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Articles | Volume 41, issue 2
https://doi.org/10.5194/angeo-41-529-2023
https://doi.org/10.5194/angeo-41-529-2023
Regular paper
 | 
21 Nov 2023
Regular paper |  | 21 Nov 2023

Probabilistic modelling of substorm occurrences with an echo state network

Shin'ya Nakano, Ryuho Kataoka, Masahito Nosé, and Jesper W. Gjerloev

Data sets

Geomagnetic Wp index, Data Analysis Center for Geomagnetism and Space Magnetism World Data Center for Geomagnetism, Kyoto and M. Nose https://doi.org/10.17593/13437-46800

Geomagnetic AE index, Data Analysis Center for Geomagnetism and Space Magnetism World Data Center for Geomagnetism, Kyoto, M. Nosé, T. Iyemori, M. Sugiura, and T. Kamei https://doi.org/10.17593/15031-54800

The SuperMAG data processing technique (https://supermag.jhuapl.edu/) J. W. Gjerloev https://doi.org/10.1029/2012JA017683

One min and 5-min solar wind data sets at the Earth’s bow shock nose J. King and N. Papitashvili https://omniweb.gsfc.nasa.gov/html/HROdocum.html

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Short summary
Substorms are a phenomenon in the magnetosphere–ionosphere system, which are characterised by...
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