c Study on Backscatter Characteristic of ALOS PALSAR Imagery Within Tropical Rain Forest

63 Lampiran 2.15 Classification Function Coefficients Class 1 2 LBDS_PO .162 .183 B_PO -.033 -.031 T_PO 2.396 2.491 Constant -19.693 -22.114 Fishers linear discriminant functions Lampiran 2.16 Classification Results

b,c

Class Predicted Group Membership Total 1 2 Original Count 1 11 6 17 2 12 16 28 1 64.7 35.3 100.0 2 42.9 57.1 100.0 Cross-validated a Count 1 11 6 17 2 14 14 28 1 64.7 35.3 100.0 2 50.0 50.0 100.0 a. Cross validation is done only for those cases in the analysis. In cross validation, each case is classified by the functions derived from all cases other than that case. b. 60.0 of original grouped cases correctly classified. c. 55.6 of cross-validated grouped cases correctly classified. 64 Lampiran 3 Output analisis diskriminan peubah tegakan yang mempengaruhi backscatter citra ALOS PALSAR resolusi 50 m DISCRIMINANT GROUPS=class1 3 VARIABLES=LBDS_PO B_PO ANALYSIS ALL PRIORS EQUAL STATISTICS=MEAN STDDEV UNIVF BOXM COEFF RAW CORR COV GCOV TCOV TABLE CROSSVALID PLOT=COMBINED SEPARATE MAP CLASSIFY=NONMISSING POOLED. Discriminant Lampiran 3.1 Analysis Case Processing Summary Unweighted Cases N Percent Valid 45 100.0 Excluded Missing or out-of-range group codes .0 At least one missing discriminating variable .0 Both missing or out-of-range group codes and at least one missing discriminating variable .0 Total .0 Total 45 100.0 Lampiran 3.2 Group Statistics class Mean Std. Deviation Valid N listwise Unweighted Weighted 1 LBDS_PO 27.2728 16.99148 2 2.000 B_PO 262.5200 205.35795 2 2.000 2 LBDS_PO 18.6548 8.47688 42 42.000 B_PO 147.7526 79.50166 42 42.000 3 LBDS_PO 41.2772 . a 1 1.000 B_PO 334.5000 . a 1 1.000 Total LBDS_PO 19.5405 9.36613 45 45.000 B_PO 157.0033 90.28738 45 45.000 a. Insufficient data Lampiran 3.3 Tests of Equality of Group Means Wilks Lambda F df1 df2 Sig. LBDS_PO .838 4.057 2 42 .024 B_PO .840 3.998 2 42 .026 Lampiran 3.4 Pooled Within-Groups Matrices a LBDS_PO B_PO Covariance LBDS_PO 77.021 718.944 B_PO 718.944 7174.118 Correlation LBDS_PO 1.000 .967 B_PO .967 1.000 a. The covariance matrix has 42 degrees of freedom. 65 Lampiran 3.5 Covariance Matrices

a,b