2014
DOI: 10.1002/2014ja019776
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Local time resolved dynamics of field‐aligned currents and their response to solar wind variability

Abstract: Using 10 years of CHAMP measurements condensed into the empirical model of field-aligned currents through empirical orthogonal function analysis, the dynamics of field-aligned currents (FACs) is modeled and studied in separate magnetic local time (MLT) sectors. We investigate the distributions of FAC intensity and latitude and evaluate their predictability in terms of geospace parameters which are ranked according to their relative importance measured by a multivariate regression procedure. The response time t… Show more

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Cited by 12 publications
(15 citation statements)
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“…When IMF turns to the west, the reconnection topology and the particle transport reverse. This IMFy‐controlling azimuthal polarity coincides with the scenario in Figures d–f which was also suggested to account for the dayside polarity of field‐aligned current azimuthal distribution at Earth [e.g., He et al , , ].…”
Section: Results and Discussion: σB Distribution Under Different Solsupporting
confidence: 83%
“…When IMF turns to the west, the reconnection topology and the particle transport reverse. This IMFy‐controlling azimuthal polarity coincides with the scenario in Figures d–f which was also suggested to account for the dayside polarity of field‐aligned current azimuthal distribution at Earth [e.g., He et al , , ].…”
Section: Results and Discussion: σB Distribution Under Different Solsupporting
confidence: 83%
“…EOF analysis is frequently used in oceanographic and atmospheric sciences. In space physics, EOF analysis has been applied in ionospheric modeling, studies of auroral field‐aligned currents, and investigations of the high‐latitude electric field and geomagnetic variations [ He et al ., , , ; Matsuo et al ., ; Xu and Kamide , ].…”
Section: Construction Of Emvimmentioning
confidence: 99%
“…The resultant regression coefficients β s are shown in Figure and discussed in the following section 4.2. Following He et al [], ridge regression (also known as Tikhonov L2‐norm regularization ) is carried out to stabilize the regression, and to handle the potential multicollinearity in which the control variables are mutually correlated. The regression yields a determination coefficient R 2 for each of the EOF scores.…”
Section: Construction Of Emvimmentioning
confidence: 99%
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“…The FAC densities, especially in the night side, promptly respond to the onset of storm-time substorms. The fact that the R1/R2 current intensity is controlled most efficiently by substorm evolution was pointed out by He et al (2014). On Ann.…”
mentioning
confidence: 98%