Improving Electron Density Predictions in the Topside of the Ionosphere Using Machine Learning on In Situ Satellite Data

Abstract Modeling the Earth's ionosphere is a critical component of forecasting space weather, which in turn impacts radio wave propagation, navigation and communication. This research focuses on predicting the electron density in the topside of the ionosphere using satellite data, in particula...

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Bibliographic Details
Main Authors: S. Dutta, M. B. Cohen
Format: Article
Language:English
Published: Wiley 2022-09-01
Series:Space Weather
Subjects:
Online Access:https://doi.org/10.1029/2022SW003134
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