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三维机器视觉系统检测到的尾巴姿势变化与商业养猪场中因有害行为和健康状况不佳而导致的伤害有关。

Changes in tail posture detected by a 3D machine vision system are associated with injury from damaging behaviours and ill health on commercial pig farms.

机构信息

Animal Behaviour & Welfare, SRUC, Edinburgh, United Kingdom.

Innovent Technology Ltd, Turriff, Aberdeenshire, United Kingdom.

出版信息

PLoS One. 2021 Oct 28;16(10):e0258895. doi: 10.1371/journal.pone.0258895. eCollection 2021.

Abstract

To establish whether pig tail posture is affected by injuries and ill health, a machine vision system using 3D cameras to measure tail angle was used. Camera data from 1692 pigs in 41 production batches of 42.4 (±16.6) days in length over 17 months at seven diverse grower/finisher commercial pig farms, was validated by visiting farms every 14(±10) days to score injury and ill health. Linear modelling of tail posture found considerable farm and batch effects. The percentage of tails held low (0°) or mid (1-45°) decreased over time from 54.9% and 23.8% respectively by -0.16 and -0.05%/day, while tails high (45-90°) increased from 21.5% by 0.20%/day. Although 22% of scored pigs had scratched tails, severe tail biting was rare; only 6% had tail wounds and 5% partial tail loss. Adding tail injury to models showed associations with tail posture: overall tail injury, worsening tail injury, and tail loss were associated with more pigs detected with low tail posture and fewer with high tails. Minor tail injuries and tail swelling were also associated with altered tail posture. Unexpectedly, other health and injury scores had a larger effect on tail posture- more low tails were observed when a greater proportion of pigs in a pen were scored with lameness or lesions caused by social aggression. Ear injuries were linked with reduced high tails. These findings are consistent with the idea that low tail posture could be a general indicator of poor welfare. However, effects of flank biting and ocular discharge on tail posture were not consistent with this. Our results show for the first time that perturbations in the normal time trends of tail posture are associated with tail biting and other signs of adverse health/welfare at diverse commercial farms, forming the basis for a decision support system.

摘要

为了确定猪尾巴的姿势是否受到伤病的影响,我们使用了一种机器视觉系统,该系统使用 3D 摄像机来测量尾巴的角度。该系统的数据来自于 17 个月内 7 个不同的育肥/育肥商业猪场的 41 批共 1692 头猪,每批猪的生长周期为 42.4(±16.6)天。在这 17 个月里,我们每隔 14(±10)天去一次农场,对伤病情况进行评分,以验证摄像机数据的准确性。对尾巴姿势进行线性建模发现,农场和批次的影响都很大。尾巴低垂(0°)或中低(1-45°)的比例分别从 54.9%和 23.8%逐渐下降,每天分别下降-0.16%和-0.05%,而尾巴高抬(45-90°)的比例则从 21.5%增加到每天 0.20%。虽然有 22%的评分猪出现了挠尾巴的情况,但严重的咬尾现象很少见;只有 6%的猪有尾巴伤口,5%的猪有部分尾巴缺失。在模型中加入尾巴受伤的情况后,发现尾巴受伤与尾巴姿势有关:总体尾巴受伤情况、尾巴受伤恶化情况以及尾巴缺失情况都与更多的猪出现低尾巴姿势有关,而高尾巴姿势的猪则较少。轻微的尾巴受伤和肿胀也与尾巴姿势的改变有关。出乎意料的是,其他健康和受伤评分对尾巴姿势的影响更大——当猪圈里有更多的猪因社交攻击而跛行或出现损伤时,低尾巴的猪的比例会增加。耳部受伤与高尾巴的减少有关。这些发现与低尾巴姿势可能是福利不佳的一般指标的观点一致。然而,侧面咬尾和眼部分泌物对尾巴姿势的影响与这一观点并不一致。我们的研究结果首次表明,尾巴姿势正常时间趋势的波动与不同商业猪场的咬尾和其他不良健康/福利迹象有关,这为决策支持系统奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4261/8553069/bdc6a1bab91d/pone.0258895.g001.jpg

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