Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning

Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning

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 c...

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Bibliographic Details
Main Authors: D. Conde, F. L. Castillo, C. Escobar, C. García, J. E. García, V. Sanz, B. Zaldívar, J. J. Curto, S. Marsal, J. M. Torta
Format: Article
Language:English
Published: Wiley 2023-11-01
Series:Space Weather
Subjects:
geomagnetic storms
deep learning
forecasting
SYM‐H
uncertainties
hyper‐parameter optimization
Online Access:https://doi.org/10.1029/2023SW003474
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https://doi.org/10.1029/2023SW003474

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