Publications

FutureLab Artificial Intelligence in the Anthropocene
Boulton, Chris A. , Buxton, Joshua E. , Arellano-Nava, Beatriz , Battiany, Sebastian , Blaschke, Lana, Boers, Niklas, Dakos, Vasilis , Dylewsky, Daniel , Kefi, Sonia , Lopez-Martinez, Carlos , Parry, Isobel , Ritchie, Paul , van der Bolt, Bregje , van der Laan, Larissa , Weinans, Els (2023): Early warning signals of Earth system tipping points - The Global Tipping Points Report 2023
Boulton, Chris A., Lenton, Timothy M., Boers, Niklas (2023): Reply to: Little evidence that Amazonian rainforests are approaching a tipping point - Nature Climate Change
Zhao, Shan , Saha, Sudipan , Xiong, Zhitong , Boers, Niklas, Zhu, Xia Xiang (2023): Exploring Geometric Deep Learning for Precipitation Nowcasting - IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium: Proceedings
Bochow, Nils, Poltronieri, Anna, Robinson, Alexander, Montoya, Marisa, Rypdal, Martin, Boers, Niklas (2023): Overshooting the critical threshold for the Greenland ice sheet - Nature
Hess, Philipp, Lange, Stefan, Schötz, Christof, Boers, Niklas (2023): Deep Learning for Bias-Correcting CMIP6-Class Earth System Models - Earth's Future
Strnad, Felix, Schlör, Jakob , Geen, Ruth , Boers, Niklas, Goswami, Bedartha (2023): Propagation pathways of Indo-Pacific rainfall extremes are modulated by Pacific sea surface temperatures - Nature Communications
Fohlmeister, Jens, Sekhon, Natasha, Columbu, Andrea, Vettoretti, Guido, Weitzel, Nils, Rehfeld, Kira, Veiga-Pires, Cristina, Ben-Yami, Maya, Marwan, Norbert, Boers, Niklas (2023): Global reorganization of atmospheric circulation during Dansgaard–Oeschger cycles - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
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 (2023): Iterative integration of deep learning in hybrid Earth surface system modelling - Nature Reviews Earth & Environment
Vallejo Bernal, Sara Maria, Wolf, Frederik, Boers, Niklas, Traxl, Dominik, Marwan, Norbert, Kurths, Jürgen (2023): The role of atmospheric rivers in the distribution of heavy precipitation events over North America - Hydrology and Earth System Sciences
Fohlmeister, Jens, Luetscher, Marc , Spötl, Christoph , Schröder-Ritzrau, Andrea , Schröder, Birgit , Frank, Norbert , Eichstätter, René , Trüssel, Martin , Boers, Niklas, Skiba, Vanessa (2023): The role of Northern Hemisphere summer insolation for millennial-scale climate variability during the penultimate glacial - Communications Earth and Environment
Gelbrecht, Maximilian, White, Alistair, Bathiany, Sebastian, Boers, Niklas (2023): Differential programming for Earth system modeling - Geoscientific Model Development
Riechers, Keno, Rydin Gorjão, Leonardo, Hassanibesheli, Forough, Lind, Pedro G., Witthaut, Dirk, Boers, Niklas (2023): 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
Smith, Taylor, Zotta, Ruxandra-Maria, Boulton, Chris A., Lenton, Timothy M., Dorigo, Wouter, Boers, Niklas (2023): Reliability of resilience estimation based on multi-instrument time series - Earth System Dynamics
Gupta, Shraddha, Su, Zhen, Boers, Niklas, Kurths, Jürgen, Marwan, Norbert, Pappenberger, Florian (2023): Interconnection between the Indian and the East Asian Summer Monsoon: spatial synchronization patterns of extreme rainfall events - International Journal of Climatology
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
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