Forecasting the Probability of Large Rates of Change of the Geomagnetic Field in the UK: Timescales, Horizons, and Thresholds

Abstract Large geomagnetically induced currents (GICs) pose a risk to ground based infrastructure such as power networks. Large GICs may be induced when the rate of change of the ground magnetic field is significantly elevated. We assess the ability of three different machine learning model architec...

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Auteurs principaux:	A. W. Smith, C. Forsyth, I. J. Rae, T. M. Garton, T. Bloch, C. M. Jackman, M. Bakrania
Format:	Artigo
Langue:	Inglês
Publié:	Wiley 2021-09-01
Collection:	Space Weather
Sujets:	GICs space weather forecasting machine learning neural networks model validation
Accès en ligne:	https://doi.org/10.1029/2021SW002788
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