• Infrared and Laser Engineering
  • Vol. 51, Issue 6, 20210458 (2022)
Liuru Hu1, Xinming Tang2, Zhi Zhang1, Guoyuan Li2, Jiyi Chen2, Huaiqi Tian1, Shuaitai Zhang2、3, Junping Qiao1, and Xin Li1
Author Affiliations
  • 1The First Topographic Surveying Brigade of Ministry of Natural Resources of the People’s Republic of China, Xi’an 710054, China
  • 2Land Satellite Remote Sensing Application Center, Ministry of Natural Resources, Beijing 100048, China
  • 3Lanzhou Jiaotong University, Lanzhou 730070, China
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    DOI: 10.3788/IRLA20210458 Cite this Article
    Liuru Hu, Xinming Tang, Zhi Zhang, Guoyuan Li, Jiyi Chen, Huaiqi Tian, Shuaitai Zhang, Junping Qiao, Xin Li. Accuracy optimization and assessment of GF-7 satellite multi-source remote sensing data[J]. Infrared and Laser Engineering, 2022, 51(6): 20210458 Copy Citation Text show less
    Technical process of GF-7 satellite multi-source remote sensing data elevation and plane control
    Fig. 1. Technical process of GF-7 satellite multi-source remote sensing data elevation and plane control
    Distribution of field inspection points
    Fig. 2. Distribution of field inspection points
    Distribution of 21 field inspection points
    Fig. 3. Distribution of 21 field inspection points
    Distribution of laser detection point
    Fig. 4. Distribution of laser detection point
    Distribution of footprint image feature points
    Fig. 5. Distribution of footprint image feature points
    ItemdH1 dH2 dH3 N
    ME/mRMSE/mME/mRMSE/mME/mRMSE/m
    Total0.8722.2080.8862.2430.9132.27479
    m_ECP_Flag=10.3270.6570.2630.5830.2700.56626
    m_ECP_Flag=20.3150.3920.3210.4010.3780.46026
    m_ECP_Flag=other1.9343.7012.0403.7962.0563.84727
    Table 1. Statistical table of laser spot accuracy detection classification
    ItemME/mRMSE/mMAX/mMIN/m
    East-West3.5364.3478.271−1.605
    North-South−0.8592.2505.795−5.163
    Plane4.3634.8958.5230.569
    Table 2. Statistical table of planar error of footprint image
    ItemME/mRMSE/mAbs MAX/mAbs MIN/m
    Elevation−4.2684.5186.9211.031
    Plane13.60613.62615.96212.049
    Table 3. Plane-elevation accuracy evaluation of uncontrolled DSM and DOM
    ItemME/mRMSE/mAbs MAX/mAbs MIN/mSkewness/m
    Statistical result−3.8784.0856.0620.24650
    ItemPNPME/mNNNME/mN
    Statistical result11.27249−3.98450
    Table 4. Statistical table preliminary evaluation of uncontrolled DSM by laser data
    ItemME/mRMSE/mAbs MAX/mAbs MIN/m
    Skewness−0.3891.5493.0430.117
    Median−0.2721.5082.9650.001
    Linear polynomial−0.3201.3512.9370.028
    Quadratic polynomial−0.6101.7513.2080.177
    Table 5. Statistical table of accuracy evaluation by laser elevation optimization
    ItemME/mRMSE/mAbs MAX/mAbs MIN/m
    Plane5.3415.4958.2443.388
    Elevation of plane optimization−4.3344.600−1.031−6.921
    Elevation of skewness optimization−0.3911.2732.4160.034
    Elevation of median optimization−0.3051.2502.3300.009
    Elevation of linear polynomial optimization−0.3351.1311.7510.004
    Elevation of quadratic polynomial optimization−0.5401.4272.4080.054
    Table 6. Statistical table of accuracy evaluation by footprint-laser plane-elevation optimization
    ItemME/mRMSE/mAbs MAX/mAbs MIN/m
    Plane3.1743.2994.9201.669
    Elevation of plane optimization−4.2494.4326.3511.943
    Elevation of skewness optimization−0.3381.3072.4410.047
    Elevation of median optimization−0.2911.2952.3930.095
    Elevation of linear polynomial optimization−0.2791.1601.9550.0025
    Elevation of quadratic polynomial optimization−0.4841.4292.2690.002
    Table 7. Statistical table of accuracy evaluation by field-laser plane-elevation optimization
    Liuru Hu, Xinming Tang, Zhi Zhang, Guoyuan Li, Jiyi Chen, Huaiqi Tian, Shuaitai Zhang, Junping Qiao, Xin Li. Accuracy optimization and assessment of GF-7 satellite multi-source remote sensing data[J]. Infrared and Laser Engineering, 2022, 51(6): 20210458
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