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A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple
Reliable information about degree of red coloration in fruit flesh is essential for grading and sorting of red-fleshed apples. We propose a spatially resolved interactance spectroscopy approach as a new rapid and non-destructive technique to estimate degree of red coloration in the flesh of a red-fl...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578623/ https://www.ncbi.nlm.nih.gov/pubmed/34754021 http://dx.doi.org/10.1038/s41598-021-01468-z |
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author | Ye, Xujun Doi, Tamaki Arakawa, Osamu Zhang, Shuhuai |
author_facet | Ye, Xujun Doi, Tamaki Arakawa, Osamu Zhang, Shuhuai |
author_sort | Ye, Xujun |
collection | PubMed |
description | Reliable information about degree of red coloration in fruit flesh is essential for grading and sorting of red-fleshed apples. We propose a spatially resolved interactance spectroscopy approach as a new rapid and non-destructive technique to estimate degree of red coloration in the flesh of a red-fleshed apple cultivar ‘Kurenainoyume’. A novel measurement system was developed to obtain spatially resolved interactance spectra (190–1070 nm) for apple fruits at eight different light source-detector separation (SDS) distances on fruit surface. Anthocyanins in apple were extracted using a solvent extraction technique, and their contents were quantified with a spectrophotometer. Partial least squares (PLS) regression analyses were performed to develop estimation models for anthocyanin content from spatially resolved interactance spectra. Results showed that the PLS models based on interactance spectra obtained at different SDS distances achieved different predictive accuracy. Further, the system demonstrated the possibility to detect the degree of red coloration in the flesh at specific depths by identifying an optimal SDS distance. This might contribute to provide a detailed profile of the red coloration (anthocyanins) that is unevenly distributed among different depths of the flesh. This new approach may be potentially applied to grading and sorting systems for red-fleshed apples in fruit industry. |
format | Online Article Text |
id | pubmed-8578623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85786232021-11-10 A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple Ye, Xujun Doi, Tamaki Arakawa, Osamu Zhang, Shuhuai Sci Rep Article Reliable information about degree of red coloration in fruit flesh is essential for grading and sorting of red-fleshed apples. We propose a spatially resolved interactance spectroscopy approach as a new rapid and non-destructive technique to estimate degree of red coloration in the flesh of a red-fleshed apple cultivar ‘Kurenainoyume’. A novel measurement system was developed to obtain spatially resolved interactance spectra (190–1070 nm) for apple fruits at eight different light source-detector separation (SDS) distances on fruit surface. Anthocyanins in apple were extracted using a solvent extraction technique, and their contents were quantified with a spectrophotometer. Partial least squares (PLS) regression analyses were performed to develop estimation models for anthocyanin content from spatially resolved interactance spectra. Results showed that the PLS models based on interactance spectra obtained at different SDS distances achieved different predictive accuracy. Further, the system demonstrated the possibility to detect the degree of red coloration in the flesh at specific depths by identifying an optimal SDS distance. This might contribute to provide a detailed profile of the red coloration (anthocyanins) that is unevenly distributed among different depths of the flesh. This new approach may be potentially applied to grading and sorting systems for red-fleshed apples in fruit industry. Nature Publishing Group UK 2021-11-09 /pmc/articles/PMC8578623/ /pubmed/34754021 http://dx.doi.org/10.1038/s41598-021-01468-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ye, Xujun Doi, Tamaki Arakawa, Osamu Zhang, Shuhuai A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title | A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title_full | A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title_fullStr | A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title_full_unstemmed | A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title_short | A novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
title_sort | novel spatially resolved interactance spectroscopy system to estimate degree of red coloration in red-fleshed apple |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8578623/ https://www.ncbi.nlm.nih.gov/pubmed/34754021 http://dx.doi.org/10.1038/s41598-021-01468-z |
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