Global Geomagnetic Perturbation Forecasting Using Deep Learning

Global Geomagnetic Perturbation Forecasting Using Deep Learning

Abstract Geomagnetically Induced Currents (GICs) arise from spatio‐temporal changes to Earth's magnetic field, which arise from the interaction of the solar wind with Earth's magnetosphere, and drive catastrophic destruction to our technologically dependent society. Hence, computational mo...

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Main Authors: Vishal Upendran, Panagiotis Tigas, Banafsheh Ferdousi, Téo Bloch, Mark C. M. Cheung, Siddha Ganju, Asti Bhatt, Ryan M. McGranaghan, Yarin Gal
Format: Article
Language:English
Published: Wiley 2022-06-01
Series:Space Weather
Subjects:
geomagnetic perturbations
solar wind
geomagnetically induced currents
deep learning
spherical harmonics
space weather
Online Access:https://doi.org/10.1029/2022SW003045
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https://doi.org/10.1029/2022SW003045

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