• Keine Ergebnisse gefunden

The digital revolution – “What we need to talk about!”

“our country first” movements

4.4.3 The digital revolution – “What we need to talk about!”

The digital revolution, virtual realities, and (general purpose) artificial intelligence have recently entered the public discourse in many countries. Looking back, it is almost impossible to believe that digitalization barely featured in the 2030 Agenda or the Paris Agreement. It is increasingly clear that digital changes are becoming a key driving force in societal transformation (Tegmark, 2017; Domingos, 2015). The transformation towards sustainability must be linked with the digital transformation by gearing the opportunities and dynamics of the digital revolution to the goals of the 2030 Agenda and the Paris Agreement (Villani, 2018; WBGU, 2018). At the same time, the digital transformation will radically alter the sustainability paradigm itself. There are five correlations at the heart of the integration of the sustainability and digital transformations.

First, many studies (Acatech, 2016; Acatech, 2015) show that digital technologies can help to drive decarbonization (in the energy, mobility and industrial sectors), circular economy, dematerialization, resource and energy efficiency, and the monitoring and conservation of ecosystems at a much faster rate than would be possible without them. This does not happen in and of itself. There is a need for corresponding regulatory policies, which at present only exist in a small number of sectors and a limited number of countries.

Second, if it is not shaped appropriately and geared to the SDGs of the 2030 Agenda, then digitalization could multiply already existing problems in many societies: inequalities (e.g., in the labor market, in education systems and in the division of labor at international level) and centrifugal forces within society could increase further; economic and, by extension, political power could become more concentrated (see, for example, the significance of the “big five” - Amazon, Apple, Facebook, Google, Microsoft for the digital transformation);

data sovereignty and civic rights could be restricted further and the monitoring of citizens and consumers (“social scoring”) stepped up, especially in authoritarian societies; governance capacities of public organizations could erode further, since, for example, it is very difficult to tax digital business models in virtual environments. At the same time, digitalization could also help tackle these difficulties, and yet there are still very few

instances of successful processes for shaping and governing digitalization around the world (WBGU, 2018). The accelerated technological developments threaten to overwhelm citizens and governments alike.

Third, policy makers, researchers, companies and civil society actors must multiply their efforts to understand and explain the multiple effects of digital change and anticipate far-reaching structural change in order to create a basis for shaping the digitalization process and gearing it to the 2030 Agenda and the Paris Agreement. Autonomous technical systems, based on learning machines and general purpose artificial intelligence, will fundamentally transform all areas of society and the economy in the near future (Villani, 2018; McKinsey Global Institute, 2017; Tegmark, 2017; Acatech, 2015; Brynjolfsson and McAfee, 2014; Barrat, 2013): Mobility, industrial sectors and production processes, value chains and the international division of labor, labor markets, financial systems, science and research, education, health care systems, political decision-making processes, and the judiciary. By processing enormous volumes of data, AI-based machinery will steer production processes, traffic, and financial flows, revolutionize medical diagnostics, change the way insurance companies make decisions, make decision documents available to parliaments and governments, and generate behavioral forecasts for individuals and groups (Domingos, 2015). During the last two to three million years, human civilization has been based on human intelligence – human intelligence has had no rival. Now it is being supplemented by artificial intelligence, which, in some areas at least, is far superior to human analytical capabilities. Linking human and artificial intelligence and creating “meaningful artificial intelligence”

geared to the goals of sustainable human development (Villani, 2018) is set to become a major task for humanity in the first half of the 21st century. How can we reduce the error rate of (globally) connected technical infrastructures and make it more robust? How can our legal systems keep pace with accelerated technological change? How can the unintended effects of private investment in the development of self-learning technical systems and virtual environments be understood by citizens and governments, and be geared to and shaped in accordance with our standards systems? How can prosperity be multiplied through automation and the principle of leaving no one behind observed at the same time? What are the implications of the technological revolution for the poorest developing countries?

