Modeling of Ultraviolet Aurora Intensity Associated With Interplanetary and Geomagnetic Parameters Based on Neural Networks

Modeling of Ultraviolet Aurora Intensity Associated With Interplanetary and Geomagnetic Parameters Based on Neural Networks

Abstract The spatial distribution of aurora intensity is an important manifestation of solar wind‐magnetosphere‐ionosphere energy coupling process, and it oscillates with the change of space environment parameters and geomagnetic index. It is of great significance to establish an appropriate aurora...

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Bibliographic Details
Main Authors: Ze‐Jun Hu, Bing Han, Yisheng Zhang, Huifang Lian, Ping Wang, Guojun Li, Bin Li, Xiang‐Cai Chen, Jian‐Jun Liu
Format: Article
Language:English
Published: Wiley 2021-11-01
Series:Space Weather
Subjects:
ultraviolet auroral intensity model
neural networks
interplanetary and geomagnetic parameters
generalized regression neural network
conditional generation adversarial network
Online Access:https://doi.org/10.1029/2021SW002751
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https://doi.org/10.1029/2021SW002751

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