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Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy
Visible and near-infrared spectroscopy has been well studied for characterizing the organic compounds in fruit and vegetables from pre-harvest to late harvest. However, due to the challenge of decoupling of optical properties, the relationship between the collected samples’ spectral data and their p...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545835/ https://www.ncbi.nlm.nih.gov/pubmed/37783700 http://dx.doi.org/10.1038/s41598-023-43777-5 |
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author | Ma, Te Inagaki, Tetsuya Tsuchikawa, Satoru |
author_facet | Ma, Te Inagaki, Tetsuya Tsuchikawa, Satoru |
author_sort | Ma, Te |
collection | PubMed |
description | Visible and near-infrared spectroscopy has been well studied for characterizing the organic compounds in fruit and vegetables from pre-harvest to late harvest. However, due to the challenge of decoupling of optical properties, the relationship between the collected samples’ spectral data and their properties, especially their mechanical properties (e.g., firmness, hardness, and resilience) is hard to understand. This study developed a time-resolved transmittance spectroscopic method to validate the light scattering changing characteristics in kiwifruit during shelf-life and in cold storage conditions. The experimental results demonstrated that the reduced scattering coefficient ([Formula: see text] ) of 846 nm inside kiwifruit decreased steadily during postharvest storage and is more evident under shelf-life than in cold storage conditions. Moreover, the correlation between the [Formula: see text] and the storage time was confirmed to be much higher than that using the external color indexes measured using a conventional colorimeter. Furthermore, employing time-resolved profiles at this single wavelength, an efficacious mathematical model has been successfully formulated to classify the stages of kiwifruit softening, specifically early, mid-, and late stages. Notably, classification accuracies of 84% and 78% were achieved for the shelf-life and cold storage conditions, respectively. |
format | Online Article Text |
id | pubmed-10545835 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105458352023-10-04 Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy Ma, Te Inagaki, Tetsuya Tsuchikawa, Satoru Sci Rep Article Visible and near-infrared spectroscopy has been well studied for characterizing the organic compounds in fruit and vegetables from pre-harvest to late harvest. However, due to the challenge of decoupling of optical properties, the relationship between the collected samples’ spectral data and their properties, especially their mechanical properties (e.g., firmness, hardness, and resilience) is hard to understand. This study developed a time-resolved transmittance spectroscopic method to validate the light scattering changing characteristics in kiwifruit during shelf-life and in cold storage conditions. The experimental results demonstrated that the reduced scattering coefficient ([Formula: see text] ) of 846 nm inside kiwifruit decreased steadily during postharvest storage and is more evident under shelf-life than in cold storage conditions. Moreover, the correlation between the [Formula: see text] and the storage time was confirmed to be much higher than that using the external color indexes measured using a conventional colorimeter. Furthermore, employing time-resolved profiles at this single wavelength, an efficacious mathematical model has been successfully formulated to classify the stages of kiwifruit softening, specifically early, mid-, and late stages. Notably, classification accuracies of 84% and 78% were achieved for the shelf-life and cold storage conditions, respectively. Nature Publishing Group UK 2023-10-02 /pmc/articles/PMC10545835/ /pubmed/37783700 http://dx.doi.org/10.1038/s41598-023-43777-5 Text en © The Author(s) 2023 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 Ma, Te Inagaki, Tetsuya Tsuchikawa, Satoru Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title | Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title_full | Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title_fullStr | Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title_full_unstemmed | Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title_short | Validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
title_sort | validation study on light scattering changes in kiwifruit during postharvest storage using time-resolved transmittance spectroscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545835/ https://www.ncbi.nlm.nih.gov/pubmed/37783700 http://dx.doi.org/10.1038/s41598-023-43777-5 |
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