Open-Source Data Processing Chain for Marche Region X-band Weather Radar

Francesco Iocca, M. Lazzeri, M. Pellegrini
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引用次数: 1

Abstract

In the framework of three projects co-funded by the European Union (EU), an X-band (8-12 GHz frequency range) polarimetric radar was installed in the Marche Region territory (East-Central Italy) at Cingoli municipality, province of Macerata. The radar site is located at about 750 m above sea level and about 30 km away from the Adriatic Sea. The radar, managed by the Marche Region Civil Protection Service, is employed for weather monitoring purposes and is in pre-operational stage. It is known that radar measurements are affected by various sources of error, to be addressed in order to improve the accuracy of final products. Among these, the most important are radar calibration, ground and sea clutter, beam blockage, rain attenuation, wet-radome attenuation, beam-broadening, non-uniform beam filling, vertical variability of precipitation and wireless local-area-network (WLAN) interferences. Nowadays quantitative rainfall estimation using X-band weather radar are essential to meet requirements for flood forecasting, water management and many hydro-meteorological applications. Besides higher resolution, X-band radars are cost-effective compared to S- or C-band radars because of smaller antenna size. On the other hand, main disadvantages of such systems are the large influence of attenuation by liquid water and a relatively short range. In this work, we will present the data-processing chain developed ad hoc in order to remove or at least reduce the sources of error affecting Cingoli radar data. The performance of the data-processing chain was evaluated in the light of case studies related to meteorological events that interested Marche region territory in the last two years. The software was developed using open source technology. The current version of the chain does not take into account the echoes from sea clutter and the attenuation due to wet radome that can be significant at X-band; such issues will be addressed in a future work.
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马尔凯地区x波段天气雷达的开源数据处理链
在欧洲联盟(EU)共同资助的三个项目框架内,在马切拉塔省钦戈利市的马尔凯地区(意大利中东部)安装了一个x波段(8-12 GHz频率范围)极化雷达。雷达站点位于海拔约750米,距离亚得里亚海约30公里。该雷达由马尔凯区民防服务队管理,用于天气监测,目前正处于运作前阶段。众所周知,雷达测量受到各种误差来源的影响,需要加以解决,以提高最终产品的精度。其中,最重要的是雷达校准、地面和海面杂波、波束阻塞、雨衰减、湿天线罩衰减、波束加宽、非均匀波束填充、降水垂直变化和无线局域网(WLAN)干扰。目前,利用x波段气象雷达进行定量降雨估算是满足洪水预报、水资源管理和许多水文气象应用需求的必要手段。除了更高的分辨率外,由于天线尺寸较小,x波段雷达与S或c波段雷达相比具有成本效益。另一方面,这种系统的主要缺点是受液态水衰减的影响大,范围相对较短。在这项工作中,我们将介绍专门开发的数据处理链,以消除或至少减少影响钦戈利雷达数据的误差来源。根据过去两年马尔凯地区感兴趣的气象事件的案例研究,对数据处理链的性能进行了评估。该软件是使用开源技术开发的。当前版本的链没有考虑海杂波回波和湿天线罩的衰减,这在x波段可能很明显;这些问题将在今后的工作中加以解决。
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来源期刊
Journal of Electrical and Electronics Engineering
Journal of Electrical and Electronics Engineering Engineering-Electrical and Electronic Engineering
CiteScore
0.90
自引率
0.00%
发文量
0
审稿时长
16 weeks
期刊介绍: Journal of Electrical and Electronics Engineering is a scientific interdisciplinary, application-oriented publication that offer to the researchers and to the PhD students the possibility to disseminate their novel and original scientific and research contributions in the field of electrical and electronics engineering. The articles are reviewed by professionals and the selection of the papers is based only on the quality of their content and following the next criteria: the papers presents the research results of the authors, the papers / the content of the papers have not been submitted or published elsewhere, the paper must be written in English, as well as the fact that the papers should include in the reference list papers already published in recent years in the Journal of Electrical and Electronics Engineering that present similar research results. The topics and instructions for authors of this journal can be found to the appropiate sections.
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