output
20172025
most citedStatistical Postprocessing for Weather Forecasts -- Review, Challenges and Avenues in a Big Data World

205 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022 · physics.ao-phShow all

2 papers · 2 filters

physics.ao-ph2022★ 51 cited

Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model

Jussi Leinonen, Ulrich Hamann, Ioannis V. Sideris +1

Predictions of thunderstorm-related hazards are needed in several sectors, including first responders, infrastructure management and aviation. To address this need, we present a de…

physics.ao-ph2022★ 33 cited

Seamless lightning nowcasting with recurrent-convolutional deep learning

Jussi Leinonen, Ulrich Hamann, Urs Germann

A deep learning model is presented to nowcast the occurrence of lightning at a five-minute time resolution 60 minutes into the future. The model is based on a recurrent-convolution…