Probabilistic Forecasts of Storm Sudden Commencements From Interplanetary Shocks Using Machine Learning

Abstract In this study we investigate the ability of several different machine learning models to provide probabilistic predictions as to whether interplanetary shocks observed upstream of the Earth at L1 will lead to immediate (Sudden Commencements, SCs) or longer lasting magnetospheric activity (S...

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Detalhes bibliográficos

Principais autores:	A. W. Smith, I. J. Rae, C. Forsyth, D. M. Oliveira, M. P. Freeman, D. R. Jackson
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Wiley 2020-11-01
coleção:	Space Weather
Assuntos:	forecast interplanetary shock machine leaning space weather Sudden Commencement
Acesso em linha:	https://doi.org/10.1029/2020SW002603
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