Development of Facile Quantitative Evaluation Method for Citrus Peel Aroma Using Electronic Nose

IF 0.4 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Yoshitomi Kudo, Hiroko Hamada, Keisuke Nonaka, Ayami Hisanaga, Kouki Fujioka
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引用次数: 0

Abstract

The citrus aroma, which affects the consumer's preference, is an important parameter for breeding. However, the quantitative evaluation of citrus aroma was difficult because the aroma accumulates in the oil glands of the peel. In this study, we improved the aroma evaluation method using a portable electronic nose and the odor-emitting device (OED) that we had invented previously. By standing after shaking the sample and OED, repeatability was improved, and it enabled the quantitative evaluation and comparison of aromas emitted from different citrus cultivars peel. Furthermore, nine parameters calculated from four sequential data were used for PCA and k-means clustering, and they show the classification of citrus aromas. As a result, Lisbon Lemon and Rinoka were clustered in Cluster 1; Encore, Yoshida Ponkan, and Sweet Orange were clustered in Cluster 2; and Ueno Wase and Miyagawa Wase were clustered in Cluster 3. Based on the result of clustering, decision tree analysis was conducted, and the factors contributing to the clustering of the aromas were shown. In this study, we have developed aroma evaluation methods consisting of e-nose, OED, and an algorithm optimized for aroma classification of citrus peels, and this result would contribute to accelerating breeding of valuable citrus cultivars.

柑桔果皮香气快速定量评价方法的建立
柑橘香气是柑橘育种的重要参数,影响着消费者对柑橘的偏好。然而,柑橘香气的定量评价是困难的,因为香气积累在果皮的油腺中。在本研究中,我们利用便携式电子鼻和我们之前发明的气味发射装置(OED)对香气评价方法进行了改进。通过摇样和OED静置,提高了可重复性,可以对不同柑橘品种果皮散发的香气进行定量评价和比较。利用4个序列数据计算的9个参数进行主成分分析和k-means聚类,得到柑橘香气的分类。因此,里斯本柠檬和里诺卡被聚集在第1组;Encore、Yoshida Ponkan和Sweet Orange被集中在Cluster 2中;上野湖和宫川湖聚集在聚类3。在聚类结果的基础上,进行决策树分析,得出影响香气聚类的因素。在本研究中,我们建立了由电子鼻、OED和柑橘果皮香气分类优化算法组成的香气评价方法,该结果将有助于加快柑橘有价值品种的选育。
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来源期刊
Electronics and Communications in Japan
Electronics and Communications in Japan 工程技术-工程:电子与电气
CiteScore
0.60
自引率
0.00%
发文量
45
审稿时长
6-12 weeks
期刊介绍: Electronics and Communications in Japan (ECJ) publishes papers translated from the Transactions of the Institute of Electrical Engineers of Japan 12 times per year as an official journal of the Institute of Electrical Engineers of Japan (IEEJ). ECJ aims to provide world-class researches in highly diverse and sophisticated areas of Electrical and Electronic Engineering as well as in related disciplines with emphasis on electronic circuits, controls and communications. ECJ focuses on the following fields: - Electronic theory and circuits, - Control theory, - Communications, - Cryptography, - Biomedical fields, - Surveillance, - Robotics, - Sensors and actuators, - Micromachines, - Image analysis and signal analysis, - New materials. For works related to the science, technology, and applications of electric power, please refer to the sister journal Electrical Engineering in Japan (EEJ).
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