2023
- The South American monsoon approaches a critical transition in response to deforestation. Science Advances 9 (40), 2023 mehr…
- Overshooting the critical threshold for the Greenland ice sheet. Nature 622 (7983), 2023, 528-536 mehr…
- Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment, 2023 mehr…
- The role of Northern Hemisphere summer insolation for millennial-scale climate variability during the penultimate glacial. Communications Earth & Environment 4 (1), 2023 mehr…
- Global reorganization of atmospheric circulation during Dansgaard–Oeschger cycles. Proceedings of the National Academy of Sciences 120 (36), 2023 mehr…
- Differentiable programming for Earth system modeling. Geoscientific Model Development 16 (11), 2023, 3123-3135 mehr…
- Deep Learning for Bias‐Correcting CMIP6‐Class Earth System Models. Earth's Future 11 (10), 2023 mehr…
- Stable stadial and interstadial states of the last glacial's climate identified in a combined stable water isotope and dust record from Greenland. Earth System Dynamics 14 (3), 2023, 593-607 mehr…
- Global vegetation resilience linked to water availability and variability. Nature Communications 14 (1), 2023 mehr…
- Reliability of resilience estimation based on multi-instrument time series. Earth System Dynamics 14 (1), 2023, 173-183 mehr…
- Little evidence that Amazonian rainforests are approaching a tipping point. Nature Climate Change, 2023 mehr…
- The role of atmospheric rivers in the distribution of heavy precipitation events over North America. Hydrology and Earth System Sciences 27 (14), 2023, 2645-2660 mehr…
2022
- Theoretical and paleoclimatic evidence for abrupt transitions in the Earth system. Environmental Research Letters 17 (9), 2022, 093006 mehr…
- Critical slowing down in dynamical systems driven by nonstationary correlated noise. Physical Review Research 4 (1), 2022 mehr…
- Pronounced loss of Amazon rainforest resilience since the early 2000s. Nature Climate Change 12 (3), 2022, 271-278 mehr…
- Pronounced loss of Amazon rainforest resilience since the early 2000s. Nature Climate Change 12 (3), 2022, 271-278 mehr…
- Interconnection between the Indian and the East Asian summer monsoon: Spatial synchronization patterns of extreme rainfall events. International Journal of Climatology 43 (2), 2022, 1034-1049 mehr…
- Long-term ENSO prediction with echo-state networks. Environmental Research: Climate 1 (1), 2022, 011002 mehr…
- Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall. Journal of Advances in Modeling Earth Systems 14 (3), 2022 mehr…
- Physically constrained generative adversarial networks for improving precipitation fields from Earth system models. Nature Machine Intelligence 4 (10), 2022, 828-839 mehr…
- A resilience sensing system for the biosphere. Philosophical Transactions of the Royal Society B: Biological Sciences 377 (1857), 2022 mehr…
- Machine learning approach reveals strong link between obliquity amplitude increase and the Mid-Brunhes transition. Quaternary Science Reviews 277, 2022, 107344 mehr…
- Comprehensive uncertainty estimation of the timing of Greenland warmings in the Greenland ice core records. Climate of the Past 18 (6), 2022, 1275-1294 mehr…
- Comprehensive uncertainty estimation of the timing of Greenland warmings in the Greenland ice core records. Climate of the Past 18 (6), 2022, 1275-1294 mehr…
- Orbital insolation variations, intrinsic climate variability, and Quaternary glaciations. Climate of the Past 18 (4), 2022, 863-893 mehr…
- Empirical evidence for recent global shifts in vegetation resilience. Nature Climate Change 12 (5), 2022, 477-484 mehr…
2021
- Observation-based early-warning signals for a collapse of the Atlantic Meridional Overturning Circulation. Nature Climate Change 11 (8), 2021, 680-688 mehr…
- Complex systems approaches for Earth system data analysis. Journal of Physics: Complexity 2 (1), 2021, 011001 mehr…
- Critical slowing down suggests that the western Greenland Ice Sheet is close to a tipping point. Proceedings of the National Academy of Sciences 118 (21), 2021 mehr…
- Early-warning signals for Cenozoic climate transitions. Quaternary Science Reviews 270, 2021, 107177 mehr…
- Impact of an AMOC weakening on the stability of the southern Amazon rainforest. The European Physical Journal Special Topics 230 (14-15), 2021, 3065-3073 mehr…
- Neural partial differential equations for chaotic systems. New Journal of Physics 23 (4), 2021, 043005 mehr…
- Variability of the low-level circulation of the South American Monsoon analysed with complex networks. The European Physical Journal Special Topics 230 (14-15), 2021, 3101-3120 mehr…
- Analysis of a bistable climate toy model with physics-based machine learning methods. The European Physical Journal Special Topics 230 (14-15), 2021, 3121-3131 mehr…
- How might a collapse in the Atlantic Meridional Overturning Circulation affect rainfall over tropical South America? Climate Resilience and Sustainability 1 (1), 2021 mehr…
- Complex network approach for detecting tropical cyclones. Climate Dynamics 57 (11-12), 2021, 3355-3364 mehr…
- Towards neural Earth system modelling by integrating artificial intelligence in Earth system science. Nature Machine Intelligence 3 (8), 2021, 667-674 mehr…
- Network-based forecasting of climate phenomena. Proceedings of the National Academy of Sciences 118 (47), 2021 mehr…
- Seasonal prediction of Indian summer monsoon onset with echo state networks. Environmental Research Letters 16 (7), 2021, 074024 mehr…
- Significance of uncertain phasing between the onsets of stadial–interstadial transitions in different Greenland ice core proxies. Climate of the Past 17 (4), 2021, 1751-1775 mehr…
- Estimating Remaining Carbon Budgets Using Temperature Responses Informed by CMIP6. Frontiers in Climate 3, 2021 mehr…
- The role of cyclonic activity in tropical temperature-rainfall scaling. Nature Communications 12 (1), 2021 mehr…