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A Stochastic Model Simulating Pathogen-Specific Mastitis Control in a Dairy Herd.

机译:模拟奶牛群中特定病原体乳腺炎控制的随机模型。

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The objective of this study was to develop a model simulating mastitis control in dairy herds and to investigate how sensitive the model is when varying the effect parameters according to the uncertainty. The model simulates 9 pathogen-specific mastitis types, each of which can be subclinical or clinical. The clinical cases can be 1 of 4 severities defined according to the effect of the mastitis case: mild, moderate, severe, and permanent effect. The risk factors include lactation stage, parity, yield level, previous diseases, season, and contagious spread of the infection from herd mates. Occurrence of mastitis is modeled to have direct effects on feed intake, body weight, milk yield, somatic cell count in the milk, subsequent mastitis cases within the cow and in herd mates, voluntary and involuntary culling, mortality, and milk withdrawal. Thirty-five scenarios were simulated to study model behavior and model sensitivity. The consequences per cow/yr of mastitis in the default simulated herd included 0.42 clinical mastitis occurrences, 0.56 subclinical mastitis occurrences, loss of 385-kg milk yield, a 1.3% reduced feed intake, 61-kg milk withdrawal and {euro}146 in reduced economic net return. Based on scenarios demonstrating model behavior and sensitivity analysis, the model appears to produce valid consequences of mastitis control strategies. Representation of the effect of subclinical mastitis and of variation in mastitis severity was concluded in this study to be important when modeling mastitis economics in a dairy herd. The model offers the opportunity to study the long-term herd specific effects of a wide range of control strategies against mastitis.
机译:这项研究的目的是建立一个模拟奶牛乳腺炎控制的模型,并研究根据不确定性改变影响参数时该模型的敏感性。该模型模拟9种特定于病原体的乳腺炎,每种亚临床或临床均可。根据乳腺炎病例的疗效,临床病例可以是4种严重程度中的一种:轻度,中度,严重和永久性。危险因素包括泌乳阶段,胎次,产量水平,以前的疾病,季节以及畜群感染的传染性传播。乳腺炎的发生被建模为直接影响采食量,体重,产奶量,牛奶中的体细胞计数,随后的母牛和牛群中的乳腺炎病例,自愿和非自愿剔除,死亡率和停奶。模拟了35个场景,以研究模型行为和模型敏感性。在默认的模拟牛群中,每头牛/年的乳腺炎的后果包括0.42例临床乳腺炎发生,0.56例亚临床乳腺炎发生,385公斤牛奶产量减少,1.3%的采食量减少,61公斤牛奶戒断和146公斤经济净收益减少。基于展示模型行为和敏感性分析的场景,该模型似乎产生了乳腺炎控制策略的有效结果。在本研究中得出的结论是,对乳牛群的乳腺炎进行经济学建模时,亚临床乳腺炎的影响和乳腺炎严重程度的变化具有重要意义。该模型提供了研究多种针对乳腺炎的控制策略的长期成群特效的机会。

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