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The determination of red-grape quality parameters using the LOCAL algorithm

Citation

Dambergs, RG and Cozzolino, D and Cynkar, WU and Janik, L and Gishen, M, The determination of red-grape quality parameters using the LOCAL algorithm, Journal of Near Infrared Spectroscopy, 14 pp. 71-79. ISSN 0967-0335 (2006) [Refereed Article]

DOI: doi:10.1255/jnirs.593

Abstract

In a study of visible (vis) and near infrared (NIR) spectra collected from grape samples representing many growing vintages, varieties and regions, WinISI LOCAL performed better than modified partial least squares in the prediction of anthocyanin and pH. However, both algorithms performed equally well for the prediction of total soluble solids (TSS). Calibrations for anthocyanins and pH relied mainly on the visible wavelengths, but pH calibrations may result from pH effects on the spectral properties of anthocyanin. On the other hand, calibrations for TSS relied mainly on NIR wavelengths. An examination of the LOCAL match sets showed that, in addition to spectral matching, there appeared to be concomitant compositional matching, possibly due to dominant spectral features related to the relevant analyte. Observations imply that calibrations for anthocyanins, pH and TSS in grapes are not restrained by vintage, variety and region. A more important factor in determining a robust, global application may be to ensure that the full concentration range of the analyte is well represented in the calibration database. © NIR Publications.

Item Details

Item Type:Refereed Article
Research Division:Agricultural and Veterinary Sciences
Research Group:Horticultural Production
Research Field:Oenology and Viticulture
Objective Division:Plant Production and Plant Primary Products
Objective Group:Industrial Crops
Objective Field:Wine Grapes
Author:Dambergs, RG (Dr Robert Dambergs)
ID Code:81389
Year Published:2006
Web of Science® Times Cited:42
Deposited By:Agricultural Science
Deposited On:2012-12-04
Last Modified:2012-12-04
Downloads:0

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