[HTML][HTML] Use of genomic selection and breeding simulation in cross prediction for improvement of yield and quality in wheat (Triticum aestivum L.)

J Yao, D Zhao, X Chen, Y Zhang, J Wang - The Crop Journal, 2018 - Elsevier
… in the selected progenies than the individual trait selection. It was concluded that combining
genomic selection with simulation allows the prediction of cross performance in simulated

Evaluation of genomic selection training population designs and genotyping strategies in plant breeding programs using simulation

JM Hickey, S Dreisigacker, J Crossa, S Hearne… - Crop …, 2014 - Wiley Online Library
… in plant breeding programs. This research used simulation to evaluate the effectiveness
of different strategies for genotyping and phenotyping to enable genomic selection in early …

Genomic selection in plant breeding: methods, models, and perspectives

J Crossa, P Pérez-Rodríguez, J Cuevas… - Trends in plant …, 2017 - cell.com
breeding research in Sub-Saharan Africa, India, and Mexico has shown that genomic selection
can reduce the breeding … A genomic selection index applied to simulated and real data. …

Genomic selection in cereal breeding

CD Robertsen, RL Hjortshøj, LL Janss - Agronomy, 2019 - mdpi.com
Genomic (or genome-wide) selection (GS) is a method … breeding as a method to predict
breeding values of individuals based on markers covering the whole genome using simulated

Resource allocation for maximizing prediction accuracy and genetic gain of genomic selection in plant breeding: a simulation experiment

AJ Lorenz - G3: Genes, Genomes, Genetics, 2013 - academic.oup.com
… This paper reports the results of simulations aimed at exploring the effect of resource … gain
of genomic selection models applied to progenies in a genomic recurrent selection scheme. …

Genomic selection in dairy cattle simulated populations

L de Oliveira Seno, DGF Guidolin… - Journal of Dairy …, 2018 - cambridge.org
… based on EBVs estimated by BLUP; and GEBV is selection based on genomic estimated
breeding values in one step, using high (GBlup) and low (GBlupi) density panels. Results …

Optimizing genomic selection for a sorghum breeding program in Haiti: A simulation study

KT Muleta, G Pressoir, GP Morris - G3: Genes, Genomes …, 2019 - academic.oup.com
… used simulations to identify conditions under which genomic-assisted recurrent selection
(… GARS2 and GARS3, with two and three cycles of genomic selection per year, respectively, …

Genomic selection

ME Goddard, BJ Hayes - Journal of Animal breeding and …, 2007 - Wiley Online Library
… Using simulation, they showed that the breeding value could be predicted with an accuracy
… but uses a random set of genome-wide markers to predict breeding value. The hope is that, …

Dynamics of long-term genomic selection

JL Jannink - Genetics Selection Evolution, 2010 - Springer
Simulation and empirical studies of genomic selection (GS) show accuracies sufficient to
generate rapid gains in early selection … for genomic selection, it is needed in crop breeding for …

Prospects for genomic selection in conifer breeding: a simulation study of Cryptomeria japonica

H Iwata, T Hayashi, Y Tsumura - Tree genetics & genomes, 2011 - Springer
… GS for conifer breeding, we simulated 60-year breeding programs in Cryptomeria … simulated
60 years of breeding programs in C. japonica to evaluate the efficiency of different breeding