Accuracy of genomic selection for grain yield and agronomic traits in soft red winter wheat

BMC Genomic Data

Table 1 Heritability and yield across different populations of soft red winter wheat used for genomic selection

Population	No. of lines	Dataset	Environments ^a	Mean (t ha^− 1)	Min	Max	H ^{2 b}
Training population	239	ABLUP	FAY14, FAY15, KEI15, MAR15, OKL15, NPT15 STU14, ROH15	3.10	0.07	7.14	0.48
		BLUP14	FAY14, STU14	2.91	0.37	6.49	0.40
		BLUP15	FAY15, KEI15, MAR15, OKL15, NPT15, ROH15	3.31	0.07	7.60	0.80
		NBLUP	FAY14, FAY15, KEI15, OKL15	3.32	0.07	7.14	0.61
		SBLUP	MAR14, MAR15, STU14, ROH15	2.88	0.37	5.66	0.60
‘NC-Neuse’ x ‘Bess’ (NB)	100	NB_ALL	FAY15, FAY16, FAY17, NPT16, NPT17	3.63	0.03	7.49	0.70
		NB_FAY	FAY15, FAY16, FAY17	4.38	1.04	7.49	0.70
		NB_NPT	NPT16, NPT17	2.82	0.03	5.91	0.45
‘Pioneer Brand 26R61’ x ‘AGS 2000’ (PA)	156	PA_ALL	FAY12, FAY13, FAY14, GA12, GA13, LA13, MAR13, MAR14, STU13, STU14, TX12, TX13	4.40^c	1.86	6.25	0.33
		PA_Cluster1	FAY12, STU12, FAY14	4.09	3.34	4.81	0.50
		PA_Cluster2	FAY13, MAR14	4.69	3.34	5.69	0.63
		PA_Cluster3	GA12, GA13	5.56	1.47	7.41	0.85
		PA_Cluster4	MAR13, STU13, TX12, TX13	4.00	2.81	4.98	0.66

^a Indicate site-years included to calculate BLUP for each dataset used for genomic selection
^b Broad-sense heritability, calculated using the formula: H²\( =\frac{\sigma_G^2}{\sigma_G^2+{\sigma}_{\frac{GEI}{e}}^2+{\sigma}_{\frac{E}{er}}^2\ } \)
^c Results adapted from Mason et al. [18]

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