Integrating high-throughput phenotyping and statistical genomic methods to genetically improve longitudinal traits in crops

FF Moreira, HR Oliveira, JJ Volenec… - Frontiers in Plant …, 2020 - frontiersin.org
The rapid development of remote sensing in agronomic research allows the dynamic nature
of longitudinal traits to be adequately described, which may enhance the genetic …

Up hill, down dale: quantitative genetics of curvaceous traits

K Meyer, M Kirkpatrick - … of the Royal Society B: Biological …, 2005 - royalsocietypublishing.org
'Repeated'measurements for a trait and individual, taken along some continuous scale such
as time, can be thought of as representing points on a curve, where both means and …

Genome-wide association study for birth weight in Nellore cattle points to previously described orthologous genes affecting human and bovine height

YT Utsunomiya, AS Do Carmo, R Carvalheiro… - BMC genetics, 2013 - Springer
Background Birth weight (BW) is an economically important trait in beef cattle, and is
associated with growth-and stature-related traits and calving difficulty. One region of the …

Longitudinal genetic analysis of Nile tilapia (Oreochromis niloticus L.) body weight using a random regression model

MJM Rutten, H Komen, H Bovenhuis - Aquaculture, 2005 - Elsevier
Genetic parameters for body weight at ages over approximately 120 days are scarce in Nile
tilapia. In this study, genetic parameters for body weight in Nile tilapia were estimated for …

Properties of random regression models using linear splines

I Misztal - Journal of Animal Breeding and Genetics, 2006 - Wiley Online Library
Properties of random regression models using linear splines (RRMS) were evaluated with
respect to scale of parameters, numerical properties, changes in variances and strategies to …

[HTML][HTML] Modelación de las funciones de crecimiento aplicadas a la producción animal

DA Agudelo Gómez, MF Cerón Muñoz… - … de Ciencias Pecuarias, 2008 - scielo.org.co
El crecimiento animal es uno de los aspectos más importantes al momento de evaluar la
productividad en las explotaciones dedicadas a la producción de carne y en algunos casos …

Genetic analysis of carcass traits in beef cattle using random regression models

TM Englishby, G Banos, KL Moore… - Journal of animal …, 2016 - academic.oup.com
Livestock mature at different rates depending, in part, on their genetic merit; therefore, the
optimal age at slaughter for progeny of certain sires may differ. The objective of the present …

Utilizing random regression models for genomic prediction of a longitudinal trait derived from high‐throughput phenotyping

M Campbell, H Walia, G Morota - Plant Direct, 2018 - Wiley Online Library
The accessibility of high‐throughput phenotyping platforms in both the greenhouse and
field, as well as the relatively low cost of unmanned aerial vehicles, has provided …

Covariance functions for body weight from birth to maturity in Nellore cows

AA Boligon, MEZ Mercadante, S Forni… - Journal of Animal …, 2010 - academic.oup.com
The objective of this study was to estimate (co) variance functions using random regression
models on Legendre polynomials for the analysis of repeated measures of BW from birth to …

[HTML][HTML] Herdabilidades e correlações entre pesos do nascimento à idade adulta em rebanhos da raça Nelore

AA Boligon, LG Albuquerque… - Revista Brasileira de …, 2009 - SciELO Brasil
Dados de 19.458 animais da raça Nelore, nascidos entre 1975 e 2002 e pertencentes a oito
fazendas participantes do Programa de Melhoramento Genético da Raça Nelore (PMGRN) …