Extension of a haplotype-based genomic prediction model to manage multi-environment wheat data using environmental covariates

Key message A multi-environment genomic prediction model incorporating environmental covariates increased the prediction accuracy of wheat grain protein content. The advantage of the haplotype-based model was dependent upon the trait of interest.