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Detection of Apple Juice Adulteration Using Near-Infrared Transflectance Spectroscopy

机译:苹果汁掺假的近红外透射光谱检测

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摘要

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.
机译:使用近红外透射反射光谱法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中总共收集了150种来自19个不同品种的苹果样品。使用两种类型的掺假品制备浓度分别为10、20、30和40%w / w的掺假品:一种高果糖玉米糖浆(HFCS),其中果糖含量为45%,葡萄糖含量为55%,糖溶液(SUGARS)用60果糖%,25%葡萄糖和15%蔗糖(苹果汁中这些糖的平均含量)。结果表明,NIR分析可用于通过添加糖来预测苹果汁的掺假,HFCS掺假样品的检出限为9.5%,SUGARS掺假样品的检出限为18.5%,混合样品(HFCS + SUGARS)的检出限为17%掺杂物。判别偏最小二乘(PLS)回归可以检测纯正的苹果汁,准确度为86-100%,掺假苹果汁的准确度为91-100%,具体取决于所考虑的掺假类型和掺假水平。尽管需要进一步的工作来证明模型的鲁棒性,但是该方法可以为检测这种类型的苹果汁掺假提供快速的筛选技术。

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