Hess, Philipp, Drüke, Markus, Petri, Stefan, Strnad, Felix, Boers, Niklas (2022):
Physically constrained generative adversarial networks for improving precipitation fields from Earth system models
- Nature Machine Intelligence
Mitsui, Takahito, Tzedakis, Polychronis C., Wolff, Eric W. (2022):
Insolation evolution and ice volume legacies determine interglacial and glacial intensity
- Climate of the Past
Hassanibesheli, Forough, Kurths, Jürgen, Boers, Niklas (2022):
Long-term ENSO prediction with echo-state networks
- Environmental Research: Climate
Boers, Niklas, Ghil, Michael, Stocker, Thomas F (2022):
Theoretical and paleoclimatic evidence for abrupt transitions in the Earth system
- Environmental Research Letters
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 (2022):
A resilience sensing system for the biosphere
- Philosophical Transactions of the Royal Society B - Biological Sciences
Myrvoll-Nilsen, Eirik, Riechers, Keno, Rypdal, Martin Wibe, Boers, Niklas (2022):
Comprehensive uncertainty estimation of the timing of Greenland warmings in the Greenland ice core records
- Climate of the Past
Tzedakis, Polychronis C., Hodell, David A., Nehrbass-Ahles, Christoph, Mitsui, Takahito, Wolff, Eric W. (2022):
Marine Isotope Stage 11c: An unusual interglacial
- Quaternary Science Reviews
Smith, Taylor, Traxl, Dominik, Boers, Niklas (2022):
Empirical evidence for recent global shifts in vegetation resilience
- Nature Climate Change
Boettner, Christopher, Boers, Niklas (2022):
Critical slowing down in dynamical systems driven by nonstationary correlated noise
- Physical Review Research
Hess, Philipp, Boers, Niklas (2022):
Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall
- Journal of Advances in Modeling Earth Systems
Boulton, Chris A., Lenton, Timothy M., Boers, Niklas (2022):
Pronounced loss of Amazon rainforest resilience since the early 2000s
- Nature Climate Change
Good, Peter, Boers, Niklas, Boulton, Chris A., Lowe, Jason A., Richter, Ingo (2022):
How might a collapse in the Atlantic Meridional Overturning Circulation affect rainfall over tropical South America?
- Climate Resilience and Sustainability
Mitsui, Takahito, Boers, Niklas (2022):
Machine learning approach reveals strong link between obliquity amplitude increase and the Mid-Brunhes transition
- Quaternary Science Reviews
Ludescher, Josef, Martin, Maria A., Boers, Niklas, Bunde, Armin, Ciemer, Catrin, Fan, Jingfang, Havlin, Shlomo, Kretschmer, Marlene, Kurths, Jürgen, Runge, Jakob, Stolbova, Veronica, Surovyatkina, Elena, Schellnhuber, Hans Joachim (2021):
Network-based Forecasting of Climate Phenomena
- Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Gelbrecht, Maximilian, Lucarini, Valerio, Boers, Niklas, Kurths, Jürgen (2021):
Analysis of a bistable climate toy model with physics-based machine learning methods
- European Physical Journal - Special Topics
Gelbrecht, Maximilian, Boers, Niklas, Kurths, Jürgen (2021):
Variability of the low-level circulation of the South American Monsoon analysed with complex networks
- European Physical Journal - Special Topics
Sherriff-Tadano, Sam, Abe-Ouchi, Ayako, Oka, Akira, Mitsui, Takahito, Saito, Fuyuki (2021):
Does a difference in ice sheets between Marine Isotope Stages 3 and 5a affect the duration of stadials? Implications from hosing experiments
- Climate of the Past
Boers, Niklas (2021):
Observation-based early-warning signals for a collapse of the Atlantic Meridional Overturning Circulation
- Nature Climate Change
Riechers, Keno, Boers, Niklas (2021):
Significance of uncertain phasing between the onsets of stadial–interstadial transitions in different Greenland ice core proxies
- Climate of the Past
Irrgang, C., Boers, Niklas, Sonnewald, M., Barnes, E. A., Kadow, C., Staneva, J., Saynisch-Wagner, J. (2021):
Towards neural Earth system modelling by integrating artificial intelligence in Earth system science
- Nature Machine Intelligence
Rypdal, Martin, Boers, Niklas, Fredriksen, Hege-Beate, Eiselt, Kai-Uwe, Johansen, Andreas, Martinsen, Andreas, Falck Mentzoni, Endre, Graversen, Rune G., Rypdal, Kristoffer (2021):
Estimating Remaining Carbon Budgets Using Temperature Responses Informed by CMIP6
- Frontiers in Climate
Mitsui, Takahito, Boers, Niklas (2021):
Seasonal prediction of Indian summer monsoon onset with echo state networks
- Environmental Research Letters
Deininger, Michael, Hansen, Maximilian, Fohlmeister, Jens, Schröder-Ritzrau, Andrea, Burstyn, Yuval, Scholz, Denis (2021):
Are oxygen isotope fractionation factors between calcite and water derived from speleothems systematically biased due to prior calcite precipitation (PCP)?
