Author(s) |
Stewart, S M
Gardner, G E
Williams, A
Pethick, D W
McGilchrist, Peter
Kuchida, K
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Publication Date |
2021
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Abstract |
<p>This study assessed the precision and accuracy in the prediction of chemical intramuscular fat (IMF%), Meat Standards Australia (MSA) marbling score and AUS-MEAT eye-muscle area (EMA) using Meat Imaging Japan (MIJ) prototype camera systems. Eleven carcass datasets from the Beef Information Nucleus (BIN) project were compiled with carcass grading, IMF% and camera data. Camera prediction of IMF%, MSA marbling score and EMA was assessed using a leave-one-out cross validation method. There was an association between MIJ mirror and MIJ-30 camera traits and IMF%, MSA marbling score and EMA. However, for both prototypes precision varied for IMF% (R<sup>2</sup> = 0.4–0.5, RMSECV = 1.5–1.6%), MSA marbling (R<sup>2</sup> = 0.3–0.5, RMSECV = 57.5–59.3) and EMA (R<sup>2</sup> = 0.7–0.6, RMSECV = 4.1–5.8 cm<sup>2</sup> ). Accuracy also fluctuated with average bias values of 1.7–1.8%, 45.8–40.0 units and 3.8–4.1 cm<sup>2</sup> for IMF%, MSA marbling score and EMA respectively. Key differences between carcass and camera traits and processing factors affecting the grading site are likely to have contributed to this variation.</p>
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Citation |
Meat Science, v.181, p. 1-7
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ISSN |
1873-4138
0309-1740
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Link | |
Publisher |
Elsevier BV
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Title |
Association between visual marbling score and chemical intramuscular fat with camera marbling percentage in Australian beef carcasses
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Type of document |
Journal Article
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Entity Type |
Publication
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