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Wavelet Based Algorithm for Precipitation Studies

机译:基于小波的降水研究算法

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Rain attenuation studies especially in tropical countries assume significance due to sparse measurements and variability in rain rates and drop size distributions. Conventional techniques are not very significant in dealing with the attenuation due to melting layer and vertical structure of rainfall. The MST radar located at Gadanki, India, is an excellent state of the art system for atmospheric studies. Earlier studies have demonstrated that VHF radars like MST can also be used for precipitation studies. The VHF Radar operating at 53 MHz with a peak power of 2.5 MW is able to provide details of melting layer and drop fall velocities. However, identification of precipitation echo from the clear echo is quite challenging, as 53 MHz is not attenuated by rain. Nevertheless studies have clearly demonstrated in identifying the two echoes. Present Paper deals with new algorithms based on the wavelet analysis techniques (time series data (I & Q)) to deal with the problem. The technique has been used for SNR improvement, and effective tracing of the Doppler profile even in low SNR regions. This is a definite advantage over the conventional algorithms based on single peak detection which usually fail in extracting the Doppler profile in the low SNR regions. Also, the conventional algorithms fail to trace the clear air echo during convection. The proposed algorithm has been tested on both the clear air and convection data sets. The results thus obtained have been compared with existing algorithms. Consistency of Doppler profile and better height coverage has been reported.
机译:雨衰减研究特别是在热带国家,由于稀疏测量和雨率尺寸分布的稀疏测量和变异性,这是显着性。传统技术在处理由于熔化层和降雨的垂直结构引起的衰减方面并不意同。位于印度甘道吉的MST雷达是大气研究的优秀状态。早期的研究表明,像MST这样的VHF雷达也可用于降水研究。在53 MHz工作的VHF雷达,峰值功率为2.5 MW能够提供熔化层和下降速度的细节。然而,从透明回声鉴定降水回声是非常具有挑战性的,因为53MHz未被雨衰衰减。然而,在识别两个回声时清楚地证明了研究。本文涉及基于小波分析技术的新算法(时间序列数据(I&Q))来处理问题。该技术已被用于SNR改进,即使在低SNR区域中也有效地追踪多普勒曲线。这是基于单峰值检测的传统算法的明确优点,该算法通常在低SNR区域中提取多普勒轮廓中的常规验证。此外,传统算法未能在对流期间追踪透明空气回声。所提出的算法已经在清除空气和对流数据集上进行了测试。将由此获得的结果与现有算法进行比较。已经报道了多普勒轮廓的一致性和更好的高度覆盖。

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