- Geochimica et Cosmochimica Acta
Waltgenbach, Sarah, Riechelmann, Dana F. C., Spötl, Christoph, Jochum, Klaus P., Fohlmeister, Jens, Schröder-Ritzrau, Andrea, Scholz, Denis (2021):
Climate Variability in Central Europe during the Last 2500 Years Reconstructed from Four High-Resolution Multi-Proxy Speleothem Records
- Geosciences
Gelbrecht, Maximilian, Boers, Niklas, Kurths, Jürgen (2021):
Neural partial differential equations for chaotic systems
- New Journal of Physics
Baldini, J. U. L., Lechleitner, F. A., Breitenbach, S. F. M., van Hunen, J., Baldini, L. M., Wynn, P. M., Jamieson, R. A., Ridley, H. E., Baker, A. J., Walczak, I. W., Fohlmeister, Jens (2021):
Detecting and quantifying palaeoseasonality in stalagmites using geochemical and modelling approaches
- Quaternary Science Reviews
Sano, Kaito, Mitsui, Takahito, Akimoto, Takuma (2020):
Reduction of the synchronization time in random logistic maps
- Physical Review E
Comas-Bru, Laia, Rehfeld, Kira, Roesch, Carla, Amirnezhad-Mozhdehi, Sahar, Harrison, Sandy P., Atsawawaranunt, K., Masood Ahmad, Syet, Ait Brahim, Yassine, Baker, Andy, Bosomworth, Matthew, Breitenbach, Sebastian F. M., Burstyn, Yuval, Columbu, Andrea, Deininger, Michael, Demény, Attila, Dixon, Bronwyn, Fohlmeister, Jens, Hatvani, Istvan Gabor, Hu, Jun, Kaushal, Nikita, Kern, Zoltán, Labuhn, Inga, Lechleitner, Franziska A., Lorrey, Andrew, Martrat, Belen, Novello, Valdir Felipe, Oster, Jessica, Pérez-Mejías, Carlos, Scholz, Denis, Scroxton, Nick, Sinha, Nitesh, Ward, Brittany Marie, Warken, Sophie, Zhang, Haiwei, SISAL Working Group members, None (2020):
SISALv2: a comprehensive speleothem isotope database with multiple age-depth models
- Earth System Science Data
Waltgenbach, Sarah, Scholz, Denis, Spötl, Christoph, Riechelmann, Dana F.C., Jochum, Klaus P., Fohlmeister, Jens, Schröder-Ritzrau, Andrea (2020):
Climate and structure of the 8.2 ka event reconstructed from three speleothems from Germany
- Global and Planetary Change
Therre, Steffen, Fohlmeister, Jens, Fleitmann, Dominik, Matter, Albert, Burns, Stephen J., Arps, Jennifer, Schröder-Ritzrau, Andrea, Friedrich, Ronny, Frank, Norbert (2020):
Climate-induced speleothem radiocarbon variability on Socotra Island from the Last Glacial Maximum to the Younger Dryas
- Climate of the Past
