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Global Domino Effects in the Earth System – The

cambridge.org/ potential role of wanted tipping points

Marc Wiedermann1∗, Ricarda Winkelmann1,2∗, Jonathan F. Donges1,3, Christina Eder4, Jobst Heitzig1, Alexia Katsanidou4,5, E. Keith Smith4 Intelligence briefing 1Potsdam Institute for Climate Impact Research, Member of the Leibniz Association, Telegrafenberg Key words: social tipping, climate action, climate A31, 14473 Potsdam, Germany concern, climate impacts 2Institute of Physics and Astronomy, University of Potsdam, Potsdam, Germany 3 Author for correspondence: Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, 114 19 Stockholm, Sweden Ricarda Winkelmann, Email: 4GESIS – Leibniz Institute for the Social Sciences, Unter Sachsenhausen 6-8, 50667 Cologne, Germany [email protected] and 5Institute of Sociology and Social Psychology, University of Cologne, Cologne, Germany Marc Wiedermann, Email: *shared first authorship [email protected]

Abstract Vital parts of the climate system, such as the West Antarctic Ice Sheet, are at risk even within the aspired aims of the Agreement to limit global temperature rise to 1.5 – 2◦C. These so- called natural tipping elements are characterized by rapid qualitative shifts in their states once a critical threshold, e.g., of global mean temperature, is transgressed. We argue that the prevention of such unwanted tipping through effective climate policies may critically depend on cascading Domino effects from (anticipated) climate impacts to emission reductions via wanted social tipping in attitudes, behaviors and policies. Specifically, the latter has recently been noted as a key aspect in addressing contemporary global challenges, such as , via self- amplifying positive feedbacks similar to the processes observable in climate tipping elements. Our discussion is supported with data on commonly observed linkages between (subjective) climate change knowledge, concern and consequential potential action and we argue that the presence of such interrelations serves as a necessary condition for the possibility of rapid climate action. arXiv:1911.10063v2 [physics.soc-ph] 18 Dec 2019

© Cambridge University Press and the European Microwave Association 2019

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How climate tipping became real -or- The unwanted warming (Schellnhuber et al., 2016). Interactions between these tipping point climate tipping elements (Kriegler et al., 2009) could trigger cas- cading effects and positive feedbacks that would further amplify There may have been a turning point in our thinking about cli- global warming (Steffen et al., 2018; Lenton et al., 2019) (see mate change: In 2014, several research groups suggested that the potential feedbacks in Fig. 1). Amundsen region of West Antarctica had entered a new dynamic With the recent observations from the Amundsen basin (Rignot regime, with glacier retreat controlled by the marine ice-sheet et al., 2014), the rather theoretical notion of climate tipping has instability, which could lead to its collapse in the long-term (e.g., become a reality. Declared a “holy shit moment of global warm- Rignot et al., 2014). Changes in the surrounding ocean circula- ing” by public media (Mooney, 2014), the implications are being tion have initiated internal ice dynamics that essentially cannot be widely discussed in science and the public (Lenton et al., 2019). reversed. They will likely lead to a destabilization of this entire ice basin and subsequently to global sea-level rise (Joughin et al., 2014; Feldmann and Levermann, 2015). A lot is at stake: this part of West Antarctica alone holds enough ice to raise global The need for social tipping -or- The wanted tipping point sea level by more than one meter (Bamber et al., 2009), while all of the marine ice basins in Antarctica together have a sea-level Without a rapid reduction in anthropogenic greenhouse gas emis- equivalent of almost 20 meters (DeConto and Pollard, 2016). sions, sea-level rise from the ice-sheets’ mass loss will continue The Antarctic Ice Sheet is only one of several crucial parts of for centuries or even millennia, changing the face of our planet as the climate system which – though massive in size – are so frag- we know it (Clark et al., 2016). In order to keep global warming ◦ ile that they can be severely disrupted by human activity. For these to “well below 2 C” compared to preindustrial levels and thereby so-called tipping elements, a small perturbation can suffice to push avoid some of the most severe climate change impacts on the long- them into a qualitatively different mode of operation (Schellnhu- term, swift action is required: net-zero greenhouse gas emissions ber, 2009). Several such large-scale tipping elements have been have to be achieved around mid-century, and the peak in emis- identified in the climate system (Lenton et al., 2008; Levermann sions as early as 2020 (Figueres et al., 2017). This translates into et al., 2012). Among the candidates with the most severe and far- roughly halving CO2 emissions each decade until 2050 in order to reaching consequences for the entire planet are the Thermohaline meet the Paris climate target with a 75% chance (Rockström et al., Ocean Circulation (Caesar et al., 2018) and the Greenland (Robin- 2017). However, in reality, global emissions have generally been son et al., 2012) and Antarctic ice sheets (Winkelmann et al., rising over the past decades (Figueres et al., 2017). 2015) (left part of Fig. 1). The risk of transgressing their criti- We are thus facing a severe clash of time-scales, with the cal thresholds increases with continued greenhouse gas emissions need to reverse the current trend in emissions in just a few years, and global warming (Church et al., 2013). The ice-sheets, along while climate impacts will continue to manifest well beyond the with coral reefs, mountain glaciers and the Arctic summer sea- end of this century. In order to overcome this dilemma and to ice, might in fact reach their tipping point even within the Paris meet the ambitious goals of the , the amplifying Agreement’s target temperature range of 1.5 to 2◦ C of global feedbacks between climate tipping elements need to be matched with self-reinforcing effects within social systems bringing about

