The Rise of Data-Driven Weather Forecasting: A First Statistical Assessment of Machine Learning–Based Weather Forecasts in an Operational-Like Context Z Ben Bouallègue, MCA Clare, L Magnusson, E Gascon, M Maier-Gerber, ... Bulletin of the American Meteorological Society 105 (6), E864-E883, 2024 | 39 | 2024 |
Assessing the predictability of Medicanes in ECMWF ensemble forecasts using an object‐based approach E Di Muzio, M Riemer, AH Fink, M Maier‐Gerber Quarterly Journal of the Royal Meteorological Society 145 (720), 1202-1217, 2019 | 22 | 2019 |
The rise of data-driven weather forecasting: A first statistical assessment of machine learning-based weather forecasts in an operational-like context ZB Bouallègue, MCA Clare, L Magnusson, E Gascon, M Maier-Gerber, ... Bulletin of the American Meteorological Society, 1520-0477, 2024 | 21 | 2024 |
Statistical–dynamical forecasting of subseasonal North Atlantic tropical cyclone occurrence M Maier-Gerber, AH Fink, M Riemer, E Schoemer, C Fischer, B Schulz Weather and Forecasting 36 (6), 2127-2142, 2021 | 13 | 2021 |
Tropical transition of Hurricane Chris (2012) over the North Atlantic Ocean: A multiscale investigation of predictability M Maier-Gerber, M Riemer, AH Fink, P Knippertz, E Di Muzio, ... Monthly Weather Review 147 (3), 951-970, 2019 | 12 | 2019 |
AIFS-ECMWF's data-driven forecasting system S Lang, M Alexe, M Chantry, J Dramsch, F Pinault, B Raoult, MCA Clare, ... arXiv preprint arXiv:2406.01465, 2024 | 9 | 2024 |
Birth of the Biscane M Maier‐Gerber, F Pantillon, E Di Muzio, M Riemer, AH Fink, P Knippertz Weather 72 (8), 236-241, 2017 | 5 | 2017 |
Advances towards a better prediction of weather extremes in the Destination Earth initiative E Gascón, I Sandu, B Vannière, L Magnusson, R Forbes, I Polichtchouk, ... EMS2023, 2023 | 1 | 2023 |
Subseasonal tropical cyclone activity over the North Atlantic: A systematic comparison of different forecast approaches M Maier-Gerber | 1 | 2023 |
Enhancing Extreme Weather Forecasts: Diagnostic Strategies in ECMWF's Destination Earth Initiative E Gascón, M Maier-Gerber, B Vannière, B Sützl, L Magnusson, I Sandu EMS2024, 2024 | | 2024 |
Evaluation of Tropical Cyclones in Global Data-Driven Forecasting Models M Maier-Gerber, L Magnusson, M Chantry 36th Conference on Hurricanes and Tropical Meteorology, 2024 | | 2024 |
Machine Learning-Driven Enhancement of Predictors and Prediction for Tropical Cyclone Activity M Maier-Gerber, L Magnusson, P Bonetti, AM Metelli, M Restelli 36th Conference on Hurricanes and Tropical Meteorology, 2024 | | 2024 |
The Global Extremes Digital Twin of Destination Earth: successes and challenges B Vannière, I Sandu, P Dueben, R Forbes, I Polichtchouk, A Van Niekerk, ... EGU24, 2024 | | 2024 |
Towards a kilometre-scale Earth System Model to better predict extreme weather events: insights from the Destination Earth initiative's case studies. E Gascón, M Maier-Gerber, B Vannière, S Irina, L Magnusson, ... EMS2023, 2023 | | 2023 |
Subseasonal tropical cyclone activity over the North Atlantic MSM Maier-Gerber | | 2023 |
A novel method for objective identification of 3-D potential vorticity anomalies C Fischer, AH Fink, E Schömer, R Van der Linden, M Maier-Gerber, ... Geoscientific Model Development 15 (11), 4447-4468, 2022 | | 2022 |
A novel method for objective identification of weather-relevant 3-D potential vorticity anomalies C Fischer, AH Fink, E Schömer, R van der Linden, M Maier-Gerber, ... EGU General Assembly Conference Abstracts, EGU22-4671, 2022 | | 2022 |
Statistical-Dynamical Forecasting of North Atlantic Tropical Cyclone Activity on Subseasonal Time Scales M Maier-Gerber, AH Fink, M Riemer, E Schoemer, C Fischer, B Schulz 34th Conference on Hurricanes and Tropical Meteorology, 2021 | | 2021 |
A novel identification and tracking method of weather-relevant 3D Potential vorticity streamers C Fischer, E Schömer, AH Fink, M Riemer, M Maier-Gerber EGU General Assembly Conference Abstracts, EGU21-9115, 2021 | | 2021 |