Classification of Honey According to Geographical and Botanical Origins and Detection of Its Adulteration Using Voltammetric Electronic Tongue

被引:71
作者
Bougrini, Madiha [1 ,2 ]
Tahri, Khalid [1 ,2 ]
Saidi, Tarik [1 ,2 ]
El Hassani, Nadia El Alami [1 ,2 ]
Bouchikhi, Benachir [1 ]
El Bari, Nezha [2 ]
机构
[1] Moulay Ismail Univ, Sensor Elect & Instrumentat Grp, Dept Phys, Fac Sci, BP 11201, Zitoune 50003, Meknes, Morocco
[2] Moulay Ismail Univ, Biotechnol Agroalimentary & Biomed Anal Grp, Dept Biol, Fac Sci, BP 11201, Zitoune, Meknes, Morocco
关键词
Voltammetric electronic tongue; Pattern recognition techniques; Discrimination of honey; Geographical/botanical origins; Adulteration; LIQUID-CHROMATOGRAPHY; MONOFLORAL HONEYS; BASIC PRINCIPLES; DISCRIMINATION; IDENTIFICATION; COMBINATION; SAMPLES; NOSE;
D O I
10.1007/s12161-015-0393-2
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Main possible honey fraud is the addition of various sugar syrups. But, there are also other types of fraud, such as deception on the geographical and/or botanical origin product. Providing a product of the hive with full authenticity is therefore crucial for the preservation of beekeeping. In this pursuit, voltammetric electronic tongue (VE-tongue) was employed to classify honey samples from different geographical and botanical origins. Furthermore, VE-tongue was used to detect adulterants such as glucose syrup (GS) and saccharose syrup (SS) in honey. The data obtained were analyzed by three-pattern recognition techniques: principal component analysis (PCA), support vector machines (SVMs), and hierarchical cluster analysis (HCA). These methods enabled the classification of 18 honeys of different geographical origins and 7 honeys of different botanical origins. Excellent results were obtained also in the detection of adulterated honey. Therefore, this simple method based on VE-tongue could be useful in the honey packaging and commercialization industry.
引用
收藏
页码:2161 / 2173
页数:13
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