431 citations
- Universität HamburgDE21 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- University of ReadingGB10 papers
- Heidelberg UniversityDE8 papers
- University of CopenhagenDK8 papers
- Keele UniversityGB7 papers
- Sharif University of TechnologyIR7 papers
- The Open UniversityGB7 papers
- Universidad de AntofagastaCL7 papers
- University of EdinburghGB7 papers
- University of SalernoIT7 papers
- University of St AndrewsGB7 papers
55 papers
Dynamic Deep Learning Based Super-Resolution For The Shallow Water Equations
Maximilian Witte, Fabricio Rodrigues Lapolli, Philip Freese +4
Using the nonlinear shallow water equations as benchmark, we demonstrate that a simulation with the ICON-O ocean model with a 20km resolution that is frequently corrected by a U-ne…
Interpretable multiscale Machine Learning-Based Parameterizations of Convection for ICON
Helge Heuer, Mierk Schwabe, Pierre Gentine +2
Machine learning (ML)-based parameterizations have been developed for Earth System Models (ESMs) with the goal to better represent subgrid-scale processes or to accelerate computat…
Anticipating critical transitions in multidimensional systems driven by time- and state-dependent noise
Andreas Morr, Keno Riechers, Leonardo Rydin Gorjão +1
Anticipating bifurcation-induced transitions in dynamical systems has gained relevance in various fields of the natural, social, and economic sciences. Before the annihilation of a…
Respiration driven CO2 pulses dominate Australia's flux variability
Eva-Marie Metz, Sanam N. Vardag, Sourish Basu +22
The Australian continent contributes substantially to the year-to-year variability of the global terrestrial carbon dioxide (CO2) sink. However, the scarcity of in-situ observation…
Physical properties of near-Earth asteroid (2102) Tantalus from multi-wavelength observations
Agata Rożek, Stephen C. Lowry, Benjamin Rozitis +20
Between 2010 and 2017 we have collected new optical and radar observations of the potentially hazardous asteroid (2102)~Tantalus from the ESO NTT and Danish telescopes at the La Si…
Hasselmann's Paradigm for Stochastic Climate Modelling based on Stochastic Lie Transport
D. Crisan, D. D. Holm, P. Korn
A generic approach to stochastic climate modelling is developed for the example of an idealized Atmosphere-Ocean model that rests upon Hasselmann's paradigm for stochastic climate…