电离层电喷区环形电流的模拟

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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引用次数: 0

摘要

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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Modeling Toroidal Currents in the Ionospheric Electrojet Regions

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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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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