A new germinative classification model of barley for prediction of malt quality amplified by a near infrared transmission spectroscopy calibration for vigour "on line" both implemented by multivariate data analysis

Journal of the Institute of Brewing

Volumn 110, Issue 1, 2004, Pages 3-17

  Munck, Lars ^a   Møller, Birthe ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

Germinative classification; Malt quality; Malting barley; Near infrared transmission spectroscopy; Seed viability; Seed vigour

Indexed keywords

COMPOSITION; GROWTH KINETICS; HIERARCHICAL SYSTEMS; IMAGE ANALYSIS; INFRARED SPECTROSCOPY; LEAST SQUARES APPROXIMATIONS; SYNTHESIS (CHEMICAL);

GERMINATIVE CLASSIFICATION; MALT QUALITY; MALTING BARLEY; NEAR INFRARED TRANSMISSION SPECTROSCOPY; SEED VIABILITY; SEED VIGOUR;

GRAIN (AGRICULTURAL PRODUCT);

HORDEUM VULGARE SUBSP. VULGARE; PHTHIRAPTERA;

EID: 2542557543     PISSN: 00469750     EISSN: None     Source Type: Journal    
DOI: 10.1002/j.2050-0416.2004.tb00176.x     Document Type: Article

References (44)

1. Aastrup, S., Riis, P. and Hansen, J.R, High vigour - the basis for high malting barley quality. Proceedings of the European Brewing Convention Congress, Zurich, IRL Press: Oxford, 1989, 171-178.
2. Aastrup, S., Malt quality control. Ferment, 1995, 8(3), 187-195.
3. Anonymous, European Brewery Convention: Analytica-EBC. Fachverlag Hans Carl:Nürnberg, 1998.
4. Anonymous. Seed vigour testing handbook. Contribution no. 32. The handbook of seed testing. The Association of Official Seed Analysts, USA, 1983, p. 93.
5. Briggs, D.E., Some aspects of barley grain physiology. In: Malting and Brewing Science, Briggs, D.E., Hough, J.S., Stevens, R. and Young, T.W, (Eds.), Chapman and Hall: London Vol. 1, 1995, pp. 39-57.
6. Ellis, D.H. and Roberts, E.H., The influence of temperature and moisture on seed viability period in barley (Hordeum viaticum L.). Annals of Botany, 1980, 45, 31-37.
7. Ellis, D.H. and Roberts, E.H., The quantification of ageing and survival in orthodox seeds. Seed Science and Technology, 1981, 9, 373-409.
8. Favier, J.F., A model for germination during dormancy loss in Hordeum vulgare. Annals of Botany, 1995, 76, 631-638.
9. Hampton, J.G. and Coolbear, P. Potential versus actual seed performance - can vigour testing provide an answer? Seed Science and Technology, 1990, 18, 215-228.
10. Heydecker, W., Vigour. In: Viability in seeds. E.H. Roberts, Ed., Chapman and Hall: London, 1972, 209-251.
11. Kleber, W., Kamm, G., Matsuyama, H. and Tsumura, Y., Grain size and germination energy of malting barley. Brauwelt, 1969, 109(17), 262-263.
12. Krzanowski, W.R., Principles of Multivariate Analysis - A user's perspective. Oxford Statistical Science Series, 1988, 23, 586.
13. Krauss, G. and Djalali, M.A., Untersuchungen über Keim-energie und Wasserempfindlichkeit der Braugerste (Investigations into germinating energy and water sensitivity of brewing barley). Brauwelt, 1969, 22(9), 248-253.
14. Larsen, J., Targets for tailored breeding. In: Symposium on Malting Technology, Andernach, European Brewing Convention. Monograph, Fachverlag Hans Carl: Nürnberg, 1994, 152-164.
15. van Lonkhuijsen, H.J., Douma, A.C. and Angelino, S.A.G.F., Evalution of a malting barley quality assessment system, Journal of the American Society of Brewing Chemists, 1998, 56(1), 7-11.
16. Lu, M.Q., O'Brien, L. and Stuart, I.M., Barley malting quality and yield interrelationships and the effect on yield distribution of selection for malting barley quality in early generations, Australian Journal of Agricultural Research, 2000, 51, 247-258.
17. Martens, H. and Næs, T., Multivariate Calibration, Wiley: New York, 1989.
18. Martens, H. and Martens, M., Modified Jack-knife estimation of parameters uncertainty in bilinear modelling by partial least squares regression (PLSR). Food Quality and Preference, 2000, 11, 5-16.
19. McCafferty, K.A. and Bryce, J.H., Improvements in the characterisation and quality of vigour in malting barley. Seed Science and Technology, 1999, 27, 633-644.
20. Meurens, M. and He Yan, S., Applications of vibrational spectroscopy in brewing. In: Handbook of Vibrational Spectroscopy. J.M. Chalmers, and P.R. Griffiths, Eds., John Wiley & Sons: Chichester, UK, 2002, 5, pp. 3663-3671.
21. Molina-Cano, J.L., The EBC and malt committee index for the evaluation of malting quality in barley and its use in breeding. Plant Breeding, 1987, 98, 249-256.
22. Møller, B., Near infrared transmission spectra of barley of malting grade represent a physical-chemical fingerprint of the sample which is able to predict germinative vigour in a multivariate data evaluation model. Journal Institute of Brewing, 2004, 110(1), 18-33.
