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Prediction of colour and pH in grapes using a diode array spectrophotometer (400-1100nm)

Citation

Cozzolino, D and Elser, MB and Dambergs, RG and Cynkar, WU and Boehm, DR and Francis, IL and Gishen, M, Prediction of colour and pH in grapes using a diode array spectrophotometer (400-1100nm), Journal of Near Infrared Spectroscopy, 12 pp. 105-111. ISSN 0967-0335 (2004) [Refereed Article]

DOI: doi:10.1255/jnirs.414

Abstract

One hundred and twenty thawed samples of homogenised and whole frozen grape berries were analysed using a diode array spectrophotometer (400-1100 nm) (CORONA 45VISNIR, Carl Zeiss, Germany). The spectra and the analytical data were used to develop partial least squares calibrations to predict colour and pH in both presentation modes to the instrument. The visible (vis: 400-700 nm), near infrared (NIR: 700-1100 nm) and vis + NIR (400-1100 nm) regions were used to perform the calibrations. Cross validation models for colour and pH on homogenised samples gave a coefficient of determination in validation (R 2 val ) and the root mean square error of cross-validation (RMSECV) of 0.92 and 0.07 mg g -1 for colour, and 0.90 and 0.04 for pH, respectively, using the vis region. Presentation of intact whole grape berries gave R 2 val and RMSECV values of 0.50 and 0.14 mg g -1 for colour, 0.60 and 0.08 for pH using the NIR region. It was concluded that homogenised samples gave the best calibration statistics. More research needs to be done to improve calibration on whole samples if the technology is to be used for rapid analysis for either on-farm or on-harvester applications.

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:81392
Year Published:2004
Web of Science® Times Cited:53
Deposited By:Agricultural Science
Deposited On:2012-12-04
Last Modified:2012-12-04
Downloads:0

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