Application of Common Components Analysis to Mid-Infrared Spectra for the Authentication of Lebanese Honey

IF 1.7 4区 化学 Q4 BIOCHEMICAL RESEARCH METHODS
Rita El Hajj, Wadih Skaff, Nathalie Estephan
{"title":"Application of Common Components Analysis to Mid-Infrared Spectra for the Authentication of Lebanese Honey","authors":"Rita El Hajj, Wadih Skaff, Nathalie Estephan","doi":"10.1155/2024/3370665","DOIUrl":null,"url":null,"abstract":"Honey is considered as a premium food produced by honeybees. It is highly appreciated by consumers around the world and raises a major concern nowadays which is ensuring its authenticity in respect to its production and its botanical origin. In Lebanon, honey is mainly multifloral which makes its authentication rather difficult. While mid-infrared (MIR) spectroscopy combined with multivariate analysis has proven to be successful in authenticating unifloral honey, the challenge with Lebanese honey lies in assessing its performance with multifloral honey. Therefore, this work aims to test the performance of common components analysis (CCA) applied on mid-infrared spectra in the authentication of multifloral Lebanese honey. For this purpose, 96 multifloral Lebanese honey samples of different floral sources were collected from different regions of the Lebanese territory and analyzed using MIR spectroscopy. CCA applied to the spectral data, allowed a separation between honeydew honey samples and floral honey samples. In addition, honey samples collected from the Bekaa plain region were differentiated from the other honey samples collected from all the other Lebanese geographical regions. This discrimination between the groups of honey samples is based essentially on their sugar composition.","PeriodicalId":17079,"journal":{"name":"Journal of Spectroscopy","volume":"24 1","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Spectroscopy","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1155/2024/3370665","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0

Abstract

Honey is considered as a premium food produced by honeybees. It is highly appreciated by consumers around the world and raises a major concern nowadays which is ensuring its authenticity in respect to its production and its botanical origin. In Lebanon, honey is mainly multifloral which makes its authentication rather difficult. While mid-infrared (MIR) spectroscopy combined with multivariate analysis has proven to be successful in authenticating unifloral honey, the challenge with Lebanese honey lies in assessing its performance with multifloral honey. Therefore, this work aims to test the performance of common components analysis (CCA) applied on mid-infrared spectra in the authentication of multifloral Lebanese honey. For this purpose, 96 multifloral Lebanese honey samples of different floral sources were collected from different regions of the Lebanese territory and analyzed using MIR spectroscopy. CCA applied to the spectral data, allowed a separation between honeydew honey samples and floral honey samples. In addition, honey samples collected from the Bekaa plain region were differentiated from the other honey samples collected from all the other Lebanese geographical regions. This discrimination between the groups of honey samples is based essentially on their sugar composition.
在中红外光谱中应用共同成分分析法鉴定黎巴嫩蜂蜜的真伪
蜂蜜被认为是蜜蜂生产的优质食品。它受到世界各地消费者的高度赞赏,并引起了当今人们的主要关注,即确保其生产和植物来源的真实性。在黎巴嫩,蜂蜜主要是多花蜂蜜,这就给蜂蜜的鉴定带来了很大困难。事实证明,中红外(MIR)光谱与多元分析相结合可成功鉴定单花蜜,但黎巴嫩蜂蜜面临的挑战在于评估其在多花蜜方面的性能。因此,这项工作的目的是测试在中红外光谱上应用常见成分分析法(CCA)鉴定黎巴嫩多花蜂蜜的性能。为此,我们从黎巴嫩不同地区采集了 96 个不同花源的黎巴嫩多花蜂蜜样品,并使用中红外光谱进行了分析。将 CCA 应用于光谱数据,可以将蜜露蜂蜜样本和花蜜样本区分开来。此外,从贝卡平原地区采集的蜂蜜样品也与从黎巴嫩其他地区采集的蜂蜜样品区分开来。各组蜂蜜样品之间的区分主要基于其糖分组成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Spectroscopy
Journal of Spectroscopy BIOCHEMICAL RESEARCH METHODS-SPECTROSCOPY
CiteScore
3.00
自引率
0.00%
发文量
37
审稿时长
15 weeks
期刊介绍: Journal of Spectroscopy (formerly titled Spectroscopy: An International Journal) is a peer-reviewed, open access journal that publishes original research articles as well as review articles in all areas of spectroscopy.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信