23. Møller, B. and Munck, L., Seed vigour in relation to heat resistance in barley evaluated by multivariate data analysis. Journal of the Institute of Brewing, 2002, 108(3), 286-293.
24. Møller, B., Molina-Cano, J.L. and Munck, L., Variation in malting quality and heat resistance in the malting barley variety "Alexis". Journal of the Institute of Brewing, 2002, 108(3), 294-302.
25. Monnez, J.M., An approach to the estimation of brewing quality in barley and malt. Journal of the Institute of Brewing, 1987, 93, 477-486.
26. Munck, L., Detecting diversity - a new holistic, exploratory approach bridging phenotype and genotype. In: Diversity in Barley (Hordeum vulgare), R. Von Bothmer, T. Van Hinton and H. Knupffer Eds., Elsevier Science: Amsterdam, 2003, chapter 11, pp. 227-245.
27. Munck, L., Quality criteria in the production chain from malting barley to beer. Ferment, 1991, 4, 235-241.
28. Munck, L., Aspects on the regulation of dormancy and vitality in barley seeds and the possible relation between vitality and antimicrobial proteins. In: European Brewing Convention monograph XV, Symposium on Plant Biotechnology, Helsinki, Fach-verlag Hans Carl: Nürnberg, 1989, pp. 199-129.
29. Munck, L., Fluorescence analysis of foods, L. Munck, Ed., Longmans Scientific: London, 1989.
30. Munck, L., Jørgensen, K.G., Ruud-Hansen, J. and Hansen, K.T., The EBC methods for determination of high molecular weight β-glucan in barley, malt, wort and beer. Monatsschrift für Brauwissenschaft, 1989, 4, 162-166.
31. Nielsen, J.P., Bro, R., Larsen, J. and Munck, L., Application of fuzzy logic and near infrared spectroscopy for malt quality evaluation. Journal of the Institute of Brewing, 2002, 108(4), 444-451.
32. Nielsen, J.P and Munck, L., Exploring malting barley data using chemometrics. In: 8th Int. Barley Gen. Symp., Adelaide, Australia, S. Logue, Ed., Department of Plant Science, Adelaide University, Adelaide, South Australia, 2000, pp. 258-261.
33. Nielsen, J.P. and Munck, L., Prediction of malt quality on whole grain and ground malt using near infrared spectroscopy and chemometrics. In: Near Infrared Spectroscopy: Proc. of the 9th Int. Conf. Davies, A.M.C. and Giangiacomo, R. Eds., NIR Publications: Chichester, UK, 2000, 713.
34. Nielsen, J.P., Pedersen, D.K. and Munck, L., Development of non-destructive screening methods for single seed characterisation of wheat. Journal of Cereal Chemistry, 2003, 80(3), 274-280.
35. Nielsen, J.P. and Munck, L., Evaluation of malting barley quality using explorative data analysis. I. Extraction of information from micro-malting data of spring and winter barley. Journal of Cereal Science, 2003, 38, 173-180.
36. Nielsen, J.P., Evaluation of malting barley quality using explorative data analysis. II. The use of kernel hardness and image analysis as screening methods. Journal of Cereal Science, 2003, 38, 247-255.
37. Recheneder, E. and Narziss, L., Comparison of methods for determining germinative energy. Brauwelt International, 1989, 4, 338, 345-346, 348-349.
38. Riis, P. and Bang-Olsen, K., Breeding high vigour barley - a short cut to fast mailings, Proceedings of the European Brewery Convention Congress, Lisbon, IRL Press: Oxford, 1991, 101-108.
39. Riis, P., Meiling, E. and Peetz, J., Determination of germinative percentage and germination index - collaborative trial and ruggedness testing, Journal of the Institute of Brewing, 1995, 101(3), 171-175.
40. Swanston, J.S. and Taylor, K., The effects of different steeping regimes on water uptake, germination rate, milling energy and hot water extract. Journal of the Institute of Brewing, 1990, 96(1), 3-6.
41. Ulonska, E. and Baunder, B., Investigation of the value of water uptake and germination for the estimation of malting quality in Barley. In: Proc. 3d International Barley Genetics Symposium, Verlag Karl Thiemig: Munich, Germany, H. Gaul, Ed., 1975, pp. 579-593.
42. Watkins, S.M., Hammock, B.D., Newman, J.W. and German, J.B., Individual metabolism should guide agriculture towards foods for improved health and nutrition. American Journal of Clinical Nutrition, 2001, 74, 283-286.
43. Woods, J.L. Favier, J.F. and Briggs, D.E., Predicting the germinative energy of dormant malting barley during storage. Journal of the Institute of Brewing, 1994, 100, 257-269
44. www.models.kvl.dk. Chemometric and Spectroscopy group, Food Technology, Department of Dairy and Food Science, Royal Veterinary and Agricultural University, Denmark, website for information on chemometrics and spectroscopy.