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A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates

Salt, one of the most commonly consumed food additives worldwide, is produced in many countries. The chemical composition of edible salts is essential information for quality assessment and origin distinction. In this work, a simple laser-induced breakdown spectroscopy instrument was assembled with...

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Autores principales: Choi, Han-Bum, Moon, Seung-Hyun, Kim, Hyang, Guthikonda, Nagaraju, Ham, Kyung-Sik, Han, Song-Hee, Nam, Sang-Ho, Lee, Yong-Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674645/
https://www.ncbi.nlm.nih.gov/pubmed/38005666
http://dx.doi.org/10.3390/s23229280
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author Choi, Han-Bum
Moon, Seung-Hyun
Kim, Hyang
Guthikonda, Nagaraju
Ham, Kyung-Sik
Han, Song-Hee
Nam, Sang-Ho
Lee, Yong-Hoon
author_facet Choi, Han-Bum
Moon, Seung-Hyun
Kim, Hyang
Guthikonda, Nagaraju
Ham, Kyung-Sik
Han, Song-Hee
Nam, Sang-Ho
Lee, Yong-Hoon
author_sort Choi, Han-Bum
collection PubMed
description Salt, one of the most commonly consumed food additives worldwide, is produced in many countries. The chemical composition of edible salts is essential information for quality assessment and origin distinction. In this work, a simple laser-induced breakdown spectroscopy instrument was assembled with a diode-pumped solid-state laser and a miniature spectrometer. Its performances in analyzing Mg and Ca in six popular edible sea salts consumed in South Korea and classification of the products were investigated. Each salt was dissolved in water and a tiny amount of the solution was dropped and dried on the hydrophilicity-enhanced silicon wafer substrate, providing homogeneous distribution of salt crystals. Strong Mg II and Ca II emissions were chosen for both quantification and classification. Calibration curves could be constructed with limits-of-detection of 87 mg/kg for Mg and 45 mg/kg for Ca. Also, the Mg II and Ca II emission peak intensities were used in a k-nearest neighbors model providing 98.6% classification accuracy. In both quantification and classification, intensity normalization using a Na I emission line as a reference signal was effective. A concept of interclass distance was introduced, and the increase in the classification accuracy due to the intensity normalization was rationalized based on it. Our methodology will be useful for analyzing major mineral nutrients in various food materials in liquid phase or soluble in water, including salts.
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spelling pubmed-106746452023-11-20 A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates Choi, Han-Bum Moon, Seung-Hyun Kim, Hyang Guthikonda, Nagaraju Ham, Kyung-Sik Han, Song-Hee Nam, Sang-Ho Lee, Yong-Hoon Sensors (Basel) Article Salt, one of the most commonly consumed food additives worldwide, is produced in many countries. The chemical composition of edible salts is essential information for quality assessment and origin distinction. In this work, a simple laser-induced breakdown spectroscopy instrument was assembled with a diode-pumped solid-state laser and a miniature spectrometer. Its performances in analyzing Mg and Ca in six popular edible sea salts consumed in South Korea and classification of the products were investigated. Each salt was dissolved in water and a tiny amount of the solution was dropped and dried on the hydrophilicity-enhanced silicon wafer substrate, providing homogeneous distribution of salt crystals. Strong Mg II and Ca II emissions were chosen for both quantification and classification. Calibration curves could be constructed with limits-of-detection of 87 mg/kg for Mg and 45 mg/kg for Ca. Also, the Mg II and Ca II emission peak intensities were used in a k-nearest neighbors model providing 98.6% classification accuracy. In both quantification and classification, intensity normalization using a Na I emission line as a reference signal was effective. A concept of interclass distance was introduced, and the increase in the classification accuracy due to the intensity normalization was rationalized based on it. Our methodology will be useful for analyzing major mineral nutrients in various food materials in liquid phase or soluble in water, including salts. MDPI 2023-11-20 /pmc/articles/PMC10674645/ /pubmed/38005666 http://dx.doi.org/10.3390/s23229280 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Choi, Han-Bum
Moon, Seung-Hyun
Kim, Hyang
Guthikonda, Nagaraju
Ham, Kyung-Sik
Han, Song-Hee
Nam, Sang-Ho
Lee, Yong-Hoon
A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title_full A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title_fullStr A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title_full_unstemmed A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title_short A Simple Laser-Induced Breakdown Spectroscopy Method for Quantification and Classification of Edible Sea Salts Assisted by Surface-Hydrophilicity-Enhanced Silicon Wafer Substrates
title_sort simple laser-induced breakdown spectroscopy method for quantification and classification of edible sea salts assisted by surface-hydrophilicity-enhanced silicon wafer substrates
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674645/
https://www.ncbi.nlm.nih.gov/pubmed/38005666
http://dx.doi.org/10.3390/s23229280
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