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Visible and near infrared spectroscopy as an authentication tool: Preliminary investigation of the prediction of the ageing time of beef steaks
- Source :
- Digital.CSIC. Repositorio Institucional del CSIC, instname
- Publication Year :
- 2018
- Publisher :
- Elsevier, 2018.
-
Abstract
- 7 páginas, 2 tablas, 1 figura.<br />Visible-near infrared spectroscopy (Vis-NIRS) has been suggested to have potential for authentication of food products. The aim of the present preliminary study was to assess if this technology can be used to authenticate the ageing time (3, 7, 14 and 21 days post mortem) of beef steaks from three different muscles (M. Longissimus thoracis, M. Gluteus medius and M. Semitendinosus). Various mathematical pre-treatments were applied to the spectra to correct scattering and overlapping effects, and then partial least squares-discrimination analysis (PLS-DA) procedures applied. The best models were specific for each muscle, and the ability of prediction of ageing time was validated using full (leave-one-out) cross-validation, whereas authentication performance was evaluated using the parameters of sensitivity, specificity and overall correct classification. The results indicate that overall correct classification ranging from 94.2 to 100% was achieved, depending on the muscle. In conclusion, Vis-NIRS technology seems a valid tool for the authentication of ageing time of beef steaks.<br />This project (11/SF/322, “BullBeef”) was funded by the Irish Department of Agriculture, Food and the Marine‘s competitive research programmes.
- Subjects :
- Male
Time Factors
Food Handling
Longissimus Thoracis
Partial least square discriminant analysis
01 natural sciences
Chemometrics
Animals
Least-Squares Analysis
Muscle, Skeletal
Mathematics
Authentication
Spectroscopy, Near-Infrared
business.industry
010401 analytical chemistry
Fraud
0402 animal and dairy science
Visible and near infrared spectroscopy
Pattern recognition
04 agricultural and veterinary sciences
040201 dairy & animal science
0104 chemical sciences
Meat maturation
Red Meat
Ageing
Food products
Cattle
Artificial intelligence
Premium steaks
business
Food Science
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Digital.CSIC. Repositorio Institucional del CSIC, instname
- Accession number :
- edsair.doi.dedup.....82485558eeb0ea420f04c34b166f389c