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利用线性和非线性模型分析湿热热带气候下热应激对牛奶产量的影响。

Analysis of the effects of thermal stress on milk production in a humid tropical climate using linear and non-linear models.

机构信息

Livestock Research Station, Thiruvazhamkunnu, Kerala Veterinary and Animal Sciences University, Palakkad, Kerala, India.

出版信息

Trop Anim Health Prod. 2021 Jan 3;53(1):66. doi: 10.1007/s11250-020-02525-x.

DOI:10.1007/s11250-020-02525-x
PMID:33392887
Abstract

The decline of milk production in crossbred cattle during the onset of summer was evaluated using lactation records of the cows (n = 48) maintained at the Livestock Research Station, Thiruvazhamkunnu, for the period between January 2019 and March 2019. Climate data were obtained from an automatic weather station maintained on the campus. The temperature-humidity index (THI) was used to assess the thermal stress on animals. Values varied between 70.78 and 83.93 during the study period, indicating that the cows were exposed to mild and moderate stress. Highly significant negative correlations (p < 0.01) were observed between the average temperature, THI, and milk production. Linear, logarithmic, power, and polynomial models linking milk production and THI were used to fit the data. The coefficient of determination (R) in general exceeded 0.85 and these equations could be used to model the drop in milk production or predict production loss due to thermal stress. The rate of decline in daily milk production observed in the study was 2.13% per unit increase in THI. A general linear model that included THI, parity, and the stage of lactation as independent variables, and milk production as a response variable, was also tested. Parity and stages of lactation were observed to influence forenoon and afternoon milk production significantly (p < 0.01). The temperature-humidity index also had a significant effect on forenoon milk production (p < 0.05) and afternoon milk production (p < 0.01).

摘要

本研究利用 2019 年 1 月至 3 月在 Thiruvazhamkunnu 家畜研究站记录的奶牛泌乳记录(n=48),评估了杂交奶牛在夏季开始时产奶量下降的情况。气候数据来自校园内的自动气象站获得。温湿度指数(THI)用于评估动物的热应激。在研究期间,该值在 70.78 至 83.93 之间变化,表明奶牛受到轻度和中度应激。平均温度、THI 和产奶量之间存在高度显著的负相关(p<0.01)。线性、对数、幂和多项式模型将产奶量与 THI 相关联,用于拟合数据。一般来说,决定系数(R)超过 0.85,这些方程可用于模拟产奶量下降或预测因热应激导致的产奶量损失。研究中观察到的每日产奶量下降率为 THI 每增加 1 个单位下降 2.13%。还测试了一个包含 THI、胎次和泌乳阶段作为自变量,产奶量作为因变量的一般线性模型。胎次和泌乳阶段对上午和下午的产奶量有显著影响(p<0.01)。温湿度指数对上午产奶量(p<0.05)和下午产奶量(p<0.01)也有显著影响。

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本文引用的文献

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热应激对泰国荷斯坦奶牛产奶量、乳脂与蛋白比及受胎率的影响:表型与遗传视角
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