| 模型 | SRTM1 | AW3D30 | TDX90 | |||||
|---|---|---|---|---|---|---|---|---|
| ME/m | RMSE/m | ME/m | RMSE/m | ME/m | RMSE/m | |||
| 常绿阔叶林（S1） | ||||||||
| BPNN | 0.01 | 11.37 | 0.37 | 10.08 | -0.34 | 16.03 | ||
| BPNN-T | -0.61 | 12.12 | -0.69 | 10.52 | -0.61 | 16.09 | ||
| BPNN-R | -1.52 | 15.16 | 0.47 | 14.95 | -0.43 | 19.36 | ||
| BPNN-W | -0.86 | 13.31 | -1.65 | 14.18 | -0.67 | 18.52 | ||
| MLR | -0.39 | 13.26 | -0.21 | 12.16 | -0.98 | 16.72 | ||
| 常绿针叶林（S2） | ||||||||
| BPNN | -0.62 | 10.29 | -0.24 | 10.15 | -0.79 | 15.85 | ||
| BPNN-T | -0.24 | 10.61 | -0.41 | 10.75 | 0.57 | 16.95 | ||
| BPNN-R | -0.52 | 13.01 | -0.56 | 14.24 | 0.77 | 19.21 | ||
| BPNN-W | -0.70 | 12.44 | -0.32 | 14.25 | -0.73 | 18.84 | ||
| MLR | -0.13 | 11.03 | -6.42 | 12.67 | 3.76 | 21.22 | ||
| 混交林（S3） | ||||||||
| BPNN | 0.05 | 2.53 | -0.34 | 3.83 | -0.22 | 6.33 | ||
| BPNN-T | -0.08 | 2.83 | 0.33 | 4.88 | -0.46 | 6.48 | ||
| BPNN-R | 0.34 | 3.59 | -1.43 | 5.07 | -0.91 | 7.96 | ||
| BPNN-W | -0.67 | 3.14 | -0.57 | 4.62 | -1.11 | 7.21 | ||
| MLR | -1.00 | 2.91 | -1.81 | 4.98 | -4.07 | 7.93 | ||
| 落叶阔叶林（S4） | ||||||||
| BPNN | 0.12 | 7.96 | -0.89 | 8.30 | -0.21 | 13.24 | ||
| BPNN-T | -1.65 | 10.58 | -1.59 | 10.28 | -1.00 | 14.17 | ||
| BPNN-R | -1.76 | 9.83 | -3.01 | 11.04 | 0.12 | 16.22 | ||
| BPNN-W | 1.50 | 11.90 | 0.23 | 12.74 | -0.31 | 17.90 | ||
| MLR | -5.02 | 9.53 | -3.10 | 10.42 | -3.36 | 14.39 | ||
