Modeling Toroidal Currents in the Ionospheric Electrojet Regions

IF 2.9 2区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Journal of Geophysical Research: Space Physics Pub Date : 2025-01-12 DOI:10.1029/2024JA033080
P. Alken, G. D. Egbert
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Abstract

New basis functions, suitable for fitting magnetic field observations of the auroral and equatorial electrojets, are constructed by applying principal components analysis (PCA) to a set of rotated current loops in the ionospheric E-layer. The current loops, which are defined with respect to quasi-dipole coordinates, are placed in the electrojet regions (northern polar, equatorial, and southern polar) and are then rotated and tilted to capture both zonal and meridional flow directions, enabling a fully 2D representation of the toroidal flow in the E-layer. We consider four possible covariance functions that define correlation between individual loops, and use PCA to derive a set of modes representing toroidal electrojet current flow. These modes can be fitted to magnetic field observations recorded in space and/or on ground in order to reconstruct an equivalent height-integrated current system in the E-layer which best describes the measurements. We present an application of this new technique, which we call LoopPCA, to model quasi-steady ionospheric current systems, by fitting mean ionospheric magnetic fields recorded by the Swarm satellite mission over a 6 year time period.

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电离层电喷区环形电流的模拟
利用主成分分析(PCA)对电离层e层的一组旋转电流环路进行了分析,构建了新的基函数,适用于拟合极光和赤道电喷流的磁场观测。根据准偶极坐标定义的电流环被放置在电喷流区域(北极、赤道和南极),然后旋转和倾斜以捕获纬向和经向流动方向,从而实现e层环面流动的完整二维表示。我们考虑了四种可能的协方差函数,这些协方差函数定义了各个回路之间的相关性,并使用PCA推导出一组表示环形电射流电流的模式。这些模式可以拟合在空间和/或地面上记录的磁场观测,以便在e层中重建一个等效的高度积分电流系统,该系统最能描述测量结果。我们提出了这种新技术的应用,我们称之为LoopPCA,通过拟合Swarm卫星任务在6年时间内记录的平均电离层磁场,来模拟准稳定的电离层电流系统。
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来源期刊
Journal of Geophysical Research: Space Physics
Journal of Geophysical Research: Space Physics Earth and Planetary Sciences-Geophysics
CiteScore
5.30
自引率
35.70%
发文量
570
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