2025
- Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning. Nature Machine Intelligence 7 (3), 2025, 363-373 mehr…
- Synchronization of Layer-Counted Paleoclimatic Proxy Archives Using a Bayesian Regression Modeling Framework. Bayesian Analysis -1 (-1), 2025 mehr…
- Intraseasonal synchronization of extreme rainfall between North India and the Sahel. Quarterly Journal of the Royal Meteorological Society, 2025 mehr…
- Impact of precipitation on the resilience of tropical forests to non-Gaussian Lévy fluctuations. Applied Mathematical Modelling 141, 2025, 115931 mehr…
2024
- Weaker Atlantic overturning circulation increases the vulnerability of northern Amazon forests. Nature Geoscience 17 (12), 2024, 1284-1290 mehr…
- Ecosystem Resilience Monitoring and Early Warning Using Earth Observation Data: Challenges and Outlook. Surveys in Geophysics, 2024 mehr…
- Resilience Indicators for Tropical Rainforests in a Dynamic Vegetation Model. Global Change Biology 30 (12), 2024 mehr…
- Uncertainties too large to predict tipping times of major Earth system components from historical data. Science Advances 10 (31), 2024 mehr…
- Measuring tropical rainforest resilience under non-Gaussian disturbances. Environmental Research Letters 19 (2), 2024, 024029 mehr…
- Impacts of AMOC Collapse on Monsoon Rainfall: A Multi‐Model Comparison. Earth's Future 12 (9), 2024 mehr…
- Spatial Correlation Increase in Single‐Sensor Satellite Data Reveals Loss of Amazon Rainforest Resilience. Earth's Future 12 (7), 2024 mehr…
- Projections of precipitation and temperatures in Greenland and the impact of spatially uniform anomalies on the evolution of the ice sheet. The Cryosphere 18 (12), 2024, 5825-5863 mehr…
- Collaboration between artificial intelligence and Earth science communities for mutual benefit. Nature Geoscience 17 (10), 2024, 949-952 mehr…
- Tipping point detection and early warnings in climate, ecological, and human systems. Earth System Dynamics 15 (4), 2024, 1117-1135 mehr…
- Critical transitions in the Amazon forest system. Nature 626 (7999), 2024, 555-564 mehr…
- Deep learning for predicting rate-induced tipping. Nature Machine Intelligence, 2024 mehr…
- Deep learning for predicting rate-induced tipping. Nature Machine Intelligence 6 (12), 2024, 1556-1565 mehr…
- Remotely sensing potential climate change tipping points across scales. Nature Communications 15 (1), 2024 mehr…
- Key propagation pathways of extreme precipitation events revealed by climate networks. npj Climate and Atmospheric Science 7 (1), 2024 mehr…
- Early warning signal of abrupt change in sea level pressure based on changing spectral exponent. Chaos, Solitons & Fractals 187, 2024, 115350 mehr…
- ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks. Advances in Atmospheric Sciences 41 (7), 2024, 1289-1298 mehr…
- Statistical precursor signals for Dansgaard–Oeschger cooling transitions. Climate of the Past 20 (3), 2024, 683-699 mehr…
- Detection of Approaching Critical Transitions in Natural Systems Driven by Red Noise. Physical Review X 14 (2), 2024 mehr…
- Internal Noise Interference to Warnings of Tipping Points in Generic Multidimensional Dynamical Systems. SIAM Journal on Applied Dynamical Systems 23 (4), 2024, 2793-2806 mehr…
- Anticipating critical transitions in multidimensional systems driven by time- and state-dependent noise. Physical Review Research 6 (3), 2024 mehr…
- Rainfall seasonality dominates critical precipitation threshold for the Amazon forest in the LPJmL vegetation model. Science of The Total Environment 947, 2024, 174378 mehr…
- Increasing fluctuations in the Arctic summer sea ice cover are expected with future global warming. Environmental Research: Climate 3 (3), 2024, 035007 mehr…
- Arctic summer sea ice loss will accelerate in coming decades. Environmental Research Letters 19 (7), 2024, 074032 mehr…
- Glacial Abrupt Climate Change as a Multiscale Phenomenon Resulting from Monostable Excitable Dynamics. Journal of Climate 37 (8), 2024, 2741-2763 mehr…
- Precipitation over northern South America and the far‐eastern Pacific during <scp>ENSO</scp>: Phase synchronization at inter‐annual time scales. International Journal of Climatology 44 (6), 2024, 2106-2123 mehr…
- Correcting Climate Model Sea Surface Temperature Simulations with Generative Adversarial Networks: Climatology, Interannual Variability, and Extremes. Advances in Atmospheric Sciences 41 (7), 2024, 1299-1312 mehr…
- Stabilized neural differential equations for learning dynamics with explicit constraints. Proceedings of the 37th International Conference on Neural Information Processing Systems (NIPS '23), Curran Associates Inc., 2024 mehr…
- When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system. IEEE Geoscience and Remote Sensing Magazine, 2024, 2-41 mehr…
2023
- Uncertainties in critical slowing down indicators of observation-based fingerprints of the Atlantic Overturning Circulation. Nature Communications 14 (1), 2023 mehr…
- 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…
- Reply to: Evidence lacking for a pending collapse of the Atlantic Meridional Overturning Circulation. Nature Climate Change, 2023 mehr…
- Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment, 2023 mehr…
- Tipping Point Detection and Early-Warnings in climate, ecological, and human systems. EGUsphere 2023, 2023, 1--35 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…
- Synchronization phenomena observed in glacial–interglacial cycles simulated in an Earth system model of intermediate complexity. Earth System Dynamics 14 (6), 2023, 1277-1294 mehr…
- Internal noise interference to warnings of tipping points in generic multi-dimensional dynamical systems. , 2023 mehr…
- A potential collapse of the Atlantic Meridional Overturning Circulation may stabilise eastern Amazonian rainforests. Communications Earth & Environment 4 (1), 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 vegetation resilience estimates depends on biomass density. Nature Ecology & Evolution 7 (11), 2023, 1799-1808 mehr…
- Reliability of resilience estimation based on multi-instrument time series. Earth System Dynamics 14 (1), 2023, 173-183 mehr…
- Propagation pathways of Indo-Pacific rainfall extremes are modulated by Pacific sea surface temperatures. Nature Communications 14 (1), 2023 mehr…
- Little evidence that Amazonian rainforests are approaching a tipping point. Nature Climate Change, 2023 mehr…
- Little evidence that Amazonian rainforests are approaching a tipping point. Nature Climate Change 13 (12), 2023, 1317-1320 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…
- Exploring Geometric Deep Learning for Precipitation Nowcasting. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, IEEE, 2023 mehr…
- Mean exit times as global measure of resilience of tropical forest systems under climatic disturbances—Analytical and numerical results. Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (11), 2023 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…
- 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…
- 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…