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Rapid detection of Atlantic salmon multi‐quality based on impedance properties
To establish a rapid, convenient, and low‐cost method to assess the quality of Atlantic salmon, we analyzed the impedance between 10(–1) and 10(5) Hz for Atlantic salmon/rainbow trout, chilled/frozen‐thawed salmon, and fresh/stale salmon. We combined chemometrics with impedance properties to create...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7020269/ https://www.ncbi.nlm.nih.gov/pubmed/32148795 http://dx.doi.org/10.1002/fsn3.1362 |
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author | Sun, Zongbao Liang, Liming Li, Junkui Liu, Xiaoyu Sun, Jian Zou, Xiaobo Zuo, Min Guo, Zhiming |
author_facet | Sun, Zongbao Liang, Liming Li, Junkui Liu, Xiaoyu Sun, Jian Zou, Xiaobo Zuo, Min Guo, Zhiming |
author_sort | Sun, Zongbao |
collection | PubMed |
description | To establish a rapid, convenient, and low‐cost method to assess the quality of Atlantic salmon, we analyzed the impedance between 10(–1) and 10(5) Hz for Atlantic salmon/rainbow trout, chilled/frozen‐thawed salmon, and fresh/stale salmon. We combined chemometrics with impedance properties to create a multi‐quality index for Atlantic salmon. The accuracy of all three models established can reach 100% in distinguishing Atlantic salmon from rainbow trout and distinguishing chilled salmon from frozen‐thawed salmon. We applied a partial least squares method to create a quantitative prediction model of bioimpedance spectroscopy and the value of total volatile basic nitrogen. The correlation coefficients of the training and test sets were 0.9447 and 0.9387. Our results showed that the combination of impedance properties and chemometrics was a simple and effective application to evaluate Atlantic salmon quality. |
format | Online Article Text |
id | pubmed-7020269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70202692020-03-06 Rapid detection of Atlantic salmon multi‐quality based on impedance properties Sun, Zongbao Liang, Liming Li, Junkui Liu, Xiaoyu Sun, Jian Zou, Xiaobo Zuo, Min Guo, Zhiming Food Sci Nutr Original Research To establish a rapid, convenient, and low‐cost method to assess the quality of Atlantic salmon, we analyzed the impedance between 10(–1) and 10(5) Hz for Atlantic salmon/rainbow trout, chilled/frozen‐thawed salmon, and fresh/stale salmon. We combined chemometrics with impedance properties to create a multi‐quality index for Atlantic salmon. The accuracy of all three models established can reach 100% in distinguishing Atlantic salmon from rainbow trout and distinguishing chilled salmon from frozen‐thawed salmon. We applied a partial least squares method to create a quantitative prediction model of bioimpedance spectroscopy and the value of total volatile basic nitrogen. The correlation coefficients of the training and test sets were 0.9447 and 0.9387. Our results showed that the combination of impedance properties and chemometrics was a simple and effective application to evaluate Atlantic salmon quality. John Wiley and Sons Inc. 2020-01-21 /pmc/articles/PMC7020269/ /pubmed/32148795 http://dx.doi.org/10.1002/fsn3.1362 Text en © 2020 The Authors. Food Science & Nutrition published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Sun, Zongbao Liang, Liming Li, Junkui Liu, Xiaoyu Sun, Jian Zou, Xiaobo Zuo, Min Guo, Zhiming Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title | Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title_full | Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title_fullStr | Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title_full_unstemmed | Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title_short | Rapid detection of Atlantic salmon multi‐quality based on impedance properties |
title_sort | rapid detection of atlantic salmon multi‐quality based on impedance properties |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7020269/ https://www.ncbi.nlm.nih.gov/pubmed/32148795 http://dx.doi.org/10.1002/fsn3.1362 |
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