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Table 4 Eigenvalue and eigenvector of the principal components
BAND2 o. 0.32 -0.35 -0.68
BAND3 0.42 -0.29 -0.12 0.19 -0.42 0.72
BANDA 0.36 0.75 -0.53 -0.12 0.07 0.06
BAND5 0.41 0.39 0.79 0.02 -0.23 -0.09
BAND7 0.42 -0.16 0.09 0.39 0.79 0.06
Cont 0.91 0.08 0.01 0.00 0.00 0.00
Table 5 Average and variance in PC's
Resid Bare Grass Broad Needle
A PCL 97.98 162.4 127.3 60.9 107.8
Vi-PC2 62.2 135.1 162.0 100.9 187.7
V. PCI 100.4 841.1 185.7 94.0 178.2
R PC2 309.9 681.3 430.4 329.3 586.2
Table 6 Root mean square error
RMSE, RMSE,
Maximum likelihood 0.102 0.288
Generalized inversion 0.125 0.384
Table 7 Maximum error occurence probabilit
Resid Bare Grass Broad Needle
Resid. 7.14e-04 3.58e-07 5.10e-10 6.49e-08 5.44e-10
Bare 3.10e-13 2.10e-04 8.80e-06 2.40e-28 1.09e-08
Grass 4.96e-12 5.94e-05 5.63e-04 2.02e-16 9.68e-05
Broad 9.02e-07 1.96e-07 5.13e-11 9.05e-04 1.66e-09
Needle 4.78e-15 4.70e-06 9.42e-05 7.98e-14 4.92e-04
i , I , I : I I
50r =
40r 7
Ó
E [: =
5 30
= i
c
o
i 20r 7
10} .
0 E | L 1 1 I 1 i i 1
Resident Bare soil Grassland Broad leaf Needle leaf
Category
Fig. 1 Histgram of Maximum RMSE
455