Analysis of milk by FT-Raman spectroscopy.

Fat, protein, carbohydrates and dry matter were quantified in commercial bovine milk samples, with the relative standard errors of prediction (RSEP) in the 3.4-6.1% range, using the partial least squares (PLS) method based on Raman spectra of liquid milk samples. Results of a better quality were obtained from a PLS model derived from IR spectra registered using single reflection ATR diamond accessory, which yielded RSEP values of 2.4-4.4%. The data indicated IR single reflection ATR spectroscopy and Raman spectroscopy in combination with multivariate modelling using the PLS method, allowed for the reliable, simultaneous quantitative determination of macronutrients in milk. The low signal to noise ratio of Raman spectra affects the quality of fat quantification especially for strongly defatted milk samples.

[1]  J. Sutherland,et al.  Milk and Milk Products : Technology Chemistry and Microbiology , 1994 .

[2]  M. Davies,et al.  The application of Fourier-transform Raman spectroscopy to the analysis of pharmaceuticals and biomaterials. , 1990, Journal of pharmaceutical and biomedical analysis.

[3]  S. Garrigues,et al.  Evaluation of nutritional parameters in infant formulas and powdered milk by Raman spectroscopy. , 2007, Analytica chimica acta.

[4]  A. Materny,et al.  Direct Determination of Unsaturation Level of Milk Fat Using Raman Spectroscopy , 2012, Applied spectroscopy.

[5]  B De Baets,et al.  Towards combinatorial spectroscopy: the case of minor milk fatty acids determination. , 2013, Talanta.

[6]  Jianwei Qin,et al.  Simultaneous detection of multiple adulterants in dry milk using macro-scale Raman chemical imaging. , 2013, Food chemistry.

[7]  R. Szostak,et al.  Quantitative determination of acetylsalicylic acid and acetaminophen in tablets by FT-Raman spectroscopy. , 2002, The Analyst.

[8]  Robert G. Jensen,et al.  Handbook of milk composition , 1995 .

[9]  P. Dardenne,et al.  Estimating fatty acid content in cow milk using mid-infrared spectrometry. , 2006, Journal of dairy science.

[10]  D. Biggs Milk Analysis with the Infrared Milk Analyzer , 1967 .

[11]  Jinghang Wu,et al.  Screening melamine adulterant in milk powder with laser Raman spectrometry , 2010 .

[12]  Keith C. Gordon,et al.  Raman spectroscopic quantification of milk powder constituents. , 2010, Analytica chimica acta.

[13]  Osamu Suzuki,et al.  Rapid nondestructive screening for melamine in dried milk by Raman spectroscopy , 2009, Forensic Toxicology.

[14]  Simple transformation of spectra to effectively reduce quantification errors in FT-Raman multivariate analysis of complex systems , 2009 .

[15]  S. Engelsen,et al.  Vibrational microspectroscopy of food. Raman vs. FT-IR , 2003 .

[16]  E. Li-Chan,et al.  The applications of Raman spectroscopy in food science , 1996 .

[17]  R Tsenkova,et al.  Near infrared spectroscopy for biomonitoring: cow milk composition measurement in a spectral region from 1,100 to 2,400 nanometers. , 2000, Journal of animal science.

[18]  Richard Kramer,et al.  Chemometric Techniques For Quantitative Analysis , 1998 .

[19]  J. Lammertyn,et al.  Visible and near-infrared spectroscopic analysis of raw milk for cow health monitoring: reflectance or transmittance? , 2011, Journal of dairy science.

[20]  S. Garrigues,et al.  Nutritional parameters of commercially available milk samples by FTIR and chemometric techniques , 2004 .

[21]  E. Hartung,et al.  Accuracy of in-line milk composition analysis with diffuse reflectance near-infrared spectroscopy. , 2012, Journal of dairy science.

[22]  Hsiu-Ling Chen,et al.  A simple and direct isolation of whey components from raw milk by gel filtration chromatography and structural characterization by Fourier transform Raman spectroscopy. , 2006, Talanta.

[23]  Rodrigo Stephani,et al.  Fourier-transform Raman analysis of milk powder: a potential method for rapid quality screening , 2011 .