Calculating the High‐Latitude Ionospheric Electrodynamics Using a Machine Learning‐Based Field‐Aligned Current Model

Calculating the High‐Latitude Ionospheric Electrodynamics Using a Machine Learning‐Based Field‐Aligned Current Model

Abstract We introduce a new framework called Machine Learning (ML) based Auroral Ionospheric electrodynamics Model (ML‐AIM). ML‐AIM solves a current continuity equation by utilizing the ML model of Field Aligned Currents of Kunduri et al. (2020, https://doi.org/10.1029/2020JA027908), the FAC‐derived...

Full description

Saved in:
Bibliographic Details
Main Authors: V. Sai Gowtam, Hyunju Connor, Bharat S. R. Kunduri, Joachim Raeder, Karl M. Laundal, S. Tulasi Ram, Dogacan S. Ozturk, Donald Hampton, Shibaji Chakraborty, Charles Owolabi, Amy Keesee
Format: Article
Language:English
Published: Wiley 2024-04-01
Series:Space Weather
Subjects:
auroral electrodynamics
magnetosphere‐ionosphere coupling
cross polar cap potential
field aligned currents
auroral conductance
machine learning
Online Access:https://doi.org/10.1029/2023SW003683
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1029/2023SW003683

Similar Items