Publications

Complex Networks, Machine Learning & Decision Theory
Rüdiger, Sten, Plietzsch, Anton, Sagués, Francesc, Sokolov, Igor M., Kurths, Jürgen (2020): Epidemics with mutating infectivity on small-world networks - Scientific Reports
Agarwal, Ankit, Marwan, Norbert, Maheswaran, Rathinasamy , Öztürk, Ugur, Kurths, Jürgen, Merz, Bruno (2020): Optimal design of hydrometric station networks based on complex network analysis - Hydrology and Earth System Sciences
Wang, Xin, Wang, Hui, Li, Chuandong, Huang, Tingwen, Kurths, Jürgen (2020): Improved consensus conditions for multi-agent systems with uncertain topology: the generalized transition rates case - IEEE Transactions on Network Science and Engineering
Alberti, Tommaso, Consolini, Giuseppe, Ditlevsen, Peter D., Donner, Reik V., Quattrociocchi, Virgilio (2020): Multiscale measures of phase-space trajectories - Chaos
Mahecha, M. D., Gans, F., Brandt, G., Christiansen, R., Cornell, S. E., Fomferra, N., Kraemer, G., Peters, J., Bodesheim, P., Camps-Valls, G., Donges, Jonathan Friedemann, Dorigo, W., Estupinan-Suarez, L. M., Gutierrez-Velez, V. H., Gutwin, M., Jung, M., Londono, M. C., Miralles, D. G., Papastefanou, P., Reichstein, M. (2020): Earth system data cubes unravel global multivariate dynamics - Earth System Dynamics
Lade, S. J., Steffen, W., Vries, W. de, Carpenter, S. R., Donges, Jonathan Friedemann, Gerten, Dieter, Hoff, Holger, Newbold, T., Richardson, K., Rockström, Johan (2020): Human impacts on planetary boundaries amplified by Earth system interactions - Nature Sustainability
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
Protachevicz, Paulo R., Borges, Fernando S., Iarosz, Kelly C., Baptista, Murilo S., Lameu, Ewandson L., Hansen, Matheus, Caldas, Iberê L., Szezech, José D., Batista, Antonio M., Kurths, Jürgen (2020): Influence of delayed conductance on neuronal synchronization - Frontiers in Physiology
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
Otto, Ilona M., Wiedermann, Marc, Cremades, R., Donges, Jonathan Friedemann, Auer, Cornelia, Lucht, Wolfgang (2020): Human agency in the Anthropocene - Ecological Economics
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)
Barfuss, Wolfram, Donges, Jonathan Friedemann, Vasconcelos, Vitor V., Kurths, Jürgen, Levin, Simon A. (2020): Caring for the future can turn tragedy into comedy for long-term collective action under risk of collapse - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Otto, Ilona M., Donges, Jonathan Friedemann, Lucht, Wolfgang, Schellnhuber, Hans Joachim (2020): Reply to Smith et al.: Social tipping dynamics in a world constrained by conflicting interests - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
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
Athare, Tushar, Pradhan, Prajal, Kropp, Jürgen P. (2020): Environmental Implications and socioeconomic Characterisation of Indian Diets - Science of the Total Environment
Hilaire, Jérôme, Minx, J. C., Callaghan, M. W., Edmonds, J., Luderer, Gunnar, Nemet, G. F., Rogelj, J., del Mar Zamora, M. (2019): Negative emissions and international climate goals - learning from and about mitigation scenarios - Climatic Change
Di Capua, Giorgia, Kretschmer, Marlene, Runge, J., Alessandri, A., Donner, Reik V., van den Hurk, B., Vellore, R., Krishnan, R., Coumou, Dim (2019): Long-lead statistical forecasts of the Indian Summer Monsoon rainfall based on causal precursors - Weather and Forecasting
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
Strnad, Felix, Barfuss, Wolfram, Donges, Jonathan Friedemann, Heitzig, Jobst (2019): Deep reinforcement learning in World-Earth system models to discover sustainable management strategies - Chaos
Ganzenmüller, Raphael, Pradhan, Prajal, Kropp, Jürgen P. (2019): Sectoral performance analysis of national greenhouse gas emission inventories by means of neural networks - Science of the Total Environment
Guo, S., Zhou, D., Fan, Jingfang, Tong, Q., Zhu, T., Lv, W., Li, D., Havlin, S. (2019): Identifying the most influential roads basedon traffic correlation networks - European Physical Journal - Data Science
Öztürk, Ugur, Malik, N., Cheung, K., Marwan, Norbert, Kurths, Jürgen (2019): A network-based comparative study of extreme tropical and frontal storm rainfall over Japan - Climate 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
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
Fan, Jingfang, Meng, Jun, Saberi, A. A. (2019): Percolation framework of the Earth's topography - Physical Review E