Where is the line when it comes to using technology to alter, improve and manipulate people’s cognitive, physical and emotional capacities? What ethical guardrails should be put in place in the discussion about the transformation of humans and human enhancement? These questions illustrate the magnitude of the formative tasks associated with the digital transformation in the context of building a sustainable global economy.

Fourth, technological breakthroughs offer mind-blowing potential for human civilization, provided the digitalization process and associated technologies are shaped appropriately:

the expected explosion of knowledge, possibilities for transnational networks in virtual environments as the basis for the establishment of transnational cultures of

cooperation, opportunities for comprehensively monitoring and, by extension, conserving the planetary system, and the multiplication of options for horizontal participation on the part of many people as a result of digital networking. The printing press, which from an artificial intelligence perspective may appear to be a rather small step in human development, was the innovation that made the enlightenment, scientific investigation, democracy and the industrial revolution possible in the first place. Might we see a new kind of Enlightenment as a result of combining artificial and human intelligence with human empathy and social intelligence? How can we exploit the potential of digitalization to tackle the major challenges facing humanity in the 21st century – and avoid the daunting risks of accelerating technological changes running out of control?

Fifth, we will only be able to exploit the opportunities of digitalization, virtual realities, and artificial intelligence, and curb their potential risks and link the digital and the sustainability transformation if the digital and sustainability research communities converge, something which is still a long way off right now. Connecting the greatest innovative dynamics in human history with the major transformation towards sustainability, in order to stabilize the planet and enable a good life for a nine to ten billion civilization in the 21st century will require tremendous efforts, swift actions, institutional changes, huge investments, patience and a clear normative framework (WBGU, 2019).

Synthesis

Abel, G. J., Barakat, B., KC, S. & Lutz, W. 2016. Meeting the Sustainable Development Goals leads to lower world population growth. Proceedings of the National Academy of Sciences, 113, 14294-14299.

Barro, R. & Lee, J.-W. 2013. A New Data Set of Educational Attainment in the World, 1950-2010. Journal of Development Economics, 104, 184-198.

Colglazier, E. W. 2018. The Sustainable Development Goals:

Roadmaps to Progress. Science & Diplomacy.

FAO 2011. Global food losses and food waste – Extent, causes and prevention. Rome: Food and Agriculture Organization of the United Nations.

FAO 2016. The State of World Fisheries and Aquaculture 2016.

Contributing to food security and nutrition for all. Rome:

Food and Agriculture Organization of the United Nations.

FAO, IFAD, UNICEF, WFP & WHO 2017. The State of Food Security and Nutrition in the World 2017. Building resilience for peace and food security. Rome: Food and Agriculture Organization of the United Nations.

FAOSTAT 2018. FAOSTAT Statistics Database. Available at: http://

www.fao.org/faostat/en/#data/OA. Food and Agriculture Organization of the United Nations.

Foley, J. A., Ramankutty, N., Brauman, K. A., Cassidy, E. S., Gerber, J. S., Johnston, M., Mueller, N. D., O’Connell, C., Ray, D.

K., West, P. C., Balzer, C., Bennett, E. M., Carpenter, S. R., Hill, J., Monfreda, C., Polasky, S., Rockström, J., Sheehan, J., Siebert, S., Tilman, D. & Zaks, D. P. M. 2011. Solutions for a cultivated planet. Nature, 478, 337.

Fukuyama, F. 2004. State-Building: Governance and World Order in the 21st Century, Ithaca, USA, Cornell University Press, 978-0-8014-4292-6.

Goodwin, P., Katavouta, A., Roussenov, V. M., Foster, G. L., Rohling, E. J. & Williams, R. G. 2018. Pathways to 1.5 °C and 2 °C warming based on observational and geological constraints.

Nature Geoscience, 11, 102-107.

