Lisa Schielicke

Modelling convective cell occurrence in proximity to cold fronts using extreme gradient boosting

Machine learning is emerging as a valuable tool for convection-related applications such as post-processing numerical weather prediction output, improving understanding of convective storm climatology and potentially improving existing convective parameterization schemes. In a ra...