Near Infrared Transmission Spectra of Barley of Malting Grade Represent a Physical-Chemical Fingerprint of the Sample That Is Able to Predict Germinative Vigour in a Multivariate Data Evaluation Model
Birthe Møller
The Royal Veterinary and Agricultural University, Department
of Dairy and Food Science, Food Technology, Rolighedsvej 30,
DK- 1958 Frederiksberg C, Denmark.
Corresponding author. E-mail: bm@kvl.dk
J. Inst. Brew. 110(1), 18–33, 2004 | VIEW ARTICLE
ABSTRACT
The physiological and physical-chemical basis of barley germination
was studied. Vigour was defined as germination percentage
after 24 h and viability as that of 72 h. The barley samples
were analysed under germination capacity and energy conditions
after harvest and after long time cold storage at 7°C three–six
years. These parameters were each correlated by Partial Least
Squares Regression (PLSR) to two separate multivariate data
sets: a set of ten physical-chemical parameters and to Near Infrared
Transmission (NIT) spectra (850–1050 nm). Surprisingly
high correlation coefficients for each of these two data sets were
obtained especially with vigour, extract (%) and β-glucan in
wort (mg/L) when outliers with viability below 92% were removed.
Hard, slowly germinating seeds were more resistant to
decay in vigour and viability storage than soft seeds. This change
could be predicted by PLSR correlations to the two physicalchemical
multivariate methods. Vigour was a more sensitive
indicator for the ability to store than viability. The steep criterion
was also found to have a physical-chemical basis. The results
indicate that NIT calibrations can be used to predict vigour in
malting grade
Key words:
Malt quality, Near Infrared Transmission spectroscopy,
physical-chemical properties, seed imaging analysis, seed
viability, seed vigour.
Publication no. G-2004-0317-205 ©2004 The Institute & Guild of Brewing
