Table 4 Eigenvector matrix and loadings of principal component analysis (PCA) on Landsat-9 images.
PC 1 | PC 2 | PC 3 | PC 4 | PC 5 | PC 6 | PC 7 | |
---|---|---|---|---|---|---|---|
Band 1 | -0.94170 | -0.32103 | 0.09485 | -0.01849 | -0.02782 | -0.00108 | -0.00476 |
Band 2 | 0.24145 | -0.84451 | -0.45793 | -0.10892 | 0.08302 | 0.00647 | 0.00090 |
Band 3 | 0.20250 | -0.34696 | 0.84898 | -0.26582 | 0.21518 | 0.00409 | 0.02947 |
Band 4 | -0.05334 | 0.17872 | -0.16485 | -0.95084 | -0.18250 | -0.01088 | -0.02274 |
Band 5 | -0.10342 | 0.17392 | -0.17947 | -0.11301 | 0.91483 | 0.18942 | 0.20321 |
Band 6 | 0.01662 | -0.03269 | 0.02497 | 0.01515 | -0.27058 | 0.49285 | 0.82564 |
Band 7 | -0.00873 | 0.00984 | -0.02296 | -0.00632 | 0.05106 | -0.84914 | 0.52499 |
Eigenvalues | 0.01824 | 0.00046 | 0.00015 | 0.00006 | 0.00001 | 0.00000 | 0.00000 |
0.96401 | 0.02442 | 0.00766 | 0.00328 | 0.00048 | 0.00011 | 0.00005 | |
% | 96.40 | 2.44 | 0.77 | 0.33 | 0.05 | 0.01 | 0.01 |