Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data
The automatic milking system (AMS) provides a large amount of information characterizing the course of each milking cow, which is not available in the conventional system. The aim of our study was to estimate heritability and genetic correlations for milk yield (MY), milking frequency (MF), and spee...
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doaj-866262309a9943f7b30c6b21e7799b892021-07-23T13:27:15ZengMDPI AGAnimals2076-26152021-06-01111943194310.3390/ani11071943Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System DataJoanna Aerts0Dariusz Piwczyński1Heydar Ghiasi2Beata Sitkowska3Magdalena Kolenda4Hasan Önder5Lely Services B.V., Cornelis van der Lelylaan 1, 3147 PB Maassluis, The NetherlandsDepartment of Animal Biotechnology and Genetics, Faculty of Animal Breeding and Biology, UTP University of Science and Technology, 85-084 Bydgoszcz, PolandDepartment of Animal Science, Faculty of Agricultural Science, Payame Noor University, Tehran P.O. Box 19395-3697, IranDepartment of Animal Biotechnology and Genetics, Faculty of Animal Breeding and Biology, UTP University of Science and Technology, 85-084 Bydgoszcz, PolandDepartment of Animal Biotechnology and Genetics, Faculty of Animal Breeding and Biology, UTP University of Science and Technology, 85-084 Bydgoszcz, PolandDepartment of Animal Science, Ondokuz Mayis University, Samsun 55139, TurkeyThe automatic milking system (AMS) provides a large amount of information characterizing the course of each milking cow, which is not available in the conventional system. The aim of our study was to estimate heritability and genetic correlations for milk yield (MY), milking frequency (MF), and speed (MS) for 1713 Polish Holstein-Friesian primiparous cows milked in barns with an AMS. Daily heritability indicators estimated using second-order Legendre polynomials and Random Regression Models showed high variation during lactation, ranging 0.131–0.345 for MY, 0.153–0.322 for MF, and 0.336–0.493 for MS. The rates of genetic correlation between traits ranged: 0.561–0.929 for MY-MF, (−0.255)−0.090 for MF-MS, (−0.174)−0.020 for MY-MS. It is possible to carry out effective selection for milking speed, which provides an opportunity to increase the number of cows per milking robot, and thus increase the profitability of production in the herd. The results proved that selection for milk yield and daily milking frequency is also feasible. The research showed a high, positive genetic correlation between milking frequency and milk yield, which allows us to conclude that preferring breeding cows with a natural tendency to frequent visits to the milking robot should indirectly improve the genetic basis of milking.https://www.mdpi.com/2076-2615/11/7/1943milkHolstein-Friesianmilking robotsheritabilitycorrelations |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Joanna Aerts Dariusz Piwczyński Heydar Ghiasi Beata Sitkowska Magdalena Kolenda Hasan Önder |
spellingShingle |
Joanna Aerts Dariusz Piwczyński Heydar Ghiasi Beata Sitkowska Magdalena Kolenda Hasan Önder Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data Animals milk Holstein-Friesian milking robots heritability correlations |
author_facet |
Joanna Aerts Dariusz Piwczyński Heydar Ghiasi Beata Sitkowska Magdalena Kolenda Hasan Önder |
author_sort |
Joanna Aerts |
title |
Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data |
title_short |
Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data |
title_full |
Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data |
title_fullStr |
Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data |
title_full_unstemmed |
Genetic Parameters Estimation of Milking Traits in Polish Holstein-Friesians Based on Automatic Milking System Data |
title_sort |
genetic parameters estimation of milking traits in polish holstein-friesians based on automatic milking system data |
publisher |
MDPI AG |
series |
Animals |
issn |
2076-2615 |
publishDate |
2021-06-01 |
description |
The automatic milking system (AMS) provides a large amount of information characterizing the course of each milking cow, which is not available in the conventional system. The aim of our study was to estimate heritability and genetic correlations for milk yield (MY), milking frequency (MF), and speed (MS) for 1713 Polish Holstein-Friesian primiparous cows milked in barns with an AMS. Daily heritability indicators estimated using second-order Legendre polynomials and Random Regression Models showed high variation during lactation, ranging 0.131–0.345 for MY, 0.153–0.322 for MF, and 0.336–0.493 for MS. The rates of genetic correlation between traits ranged: 0.561–0.929 for MY-MF, (−0.255)−0.090 for MF-MS, (−0.174)−0.020 for MY-MS. It is possible to carry out effective selection for milking speed, which provides an opportunity to increase the number of cows per milking robot, and thus increase the profitability of production in the herd. The results proved that selection for milk yield and daily milking frequency is also feasible. The research showed a high, positive genetic correlation between milking frequency and milk yield, which allows us to conclude that preferring breeding cows with a natural tendency to frequent visits to the milking robot should indirectly improve the genetic basis of milking. |
topic |
milk Holstein-Friesian milking robots heritability correlations |
url |
https://www.mdpi.com/2076-2615/11/7/1943 |
work_keys_str_mv |
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