Greenland Ice Sheet Attitudes freshwater input + reduced - warming

Thermohaline Ocean Circulation salinity advection + Other tipping Policy elements

sea-level + Southern Ocean heat accumulation + Antarctic Behaviour (Consumption, production, Ice Sheet land-use,…)

Fig. 1. Domino effects in the Earth System. The knowledge of (anticipated or already observable) impacts caused by climate tipping elements (in green) such as the Antarctic Ice Sheet, Greenland Ice Sheet and the Thermohaline Ocean Circulation could lead to social tipping (in blue) via changes in attitudes, policies and – ultimately – behavior (for instance changes in consumption, production or land-use). In turn, processes within the social sphere can strongly affect the climate system through changes in greenhouse gas emissions. Green arrows denote possible feedbacks between the climate tipping elements. Plus (minus) signs indicate that the tipping of one element is likely to enhance (decrease) the possibility of another. Blue arrows indicate possible interactions in the social sphere.

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Domino Effects in the Earth System – The potential role of wanted tipping points 3

How concerned are you about polar ice loss?

0.50 0.25 fairly not very not at all

concerned concerned concerned very concerned 0.00

very informed A B

somewhat informed 0.7

somewhat 0.6 uninformed How well are you the polar regions? 0.5

nomdaotcagsin informed about changes very uninformed 0.4

very concerned C 0.3

direct link Conditional probabilities fairly concerned 0.2

not very 0.1 concerned

about polar ice loss? 0.0 How concerned are you not at all concerned

indirect link 0.0 0.5

direct link I already drive less willing be willing I don't drive Yes I would be No I would not

Are you willing to actively reduce your emission by, e.g., driving your car less?

Fig. 2. Climate knowledge leads to action via concern. Results of a social survey from Germany consisting of three questions regarding the loss of polar ice (see blue shaded ellipses). The exact questions (in German, with translation into English) are given in the Supplementary Information. The wording given in the labels presents a synthesis of the original introductory and question texts. Colors in A,B,C indicate conditional probabilities for answers on the horizontal axis given an answer on the vertical axis. The bar-charts indicate the relative frequency of each given answer.