Grubler, A., Wilson, C., Bento, N., Boza-Kiss, B., Krey, V., McCollum, D. L., Rao, N. D., Riahi, K., Rogelj, J., De Stercke, S., Cullen, J., Frank, S., Fricko, O., Guo, F., Gidden, M., Havlík, P., Huppmann, D., Kiesewetter, G., Rafaj, P., Schoepp, W. &

Valin, H. 2018. A low energy demand scenario for meeting the 1.5 °C target and sustainable development goals without negative emission technologies. Nature Energy, 3, 515-527.

IEA 2017. World Energy Outlook Special Report 2017: Energy Access Outlook. Paris: International Energy Agency.

Jiang, L. & O’Neill, B. C. 2017. Global urbanization projections for the Shared Socioeconomic Pathways. Global Environmental Change, 42, 193-199.

Le Quéré, C., Andrew, R. M., Friedlingstein, P., Sitch, S., Pongratz, J., Manning, A. C., Korsbakken, J. I., Peters, G. P., Canadell, J. G., Jackson, R. B., Boden, T. A., Tans, P. P., Andrews,

O. D., Arora, V. K., Bakker, D. C. E., Barbero, L., Becker, M., Betts, R. A., Bopp, L., Chevallier, F., Chini, L. P., Ciais, P., Cosca, C. E., Cross, J., Currie, K., Gasser, T., Harris, I., Hauck, J., Haverd, V., Houghton, R. A., Hunt, C. W., Hurtt, G., Ilyina, T., Jain, A. K., Kato, E., Kautz, M., Keeling, R.

F., Klein Goldewijk, K., Körtzinger, A., Landschützer, P., Lefèvre, N., Lenton, A., Lienert, S., Lima, I., Lombardozzi, D., Metzl, N., Millero, F., Monteiro, P. M. S., Munro, D. R., Nabel, J. E. M. S., Nakaoka, S.-i. I., Nojiri, Y., Padin, X.

A., Peregon, A., Pfeil, B., Pierrot, D., Poulter, B., Rehder, G., Reimer, J., Rödenbeck, C., Schwinger, J., Séférian, R., Skjelvan, I., Stocker, B. D., Tian, H., Tilbrook, B., Tubiello, F. N., van der Laan-Luijkx, I. T., van der Werf, G. R., van Heuven, S., Viovy, N., Vuichard, N., Walker, A. P., Watson, A. J., Wiltshire, A. J., Zaehle, S. & Zhu, D. 2018. Global Carbon Budget 2017. Earth System Science Data, 10, 405-448.

Lutz, W., Goujon, A., KC, S., Stonawski, M. & Stilianakis, N. 2018.

Demographic and Human Capital Scenarios for the 21st Century: 2018 assessment for 201 countries, Luxembourg, Publications Office of the European Union, 978-92-79-78024-0.

McArthur, J. W., Rasmussen, K. & Yamey, G. 2018. How many lives are at stake? Assessing 2030 sustainable development goal trajectories for maternal and child health. BMJ, 360.

McCollum, D., Krey, V., Riahi, K., Kolp, P., Grubler, A., Makowski, M.

& Nakicenovic, N. 2013. Climate policies can help resolve energy security and air pollution challenges. Climatic Change, 119, 479-494.

McCollum, D. L., Zhou, W., Bertram, C., de Boer, H.-S., Bosetti, V., Busch, S., Després, J., Drouet, L., Emmerling, J., Fay, M., Fricko, O., Fujimori, S., Gidden, M., Harmsen, M., Huppmann, D., Iyer, G., Krey, V., Kriegler, E., Nicolas, C., Pachauri, S., Parkinson, S., Poblete-Cazenave, M., Rafaj, P., Rao, N., Rozenberg, J., Schmitz, A., Schoepp, W., van Vuuren, D. & Riahi, K. 2018. Energy investment needs for fulfilling the Paris Agreement and achieving the Sustainable Development Goals. Nature Energy.

Millar, R. J., Fuglestvedt, J. S., Friedlingstein, P., Rogelj, J., Grubb, M.

J., Matthews, H. D., Skeie, R. B., Forster, P. M., Frame, D. J.

