Table 4.
Analysis of variance (ANOVA) results of quadratic model to Penetrometer and Wind Erosion.
Source | df | Penetrometer | Wind Erosion | ||||||
---|---|---|---|---|---|---|---|---|---|
Sum of squares | Mean square | F-value | P-value | Sum of squares | Mean square | F-value | P-value | ||
Model | 14 | 3.419 | 0.186 | 26.241 | <0.0001 | 312.123 | 16.503 | 59.069 | <0.0001 |
A | 1 | 0.444 | 0.457 | 47.777 | <0.0001 | 60.807 | 53.227 | 148.425 | <0.0001 |
B | 1 | 0.340 | 0.298 | 36.152 | <0.0001 | 1.420 | 1.140 | 3.871 | 0.0601 |
C | 1 | 0.530 | 0.381 | 63.469 | <0.0001 | 2.697 | 2.819 | 9.206 | 0.0081 |
D | 1 | 1.316 | 1.209 | 170.115 | <0.0001 | 132.874 | 101.968 | 525.369 | <0.0001 |
AB | 1 | 0.003 | 0.003 | 0.342 | 0.5003 | 0.050 | 0.050 | 0.150 | 0.6521 |
AC | 1 | 0.025 | 0.028 | 3.203 | 0.0885 | 0.050 | 0.050 | 0.150 | 0.6521 |
AD | 1 | 0.025 | 0.028 | 3.113 | 0.0885 | 0.050 | 0.050 | 0.150 | 0.6521 |
BC | 1 | 0.003 | 0.003 | 0.322 | 0.5963 | 0.050 | 0.050 | 0.150 | 0.6521 |
BD | 1 | 0.025 | 0.027 | 0.300 | 0.5789 | 0.050 | 0.050 | 0.150 | 0.6521 |
CD | 1 | 0.000 | 0.000 | 3.090 | 0.0888 | 0.050 | 0.050 | 0.150 | 0.6521 |
A2 | 1 | 0.026 | 0.023 | 0.060 | 0.7184 | 8.975 | 8.895 | 30.521 | <0.0001 |
B2 | 1 | 0.140 | 0.162 | 0.060 | 0.7144 | 0.003 | 0.002 | 0.008 | 0.8882 |
C2 | 15 | 0.122 | 0.009 | 3.555 | 0.0854 | 0.000 | 0.000 | 0.001 | 0.8974 |
D2 | 10 | 0.113 | 0.012 | 16.650 | 0.0006 | 61.400 | 60.885 | 302.125 | <0.0001 |
Residual | 5 | 0.000 | 0.000 | 4.448 | 0.358 | ||||
Lack of Fit | 29 | 2.733 | 0.143 | 4.258 | 0.436 | ||||
Pure Error | 14 | 2.616 | 0.387 | 0.000 | 0.000 | ||||
Cor Total | 1 | 0.344 | 250.700 | ||||||
Model Summary Statistics | |||||||||
Precision | Penetrometer | Wind Erosion | |||||||
R2 | Adj-R2 | Adequate Precision | R2 | Adj-R2 | Adequate Precision | ||||
0.9541 | 0.9200 | 21.521 | 0.9710 | 0.9600 | 30.514 |