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

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...

Full description

Saved in:
Bibliographic Details
Main Authors: A. W. Smith, I. J. Rae, C. Forsyth, D. M. Oliveira, M. P. Freeman, D. R. Jackson
Format: Article
Language:English
Published: Wiley 2020-11-01
Series:Space Weather
Subjects:
forecast
interplanetary shock
machine leaning
space weather
Sudden Commencement
Online Access:https://doi.org/10.1029/2020SW002603
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1029/2020SW002603

Similar Items