Skip to main content
Have a personal or library account? Click to login
Heritabilities, genetic and phenotypic correlations between body conformation and milking traits of Holstein-Friesian cows milked by milking robots Cover

Heritabilities, genetic and phenotypic correlations between body conformation and milking traits of Holstein-Friesian cows milked by milking robots

Open Access
|Oct 2026

Figures & Tables

Table 1

Descriptive statistics of studied body conformation traits and milking parameters

TraitMean valueSDCV (%)
Body conformation traits
UD6.01.220.00
TL4.71.123.65
RUW5.31.018.24
RUH5.90.914.73
RTP6.61.117.26
FTP5.21.018.72
FA5.51.018.44
CL5.91.322.42
AY6.21.016.18
FTA5.11.325.59
RLRV5.61.323.28
HS145.34.12.81
BD6.21.218.39
CW5.21.325.26
RA5.31.121.12
RW5.41.019.46
RLS5.61.018.04
Milking parameters
MY31.037.1723.09
ME1.560.3924.87
AN1.400.3122.14
AT11.526.1553.38

Abbreviations: UD: udder depth [pts]; TL: teat length [pts]; RUW: rear udder width [pts]; RUH: rear udder height [pts]; RTP: rear teat placement [pts]; FTP: front teat placement [pts]; FA: fore udder attachment [pts]; CL: central ligament [pts]; AY: angularity [pts]; FTA: foot angle [pts]; RLRV: rear legs rear view [pts]; HS: height at sacrum [cm]; BD: body depth [pts]; CW: chest width [pts]; RA: rump angle [pts]; RW: rump width [pts]; RLS: rear legs set [pts]; MY: milk yield [kg/day]; ME: milking efficiency [kg/min]; AN: attachment number [n/milking]; AT: attachment time [s/milking].

Table 2

Heritabilities of studied body conformation traits and milking parameters

Trait σ 2 a SE (σ 2 a ) σ 2 e SE (σ 2 e ) h 2 SE (h2)
Body conformation traits
UD0.51420.15420.65050.13700.4420.122
TL0.45840.12070.70770.10070.3930.096
RUW0.26270.08920.54190.08310.3270.105
RUH0.13620.06360.53450.06390.2030.092
RTP0.15210.08420.93790.09130.1400.075
FTP0.18010.09780.71800.09620.2010.106
FA0.40890.15300.61480.13680.3990.140
CL0.41940.18801.17670.17880.2630.113
AY0.31880.10340.50640.09210.3860.116
FTA0.65780.22500.84590.19770.4380.138
RLRV0.17470.08131.06860.09370.1410.064
HS5.57411.19893.75180.98980.5980.112
BD0.25860.11130.79260.10760.2460.102
CW0.27530.12390.90900.12070.2330.101
RA0.25560.11590.87040.11430.2270.099
RW0.25270.10920.78320.10630.2440.101
RLS0.16890.09220.79420.09370.1750.093
Milking parameters
MY10.11833.860924.90993.60260.2890.104
ME0.05570.01770.08710.02540.3900.115
AN0.01910.00990.07370.00950.2050.104
AT4.98592.838029.32182.95480.1450.080

σ 2 a = additive genetic variance, σ 2 e = residual variance.

Abbreviations: UD: udder depth [pts]; TL: teat length [pts]; RUW: rear udder width [pts]; RUH: rear udder height [pts]; RTP: rear teat placement [pts]; FTP: front teat placement [pts]; FA: fore udder attachment [pts]; CL: central ligament [pts]; AY: angularity [pts]; FTA: foot angle [pts]; RLRV: rear legs rear view [pts]; HS: height at sacrum [cm]; BD: body depth [pts]; CW: chest width [pts]; RA: rump angle [pts]; RW: rump width [pts]; RLS: rear legs set [pts]; MY: milk yield [kg/day]; ME: milking efficiency [kg/min]; AN: attachment number [n/milking]; AT: attachment time [s/milking].

Table 3

Genetic (r G) and phenotypic correlations (r P) between the body conformation traits and milk yield, ME, AN, and AT

Traits r G r P r G r P r G r P r G r P
MYMEANAT
UD–0.281–0.0960.174–0.001–0.185–0.043–0.456–0.060
TL0.0990.102–0.251–0.1390.254–0.0450.798–0.070
RUW0.1620.291–0.1050.0870.844–0.0030.977–0.012
RUH0.1620.199–0.1210.1000.494–0.0350.939–0.025
RTP–0.0530.006–0.159–0.0240.5930.0350.8840.070
FTP0.1440.0240.142–0.020–0.038–0.005–0.3810.026
FA0.1020.1910.198–0.017–0.607–0.099–0.567–0.128
CL–0.3560.091–0.1460.0190.293–0.0070.3970.023
AY0.5680.2870.3540.1080.198–0.0200.782–0.021
FTA0.3380.1380.051–0.0350.4660.0220.799–0.014
RLRV–0.5230.103–0.339–0.0100.9620.0770.9700.072
HS–0.0200.1270.0580.0320.062–0.072–0.215–0.100
BD0.9730.3080.6460.048–0.150–0.0340.231–0.046
CW–0.0410.1220.3890.009–0.379–0.100–0.575–0.129
RA0.4830.026–0.139–0.024–0.1960.061–0.4680.046
RW–0.0250.1250.662–0.024–0.223–0.075–0.227–0.080
RLS–0.124–0.116–0.3820.0850.074–0.0150.024–0.021

Abbreviations: UD: udder depth [pts]; TL: teat length [pts]; RUW: rear udder width [pts]; RUH: rear udder height [pts]; RTP: rear teat placement [pts]; FTP: front teat placement [pts]; FA: fore udder attachment [pts]; CL: central ligament [pts]; AY: angularity [pts]; FTA: foot angle [pts]; RLRV: rear legs rear view [pts]; HS: height at sacrum [cm]; BD: body depth [pts]; CW: chest width [pts]; RA: rump angle [pts]; RW: rump width [pts]; RLS: rear legs set [pts]; MY: milk yield [kg/day]; ME: milking efficiency [kg/min]; AN: attachment number [n/milking]; AT: attachment time [s/milking].

DOI: https://doi.org/10.2478/aoas-2027-0004 | Journal eISSN: 2300-8733 (formerly 1642-3402) | Journal ISSN: 1642-3402
Language: English
Submitted on: Jan 28, 2026
Accepted on: May 25, 2026
Published on: Oct 28, 2026
Published by: National Research Institute of Animal Production
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Related subjects:

© 2026 Godswill Arinzechukwu Iwuchukwu, Beata Sitkowska, Dariusz Piwczyński, published by National Research Institute of Animal Production
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.