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A detailed investigation of low latitude tweek atmospherics observed by the WHU ELF/VLF receiver:Ⅰ. Automatic detection and analysis method

机译:WHU ELF / VLF接收器观察到低纬度TWEEK大气压的详细调查:Ⅰ。自动检测和分析方法

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摘要

As a dispersive wave mode produced by lightning strokes, tweek atmospherics provide important hints of lower ionospheric(i.e., D-region) electron density. Based on data accumulation from the WHU ELF/VLF receiver system, we develop an automatic detection module in terms of the maximum-entropy-spectral-estimation(MESE) method to identify unambiguous instances of low latitude tweeks.We justify the feasibility of our procedure through a detailed analysis of the data observed at the Suizhou Station(31.57°N, 113.32°E) on17 February 2016. A total of 3961 tweeks were registered by visual inspection;the automatic detection method captured 4342 tweeks, of which 3361 were correct ones, producing a correctness percentage of 77.4%(= 3361/4342) and a false alarm rate of 22.6%(= 981/4342).A Short-Time Fourier Transformation(STFT) was also applied to trace the power spectral profiles of identified tweeks and to evaluate the tweek propagation distance. It is found that the fitting accuracy of the frequency–time curve and the relative difference of propagation distance between the two methods through the slope and through the intercept can be used to further improve the accuracy of automatic tweek identification. We suggest that our automatic tweek detection and analysis method therefore supplies a valuable means to investigate features of low latitude tweek atmospherics and associated ionospheric parameters comprehensively.
机译:作为通过雷击中产生的分散波模式,Tweek Atmosphers提供了较低电离层(即D区)电子密度的重要提示。基于WHU ELF / VLF接收器系统的数据累积,我们在最大熵光谱估计(MESE)方法方面开发自动检测模块,以确定低纬度Tweeks的明确实例。我们可以证明我们的程序的可行性通过对2016年2月17日在苏州站(31.57°N,113.32°E)观察到的数据的详细分析。通过目视检查共登记了3961个Tweeks;自动检测方法捕获了4342个Tweeks,其中3361是正确的,产生77.4%(= 3361/4342)的正确性百分比,误报率为22.6%(= 981/4342).A的短时傅里叶变换(STFT)也应用于追踪所识别的Tweeks的功率谱谱并评估Tweek传播距离。发现频率 - 时曲线的拟合精度和通过斜坡和通过截距的两种方法之间的传播距离的相对差异可以用于进一步提高自动锥形识别的准确性。因此,我们建议我们的自动Tweek检测和分析方法提供了一种综合地研究低纬度Tweek Intoshers和相关电离层参数的特征的有价值手段。

著录项

  • 来源
    《地球与行星物理:英文版》 |2020年第002期|P.120-130|共11页
  • 作者单位

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 ChinaState Key Laboratory of Space Weather Chinese Academy of Sciences Beijing 100190 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 ChinaState Key Laboratory of Space Weather Chinese Academy of Sciences Beijing 100190 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

    Department of Space Physics School of Electronic Information Wuhan University Wuhan 430072 China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 chi
  • 中图分类 TN9;
  • 关键词

    tweeks; automatic detection; WHU-VLF receiver;

    机译:Tweeks;自动检测;WHU-VLF接收器;
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