Article
Phenomic selection in wheat breeding: identification and optimisation of factors influencing prediction accuracy and comparison to genomic selection.
TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Mar 2022
Robert Pauline, Auzanneau Jérôme, Goudemand Ellen, Oury François-Xavier, Rolland Bernard, Heumez Emmanuel, Bouchet Sophie, Le Gouis Jacques, Rincent Renaud
Abstract excerpt
KEY MESSAGE: Phenomic selection is a promising alternative or complement to genomic selection in wheat breeding. Models combining spectra from different environments maximise the predictive ability of grain yield and heading date of wheat breeding lines. Phenomic selection (PS) is a recent breeding approach similar to genomic selection (GS) except that genotyping is replaced by near-infrared (NIR) spectroscopy....
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