陆地探测一号卫星用于干涉测量精度验证与分析——以大同市为例

Accuracy Verification and Analysis of the Interferometry of Lutan-1 Satellite:A Case Study of Datong

  • 摘要: 陆地探测一号(Lutan-1, LT-1)是中国第一组以差分干涉为主要任务的合成孔径雷达(synthetic aperture radar,SAR)星座,该星座由两颗配置了L波段SAR载荷的A、B星组成,具有全天时、全天候、多极化对地成像能力,可应用于地质、地震、减灾、测绘、林业等领域。A、B双星编队构形运行,绕飞模式适用于地形干涉测量,跟飞模式适用于形变干涉测量。以山西省大同市为研究区,基于LT-1星座两种模式的数据,分别利用InSAR(interferometric synthetic aperture radar)和TCP(temporary coherent point)-InSAR技术获取了LT-1 DEM(digital elevation model)和形变速率,并对LT-1 DEM和形变速率精度进行验证与分析。以ICESat-2为参考数据,并结合光学遥感影像,将LT-1 DEM和Copernicus DEM产品进行精度验证。结果显示,以ICESat-2高程控制点作为验证数据,LT-1 DEM与Copernicus DEM的RMSE(root mean square error)分别为2.85 m和2.67 m,LT-1 DEM的最小误差、最大误差及平均绝对误差等指标均优于Copernicus DEM,LT-1 DEM具有更高的空间分辨率,能够展现出更加细致的地形地貌特征。对于LT-1形变速率精度验证,基于Sentinel-1A影像利用TCP-InSAR技术获取的形变速率作为参考数据进行对比分析。结果显示,LT-1形变结果与Sentinel-1A形变结果高度一致,二者重叠区域形变速率相关系数可达0.91,且LT-1影像的形变测量内符合精度方面优于Sentinel-1A。实验结果表明,LT-1卫星用于地形和形变干涉测量任务时,在时空分辨率及测量精度中均占据较大优势,为LT-1星座的推广奠定了基础。

     

    Abstract:
    Objectives Lutan-1 (LT-1) satellite is the first synthetic aperture radar (SAR) constellation in China with interferometric applications as its core mission. The constellation consists of two A and B satellites equipped with L-band SAR payloads, with all-day, all-weather, multi-polarization imaging capability, which can be applied to geology, land, earthquake, disaster reduction, mapping and forestry, etc. The A and B satellites are operated in formation configuration, and the fly-around mode is suitable for terrain interferometry, while the follow-fly mode is suitable for deformation interferometry. The fly-around mode is suitable for terrain interferometry; the follow-fly mode is suitable for deformation interferometry. Taking Datong City, Shanxi Province, as the study area, we verify and analyze the topographic measurement accuracy and surface deformation measurement accuracy of LT-1 constellation by combining the data of the two different formation modes of the constellation. We aim to provide an important reference for the operational application of, LT-1 constellation.
    Methods In the verification of LT-1 topographic survey accuracy, we first produced digital elevation model (DEM) in the study area using LT-1 data, then used ICESat-2 elevation control points as reference data and Copernicus DEM products as control data, and combined the multiple error evaluation indexes and optical remote sensing imagery we established to compare the DEM quality of LT-1 and Copernicus. In the verification of LT-1 deformation interferometry accuracy, we adopt the temporary coherent point (TCP)-InSAR technique to invert the deformation information of Sentinel-1A images and LT-1 images covering the same time period in the study area, and then compare and evaluate the internal and external conformal accuracies, respectively.
    Results The accuracy of LT-1 DEM produced by LT-1 data in the fly-around mode is similar to that of Copernicus, and some evaluation indexes are even better than those of Copernicus DEM. Also, LT-1 DEM have higher spatial resolution, which can show more detailed landscape and terrain features. Meanwhile, LT-1 DEM has higher spatial resolution and can show more detailed geomorphological features. In addition, LT-1 DEM can be further optimized. The deformation field inverted by LT-1 data in the fly-by mode is similar to that of Sentinel-1A in terms of spatial distribution and value, and the correlation coefficient between LT-1 and Sentinel-1A is as high as 0.91. Moreover, LT-1 data are better than Sentinel-1A in terms of image coherence, the number of monitoring points, and the accuracy of deformation measurement.
    Conclusions We have verified and analyzed the accuracy of LT-1 data for terrain interferometry and surface deformation interferometry in different formation operation modes, and the results show that LT-1 satellites have great advantages in spatial and temporal resolution and measurement accuracy when used in interferometry missions, and the potential of LT-1 constellation for applications in other geoscience fields is also worth exploring further.

     

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