Fig. 1. Schematic diagram of GF-7 satellite laser altimeter for Earth observation
Fig. 2. Study area in USA and the laser track of GF-7 spaceborne laser altimeter
Fig. 3. Flowchart of improving laser footprints elevation accuracy by waveform matching method
Fig. 4. Sample of GF-7 No. 576 laser footprint in the study area (a) Local DEM near No.576 laser footprint, (b) normalized simulated waveforms and observed waveform of No.576 laser footprint at different positions, (c) correlation coefficient contour of No.576 laser footprint after the simulated and observed waveform matching.
Fig. 5. Three correlation coefficient contours of single laser footprints after waveform matching and their superimposed result, (a) oblique distribution of correlation coefficient, (b) vertical distribution of correlation coefficient, (c) transverse distribution of correlation coefficient, (d) superimposed result of (a-c) coefficient contours
Fig. 6. Correlation coefficient accumulation contour diagram of 41 laser footprints
Fig. 7. Elevation residual of laser footprints,(a) elevation residual comparison of laser footprints, (b) elevation residual histogram after recalculation
Fig. 8. Information of laser footprints with poor elevation accuracy (a) DEM of No.564 laser footprint, (b) observed and divided waveforms of No.564 laser footprint, (c) DEM of No.567 laser footprint, (d) observed and divided waveforms of No.567 laser footprint
参数类型 | 参数名称 | 参数指标 |
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美国机载激光雷达点云参数 | 点云密度 | 8 pts/m2 | 高程精度 | 0.1 m | 平面精度 | 0.06 m | 工作波长 | 1 064 nm波段 | GF-7号星载激光测高仪参数 | 轨道高度 | 505.984 km | 激光地面脚点直径 | ~21.2 m@2σ | 发射激光空间能量分布 | 实测 | 激光发射和接收波形 | 实测 | 卫星位置 | 实测 |
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Table 1. Statistics of airborne lidar point cloud data in USA and parameters of GF-7 spaceborne laser altimeter
参数名称 | 地形匹配方法(粗标定) | 波形匹配方法 |
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横滚角r/(″) | -2 567.18 | -2 570.67 | 俯仰角p/(″) | 171.24 | 167.96 | 测距改正值ΔL/m | 752.04 | 751.86 |
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Table 2. System parameters of SLA calculated by different methods
编号 | 本文脚点高程残差/m | 粗标定脚点高程残差/m | 子波个数 |
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370 | 1.682 | 2.363 | 2 | 372 | 0.350 | -0.782 | 5 | 374 | 3.739 | 2.600 | 5 | 375 | -0.719 | -2.991 | 5 | 376 | -0.049 | -0.726 | 3 | 397 | 2.472 | 0.926 | 5 | 399 | -3.422 | -3.160 | 5 | 400 | -1.014 | -2.925 | 2 | 401 | -0.692 | -2.241 | 2 | 403 | 0.364 | -1.165 | 2 | 平均值/m | 0.271 | 0.810 1 | | RMSE/m | 1.921 | 2.196 | |
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Table 3. Elevation residual of laser footprints in Wyoming State