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Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning
Forecasting severe weather conditions is still a very challenging and computationally expensive task due to the enormous amount of data and the complexity of the underlying physics.
The Error is the Feature: how to Forecast Lightning using a Model Prediction Error
Current satellite-based approaches to predict thunderstorms are usually based on the analysis of the observed brightness temperatures in different spectral channels and emit a warning if a critical threshold is reached.
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