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Browsing by Subject "genetic parameters"

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  • Niemi, Helka (2013)
    Genetic parameters and relationships were estimated for production, herd life, and udder traits for Finnish Ayrshire and Holstein cows. Data consisted of 25,521 Ayrshire cows and 7703 Holstein cows, born from 1994 to 2005. The estimated production traits were first lactation milk yield and lifetime milk yield, estimated herd life traits were total days in milk and number of lactations. The estimated udder traits were fore attachment, fore teat placement, median suspensory, total udder, rear attachment width, rear attachment length, rear teat placement, balance, teat length, teat thickness, and udder depth. Heritabilities and genetic correlations between traits were calculated by REML using the DMU software. Heritabilities for lifetime milk and herd life traits were near zero. Heritability for first lactation milk was 0.25 for Ayrshire and 0.19 for Holstein. The estimates of heritabilities for udder traits were mainly low to moderate ranging from 0.15 to 0.32. Teat length (Ayrshire 0.32; Holstein 0.29) and udder depth (Ayrshire 0.30; Holstein 0.31) had the highest heritabilities. The genetic correlations between first lactation milk and lifetime milk were moderate (Ayrshire 0.37; Holstein 0.47). Teat length and thickness had a negative genetic correlation to lifetime milk and both herd life traits. The highest positive genetic correlations were between udder depth and herd life traits and between total udder and herd life traits in Ayrshire, ranging from 0.35 to 0.37. Direct selection on lifetime and herd life traits would not be effective because of the low heritabilities and, because longer generation intervals are associated with these traits. Alternatively, progress can be made in herd life traits by putting selection emphasis on udder depth and avoiding thick and long teats.
  • Vattulainen, Jenni (2020)
    Linear scoring of livestock and farm animals has been in use since the 1980’s. In Europe, the first linear evaluations in horse breeding were conducted in 1989. In Finland, the linear evaluation was introduced into breeding evaluation of warmblood horses in 2015. So far, there is only a limited amount of research available about the heritabilities calculated from linear evaluation. Some of the studies have shown that the judge has a statistically significant effect on the linear conformation evaluation of the horse. The heritabilites from these studies have varied within different researches. The highest siginificant heritabilities have been found for conformation traits. For now, only warmblood horses are being evaluated linearly in Finland. The aim of this study was to estimate the heritabilities of the leg and movement traits from show data between 2015 – 2019 and to estimate the genetic correlations between different traits. All in all 26 traits were analyzed in the study. There were 915 horses in the data. Observations were gathered from 29 different shows in Finland. Both geldings, mares and stallions were represented in the data, mares being the largest group of gender. From one singular age group, the two – year- old mares had the greatest amount of observations. Based on the year of birth, horses born in 2015 had the most observations. The year of birth did not, however, have any significance on the results. Both the age and the gender of the horse did have a statistic significance on the results. Also the location of the show and the year of observation had some significance. Heritibilities of leg traits based on this data were extremely low, ranging between 0,00 – 0,11. The heritabilities of type and movement traits ranged between 0,00 and 0,28. Standard errors of heritabilities ranged between 0,09 – 0,14. Genetic correlations between the traits ranged between weak to strong. Standard errors of genetic correlations ranged between 0,04 – 0,13. To get reliable heritability parameters, more data and research is needed about the linear scoring of horses.
  • Mäkelä, Heini (2021)
    Including feed efficiency in a selection index and its estimation on farms cannot be done by dry matter intake, because it’s not possible to measure dry matter intake on farms. It could be possible to evaluate dry matter intake by using rumination time as an indicator trait. Many farms already have devices to observe rumination. To be a useful candidate trait in selective breeding, rumination time needs to be heritable. The aim of this study was to evaluate genetic parameters of daily rumination time in first three lactations in Finnish Ayrshire. The data was received from FABA co-op and it contained production-, insemination-, calving- and herd data as well as pedigree data of Finnish Ayrshire cows. In addition, rumination data collected by Heatime and SenseHub equipments, were included in the study with the permission of SCR Engineers Ltd. The data was edited into the form to be processed and examined with RStudio, pedigree data was processed with RelaX2 and variance components for daily rumination time and daily milk production were computed by REML method with DMU. Tables and graphs were made in their final form with Excel spreadsheet software. Two separate materials were made from the data: the data of first-time calved cows and the data of 1 to 3 times calved cows. The data was studied as two-trait repeatability model in which observations of rumination time were from all lactation stages. The heritability of rumination time was 0,14 (SE 0,05) for primiparous cows and 0,19 (SE 0,02) for cows having 1 to 3 lactations. The genetic correlation between rumination time and milk production was 0,05 (SE 0,21) for primiparous cows and 0,31 (SE 0,06) for cows having 1 to 3 lactations. Daily rumination time is a heritable trait and hence it can be used as a direct or indicator trait in selective breeding. Further studies of the genetic correlations between rumination time and dry matter intake should be done to evaluate the usability of rumination time as an indicator of dry matter intake.
  • Valkonen, Merja (2012)
    The main objective of this study was to estimate genetic parameters to aggression- and fear-related traits in Rottweiler-breed. We also determined which kind of variables could be useful in genetic studies. We used a questionnaire which was sent to Rottweiler owners. Genetic parameters were estimated from a data including responses from owners of 510 dogs. Analysis were carried out with Restricted Maximum Likelihood method for three different variables: owner impression, behaviour components and single behaviour guestions. Heritability estimates for different types of aggression and fear were low or moderate. Most common aggression was dog-directed aggression while owner-directer aggression was most rare. Aggressive behaviour was divided into three genetic complex: social unsureness, aggression in encounter situations and sharpness. The widest complex, social unsureness, had highest heritability estimate. Dog’s aggression in social situations was related to fear and unsureness. Owner impression –guestions and behaviour components could be useful when studying personality traits because they measure a wider complex than just a single behaviour. In this study social dogs had less aggressive and fearful behaviour. It could be possible to reduce aggression- and fear-related behaviour problems by raising dog’s sociality by breeding. This study showed that owner impressions could be used to measure dog’s sociality.