Publications

Working Group Artificial Intelligence
Hassanibesheli, Forough, Kurths, Jürgen, Boers, Niklas (2022): Long-term ENSO prediction with echo-state networks - Environmental Research: Climate
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
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
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
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
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
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
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