Skip to main content
. 2020 Apr 21;10:6717. doi: 10.1038/s41598-020-63047-y

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