Table 3 PCA results.
Year | Index | PC1 | PC2 | PC3 | PC4 |
|---|---|---|---|---|---|
2001 | NDVI | 0.565 | 0.521 | 0.072 | −0.636 |
LST | −0.339 | 0.091 | 0.928 | −0.122 | |
WET | 0.239 | −0.845 | 0.108 | −0.467 | |
NDBSI | −0.713 | 0.086 | −0.348 | −0.602 | |
Eigenvalues | 0.034 | 0.01 | 0.007 | 0.001 | |
Contribution rate | 65.4% | 19.2% | 13.5% | 1.9% | |
2005 | NDVI | 0.499 | −0.779 | −0.309 | −0.219 |
LST | −0.294 | −0.179 | −0.558 | 0.755 | |
WET | 0.550 | 0.601 | −0.576 | −0.070 | |
NDBSI | −0.602 | −0.010 | −0.511 | −0.614 | |
Eigenvalues | 0.016 | 0.006 | 0.002 | 0.002 | |
Contribution rate | 61.5% | 23.1% | 7.7% | 7.7% | |
2010 | NDVI | 0.408 | 0.560 | 0.350 | 0.630 |
LST | −0.234 | −0.224 | 0.931 | −0.167 | |
WET | 0.408 | −0.796 | −0.008 | 0.447 | |
NDBSI | −0.783 | −0.057 | −0.100 | 0.612 | |
Eigenvalues | 0.019 | 0.009 | 0.002 | 0.001 | |
Contribution rate | 61.3% | 29.0% | 6.5% | 3.2% | |
2015 | NDVI | 0.545 | 0.612 | −0.179 | −0.545 |
LST | −0.304 | 0.545 | 0.779 | 0.051 | |
WET | 0.199 | −0.569 | 0.515 | −0.609 | |
NDBSI | −0.756 | 0.072 | −0.308 | −0.574 | |
Eigenvalues | 0.036 | 0.003 | 0.002 | 0.001 | |
Contribution rate | 85.7% | 7.1% | 4.8% | 2.4% | |
2020 | NDVI | 0.587 | 0.650 | −0.055 | 0.479 |
LST | −0.336 | 0.350 | 0.874 | 0.037 | |
WET | 0.345 | −0.672 | 0.380 | 0.534 | |
NDBSI | −0.651 | 0.050 | −0.299 | 0.696 | |
Eigenvalues | 0.028 | 0.006 | 0.003 | 0.001 | |
Contribution rate | 73.7% | 15.8% | 7.9% | 2.6% |