Author in the following contributions
- Seasonal forecast sudden stratospheric warmings and associated winter temperature anomalies based on solar forcing and QBO
- Satellite observations of the polar vortex variations related to energetic electron precipitation
- Influence of energetic electron precipitation on wintertime electricity consumption in Finland and wind power generation in Europe