Hess, Philipp, Aich, Michael, Pan, Baoxiang, Boers, Niklas:
Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning
- Nature Machine Intelligence
Myrvoll-Nilsen, Eirik, Riechers, Keno, Boers, Niklas:
Synchronization of Layer-Counted Paleoclimatic Proxy Archives Using a Bayesian Regression Modeling Framework
- Bayesian Analysis
Strnad, Felix M., Hunt, Kieran M.R., Boers, Niklas, Goswami, Bedartha:
Intraseasonal synchronization of extreme rainfall between North India and the Sahel
- Quarterly Journal of the Royal Meteorological Society
Schötz, Christof (2025):
Variance inequalities for transformed Fréchet means in Hadamard spaces
- Electronic Journal of Probability
Zheng, Yayun, Hu, Yufei, Boers, Niklas, Duan, Jinqiao, Kurths, Jürgen:
Impact of precipitation on the resilience of tropical forests to non-Gaussian Lévy fluctuations
- Applied Mathematical Modelling
Bochow, Nils, Poltronieri, Anna, Boers, Niklas (2024):
Projections of precipitation and temperatures in Greenland and the impact of spatially uniform anomalies on the evolutionof the ice sheet
- The Cryosphere
Bathiany, Sebastian, Nian, Da, Drüke, Markus, Boers, Niklas (2024):
Resilience Indicators for Tropical Rainforests in a Dynamic Vegetation Model
- Global Change Biology
Akabane, T. K., Chiessi, C. M., Hirota, M., Bouimetarhan, I., Prange, M., Mulitza, S., Bertassoli Jr, D. J., Häggi, C., Staal, A., Lohmann, G., Boers, Niklas, Daniau, A. L., Oliveira, R. S., Campos, M. C., Shi, X., De Oliveira, P. E. (2024):
Weaker Atlantic overturning circulation increases the vulnerability of northern Amazon forests
- Nature Geoscience
Huang, Yu, Bathiany, Sebastian, Ashwin, Peter, Boers, Niklas (2024):
Deep learning for predicting rate-induced tipping
- Nature Machine Intelligence
Morr, Andreas, Boers, Niklas, Ashwin, Peter (2024):
Internal Noise Interference to Warnings of Tipping Points in Generic Multidimensional Dynamical Systems
- SIAM Journal on Applied Dynamical Systems
Zhang, Hao, Xu, Jin-Jian, Cui, Hong-Wei, Li, Lin, Yang, Yaowen, Tang, Chao-Sheng, Boers, Niklas:
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system
- IEEE Geoscience and Remote Sensing Magazine
Nian, Da, Bathiany, Sebastian, Sakschewski, Boris, Drüke, Markus, Blaschke, Lana, Ben-Yami, Maya, von Bloh, Werner, Boers, Niklas (2024):
Rainfall seasonality dominates critical precipitation threshold for the Amazon forest in the LPJmL vegetation model
- Science of the Total Environment
Chen, Min, Qian, Zhen, Boers, Niklas, Creutzig, Felix, Camps-Valls, Gustau, Hubacek, Klaus, Claramunt, Christophe, Wilson, John P., Nativi, Stefano, Jakeman, Anthony J., Müller, R. Dietmar, Batty, Michael, Zhou, Chenghu, Chen, Fahu, Wang, Qiao, Zhang, Fan, Barton, C. Michael, Strobl, Josef, Meadows, Michael, Ratti, Carlo, Hess, Philipp, Xu, Qingsong, Zhang, Zhixin, Gu, Qiushi, Zhu, A-Xing, Lin, Hui, Yuan, Linwang, Lü, Guonian (2024):
Collaboration between artificial intelligence and Earth science communities for mutual benefit [Comment]
- Nature Geoscience
Schötz, Christof (2024):
Quadruple inequalities: between Cauchy-Schwarz and triangle
- Mathematical Inequalities & Applications
Li, Qianze, He, Wenping, Xie, Xiaoqiang, Mei, Ying, Sun, Hui, Boers, Niklas (2024):
Early warning signal of abrupt change in sea level pressure based on changing spectral exponent
- Chaos, Solitons and Fractals
Morr, Andreas, Riechers, Keno, Gorjão, Leonardo Rydin, Boers, Niklas (2024):
Anticipating critical transitions in multidimensional systems driven by time- and state-dependent noise
