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A complex network-based broad learning system for detecting driver fatigue from EEG signals
- IEEE Transactions on Systems, Man, and Cybernetics: Systems
Xing, Xiaofan, Xiong, Yuankang, Yang, Ruipu, Wang, Rong, Wang, Weibing, Kan, Haidong, Lu, Tun, Li, Dongsheng, Cao, Junji, Peñuelas, Josep, Ciais, Philippe, Bauer, Nicolas, Boucher, Olivier, Balkanski, Yves, Hauglustaine, Didier, Brasseur, Guy, Morawska, Lidia, Janssens, Ivan A., Wang, Xiangrong, Sardans, Jordi, Wang, Yijing, Deng, Yifei, Wang, Lin, Chen, Jianmin, Tang, Xu, Zhang, Renhe (2021):
Predicting the effect of confinement on the COVID-19 spread using machine learning enriched with satellite air pollution observations
- Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Quante, Lennart, Willner, Sven, Middelanis, Robin, Levermann, Anders (2021):
Regions of intensification of extreme snowfall under future warming
- Scientific Reports
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
Upadhyay, Himani, Vinke, Kira, Bhardwaj, Saurabh, Becker, Mechthild A., Irfan, Muhammed, George, Nitin Babu, Biella, Riccardo, Arumugam, Ponraj, Muriki, Santosh Kumar, Paoletti, Emanuela (2021):
Locked Houses, Fallow Lands: Climate Change and Migration in Uttarakhand, India
Schauberger, Bernhard, Makowski, David, Tamara, Ben-Ari, Julien, Boé, Ciais, Philippe (2021):
No historical evidence for increased vulnerability of French crop production to climatic hazards
- Agricultural and Forest Meteorology
Edenhofer, Ottmar, Lessmann, Kai, Tahri, Ibrahim (2021):
Asset Pricing and the Carbon Beta of Externalities
- CESifo Working Paper
Rahmstorf, Stefan (2021):
Sea level in the IPCC 6th assessment report (AR6)
- RealClimate Blog
Calvin, Katherine, Cowie, Annette, Berndes, Göran, Arneth, Almut, Cherubini, Francesco, Portugal‐Pereira, Joana, Grassi, Giacomo, House, Jo, Johnson, Francis X., Popp, Alexander, Rounsevell, Mark, Slade, Raphael, Smith, Pete (2021):
Bioenergy for climate change mitigation: Scale and sustainability
- Global Change Biology Bioenergy
Kotz, Maximilian, Wenz, Leonie, Levermann, Anders (2021):
Footprint of greenhouse forcing in daily temperature variability
- Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Sörgel, Björn, Kriegler, Elmar, Weindl, Isabelle, Rauner, Sebastian, Dirnaichner, Alois, Ruhe, Constantin, Hofmann, Matthias, Bauer, Nicolas, Bertram, Christoph, Bodirsky, Benjamin Leon, Leimbach, Marian, Leininger, Julia, Levesque, Antoine, Luderer, Gunnar, Pehl, Michaja, Wingens, Christopher, Baumstark, Lavinia, Beier, Felicitas, Dietrich, Jan Philipp, Humpenöder, Florian, von Jeetze, Patrick José, Klein, David, Koch, Johannes, Pietzcker, Robert C., Strefler, Jessica, Lotze-Campen, Hermann, Popp, Alexander (2021):
A sustainable development pathway for climate action
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- Nature Climate Change
Rahmstorf, Stefan (2021):
Was der neue Bericht des Weltklimarats für uns bedeutet
- Spiegel Online : Wissenschaft
Alberti, Tommaso, Donner, Reik V., Vannitsem, Stéphane (2021):
Multiscale fractal dimension analysis of a reduced order model of coupled ocean–atmosphere dynamics
- Earth System Dynamics
Stuenzi, Simone Maria, Boike, Julia, Gädeke, Anne, Herzschuh, Ulrike, Kruse, Stefan, Pestryakova, Luidmila A., Westermann, Sebastian, Langer, Moritz (2021):
Sensitivity of ecosystem-protected permafrost under changing boreal forest structures
- Environmental Research Letters
Brovkin, V., Brook, Edward, Williams, John W., Bathiany, Sebastian , Lenton, Timothy M., Barton, Michael, DeConto, Robert M., Donges, Jonathan Friedemann, Ganopolski, Andrey, McManus, Jerry, Praetorius, Summer, de Vernal, Anne, Abe-Ouchi, Ayako, Cheng, Hai, Claussen, Martin, Crucifix, Michel, Gallopin, Gilberto, Iglesias, Virginia, Kaufman, Darrell S., Kleinen, Thomas, Lambert, Fabrice, van der Leeuw, Sander, Liddy, Hannah, Loutre, Marie-France, McGee, David, Rehfeld, Kira, Rhodes, Rachael, Seddon, Alistair W. R., Trauth, Martin H., Vanderveken, Lilian, Yu, Zicheng (2021):
