Prediction of Radiation Belts Electron Fluxes at a Low Earth Orbit Using Neural Networks With PROBA‐V/EPT Data

Prediction of Radiation Belts Electron Fluxes at a Low Earth Orbit Using Neural Networks With PROBA‐V/EPT Data

Abstract We introduce for the first time the PROBA‐V/EPT electron flux data to train a deep learning data‐driven model with the purpose of investigating the Earth’s radiation belts dynamics. The Long‐Short Term Memory Neural Network is employed to predict the electron fluxes between 1 and 8 Earth Ra...

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Bibliographic Details
Main Authors: Edith Botek, Viviane Pierrard, Alexandre Winant
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:Space Weather
Subjects:
radiation belts
PROBA‐V/EPT
electron fluxes
neural networks
forecast
Online Access:https://doi.org/10.1029/2023SW003466
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https://doi.org/10.1029/2023SW003466

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