Experiment is done under augmented design.
see following paper n links!
ps.oxfordjournals.org/content/75/5/601.full.pdf
www.stat.ufl.edu/~casella/ShortCourse/SDSC11-1.pdf
hortsci.ashspublications.org/content/41/2/446.full.pdf
What type of augmented design are you talking about? I'd assume you have plots, sub plots, replications within plots, etc, right?
Andrew Ekstrom, Augmented design is incomplete block design with single replication of treatment factors and multiple replicates of standards / checks.
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