Past abrupt changes, tipping points and cascading impacts in the Earth system
- Nature Geoscience
Trauth, Martin H., Asrat, Asfawossen, Cohen, Andrew S., Duesing, Walter, Foerster, Verena, Kaboth-Bahr, Stefanie, Krämer, Kai-Hauke, Lamb, Henry F., Marwan, Norbert, Maslin, Mark A., Schäbitz, Frank (2021):
Recurring types of variability and transitions in the ∼620 kyr record of climate change from the Chew Bahir basin, southern Ethiopia
- Quaternary Science Reviews
Zabel, Florian, Müller, Christoph, Elliott, Joshua, Minoli, Sara, Jägermeyr, Jonas, Schneider, Julia M., Franke, James A., Moyer, Elisabeth, Dury, Marie, Francois, Luis, Folberth, Christian, Liu, Wenfeng, Pugh, Thomas A.M., Olin, Stefan, Rabin, Sam S., Mauser, Wolfram, Hank, Tobias, Ruane, Alex C., Asseng, Senthold (2021):
Large potential for crop production adaptation depends on available future varieties
- Global Change Biology
Weiland, Ruud Sperna, van der Wiel, Karin, Selten, Frank, Coumou, Dim (2021):
Intransitive Atmosphere Dynamics Leading to Persistent Hot–Dry or Cold–Wet European Summers
- Journal of Climate
Semyachkina-Glushkovskaya, Oxana, Postnov, Dmitry, Lavrova, Anastasia, Fedosov, Ivan, Borisova, Ekaterina, Nikolenko, Vladimir, Penzel, Thomas, Kurths, Jürgen, Tuchin, Valery (2021):
Biophotonic Strategies of Measurement and Stimulation of the Cranial and the Extracranial Lymphatic Drainage Function
- IEEE Journal of Selected Topics in Quantum Electronics
Donges, Jonathan Friedemann, Heitzig, Jobst (2021):
World-Earth Dynamics in the Anthropocene: A Copan Reader 2013 - 2021
Carter, Timothy R., Benzie, Magnus, Campiglio, Emanuele, Carlsen, Henrik, Fronzek, Stefan, Hildén, Mikael, Reyer, Christopher P. O., West, Chris (2021):
A conceptual framework for cross-border impacts of climate change
- Global Environmental Change
Rybski, Diego, Butsic, Van, Kantelhardt, Jan W. (2021):
Self-organized multistability in the forest fire model
- Physical Review E
Censkowsky, Philipp, Otto, Ilona M. (2021):
Understanding Regime Shifts in Social-Ecological Systems Using Data on Direct Ecosystem Service Use
- Frontiers in Environmental Science
Rahmstorf, Stefan (2021):
Wie der Klimawandel mit den Überschwemmungen zusammenhängt
- Spiegel Online : Wissenschaft
Sawicki, Jakub, Koulen, Julia M., Schöll, Eckehard (2021):
Synchronization scenarios in three-layer networks with a hub
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Zhang, Xin, Zou, Tan, Lassaletta, Luis, Mueller, Nathaniel D., Tubiello, Francesco N., Lisk, Matthew D., Lu, Chaoqun, Conant, Richard T., Dorich, Christopher D., Gerber, James, Tian, Hanqin, Bruulsema, Tom, McClellan Maaz, Tai, Nishina, Kazuya, Bodirsky, Benjamin Leon, Popp, Alexander, Bouwman, Lex, Beusen, Arthur, Chang, Jinfeng, Havlík, Petr, Leclère, David, Canadell, Josep G., Jackson, Robert B., Heffer, Patrick, Wanner, Nathan, Zhang, Weifeng, Davidson, Eric A. (2021):
Quantification of global and national nitrogen budgets for crop production
- Nature Food
Bertram, Christoph, Riahi, Keywan, Hilaire, Jérôme, Bosetti, Valentina, Drouet, Laurent, Fricko, Oliver, Malik, Aman, Pupo Nogueira, Larissa, van der Zwaan, Bob, van Ruijven, Bas, van Vuuren, Detlef P., Weitzel, Matthias, Dalla Longa, Francesco, de Boer, Harmen-Sytze, Emmerling, Johannes, Fosse, Florian, Fragkiadakis, Kostas, Harmsen, Mathijs, Keramidas, Kimon, Kishimoto, Paul Natsuo, Kriegler, Elmar, Krey, Volker, Paroussos, Leonidas, Saygin, Deger, Vrontisi, Zoi, Luderer, Gunnar (2021):
Energy system developments and investments in the decisive decade for the Paris Agreement goals
- Environmental Research Letters
Armstrong McKay, David I., Cornell, Sarah E., Richardson, Katherine, Rockström, Johan (2021):
Resolving ecological feedbacks on the oceancarbon sink in Earth system models
- Earth System Dynamics
Rybski, Diego, Pradhan, Prajal, Shutters, Shade T., Butsic, Van, Kropp, Jürgen P. (2021):
Characterizing the sectoral development of cities
- PloS ONE
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
