Background There is increasing empirical evidence that whole-genome prediction (WGP) is
a powerful tool for predicting line and hybrid performance in maize. However, there is a lack …

Genome-wide prediction is a promising approach to boost selection gain in hybrid breeding.
Our main objective was to evaluate the potential and limits of genome-wide prediction to …

The ability to predict the agronomic performance of single-crosses with high precision is
essential for selecting superior candidates for hybrid breeding. With recent technological …

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 …

Genomic prediction is a promising approach for accelerating the genetic gain of complex
traits in wheat breeding. However, increasing the prediction accuracy (PA) of genomic …

Genomic prediction is expected to considerably increase genetic gains by increasing
selection intensity and accelerating the breeding cycle. In this study, marker effects …

Genomic selection has become a reality in plant breeding programs with the reduction in
genotyping costs. Especially in maize breeding programs, it emerges as a promising tool for …

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 …

Single-cross hybrids have been critical to the improvement of maize (Zea mays L.), but the
characterization of their genetic architectures remains challenging. Previous studies of …

A successful strategy for prediction of crop yield that accounts for the effects of genotype,
environment and their interactions with management will create many opportunities for …