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. 2017 Aug 18;130(11):2411–2429. doi: 10.1007/s00122-017-2967-4

Table 3.

Correlations

GRAIN_Y EAR_D KERNLS_E TGM GRAIN2.5 HECTOL_W PROTIN_C EXTRCT_C MALTNG_L FRIABLTY VISCOSTY PROTIN_S ATTENUTN
N 187 186 186 187 187 186 187 156 164 151 156 156 156
Mean 66.3 774.5 19.3 46.3 91.7 68.2 10.6 82.3 9.7 86.4 1.49 45.3 81.7
Min 55.0 672.6 16.7 40.1 80.8 64.1 9.5 78.5 8.0 70.7 1.43 34.8 77.6
Max 78.3 944.0 21.7 52.9 97.1 72.0 12.0 84.6 11.0 97.1 1.61 54.2 83.4
Max–min 23.3 271.4 5.1 12.8 16.3 7.9 2.5 6.1 3.0 26.4 0.18 19.4 5.8
Traits Correlation coefficients ρ
GRAIN_Y 1
1
EAR_D 0.59 1
0.35 1
KERNLS_E 0.16ns −0.35 1
0.05ns −0.46 1
TGM 0.54 −0.05ns −0.19 1
0.07ns −0.54 −0.35 1
GRAIN2.5 0.20 −0.12ns −0.04ns 0.48 1
−0.45 −0.42 −0.13ns 0.36 1
HECTOL_W −0.50 −0.26 −0.13ns −0.29 0.04ns 1
−0.26 0.00ns −0.02ns −0.08ns 0.23 1
PROTIN_C −0.88 −0.55 −0.15ns −0.44 −0.09ns 0.58 1
−0.56 −0.26 −0.13ns 0.06ns 0.45 0.56 1
EXTRCT_C 0.61 0.38 0.04ns 0.35 0.39 −0.30 −0.62 1
−0.57 0.02ns 0.27 −0.23 0.16ns 0.09ns 0.02ns 1
MALTNG_L −0.09ns 0.05ns 0.12ns −0.29 0.17ns 0.00ns 0.06ns 0.31 1
−0.47 0.06ns 0.21 −0.48 0.13ns −0.01ns 0.06ns 0.50 1
FRIABLTY 0.66 0.42 0.06ns 0.37 0.28 −0.50 −0.66 0.71 0.22 1
−0.34 −0.02ns 0.10ns −0.16ns 0.10ns −0.25 −0.15ns 0.38 0.41 1
VISCOSTY −0.52 −0.35 −0.09ns −0.24 −0.25 0.34 0.45 −0.72 −0.38 −0.82 1
0.30 −0.03ns 0.00ns 0.25 −0.03ns 0.11ns −0.11ns −0.58 −0.52 −0.81 1
PROTIN_S 0.50 0.33 −0.03ns 0.29 0.29 −0.38 −0.53 0.76 0.38 0.73 −0.70 1
−0.46 0.01ns −0.11ns −0.15ns 0.03ns −0.15ns −0.05ns 0.56 0.52 0.57 −0.57 1
ATTENUTN 0.43 0.18ns 0.06ns 0.28 0.34 −0.14ns −0.40 0.64 0.26 0.63 −0.72 0.60 1
−0.36 −0.12ns 0.01ns −0.12ns 0.13ns 0.21 0.19ns 0.37 0.35 0.48 −0.59 0.26 1

Categorization: 0.25 < |ρ| < 0.45 weak, 0.45 ≤ |ρ| < 0.65 moderate, 0.65 ≤ |ρ| < 0.85 strong, 0.85 ≤ |ρ| very strong

N number of varieties, Mean average over variety means, Min smallest variety mean, Max largest variety mean, Upper value phenotypic correlation coefficient ρ p, Lower value genetic correlation coefficient ρ g, GRAIN_Y grain yield at 86% dry matter, EAR_D single ear density, KERNLS_E number of kernels per ear, TGM thousand grain mass at 86% dry matter, GRAIN2.5 grain fraction with kernel size >2.5 mm, HECTOL_W hectoliter weight (test weight), PROTIN_C crude grain protein concentration (% of dry matter), EXTRCT_C extract content in dry matter (%), MALTNG_L malting loss, FRIABLTY friability, VISCOSTY viscosity, PROTIN_S protein solution degree (Kolbach value), ATTENUTN final attenuation degree

nsNot significant different from zero at 1% level