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利用与美国宇航局 POWER 卫星数据集成的测试日记录阐明热应激对泽西杂交奶牛产奶量和组成的影响。

Elucidating the effect of heat stress on milk production and composition in Jersey crossbred cows using test day records integrated with NASA POWER satellite data.

机构信息

Animal Breeding Section, ICAR-National Dairy Research Institute, Eastern Regional Station, Kalyani, Nadia, West Bengal, 741235, India.

出版信息

Int J Biometeorol. 2024 Dec;68(12):2641-2651. doi: 10.1007/s00484-024-02774-7. Epub 2024 Sep 23.

Abstract

The present study was undertaken to determine the effect of heat stress on milk production (test day milk yield) and compositional traits (fat%, protein%, fat yield, protein yield) as well as to observe the pattern of response to increasing heat load on these traits in Jersey crossbred cows, maintained at ICAR-National Dairy Research Institute, Eastern Regional Station, Kalyani, West Bengal, India. The weather information, obtained from the NASA POWER database based on the location of the farm latitude and longitude, was used to calculate the Temperature Humidity Index (THI). To analyze the data, a linear model was fitted to the milk production and compositional records, which were adjusted for additive genetic effect of animal, permanent environmental effect of animals and known environmental sources of variations. Subsequently, a segmented linear regression model was fitted, and the least squares estimates of production and composition traits in different classes of THI were used as the dependent variable. Two THI break-points (BP) for milk yield and one THI BP for fat yield, protein %, and protein yield were found. The first and second BP for milk yield was at THI 59 and 77, respectively, with a significant decline in milk yield of -0.04 kg/unit of THI at second BP. The BP for fat and protein yield was at THI 76, with a decline rate of -1.18 and - 0.61 g/unit of THI increase, respectively. The findings revealed the significant adverse effects of THI on milk production and composition traits in Jersey crossbred cattle.

摘要

本研究旨在确定热应激对产奶量(测试日牛奶产量)和组成性状(脂肪%、蛋白质%、脂肪产量、蛋白质产量)的影响,并观察这些性状对不断增加的热负荷的反应模式在印度西孟加拉邦卡里亚尼的 ICAR-国家乳品研究所东部区域站饲养的泽西杂交奶牛中。根据农场的纬度和经度,从 NASA POWER 数据库中获取天气信息,用于计算温度湿度指数 (THI)。为了分析数据,对牛奶产量和组成记录拟合了线性模型,该模型调整了动物的加性遗传效应、动物的永久环境效应和已知的环境变异来源。随后,拟合了分段线性回归模型,并将不同 THI 类别的产量和组成性状的最小二乘估计值用作因变量。发现了两个与产奶量有关的 THI 断点 (BP) 和一个与脂肪产量、蛋白质%和蛋白质产量有关的 THI BP。产奶量的第一和第二 BP 分别为 THI 59 和 77,第二 BP 时产奶量显著下降-0.04 kg/THI 单位。脂肪和蛋白质产量的 BP 为 THI 76,下降率分别为-1.18 和-0.61 g/THI 增加。研究结果表明,THI 对泽西杂交奶牛的产奶量和组成性状有显著的不利影响。

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