Cloudy Days: Techniques for Nowcasting Convective Storms and Solar Radiation
Автор: Meteorological Virtual Seminar Series Ghana
Загружено: 2024-09-05
Просмотров: 147
Описание: Convective storms, often linked to flooding and increasingly frequent in the Sahel, require improved nowcasting, especially where radar data is scarce. We first focus on nowcasting cold pools (CPs), key features of convective storms measurable from the ground. By analyzing 10 years of time series data from Northern Europe, we apply this knowledge to measurements from portable automatic weather stations in Senegal, developing an AI-based tool to nowcast CPs in Dakar. Additionally, we discuss satellite-based nowcasting techniques for convective storms and shift to solar radiation nowcasting using geostationary satellite data, to forecast surface solar radiation for solar energy production.
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