Michaelis I, Burfeind O, Heuwieser W
Clinic for Animal Reproduction, Faculty of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany.
Reprod Domest Anim. 2014 Aug;49(4):621-628. doi: 10.1111/rda.12337. Epub 2014 Jun 2.
The objective of the study was to evaluate an automated activity monitoring (AAM) system for oestrous detection in dairy cows. Specifically, we set out to determine the oestrous detection efficiency and accuracy of the AAM system and to compare reproductive performance of cows detected either by AAM, by visual observation (VO) or by at least 1 of the 2 methods (EOM). A total of 1004 potential cow-periods from 348 cows were analysed. Oestrous detection rates (EDR) were calculated for 21 day (VWP+21), 42 day (VWP+42), and 63 day (VWP+63) after voluntary waiting period (VWP). Oestrous detection rate did not differ between AAM (42.1%) and VO (37.3%) during VWP+21 (p > 0.05) but was significantly higher in EOM (56.3%, p < 0.05). Oestrous detection by AAM achieved an efficiency (number of correctly detected oestruses/total number of cow-periods*100) of 35.6% and an accuracy (number of correctly detected oestruses/(number of true+ false oestruses)*100) of 83.8%. Visual observation resulted in an efficiency of 34.3% and accuracy of 75.1%. Pregnancy rate at 200 DIM was higher in AAM (66.8%) and EOM (68.8%) than in VO (57.1%, p < 0.05). Cows detected by AAM (p < 0.05) showed a 1.37 times greater risk to conceive than cows detected by VO as the reference (p < 0.05). The results show that an automated activity monitoring system can support oestrous detection in dairy cattle. The exclusive use of such a system, however, cannot be recommended.
本研究的目的是评估一种用于奶牛发情检测的自动活动监测(AAM)系统。具体而言,我们着手确定AAM系统的发情检测效率和准确性,并比较通过AAM、视觉观察(VO)或两种方法中的至少一种(EOM)检测到发情的奶牛的繁殖性能。共分析了来自348头奶牛的1004个潜在奶牛周期。计算了自愿等待期(VWP)后21天(VWP+21)、42天(VWP+42)和63天(VWP+63)的发情检测率(EDR)。在VWP+21期间,AAM(42.1%)和VO(37.3%)的发情检测率没有差异(p>0.05),但EOM的发情检测率显著更高(56.3%,p<0.05)。通过AAM进行发情检测的效率(正确检测到的发情次数/奶牛周期总数*100)为35.6%,准确性(正确检测到的发情次数/(真发情次数+假发情次数)*100)为83.8%。视觉观察的效率为34.3%,准确性为75.1%。在200天产犊间隔时,AAM(66.8%)和EOM(68.8%)的妊娠率高于VO(57.1%,p<0.05)。以VO作为参考,通过AAM检测到发情的奶牛受孕风险比VO检测到发情的奶牛高1.37倍(p<0.05)。结果表明,自动活动监测系统可以辅助奶牛的发情检测。然而,不建议单独使用这样的系统。