& Allen, M. R. 2018. Author Correction: Emission budgets and pathways consistent with limiting warming to 1.5 °C.

Nature Geoscience, 11, 454-455.

Osterhammel, J. 2010. Die Verwandlung der Welt: Eine Geschichte des 19. Jahrhunderts, CH Beck, 3406615015.

Pachauri, R. K., Allen, M. R., Barros, V. R., Broome, J., Cramer, W., Christ, R., Church, J. A., Clarke, L., Dahe, Q. & Dasgupta, P.

2014. Climate change 2014: References report. Contribution of Working Groups I, II and III to the fifth assessment report of the Intergovernmental Panel on Climate Change, IPCC, 9291691437.

Parkinson, S., Krey, V., Huppmann, D., Kahil, T., McCollum, D.,

Fricko, O., Byers, E., Gidden, M., Mayor, B., Khan, Z., Raptis, C., Rao, N., Johnson, N., Wada, Y., Djilali, N., Riahi, K. & Keywan Riahi, D., Energy Program This, 2018.

Balancing clean water-climate change mitigation tradeoffs.

IIASA, Laxenburg, Austria.

Pope Francis 2015. Encyclical Letter Laudato Si’ of the Holy Father Francis on Care for Our Common Home. The Holy See: The Holy See.

Riahi, K., Dentener, F., Gielen, D., Grubler, A., Jewell, J., Klimont, Z., Krey, V., McCollum, D., Pachauri, S., Rao, S., van Ruijven, B., van Vuuren, D. P. & Wilson, C. 2012. Chapter 17 - Energy Pathways for Sustainable Development. Global Energy Assessment - Toward a Sustainable Future. Cambridge University Press, Cambridge, UK and New York, NY, USA and the International Institute for Applied Systems Analysis, Laxenburg, Austria.

Riahi, K., van Vuuren, D. P., Kriegler, E., Edmonds, J., O’Neill, B.

C., Fujimori, S., Bauer, N., Calvin, K., Dellink, R., Fricko, O., Lutz, W., Popp, A., Cuaresma, J. C., Kc, S., Leimbach, Doelman, J. C., Kainuma, M., Klimont, Z., Marangoni, G., Lotze-Campen, H., Obersteiner, M., Tabeau, A. & Tavoni, M. 2017. The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications:

An overview. Global Environmental Change, 42, 153-168.

Rockström, J., Gaffney, O., Rogelj, J., Meinshausen, M., Nakicenovic, N. & Schellnhuber, H. J. 2017. A roadmap for rapid Corell, R. W., Fabry, V. J., Hansen, J., Walker, B., Liverman, D., Richardson, K., Crutzen, P. & Foley, J. A. 2009. A safe operating space for humanity. Nature, 461, 472.

Rogelj, J., Popp, A., Calvin, K. V., Luderer, G., Emmerling, J., Gernaat, D., Fujimori, S., Strefler, J., Hasegawa, T., Marangoni, G., Krey, V., Kriegler, E., Riahi, K., van Vuuren, D. P., Doelman, J., Drouet, L., Edmonds, J., Fricko, O., Harmsen, M., Havlík, P., Humpenöder, F., Stehfest, E. & Tavoni, M.

2018. Scenarios towards limiting global mean temperature increase below 1.5 °C. Nature Climate Change, 8, 325-332.

Saniee, I., Kamat, S., Prakash, S. & Weldon, M. 2017. Will productivity growth return in the new digital era? An analysis of the potential impact on productivity of the fourth industrial revolution. Bell Labs Technical Journal, 1-1.

SSP Database 2012-2016. Available at: https://tntcat.iiasa.ac.at/SspDb.

Steffen, W., Richardson, K., Rockström, J., Cornell, S. E., Fetzer, I., Bennett, E. M., Biggs, R., Carpenter, S. R., de Vries, W., de Wit, C. A., Folke, C., Gerten, D., Heinke, J., Mace, G.

