萨希瓦尔和卡兰弗里斯奶牛乳房和乳头类型特征的因子分析

Nisha Sharma, R. D, Sushil Kumar, G. R. Gowane, I. Gupta, Archana Verma
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摘要

由于缺乏可用记录,根据乳房和乳头特征选择雌性奶牛以提高生产率在田间至关重要。本研究的目的是降低 17 个乳房和乳头特征的维度,并分析它们对牛奶生产率的影响。本研究使用了卡纳尔ICAR-国家奶牛研究所家畜研究中心(LRC)2017-2019年间256头牛的数据,其中包括133头萨希瓦尔牛和123头卡兰弗里斯牛。17 个乳房和乳头性状包括前乳房附着力(FUA)、后乳房宽度(RUW)、后乳房高度(RUH)、乳房平衡(UB)、乳房深度(UD)、乳房长度(UL)、乳房宽度(UW)、乳房周长(UC)、中央韧带/乳沟(CL)、乳头周长(TC)、前乳头长度 (FTL)、后乳头长度 (RTL)、前后乳头间距 (DFR)、左右乳头间距 (DLR)、地板到前乳头的最短距离 (SDFT)、地板到后乳头的最短距离 (SDRT) 和乳头直径 (TD)。在因子分析中,前五个潜在因子分别占萨希瓦奶牛乳房和乳头测量总方差的 62.22%和卡兰弗里斯(KF)奶牛乳房和乳头测量总方差的 65.67%。在萨希瓦尔奶牛中,F1 代表更好的乳房支撑力和乳房宽度(乳房宽,乳房由强有力的悬韧带支撑),而在卡兰弗里斯奶牛中,第一个因子反映了更好的乳房尺寸和乳头间距(乳房长度、宽度更长,乳头位置更好)。因子分析可减少数据的多重共线性。可以得出结论,将乳房和乳头的测量结果纳入选择指数是选择高产奶量奶牛的可靠标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Factor analysis for udder and teat type traits in Sahiwal and Karan Fries cows
Selecting female cows for productivity based on udder and teat traits is essential in field due to lack of available records. The objective of the present study was to reduce the dimensionality of the 17 udder and teat traits and to analyse their impact on milk productivity. The data on 256 cattle comprising 133 Sahiwal and 123 Karan Fries cows were used in this study over the years 2017-2019 from Livestock Research Centre (LRC) of ICAR-National Dairy Research Institute, Karnal. The 17 udder and teat traits were fore udder attachment (FUA), rear udder width (RUW), rear udder height (RUH), udder balance (UB), udder depth (UD), udder length (UL), udder width (UW), udder circumference (UC), central ligament/udder cleft (CL), teat circumference (TC), fore teat length (FTL), rear teat length (RTL), distance between fore and rear teat (DFR), distance between left and right teat (DLR), shortest distance from floor to fore teat (SDFT), shortest distance from floor to rear teat (SDRT) and teat diameter (TD). In the factor analysis, first five latent factors accounted for 62.22% of total variance in udder and teat measurements for Sahiwal cows and 65.67% in Karan Fries (KF) cows, respectively. In Sahiwal cows F1 represented better udder support and wideness (wide udders, udders were supported by strong suspensory ligament), whereas in KF cows, first factor reflected better udder dimension and distance between teats (longer length, width of udder and well placed teats). Factor analysis could reduce the multicollinearity of the data. It can be concluded that inclusion of udder and teat measurements in selection index can be a reliable criteria for selecting cows for higher milk yield.
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