%0 Generic
%A Belamkar, Vikas
%A Guttieri, Mary J.
%A Hussain, Waseem
%A Jarquín, Diego
%A El-basyoni, Ibrahim
%A Poland, Jesse
%A J. Lorenz, Aaron
%A Baenziger, P. Stephen
%D 2018
%T Supplemental Material for Belamkar et al., 2018
%U https://gsajournals.figshare.com/articles/dataset/Supplemental_Material_for_Belamkar_et_al_2018/6249410
%R 10.25387/g3.6249410.v1
%2 https://gsajournals.figshare.com/ndownloader/files/11422121
%2 https://gsajournals.figshare.com/ndownloader/files/11422100
%2 https://gsajournals.figshare.com/ndownloader/files/11422106
%2 https://gsajournals.figshare.com/ndownloader/files/11422109
%2 https://gsajournals.figshare.com/ndownloader/files/11422115
%2 https://gsajournals.figshare.com/ndownloader/files/11422112
%2 https://gsajournals.figshare.com/ndownloader/files/11422103
%2 https://gsajournals.figshare.com/ndownloader/files/11422118
%K Genomic prediction
%K Triticum aestivum
%K spatial variation
%K genotyping-by-sequencing
%K genomic best linear unbiased prediction
%K R script
%K SNP markers
%K Agronomy
%K Bioinformatics
%K Genomics
%K Molecular Biology
%K Plant Biology
%K Quantitative Genetics (incl. Disease and Trait Mapping Genetics)
%X File S1 contains supplementary Tables S1-S2 and
Figures S1-S7.
File S2 has details of the preliminary yield trials (F3:6)
and advanced yield trials (F3:7) grown in 2012-2015 and 2013-2016.
The experimental design, number of locations, number of replicates per
location, heritability for yield within and across locations is provided.
File
S3 contains the R script developed for analyzing preliminary yield trials (F3:6)
grown in an augmented design. Mixed models incorporated both experimental
design and spatial variation.
File S4 provides an example phenotypic dataset
for utilizing the R script provided in File S3.
File S5 shows the SNP calling
accuracy of 20 lines genotyped by genotyping-by-sequencing at least twice
(biological replicates) over the years. The accuracy is presented as sequential
pairwise comparisons of 20 unique samples.
File S6 contains the yield data
(best linear unbiased predictors) of the preliminary yield trials (F3:6)
grown in 2012-2015 used for genomic selection.
File S7 contains the SNP marker
data of 26,925 SNPs on the 1,110 F3:6 lines grown in 2012-2015. The
homozygous major, homozygous minor, and heterozygous genotypes are coded as 1,
0, and 0.5 in the genotype matrix.
File S8 shows the Akaike Information
Criterion (AIC) values and the residual plots for each of the mixed models
tested for the yield data collected on the preliminary yield trial (F3:6)
grown in McCook, NE in 2014.
%I GSA Journals