210$^{\circ}$磁子午线亚暴开始时Pi-2脉动的小波分析自动检测

stephen Owino Omondi, Akimasa Yoshikawa, Teiji Uozumi, Yuki Obana, Moe Hayashi, Ayman Mohamed Mahrous
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引用次数: 0

摘要

地面Pi-2脉动包括剪切和快速阿尔芬波、场线共振和等离子体共振的各种模态分量的叠加。这些难以用傅里叶变换解析的复杂波形,用小波变换成功地进行了表征。小波检测采用分解和重构模式来表征时频分量。因此,适合于检测自然信号模式的局部性和复杂性。本研究提出了一种基于Daubechies和Morlet小波变换的Pi-2脉冲自动检测方法。在研究中,在210${^\circ}$磁子午线沿线的CPMN站检测到明显的Pi-2事件。在亚极光区,具有和谐H振荡和离散D波的全球Pi-2脉动表明存在一个具有不同隧穿路径的共同源。在6.7 ~ 22 mHz频段内,观察了不同种类Pi-2的波动谱。极光Pi-2s在当地时间高度局域化,具有明显的H和D间隔,暗示磁层-电离层电流耦合。用180${^\circ}$相移(偏振)和北半球中纬度的群延迟来说明Pi-2在纬度和纵向上的传播。总体而言,从高纬度到低纬度,Pi-2波能分别从峰值15nt下降到小于1nt。最后,还确定了由于台站靠近大海而引起信号衰减的海流外部影响。综上所述,小波分析具有精度高、效率高、计算方便等优点,是研究磁层群落空间事件的重要工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wavelet Analysis for Automatic Detection of Pi-2 Pulsations during Substorm Onset Along the 210$^{\circ}$ Magnetic Meridian
Ground Pi-2 pulsations comprise superpositions of various modal components of shear and fast Alfven waves, field line resonance, and plasmaspheric resonances. These complex waveforms, hard to resolve with Fourier transforms are successfully characterized by wavelet techniques. Wavelet detection employs decomposition and reconstruction modes to characterize time-frequency components. Hence, suitable for the examination of the locality and complexity of natural signal patterns. The current study presents the automatic detection of Pi-2 pulsations using Daubechies and Morlet wavelet transforms. In the study, distinct Pi-2 events from CPMN stations along 210${^\circ}$ magnetic meridian were detected. Global Pi-2 pulsations with harmonious H oscillations and discrete D bays in the sub-aurora zone suggest a common source with diverse tunneling paths. Scalograms of Pi-2 undulations of the frequency band of 6.7-22 mHz were observed despite different kinds of Pi-2s. Auroral Pi-2s were highly localized in local time with clear H and D bays, implying magnetospheric-ionospheric current couplings. Latitudinal and longitudinal Pi-2 propagations are exemplified by 180${^\circ}$ phase-shift (polarization) in EWA and group delay in the mid-latitudes of the northern hemisphere. Overall, Pi-2 wave power from high to low latitudes declined with peak amplitudes of 15 nT to less than 1 nT, respectively. Finally, external influences from sea currents causing signal attenuation due to the station’s proximity to the sea were also identified. To conclude, the accuracy and efficiency of wavelet analysis with no computation hassle render it a valuable tool for the study of space events in the magnetospheric community.
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