Creation of new Extra-Tropical Cyclone fields in the North Atlantic with Generative Adversarial Networks: A deep learning framework to generate new synthetic atmospheric variables fields from the learned original sample data distribution

Extra-Tropical Cyclones (ETCs) are major storm system ruling and influencing the atmospheric structure at mid-latitudes. These events are usually characterized by strong winds and heavy precipitation and cause considerable storm surges with threatening wave systems for coastal regions. The possibility to simulate these storms or to increase the...