Table 4.
Genotype-based cluster | Phenotype-based cluster | Shape-based cluster | ||||||||||||||||||||||
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Country | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
China | 3 | 48 | 14 | 37 | 4 | 2 | 31 | 19 | 1 | 15 | 54 | 27 | 46 | 6 | 8 | 1 | 20 | 24 | 24 | 25 | 14 | 14 | 18 | 19 |
Japan | 0 | 8 | 3 | 1 | 27 | 5 | 2 | 0 | 1 | 3 | 9 | 9 | 16 | 3 | 3 | 2 | 5 | 4 | 6 | 4 | 3 | 5 | 14 | 5 |
Korea | 3 | 17 | 1 | 0 | 7 | 0 | 3 | 0 | 1 | 0 | 17 | 5 | 7 | 1 | 0 | 0 | 5 | 5 | 4 | 5 | 4 | 1 | 2 | 5 |
Other | 1 | 6 | 2 | 3 | 2 | 1 | 2 | 0 | 0 | 1 | 5 | 4 | 4 | 1 | 2 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 4 | 3 |
Russia | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 7 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 7 | 0 | 3 | 3 | 1 | 3 |
USA | 22 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 8 | 8 | 1 | 0 | 0 | 3 | 1 | 5 | 6 | 2 | 5 | 1 | 0 |
29 | 96 | 20 | 41 | 40 | 8 | 38 | 20 | 3 | 23 | 98 | 56 | 83 | 12 | 13 | 4 | 35 | 35 | 48 | 42 | 28 | 29 | 40 | 35 | |
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MG | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
1 | 1 | 12 | 0 | 3 | 2 | 0 | 0 | 1 | 0 | 2 | 8 | 4 | 4 | 1 | 0 | 0 | 5 | 4 | 2 | 3 | 2 | 2 | 0 | 1 |
2 | 7 | 45 | 12 | 22 | 2 | 6 | 17 | 4 | 1 | 12 | 32 | 28 | 27 | 5 | 6 | 4 | 12 | 11 | 18 | 19 | 11 | 10 | 17 | 17 |
3 | 20 | 39 | 8 | 16 | 36 | 2 | 21 | 14 | 2 | 8 | 58 | 23 | 52 | 6 | 7 | 0 | 18 | 20 | 15 | 26 | 28 | 15 | 12 | 22 |
4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
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Growth habit | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
Determinate | 1 | 29 | 3 | 12 | 34 | 1 | 1 | 7 | 2 | 11 | 24 | 12 | 30 | 4 | 5 | 0 | 16 | 7 | 11 | 13 | 10 | 8 | 9 | 14 |
Semideterminate | 2 | 7 | 4 | 18 | 3 | 0 | 3 | 3 | 0 | 2 | 16 | 7 | 12 | 2 | 0 | 1 | 2 | 0 | 5 | 7 | 4 | 6 | 1 | 9 |
Indeterminate | 26 | 60 | 13 | 11 | 3 | 7 | 34 | 10 | 1 | 10 | 58 | 37 | 41 | 6 | 8 | 3 | 17 | 22 | 19 | 28 | 28 | 14 | 19 | 17 |
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Diversity | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
Diverse | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 4 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 3 | 2 | 1 | 0 |
Elite | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 4 | 5 | 1 | 0 | 0 | 0 | 1 | 1 | 3 | 3 | 0 | 4 | 1 |
Landrace | 7 | 95 | 20 | 41 | 40 | 8 | 38 | 20 | 3 | 23 | 92 | 48 | 75 | 11 | 13 | 4 | 35 | 32 | 34 | 43 | 36 | 26 | 24 | 39 |
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Root trait | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
TRL | 218 | 229 | 235 | 222 | 220 | 148 | 205 | 229 | 309 | 274 | 244 | 219 | 198 | 175 | 152 | 119 | 255 | 232 | 225 | 234 | 207 | 223 | 190 | 197 |
PRL | 37.3 | 36.5 | 37.2 | 34.4 | 35.9 | 33.8 | 35.1 | 36.2 | 37.9 | 37.2 | 36.8 | 36.7 | 35.1 | 34.4 | 32.5 | 30.7 | 36.2 | 36.5 | 36.0 | 36.1 | 36.1 | 35.6 | 35.9 | 35.2 |