M., Persson, L. M., Ramanathan, V., Reyers, B. & Sörlin, S. 2015. Planetary boundaries: Guiding human development on a changing planet. Science, 347.

Tokarska, K. B. & Gillett, N. P. 2018. Cumulative carbon emissions budgets consistent with 1.5 °C global warming. Nature Climate Change, 8, 296-299.

Tupy, M. L. 2012. Dematerialization (update) [Online]. Available:

https://www.cato.org/blog/dematerialization-update [Accessed 25/06/2018].

UN-Habitat 2016. Slum Almanac 2015/2016. Tracking Improvement in the Lives of Slum Dwellers. Nairobi: United Nations Human Settlements Programme.

UN 2015a. Addis Ababa Action Agenda. New York: United Nations.

UN 2015b. Transforming our world: The 2030 Agenda for Sustainable Development. New York: United Nations General Assembly.

UNDESA 2017. World Population Prospects: The 2017 Revision Key Findings and Advance Tables. New York: United Nations, Department of Economic and Social Affairs, Population Division.

UNDESA 2018. 2018 Revision of World Urbanization Prospects. New York: United Nations, Department of Economic and Social Affairs, Population Division.

UNFCCC 2015. Adoption of the Paris Agreement. Paris: United Nations Framework Convention on Climate Change.

van Vuuren, D. P., Stehfest, E., Gernaat, D. E. H. J., van den Berg, M., Bijl, D. L., de Boer, H. S., Daioglou, V., Doelman, J.

C., Edelenbosch, O. Y., Harmsen, M., Hof, A. F. & van Sluisveld, M. A. E. 2018. Alternative pathways to the 1.5 °C target reduce the need for negative emission technologies.

Nature Climate Change, 8, 391-397.

WHO 2014. WHO guidelines for indoor air quality: household fuel combustion. Geneva: World Health Organization.

WHO 2015. World report on ageing and health 2015. Geneva: World Health Organization.

Wilson, E. O. 2016. Half-earth: Our Planet’s Fight for Life, New York, Liveright Publishing Corporation, a division of W.W.

Norton & Company, 978-1631492525.

Wittgenstein Centre for Demography and Global Human Capital 2015.

Wittgenstein Centre Data Explorer Version 1.2. Available at:

http://dataexplorer.wittgensteincentre.org/shiny/wic/.

World Bank 2016. World Development Report 2016: Digital Dividends. Washington, D.C.: The World Bank.

Chapter 1

UN 2015a. Addis Ababa Action Agenda. New York: United Nations.

UN 2015b. Transforming our world: The 2030 Agenda for Sustainable Development. New York: United Nations General Assembly.

UNFCCC 2015. Adoption of the Paris Agreement. Paris: United Nations Framework Convention on Climate Change.

Riahi, K., van Vuuren, D. P., Kriegler, E., Edmonds, J., O’Neill, B.

C., Fujimori, S., Bauer, N., Calvin, K., Dellink, R., Fricko, O., Lutz, W., Popp, A., Cuaresma, J. C., Kc, S., Leimbach, Doelman, J. C., Kainuma, M., Klimont, Z., Marangoni, G., Lotze-Campen, H., Obersteiner, M., Tabeau, A. & Tavoni, M. 2017. The Shared Socioeconomic Pathways and their

energy, land use, and greenhouse gas emissions implications:

An overview. Global Environmental Change, 42, 153-168.

Chapter 2

Abel, G. J., Barakat, B., Samir, K. & Lutz, W. 2016. Meeting the Sustainable Development Goals leads to lower world population growth. Proceedings of the National Academy of Sciences, 113, 14294-14299.

Abramson, J. B., Arterton, F. C. & Orren, G. R. 1988. The Electronic Commonwealth, New York, Basic Books.

Adler, G., Duval, M. R. A., Furceri, D., Sinem, K., Koloskova, K. &

Poplawski-Ribeiro, M. 2017. Gone with the Headwinds:

Global Productivity, International Monetary Fund, 1475589867.

