Modeling Equatorial to Mid‐Latitudinal Global Night Time Ionospheric Plasma Irregularities Using Machine Learning

Abstract This study focuses on modeling the characteristics of nighttime topside Ionospheric Plasma Irregularities (PI) on a global scale. We utilize Random Forest (RF) and a one‐dimensional Convolutional Neural Network (1D‐CNN) model, incorporating data from the Swarm A, B, and C satellites, space...

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Bibliographic Details
Main Authors: Ephrem Beshir Seba, Giovanni Lapenta
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:Space Weather
Online Access:https://doi.org/10.1029/2023SW003754
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