Reconstruction of low-dimensional magnetospheric dynamics by singular spectrum analysis

Physics

Scientific paper

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Atmospheric Circulation, Dynamic Models, Earth Magnetosphere, Principal Components Analysis, Correlation Coefficients, Fractals, Spectrum Analysis, Time Series Analysis

Scientific paper

Singular spectrum analysis was used to study global magnetospheric dynamics using time series auroral electrojet (AE) data. The calculated correlation dimension of approximately 2.5 confirms the low dimensionality of earlier results. This technique indicated that global magnetospheric dynamics can be described by three variables whose dynamical features were obtained from the AE data.

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