Article
Performance of phenomic selection in rice: Effects of population size and genotype-environment interactions on predictive ability.
PloS one - 1 Jan 2024
de Verdal Hugues, Segura Vincent, Pot David, Salas Niclolas, Garin Vincent, Rakotoson Tatiana, Raboin Louis-Marie, VomBrocke Kirsten, Dusserre Julie, Castro Pacheco Sergio Antonion, Grenier Cecile
Abstract excerpt
Phenomic prediction (PP), a novel approach utilizing Near Infrared Spectroscopy (NIRS) data, offers an alternative to genomic prediction (GP) for breeding applications. In PP, a hyperspectral relationship matrix replaces the genomic relationship matrix, potentially capturing both additive and non-additive genetic effects. While PP boasts advantages in cost and throughput compared to GP, the factors influencing...
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