Analysis of magnetometer data using wavelet transforms

J. M. Rees, Christopher R. Wilford, R. Moffett, Z. Dent, I. Mann
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引用次数: 4

Abstract

Geomagnetic field–line resonances may be identified via the use of cross–phase analysis of data from two closely spaced meridional ground–based magnetometer stations. It has been demonstrated that preprocessing of the data using a wavelet–based filter, chosen with regard to the variance of coefficients of the wavelet components, can be used to remove both low–frequency trend and large amplitude, localized structures, thus facilitating the selection of the eigenfrequency. We demonstrate that the dependence of the variance of coefficients on the wavelet level during a geomagnetic storm event is characteristically different from that obtained from data on a day associated with quiet geomagnetic activity. This suggests that the spectral nature of magnetic disturbances excited in the magnetosphere is dependent upon the level of geomagnetic activity.
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用小波变换分析磁强计数据
地磁力线共振可以通过对两个相距很近的经向地面磁力计站的数据进行交叉相位分析来确定。研究表明,根据小波分量的系数方差选择基于小波的滤波器对数据进行预处理,既可以去除低频趋势,也可以去除振幅较大的局部结构,从而便于特征频率的选择。我们证明,在地磁风暴事件期间,系数方差在小波水平上的依赖关系与从地磁活动平静日的数据中获得的特征不同。这表明,在磁层中激发的磁扰动的光谱性质取决于地磁活动的水平。
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