Aleksandrowicz, L., Green, R., Joy, E. J., Smith, P. & Haines, A. 2016.

The impacts of dietary change on greenhouse gas emissions, land use, water use, and health: a systematic review. PloS ONE, 11, 1-16.

Allwood, J. & Cullen, J. 2012. Sustainable Materials with Both Eyes Open. Future Buildings, Vehicles, Products and Equipment- Made Efficiently and Made with Less New Material, Cambridge, UIT Cambridge Ltd.

Arthur, B. W. 2017. Where is technology taking the economy?

McKinsey Quarterly.

Ayres, R. U. & Simonis, U. E. 1994. Industrial metabolism:

Restructuring for sustainable development, Tokyo, United Nations University Press.

Bai, X., Van Der Leeuw, S., O’Brien, K., Berkhout, F., Biermann, F., Brondizio, E. S., Cudennec, C., Dearing, J., Duraiappah, A.

& Glaser, M. 2016. Plausible and desirable futures in the Anthropocene: a new research agenda. Global Environmental Change, 39, 351-362.

Baum, R., Luh, J. & Bartram, J. 2013. Sanitation: A Global Estimate of Sewerage Connections without Treatment and the Resulting Impact on MDG Progress. Environmental Science &

Technology, 47, 1994-2000.

Beckert, J. 2016. Imagined Futures Fictional Expectations and Capitalist Dynamics. s.l: Harvard University Press.

Bettencourt, L. M. 2013. The origins of scaling in cities. science, 340, 1438-1441.

Bettencourt, L. M., Lobo, J., Helbing, D., Kühnert, C. & West, G. B.

2007. Growth, innovation, scaling, and the pace of life in cities. Proceedings of the national academy of sciences, 104, 7301-7306.

Beveridge, M., Thilsted, S., Phillips, M., Metian, M., Troell, M. &

Hall, S. 2013. Meeting the food and nutrition needs of the poor: the role of fish and the opportunities and challenges emerging from the rise of aquaculturea. Journal of fish biology, 83, 1067-1084.

Bloom, D. E., Chatterji, S., Kowal, P., Lloyd-Sherlock, P., McKee, M., Rechel, B., Rosenberg, L. & Smith, J. P. 2015.

Macroeconomic implications of population ageing and selected policy responses. The Lancet, 385, 649-657.

Blundell, J. 2018. Globalinc - Visualisation of the Global Income Distribution since 1980 [Online]. Available: https://jackblun.

github.io/Globalinc/ [Accessed 06/25/2018].

Bodirsky, B. L., Rolinski, S., Biewald, A., Weindl, I., Popp, A. &

Lotze-Campen, H. 2015. Global food demand scenarios for the 21st century. PloS ONE, 10.

Bosworth, B., Bryant, R. & Burtless, G. 2004. The impact of aging on financial markets and the economy: A survey.

Brand-Correa, L. I. & Steinberger, J. K. 2017. A framework for decoupling human need satisfaction from energy use.

Ecological Economics, 141, 43-52.

Brynjolfsson, E. & McAfee, A. 2011. Race against the machine.

Lexington: Digital Frontier Press.

Cable, J., Barber, I., Boag, B., Ellison, A. R., Morgan, E. R., Murray, K., Pascoe, E. L., Sait, S. M., Wilson, A. J. & Booth, M.

2017. Global change, parasite transmission and disease control: lessons from ecology. Phil. Trans. R. Soc. B, 372.

Campbell-Lendrum, D., Manga, L., Bagayoko, M. & Sommerfeld, J.

2015. Climate change and vector-borne diseases: what are the implications for public health research and policy? Phil.

Trans. R. Soc. B, 370.

CDC. 2018. Vital Statistics Data Available Online [Online]. Centers for Disease Control and Prevention. Available: https://www.

cdc.gov/nchs/data_access/vitalstatsonline.htm [Accessed 23/06/2018].

