Advanced Livestock Measurement Technologies (ALMTech) Project, Murdoch University, School of Agriculture, Western Australia 6150, Australia.
Advanced Livestock Measurement Technologies (ALMTech) Project, Murdoch University, School of Agriculture, Western Australia 6150, Australia.
Meat Sci. 2024 Aug;214:109517. doi: 10.1016/j.meatsci.2024.109517. Epub 2024 Apr 13.
The objective of the study was to independently validate a calibrated commercial handheld near infrared (NIR) spectroscopic device and test its repeatability over time using phenotypically diverse populations of Australian lamb. Validation testing in eight separate data sub-groups (n = 1591 carcasses overall) demonstrated that the NIR device had moderate precision (R = 0.4-0.64, RMSEP = 0.70-1.22%) but fluctuated in accuracy between experimental site demonstrated by variable slopes (0.50-0.94) and biases (-0.86-0.02). The repeatability experiment (n = 10 carcasses) showed that time to scan post quartering affected NIR measurement from 0 to 24 h (P < 0.001). On average, NIR IMF% was 0.97% lower (P < 0.001) at 24 h (4.01% ± 0.166), compared to 0 h. There was no difference (P > 0.05) between Time 0 and 1 h or Time 0 and 4 h or between replicate scans within each time point. This study demonstrated the SOMA NIR device could predict lamb chemical IMF% with moderate precision and accuracy, however additional work is required to understand how loin preparation, blooming and surface hydration affect NIR measurement.
本研究的目的是独立验证一种校准的商用手持式近红外(NIR)光谱仪,并测试其在不同时间对具有不同表型的澳大利亚羔羊的重复性。在八个单独的数据子组(总共 1591 个胴体)中进行的验证测试表明,NIR 设备具有中等精度(R = 0.4-0.64,RMSEP = 0.70-1.22%),但在不同实验点之间的准确性存在波动,表现为斜率(0.50-0.94)和偏差(-0.86-0.02)的变化。重复性实验(n = 10 个胴体)表明,在分割后 0 到 24 小时内,扫描时间会影响 NIR 测量(P < 0.001)。平均而言,在 24 小时时,NIR IMF%比 0 小时时低 0.97%(P < 0.001)(4.01%±0.166)。在 0 小时和 1 小时之间,或在 0 小时和 4 小时之间,或在每个时间点内的重复扫描之间,没有差异(P > 0.05)。本研究表明,SOMA NIR 设备可以以中等的精度和准确性预测羔羊的化学 IMF%,但需要进一步的工作来了解里脊准备,开花和表面水合作用如何影响 NIR 测量。