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Table 3 ANOVA table for response surface quadratic model for biomass yield and protein concentration

From: Filter cake extract from the beet sugar industry as an economic growth medium for the production of Spirulina platensis as a microbial cell factory for protein

Variable

Response

 

Protein (%)

 

Biomass dry weight (g/L)

 

Source

Sum of squares

df

Mean square

F value

p-value

 

Sum of squares

df

Mean square

F value

p-value

 

Model

765.07

14

54.65

2.50

0.0406a

Significant

0.1675

10

0.1675

3.57

0.0074a

Significant

A-NaNO3

43.31

1

43.31

1.98

0.1780

 

0.0004

1

0.0004

0.088

0.768

 

B-NaHCO3

131.70

1

131.70

6.03

0.0258a

Significant

0.0113

1

0.0113

2.40

0.136

 

C-BFCE

34.46

1

34.46

1.58

0.226

 

0.04

1

0.04

9.98

0.004a

Significant

D-pH

43.74

1

43.74

2.00

0.176

 

0.0258

1

0.0258

5.40

0.030a

Significant

A2

0.0312

1

0.0312

0.0014

0.970

 

0.000733

1

0.000733

0.16

0.69

 

B2

144.70

1

144.70

6.63

0.0203a

Significant

0.0053

1

0.0053

1.2

0.289

 

C2

3.12

1

3.12

0.143

0.710

 

0.0036

1

0.0036

0.81

0.382

 

D2

64.73

1

64.73

2.97

0.104

 

0.0149

1

0.0149

3.36

0.085

 

A * B

101.00

1

101.00

4.63

0.047a

Significant

0.0012

1

0.0012

0.26

0.614

 

A * C

98.51

1

98.51

4.51

0.049a

Significant

0.0441

1

0.0441

9.40

0.0061

 

A * D

46.72

1

46.72

2.14

0.162

 

0.0006

1

0.0006

0.13

0.718

 

B * C

24.21

1

24.21

1.11

0.307

 

0.0121

1

0.0121

2.58

0.123

 

B * D

26.42

1

26.42

1.21

0.287

 

0.0000

1

0.0000

0.005

0.942

 

C * D

6.79

1

6.79

0.311

0.584

 

0.0256

1

0.0256

5.46

0.030a

Significant

Residual

349.15

16

21.82

    

20

    

Lack of fit

277.05

10

27.70

2.31

0.1594

Not significant

 

14

 

1.76

0.2500

Not significant

Pure Error

72.11

6

12.02

    

6

    

Core total

1114.22

30

     

30

    

R2 = 70.59%

Adjusted R2 = 44.85%

  

R2 = 72.58%

Adjusted R2 = 48.58%

  
  1. aSignificant value