陆地生态系统碳监测卫星激光数据处理与精度验证

Data Proccing and Accuracy Verification for Laser Altimeter of Terrestrial Ecosystem Carbon Inventory Satellite

  • 摘要: 陆地生态系统碳监测卫星是中国首颗森林碳汇主被动联合观测的遥感卫星,多波束激光雷达是陆地生态系统碳监测卫星的主载荷,主要用于获取高精度的植被高度,森林生物量的反演调查,通过计算激光到达树冠以及地面的时间差,计算出高度等树木的特征信息。为实现主被动载荷一体化处理,从而实现生物量的精确反演,本文介绍了陆地生态系统碳监测卫星多波束激光雷达系统数据处理方法,提出了激光-光学主被动载荷联合检校方法,并提出了激光数据、光轴监视相机和零度相机相对位置关系验证方案,首次实现了五波束激光雷达与光学相机主被动联合检校,并科学严谨的验证了激光非成像载荷与光学相机的相对定位关系。结果表明,经过联合处理后,激光数据测高精度优于0.7m,平面定位精度优于6m。激光数据与零度相机相对定位精度优于5m,激光数据与光轴监视相机配准精度优于6m。

     

    Abstract: Objectives: The terrestrial ecosystem carbon inventory satellite(TECIS) is the first satellite using for observation joint active and passive detectoras of forest carbon sinks in China. Multi-beam LiDAR is the main payload of TECIS,which used to obtain high-precision vegetation height, forest biomass inversion survey and calculate characteristic information of trees such as height by calculating the time difference between reaching the canopy and the ground. It is important to achieve the integrated processing of active and passive loads and achieve accurate biomass inversion. Methods: This paper introduces the data processing method of multi-beam LiDAR system, proposes the joint calibration method for multi-beam LiDAR and optical cameras,.What is more,this paper proposes a verification method for the relative position relationship among multi-beam LiDAR,axis monitoring optical camera and zero degree optical camera It is the first time for calibrating multi-beam LiDAR system and the zero degree camera in the same time and verified the relative positioning relationship between multi-beam LiDAR non imaging loads and optical cameras scientifically and rigorously. Results: (1) In plain areas, the height measurement accuracy of multi-beam LiDAR is better than 0.7 meters and the plane positioning accuracy is better than 6m;(2) By using the positioning accuracy verification method of laser data and zero degree optical camera data based on combination of field control points and back-projection points, the matching errors between beams 1 to 5 of the multi beam LiDAR and the zero degree optical camera are 4.14m, 4.42m, 3.90m, 4.27m and 4.30m, respectively, which can prove that it is possible that the laser data and optical camera data can be used together;(3) By using the positioning accuracy verification method of laser data and axis monitoring optical camera data based on zero degree optical camera, the matching errors between beams 1 to 5 of the multi beam LiDAR and axis monitoring optical camera is 0.72, 0.74, 0.70, 0.73and 0.74 axis monitoring optical camera pixels, respectively. The data matching accuracy of the laser data and axis monitoring optical camera data is good. Conclusions: The experimental results show that the data processing method of TECIS and the verification method of laser data and optical camera data proposed are feasible. The target of high-precision processing and accuracy verification for the first forestry remote sensing satellite of China has come ture,which can use for monitoring of Terrestrial ecosystem carbon storage, forest resources and forest productivity.It also can meet the requirements of subsequent scientific research and large-scale business applications. Meanwhile, the verification method of laser data and optical camera data proposed in this paper can be used for accuracy verification of similar satellites in the future.

     

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