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

George Pacey, Stephan Pfahl, Lisa Schielicke

Machine learning is emerging as a valuable tool for convection-related applications such as post-processing numerical weather prediction output, improving understanding of convecti…