Publication | Open Access
Geomagnetic <i>D<sub>st</sub></i> index forecast based on IMF data only
79
Citations
21
References
2006
Year
Dst ForecastingForecasting MethodologyEngineeringWeather ForecastingGeophysicsIndex ForecastDst IndexNumerical Weather PredictionData ScienceMagnetohydrodynamicsSystems EngineeringGeomagnetismGeographyPredictive AnalyticsEnergy ForecastingForecastingSpace WeatherIntelligent ForecastingArtificial Neural Network
Abstract. In the past years several operational Dst forecasting algorithms, based on both IMF and solar wind plasma parameters, have been developed and used. We describe an Artificial Neural Network (ANN) algorithm which calculates the Dst index on the basis of IMF data only and discuss its performance for several individual storms. Moreover, we briefly comment on the physical grounds which allow the Dst forecasting based on IMF only.
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