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Screening of anthocyanins in single red grapes using a non-destructive method based on the near infrared hyperspectral technology and chemometrics
- Source :
- idUS. Depósito de Investigación de la Universidad de Sevilla, instname
- Publication Year :
- 2015
- Publisher :
- Wiley, 2015.
-
Abstract
- BACKGROUND:Anthocyanins are the main compounds responsible for the colour of red wines and therefore itmay be important to evaluate the contentof the aforesaid secondary metabolites duringgraperipeningdueto the crucial importance to determine wine colour. Nowadays, there is a growing demand of rapid and non-destructive analytical tools for analysing grapes, such as the emerging hyperspectral analysis. RESULTS: The hyperspectral images of intact grapes (Vitis vinifera L. cv. Tempranillo, Graciano, Garnacha and Mazuelo red grape from vineyards located in the D.O.Ca. Rioja at two different developmental stages) were recorded using a near infrared hyperspectral imaging device (900–1700 nm). Reference values of anthocyaninswere obtained by HPLC-DAD. Calibrationswere performed by modified partial least squares regression and present a good potential (coefficient of determination of 0.72 and standard error of cross-validation values of 0.78 and 0.70mg per grape for total and non-acylated anthocyanins respectively). CONCLUSION: The procedure reported here presents a good potential for a fast and reasonably inexpensive screening of these compounds in intact single berries. Moreover, the heterogeneity of anthocyanins within the same ripeness stage could be evaluated using this non-detructive tool.
- Subjects :
- Coefficient of determination
hyperspectral imaging
near infrared
Ripeness
01 natural sciences
Anthocyanins
Chemometrics
0404 agricultural biotechnology
Non destructive
Partial least squares regression
Botany
Vitis
grapes
Wine
Spectroscopy, Near-Infrared
Nutrition and Dietetics
Chemistry
010401 analytical chemistry
Near-infrared spectroscopy
Hyperspectral imaging
04 agricultural and veterinary sciences
chemometrics
anthocyanins
040401 food science
0104 chemical sciences
Horticulture
Agronomy and Crop Science
Food Analysis
Food Science
Biotechnology
Subjects
Details
- ISSN :
- 00225142
- Volume :
- 96
- Database :
- OpenAIRE
- Journal :
- Journal of the Science of Food and Agriculture
- Accession number :
- edsair.doi.dedup.....ff6c335b8c1a2e0967df4dad68b7e97b
- Full Text :
- https://doi.org/10.1002/jsfa.7266