Evaluation of body weight and hip height in Nellore cows in a tropical environment
Autor: | Rodrigo de Almeida Teixeira, Joslaine Noely dos Santos Gonçalves Cyrillo, Maria Eugênia Zerlotti Mercadante, L. T. Dias, Lenira El Faro, Juliana Varchaki Portes |
---|---|
Rok vydání: | 2020 |
Předmět: |
0301 basic medicine
General Veterinary 0402 animal and dairy science 04 agricultural and veterinary sciences Heritability Residual Random effects model 040201 dairy & animal science Degree (temperature) 03 medical and health sciences 030104 developmental biology Statistics Covariate Additive genetic effects Animal Science and Zoology Legendre polynomials Selection (genetic algorithm) Mathematics |
Zdroj: | Livestock Science. 233:103953 |
ISSN: | 1871-1413 |
DOI: | 10.1016/j.livsci.2020.103953 |
Popis: | The aim of this study was to evaluate random regression models to estimate genetic parameters for body weight and hip height in Nellore females and identify the best time to select these characteristics for adult size control. The dataset comprised 33,569 body weight and 31,804 height records from 3,860 and 3,487 females, respectively. Contemporary group and physiological state (for body weight analysis) were modeled as fixed effects, whereas age at birth (both linear and quadratic effects) and Legendre polynomials of age at (k = 4) as covariates. Random effects, including the additive genetic effects, and the animal permanent environment effect and the dam (for body weight analysis), were also included in the model. Random effects were modeled by Legendre polynomials of degree k in [3, 6], while residues were considered to be homogeneous or heterogeneous. The best model for body weight included heterogeneous residual variance with 21 classes and Legendre polynomials of degree k = 3, k = 6 and k = 1 for the additive genetic effects, animal and maternal permanent environment effects, respectively. The best model for hip height included homogeneous residual variance and Legendre polynomials of degree k = 4 and k = 3 for the additive genetic effects and animal permanent environment effect, respectively. Heritability estimates were moderate to high and suggest the studied characteristics could be used for maintaining cow size, being the selection at 3 years sufficient to get the desired size. |
Databáze: | OpenAIRE |
Externí odkaz: |