Modeling Ring Current Proton Fluxes Using Artificial Neural Network and Van Allen Probe Measurements

Modeling Ring Current Proton Fluxes Using Artificial Neural Network and Van Allen Probe Measurements

Abstract Terrestrial ring current dynamics are a critical part of the near‐space environment, in that they directly drive geomagnetic field variations that control particle drifts, and define geomagnetic storms. The present study aims to specify a global and time‐varying distribution of ring current...

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Bibliographic Details
Main Authors: Jinxing Li, Jacob Bortnik, Xiangning Chu, Donglai Ma, Sheng Tian, Chih‐Ping Wang, Jerry W. Manweiler, Louis J. Lanzerotti
Format: Article
Language:English
Published: Wiley 2023-05-01
Series:Space Weather
Subjects:
ring current
neural network
machine learning
proton
geomagnetic storm
Van Allen Probe
Online Access:https://doi.org/10.1029/2022SW003257
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https://doi.org/10.1029/2022SW003257

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