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7
模型比较(几何特征+纹理特征+光谱特征)
Table 7
Comparison of regression model established by all features
指标
Linear Regression
MLP Regression
Pace Regression
SVR
R
0.716 1
0.813 9
0.814 7
0.8121
MAE
0.891 4
0.732 4
0.732
0.736 5
RMSE
1.124 2
0.935 7
0.933 9
0.940 7
RRSE
67.761 5%
55.671 3%
55.638 3%
55.981 2%
RAE
69.756 8%
58.062 9 %
57.950 8%
58.370 0%