旋转体制微波散射计性能仿真和热带气旋观测研究

    Simulation of Rotating System Microwave Scatterometer Performance and Observation of Tropical Cyclone

    • 高风速风场, 特别是热带气旋风场的散射计观测长期备受关注. 本研究针对我国业务化运行的两种散射计——旋转扇形波束体制散射计和旋转笔形波束体制散射计, 通过系统仿真方法分析其在不同风速条件下的后向散射系数测量精度和风场反演性能, 并评估其对热带气旋的观测能力. 参考现有在轨运行散射计参数得到的实验结果表明, 旋转扇形波束体制散射计各观测视数能够取得更多独立观测样本数, 在20 m·s–1以上高风速风场的后向散射系数测量和风场反演仿真中性能表现更佳. 而旋转笔形波束体制散射计各观测视数拥有更大的归一化信噪比, 在低于20 m·s–1的低风速和中等风速风场观测仿真中性能表现更佳. 研究揭示了两种散射计体制在不同风速区间的性能特点, 对高风速风场反演及热带气旋观测有重要参考意义, 同时, 结论也为后续不同体制散射计设计和信号处理算法改进研究奠定了基础.

       

      Abstract: The observation of high speed wind fields, especially tropical cyclone wind fields, has long been an important research subject in scatterometer remote sensing. In this study, we analyzed the backscattering coefficient measurement accuracies and wind retrieval performances of the two scatterometer systems that have been operational in China: the rotating fan-beam system and the rotating pencil-beam system by simulation methods. Simulations at varying wind speed wind fields and tropical cyclone wind fields observations are conducted for both systems. Simulation results obtained with reference to the parameters of existing operational scatterometers show that the rotating fan-beam system demonstrates superior sampling capacity compared to the rotating pencil-beam system, with the vast majority of its observation views gaining a greater number of independent observation samples than 1000, whereas the rotating pencil-beam system has mainly 100~400 independent observation samples for each observation view only. This sampling advantage enables the rotating fan-beam system to achieve better performance in backscattering coefficient measurement and wind field retrieval in the simulations for wind fields with high wind speeds above 20 m·s–1. At the same time, the normalized SNR of each observation view is higher for the rotating pencil-beam system, which is about 300~600 per observation view, compared to 6~14 for the rotating fan-beam system. This SNR superiority enables the rotating pencil-beam system to maintain a more precise observation for wind fields with low and medium wind speeds below 20 m·s–1 in the simulation. This study reveals the performance characteristics of backscattering coefficient measurement and wind field retrieval of different scatterometer systems under various wind speed conditions, which is of reference significance for high speed wind fields retrieval and tropical cyclone wind fields observation. Meanwhile, the conclusions of this study also lay a foundation for subsequent research on the improvement of scatterometer wind field observation accuracy and optimization of signal processing algorithms for different scatterometer systems.

       

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