李海, 周桉宇, 陈南南. 机载双极化气象雷达雷暴回波仿真与验证[J]. 信号处理, 2024, 40(9): 1728-1737. DOI: 10.12466/xhcl.2024.09.014.
引用本文: 李海, 周桉宇, 陈南南. 机载双极化气象雷达雷暴回波仿真与验证[J]. 信号处理, 2024, 40(9): 1728-1737. DOI: 10.12466/xhcl.2024.09.014.
LI Hai, ZHOU Anyu, CHEN Nannan. Simulation and verification of thunderstorm echo of airborne dual polarization weather radar[J]. Journal of Signal Processing, 2024, 40(9): 1728-1737. DOI: 10.12466/xhcl.2024.09.014.
Citation: LI Hai, ZHOU Anyu, CHEN Nannan. Simulation and verification of thunderstorm echo of airborne dual polarization weather radar[J]. Journal of Signal Processing, 2024, 40(9): 1728-1737. DOI: 10.12466/xhcl.2024.09.014.

机载双极化气象雷达雷暴回波仿真与验证

Simulation and Verification of Thunderstorm Echo of Airborne Dual Polarization Weather Radar

  • 摘要: 雷暴是一种短暂而剧烈的强对流天气,常伴有闪电、冰雹、强降水等危险天气,对民航飞机的飞行安全造成巨大威胁。机载气象雷达作为保证飞行器飞行安全必备的装备,用于探测与显示航路附近的实时气象信息,辅助机组人员规避危险气象。由于极化技术在气象探测方面的优势,双极化雷达成为机载气象雷达的发展方向。但是雷暴天气具有发展迅速、变化复杂,危险性高等特点,使得获取实测机载双极化气象雷达雷暴回波数据困难。为了解决这一问题,本文基于机载双极化气象雷达提出一种雷暴回波仿真方法并进行验证。方法首先利用数值预报模式WRF模式(Weather Research and Forecasting)对雷暴气象场景进行模拟;然后使用T-Matrix方法计算气象粒子的单个粒子散射振幅矩阵,同时结合场景内粒子的微物理特性,计算雷暴目标的反射率因子;最后应用雷达气象方程,基于机载气象雷达系统参数建立雷暴回波信号模型,实现机载双极化气象雷达雷暴回波信号仿真。最后,为检验方法的正确性和准确性,基于雷暴单体识别算法对回波仿真结果进行验证。通过仿真不同仰角下雷暴回波,实验结果表明,基于WRF模式的机载双极化气象雷暴回波仿真方法对雷暴天气具有良好的模拟能力,经单体识别算法验证,结果表明可准确体现雷暴单元的质心分布,结构属性和立体特征,对比实测数据,雷暴回波仿真结果与实测数据相吻合,实验结果具有真实性和准确性。

     

    Abstract: ‍ ‍A thunderstorm is a transient and highly intense convective weather phenomenon that is often accompanied by hazardous conditions such as lightning, hail, and heavy precipitation, posing a significant threat to the flight safety of civil aviation aircraft. Onboard meteorological radar is crucial for aircraft safety, as it detects and displays real-time weather information near flight routes, aiding the crew in evading hazardous meteorological conditions. Due to the advantages of polarization technologies in meteorological detection, dual-polarization radar has emerged as the development direction for onboard meteorological radar. However, thunderstorm weather exhibits rapid and complex developments, as well as hazardous scenarios, making it challenging to obtain actual measured thunderstorm echo data from onboard dual polarization meteorological radar. To address this issue, this study proposes a thunderstorm echo simulation method based on onboard dual-polarization meteorological radar and verifies its effectiveness. The proposed method begins by simulating thunderstorm meteorological scenarios using the numerical forecasting model and weather research and forecasting (WRF). Subsequently, the T-Matrix method is utilized to calculate the single particle scattering amplitude matrix of meteorological particles. By incorporating the microphysical characteristics of particles in the scene, the reflectivity factor of thunderstorm targets is computed. Finally, the radar meteorological equation is applied, utilizing the system parameters of onboard meteorological radar, to establish a thunderstorm echo signal model and achieve the simulation of thunderstorm echo signals using dual polarization meteorological radar onboard aircraft. To validate the accuracy of the method, the simulated echo results are subjected to verification based on a thunderstorm cell identification algorithm. Experimental results obtained by simulating thunderstorm echoes at different elevation angles demonstrate that the proposed thunderstorm echo simulation method based on the WRF model exhibits excellent modeling capabilities for thunderstorm weather. The verification through the thunderstorm cell identification algorithm confirms the accurate representation of thunderstorm cell centroid distribution, structural attributes, and three-dimensional characteristics. Furthermore, a comparison with measured data reveals a strong agreement between the simulated thunderstorm echo results and the actual observations, confirming the authenticity and accuracy of the experimental findings.

     

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