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Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy
Peking duck is the most representative of the meat-type duck breed, and it is also one of the most popular meats in Asia. Few studies were reported on the fast assessment of duck meat quality. This study aimed to develop a fast measuring of duck fat content by using the near-infrared spectroscopy (N...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8267596/ https://www.ncbi.nlm.nih.gov/pubmed/34237544 http://dx.doi.org/10.1016/j.psj.2021.101281 |
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author | Qin, Fang-Li Wang, Xin-Chun Ding, Si-Ran Li, Guang-Sheng Hou, Zhuo-Cheng |
author_facet | Qin, Fang-Li Wang, Xin-Chun Ding, Si-Ran Li, Guang-Sheng Hou, Zhuo-Cheng |
author_sort | Qin, Fang-Li |
collection | PubMed |
description | Peking duck is the most representative of the meat-type duck breed, and it is also one of the most popular meats in Asia. Few studies were reported on the fast assessment of duck meat quality. This study aimed to develop a fast measuring of duck fat content by using the near-infrared spectroscopy (NIRS) method. We measured 273 duck breast muscle intramuscle fat (IMF) content and spectra. Partial least-squares regression (PLSR) was used to model the fat content prediction by using the spectra in the wavelengths between 950 and 1650 nm. The best predictive abilities were obtained after the first derivative pretreatment, with coefficient of calibration (R(2)(C)) of 0.92, with coefficient of prediction (R(2)(P)) of 0.90, ratio performance to deviation (RPD) of 2.72, and ratio of error range (RER) of 15.45, for samples of 30 g duck. Results demonstrated that the near-infrared spectroscopy is a useful tool for fat content assessment of Peking duck meat. |
format | Online Article Text |
id | pubmed-8267596 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82675962021-07-16 Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy Qin, Fang-Li Wang, Xin-Chun Ding, Si-Ran Li, Guang-Sheng Hou, Zhuo-Cheng Poult Sci PROCESSING AND PRODUCT Peking duck is the most representative of the meat-type duck breed, and it is also one of the most popular meats in Asia. Few studies were reported on the fast assessment of duck meat quality. This study aimed to develop a fast measuring of duck fat content by using the near-infrared spectroscopy (NIRS) method. We measured 273 duck breast muscle intramuscle fat (IMF) content and spectra. Partial least-squares regression (PLSR) was used to model the fat content prediction by using the spectra in the wavelengths between 950 and 1650 nm. The best predictive abilities were obtained after the first derivative pretreatment, with coefficient of calibration (R(2)(C)) of 0.92, with coefficient of prediction (R(2)(P)) of 0.90, ratio performance to deviation (RPD) of 2.72, and ratio of error range (RER) of 15.45, for samples of 30 g duck. Results demonstrated that the near-infrared spectroscopy is a useful tool for fat content assessment of Peking duck meat. Elsevier 2021-05-25 /pmc/articles/PMC8267596/ /pubmed/34237544 http://dx.doi.org/10.1016/j.psj.2021.101281 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | PROCESSING AND PRODUCT Qin, Fang-Li Wang, Xin-Chun Ding, Si-Ran Li, Guang-Sheng Hou, Zhuo-Cheng Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title | Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title_full | Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title_fullStr | Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title_full_unstemmed | Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title_short | Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy |
title_sort | prediction of peking duck intramuscle fat content by near-infrared spectroscopy |
topic | PROCESSING AND PRODUCT |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8267596/ https://www.ncbi.nlm.nih.gov/pubmed/34237544 http://dx.doi.org/10.1016/j.psj.2021.101281 |
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