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...

Full description

Bibliographic Details
Main Authors: Joanna Aerts, Dariusz Piwczyński, Heydar Ghiasi, Beata Sitkowska, Magdalena Kolenda, Hasan Önder
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Animals
Subjects:
Online Access:https://www.mdpi.com/2076-2615/11/7/1943
id doaj-866262309a9943f7b30c6b21e7799b89
record_format Article
spelling 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 AT joannaaerts geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
AT dariuszpiwczynski geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
AT heydarghiasi geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
AT beatasitkowska geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
AT magdalenakolenda geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
AT hasanonder geneticparametersestimationofmilkingtraitsinpolishholsteinfriesiansbasedonautomaticmilkingsystemdata
_version_ 1721289923819995136