TABLE 6.
The robustness tests of 3D light-time-biomass response model of choy sum seedling.
Model | Region | Variable | Parameters |
ANOVA |
Statistics |
|||||
Coefficient | t-value | Prob > | t| | F value | Prob > F | aAdj. R2 | bRSS | cRMSE | |||
3D light-time-biomass response model | 1 | Light-intensity-based model (This model) | dDW0 | 106.956 | 0 | 4,311* | 0* | 0.993 | 32.638* | 16.3* |
eDWmax | 23.890 | 0 | ||||||||
tm/4 | 91.392 | 0 | ||||||||
k3 | 26.096 | 0 | ||||||||
Im/4 | 45.129 | 0 | ||||||||
k4 | 26.046 | 0 | ||||||||
1 | Light-energy-based model | DW0 | 4.408 | 2.165 × 10–5 | 4,5945 | 0 | 0.999 | 3.048 | 1.7 | |
DWmax | 74.910 | 0 | ||||||||
tm/4 | 300.990 | 0 | ||||||||
k3 | 85.139 | 0 | ||||||||
Em/4 | 135.652 | 0 | ||||||||
k4 | 83.642 | 0 | ||||||||
2 | Light-intensity-based model (This model) | fDWc | 15.006 | 5.517 × 10–6 | 1,113* | 1.9 × 10–8* | 0.850 | 184.831* | 42.8* | |
k5 | 5.491 | 1.530 × 10–3 | ||||||||
k6 | -4.157 | 5.970 × 10–3 | ||||||||
2 | Light-energy-based model | DWc | 15.974 | 3.822 × 10–6 | 1,278 | 1.3 × 10–8 | 0.899 | 161.048 | 12.7 | |
k5 | 5.893 | 1.060 × 10–3 | ||||||||
k6 | -4.306 | 5.060 × 10–3 |
aAdj., adjusted.
bRSS, residual sum of squares.
cRMSE, root mean square error.
dDW0, dry weight of choy sum seed portion that will be developed into the seedling.
eDWmax, the maximal dry weight achieved.
fDWc, the coordinated dry weight in Region 2. RMSE unit for 3D light-time-biomass response model is “mg/seedling.” *Indicated that the data were also shown in Table 2 and Figure 2F for comparison.