Emulating Earth system model temperatures with MESMER: from global mean temperature trajectories to grid-point-level realizations on land L Beusch, L Gudmundsson, SI Seneviratne Earth System Dynamics 11 (1), 139-159, 2020 | 66 | 2020 |
Using a 10-Year Radar Archive for Nowcasting Precipitation Growth and Decay: A Probabilistic Machine Learning Approach L Foresti, IV Sideris, D Nerini, L Beusch, U Germann Weather and Forecasting 34 (5), 1547-1569, 2019 | 59 | 2019 |
Responsibility of major emitters for country-level warming and extreme hot years L Beusch, A Nauels, L Gudmundsson, J Gütschow, CF Schleussner, ... Communications Earth & Environment 3 (1), 7, 2022 | 38 | 2022 |
Satellite-based rainfall retrieval: From generalized linear models to artificial neural networks L Beusch, L Foresti, M Gabella, U Hamann Remote Sensing 10 (6), 939, 2018 | 35* | 2018 |
Crossbreeding CMIP6 Earth System Models with an Emulator for Regionally‐optimized Land Temperature Projections L Beusch, L Gudmundsson, SI Seneviratne Geophysical Research Letters, e2019GL086812, 2020 | 24 | 2020 |
From emission scenarios to spatially resolved projections with a chain of computationally efficient emulators: coupling of MAGICC (v7. 5.1) and MESMER (v0. 8.3) L Beusch, Z Nicholls, L Gudmundsson, M Hauser, M Meinshausen, ... Geoscientific Model Development 15 (5), 2085-2103, 2022 | 20* | 2022 |
MESMER-M: an Earth System Model emulator for spatially resolved monthly temperatures S Nath, Q Lejeune, L Beusch, CF Schleussner, SI Seneviratne Earth System Dynamics Discussions 2021, 1-38, 2021 | 13 | 2021 |
Showcasing MESMER‐X: Spatially Resolved Emulation of Annual Maximum Temperatures of Earth System Models Y Quilcaille, L Gudmundsson, L Beusch, M Hauser, SI Seneviratne Geophysical Research Letters 49 (17), e2022GL099012, 2022 | 11 | 2022 |
Dynamics of a Puelche foehn event in the Andes L Beusch, S Raveh-Rubin, M Sprenger, L Papritz Meteorologische Zeitschrift 27 (1), 67-80, 2018 | 9 | 2018 |
Nowcasting of thunderstorm severity with machine learning in the alpine region U Hamann, J Zeder, L Beusch, L Clementi, L Foresti, A Hering, D Nerini, ... Agencia Estatal de Meteorología, 2019 | 7 | 2019 |
A spatially explicit approach for joint temperature-precipitation emulation of Earth System Model simulation S Schöngart, Q Lejeune, CF Schleußner, S Seneviratne, L Gudmundsson, ... EGU General Assembly Conference Abstracts, EGU22-11049, 2022 | 2 | 2022 |
Emulating Earth System Model Temperatures L Beusch, L Gudmundsson, SI Seneviratne Proceedings of the 8th International Workshop on Climate Informatics (CI …, 2018 | 2 | 2018 |
An extreme weather identifier for severe weather warnings: general concept and first results L Beusch, I Mahlstein, D Nerini, U Graf, J Bhend, S Willemse, MA Liniger EMS2023, 2023 | 1 | 2023 |
Nowcasting orographic precipitation growth and decay using machine learning algorithms on a 10-year radar archive in the Swiss Alps L Foresti, IV Sideris, L Panziera, L Beusch, D Nerini, U Germann EGU General Assembly Conference Abstracts, 6361, 2018 | 1 | 2018 |
Towards moisture sources analysis using online trajectories in convection-resolving simulations L Beusch ETH Zürich, 2017 | 1 | 2017 |
Next generation warning production system at MeteoSwiss I Mahlstein, L Beusch, L Moret, S Willemse, M Liniger EMS2023, 2023 | | 2023 |