Table 1.
Experimental design matrix to screen for variables that determine the yield of essential oil from fresh leaves of Oyama sieboldii and ANOVA resultsa.
| Run | BBD experimentsb |
ANOVA |
|||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | Y | Source | Sum of squares | Degree of freedom | Mean square | F-value | P-value | ||||
| 1 | 385 | 0.64 | 30 | 13.44 | Modelb | 133.60 | 9 | 14.84 | 172.66 | <0.0001c | |||
| 2 | 700 | 0.64 | 30 | 19.09 | X1 | 55.46 | 1 | 55.46 | 645.09 | <0.0001c | |||
| 3 | 385 | 1.07 | 30 | 13.39 | X2 | 0.06 | 1 | 0.06 | 0.65 | 0.4482 | |||
| 4 | 700 | 1.07 | 30 | 18.96 | X3 | 26.23 | 1 | 26.23 | 305.13 | <0.0001c | |||
| 5 | 385 | 0.86 | 20 | 12.94 | X1 X2 | 0.00 | 1 | 0.00 | 0.01 | 0.9132 | |||
| 6 | 700 | 0.86 | 20 | 16.81 | X1 X3 | 1.12 | 1 | 1.12 | 13.02 | 0.0086c | |||
| 7 | 385 | 0.86 | 40 | 15.83 | X2 X3 | 0.66 | 1 | 0.66 | 7.70 | 0.0275c | |||
| 8 | 700 | 0.86 | 40 | 21.81 | X12 | 20.60 | 1 | 20.60 | 239.59 | <0.0001c | |||
| 9 | 540 | 0.64 | 20 | 15.14 | X22 | 16.64 | 1 | 16.64 | 193.55 | <0.0001c | |||
| 10 | 540 | 1.07 | 20 | 15.71 | X32 | 7.80 | 1 | 7.80 | 90.72 | <0.0001c | |||
| 11 | 540 | 0.64 | 40 | 19.25 | Residual | 0.60 | 7 | 0.09 | |||||
| 12 | 540 | 1.07 | 40 | 18.19 | Lack of fit | 0.46 | 3 | 0.15 | 4.25 | 0.0980 | |||
| 13 | 540 | 0.86 | 30 | 20.31 | Pure error | 0.14 | 4 | 0.04 | |||||
| 14 | 540 | 0.86 | 30 | 20.55 | Corrected total | 134.20 | 16 | ||||||
| 15 | 540 | 0.86 | 30 | 20.14 | Credibility analysis of the regression equations | ||||||||
| 16 | 540 | 0.86 | 30 | 20.59 | Index mark | Standard deviation | Mean | Coefficient of variation % | Press | R2 | Adjust R2 | Predicted R2 | Adequacy precision |
| 17 | 540 | 0.86 | 30 | 20.51 | Y | 0.29 | 17.80 | 1.65 | 7.55 | 0.9955 | 0.9897 | 0.9437 | 39.52 |
The results were obtained with Design Expert 7.0 software.
X1 is the microwave irradiation power (W), X2 is the amount of magnesium chloride (mmol/gDW), X3 is the microwave irradiation time (min), and Y is total yield of essential oil (mL/kgDW).
Significant at P < 0.05.