Table 2 Principal component analysis results and standard values of 16 soil properties and soil quality indicator weights in the minimum data set.
From: Assessment of soil quality in an arid and barren mountainous of Shandong province, China
Indicator | PC1 | PC2 | PC3 | PC4 | Communality | Grouping | Norm | TDS Weight |
|---|---|---|---|---|---|---|---|---|
Soil moisture | 0.813 | 0.077 | 0.332 | 0.372 | 0.916 | 1 | 2.001 | 0.063 |
Sand | − 0.358 | − 0.058 | − 0.874 | − 0.301 | 0.986 | 3 | 1.856 | 0.068 |
Silt | 0.377 | 0.052 | 0.859 | 0.313 | 0.980 | 3 | 1.857 | 0.067 |
Clay | 0.053 | 0.119 | 0.903 | 0.098 | 0.841 | 3 | 1.673 | 0.058 |
pH | − 0.732 | 0.089 | − 0.205 | − 0.057 | 0.590 | 1 | 1.664 | 0.041 |
Available P | − 0.314 | − 0.781 | − 0.435 | − 0.033 | 0.899 | 2 | 1.775 | 0.062 |
Organic C | 0.867 | 0.3 | 0.186 | − 0.018 | 0.877 | 1 | 2.014 | 0.060 |
C | 0.921 | 0.23 | 0.022 | − 0.017 | 0.903 | 1 | 2.070 | 0.062 |
N | 0.958 | 0.005 | 0.224 | 0.101 | 0.978 | 1 | 2.154 | 0.067 |
P | 0.286 | − 0.542 | 0.117 | − 0.668 | 0.834 | 5 | 1.667 | 0.057 |
BG | 0.275 | 0.945 | 0.078 | − 0.01 | 0.975 | 2 | 1.837 | 0.067 |
LAP | − 0.4 | 0.802 | − 0.295 | − 0.232 | 0.943 | 2 | 1.838 | 0.065 |
NAG | − 0.009 | 0.046 | − 0.229 | − 0.952 | 0.962 | 4 | 1.712 | 0.066 |
AP | 0.317 | 0.778 | 0.261 | 0.411 | 0.943 | 2 | 1.803 | 0.065 |
Vector length | 0.488 | 0.309 | 0.429 | 0.647 | 0.937 | 4 | 1.831 | 0.064 |
Vector angle | 0.31 | − 0.156 | 0.411 | 0.829 | 0.978 | 4 | 1.787 | 0.067 |
Eigenvalue | 4.841 | 3.344 | 3.323 | 3.034 | – | – | – | – |
Variance (%) | 30.255 | 20.901 | 20.767 | 18.959 | – | – | – | – |
Cumulative variance (%) | 30.255 | 51.156 | 71.923 | 90.883 | – | – | – | – |