Automated detection and classification of synoptic-scale fronts from atmospheric data grids

• Published in: Weather and climate dynamics Vol. 3; no. 1; pp. 113 - 137
• Main Authors: Niebler, Stefan, Miltenberger, Annette, Schmidt, Bertil, Spichtinger, Peter
• Format: Journal Article
• Language: English
• Published: Copernicus Publications 01.02.2022

Automatic determination of fronts from atmospheric data is an important task for weather prediction as well as for research of synoptic-scale phenomena. In this paper we introduce a deep neural network to detect and classify fronts from multi-level ERA5 reanalysis data. Model training and prediction...