72‐Hour Time Series Forecasting of Hourly Relativistic Electron Fluxes at Geostationary Orbit by Deep Learning
Author:
Affiliation:
1. School of Space Research Kyung Hee University Yongin Republic of Korea
2. Department of Astronomy and Space Science Kyung Hee University Yongin Republic of Korea
3. SI‐Analytics Daejeon Republic of Korea
Funder
Korea Astronomy and Space Science Institute
Publisher
American Geophysical Union (AGU)
Subject
Atmospheric Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2022SW003153
Reference35 articles.
1. The occurrence of operational anomalies in spacecraft and their relationship to space weather
2. Linear prediction filter analysis of relativistic electron properties at 6.6RE
3. Space Weather Effects in the Earth’s Radiation Belts
4. Satellite and rocket studies of relativistic electrons and their influence on the middle atmosphere
5. Electron flux models for different energies at geostationary orbit
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