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Demographic Model of the Swiss Cattle Population for the Years 2009-2011 Stratified by Gender, Age and Production Type

机译:按性别,年龄和生产类型划分的2009-2011年瑞士牛种群统计模型

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摘要

Demographic composition and dynamics of animal and human populations are important determinants for the transmission dynamics of infectious disease and for the effect of infectious disease or environmental disasters on productivity. In many circumstances, demographic data are not available or of poor quality. Since 1999 Switzerland has been recording cattle movements, births, deaths and slaughter in an animal movement database (AMD). The data present in the AMD offers the opportunity for analysing and understanding the dynamic of the Swiss cattle population. A dynamic population model can serve as a building block for future disease transmission models and help policy makers in developing strategies regarding animal health, animal welfare, livestock management and productivity. The Swiss cattle population was therefore modelled using a system of ordinary differential equations. The model was stratified by production type (dairy or beef), age and gender (male and female calves: 0–1 year, heifers and young bulls: 1–2 years, cows and bulls: older than 2 years). The simulation of the Swiss cattle population reflects the observed pattern accurately. Parameters were optimized on the basis of the goodness-of-fit (using the Powell algorithm). The fitted rates were compared with calculated rates from the AMD and differed only marginally. This gives confidence in the fitted rates of parameters that are not directly deductible from the AMD (e.g. the proportion of calves that are moved from the dairy system to fattening plants).
机译:动物和人类种群的人口组成和动态是传染病传播动态以及传染病或环境灾害对生产力的影响的重要决定因素。在许多情况下,人口统计数据不可用或质量很差。自1999年以来,瑞士一直在动物运动数据库(AMD)中记录牛的运动,出生,死亡和屠宰。 AMD中的数据为分析和了解瑞士牛群的动态提供了机会。动态种群模型可以作为未来疾病传播模型的基础,并帮助决策者制定有关动物健康,动物福利,牲畜管理和生产力的战略。因此,瑞士牛群是使用常微分方程组建模的。该模型按生产类型(乳制品或牛肉),年龄和性别(雄性和雌性犊牛:0-1年,小母牛和幼小公牛:1-2年,母牛和公牛:大于2岁)进行分层。瑞士牛群的模拟准确反映了观察到的模式。根据拟合优度(使用Powell算法)优化参数。将拟合率与AMD的计算率进行比较,仅略有不同。这使人对无法直接从AMD扣除的参数的拟合率(例如,从奶牛系统转移到育肥厂的犊牛比例)充满信心。

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