Predicting CME arrival time through data integration and ensemble learning

Predicting CME arrival time through data integration and ensemble learning

The Sun constantly releases radiation and plasma into the heliosphere. Sporadically, the Sun launches solar eruptions such as flares and coronal mass ejections (CMEs). CMEs carry away a huge amount of mass and magnetic flux with them. An Earth-directed CME can cause serious consequences to the human...

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Bibliographic Details
Main Authors: Khalid A. Alobaid, Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Haodi Jiang, Yan Xu, Vasyl Yurchyshyn, Hongyang Zhang, Huseyin Cavus, Ju Jing
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
heliophysics
space weather
coronal mass ejections
interplanetary shocks
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2022.1013345/full

Internet

https://www.frontiersin.org/articles/10.3389/fspas.2022.1013345/full

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