The aim of this work was to investigate the influence of packaging on measurements of visible-near infrared and near infrared spectroscopy during the shelf life of fresh-cut Valerianella leaves and Golden Delicious apple slices. Principal component analysis and partial least square discriminant analysis were applied on spectral data to reach the objectives. Results on Golden Delicious could be considered satisfactory even if the classification performances were lower than those obtained for Valerianella; however, overall collected positive predictive values ranged from 86.7% to 100.0%. The presence of packaging had only a slight effect on classification capability. These findings would be useful in the development of freshness decay assessment tools using these optical techniques along products' post-packaging chain.

Influence of packaging in the analysis of fresh-cut Valerianella locusta L. and Golden Delicious apple slices by visible-near infrared and near infrared spectroscopy / R. Beghi, V. Giovenzana, R. Civelli, R. Guidetti. - In: JOURNAL OF FOOD ENGINEERING. - ISSN 0260-8774. - 171(2016 Feb), pp. 145-152. [10.1016/j.jfoodeng.2015.10.021]

Influence of packaging in the analysis of fresh-cut Valerianella locusta L. and Golden Delicious apple slices by visible-near infrared and near infrared spectroscopy

R. Beghi
Primo
;
V. Giovenzana
;
R. Civelli
Penultimo
;
R. Guidetti
Ultimo
2016-02

Abstract

The aim of this work was to investigate the influence of packaging on measurements of visible-near infrared and near infrared spectroscopy during the shelf life of fresh-cut Valerianella leaves and Golden Delicious apple slices. Principal component analysis and partial least square discriminant analysis were applied on spectral data to reach the objectives. Results on Golden Delicious could be considered satisfactory even if the classification performances were lower than those obtained for Valerianella; however, overall collected positive predictive values ranged from 86.7% to 100.0%. The presence of packaging had only a slight effect on classification capability. These findings would be useful in the development of freshness decay assessment tools using these optical techniques along products' post-packaging chain.
Fresh-cut; Valerianella; Golden Delicious; Spectroscopy; Packaging film; Shelf life
Settore AGR/09 - Meccanica Agraria
21-ott-2015
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2434/335121
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