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. 2020 Aug 10;10:13479. doi: 10.1038/s41598-020-70251-3

Table 1.

FCCCD matrix used for simultaneous adsorption of malachite green and chromium ions by using E. intestinalis.

Std Run Type X1 X2 X3 X4 X5 Malachite green removal (%) Chromium removal (%)
Actual Predicted Residuals Actual Predicted Residuals
32 1 Fact 1 1 1 1 1 89.56 90.26 − 0.70 83.88 84.16 − 0.28
33 2 Axial − 1 0 0 0 0 7.79 10.22 − 2.43 47.14 46.85 0.29
12 3 Fact 1 1 − 1 1 − 1 87.13 92.52 − 5.39 86.00 86.16 − 0.16
17 4 Fact − 1 − 1 − 1 − 1 1 10.93 5.95 4.98 53.37 52.69 0.67
45 5 Center 0 0 0 0 0 81.70 77.10 4.61 72.74 73.82 − 1.08
22 6 Fact 1 − 1 1 − 1 1 89.13 89.62 − 0.49 85.78 84.18 1.60
19 7 Fact − 1 1 − 1 − 1 1 4.58 9.48 − 4.90 55.02 53.60 1.42
37 8 Axial 0 0 − 1 0 0 55.37 58.83 − 3.46 70.61 70.51 0.10
25 9 Fact − 1 − 1 − 1 1 1 9.67 11.54 − 1.87 53.58 55.20 − 1.62
39 10 Axial 0 0 0 − 1 0 85.01 90.42 − 5.41 82.36 84.14 − 1.79
8 11 Fact 1 1 1 − 1 − 1 84.23 79.85 4.38 80.49 80.32 0.16
50 12 Center 0 0 0 0 0 77.82 77.10 0.72 74.14 73.82 0.32
38 13 Axial 0 0 1 0 0 55.82 58.07 − 2.26 68.79 68.99 − 0.20
42 14 Axial 0 0 0 0 1 82.33 85.31 − 2.98 67.62 68.94 − 1.32
47 15 Center 0 0 0 0 0 79.98 77.10 2.88 73.94 73.82 0.12
30 16 Fact 1 − 1 1 1 1 86.74 90.19 − 3.45 82.50 83.28 − 0.78
21 17 Fact − 1 − 1 1 − 1 1 10.61 8.13 2.48 48.58 49.71 − 1.14
9 18 Fact − 1 − 1 − 1 1 − 1 24.19 29.79 − 5.60 63.07 63.97 − 0.89
27 19 Fact − 1 1 − 1 1 1 27.88 28.02 − 0.14 64.81 63.25 1.56
2 20 Fact 1 − 1 − 1 − 1 − 1 86.58 85.85 0.73 75.74 75.17 0.58
24 21 Fact 1 1 1 − 1 1 79.36 76.74 2.62 79.65 77.92 1.73
48 22 Center 0 0 0 0 0 77.42 77.10 0.32 74.07 73.82 0.25
23 23 Fact − 1 1 1 − 1 1 8.50 8.97 − 0.47 48.44 49.70 − 1.26
31 24 Fact − 1 1 1 1 1 28.46 28.59 − 0.14 53.70 54.37 − 0.66
3 25 Fact − 1 1 − 1 − 1 − 1 44.30 41.27 3.03 67.95 68.40 − 0.45
28 26 Fact 1 1 − 1 1 1 83.89 79.80 4.09 75.75 76.41 − 0.66
46 27 Center 0 0 0 0 0 80.22 77.10 3.12 74.77 73.82 0.95
7 28 Fact − 1 1 1 − 1 − 1 24.26 26.59 − 2.34 56.93 56.68 0.25
18 29 Fact 1 − 1 − 1 − 1 1 75.67 77.55 − 1.88 69.73 70.52 − 0.80
26 30 Fact 1 − 1 − 1 1 1 78.11 77.03 1.07 75.33 74.60 0.72
11 31 Fact − 1 1 − 1 1 − 1 59.91 55.25 4.65 76.79 77.58 − 0.79
40 32 Axial 0 0 0 1 0 97.39 97.70 − 0.30 89.98 88.29 1.69
1 33 Fact − 1 − 1 − 1 − 1 − 1 30.12 28.76 1.36 61.80 61.92 − 0.12
35 34 Axial 0 − 1 0 0 0 71.03 75.27 − 4.24 76.96 76.05 0.91
16 35 Fact 1 1 1 1 − 1 85.07 88.82 − 3.75 86.47 86.10 0.37
4 36 Fact 1 1 − 1 − 1 − 1 83.89 84.63 − 0.74 75.61 75.40 0.22
14 37 Fact 1 − 1 1 1 − 1 84.63 79.77 4.86 78.83 79.65 − 0.82
29 38 Fact − 1 − 1 1 1 1 16.13 14.80 1.33 48.76 47.24 1.52
5 39 Fact − 1 − 1 1 − 1 − 1 15.13 16.78 − 1.65 52.47 51.14 1.34
34 40 Axial 1 0 0 0 0 66.32 69.60 − 3.28 67.98 68.37 − 0.39
41 41 Axial 0 0 0 0 − 1 93.26 95.99 − 2.73 75.75 74.53 1.22
49 42 Center 0 0 0 0 0 84.72 77.10 7.62 74.14 73.82 0.32
10 43 Fact 1 − 1 − 1 1 − 1 84.40 80.77 3.62 79.71 78.78 0.93
20 44 Fact 1 1 − 1 − 1 1 67.79 67.36 0.43 64.48 65.19 − 0.70
6 45 Fact 1 − 1 1 − 1 − 1 81.63 83.76 − 2.13 79.29 81.01 − 1.72
13 46 Fact − 1 − 1 1 1 − 1 19.77 18.89 0.87 47.81 48.20 − 0.39
43 47 Center 0 0 0 0 0 76.92 77.10 − 0.18 75.07 73.82 1.25
15 48 Fact − 1 1 1 1 − 1 42.48 41.66 0.82 61.16 60.89 0.27
44 49 Center 0 0 0 0 0 80.86 77.10 3.76 72.07 73.82 − 1.75
36 50 Axial 0 1 0 0 0 80.09 81.56 − 1.47 78.71 79.72 − 1.01
Variable Variable code Coded and actual levels
− 1 0 1
Malachite green conc. (mg/L) X1 2 6 10
Chromium conc. (mg/L) X2 40 120 200
Algal biomass (g/L) X3 1 3 5
Initial pH level X4 4 7 10
Incubation time (min) X5 20 40 60