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首页> 外文期刊>Journal of spectroscopy >Detection of Adulterated Honey by Fluorescence Excitation-Emission Matrices
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Detection of Adulterated Honey by Fluorescence Excitation-Emission Matrices

机译:荧光激发-发射矩阵法检测掺假蜂蜜

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Honey is a frequent target of adulteration through inappropriate production practices and origin mislabelling. Current methods for the detection of adulterated honey are time and labor consuming, require highly skilled personnel, and lengthy sample preparation. Fluorescence spectroscopy overcomes such drawbacks, as it is fast and noncontact and requires minimal sample preparation. In this paper, the application of fluorescence spectroscopy coupled with statistical tools for the detection of adulterated honey is demonstrated. For this purpose, fluorescence excitation-emission matrices were measured for 99 samples of different types of natural honey and 15 adulterated honey samples (in 3 technical replicas for each sample). Statistical t-test showed that significant differences between fluorescence of natural and adulterated honey samples exist in 5 spectral regions (1) excitation 240–265 nm, emission 370–495 nm; (2) excitation 280–320 nm, emission 390–470 nm; (3) excitation 260–285 nm, emission 320–370 nm; (4) excitation 310–360 nm, emission 370–470 nm; and (5) excitation 375–435 nm, emission 440–520 nm, in which majority of fluorescence comes from the aromatic amino acids, phenolic compounds, and fluorescent Maillard reaction products. Principal component analysis confirmed these findings and showed that 90% of variance in fluorescence is accumulated in the first two principal components, which can be used for the discrimination of fake honey samples. The classification of honey from fluorescence data is demonstrated with a linear discriminant analysis (LDA). When subjected to LDA, total fluorescence intensities of selected spectral regions provided classification of honey (natural or adulterated) with 100% accuracy. In addition, it is demonstrated that intensities of honey emissions in each of these spectral regions may serve as criteria for the discrimination between natural and fake honey.
机译:蜂蜜是不适当的生产做法和产地标签错误的常见掺假目标。当前用于检测掺假蜂蜜的方法是费时且费力的,需要高技能的人员并且冗长的样品制备。荧光光谱法克服了这些缺点,因为它是快速且非接触的,并且需要最少的样品制备。本文证明了荧光光谱结合统计工具在检测掺假蜂蜜中的应用。为此,测量了99种不同类型的天然蜂蜜样品和15个掺假蜂蜜样品的荧光激发发射矩阵(每个样品3个技术复制品)。统计t检验表明,天然蜂蜜和掺假蜂蜜样品的荧光在5个光谱区域中存在显着差异(1)激发240-265 nm,发射370-495 nm; (2)激发280-320 nm,发射390-470 nm; (3)激发260-285–nm,发射320-370 nm; (4)激发310-360 nm,发射370-470 nm; (5)激发375-435 nm,发射440-520 nm,其中大部分荧光来自芳香族氨基酸,酚类化合物和荧光美拉德反应产物。主成分分析证实了这些发现,并表明前两个主成分中累积了90%的荧光变化,可用于区分假蜂蜜样品。用线性判别分析(LDA)证明了蜂蜜从荧光数据中的分类。接受LDA时,选定光谱区域的总荧光强度可对蜂蜜(天然或掺假)进行分类,准确度为100%。另外,已经证明,在这些光谱区域中的每个光谱区域中的蜂蜜释放强度可以用作区分天然蜂蜜和假蜂蜜的标准。

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