Improved cut weight predictions from DEXA scans of lamb carcasses enables more accurate allocation of cuts to processing plans

IF 7.1 1区 农林科学 Q1 Agricultural and Biological Sciences Meat Science Pub Date : 2024-06-01 DOI:10.1016/j.meatsci.2024.109556
H.B. Calnan , A. Williams , C. Alston-Knox , G. Wang , W.S. Pitchford , G.E. Gardner
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Abstract

The value of precise dual energy X-ray absorptiometry (DEXA) cut weight predictions to lamb allocation to cut plans is unknown. Lambs (n = 191) varying in carcase weight (HSCW) and GR (tissue depth over the 12th rib) were DEXA scanned and boned out to weigh retail cuts. Cut weights were predicted using HSCW; HSCW + GR; HSCW + DEXA and HSCW + DEXA image components in GLM models. DEXA improved cut weight predictions in most cuts (P < 0.05). A dataset of 10,000 carcases was then simulated using the associations between HSCW, GR and cut weights, before being truncated to 4500 lambs representing onel day's HSCW distribution. A lamb Carcase Optimisation Tool scenario was developed with 2–3 cut options per carcase section and cut weight thresholds applied to several cuts. Processing costs, market values and actual cut weights were input into the Optimiser to determine carcase allocation to cut options for optimised profits. This scenario was repeated using the predicted cut weights to determine the cut misallocations caused. DEXA-predicted cut weights produced 16.7% and 8.0% less misallocations than HSCW and GR. DEXA produced 20.8% and 14.3% less misallocations than HSCW and GR in shortloins, and 25.5% and 12.9% less in hindquarters. While cut misallocations have little direct impact on total profits, as product is over and under-valued when misallocated, reducing cut misallocations will improve processor compliance when sorting carcases into cut plans- reducing their need to retrim, downgrade and repackage product or the erosion of customer confidence caused by supplying product not meeting market specifications.

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通过对羊肉胴体进行 DEXA 扫描,改进了切肉重量预测,从而能够更准确地将切肉分配给加工计划
精确的双能 X 射线吸收测定法(DEXA)切割重量预测对羔羊切割计划分配的价值尚不清楚。对不同胴体重量(HSCW)和GR(第12根肋骨上的组织深度)的羔羊(n = 191)进行了DEXA扫描和剔骨,以称量零售切肉的重量。在 GLM 模型中使用 HSCW、HSCW + GR、HSCW + DEXA 和 HSCW + DEXA 图像成分预测切割重量。DEXA 提高了大多数切割的切割重量预测(P < 0.05)。然后,使用 HSCW、GR 和切割重量之间的关联模拟 10,000 只胴体的数据集,然后截断为 4500 只羔羊,代表一天的 HSCW 分布。开发了羔羊胴体优化工具方案,每个胴体部分有 2-3 种切割选择,并对几种切割应用了切割重量阈值。将加工成本、市场价值和实际切割重量输入优化器,以确定胴体在切割选项中的分配,从而获得最佳利润。使用预测的切割重量重复这种情况,以确定造成的切割分配不当。与 HSCW 和 GR 相比,DEXA 预测的切割权重分别减少了 16.7% 和 8.0% 的错误分配。与 HSCW 和 GR 相比,DEXA 预测的短胴体切割重量分别减少了 20.8% 和 14.3%,后胴体切割重量分别减少了 25.5% 和 12.9%。虽然分割错配对总利润的直接影响很小,因为产品在错配时会被高估或低估价值,但减少分割错配将提高加工商在按分割计划对胴体进行分类时的合规性,从而减少他们对产品进行重新修剪、降级和重新包装的需要,或减少因供应不符合市场规格的产品而导致的客户信心下降。
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来源期刊
Meat Science
Meat Science 工程技术-食品科技
CiteScore
12.60
自引率
9.90%
发文量
282
审稿时长
60 days
期刊介绍: The aim of Meat Science is to serve as a suitable platform for the dissemination of interdisciplinary and international knowledge on all factors influencing the properties of meat. While the journal primarily focuses on the flesh of mammals, contributions related to poultry will be considered if they enhance the overall understanding of the relationship between muscle nature and meat quality post mortem. Additionally, papers on large birds (e.g., emus, ostriches) as well as wild-captured mammals and crocodiles will be welcomed.
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