rapid societal changes, or social tipping. This notion of social tip- It remains to note that, in contrast to most natural tipping ping, where a relatively small perturbation shifts a social system elements, social tipping elements can have positive or negative into a qualitatively different state via self-amplifying effects, has consequences for the coupled socio-ecological Earth system. As received recent scholarly interest (Milkoreit et al., 2018; Farmer such, their classification, much more than for natural tipping ele- et al., 2019; Tàbara et al., 2018). As such, this definition of social ments, is often based on normative judgement (Tàbara et al., 2018; tipping by means of positive feedback effects closely aligns with Farmer et al., 2019). the proposed definitions of climate tipping elements (Lenton et al., 2008; Levermann et al., 2012). Anticipated climate impacts as potential drivers of Societal transformation, where a system shifts from one state social change to a qualitatively different one has often been a key marking of historical transformations. These shifts can be sudden, such as It has been well established that meeting the aims of the Paris the “Velvet Revolution” in communist Czechoslovakia, where the Agreement is not only necessary but also still physically feasible ruling party fell within a matter of a few days, consequently lead- in the climate system (e.g., Schellnhuber et al., 2016). However, ing to an end of the command economy and the establishing of a the questions remains as to what such feasibility entails in the parliamentary republic. On the other hand, such shifts can also social sphere. occur on comparably slower time-scale, like the decades-long Effective mitigation of climate change requires behavioral “civil rights movement” in the United States, culminating in the change on the individual level, but, importantly, also the imple- 1960’s with a series of legislation banning formalized discrim- mentation of coordinated climate policies. Climate action on both inatory practices, guaranteeing equal access to education, labor, levels requires a sufficiently high level of awareness and cli- housing and voting rights. In addition rapid societal change can mate change concern to allow spreading of individual behavioral even be caused by unanticipated forces, such as the Fukushima change on social networks and the support of global climate Disaster in Japan affecting rapid shifts away from nuclear energy policies through democratic institutions. A number of factors production in Germany. including values, attitudes and political orientations, as well as other indicators, such as demographic characteristics, knowledge,

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risk perception and trust, have all been linked to climate change and potential action are a necessary condition for behavioral and awareness and concern (Hornsey et al., 2016). More importantly, social transformation, i.e., social tipping to occur. In other words subjective climate change knowledge, or climate literacy, has been if either a direct link between knowledge and concern or con- shown to be a strong positive predictor of such climate change cern and behavior would be absent such transformations or tipping concern (Kahan et al., 2012). At the same time, climate change would possibly be far less likely to occur. The present analysis concern has been shown to be strongly related to engagement in mainly intends to show that changes in behavior may come about environmentally friendly actions, albeit less strongly than with as the result of transformations along such a chain of processes. climate policy support (Hornsey et al., 2016). We show that the (German) public seems to recognize and antici- Given the need for rapid social changes, we question whether pate changes in the polar region which they consequently see as a it is possible that anticipated impacts of climate change can affect potential threat to future generations. Assessing whether this state behaviors and/or increase the likelihood of climate change ame- ultimately leads to environmental action may be determined by liorative policies. Generally, the perceptions of risks have been a multitude of additional variables that require further in-depth broadly noted as key drivers of behavior, such that the more an analysis. individual perceives a certain risk, the more likely they are to act Hence, further research needs to engage in understanding the in ways that aim to minimize these risks. The role of such antic- possible mechanisms and potential drivers behind the relatin- ipated risks has been discussed with respect to a broad range of ship between knowledge, concerns and behaviors. As noted by behaviors and aspects, such as health (Brewer et al., 2007; Floyd Kollmuss and Agyeman (2002), several barriers limit the possi- et al., 2000), financial decision making (Weber, 2004; Weber et al., bility for behavioral changes, such as higher