Publications - Complex Networks, Machine Learning & Decision Theory

 
Wiedermann, Marc, Smith, E. Keith, Heitzig, Jobst, Donges, Jonathan Friedemann (2020): A network-based microfoundation of Granovetter’s threshold model for social tipping - Scientific Reports
Ceglar, Andrej, Zampieri, Matteo, Gonzalez-Reviriego, Nube, Ciais, Philippe, Schauberger, Bernhard, Van der Velde, Marijn: Time-varying impact of climate on French crop yields since 1900 - Environmental Research Letters
Donges, Jonathan Friedemann, Heitzig, Jobst, Barfuss, Wolfram, Wiedermann, Marc, Kassel, Johannes A., Kittel, Tim, Kolb, Jakob Johannes, Kolster, Till, Müller-Hansen, Finn, Otto, Ilona M., Zimmerer, Kilian B., Lucht, Wolfgang (2020): Earth system modeling with endogenous and dynamic human societies: the copan:CORE open World–Earth modeling framework - Earth System Dynamics
Beillouin, Damien, Schauberger, Bernhard, Bastos, Ana, Ciais, Philippe, Makowski, David: Impact of extreme weather conditions on the European crop production in 2018 - Philosophical Transactions of the Royal Society B - Biological Sciences
Schwalbert, R., Amado, T., Nieto, L., Corassa, G., Rice, C., Peralta, N., Schauberger, Bernhard, Gornott, Christoph, Ciampitti, I. (2020): Mid‐season county‐level corn yield forecast for US Corn Belt integrating satellite imagery and weather variables - Crop Science
Pradhan, Prajal, Kropp, Jürgen P. (2020): Interplay between diets, health, and climate change - Sustainability
Athare, Tushar, Pradhan, Prajal, Kropp, Jürgen P. (2020): Environmental Implications and socioeconomic Characterisation of Indian Diets - Science of the Total Environment
Wang, Zhen, Jusup, Marko, Guo, Hao, Shi, Lei, Geček, Sunčana, Anand, Madhur, Perc, Matjaž, Bauch, Chris T., Kurths, Jürgen, Boccaletti, Stefano, Schellnhuber, Hans Joachim (2020): Communicating sentiment and outlook reverses inaction against collective risks - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Wunderling, Nico, Stumpf, Benedikt, Krönke, Jonathan, Staal, A., Tuinenburg, O. A., Winkelmann, Ricarda, Donges, Jonathan Friedemann (2020): How motifs condition critical thresholds for tipping cascades in complex networks: Linking micro- to macro-scales - Chaos
Krönke, Jonathan, Wunderling, Nico, Winkelmann, Ricarda, Staal, Arie, Stumpf, Benedikt, Tuinenburg, Obbe A., Donges, Jonathan Friedemann (2020): Dynamics of tipping cascades on complex networks - Physical Review E
Hellmann, Frank, Schultz, Paul, Jaros, P., Levchenko, R., Kapitaniak, T., Kurths, Jürgen, Maistrenko, Y. (2020): Network-induced multistability through lossy coupling and exotic solitary states - Nature Communications
Lehmann, Jascha, Kretschmer, Marlene, Schauberger, Bernhard, Wechsung, Frank (2020): Potential for early forecast of Moroccan wheat yields based on climatic drivers - Geophysical Research Letters
Gelbrecht, Maximilian, Kurths, Jürgen, Hellmann, Frank (2020): Monte Carlo basin bifurcation analysis - New Journal of Physics
Pitsik, Elena, Frolov, Nikita, Krämer, Kai-Hauke, Grubov, Vadim, Maksimenko, Vladimir, Kurths, Jürgen, Hramov, Alexander (2020): Motor execution reduces EEG signals complexity: Recurrence quantification analysis study - Chaos
Casanueva, Ana, Herrera, Sixto, Iturbide, Maialen, Lange, Stefan, Jury, Martin, Dosio, Alessandro, Maraun, Douglas, Gutiérrez, José M. (2020): Testing bias adjustment methods for regional climate change applications under observational uncertainty and resolution mismatch - Atmospheric Science Letters
Kalkuhl, Matthias, Wenz, Leonie (2020): The impact of climate conditions on economic production. Evidence from a global panel of regions - Journal of Environmental Economics and Management
Steffen, W., Richardson, K., Rockström, Johan, Schellnhuber, Hans Joachim, Dube, O. P., Dutreuil, S., Lenton, T. M., Lubchenco, J. (2020): The emergence and evolution of Earth System Science - Nature Reviews Earth & Environment
Müller-Hansen, Finn, Heitzig, Jobst, Donges, Jonathan Friedemann, Cardoso, M. F., Dalla-Nora, E. L., Andrade, P., Kurths, Jürgen, Thonicke, Kirsten (2019): Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological model - Ecological Economics
Trauth, M. H., Asrat, A., Duesing, W., Foerster, V., Krämer, Kai-Hauke, Marwan, Norbert, Maslin, M. A., Schaebitz, F. (2019): Classifying past climate change in the Chew Bahir basin, southern Ethiopia, using recurrence quantification analysis - Climate Dynamics
Wienand, J. F., Eidmann, D., Kremers, J., Heitzig, Jobst, Hellmann, Frank, Kurths, Jürgen (2019): Impact of network topology on the stability of DC microgrids - Chaos
Pan, Z., Jiao, X., Conradt, Tobias, Ding, X., Wang, H. (2019): Performance evaluation of groundwater overdraft recovery units in North and Coastal China based on DEA models - Journal of Coastal Research
Zscheischler, J., Fischer, E. M., Lange, Stefan (2019): The effect of univariate bias adjustment on multivariate hazard estimates - Earth System Dynamics
Wolf, Frederik, Kirsch, Catrin, Donner, Reik V. (2019): Edge directionality properties in complex spherical networks - Physical Review E
Runge, J., Nowack, P., Kretschmer, Marlene, Flaxman, S., Sejdinovic, D. (2019): Detecting and quantifying causal associations in large nonlinear time series datasets - Science Advances
Strnad, Felix, Barfuss, Wolfram, Donges, Jonathan Friedemann, Heitzig, Jobst (2019): Deep reinforcement learning in World-Earth system models to discover sustainable management strategies - Chaos
Piemontese, L., Fetzer, I., Rockström, Johan, Jaramillo, F. (2019): Future hydroclimatic impacts on Africa: Beyond the Paris Agreement - Earth's Future