A large-ensemble climate simulation database, which is known as the database for policy
decision-making for future climate changes (d4PDF), was designed for climate change risk …

Gravity waves play an essential role in driving and maintaining global circulation. To
understand their contribution in the atmosphere, the accurate reproduction of their …

Bow echoes (BEs) are bow-shaped lines of convective cells that are often associated with
swaths of damaging straight-line winds and small tornadoes. This paper describes a …

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 …

We present a novel method to identify and locate weather fronts at various pressure levels to
create a three dimensional structure using weather data located at the North Atlantic. It …

Weather fronts play an important role in atmospheric science. Their correlation to severe
natural hazards such as extreme precipitation, cyclones or thunderstorms makes localization …

Here, I create a dataset of fronts in mid-and high latitudes by applying an objective front
detection method to the JRA-55 reanalysis and try climate classification based on dynamic …

A common observation in the field of pattern recognition for atmospheric phenomena using
supervised machine learning is that recognition performance decreases for events with few …

This paper presents an application that uses Convolutional Neural Networks (CNN) for the
automatic detection and classification of atmospherical fronts in synoptic maps, which are a …

Das Klima und die Klimaforschung bekommen in den aktuellen Debatten, sowohl in der
öffentlichen Wahrnehmung als auch in der Politik, endlich die Bedeutung, die dieses …