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Full-Text Articles in Food Science
Prediction Of Warner-Bratzler Shear Force, Intramuscular Fat, Drip-Loss And Cook-Loss In Beef Via Raman Spectroscopy And Chemometrics, Raquel Cama-Moncunill, Jamie Cafferky, Caroline Augier, Torres Sweeney, Paul Allen, Alessandro Ferragina, Carl Sullivan, Andrew Cromie, Ruth Hamill
Prediction Of Warner-Bratzler Shear Force, Intramuscular Fat, Drip-Loss And Cook-Loss In Beef Via Raman Spectroscopy And Chemometrics, Raquel Cama-Moncunill, Jamie Cafferky, Caroline Augier, Torres Sweeney, Paul Allen, Alessandro Ferragina, Carl Sullivan, Andrew Cromie, Ruth Hamill
Articles
Rapid prediction of beef quality remains a challenge for meat processors. This study evaluated the potential of Raman spectroscopy followed by chemometrics for prediction of Warner-Bratzler shear force (WBSF), intramuscular fat (IMF), ultimate pH, drip-loss and cook-loss. PLS regression models were developed based on spectra recorded on frozen-thawed day 2 longissimus thoracis et lumborum muscle and validated using test sets randomly selected 3 times. With the exception of ultimate pH, models presented notable performance in calibration (R2 ranging from 0.5 to 0.9; low RMSEC) and, despite variability in the results, promising predictive ability: WBSF (RMSEP ranging from 4.6 to 9 …