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免疫接种疫苗后通过热图像对仔猪聚类行为进行自动化分析。

The automated analysis of clustering behaviour of piglets from thermal images in response to immune challenge by vaccination.

机构信息

1Lacombe Research Centre,Livestock Research and Extension Division,Alberta Agriculture and Forestry,6000 C&E Trail,Lacombe,Alberta,Canada,T4L 1W1.

23-10G Agriculture/Forestry Centre,University of Alberta,Edmonton,Alberta,Canada,T6G 2P5.

出版信息

Animal. 2018 Jan;12(1):122-133. doi: 10.1017/S1751731117001239. Epub 2017 Jun 15.

Abstract

An automated method of estimating the spatial distribution of piglets within a pen was used to assess huddling behaviour under normal conditions and during a febrile response to vaccination. The automated method was compared with a manual assessment of clustering activity. Huddling behaviour was partly related to environmental conditions and clock time such that more huddling occurred during the night and at lower ambient air temperatures. There were no positive relationships between maximum pig temperatures and environmental conditions, suggesting that the narrow range of air temperatures in this study was not a significant factor for pig temperature. Spatial distribution affected radiated pig temperature measurements by IR thermography. Higher temperatures were recorded in groups of animals displaying huddling behaviour. Huddling behaviour was affected by febrile responses to vaccination with increased huddling occurring 3 to 8 h post-vaccination. The automated method of assessing spatial distribution from an IR image successfully identified periods of huddling associated with a febrile response, and to changing environmental temperatures. Infrared imaging could be used to quantify temperature and behaviour from the same images.

摘要

一种自动估计猪圈中小猪空间分布的方法被用于评估正常情况下和接种疫苗后发热反应时的聚集行为。该自动方法与聚类活动的手动评估进行了比较。聚集行为部分与环境条件和时钟时间有关,例如夜间和环境空气温度较低时聚集更多。最大猪体温与环境条件之间没有正相关关系,这表明本研究中空气温度的窄范围不是猪体温的重要因素。空间分布通过红外热成像影响辐射猪体温测量。在表现出聚集行为的动物群体中记录到了更高的温度。接种疫苗后的发热反应会影响聚集行为,接种后 3 至 8 小时聚集增加。从红外图像评估空间分布的自动方法成功地识别出与发热反应相关的聚集期,以及环境温度的变化。红外成像可以从同一图像中定量评估温度和行为。

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