costs of engaging 2012), or sexual behaviors (Benthin et al., 1993). Specifically with in new behaviors (Diekmann and Preisendörfer, 2003), or lim- respect to climate change, increased risk perceptions have been iting cultural, economic or political factors. We also note that found to motivate individuals to engage in more climate friendly knowledge may be further fostered by novel foci in education or behaviors (O’Connor et al., 1999; Semenza et al., 2008) as well increased media coverage. In addition, behavioral change can cer- as support climate policies (Leiserowitz et al., 2013; Smith and tainly also result from processes other than subjective knowledge Mayer, 2018). and concern, e.g., new technologies or changing socio-economic Drawing from environmental psychology, Kollmuss and Agye- conditions. Ultimately, individual actions themselves may be fol- man (2002) establish a theoretical framework noting the interplay lowed by emergent collective action as well as consequential between internal (e.g. motivation, values, attitudes) and external environmental regulations and climate policies. factors (e.g. institutional, economic, cultural) driving individual likelihood to engage in environmentally friendly behaviors. Inter- nal motivations, such as concerns, can drive pro-environmental Domino effects in the Earth System actions, most effectively when they are in synergy with other inter- In summary, we ask, somewhat provocatively, whether changes nal and external factors. And while knowledge of climate change in perceptions of natural dynamics in the Polar regions can raise is related to concerns, the relationship between knowledge and concerns about climate change enough to tip behaviors and cli- behavioral change is often indirect, filtered via external (institu- mate policies for achieving substantive reductions in greenhouse tional, economic, cultural) and internal (motivation) factors. Previ- gas emissions (Shi et al., 2015; Kahan et al., 2012). ous research also noted positive relationships between knowledge The answer seems to be two-fold: A priori, it may come as and concerns for the polar regions (Hamilton, 2008, 2012), but a surprise that people are concerned about ongoing or future as of current, there is limited empirical research on the drivers changes in Antarctica at all, since sea-level rise through ice loss – of environmental actions in relation to the such aforementioned compared to typical individual and political time horizons – is a changes. very slow process. The most severe impacts will most likely only To illustrate the potential of anticipated climate impacts to manifest beyond the lifetime of even our grandchildren’s genera- induce a change in people’s attitude we present an exploratory tion (Clark et al., 2016). Therefore, it is all the more remarkable analysis of the relationship between knowledge, concern and will- that knowledge about the dynamics in polar regions still corre- ingness to engage in behavioral ameliorative action in response to lates with an increased concern about climate change in general, observations in the polar regions, Fig. 2. Specifically we utilize a as indicated by the survey data. Ultimately, this concern can (as novel survey of 2904 Germany respondents in the German GESIS suggested by our data as well as earlier studies in, e.g., Hornsey Panel (August to October 2017) (GESIS, 2018), a nationally rep- et al. (2016)) have a positive impact on attitudes towards climate resentative, probability-based, mixed mode access panel, utilizing change and the associated willingness to engage in environmen- online and mail-in responses (Bosnjak et al., 2018). tally friendly actions. This clearly shows a potential for societal Broadly this data suggests that knowledge about changes in the change as a response to anticipated climate tipping. polar regions is directly linked to concerns for this area, and fur- Further, increased concerns towards the environment have the ther, concerns are positively related to the willingness to engage potential to effect policy changes. Changes to public opinion can in ameliorative actions (in this case driving one’s car less). Hence, punctuate previously stable and ‘sticky’ institutions, leading to we find the expected indirect link between (subjective) knowledge policy change (Baumgartner and Jones, 2010). Also, broad social and one’s willingness to change certain behaviors that appears activism can spur generation new political coalitions, or effect to be via the corresponding concerns. As such, there is prelimi- a change shift in the priorities of existing ones (Sabatier, 1988; nary evidence that concerns for the changes in the polar region Weible and Sabatier, 2017). may effect change in people’s behaviors. These observed links However, it would take a number of steps, i.e., policy and/or between subjective knowledge and concern, as well as concern economic changes to have a direct impact on emissions that in turn

