基于时序遥感和水位数据的洲滩地形重建技术研究

    Research on terrain reconstruction technology for river shoal based on time-series satellite remote sensing data and water level monitoring data

    • 摘要: 针对面积随河流水位年内变化较大的河道洲滩,基于ESA/Sentinel-2卫星遥感影像提取时间序列的洲滩边界线,辅以洲滩上下游最近水文站的水位观测数据,建立洲滩水位线高程或洲滩水位线各个特征点的高程信息模型,集成时间序列的卫星遥感影像提取洲滩边界线及其高程信息,通过空间插值生成的TIN数据构建河流洲滩枯水位以上的数字地形模型;以长江岳阳段南阳洲为例,利用2016年采集的南阳洲1 ∶10 000实测地形数据,对所提算法生成的数字地形模型进行精度评定。结果表明:所提算法反演获得的洲滩枯水位以上地形数据满足1 ∶25 000的地形图规范要求,两者相关系数R>90%,平均绝对误差MAE=0.87 m,均方根误差RMSE=1.01 m。结合卫星遥感数据和水位监测数据反演洲滩枯水位以上地形可为河道洲滩岸线保护利用、洲滩演变研究提供参考。

       

      Abstract: For river shoals exhibiting significant intra-annual area variations in response to water level fluctuations, we first extract time-series bank boundary lines using ESA/Sentinel-2 satellite remote sensing images, and incorporate water level observation data from the nearest hydrological stations upstream and downstream of the river, then establish an elevation information model of the shoal water level line or each characteristic point. Further by integrating the elevation information of the shoal boundary extracted from the satellite remote sensing images and the shoal boundary line, we construct a digital terrain model of the river shoal above the dry water level through TIN spatial interpolation. Then we take Nanyang shoal in Yueyang section of Changjiang River as an example, and use the 1 ∶10 000 measured topographic data of Nanyang shoal collected in 2016 to evaluate the accuracy of the digital terrain model generated by the algorithm of this paper. The results show that: the terrain data of Nanyang shoal above the withered water level reconstructed by the algorithm in this paper meets the requirements of 1 ∶25 000 topographic map specification, and the correlation coefficient R>90%, the average absolute error MAE=0.87 m, the root mean squared error RMSE=1.01 m. The combination of satellite remote sensing data and water level monitoring data to reconstruct the topography above the dry water level of shoals is of great significance for the protection and utilization of the river shoal′s shoreline and the evolution research of shoals.

       

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