J. T. B. Chagas

Stacked enviromic-genomic models improve prediction of genotype performance in new environments.

Genotype-by-environment interaction is a major challenge for breeding programs, limiting the predictive ability of genomic selection in untested environments. We propose a Stacked Generalization framework that integrates linear mixed models (factor analytic and genomic best linear unbiased prediction), enviromic reacti...