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reduce the risk for a tipping of, e.g, the Antarctic Ice Sheet. This Association (project DOMINOES), the European Research Coun- implies that social tipping as a whole is more than the change in a cil project Earth Resilience in the (743080 ERA), single observable, but rather a possible cascading domino effect of the Stordalen Foundation via the Planetary Boundary Research intertwined processes, e.g., through social, political and financial Network (PB.net) and the Earth League’s EarthDoc programme. networks. Future work should thoroughly address several issues that so far hinder an in-depth analysis of social tipping elements in the References Earth System. First, a concise definition of social tipping should Jonathan L. Bamber, Riccardo E. M. Riva, Bert L. A. Vermeersen, and be developed as the basis for community-driven efforts to classify Anne M. LeBrocq. Reassessment of the Potential Sea-Level Rise from a and investigate the dynamics behind past and possible future tip- Collapse of the West Antarctic Ice Sheet. Science, 324(5929):901–903, ping events. We suggest that such an endeavour requires a broad 2009. discourse among an interdiscplinary community of social and nat- Frank R. Baumgartner and Bryan D. Jones. Agendas and Instability in American Politics, Second Edition ural scientists with the goal to develop a common terminology . University of Chicago Press, March 2010. and understanding of sudden shifts in social systems. The pro- Alida Benthin, Paul Slovic, and Herbert Severson. A Psychometric study of cess that lead to a proposal for a definition of natural tipping adolescent risk perception. Journal of Adolescence, 16(2):153–168, June elements (Lenton et al., 2008) can serve as a guideline to develop 1993. similar concepts for social tipping as well. From there, theoreti- Michael Bosnjak, Tanja Dannwolf, Tobias Enderle, Ines Schaurer, Bella Stru- cal and numerical models of social tipping should be developed minskaya, Angela Tanner, and Kai W. Weyandt. Establishing an Open to foster the understanding of underlying (individual) micro- and Probability-Based Mixed-Mode Panel of the General Population in Ger- many: The GESIS Panel. Social Science Computer Review, 36(1):103–115, (emerging) macrodynamics that eventually lead to the emergence 2018. of social tipping points. Such models should be validated against Noel T. Brewer, Gretchen B. Chapman, Frederick X. Gibbons, Meg Gerrard, (longitudinal) social science data to test for their validity, better Kevin D. McCaul, and Neil D. Weinstein. Meta-analysis of the relationship inform the estimation of involved parameters and to prioritize the between risk perception and health behavior: The example of vaccination. inclusion of underlying dynamics and processes. With respect to Health Psychology, 26(2):136–145, 2007. the data presented above, future work should aim at obtaining L. Caesar, S. Rahmstorf, A. Robinson, G. Feulner, and V. Saba. Observed longitudinal observations of knowledge, concern and associated fingerprint of a weakening Atlantic Ocean overturning circulation. , 556(7700):191, 2018. action or behavior to better understand changes in the temporal J.A. Church, P.U. Clark, A. Cazenave, J.M. Gregory, S. Jevrejeva, A. Lever- feedbacks between the observed variables. Such longer running mann, M.A. Merrifield, G.A. Milne, R.S. Nerem, P.D. Nunn, A.J. Payne, data would, together with further treatments of potential biases, W.T. Pfeffer, D. Stammer, and A.S. Unnikrishnan. Sea Level Change. In allow for statements other than exemplary providing a current T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, snapshot of public discourses and possible pathways for social A. Nauels, Y. Xia, V. Bex, and P.M. Midgley, editors, Climate Change transformation. Specifically, such an assessment would expand 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Cli- our understanding of the complex interplay between knowledge, mate Change, pages 1137–1216. Cambridge University Press, Cambridge, concern and action beyond the previously observed direct and United Kingdom and New York, NY, USA, 2013. indirect patterns that are recaptured by our analysis. Peter U. Clark, Jeremy D. Shakun, Shaun A. Marcott, Alan C. Mix, Michael Hence, it requires joint efforts from different disciplines, such Eby, Scott Kulp, Anders Levermann, Glenn A. Milne, Patrik L. Pfister, Ben- as the social sciences, physical Earth system sciences as well jamin D. Santer, Daniel P. Schrag, Susan Solomon, Thomas F. Stocker, as mathematics and numerics to investigate the processes behind Benjamin H. Strauss, Andrew J. Weaver, Ricarda Winkelmann, David potential Domino Effects in the intertwined Earth System where Archer, Edouard Bard, Aaron Goldner, Kurt Lambeck, Raymond T. Pierre- humbert, and Gian-Kasper Plattner. Consequences of twenty-first-century wanted social tipping has the potential to prevent crossing danger- policy for multi-millennial climate and sea-level change. Nature Climate ous unwanted climate tipping points. Change, 6(4):360–369, 2016. J David Tàbara, Niki Frantzeskaki, Katharina Hölscher, Simona Pedde, Kasper Kok, Francesco Lamperti, Jens H Christensen, Jill Jäger, and Pam Berry. Positive tipping points in a rapidly warming world. Current Opinion in Acknowledgement. We are very grateful to John Schellnhuber, Wolf- Environmental Sustainability, 31:120–129, April 2018. gang Lucht, Doyne Farmer and Tim Lenton for their helpful comments and Robert M. DeConto and David Pollard. Contribution of Antarctica to past and inspiring discussions. The data presented in this work is accessible at https: future sea-level rise. Nature, 531(7596):591–597, 2016. //www.gesis.org/gesis-panel/data/. Andreas Diekmann and Peter Preisendörfer. Green and Greenback: The Behavioral Effects of Environmental Attitudes in Low-Cost and High-Cost Conflict of Interest Statement: The authors declare no conflict Situations. Rationality and Society, 15(4):441–472, November 2003. J. D. Farmer, C. Hepburn, M. C. Ives, T. Hale, T. Wetzer, P. Mealy, R. Rafaty, of interest. S. Srivastav, and R. Way. Sensitive intervention points in the post-carbon transition. Science, 364(6436):132–134, April 2019. Author Contributions: MW, RW, and JFD designed the study. Johannes Feldmann and Anders Levermann. Collapse of the West Antarctic MW analysed the data. MW and RW wrote the article. JFD and Ice Sheet after local destabilization of the Amundsen Basin. Proceedings of JH contributed to the writing of the article. CE, AK and EKS con- the National Academy of Sciences, 112(46):14191–14196, 2015. tributed to the writing of the article and contributed to the panel Christiana Figueres, Hans Joachim Schellnhuber, Gail Whiteman, Johan Rock- ström, Anthony Hobley, and Stefan Rahmstorf. Three years to safeguard our survey. RW supervised the study. All authors developed the panel climate. Nature News, 546(7660):593, 2017. questions. Donna L. Floyd, Steven Prentice-Dunn, and Ronald W. Rogers. A Meta- Analysis of Research on Protection Motivation Theory. Journal of Applied Financial Support: This work has been supported by the Leibniz Social Psychology, 30(2):407–429, 2000.