WID | 16.7 | 17.1 | 17.8 | 15.3 | 16.4 | 12.0 | 15.9 | 16.9 | 20.6 | 19.2 | 17.7 | 16.6 | 15.2 | 13.5 | 12.6 | 9.8 | 18.9 | 17.3 | 16.8 | 17.0 | 16.2 | 16.6 | 14.5 | 14.2 |
CVA | 316 | 319 | 336 | 272 | 300 | 207 | 283 | 312 | 406 | 368 | 333 | 308 | 273 | 240 | 208 | 155 | 354 | 321 | 310 | 313 | 298 | 302 | 267 | 254 |
LRB | 72.4 | 73.6 | 75.4 | 75.2 | 73.3 | 59.5 | 67.5 | 72.6 | 78.9 | 78.7 | 75.5 | 73.9 | 70.2 | 66.0 | 59.4 | 50.7 | 74.1 | 74.0 | 72.3 | 75.7 | 71.1 | 70.5 | 68.9 | 71.8 |
VOL | 163 | 168 | 182 | 154 | 165 | 96.1 | 129 | 164 | 209 | 189 | 171 | 164 | 146 | 137 | 107 | 87.7 | 180 | 167 | 162 | 166 | 155 | 149 | 145 | 143 |
LRA | 87.1 | 87.0 | 87.5 | 86.6 | 87.0 | 85.9 | 86.5 | 87.0 | 87.5 | 87.2 | 87.2 | 87.1 | 86.6 | 86.4 | 86.1 | 86.4 | 87.2 | 87.4 | 86.7 | 86.8 | 86.8 | 86.9 | 86.9 | 86.7 |
SOL2 | 138 | 133 | 136 | 116 | 130 | 133 | 132 | 130 | 125 | 127 | 129 | 134 | 131 | 131 | 131 | 126 | 132 | 132 | 131 | 127 | 137 | 129 | 134 | 123 |
LED | 2.77 | 2.81 | 3.01 | 2.33 | 2.77 | 1.95 | 2.63 | 2.65 | 3.13 | 2.98 | 2.86 | 2.72 | 2.57 | 2.22 | 2.10 | 1.93 | 2.98 | 2.89 | 2.80 | 2.71 | 2.76 | 2.61 | 2.53 | 2.24 |
RHZO | 3754 | 3914 | 4033 | 3756 | 3712 | 2620 | 3566 | 3926 | 5279 | 4654 | 4177 | 3753 | 3387 | 3004 | 2685 | 2073 | 4361 | 3959 | 3848 | 3996 | 3544 | 3815 | 3244 | 3383 |
TRL_GR | 148 | 157 | 162 | 149 | 148 | 99.4 | 136 | 157 | 213 | 185 | 166 | 150 | 134 | 113 | 104 | 82.9 | 172 | 159 | 152 | 160 | 142 | 150 | 128 | 131 |
TRLUpper | 149 | 156 | 165 | 140 | 150 | 87.1 | 136 | 152 | 220 | 189 | 166 | 148 | 130 | 109 | 91.5 | 72.0 | 176 | 159 | 152 | 156 | 141 | 147 | 126 | 123 |
Root_weight | 0.102 | 0.100 | 0.099 | 0.091 | 0.101 | 0.047 | 0.072 | 0.085 | 0.144 | 0.111 | 0.101 | 0.097 | 0.086 | 0.073 | 0.053 | 0.045 | 0.108 | 0.099 | 0.096 | 0.098 | 0.090 | 0.093 | 0.081 | 0.078 |
PBC mean | 4.00 | 3.72 | 3.35 | 4.15 | 4.12 | 6.88 | 4.55 | 3.70 | 1.00 | 2.00 | 3.00 | 4.00 | 5.00 | 6.00 | 7.00 | 8.00 | 2.71 | 3.6 | 3.89 | 4.52 | 4.52 | 3.93 | 5.24 | 4.97 |
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iRoot mean rank | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H | A | B | C | D | E | F | G | H |
Drought Tol. | 158 | 134 | 135 | 157 | 150 | 239 | 182 | 132 | 5 | 30 | 85 | 140 | 217 | 255 | 282 | 291 | 116 | 142 | 146 | 108 | 182 | 136 | 191 | 160 |
N. Foraging | 149 | 119 | 90 | 171 | 155 | 282 | 188 | 132 | 22 | 57 | 95 | 150 | 203 | 219 | 247 | 247 | 57 | 108 | 135 | 116 | 175 | 146 | 212 | 228 |
Umbrella | 117 | 119 | 77 | 202 | 152 | 263 | 189 | 137 | 3 | 20 | 80 | 151 | 217 | 265 | 280 | 291 | 80 | 104 | 136 | 138 | 155 | 155 | 180 | 222 |
Beard | 184 | 157 | 189 | 68 | 143 | 132 | 162 | 145 | 25 | 60 | 95 | 137 | 202 | 244 | 273 | 275 | 172 | 182 | 160 | 118 | 177 | 138 | 156 | 83 |
Maximum | 128 | 116 | 87 | 170 | 151 | 277 | 212 | 143 | 141 | 130 | 143 | 159 | 151 | 138 | 132 | 133 | 71 | 113 | 138 | 122 | 171 | 154 | 197 | 211 |
iRoot rank mean | 147 | 129 | 116 | 154 | 150 | 239 | 187 | 138 | 39 | 59 | 100 | 147 | 198 | 224 | 243 | 247 | 99 | 130 | 143 | 120 | 172 | 146 | 187 | 181 |