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Publication no. C-2002- 0605-04R
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ARTICLE
Determination of Rapid Visco Analyser Parameters in Rice by Near-Infrared
Spectroscopy.
Frederick Meadows (1,2) and Franklin E. Barton, II (1). (1)
USDA-Agricultural Research Service, Richard B. Russell Agricultural Research
Center, P.O. Box 5677, Athens, GA 30604-5677. Names are necessary to report
factually on available data; however, the USDA neither guarantees nor warrants
the standard of the product, and the use of the name by the USDA implies no
approval of the product to the exclusion of others that may also be suitable.
(2) Corresponding author. E-mail: <Fmeadows@shirelabs.com> Phone:
301-838-2666. Fax: 301-838-2501. Cereal Chem. 79(4):563-566. Accepted April 19,
2002. This article is in the public domain and not copyrightable. It may be
freely reprinted with customary crediting of the source. American Association of
Cereal Chemists, Inc., 2002.
The objective of these studies was to find alternative Rapid Visco Analyser
(RVA) viscoelastic parameters that are predictable by near-infrared spectroscopy
(NIRS). Currently, RVA instruments are widely used in assessing cooking and
processing characteristics in rice. The ability to predict RVA parameters by
NIRS would be useful in rapidly determining rice pasting qualities, but NIRS
does not correlate with the traditional parameters (peak viscosity, final
viscosity, breakdown, consistency, and setback). Alternative RVA parameters were
sought by collecting RVA and NIRS data for a total of 86 short, medium, and long
grain rice cultivars. The amylose contents were 0.41-24.90% (w/w) and protein
concentrations were 8.47-11.35% (w/w). Partial least squares (PLS) regression
models generated for the entire NIR spectrum against the RVA curve showed
viscosity at 212-228 sec (80°C ± 1) varied linearly with NIR
spectra (1,100 to -2,500 nm). Regression coefficient values were R =
0.961 for 212 sec and R = 0.903 for 228 sec. The PLS correlation
coefficient for the prediction of amylose at 212-228 sec decreases along with
the NIRS correlation to the same time frame. An opposite trend was observed for
the correlation with protein at 212-228 sec. This comparison suggests the
importance of amylose and protein in water absorption during this time frame.
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