王密, 韦钰, 杨博, 周晓. ICESat-2/ATLAS全球高程控制点提取与分析[J]. 武汉大学学报 ( 信息科学版), 2021, 46(2): 184-192. DOI: 10.13203/j.whugis20200531
引用本文: 王密, 韦钰, 杨博, 周晓. ICESat-2/ATLAS全球高程控制点提取与分析[J]. 武汉大学学报 ( 信息科学版), 2021, 46(2): 184-192. DOI: 10.13203/j.whugis20200531
WANG Mi, WEI Yu, YANG Bo, ZHOU Xiao. Extraction and Analysis of Global Elevation Control Points from ICESat-2 /ATLAS Data[J]. Geomatics and Information Science of Wuhan University, 2021, 46(2): 184-192. DOI: 10.13203/j.whugis20200531
Citation: WANG Mi, WEI Yu, YANG Bo, ZHOU Xiao. Extraction and Analysis of Global Elevation Control Points from ICESat-2 /ATLAS Data[J]. Geomatics and Information Science of Wuhan University, 2021, 46(2): 184-192. DOI: 10.13203/j.whugis20200531

ICESat-2/ATLAS全球高程控制点提取与分析

Extraction and Analysis of Global Elevation Control Points from ICESat-2 /ATLAS Data

  • 摘要: ICEsat-2/ATLAS是目前高程精度最高的星载激光数据,其数据覆盖全球,能够作为生产高精度全球地面参考高程的基础数据。基于ICESat-2/ATLAS全球激光数据产品ATL08,获取了全球ICESat-2陆地高程点,研究了基于参考高程数据和属性参数提取全球高程控制点的方法,并利用高精度参考高程数据验证了其精度。利用山东试验场和河南试验场30 cm高程精度的机载激光数据对所获取的激光点进行了验证,得到的均方根误差分别为1.11 m、1.39 m;经过参考DEM(digital elevation model)和属性参数限制筛选后的高程控制点的均方根误差分别为0.69 m、0.57 m,数据保留率分别为61.38%、60.00%,证明了该提取方法能够在保证数据保留率的同时有效提高高程精度。所提出的方法能够自动提取点位密度大、精度高的全球高程控制点数据,为国产高分辨率卫星进行无地面或少地面控制点的立体测绘和产品质量检验提供数据支持。

     

    Abstract: ICESat-2's laser data has the highest elevation accuracy up to date, and its observation range covers the global land, which can be used as basic data for the high-precision global ground elevation reference. Based on ICESat-2 /ATLAS global laser data product ATL08, this paper obtained ICESat-2 laser points on the global land, and studied the method of extracting global elevation control points based on elevation reference and attribute parameters, and used reference elevation data to verify their accuracy. The obtained laser points were verified by airborne laser data in Shandong experimental field and Henan experimental field in China. And the root mean square error (RMSE) were 1.11 m and 1.39 m respectively before filtering. After filtering with elevation reference and slope constraints, the mean RMSE were 0.69 m and 0.57 m respectively, and the corresponding data retention rates were 61.38% and 60.00%, which proved that the proposed method in this paper could effectively improve the elevation accuracy while ensuring the data retention rate. The airborne laser data from the western, central and eastern United States experimental fields were used to verify the elevation control points. The RMSE of each experimental field was less than 0.9 m, which proved that the extraction method proposed in this paper could be used to extract elevation control points worldwide. This method can automatically extract global elevation control points with high density and high precision, providing support for the stereo mapping of domestic high-resolution satellites without or with few ground control points, and assistance in evaluating the quality of DEM/DSM products.

     

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