camvis2 - Deep Learning for Visibility Estimation

Nicola will be presenting our recent progress on using deep learning models for camera-based visibility estimation at this year’s CIMO TECO conference.

photocast in the Media

Our work on photographic visualization of weather forecasts has made it to TV, as part of a segment on AI applications for meteorology :-) Thank you to Daniele Nerini for the presentation.

Photographic Visualization of Weather Forecasts

Our paper on photographic visualization of weather forecasts has been published in Volume 2, Issue 1 of Artificial Intelligence for the Earth Systems (AIES), which is a recently established journal of the American Meteorological Society.

Colloquium in Climatology, Climate Impact and Remote Sensing

I was invited by Céline Portenier and Stefan Wunderle to present our work on photographic visualizations of weather forecasts in the Colloquium in Climatology, Climate Impact and Remote Sensing at the University of Berne. This was also an opportunity to expand the presentation and include more background information about GANs and our latest evaluation results. Many thanks for the great discussion and feedback!

ECMWF Machine Learning Workshop

The 2022 ECMWF Machine Learning Workshop provided a virtual forum for the discussion of machine learning applications for NWP and climate services. I presented our work on using GANs to create photographic visualizations of weather forecasts.