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利用红外热成像技术监测挤奶机引起的乳头应激

The Use of Infrared Thermography for the Monitoring of Udder Teat Stress Caused by Milking Machines.

作者信息

Tangorra Francesco Maria, Redaelli Veronica, Luzi Fabio, Zaninelli Mauro

机构信息

Department of Health, Animal Science and Food Safety (VESPA), Università degli Studi di Milano, Via Celoria 10, 20133 Milan, Italy.

Department of Veterinary Medicine, Università degli Studi di Milano, Via Celoria 10, 20133 Milan, Italy.

出版信息

Animals (Basel). 2019 Jun 22;9(6):384. doi: 10.3390/ani9060384.

Abstract

The aim of this study was to test infrared thermography (IRT) as a possible tool for scoring teat color changes after cluster removal; thus, indirectly, to classify the short-term stress of teats caused by milking machines. Thermographic images ( = 137) from three farms were collected and evaluated to calculate the average and maximum skin surface temperatures (SSTs) at the base, center, and tip of each teat (T, T, T, T, T, and T). Obtained results confirmed a significant relationship between the indicators T, T and the levels of teat color change (level one: pink-colored teat; level two: red-colored teat; level three: blue or purple-colored teat). Nevertheless, when a teat was considered to be stressed because its scoring fell in level 3 of the color-change scale used, sensitivity and specificity in the classification of the teat status ranged respectively between 45.6% and 54.3%, and 54.4% and 59.2%, for the indicators T; and 56.5% and 60.9%, and 59.7% and 61.8%, for the indicators T. When a teat was considered stressed because its scoring fell between the levels 2 and 3 of the scale adopted, sensitivity and specificity were between 49.0% and 55.8%, and 58.3% and 61.8%, for the indicators T; and 55.8% and 59.9%, and 60.6% and 61.4%, for the indicators T. As a consequence, the low values of sensitivity and specificity do not seem to justify the development of an ad hoc infrared device for the monitoring of udder teat stress. Nonetheless, this technology can be a viable solution for a preliminary evaluation of the mechanical stress of teats if a milking system would be equipped with an infrared sensor already in place for other purposes (e.g., the monitoring of udder health status).

摘要

本研究的目的是测试红外热成像技术(IRT),将其作为一种在挤奶杯组移除后对乳头颜色变化进行评分的可能工具;从而间接地对挤奶机引起的乳头短期应激进行分类。收集并评估了来自三个农场的137张热成像图像,以计算每个乳头基部、中部和尖端(T1、T2、T3、T4、T5和T6)的平均和最高皮肤表面温度(SST)。所得结果证实,指标T1、T2与乳头颜色变化程度(一级:粉色乳头;二级:红色乳头;三级:蓝色或紫色乳头)之间存在显著关系。然而,当一个乳头因其评分落在所用颜色变化量表的三级而被视为受到应激时,对于指标T1,乳头状态分类的敏感性和特异性分别在45.6%至54.3%以及54.4%至59.2%之间;对于指标T2,分别在56.5%至60.9%以及59.7%至61.8%之间。当一个乳头因其评分落在所采用量表的二级和三级之间而被视为受到应激时,对于指标T1,敏感性和特异性在49.0%至55.8%以及58.3%至61.8%之间;对于指标T2,分别在55.8%至59.9%以及60.6%至61.4%之间。因此,敏感性和特异性的低值似乎无法证明开发一种用于监测乳房乳头应激的专用红外设备是合理的。尽管如此,如果挤奶系统已经配备了用于其他目的(例如监测乳房健康状况)的红外传感器,那么这项技术可以作为对乳头机械应激进行初步评估的可行解决方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68a5/6616408/a141292e7e35/animals-09-00384-g001.jpg

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