扫描Mie激光雷达剖面数据标准化方法研究

Hao Chen, Yikun Zhang, Dengxin Hua, Qing Yan, Bo Li
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引用次数: 0

摘要

为了实现不同激光雷达系统间Mie散射激光雷达剖面数据的共享,解决异构格式是一个关键问题。本文分析了Mie激光雷达扫描剖面数据的时空特征和二维结构。基于Mie激光雷达扫描原理,结合大气气象参数,提出了一种通用的数据标准化和缺失空间填充方法。实验结果表明,该方法能够准确地填补缺失数据的空间位置,使扫描Mie激光雷达剖面数据标准化。这对大气监测激光雷达数据的共享和分析具有现实意义。
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Study on scanning Mie lidar profile data standardization method
For sharing the Mie scattering lidar profile data comes different lidar system, one of key challenge is tacking the heterogeneous format. In this paper, we analyses the temporal and spatial characteristics and two-dimensional structure of the scanning Mie lidar profile data. Based on the principle of scanning Mie lidar, and the meteorological of atmospheric parameters, we proposed a general data standardization and fill method for missing space. Experimental results shows that the method can accurately fill the space position of missing data, and can make scanning Mie lidar profile data standardized. It has realistic significance for sharing and analyzing of atmospheric monitoring lidar data.
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