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利用近红外漫反射光谱法检测苹果汁掺假

Detection of apple juice adulteration using near-infrared transflectance spectroscopy.

作者信息

León Lorenzo, Kelly J Daniel, Downey Gerard

机构信息

Teagasc, The National Food Centre, Ashtown, Dublin 15, Ireland.

出版信息

Appl Spectrosc. 2005 May;59(5):593-9. doi: 10.1366/0003702053945921.

Abstract

Near-infrared transflectance spectroscopy was used to detect adulteration of apple juice samples. A total of 150 apple samples from 19 different varieties were collected in two consecutive years from orchards throughout the main cultivation areas in Ireland. Adulterant samples at 10, 20, 30, and 40% w/w were prepared using two types of adulterants: a high fructose corn syrup (HFCS) with 45% fructose and 55% glucose, and a sugars solution (SUGARS) made with 60% fructose, 25% glucose, and 15% sucrose (the average content of these sugars in apple juice). The results show that NIR analysis can be used to predict adulteration of apple juices by added sugars with a detection limit of 9.5% for samples adulterated with HFCS, 18.5% for samples adulterated with SUGARS, and 17% for the combined (HFCS + SUGARS) adulterants. Discriminant partial least squares (PLS) regression can detect authentic apple juice with an accuracy of 86-100% and adulterant apple juice with an accuracy of 91-100% depending on the adulterant type and level of adulteration considered. This method could provide a rapid screening technique for the detection of this type of apple juice adulteration, although further work is required to demonstrate model robustness.

摘要

近红外漫反射光谱法用于检测苹果汁样品的掺假情况。连续两年从爱尔兰主要种植区的果园收集了来自19个不同品种的共150个苹果样品。使用两种掺假剂制备了重量比分别为10%、20%、30%和40%的掺假样品:一种是含有45%果糖和55%葡萄糖的高果糖玉米糖浆(HFCS),另一种是由60%果糖、25%葡萄糖和15%蔗糖(这些糖在苹果汁中的平均含量)制成的糖溶液(SUGARS)。结果表明,近红外分析可用于预测添加糖对苹果汁的掺假情况,对于用HFCS掺假的样品,检测限为9.5%;对于用SUGARS掺假的样品,检测限为18.5%;对于混合(HFCS + SUGARS)掺假剂,检测限为17%。判别偏最小二乘(PLS)回归能够检测出纯正苹果汁,准确率为86 - 100%,对于掺假苹果汁,根据掺假剂类型和掺假水平的不同,准确率为91 - 100%。该方法可为检测此类苹果汁掺假提供一种快速筛选技术,不过还需要进一步开展工作以证明模型的稳健性。

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