Table 4.
CIELAB L*, a*, b* colour parameters of the wheat-OFSP-pumpkin composite bread as influenced by flour proportions and baking conditions
| Experimental runs | Wheat flour (%) | OFSP flour (%) | Pumpkin flour (%) | Baking temp. (o C) | Baking time (min) | Crust colour | Crumb colour | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| L* | a* | b* | L* | a* | b* | ||||||
| F1 | 52.5 | 22.5 | 25.0 | 170 | 19 | 38.21 ± 0.19m | 16.57 ± 0.06d | 22.89 ± 0.15i | 49.67 ± 0.33n | 8.77 ± 0.03i | 34.7 ± 0.11k |
| F2 | 40.0 | 50.0 | 10.0 | 200 | 17 | 32.87 ± 0.25r | 9.88 ± 0.03pq | 19.52 ± 0.18l | 43.30 ± 0.21v | 9.54 ± 0.05h | 35.28 ± 0.16j |
| F3 | 61.9 | 19.8 | 18.3 | 190 | 23 | 33.63 ± 0.20q | 13.51 ± 0.09k | 11.69 ± 0.21s | 53.08 ± 0.47k | 6.63 ± 0.02l | 24.89 ± 0.09s |
| F4 | 54.6 | 33.2 | 12.2 | 150 | 19 | 50.71 ± 0.15d | 13.17 ± 0.04l | 35.46 ± 0.30c | 51.57 ± 0.61l | 8.01 ± 0.07j | 38.29 ± 0.20e |
| F5 | 80.0 | 10.0 | 10.0 | 180 | 17 | 49.80 ± 0.38f | 14.93 ± 0.02h | 13.18 ± 0.09r | 62.25 ± 0.95c | 4.13 ± 0.02p | 20.57 ± 0.08u |
| F6 | 40.0 | 20.0 | 40.0 | 150 | 17 | 37.10 ± 0.27n | 16.32 ± 0.03e | 35.49 ± 0.17c | 43.10 ± 0.68w | 11.87 ± 0.03a | 49.01 ± 0.19b |
| F7 | 55.2 | 10.0 | 34.8 | 180 | 23 | 27.23 ± 0.24u | 14.73 ± 0.03i | 11.35 ± 0.06t | 50.44 ± 0.13m | 7.96 ± 0.08j | 27.60 ± 0.34q |
| F8 | 40.0 | 50.0 | 10.0 | 150 | 25 | 42.98 ± 0.12j | 15.80 ± 0.05f | 35.63 ± 0.19b | 45.02 ± 0.75q | 10.50 ± 0.03e | 44.21 ± 0.47c |
| F9 | 40.0 | 37.9 | 22.1 | 200 | 15 | 30.63 ± 0.33s | 12.01 ± 0.07n | 17.80 ± 0.05n | 43.90 ± 0.82t | 10.72 ± 0.04d | 36.85 ± 0.19h |
| F10 | 80.0 | 10.0 | 10.0 | 200 | 15 | 44.92 ± 0.18i | 15.13 ± 0.02g | 9.27 ± 0.08u | 61.45 ± 0.29d | 4.47 ± 0.03o | 20.50 ± 0.14u |
| F11 | 80.0 | 10.0 | 10.0 | 200 | 23 | 39.45 ± 0.23l | 15.69 ± 0.08f | 8.85 ± 0.04v | 60.58 ± 0.37e | 3.60 ± 0.02r | 17.49 ± 0.07w |
| F12 | 40.0 | 20.0 | 40.0 | 180 | 21 | 23.06 ± 0.37x | 15.87 ± 0.07f | 14.72 ± 0.13q | 43.65 ± 0.55u | 11.05 ± 0.09c | 35.93 ± 0.09i |
| F13 | 40.0 | 50.0 | 10.0 | 190 | 17 | 36.40 ± 0.14o | 12.93 ± 0.03m | 24.90 ± 0.08g | 43.47 ± 0.31u | 9.72 ± 0.05g | 38.24 ± 0.14e |
| F14 | 43.0 | 17.0 | 40.0 | 170 | 21 | 26.79 ± 0.09v | 18.00 ± 0.12a | 19.10 ± 0.09m | 44.38 ± 0.74s | 10.56 ± 0.08e | 36.97 ± 0.03g |
| F15 | 64.2 | 10.0 | 25.8 | 160 | 21 | 42.01 ± 0.17k | 16.85 ± 0.04c | 20.87 ± 0.10k | 55.64 ± 0.19g | 6.61 ± 0.03lm | 28.05 ± 0.10p |
| F16 | 52.5 | 22.5 | 25.0 | 170 | 19 | 38.19 ± 0.21m | 16.60 ± 0.03d | 22.93 ± 0.12i | 49.64 ± 0.28n | 8.80 ± 0.05i | 34.65 ± 0.06k |
