Comparison of genomic selection models for exploring predictive ability of complex traits in breeding programs
LF Merrick, AH Carter - The Plant Genome, 2021 - Wiley Online Library
… One such trait, seedling emergence of wheat (Triticum aestivum L.) from deep planting,
presents a unique opportunity to explore the best method to use and implement genetic …
presents a unique opportunity to explore the best method to use and implement genetic …
Genomic selection in plant breeding: knowledge and prospects
AJ Lorenz, S Chao, FG Asoro, EL Heffner… - Advances in …, 2011 - Elsevier
… To add to the existing empirical GS-related studies in plants, we analyzed barley (Hordeum
vulgare), oat (Avena sativa), and wheat (Triticum aestivum) data sets that were obtained as …
vulgare), oat (Avena sativa), and wheat (Triticum aestivum) data sets that were obtained as …
The effect of cycles of genomic selection on the wheat (T. aestivum) genome
MN Arguello-Blanco, CH Sneller - Theoretical and Applied Genetics, 2023 - Springer
… The goal in wheat (Triticum aestivum L.) breeding is to accumulate favorable alleles by
recombining the available genetic diversity in a gene pool into trait-enhanced inbred lines. These …
recombining the available genetic diversity in a gene pool into trait-enhanced inbred lines. These …
Increased genomic prediction accuracy in wheat breeding through spatial adjustment of field trial data
… , in the genomes of 384 wheat (Triticum aestivum) genotypes … genomic selection models,
the accuracy of predicted traits increased with spatial adjustment. Multiple genomic selection …
the accuracy of predicted traits increased with spatial adjustment. Multiple genomic selection …
Improving and maintaining winter hardiness and frost tolerance in bread wheat by genomic selection
S Michel, F Löschenberger, J Hellinger… - Frontiers in Plant …, 2019 - frontiersin.org
… The plant material in this study comprised a total of 504 F 4:6 and F 5:7 generation or
double haploid winter wheat breeding lines (Triticum aestivum L.) from a commercial breeding …
double haploid winter wheat breeding lines (Triticum aestivum L.) from a commercial breeding …
Characterization of a Wheat Breeders' Array suitable for high‐throughput SNP genotyping of global accessions of hexaploid bread wheat (Triticum aestivum)
AM Allen, MO Winfield, AJ Burridge… - Plant biotechnology …, 2017 - Wiley Online Library
… genomic selection. By making the array and resulting data available to the global community,
we hope to demonstrate the utility of this platform for researchers worldwide. Developing …
we hope to demonstrate the utility of this platform for researchers worldwide. Developing …
Strategies for selecting crosses using genomic prediction in two wheat breeding programs
… wheat (Triticum aestivum L.… genome-wide marker effects simultaneously (Meuwissen et al.,
2001). When these predictions are used as a selection strategy, it is called genomic selection …
2001). When these predictions are used as a selection strategy, it is called genomic selection …
Genomic selection for end-use quality and processing traits in soft white winter wheat breeding program with machine and deep learning models
… Wheat (Triticum aestivum L.) breeding programs mainly focus on improving grain yield, biotic
… Genomic selection (GS) opens the potential for selecting improved end-use quality lines. …
… Genomic selection (GS) opens the potential for selecting improved end-use quality lines. …
Unlocking diversity in germplasm collections via genomic selection: a case study based on quantitative adult plant resistance to stripe rust in spring wheat
… Genomic selection (GS) has the potential to enhance the use of desirable genetic variation
in germplasm collections through predicting the genomic … GS for wheat (Triticum aestivum L.) …
in germplasm collections through predicting the genomic … GS for wheat (Triticum aestivum L.) …
Optimizing plant breeding programs for genomic selection
… [10]; after which the approach has been successfully implemented in other cereal grains
such as wheat (Triticum aestivum L.), barley (Hordeum vulgare L.), and oat (Avena sativa L.) [10,…
such as wheat (Triticum aestivum L.), barley (Hordeum vulgare L.), and oat (Avena sativa L.) [10,…