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Study on functional longevity of Tunisian Holstein dairy cattle using a Weibull proportional hazard model

机译:使用威布尔比例风险模型研究突尼斯荷斯坦奶牛的功能寿命

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摘要

Records of functional longevity (FL), from first calving to last recording (or culling), of 36,888 Tunisian Holstein cows in 169 herds were studied using survival analysis. Using a Weibull proportional hazard model, the influences of age at first calving, herd-year-season, lactation number-stage of lactation, milk production within the herd and year, annual change in herd size and random genetic effect of sire on FL were studied. Besides a random time-dependent effect of herd-year-season, the model included fixed effects of parity and stage of lactation, within herd and parity production level (all time-dependent), and age at first calving (time-independent). All factors had a significant effect on FL at a level of P<0.001. Milk yield was by far the most important factor influencing FL and the hazard increased as the milk production decreased. Within the first three lactations, the relative culling risk increased stepwise with lactation stage. The highest risk of culling was found for cows at the beginning and at the end of the first lactation and at the end of any other lactation. The risk of culling decreased with parity
机译:使用生存分析研究了从第一次产犊到最后一次记录(或剔除)的169头牛群中的36888头突尼斯荷斯坦奶牛的功能寿命(FL)记录。使用Weibull比例风险模型,对初产犊的年龄,牛群年份季节,哺乳期的泌乳数阶段,牛群内和年内的产奶量,牛群大小的年度变化以及公牛对FL的随机遗传效应的影响研究。除了牧群年季节随时间的随机影响外,该模型还包括胎龄和泌乳阶段的固定影响,在牛群和胎次生产水平内(均与时间有关)以及第一次产犊的年龄(与时间无关)。在P <0.001的水平上,所有因素均对FL有显着影响。到目前为止,牛奶产量是影响FL的最重要因素,并且随着牛奶产量的下降,危害增加。在前三个泌乳期,相对淘汰风险随着泌乳期的增加而逐步增加。在第一次泌乳开始和结束时以及在任何其他泌乳结束时,发现母牛被淘汰的风险最高。剔除的风险随同等降低

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