i i

i i i “main_wiedermann_domino_effects” — 2019/12/19 — 2:47 — page 6 — #6 i i i

6 Wiedermann, Winkelmann et al.

GESIS. GESIS Panel - Standard Edition. GESIS Data Archive, Cologne., Hans Joachim Schellnhuber. Tipping elements in the Earth System. Pro- version 26.0.0 edition, 2018. ceedings of the National Academy of Sciences, 106(49):20561–20563, Lawrence C. Hamilton. Who cares about polar regions? Results from a survey 2009. of U.S. public opinion. Arctic, Antarctic, and Alpine Research, 40(4):671– Hans Joachim Schellnhuber, Stefan Rahmstorf, and Ricarda Winkelmann. 678, 2008. Why the right climate target was agreed in Paris. Nature Climate Change, Lawrence C. Hamilton. Did the Arctic Ice Recover? Demographics of True 6:649–653, 2016. and False Climate Facts. Weather, Climate, and Society, 4(4):236–249, Jan C. Semenza, David E. Hall, Daniel J. Wilson, Brian D. Bontempo, David J. September 2012. Sailor, and Linda A. George. Public Perception of Climate Change: Vol- Matthew J. Hornsey, Emily A. Harris, Paul G. Bain, and Kelly S. Field- untary Mitigation and Barriers to Behavior Change. American Journal of ing. Meta-analyses of the determinants and outcomes of belief in climate Preventive Medicine, 35(5):479–487, November 2008. change. Nature Climate Change, 6(6):622–626, 2016. Jing Shi, Vivianne H. M. Visschers, and Michael Siegrist. Public Perception of Ian Joughin, Benjamin E. Smith, and Brooke Medley. Marine Ice Sheet Climate Change: The Importance of Knowledge and Cultural Worldviews. Collapse Potentially Under Way for the Thwaites Glacier Basin, West Risk Analysis, 35(12):2183–2201, 2015. Antarctica. Science, 344(6185):735–738, 2014. E. Keith Smith and Adam Mayer. A social trap for the climate? Collective Dan M. Kahan, Ellen Peters, Maggie Wittlin, Paul Slovic, Lisa Larrimore action, trust and climate change risk perception in 35 countries. Global Ouellette, Donald Braman, and Gregory Mandel. The polarizing impact Environmental Change, 49:140–153, March 2018. of science literacy and numeracy on perceived climate change risks. Nature Will Steffen, Johan Rockström, Katherine Richardson, Timothy M. Lenton, Climate Change, 2(10):732–735, 2012. Carl Folke, Diana Liverman, Colin P. Summerhayes, Anthony D. Barnosky, Anja Kollmuss and Julian Agyeman. Mind the Gap: Why do people act Sarah E. Cornell, Michel Crucifix, Jonathan F. Donges, Ingo Fetzer, environmentally and what are the barriers to pro-environmental behavior? Steven J. Lade, Marten Scheffer, Ricarda Winkelmann, and Hans Joachim Environmental Education Research, 8(3):239–260, August 2002. Schellnhuber. Trajectories of the Earth System in the Anthropocene. Elmar Kriegler, Jim W. Hall, Hermann Held, Richard Dawson, and Proceedings of the National Academy of Sciences, 115(33):8252–8259, Hans Joachim Schellnhuber. Imprecise probability assessment of tipping 2018. points in the climate system. Proceedings of the National Academy of Elke Weber. The role of risk perception in risk management decisions: Who’s Sciences, 106(13):5041–5046, 2009. afraid of a poor old-age? In O.S. Mitchell and S.P. Utkus, editors, Pen- Anthony A. Leiserowitz, Connie Roser-Renouf, Edward W. Maibach, Karen sion