| F17 | 44.8 | 33.0 | 22.2 | 200 | 19 | 27.84 ± 0.06t | 10.64 ± 0.02o | 11.76 ± 0.08s | 47.70 ± 0.16o | 9.67 ± 0.06g | 31.70 ± 0.06l |
| F18 | 40.0 | 50.0 | 10.0 | 150 | 15 | 51.70 ± 0.14c | 14.51 ± 0.10j | 49.61 ± 0.26a | 44.67 ± 0.24r | 10.33 ± 0.04f | 52.86 ± 0.49a |
| F19 | 59.9 | 30.1 | 10.0 | 160 | 15 | 52.82 ± 0.29b | 13.18 ± 0.08l | 32.29 ± 0.15d | 53.90 ± 0.33i | 7.18 ± 0.09k | 35.19 ± 0.20j |
| F20 | 80.0 | 10.0 | 10.0 | 170 | 21 | 50.31 ± 0.08e | 13.50 ± 0.05k | 16.66 ± 0.03o | 62.41 ± 0.41c | 3.98 ± 0.02q | 18.83 ± 0.04v |
| F21 | 40.0 | 50.0 | 10.0 | 200 | 25 | 24.90 ± 0.10w | 9.75 ± 0.07q | 8.42 ± 0.19w | 43.18 ± 0.08w | 9.67 ± 0.07g | 29.42 ± 0.07n |
| F22 | 70.5 | 19.5 | 10.0 | 190 | 15 | 45.70 ± 0.24g | 14.89 ± 0.02h | 16.29 ± 0.04p | 57.60 ± 0.79f | 5.53 ± 0.02n | 25.31 ± 0.03r |
| F23 | 59.9 | 30.1 | 10.0 | 160 | 25 | 45.08 ± 0.09h | 17.01 ± 0.05bc | 25.17 ± 0.16f | 53.49 ± 0.56j | 6.71 ± 0.03l | 30.24 ± 0.12m |
| F24 | 45.9 | 14.1 | 40.0 | 160 | 17 | 35.62 ± 0.17p | 17.16 ± 0.09b | 27.09 ± 0.07e | 46.76 ± 0.48p | 11.02 ± 0.02c | 41.65 ± 0.37d |
| F25 | 64.2 | 10.0 | 25.8 | 150 | 21 | 45.03 ± 0.40hi | 15.72 ± 0.14f | 24.53 ± 0.12h | 55.11 ± 0.32h | 6.49 ± 0.05m | 29.23 ± 0.11o |
| F26 | 80.0 | 10.0 | 10.0 | 150 | 15 | 59.83 ± 0.31a | 7.19 ± 0.07r | 21.92 ± 0.06j | 64.19 ± 0.17b | 4.13 ± 0.04p | 22.01 ± 0.05t |
| F27 | 49.2 | 10.8 | 40.0 | 180 | 15 | 32.90 ± 0.16r | 16.92 ± 0.05c | 17.83 ± 0.18n | 50.38 ± 0.25m | 11.17 ± 0.08b | 37.40 ± 0.21f |
| Control | 100.0 | 0.0 | 0.0 | 200 | 21 | 59.87 ± 0.24a | 10.03 ± 0.08p | 4.76 ± 0.12x | 74.93 ± 0.38a | -0.89 ± 0.02s | 11.51 ± 0.17x |
| Cross model (flour mixture × baking conditions) | Linear × linear | Linear × quadr | Linear × linear | Linear × linear | Linear × linear | Linear × linear |
|---|---|---|---|---|---|---|
| Model (F-value) | 7328.81*** | 5216.07*** | 2023.56*** | 766.08*** | 3188.36*** | 2028.39*** |
| Lack-of-fit (F-value) | 54.130 ns | 2.483 ns | 14.661 ns | 6.205 ns | 8.950 ns | 0.178 ns |
| Coefficient of determination (R2) | 0.9993 | 0.9887 | 0.9989 | 0.9971 | 0.9905 | 0.9981 |
| Adjusted R2 | 0.9975 | 0.9882 | 0.9967 | 0.9958 | 0.9893 | 0.9976 |
Colour values are average ± standard deviation (n = 5). Values within the same column that have different letters are significantly different (p < 0.05). *** P < 0.0001; ns means not significant (p > 0.05); L* lightness; a* redness and b* yellowness