Understanding and Modeling the Dynamics of Storm‐Time Atmospheric Neutral Density Using Random Forests

Understanding and Modeling the Dynamics of Storm‐Time Atmospheric Neutral Density Using Random Forests

Abstract Atmospheric neutral density is a crucial component to accurately predict and track the motion of satellites. During periods of elevated solar and geomagnetic activity atmospheric neutral density becomes highly variable and dynamic. This variability and enhanced dynamics make it difficult to...

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Bibliographic Details
Main Authors: K. Murphy, A. J. Halford, V. Liu, J. Klenzing, J. Smith, K. Garcia‐Sage, J. Pettit, I. J. Rae
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Space Weather
Subjects:
atmospheric density
satellite drag
geomagnetic storms
solar driving
magnetospheric driving
machine learning
Online Access:https://doi.org/10.1029/2024SW003928
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