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2023

  • Bochow, Nils; Boers, Niklas: The South American monsoon approaches a critical transition in response to deforestation. Science Advances 9 (40), 2023 mehr…
  • Bochow, Nils; Poltronieri, Anna; Robinson, Alexander; Montoya, Marisa; Rypdal, Martin; Boers, Niklas: Overshooting the critical threshold for the Greenland ice sheet. Nature 622 (7983), 2023, 528-536 mehr…
  • Chen, Min; Qian, Zhen; Boers, Niklas; Jakeman, Anthony J.; Kettner, Albert J.; Brandt, Martin; Kwan, Mei-Po; Batty, Michael; Li, Wenwen; Zhu, Rui; Luo, Wei; Ames, Daniel P.; Barton, C. Michael; Cuddy, Susan M.; Koirala, Sujan; Zhang, Fan; Ratti, Carlo; Liu, Jian; Zhong, Teng; Liu, Junzhi; Wen, Yongning; Yue, Songshan; Zhu, Zhiyi; Zhang, Zhixin; Sun, Zhuo; Lin, Jian; Ma, Zaiyang; He, Yuanqing; Xu, Kai; Zhang, Chunxiao; Lin, Hui; Lü, Guonian: Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment, 2023 mehr…
  • Fohlmeister, Jens; Luetscher, Marc; Spötl, Christoph; Schröder-Ritzrau, Andrea; Schröder, Birgit; Frank, Norbert; Eichstädter, René; Trüssel, Martin; Skiba, Vanessa; Boers, Niklas: The role of Northern Hemisphere summer insolation for millennial-scale climate variability during the penultimate glacial. Communications Earth & Environment 4 (1), 2023 mehr…
  • Fohlmeister, Jens; Sekhon, Natasha; Columbu, Andrea; Vettoretti, Guido; Weitzel, Nils; Rehfeld, Kira; Veiga-Pires, Cristina; Ben-Yami, Maya; Marwan, Norbert; Boers, Niklas: Global reorganization of atmospheric circulation during Dansgaard–Oeschger cycles. Proceedings of the National Academy of Sciences 120 (36), 2023 mehr…
  • Gelbrecht, Maximilian; White, Alistair; Bathiany, Sebastian; Boers, Niklas: Differentiable programming for Earth system modeling. Geoscientific Model Development 16 (11), 2023, 3123-3135 mehr…
  • Hess, Philipp; Lange, Stefan; Schötz, Christof; Boers, Niklas: Deep Learning for Bias‐Correcting CMIP6‐Class Earth System Models. Earth's Future 11 (10), 2023 mehr…
  • Riechers, Keno; Rydin Gorjão, Leonardo; Hassanibesheli, Forough; Lind, Pedro G.; Witthaut, Dirk; Boers, Niklas: 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…
  • Smith, Taylor; Boers, Niklas: Global vegetation resilience linked to water availability and variability. Nature Communications 14 (1), 2023 mehr…
  • Smith, Taylor; Zotta, Ruxandra-Maria; Boulton, Chris A.; Lenton, Timothy M.; Dorigo, Wouter; Boers, Niklas: Reliability of resilience estimation based on multi-instrument time series. Earth System Dynamics 14 (1), 2023, 173-183 mehr…
  • Tao, Shengli; Wigneron, Jean-Pierre; Chave, Jerome; Tang, Zhiyao; Wang, Zhiheng; Zhu, Jiangling; Guo, Qinghua; Liu, Yi Y.; Ciais, Philippe: Little evidence that Amazonian rainforests are approaching a tipping point. Nature Climate Change, 2023 mehr…
  • Vallejo-Bernal, Sara M.; Wolf, Frederik; Boers, Niklas; Traxl, Dominik; Marwan, Norbert; Kurths, Jürgen: 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

