Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions

@article{Heslot2013IntegratingEC,
  title={Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions},
  author={Nicolas Heslot and Deniz Akdemir and Mark E Sorrells and Jean-Luc Jannink},
  journal={Theoretical and Applied Genetics},
  year={2013},
  volume={127},
  pages={463-480}
}
Development of models to predict genotype by environment interactions, in unobserved environments, using environmental covariates, a crop model and genomic selection. Application to a large winter wheat dataset. Genotype by environment interaction (G*E) is one of the key issues when analyzing phenotypes. The use of environment data to model G*E has long been a subject of interest but is limited by the same problems as those addressed by genomic selection methods: a large number of correlated… CONTINUE READING