Use of Fourier transform infrared spectroscopy and partial least squares regression for the detection of adulteration of strawberry purees

被引:0
|
作者
Holland, JK [1 ]
Kemsley, EK [1 ]
Wilson, RH [1 ]
机构
[1] Inst Food Res, Norwich Lab, Norwich NR4 7UA, Norfolk, England
关键词
infrared; spectroscopy; fruit; purees; adulteration; partial least squares regression;
D O I
10.1002/(SICI)1097-0010(199802)76:2<263::AID-JSFA943>3.0.CO;2-F
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Fourier transform infrared (FT-IR) spectroscopy and chemometrics have been combined to detect adulteration in strawberry purees. The mid-IR spectra of 983 fruit purees were used as the data for a partial least squares regression on to a binary dummy variable, that represents two sample types, strawberry or non-strawberry. Three hundred and seventy of the spectra were used as an independent test set, of which 94.3% were correctly assigned by the model. Strawberry purees mixed with certain adulterants were included in the database to demonstrate that the detection of these adulterants was possible using this technique. The potential long-term stability of the model, developed with 1993 and 1994 fruit, was illustrated by analysing the spectra of fruit harvested in 1995, of which 96.6% were correctly assigned. A 'blind test' of the model was carried out with a set of 23 fruit puree samples prepared by an industrial collaborator. Twenty two of these samples were classified in accordance with the description of the samples provided by the company. (C) 1998 SCI.
引用
收藏
页码:263 / 269
页数:7
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