Hyperspectral imaging for estimating substances related to enzymatic browning of strawberry fruits

Strawberries have high respiration rates, and their quality deteriorates quickly during storage.Therefore, we investigated quinone, ascorbic acid, and anthocyanin content changes during storage of fruits.Additionally, we further investigated whether these substances could be measured nondestructively in strawberry fruit before storage (day 0) and on days 3 and 5 of storage using hyperspectral imaging.Partial least squares (PLS) regression analysis was performed using the obtained image data, and a calibration curve was created and evaluated using complete cross-validation.The anthocyanin and quinone contents increased during the storage with weight loss.The accuracy of the quinone content calibration curve using hyperspectral imaging was high (R 2 = 0.78), suggesting it may be used to measure quinone content during storage nondestructively.

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Publication Details

Journal
Engineering in Agriculture Environment and Food
Published
2025-01-01
DOI
https://doi.org/10.37221/eaef.18.1_32
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
0.00

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article

Hyperspectral imaging for estimating substances related to enzymatic browning of strawberry fruits

Yuya Mochizuki, Eiichi Inoue, Yoshinori Kawagoe, H Sakaguchi et al.
Engineering in Agriculture Environment and Food
Spectroscopy and Chemometric Analyses
article

Hyperspectral imaging for estimating substances related to enzymatic browning of strawberry fruits

Yuya Mochizuki, Eiichi Inoue, Yoshinori Kawagoe, H Sakaguchi, Shoji Ishida, Hiroki Umeda
article en

Abstract

Strawberries have high respiration rates, and their quality deteriorates quickly during storage.Therefore, we investigated quinone, ascorbic acid, and anthocyanin content changes during storage of fruits.Additionally, we further investigated whether these substances could be measured nondestructively in strawberry fruit before storage (day 0) and on days 3 and 5 of storage using hyperspectral imaging.Partial least squares (PLS) regression analysis was performed using the obtained image data, and a calibration curve was created and evaluated using complete cross-validation.The anthocyanin and quinone contents increased during the storage with weight loss.The accuracy of the quinone content calibration curve using hyperspectral imaging was high (R 2 = 0.78), suggesting it may be used to measure quinone content during storage nondestructively.

Engineering in Agriculture Environment and FoodVol. 18(1)
Nihon University (JP), Ibaraki University (JP)
Mishima Kaiun Memorial Foundation
Zero hunger
Openalex Percentile: Top 85%
Spectroscopy and Chemometric Analyses
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Hyperspectral imaging for estimating substances related to enzymatic browning of strawberry fruits — Yuya Mochizuki, Eiichi Inoue, et al. · Engineering in Agriculture Environment and Food (2025) | TGRS Research Map | TGRS