“…To diminish the impact of this defect and enhance the reliability of the results, the population was planted in multiple years and locations. In addition to the previous five tests (Wang et al 2012), the field experiments were also conducted again in two locations in 2011, and thus the phenotyping was performed in seven environments in total. Except for the experiments with single-row plots and one replication at Aurora, SD, USA in 2007 and2008 (designated as E07 andE08, respectively), all the RILs were planted in two-row plots with two replications in a randomized complete block design at Aurora, SD in 2009(E09AU and E10AU), Beresford, SD in 2009and 2011(E09BF and E11BF), and Volga, SD in 2011.…”