文章基本信息

标题：Real-Time 3-D Modeling of the Ground Electric Field Due To Space Weather Events. A Concept and Its Validation
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作者：Mikhail Kruglyakov ; Alexey Kuvshinov ; Elena Marshalko 等
期刊名称：Space Weather
印刷版ISSN：1542-7390
出版年度：2022
卷号：20
期号：4
页码：1-27
DOI：10.1029/2021SW002906
语种：English
出版社：American Geophysical Union
摘要：We present a methodology that allows researchers to simulate in real time the spatiotemporal dynamics of the ground electric field (GEF) in a given 3-D conductivity model of the Earth based on continuously augmented data on the spatiotemporal evolution of the inducing source. The formalism relies on the factorization of the source by spatial modes (SM) and time series of respective expansion coefficients and exploits precomputed GEF kernels generated by corresponding SM. To validate the formalism, we invoke a high-resolution 3-D conductivity model of Fennoscandia and consider a realistic source built using the Spherical Elementary Current Systems (SECS) method as applied to magnetic field data from the International Monitor for Auroral Geomagnetic Effect network of observations. The factorization of the SECSrecovered source is then performed using the principal component analysis. Eventually, we show that the GEF computation at a given time instant on a 512 × 512 grid requires less than 0.025 s provided that GEF kernels due to pre-selected SM are computed in advance. Taking the 7–8 September 2017 geomagnetic storm as a space weather event, we show that real-time high-resolution 3-D modeling of the GEF is feasible. This opens a practical opportunity for GEF (and eventually geomagnetically induced currents) nowcasting and forecasting.