使用高分遥感影像获取塔里木河胡杨高度信息
杨雪峰
Estimation Height of
Populus Euphratica
in Tarim River Using VHR Satellite Images
Xuefeng Yang
表6
模型比较(光谱特征)
Table 6
Comparison of regression model established by spectral features
指标
Linear Regression
MLP Regression
PACE Regression
SVR
R
0.671 8
0.779 3
0.779 2
0.799 6
MAE
0.951
0.801 1
0.801 9
0.759 2
RMSE
1.193
1.009 3
1.009 5
0.969 7
RRSE
72.292 1 %
60.897 1 %
60.958 2 %
57.710 9 %
RAE
74.027 6 %
62.627 8 %
62.640 9 %
60.058 3 %