Application of near infrared reflectance spectroscopy to a durum wheat breeding programme

作者: Mike Sissons , Brian Osborne , Shaylene Sissons

DOI: 10.1255/JNIRS.582

关键词: Whole grainsNear infrared reflectance spectroscopyMoistureAgronomyEnvironmental scienceCereal grainPlant breedingNear-infrared spectroscopyBlack pointCalibration

摘要: The breeding of new cereal grain varieties requires methods that are rapid and preferably non-destructive, to assess the quality in early generations. Near infrared (NIR) spectroscopy has great potential meet these requirements for durum wheat breeder. In this study, sample sets representing wheats from an Australian programme were used develop several NIR calibrations. Useful predictive calibrations scanning whole samples developed hectolitre weight, semolina yield, b* hardness, addition highly accurate protein moisture. It was not possible adequately predict dough properties black point percentage scanning. A useful calibration measure browning reaction, applicable generation screening, also developed. These have been extensively validated using large independent sets.

参考文章(8)
D. Wang, F. E. Dowell, R. Dempster, Determining vitreous subclasses of hard red spring wheat using visible/near-infrared spectroscopy Cereal Chemistry. ,vol. 79, pp. 418- 422 ,(2002) , 10.1094/CCHEM.2002.79.3.418
M. J. Sissons, B. G. Osborne, R. A. Hare, S. A. Sissons, R. Jackson, Application of the Single-Kernel Characterization System to Durum Wheat Testing and Quality Prediction Cereal Chemistry. ,vol. 77, pp. 4- 10 ,(2000) , 10.1094/CCHEM.2000.77.1.4
R. J. Barnes, M. S. Dhanoa, Susan J. Lister, Standard Normal Variate Transformation and De-trending of Near-Infrared Diffuse Reflectance Spectra Applied Spectroscopy. ,vol. 43, pp. 772- 777 ,(1989) , 10.1366/0003702894202201
P. C. Williams, D.C. Sobering, Comparison of Commercial near Infrared Transmittance and Reflectance Instruments for Analysis of Whole Grains and Seeds Journal of Near Infrared Spectroscopy. ,vol. 1, pp. 25- 32 ,(1993) , 10.1255/JNIRS.3
J. A. Wood, I. L. Batey, M. J. Sissons, R. A. Hare, A comparison of Australian and imported spaghetti Food Australia. ,vol. 53, pp. 349- 354 ,(2001)
R. M. Depauw, J. G. Mcleod, J. M. Clarke, T. N. Mccaig, Measurement of durum pigment with a near-infrared instrument operating in the visible range Cereal Chemistry. ,vol. 69, pp. 671- 672 ,(1992)