Abstract
This paper reports the utilization of short-wave near-infrared (SW-NIR) transmission spectroscopy for rapid and conclusive analysis of alcoholic content (% v/v) in beverages. This spectral region is interesting because common visible diode array spectrometers can be utilized, reducing time and costs in comparison with traditional near-infrared or mid-infrared instruments. A correction of external temperature influence is necessary, and for this purposes two calibration transfer procedures were compared: piecewise direct standardization (PDS) and orthogonal signal correction (OSC). The RMSEP found for the alcoholic content model at 20 °C was 0.13% v/v and, after application of transfer calibration procedures at other temperatures (15, 25, 30 and 35 °C) using the model built at 20 °C, errors of the same order of magnitude were obtained.
Similar content being viewed by others
References
AOAC (1997) Official methods of analysis of AOAC international 950.04, 16th edn. AOAC International, Gaithersburg
AOAC (1997) Official methods of analysis of AOAC international 942.06, 16th edn. AOAC International, Gaithersburg
Amerine MA, Cruess WV (1983) The technology of wine making. AVI, West Point
Santos SRB, de Araujo MCU, Barbosa RA (2002) Analyst 127:324–327
Yarita T, Nakajima R, Otsuka S, Ihara T, Takatsu A, Shibukawa M (2002) J Chromatogr A 976:387–391
Shreyer SK, Mikkelsen SR (2000) Sens Actuators B 71:147–153
Van den Berg FWJ, Van Osenbruggen WA, Smilde AK (1997) Proc Contr Qual 9:51–57
Saranwong S, Sornsrivichai J, Kawano S (2001) J Near-infrared Spectrosc 9:287–295
Solberg C, Fredriksen G (2001) J Near-infrared Spectrosc 9:221–228
Guthrie J, Wedding B, Walsh K (1998) J Near-infrared Spectrosc 6:259–265
LitaniBarzilai I, Sela I, Bulatov V, Zilberman I, Schechter I (1997) Anal Chim Acta 339:193–199
Carlini P, Massantini R, Mencarelli F (2000) J Agric Food Chem 48:5236–5242
Venel C, Mullen AM, Downey G, Troy DJ (2001) J Near-infrared Spectrosc 9:185–198
Kelly JJ, Barlow CH, Jinguji TM, Callis JB (1989) Anal Chem 61:313–320
Phelan MK, Barlow CH, Kelly JJ, Jinguji TM, Callis JB (1989) Anal Chem 61:1419–1424
Mayes DM, Callis JB (1989) Appl Spectrosc 43:27–32
Martens H, Naes T (1989) Multivariate calibration. Wiley, New York
Geladi P, Kowalski BR (1986) Anal Chim Acta 185:1–17
Verbeke J (1998) Handbook of chemometrics and qualimetrics: part B. Elsevier, Amsterdam
Wulfert F, Kok WT, Smilde AK (1998) Anal Chem 70:1761–1767
Wulfert F, Kok WT, de Noord OE, Smilde AK (2000) Anal Chem 72:1639–1644
Libnau FO, Kvalheim OM, Christy AA, Toft J (1994) Vib Spectrosc 7:243–254
Paquette J, Jolicoeur C (1977) J Solution Chem 6:403–428
Czarnecki MA, Maeda H, Ozaki Y, Suzuki M, Iwahashi M (1998) J Phys Chem 102:9117–9123
Czarnecki MA, Maeda H, Ozaki Y, Suzuki M, Iwahashi M (1998) Appl Spectrosc 52:994–1000
Maeda H, Wang Y, Ozaki Y, Suzuki M, Czarnecki MA, Iwahashi M (1999) Chemom Intell Lab Systems 45:121–130
Bouveresse E, Massart DL (1996) Vib Spectrosc 11:3–15
de Noord OE (1994) Chemom Intell Lab Systems 25:85–97
Fearn T (2001) J Near-infrared Spectrosc 9:229–244
Feudale RN, Woody NA, Tan H, Myles AJ, Brown SD, Ferré J (2002) Chemom Intell Lab Systems 64:181–192
Swierienga H, Wulfert F, de Noord OE, Weijer AP, Smilde AK, Buydens LMC (2000) Anal Chim Acta 411:121–135
Wold S, Kullberg H, Josefson M, Svensson O, Sjoblom J (1998) Chemom Intell Lab Systems 44:229–244
Brazilian Ministery of Agriculture (2002) Decree number 4072
Wise BM, Gallagher NB (1995) PLS Toolbox for use with Matlab version 2.1. Eigenvector Technologies, Manson
Savitzky A, Golay MJE (1964) Anal Chem 36:1627–1639
Kennard RW, Stone LA (1969) Technometrics 11:137–148
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Barboza, F.D., Poppi, R.J. Determination of alcohol content in beverages using short-wave near-infrared spectroscopy and temperature correction by transfer calibration procedures. Anal Bioanal Chem 377, 695–701 (2003). https://doi.org/10.1007/s00216-003-2128-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00216-003-2128-2