Classification of simple and complex sugar adulterants in honey by mid-infrared spectroscopy

被引:48
作者
Sivakesava, S [1 ]
Irudayaraj, J [1 ]
机构
[1] Penn State Univ, Dept Agr & Biol Engn, University Pk, PA 16802 USA
关键词
beet invert sugar; cane invert sugar; Fourier transform infrared spectroscopy; linear discriminant analysis;
D O I
10.1046/j.1365-2621.2002.00573.x
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Adulteration of honey with sugars is the most crucial quality assurance concern to the honey industry. The application of Fourier transform infrared spectroscopy as a screening tool for the determination of the type of sugar adulterant in honey was investigated. Spectra of honey adulterated with simple and complex sugars were recorded in the mid-infrared range using the attenuated total reflectance accessory of a Fourier transform infrared spectrometer. Adulterants considered were sugars (glucose, fructose and sucrose) and invert sugars (cane invert and beet invert). Predictive models were developed to classify the adulterated honey samples using discriminant analysis. Spectral data were compressed using principal component analysis and partial least-square methods. Linear discriminant analysis was used to discriminate the type of adulterant in three different honey varieties. An optimum classification of 100% was achieved for honey samples adulterated with glucose, fructose, sucrose and beet and cane invert sugars. Results demonstrated that discriminant analysis of the spectra of adulterated honey samples could be used for rapid detection of adulteration in honey.
引用
收藏
页码:351 / 360
页数:10
相关论文
共 37 条
[31]   Epidermal in vivo and in vitro studies by attenuated total reflection mid-infrared spectroscopy using flexible silver halide fibre-probes [J].
Heise, HM ;
Küpper, L ;
Pittermann, W ;
Stücker, M .
JOURNAL OF MOLECULAR STRUCTURE, 2003, 651 :127-132
[32]   Optimisation of the quantification of total soluble solids, pH and titratable acidity in South African grape must using Fourier transform mid-infrared spectroscopy [J].
Swanepoel, M. ;
du Toit, M. ;
Nieuwoudt, H. H. .
SOUTH AFRICAN JOURNAL OF ENOLOGY AND VITICULTURE, 2007, 28 (02) :140-149
[33]   Determination of C22:5 and C22:6 marine fatty acids in pork fat with Fourier transform mid-infrared spectroscopy [J].
Flåtten, A ;
Bryhni, EA ;
Kohler, A ;
Egelandsdal, B ;
Isaksson, T .
MEAT SCIENCE, 2005, 69 (03) :433-440
[34]   Characterization of Silver Halide Fiber Optics and Hollow Silica Waveguides for Use in the Construction of a Mid-Infrared Attenuated Total Reflection Fourier Transform Infrared (ATR FT-IR) Spectroscopy Probe [J].
Damin, Craig A. ;
Sommer, Andre J. .
APPLIED SPECTROSCOPY, 2013, 67 (11) :1252-1263
[35]   Mid-Infrared Spectroscopy Analysis of the Effects of Erbium, Chromium:Yattrium-Scandium-Gallium-Garnet (Er,Cr:YSGG) Laser Irradiation on Bone Mineral and Organic Components [J].
Benetti, Carolina ;
Ana, Patricia Aparecida ;
Bachmann, Luciano ;
Zezell, Denise Maria .
APPLIED SPECTROSCOPY, 2015, 69 (12) :1496-1504
[36]   Fourier transform near- and mid-infrared spectroscopy can distinguish between the commercially important Pelargonium sidoides and its close taxonomic ally P. reniforme [J].
Maree, J. E. ;
Viljoen, A. M. .
VIBRATIONAL SPECTROSCOPY, 2011, 55 (02) :146-152
[37]   Simple in Situ Monitoring of a Complex Catalytic Reaction Network at High Pressure by Attenuated Total Reflection Fourier Transform Infrared Spectroscopy [J].
Andanson, Jean-Michel ;
Jutz, Fabian ;
Baiker, Alfons .
APPLIED SPECTROSCOPY, 2010, 64 (03) :286-292