- Physical Review Research
Ben-Yami, Maya, Good, P., Jackson, L. C., Crucifix, M., Hu, A., Saenko, O., Swingedouw, D., Boers, Niklas (2024):
Impacts of AMOC Collapse on Monsoon Rainfall: A Multi‐Model Comparison
- Earth's Future
Dakos, Vasilis, Boulton, Chris A., Buxton, Joshua E., Abrams, Jesse F., Arellano-Nava, Beatriz, McKay, David I. Armstrong, Bathiany, Sebastian, Blaschke, Lana, Boers, Niklas, Dylewsky, Daniel, López-Martínez, Carlos, Parry, Isobel, Ritchie, Paul, van der Bolt, Bregje, van der Laan, Larissa, Weinans, Els, Kéfi, Sonia (2024):
Tipping point detection and early warnings in climate, ecological, and human systems
- Earth System Dynamics
Ben-Yami, Maya, Morr, Andreas, Bathiany, Sebastian, Boers, Niklas (2024):
Uncertainties too large to predict tipping times of major Earth system components from historical data
- Science Advances
White, Alistair, Kilbertus, Niki, Gelbrecht, Maximilian, Boers, Niklas (2024):
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
- Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Blaschke, Lana, Nian, Da, Bathiany, Sebastian, Ben-Yami, Maya, Smith, Taylor, Boulton, Chris A., Boers, Niklas (2024):
Spatial Correlation Increase in Single‐Sensor Satellite Data Reveals Loss of Amazon Rainforest Resilience
- Earth's Future
Li, Kaiwen, Huang, Yu, Liu, Kai, Wang, Ming, Cai, Fenying, Zhang, Jianxin, Boers, Niklas (2024):
Key propagation pathways of extreme precipitation events revealed by climate networks
- npj Climate and Atmospheric Science
Dhadphale, Jayesh M., Krämer, Kai-Hauke, Gelbrecht, Maximilian, Kurths, Jürgen, Marwan, Norbert, Sujith, R. I. (2024):
Model adaptive phase space reconstruction
- Chaos
Wang, Ya, Huang, Gang, Pan, Baoxiang, Lin, Pengfei, Boers, Niklas, Tao, Weichen, Chen, Yutong, Liu, Bo, Li, Haijie (2024):
Correcting Climate Model Sea Surface Temperature Simulations with Generative Adversarial Networks: Climatology, Interannual Variability, and Extremes
- Advances in Atmospheric Sciences
Lyu, Pumeng, Tang, Tao, Ling, Fenghua, Luo, Jing-Jia, Boers, Niklas, Ouyang, Wanli, Bai, Lei (2024):
ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks
- Advances in Atmospheric Sciences
Poltronieri, Anna, Bochow, Nils, Olson Aksamit, Nikolas, Boers, Niklas, Kristen Jakobsen, Per, Rypdal, Martin (2024):
Arctic summer sea ice loss will accelerate in coming decades
- Environmental Research Letters
Poltronieri, Anna, Bochow, Nils, Boers, Niklas, Rypdal, Martin (2024):
Increasing fluctuations in the Arctic summer sea ice cover are expected with future global warming
- Environmental Research: Climate
Klöwer, Milan, Gelbrecht, Maximilian, Hotta, Daisuke, Willmert, Justin, Silvestri, Simone, Wagner, Gregory L., White, Alistair, Hatfield, Sam, Kimpson, Tom, Constantinou, Navid C., Hill, Chris (2024):
SpeedyWeather.jl: Reinventing atmospheric general circulation models towards interactivity and extensibility
- Journal of Open Source Software
Morr, Andreas, Boers, Niklas (2024):
Detection of Approaching Critical Transitions in Natural Systems Driven by Red Noise
- Physical Review X
Bathiany, Sebastian, Bastiaansen, Robbin, Bastos, Ana, Blaschke, Lana, Lever, Jelle, Loriani, Sina, De Keersmaecker, Wanda, Dorigo, Wouter, Milenković, Milutin, Senf, Cornelius, Smith, Taylor, Verbesselt, Jan, Boers, Niklas:
Ecosystem Resilience Monitoring and Early Warning Using Earth Observation Data: Challenges and Outlook
- Surveys in Geophysics
