Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning
D. Conde,
F. L. Castillo,
C. Escobar
et al.
Abstract:Severe space weather produced by disturbed conditions on the Sun results in harmful effects both for humans in space and in high‐latitude flights, and for technological systems such as spacecraft or communications. Also, geomagnetically induced currents (GICs) flowing on long ground‐based conductors, such as power networks, potentially threaten critical infrastructures on Earth. The first step in developing an alarm system against GICs is to forecast them. This is a challenging task given the highly non‐linear… Show more
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