  • Boers, Niklas; Ghil, Michael; Stocker, Thomas F: Theoretical and paleoclimatic evidence for abrupt transitions in the Earth system. Environmental Research Letters 17 (9), 2022, 093006 mehr…
  • Boettner, Christopher; Boers, Niklas: Critical slowing down in dynamical systems driven by nonstationary correlated noise. Physical Review Research 4 (1), 2022 mehr…
  • Boulton, Chris A.; Lenton, Timothy M.; Boers, Niklas: Pronounced loss of Amazon rainforest resilience since the early 2000s. Nature Climate Change 12 (3), 2022, 271-278 mehr…
  • Boulton, Chris A.; Lenton, Timothy M.; Boers, Niklas: Pronounced loss of Amazon rainforest resilience since the early 2000s. Nature Climate Change 12 (3), 2022, 271-278 mehr…
  • Gupta, Shraddha; Su, Zhen; Boers, Niklas; Kurths, Jürgen; Marwan, Norbert; Pappenberger, Florian: 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…
  • Hassanibesheli, Forough; Kurths, Jürgen; Boers, Niklas: Long-term ENSO prediction with echo-state networks. Environmental Research: Climate 1 (1), 2022, 011002 mehr…
  • Hess, Philipp; Boers, Niklas: Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall. Journal of Advances in Modeling Earth Systems 14 (3), 2022 mehr…
  • Hess, Philipp; Drüke, Markus; Petri, Stefan; Strnad, Felix M.; Boers, Niklas: Physically constrained generative adversarial networks for improving precipitation fields from Earth system models. Nature Machine Intelligence 4 (10), 2022, 828-839 mehr…
  • Lenton, Timothy M.; Buxton, Joshua E.; Armstrong McKay, David I.; Abrams, Jesse F.; Boulton, Chris A.; Lees, Kirsten; Powell, Thomas W. R.; Boers, Niklas; Cunliffe, Andrew M.; Dakos, Vasilis: A resilience sensing system for the biosphere. Philosophical Transactions of the Royal Society B: Biological Sciences 377 (1857), 2022 mehr…
  • Mitsui, Takahito; Boers, Niklas: Machine learning approach reveals strong link between obliquity amplitude increase and the Mid-Brunhes transition. Quaternary Science Reviews 277, 2022, 107344 mehr…
  • Myrvoll-Nilsen, Eirik; Riechers, Keno; Rypdal, Martin Wibe; Boers, Niklas: 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…
  • Myrvoll-Nilsen, Eirik; Riechers, Keno; Rypdal, Martin Wibe; Boers, Niklas: 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…
  • Riechers, Keno; Mitsui, Takahito; Boers, Niklas; Ghil, Michael: Orbital insolation variations, intrinsic climate variability, and Quaternary glaciations. Climate of the Past 18 (4), 2022, 863-893 mehr…
  • Smith, Taylor; Traxl, Dominik; Boers, Niklas: Empirical evidence for recent global shifts in vegetation resilience. Nature Climate Change 12 (5), 2022, 477-484 mehr…

2021

  • Boers, Niklas: Observation-based early-warning signals for a collapse of the Atlantic Meridional Overturning Circulation. Nature Climate Change 11 (8), 2021, 680-688 mehr…
  • Boers, Niklas; Kurths, Jürgen; Marwan, Norbert: Complex systems approaches for Earth system data analysis. Journal of Physics: Complexity 2 (1), 2021, 011001 mehr…
  • Boers, Niklas; Rypdal, Martin: 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…
  • Boettner, Christopher; Klinghammer, Georg; Boers, Niklas; Westerhold, Thomas; Marwan, Norbert: Early-warning signals for Cenozoic climate transitions. Quaternary Science Reviews 270, 2021, 107177 mehr…
  • Ciemer, Catrin; Winkelmann, Ricarda; Kurths, Jürgen; Boers, Niklas: 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…
  • Gelbrecht, Maximilian; Boers, Niklas; Kurths, Jürgen: Neural partial differential equations for chaotic systems. New Journal of Physics 23 (4), 2021, 043005 mehr…
  • Gelbrecht, Maximilian; Boers, Niklas; Kurths, Jürgen: 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…
  • Gelbrecht, Maximilian; Lucarini, Valerio; Boers, Niklas; Kurths, Jürgen: 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…
  • Good, Peter; Boers, Niklas; Boulton, Chris A.; Lowe, Jason A.; Richter, Ingo: How might a collapse in the Atlantic Meridional Overturning Circulation affect rainfall over tropical South America? Climate Resilience and Sustainability 1 (1), 2021 mehr…
  • Gupta, Shraddha; Boers, Niklas; Pappenberger, Florian; Kurths, Jürgen: Complex network approach for detecting tropical cyclones. Climate Dynamics 57 (11-12), 2021, 3355-3364 mehr…
  • Irrgang, Christopher; Boers, Niklas; Sonnewald, Maike; Barnes, Elizabeth A.; Kadow, Christopher; Staneva, Joanna; Saynisch-Wagner, Jan: Towards neural Earth system modelling by integrating artificial intelligence in Earth system science. Nature Machine Intelligence 3 (8), 2021, 667-674 mehr…
  • Ludescher, Josef; Martin, Maria; Boers, Niklas; Bunde, Armin; Ciemer, Catrin; Fan, Jingfang; Havlin, Shlomo; Kretschmer, Marlene; Kurths, Jürgen; Runge, Jakob; Stolbova, Veronika; Surovyatkina, Elena; Schellnhuber, Hans Joachim: Network-based forecasting of climate phenomena. Proceedings of the National Academy of Sciences 118 (47), 2021 mehr…
  • Mitsui, Takahito; Boers, Niklas: Seasonal prediction of Indian summer monsoon onset with echo state networks. Environmental Research Letters 16 (7), 2021, 074024 mehr…
  • Riechers, Keno; Boers, Niklas: 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…
  • Rypdal, Martin; Boers, Niklas; Fredriksen, Hege-Beate; Eiselt, Kai-Uwe; Johansen, Andreas; Martinsen, Andreas; Falck Mentzoni, Endre; Graversen, Rune G.; Rypdal, Kristoffer: Estimating Remaining Carbon Budgets Using Temperature Responses Informed by CMIP6. Frontiers in Climate 3, 2021 mehr…
  • Traxl, Dominik; Boers, Niklas; Rheinwalt, Aljoscha; Bookhagen, Bodo: The role of cyclonic activity in tropical temperature-rainfall scaling. Nature Communications 12 (1), 2021 mehr…