A chemometrics approach for distinguishing between beers using near infrared spectroscopy

Journal of Near Infrared Spectroscopy

Volumn 17, Issue 2, 2009, Pages 69-76

  Li, Hua ^a   Takahashi, Yutaka ^a   Kumagai, Masanori ^b   Fujiwara, Kazuhiko ^a   Kikuchi, Ryoei ^a   Yoshimura, Noboru ^a   Amano, Toshio ^c   Lin, Jinming ^d   Ogawa, Nobuaki ^a  

^a AKITA UNIVERSITY   (Japan)

^b Forestry and Fisheries Research Center   (Japan)

^c OPT Research Inc   (Japan)

^d TSINGHUA UNIVERSITY   (China)

Author keywords

Beer; Distinction; Multiple linear regression; Near infrared spectroscopy; Portable spectrometer; Principal component analysis

Indexed keywords

EID: 67650760819     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.830     Document Type: Article

References (14)

1. Y.Q. Cui, X.L. Dong and G.T. Zhou, The Technique of Brewing about Miniature Beer. Chemical Industry Press, Beijing, China (2008) [in Chinese).
2. D.L. Chen, Production Technique of Beer. Chemical Industry Press, Beijing, China (2005) (in Chinese).
3. G.S. Birth and K.H. Norris, "An instrument using light transmittance for nondestructive measurement of fruit maturity", Food Technol. 12, 592 (1958).
4. A.W. Brant, A.W. Otte and K.H. Norris, "Recommended standard for scoring and measuring opened egg quality", Food Technol. 5,356(1951).
5. A.G. Coventry and MJ. Hunston, "Application of near-infrared spectroscopy to analysis of beer samples", Cereal Food World 29, 715 (1984).
6. C.F. McGuire, "Near-infrared reflectance estimates of malt extract", Cereal Chem. 59, 510 (1982).
7. M. Maudou×, S.H. Yan and S. Collin, "Quantitative analysis of alcohol, real extract, original gravity, nitrogen and polyphenols in beers using NIR Spectroscopy", J. Near Infrared Spectrosc. 6, A 363 (1998).
8. F.A. Inon, R. Llario, S. Garrigues and M. Guardia, "Development of a PLS based method for the determination of the quality of beers by use of NIR: spectral ranges and sample introduction considerations", Anal. Bioanal. Chem. 382, 1549 (2005). doi: 10.1007/s00216-005-3343-9
9. H.W. Siesler, "Introduction", in Near-Infrared Spectroscopy: Principles, Instruments, Applications, Ed by H.W. Siesler, Y. Ozaki, S. Kawata, and H.M. Heise. Wiley-VCH Verlag, Weinheim, Germany, pp. 1-3 (2002).
10. D.A. Burns and E.W. Ciurczak, Handbook of Near-Infrared Analysis. Marcel Dekker, New York, USA (2001).
11. T. Sato, M. Kumagai, T. Amano and N. Ogawa, "Discrimination of Japanese sake using a portable near-infrared spectrometer and chemometrics", Bunseki Kagaku 52(9), 653 (2003) (in Japanese), doi: 10.2116/bun-sekikagaku.52.653
12. th Edn). American Society of Brewing Chemists, St Paul, MN, USA (1992).
13. M. Iwamoto, S. Kawano and J. Uozumi, Introduction to Near Infrared Spectroscopy. Saiwai Shobo, Tokyo, Japan (1994) (in Japanese).
14. H. Li, M. Kumagai, Y. Takahashi, T. Amano, K. Fujiwara, N. Yosimura and N. Ogawa, "Effect of color and shape on discrimination of plastic by a portable near-infrared spectrometer", J. Soc. Mater. Eng. Res. Jpn 17, 1 (2005) (in Japanese).