Table 4.
Growth model | Initial concentration (CFU mL−1) | Lag time (h) | Growth rate (OD units h−1) |
y
0
(OD units) |
C
(OD units) |
β | r 2 | SSE | RMSE |
---|---|---|---|---|---|---|---|---|---|
Three-phase linear | 102 | 14.80 (14.60–15.00) |
0.103 (0.100–0.105) |
0.161 (0.115–0.207) |
1.622 | 0.995 | 0.0200 | 0.0250 | |
104 | 9.70 (9.53–9.86) |
0.110 (0.107–0.112) |
0.167 (0.111–0.223) |
1.656 | 0.996 | 0.0150 | 0.0220 | ||
106 | 4.44 (4.27–4.61) |
0.111 (0.108–0.113) |
0.176 (0.113–0.239) |
1.600 | 0.996 | 0.0150 | 0.0224 | ||
| |||||||||
Gompertz | 102 | 15.46 (15.29–15.62) |
0.117 (0.115–0.119) |
0.144 (0.137–0.152) |
1.794 (1.780–1.807) |
0.999 | 0.0700 | 0.0227 | |
104 | 10.29 (10.13–10.46) |
0.125 (0.123–0.128) |
0.146 (0.137–0.155) |
1.799 (1.785–1.812) |
0.999 | 0.0663 | 0.0227 | ||
106 | 4.65 (4.42–4.89) |
0.125 (0.122–0.127) |
0.123 (0.106–0.140) |
1.783 (1.761–1.805) |
0.999 | 0.0597 | 0.0237 | ||
| |||||||||
Logistic | 102 | 15.51 (15.12–15.90) |
0.117 (0.113–0.121) |
0.105 (0.088–0.121) |
1.784 (1.758–1.810) |
0.997 | 0.2544 | 0.0433 | |
104 | 9.95 (9.56–10.33) |
0.123 (0.119–0.126) |
0.078 (0.057–0.094) |
1.834 (1.808–1.860) |
0.997 | 0.1825 | 0.0376 | ||
106 | 3.67 (3.46–3.89) |
0.120 (0.117–0.123) |
0.000a | 1.875 (1.864–1.887) |
0.997 | 0.1232 | 0.0339 | ||
| |||||||||
Richards | 102 | 15.46 (15.18–15.73) |
0.00008 (−0.016–0.016) |
0.144 (0.137–0.152) |
1.794 (1.772–1.816) |
0.00024 (−0.049–0.049) |
0.999 | 0.0670 | 0.0228 |
104 | 10.29 (9.98–10.61) |
0.0001 (−0.063–0.063) |
0.146 (0.135–0.156) |
1.799 (1.778–1.819) |
0.00041 (−0.185–0.186) |
0.999 | 0.0663 | 0.0228 | |
106 | 4.65 (4.41–4.90) |
0.0002 (−0.107–0.107) |
0.123 (0.086–0.159) |
1.783 (1.743–1.824) |
0.00062 (−0.316–0.317) |
0.999 | 0.0598 | 0.0239 | |
| |||||||||
Baranyi | 102 | 14.31 (13.87–14.75) |
0.101 (0.097–0.105) |
0.126 | 1.742 (1.727–1.756) |
0.996 | 0.0445 | ||
104 | 8.96 (8.50–9.41) |
0.107 (0.103–0.111) |
0.115 | 1.777 (1.763–1.789) |
0.996 | 0.0445 | |||
106 | 2.72 (2.07–3.38) |
0.104 (0.099–0.109) |
0.060 | 1.791 (1.776–1.806) |
0.994 | 0.0483 |
aValue fixed at bound.