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Open access Aug 2026

Improving hybrid breeding efficiency in winter oilseed rape under sparse multi-environment testing

Balanced, relationship-based omission, multi-environment predictions, and pedigree-genomic matrices improve genomic predictions, highlighting breeder’s ability to influence performance through strategic training set design and model choice. Genomic prediction is increasingly applied in plant breeding, yet its robustnes...

L. Thomsen, M. Frisch, C. Flachenecker et al. · 0 citations
Open access Sep 2026

Next Generation Mining of Genebanks: Harnessing Sorghum ( Sorghum bicolor (L.) Moench) Germplasm in the Uganda National Genebank Through Genomic Prediction

Germplasm in genebanks is vital for crop improvement, yet it often lacks information on key traits of interest to users. Genomic prediction offers great potential to use genomic estimated breeding values as a proxy for phenotypic records. This minimizes the expensive and laborious large‐scale evaluation of large gene...

R. Mufumbo, M. Nyine, A. Ozimati et al. · 0 citations

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