Table 2.
Date | d.a.s. | GDD | Growth stage | Heritability (H²) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
NIR | NIR_VIS | VIS | NIR_RE | NIR_RE_VIS | RE | RE_VIS | ||||
2015 | ||||||||||
150424 | 171 | 194 | Tillering | 0.29 | 0.29 | 0.53 | 0.32 | 0.16 | 0.27 | 0.29 |
150625 | 233 | 782 | Late milk | 0.39 | 0.69 | 0.86 | 0.61 | 0.70 | 0.61 | 0.73 |
150707 | 245 | 978 | Soft dough | 0.52 | 0.66 | 0.85 | 0.70 | 0.75 | 0.72 | 0.72 |
150716 | 254 | 1101 | Hard dough | 0.74 | 0.78 | 0.92 | 0.76 | 0.76 | 0.76 | 0.77 |
2016 | ||||||||||
160405 | 175 | 200 | Leaf development | 0.59 | 0.59 | 0.64 | 0.56 | 0.60 | 0.61 | 0.59 |
160411 | 181 | 217 | Tillering | 0.58 | 0.64 | 0.70 | 0.53 | 0.52 | 0.56 | 0.60 |
160421 | 191 | 254 | Tillering | 0.77 | 0.78 | 0.89 | 0.59 | 0.62 | 0.66 | 0.75 |
160518 | 218 | 385 | Stem elongation | 0.81 | 0.50 | 0.72 | 0.64 | 0.68 | 0.60 | 0.64 |
160529 | 229 | 487 | Booting | 0.91 | 0.66 | 0.77 | 0.86 | 0.86 | 0.80 | 0.80 |
160610 | 241 | 615 | Anthesis | 0.91 | 0.86 | 0.91 | 0.89 | 0.90 | 0.86 | 0.88 |
160614 | 245 | 655 | Early milk | 0.91 | 0.88 | 0.93 | 0.84 | 0.91 | 0.87 | 0.91 |
160623 | 254 | 766 | Milk | 0.85 | 0.83 | 0.94 | 0.89 | 0.90 | 0.86 | 0.89 |
160628 | 259 | 839 | Late milk | 0.84 | 0.85 | 0.94 | 0.91 | 0.92 | 0.90 | 0.89 |
160708 | 269 | 969.5 | Early dough | 0.78 | 0.85 | 0.93 | 0.89 | 0.91 | 0.87 | 0.87 |
160710 | 271 | 1001 | Soft dough | 0.83 | 0.80 | 0.94 | 0.88 | 0.90 | 0.83 | 0.83 |
160719 | 280 | 1116 | Hard dough | 0.74 | 0.90 | 0.92 | 0.90 | 0.90 | 0.88 | 0.87 |
2017 | ||||||||||
170331 | 159 | 109 | Leaf development | 0.77 | 0.77 | 0.71 | 0.74 | 0.75 | 0.77 | 0.77 |
170413 | 172 | 167 | Tillering | 0.70 | 0.77 | 0.81 | 0.77 | 0.72 | 0.77 | 0.77 |
170517 | 206 | 297 | Stem elongation | 0.85 | 0.59 | 0.66 | 0.82 | 0.85 | 0.81 | 0.69 |
170525 | 214 | 372 | Booting | 0.82 | 0.15 | 0.43 | 0.83 | 0.80 | 0.72 | 0.45 |
170608 | 228 | 534 | Anthesis | 0.94 | 0.91 | 0.88 | 0.93 | 0.94 | 0.92 | 0.87 |
170614 | 234 | 609 | Anthesis | 0.92 | 0.40 | 0.65 | 0.91 | 0.87 | 0.80 | 0.66 |
170621 | 241 | 706 | Milk | 0.82 | 0.33 | 0.65 | 0.90 | 0.86 | 0.79 | 0.66 |
170701 | 251 | 862 | Early dough | 0.86 | 0.72 | 0.87 | 0.90 | 0.93 | 0.90 | 0.83 |
170705 | 255 | 915 | Soft dough | 0.58 | 0.89 | 0.94 | 0.93 | 0.95 | 0.94 | 0.92 |
170711 | 261 | 1017 | Hard dough | 0.96 | 0.96 | 0.96 | 0.95 | 0.95 | 0.95 | 0.95 |
SVIs are grouped according to the included spectral regions (Table 3; Supplementary Figure 1). See Supplementary Table 2 for heritability values by indices. Dates of are listed as year/month/day with days after sowing (d.a.s.) and growing degree days based on a 5°C threshold.