Design and Structure: New Lessons from Behavioral Finance. Part Akerlof, and Teresa A. Myers. The relationship between personal experi- I. Research on Decision-Making Under Uncertainty, pages 53–66. Oxford ence and belief in the reality of global warming. Nature Climate Change, 3 University Press, Oxford, UK, 2004. (4):343, April 2013. Martin Weber, Elke U. Weber, and Alen Nosic. Who Takes Risks When and Timothy M. Lenton, Johan Rockström, Owen Gaffney, Stefan Rahmstorf, Why: Determinants of Changes in Investor Risk Taking. SSRN Scholarly Katherine Richardson, Will Steffen, and Hans Joachim Schellnhuber. Cli- Paper ID 1441273, Social Science Research Network, Rochester, NY, May mate tipping points — too risky to bet against. Nature, 575(7784):592–595, 2012. 2019. Christopher M. Weible and Paul A. Sabatier. Theories of the Policy Process. Timothy M. Lenton, Hermann Held, Elmar Kriegler, Jim W. Hall, Wolfgang Hachette UK, July 2017. Lucht, Stefan Rahmstorf, and Hans Joachim Schellnhuber. Tipping ele- Ricarda Winkelmann, Anders Levermann, Andy Ridgwell, and Ken Caldeira. ments in the Earth’s climate system. Proceedings of the National Academy Combustion of available fossil fuel resources sufficient to eliminate the of Sciences, 105(6):1786–1793, 2008. Antarctic Ice Sheet. Science Advances, 1(8):e1500589, 2015. Anders Levermann, Jonathan L. Bamber, Sybren Drijfhout, Andrey Ganopol- ski, Winfried Haeberli, Neil R. P. Harris, Matthias Huss, Kirstin Krüger, Timothy M. Lenton, Ronald W. Lindsay, Dirk Notz, Peter Wadhams, and Susanne Weber. Potential climatic transitions with profound impact on Europe. Climatic Change, 110(3):845–878, 2012. Manjana Milkoreit, Jennifer Hodbod, Jacopo Baggio, Karina Benessaiah, Rafael Calderón-Contreras, Jonathan F. Donges, Jean-Denis Mathias, Juan Carlos Rocha, Michael Schoon, and Saskia E. Werners. Defining tip- ping points for social-ecological systems scholarship—an interdisciplinary literature review. Environmental Research Letters, 13(3):033005, 2018. Chris Mooney. This is what a holy shit moment for global warming looks like, 2014. URL https://www.motherjones.com/environment/2014/ 05/west-antarctic-ice-sheet-collapse/. Robert E. O’Connor, Richard J. Bard, and Ann Fisher. Risk Perceptions, Gen- eral Environmental Beliefs, and Willingness to Address Climate Change. Risk Analysis, 19(3):461–471, June 1999. E. Rignot, J. Mouginot, M. Morlighem, H. Seroussi, and B. Scheuchl. Widespread, rapid grounding line retreat of Pine Island, Thwaites, Smith, and Kohler glaciers, West Antarctica, from 1992 to 2011. Geophysical Research Letters, 41(10):3502–3509, 2014. Alexander Robinson, Reinhard Calov, and Andrey Ganopolski. Multistability and critical thresholds of the Greenland ice sheet. Nature Climate Change, 2(6):429–432, 2012. Johan Rockström, Owen Gaffney, Joeri Rogelj, Malte Meinshausen, Nebo- jsa Nakicenovic, and Hans Joachim Schellnhuber. A roadmap for rapid decarbonization. Science, 355(6331):1269–1271, 2017. Paul A. Sabatier. An advocacy coalition framework of policy change and the role of policy-oriented learning therein. Policy Sciences, 21(2):129–168, June 1988.

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