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A Validation Procedure for a Polarimetric Weather Radar Signal Simulator

机译:极化气象雷达信号模拟器的验证程序

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A simulator of weather radar signals can be exploited as a useful reference for many applications, such as weather forecasting and nowcasting models or for training artificial intelligence systems designed to optimize the trajectory of aircrafts with the purpose to reduce flight hazard and fuel consumption. However, before being used, it must be accurately examined under different operating conditions, in order to evaluate the consistency of the outputs produced. In this paper, we present a validation procedure for a newly developed polarimetric weather radar simulator (POWERS). The goal is to assess the ability of the simulator to deal with any kind of input data, be they simulated and real raindrop-size distributions, or outputs generated by numerical weather prediction models. Three different approaches are proposed, each providing a connection between meteorological inputs and the radar observables simulated by POWERS. The analysis is carried out in the case of rainfall, both at S- and X-bands.
机译:天气雷达信号模拟器可以用作许多应用的有用参考,例如天气预报和临近预报模型,或用于培训人工智能系统,以优化飞机的航迹,以减少飞行危险和燃油消耗。但是,在使用前,必须在不同的操作条件下对其进行精确检查,以评估所产生输出的一致性。在本文中,我们介绍了一种新开发的偏振气象雷达模拟器(POWERS)的验证程序。目的是评估模拟器处理任何类型的输入数据(无论是模拟的还是实际的雨滴大小分布)或由数值天气预报模型生成的输出的能力。提出了三种不同的方法,每种方法在气象输入和POWERS模拟的雷达可观测物之间建立了联系。在S波段和X波段都在降雨的情况下进行分析。

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