Discrimination and classification of beet and cane inverts in honey by FT-Raman spectroscopy

被引:122
作者
Paradkar, MM [1 ]
Irudayaraj, J [1 ]
机构
[1] Penn State Univ, Dept Agr & Biol Engn, University Pk, PA 16802 USA
关键词
FT-Raman spectroscopy; adulteration; honey; sugars; chemometrics;
D O I
10.1016/S0308-8146(01)00292-8
中图分类号
O69 [应用化学];
学科分类号
081704 [应用化学];
摘要
As a natural product, honey has been prone to adulteration. Adulteration of honey by substituting with cheap invert sugars is a critical issue in the honey industry. Fourier Transform (FT) Raman Spectroscopy was used to detect adulterants such as cane and beet invert in honey. FT Ra man spectrum of adulterated samples were characterized and the region between 200 and 1600 cm(-1) (representing carbohydrates and amino acid fractions) was used for quantitative and discriminant analysis. Partial least squares, and principal component regression analysis were used for quantitative analysis while linear discriminant analysis and canonical variate analysis (CVA) were used for discriminant analysis. FT-Raman spectroscopy was efficient in predicting beet and cane invert adulterants (R-2>0.91) in all three floral types of honey considered. Classification of adulterants in honey using CVA gave a minimum classification accuracy of about 96%. (C) 2002 Published by Elsevier Science Ltd.
引用
收藏
页码:231 / 239
页数:9
相关论文
共 22 条
[1]
[Anonymous], 1994, RAMAN IR SPECTROSCOP
[2]
Aparicio R, 1998, OCL-OL CORPS GRAS LI, V5, P293
[3]
Detection of virgin olive oil adulteration by Fourier transform Raman spectroscopy [J].
Baeten, V ;
Meurens, M ;
Morales, MT ;
Aparicio, R .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 1996, 44 (08) :2225-2230
[4]
Beebe K.R., 1998, CHEMOMETRICS PRACTIC
[5]
A continuous spectrophotometric system for the discrimination/determination of monosaccharides and oligosaccharides in foods [J].
Cáceres, A ;
Cárdenas, S ;
Gallego, M ;
Valcárcel, M .
ANALYTICA CHIMICA ACTA, 2000, 404 (01) :121-129
[6]
APPLICATION OF FOURIER-TRANSFORM RAMAN-SPECTROSCOPY TO A RANGE OF COMPOUNDS OF PHARMACEUTICAL INTEREST [J].
CUTMORE, EA ;
SKETT, PW .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 1993, 49 (5-6) :809-818
[7]
Davies A.M.C., 1975, Journal apic Res, V14, P29
[8]
FOURIER-TRANSFORM RAMAN STUDIES OF MATERIALS AND COMPOUNDS OF BIOLOGICAL IMPORTANCE [J].
GORAL, J ;
ZICHY, V .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 1990, 46 (02) :253-275
[9]
PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .1. RELATION TO OTHER QUANTITATIVE CALIBRATION METHODS AND THE EXTRACTION OF QUALITATIVE INFORMATION [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1193-1202
[10]
Quantitative analysis of vitamin A using Fourier transform Raman spectroscopy [J].
Hancewicz, TM ;
Petty, C .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 1995, 51 (12) :2193-2198