Trait
|
GS model
|
Imputation method
|
---|
MI-30%
|
EM-30%
|
MI-60%
|
kNN-Fam-60%
|
SVD-60%
|
---|
HT
|
RR-BLUP
|
0.56 ± 0.0013
|
0.58 ± 0.001
|
0.60 ± 0.001
|
0.63 ± 0.001
|
0.61 ± 0.001
|
GRR
|
0.50 ± 0.002
|
0.48 ± 0.004
|
0.57 ± 0.003
|
0.62 ± 0.002
|
0.58 ± 0.002
|
DBH
|
RR-BLUP
|
0.71 ± 0.001
|
0.72 ± 0.001
|
0.75 ± 0.001
|
0.77 ± 0.001
|
0.76 ± 0.001
|
GRR
|
0.71 ± 0.001
|
0.73 ± 0.001
|
0.74 ± 0.001
|
0.77 ± 0.001
|
0.75 ± 0.001
|
VOL
|
RR-BLUP
|
0.67 ± 0.001
|
0.68 ± 0.001
|
0.71 ± 0.001
|
0.73 ± 0.001
|
0.72 ± 0.001
|
GRR
|
0.67 ± 0.001
|
0.68 ± 0.001
|
0.70 ± 0.001
|
0.72 ± 0.001
|
0.71 ± 0.001
|
V
Dir
|
RR-BLUP
|
0.59 ± 0.001
|
0.61 ± 0.001
|
0.63 ± 0.001
|
0.67 ± 0.001
|
0.65 ± 0.001
|
GRR
|
0.52 ± 0.004
|
0.50 ± 0.003
|
0.62 ± 0.002
|
0.66 ± 0.001
|
0.62 ± 0.006
|
WD
Res
|
RR-BLUP
|
0.56 ± 0.001
|
0.58 ± 0.001
|
0.62 ± 0.001
|
0.64 ± 0.001
|
0.63 ± 0.001
|
GRR
|
0.48 ± 0.002
|
0.47 ± 0.003
|
0.59 ± 0.003
|
0.64 ± 0.002
|
0.60 ± 0.003
|
WD
X-ray
|
RR-BLUP
|
0.55 ± 0.001
|
0.56 ± 0.001
|
0.59 ± 0.001
|
0.62 ± 0.001
|
0.61 ± 0.001
|
GRR
|
0.54 ± 0.002
|
0.55 ± 0.001
|
0.59 ± 0.002
|
0.62 ± 0.001
|
0.60 ± 0.002
|
MoE
d
|
RR-BLUP
|
0.50 ± 0.001
|
0.61 ± 0.001
|
0.63 ± 0.001
|
0.67 ± 0.001
|
0.65 ± 0.001
|
GRR
|
0.50 ± 0.013
|
0.56 ± 0.002
|
0.63 ± 0.002
|
0.66 ± 0.001
|
0.64 ± 0.002
|
Ave.
|
RR-BLUP
|
0.59 ± 0.073
|
0.62 ± 0.059
|
0.65 ± 0.060
|
0.68 ± 0.055
|
0.66 ± 0.057
|
GRR
|
0.56 ± 0.091
|
0.57 ± 0.101
|
0.63 ± 0.063
|
0.67 ± 0.056
|
0.64 ± 0.063
|
- Traits are HT: height in m; DBH: diameter at breast height in cm; VOL: stem volume in m3; VDir: acoustic velocity in km/s; WDRes: resistance to drilling; WDX-ray: wood density in kg/m3 using X-ray densitometry; MoEd: dynamic modulus of elasticity.