A Statistical Classifier for Historical Geomagnetic Storm Drivers Derived Solely From Ground‐Based Magnetic Field Measurements

A Statistical Classifier for Historical Geomagnetic Storm Drivers Derived Solely From Ground‐Based Magnetic Field Measurements

Solar wind observations show that geomagnetic storms are mainly driven by interplanetary coronal mass ejections (ICMEs) and corotating or stream interaction regions (C/SIRs). We present a binary classifier that assigns one of these drivers to 7,546 storms between 1930 and 2015 using ground‐based geo...

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Bibliographic Details
Main Authors: Leonie Pick, Frederic Effenberger, Irina Zhelavskaya, Monika Korte
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2019-10-01
Series:Earth and Space Science
Subjects:
geomagnetic observatory data
geomagnetic storm drivers
historical geomagnetic storms
supervised machine learning
Online Access:https://doi.org/10.1029/2019EA000726

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