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Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising
The main objective was to measure the optical coefficients of peaches after bruising at different maturity levels and detect bruises. A spatially resolved method was used to acquire absorption coefficient (μ(a)) and the reduced scattering coefficient (µ(s)’) spectra from 550 to 1000 nm, and a total...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916705/ https://www.ncbi.nlm.nih.gov/pubmed/33578918 http://dx.doi.org/10.3390/foods10020388 |
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author | Sun, Ye Huang, Yuping Pan, Leiqing Wang, Xiaochan |
author_facet | Sun, Ye Huang, Yuping Pan, Leiqing Wang, Xiaochan |
author_sort | Sun, Ye |
collection | PubMed |
description | The main objective was to measure the optical coefficients of peaches after bruising at different maturity levels and detect bruises. A spatially resolved method was used to acquire absorption coefficient (μ(a)) and the reduced scattering coefficient (µ(s)’) spectra from 550 to 1000 nm, and a total of 12 groups (3 maturity levels * 4 detection times) were used to assess changes in µ(a) and µ(s)’ resulting from bruising. Maturation and bruising both caused a decrease in µ(s)’ and an increase in µ(a), and the optical properties of immature peaches changed more after bruising than the optical properties of ripe peaches. Four hours after bruising, the optical properties of most samples were significantly different from those of intact peaches (p < 0.05), and the optical properties showed damage to tissue earlier than the appearance symptoms observed with the naked eye. The classification results of the Support Vector Machine model for bruised peaches showed that μ(a) had the best classification accuracy compared to μ(s)′ and their combinations (µ(a) × µ(s)’, µ(eff)). Overall, based on μ(a), the average detection accuracies for peaches after bruising of 0 h, 4 h, and 24 h were increased. |
format | Online Article Text |
id | pubmed-7916705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79167052021-03-01 Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising Sun, Ye Huang, Yuping Pan, Leiqing Wang, Xiaochan Foods Article The main objective was to measure the optical coefficients of peaches after bruising at different maturity levels and detect bruises. A spatially resolved method was used to acquire absorption coefficient (μ(a)) and the reduced scattering coefficient (µ(s)’) spectra from 550 to 1000 nm, and a total of 12 groups (3 maturity levels * 4 detection times) were used to assess changes in µ(a) and µ(s)’ resulting from bruising. Maturation and bruising both caused a decrease in µ(s)’ and an increase in µ(a), and the optical properties of immature peaches changed more after bruising than the optical properties of ripe peaches. Four hours after bruising, the optical properties of most samples were significantly different from those of intact peaches (p < 0.05), and the optical properties showed damage to tissue earlier than the appearance symptoms observed with the naked eye. The classification results of the Support Vector Machine model for bruised peaches showed that μ(a) had the best classification accuracy compared to μ(s)′ and their combinations (µ(a) × µ(s)’, µ(eff)). Overall, based on μ(a), the average detection accuracies for peaches after bruising of 0 h, 4 h, and 24 h were increased. MDPI 2021-02-10 /pmc/articles/PMC7916705/ /pubmed/33578918 http://dx.doi.org/10.3390/foods10020388 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sun, Ye Huang, Yuping Pan, Leiqing Wang, Xiaochan Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title | Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title_full | Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title_fullStr | Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title_full_unstemmed | Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title_short | Evaluation of the Changes in Optical Properties of Peaches with Different Maturity Levels during Bruising |
title_sort | evaluation of the changes in optical properties of peaches with different maturity levels during bruising |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916705/ https://www.ncbi.nlm.nih.gov/pubmed/33578918 http://dx.doi.org/10.3390/foods10020388 |
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