrum
inferred← citeshttps://doi.org/10.1117/12.3023826openalex-snapshot
Parametric studies of liquid LIBS for agricultural applications
showing the first 200 of 272
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