利用熵和信息分析法估算黑白奶牛品种的产奶量,具体取决于其血统归属

О. Karatieieva, Vadim Posukhin
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摘要

在现代现实中,有效管理养牛业的一个重要方面是正确实施选育过程,对具有最高生产质量指标的奶牛进行采样。在这种情况下,应用熵和信息分析是最有效的方法之一,因为它可以尽可能全面地评估动物的经济和实用品质。本研究的目的是评估和分析奶牛生产性状生物系统在奶牛年龄和产地等遗传因素影响下的组织程度。在研究过程中,使用了动物技术中普遍接受的方法,以及在畜牧业中经过调整和修改的信息和熵分析方法。从熵和信息分析中获得的数据表明,对于不同血缘关系的黑白品种牛,系统的组织水平各不相同 - R 从 0.009 到 1.341 位不等。此外,从变异性的角度来看,最稳定的性状是牛奶中的脂肪含量,泌乳期无条件熵水平为 3.333-4.550 位,这表明无组织因素对该性状表现水平的影响较小,而对遗传因素(即起源)的依赖性较大。虽然总的来说,奶牛的嫡系隶属关系对系统的无条件熵和组织指标没有可靠的影响,但观察到了年龄因素对熵指标的影响。因此,所研究的家畜在主要选育特征方面不具有统一性和巩固性,只有牛奶中的脂肪含量显示出较大的可变性,可作为选育工作和提高牛奶生产率水平的灵活材料。因此,在预测特定生产力的遗传性状时,使用信息论的经验数据可作为一种标记,因为熵和信息分析可提供更广泛、更深入的性状变异值。
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The use of entropy and information analysis to estimate the milk productivity of the Black-and-White dairy breed cows depending on their lineal affiliation
In modern realities, an important place for the effective management of the cattle breeding industry is a properly implemented selection and breeding process with the sampling of cows that are marked by the highest indicators of a set of productive qualities. In this case, the application of entropy and information analysis is one of the most expedient, as it makes it possible to assess the economic and useful qualities of animals as fully as possible. The purpose of the study is to evaluate and analyze the degree of organization of the biological system of dairy cattle productive traits under the influence of hereditary factors such as the age and origin of cows. During the research, methods generally accepted in zootechnics and methods using information and entropy analysis, which are adapted and modified in animal husbandry, were used. The data obtained from the entropy and information analysis show that for cattle of the Black-and-White breed of different lineal affiliations, the level of organization of systems varies – R from 0.009 to 1.341 bits. Moreover, the most stable trait from the point of view of variability was the fat content in milk, the level of unconditional entropy in the section of lactations was equal to 3.333-4.550 bits, which indicates a smaller influence of disorganized factors on the level of manifestation of this trait, and a greater dependence on hereditary factors, i.e. origin. Although in general, a reliable influence of the lineal affiliation of cows on indicators of unconditional entropy and organization of the system was not established, the influence of the age factor on indicators of entropy was observed. Thus, the researched livestock is not characterized by uniformity and consolidation in terms of the main selection characteristics, except for the fat content in milk, which indicates a wide range of variability and serves as a flexible material both for selection and breeding work and for increasing the level of milk productivity. Therefore, the use of empirical data of information theory can be a kind of marker when predicting hereditary traits of a particular productivity, since entropy and information analysis provides wider and deeper values of trait variability
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