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Non-linear modelling to describe lactation curve in Gir crossbred cows

机译:描述吉尔杂交母牛泌乳曲线的非线性建模

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摘要

BackgroundThe modelling of lactation curve provides guidelines in formulating farm managerial practices in dairy cows. The aim of the present study was to determine the suitable non-linear model which most accurately fitted to lactation curves of five lactations in 134 Gir crossbred cows reared in Research-Cum-Development Project (RCDP) on Cattle farm, MPKV (Maharashtra). Four models viz. gamma-type function, quadratic model, mixed log function and Wilmink model were fitted to each lactation separately and then compared on the basis of goodness of fit measures viz. adjusted R2, root mean square error (RMSE), Akaike’s Informaion Criteria (AIC) and Bayesian Information Criteria (BIC).
机译:背景泌乳曲线的建模为制定奶牛场管理实践提供了指导。本研究的目的是确定最合适的非线性模型,该模型最适合MPKV(马哈拉施特拉邦)养牛场研究与发展项目(RCDP)饲养的134头Gir杂交母牛的5次泌乳曲线。四个模型。将伽玛型函数,二次模型,混合对数函数和威尔明克模型分别拟合到每个泌乳期,然后根据拟合度的优劣进行比较。调整后的R 2 ,均方根误差(RMSE),Akaike的信息标准(AIC)和贝叶斯信息标准(BIC)。

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