Genomewide prediction of tropical maize single-crosses
MP Mendes, CL de Souza Jr - Euphytica, 2016 - Springer
Genomic selection studies usually use few environmental models to predict progenies from
biparental crosses. However, in a maize breeding program, numerous crosses need to be …
biparental crosses. However, in a maize breeding program, numerous crosses need to be …
Genomic prediction across structured hybrid populations and environments in maize
Genomic prediction (GP) across different populations and environments should be
enhanced to increase the efficiency of crop breeding. In this study, four populations were …
enhanced to increase the efficiency of crop breeding. In this study, four populations were …
Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years
Key message The calibration data for genomic prediction should represent the full genetic
spectrum of a breeding program. Data heterogeneity is minimized by connecting data …
spectrum of a breeding program. Data heterogeneity is minimized by connecting data …
Novel strategies for genomic prediction of untested single-cross maize hybrids using unbalanced historical data
Key message Weighted outperformed unweighted genomic prediction using an unbalanced
dataset representative of a commercial breeding program. Moreover, the use of the two …
dataset representative of a commercial breeding program. Moreover, the use of the two …
Boosting predictive ability of tropical maize hybrids via genotype‐by‐environment interaction under multivariate GBLUP models
M Dalsente Krause, KOG Dias… - Crop …, 2020 - Wiley Online Library
Genomic selection has been implemented in several plant and animal breeding programs
and it has proven to improve efficiency and maximize genetic gains. Phenotypic data of …
and it has proven to improve efficiency and maximize genetic gains. Phenotypic data of …
Optimizing genomic-enabled prediction in small-scale maize hybrid breeding programs: a roadmap review
R Fritsche-Neto, G Galli, KLR Borges… - Frontiers in Plant …, 2021 - frontiersin.org
The usefulness of genomic prediction (GP) for many animal and plant breeding programs
has been highlighted for many studies in the last 20 years. In maize breeding programs …
has been highlighted for many studies in the last 20 years. In maize breeding programs …
Effect of trait heritability, training population size and marker density on genomic prediction accuracy estimation in 22 bi-parental tropical maize populations
Genomic selection is being used increasingly in plant breeding to accelerate genetic gain
per unit time. One of the most important applications of genomic selection in maize breeding …
per unit time. One of the most important applications of genomic selection in maize breeding …
Genetic relatedness and the ratio of subpopulation‐common alleles are related in genomic prediction across structured subpopulations in maize
Genomic prediction (GP), which could predict the breeding value of crop plants genotyped
with molecular markers, has been carried out in multiple species. Prediction accuracy (PA) …
with molecular markers, has been carried out in multiple species. Prediction accuracy (PA) …
Genomic prediction in a large African maize population
Genomic prediction (GP) combines genomewide marker data with phenotypic data in a
training population to predict the genomic estimated breeding values of untested individuals …
training population to predict the genomic estimated breeding values of untested individuals …
Effectiveness of genomic prediction of maize hybrid performance in different breeding populations and environments
Genomic prediction is expected to considerably increase genetic gains by increasing
selection intensity and accelerating the breeding cycle. In this study, marker effects …
selection intensity and accelerating the breeding cycle. In this study, marker effects …