Genomic prediction accuracy for switchgrass traits related to bioenergy within differentiated populations.
Jason D FiedlerChristina LanzatellaSerge J EdméNathan A PalmerGautam SarathRob MitchellChristian M TobiasPublished in: BMC plant biology (2018)
Accuracy was significantly affected by both cross-validation strategy and trait. Accounting for population structure with a cross-validation strategy constrained by accession resulted in accuracies that were 69% lower than apparent accuracies using unconstrained cross-validation. Less accurate genomic selection is anticipated when most of the phenotypic variation exists between populations such as with spring regreening and yield phenotypes.