Table 1. Genetic parameters (with standard deviation - SD) and phenotypic adjustment for the traits plant architecture (arch.), lodging (lodg.) and grain productivity (prod.) for common bean, estimated separately for each environment and in joint analysis, considering the 188 genotypes used in the GWAS and RHM.

Local	Parameter	Arch.(SD)	Lodg. (SD)	Prod. (kg/ha) (SD)
Goiás	Num. of inbred lines	192	192	192
	Phenotypic mean	4.36 (0.09)	4.32 (0.08)	1544.60 (140)
	h2 plot means	0.82 (0.10)	0.77 (0.07)	0.30 (0.04)
	$r_{g\widehat{g}}$*	0.91 (0.08)	0.88 (0.06)	0.55 (0.03)
Paraná	Num. of inbred lines	136	136	190
	Phenotypic mean	4.96 (0.10)	4.60 (0.11)	1585.42 (145)
	h2 plot means	0.82 (0.12)	0.87 (0.09)	0.57 (0.05)
	$r_{g\widehat{g}}$	0.91 (0.09)	0.93 (0.08)	0.75 (0.08)
Combined	h2 plot means	0.72 (0.05)	0.67 (0.04)	0.03 (0.001)
	$r_{g\widehat{g}}$	0.85 (0.08)	0.82 (0.06)	0.17 (0.02)
	${\mathit{h}}_{\mathit{total}}^2$	0.81 (0.05)	0.79 (0.04)	0.43 (0.05)
	${\mathit{c}}_{\mathit{int}}^2$	0.17 (21%)	0.21 (27%)	0.41 (95%)
	${\mathit{r}}_{\mathit{gl}}$	0.77 (0.10)	0.73 (0.11)	0.04 (0.002)
	Num. of Genotyped lines	181	181	181
	h2G SNP	0.76 (0.09)	0.75 (0.09)	0.32 (0.04)
	Explained herit. (%)	93.83%	94.94%	74.42%
	h2G DArT	0.80 (0.11)	0.76 (0.08)	0.28 (0.06)
	Explained herit. (%)	98.77%	96.20%	65.12%
	h2G SNP+DArT	0.81 (0.08)	0.79 (0.07)	0.31 (0.03)
	Explained herit (%)	≈100.00%	≈100.00%	72.09%

$r_{\text{g}\widehat{\text{g}}}:$ selection accuracy; h²_total: joint heritability; c²_int: coefficient of determination of G × E interaction; ${\mathit{r}}_{\mathit{gl}}$: genetic correlations within a trait across environments; h² plot means: trait heritability of the germplasm data; h²_G: whole genome heritability based on molecular data.