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Detection of the adulteration of extra virgin olive oil by near-infrared spectroscopy and chemometric techniques
被引:59
作者:
Vanstone, Nick
[1
,2
]
Moore, Andrew
[2
]
Martos, Perry
[2
]
Neethirajan, Suresh
[1
]
机构:
[1] Univ Guelph, Sch Engn, BioNano Lab, 50 Stone Rd East, Guelph, ON N1G 2W1, Canada
[2] Univ Guelph, Lab Serv Div, Agr & Food Lab, 95 Stone Rd West, Guelph, ON N1G 2Z4, Canada
基金:
加拿大自然科学与工程研究理事会;
关键词:
olive oil adulteration;
spectroscopy;
chemometrics;
NIR;
principal component analysis;
GAS-CHROMATOGRAPHY;
QUANTIFICATION;
D O I:
10.1093/fqsafe/fyy018
中图分类号:
TS2 [食品工业];
学科分类号:
0832 ;
摘要:
Introduction and Objectives: Due to the value of extra virgin olive oil (EVOO), adulteration has become an important issue in the industry, which has created demand for quick and inexpensive fraud detection testing. In contrast to many current food fraud detection methods, near-infrared spectroscopy (NIRS) can be inexpensive and convenient by minimizing sample preparation and measurement times. In this study, we developed a method using NIRS and chemometrics to detect adulteration of EVOO with other edible oil types that does not require sample preparation and can be completed in less than 10 min. Methods, Results, and Discussions: First, a single EVOO was adulterated with corn oil from 2.7% to 25% w/w. Spectra for the unadulterated sample and its adulterated counterparts were measured. A principal component analysis (PCA) scores plot showed separation between the adulterated mixtures and the unadulterated sample, which demonstrated that the developed method could detect as low as 2.7% w/w adulteration if an unadulterated sample of the oil in question is provided. To study adulteration detection without an unadulterated sample for reference, the spectra of unadulterated samples and samples adulterated with corn, sunflower, soybean, and canola oils were measured. A PCA with soft independent modelling of class analogy was used for adulteration detection. Lower limits of adulteration detection for corn, sunflower, soybean, and canola oils were found to be approximately 20%, 20%, 15%, and 10%, respectively. Conclusions: These results demonstrate that the developed method can be used to rapidly screen for adulterated olive oils.
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页码:189 / 198
页数:10
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