Prominence of the training data preparation in geomagnetic storm prediction using deep neural networks

The direct interaction between large-scale interplanetary disturbances emitted from the Sun and the Earth’s magnetosphere can lead to geomagnetic storms representing the most severe space weather events. In general, the geomagnetic activity is measured by the Dst index. Consequently, its accurate pr...

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Detalles Bibliográficos
Autores principales: Cristoforetti, M., Battiston, R., Gobbi, A., Iuppa, R., Piersanti, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9091271/
https://www.ncbi.nlm.nih.gov/pubmed/35538243
http://dx.doi.org/10.1038/s41598-022-11721-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9091271/
https://www.ncbi.nlm.nih.gov/pubmed/35538243
http://dx.doi.org/10.1038/s41598-022-11721-8

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