Chen, W.-Q. & Graedel, T. 2015. In-use product stocks link manufactured capital to natural capital. Proceedings of the National Academy of Sciences, 112, 6265-6270.

Corlett, J. A. 2003. Equality and liberty : analyzing Rawls and Nozick, Basingstoke, Palgrave Macmillan, 0333538455 9780333538456 0333538447 9780333538449.

Coursera. 2018. Online Courses [Online]. Available: https://www.

coursera.org/ [Accessed 14/06/2018].

Deaton, A. 2013. The great escape: health, wealth, and the origins of inequality, Princeton University Press, 1400847966.

Debord, G. 1994. The Society of the Spectacle, New York, Zone Books.

DeFries, R. S., Foley, J. A. & Asner, G. P. 2004. Land‐use choices:

Balancing human needs and ecosystem function. Frontiers in Ecology and the Environment, 2, 249-257.

Dudgeon, D., Arthington, A. H., Gessner, M. O., Kawabata, Z.-I., Knowler, D. J., Lévêque, C., Naiman, R. J., Prieur-Richard, A.-H., Soto, D. & Stiassny, M. L. 2006. Freshwater biodiversity: importance, threats, status and conservation challenges. Biological reviews, 81, 163-182.

Durden, T. 2017. Global Debt Hits 325% Of World GDP, Rises To Record $217 Trillion Available: https://www.zerohedge.

com/news/2017-01-04/global-debt-hits-325-world-gdp-rises-record-217-trillion [Accessed 14/06/18].

Ebi, K. L., Hasegawa, T., Hayes, K., Monaghan, A., Paz, S. & Berry, P. 2018. Health risks of warming of 1.5° C, 2° C, and higher, above pre-industrial temperatures. Environmental Research Letters, 13, 1-11.

Economist 2014. The History of Finance in Five Crises.

Edsall, T. B. 2017. Democracy, Disrupted. Available: https://www.

nytimes.com/2017/03/02/opinion/how-the-internet-threatens-democracy.html.

Ekins, P., Hughes, N., Brigenzu, S., Arden Clark, C., Fischer-Kowalski, M., Graedel, T., Hajer, M., Hashimoto, S., Hatfield-Dodds, S. & Havlik, P. 2016. Resource efficiency: Potential and economic implications. A Report of the International Resource Panel. UNEP.

Elmqvist, T., Fragkias, M., Goodness, J., Güneralp, B., Marcotullio, P.

J., McDonald, R. I., Parnell, S., Schewenius, M., Sendstad, M. & Seto, K. C. 2013. Urbanization, biodiversity and ecosystem services: challenges and opportunities: a global assessment, Springer, 940077088X.

EPA. 2018. Instruction Guide and Macro Analysis Tool for Community-led Air Monitoring [Online]. Available: https://www.epa.

gov/air-research/instruction-guide-and-macro-analysis-tool-community-led-air-monitoring [Accessed 06/25/2018].

Erokhin, V. 2017. Self-Sufficiency versus Security: How Trade Protectionism Challenges the Sustainability of the Food Supply in Russia. Sustainability, 9, 1939.

Escobar, L. E., Romero-Alvarez, D., Leon, R., Lepe-Lopez, M. A., Craft, M. E., Borbor-Cordova, M. J. & Svenning, J.-C.

2016. Declining prevalence of disease vectors under climate change. Scientific reports, 6.

Ezeh, A., Oyebode, O., Satterthwaite, D., Chen, Y.-F., Ndugwa, R., Sartori, J., Mberu, B., Melendez-Torres, G., Haregu, T. &

Watson, S. I. 2017. The history, geography, and sociology of slums and the health problems of people who live in slums.

The Lancet, 389, 547-558.

FAO 2016. The State of World Fisheries and Aquaculture 2016.

Contributing to Food Security and Nutrition for All. Rome:

Food and Agriculture Organization of the United Nations.

FAO 2017. The future of food and agriculture. Trenda and challenges.

Rome: Food and Agriculture Organization of the United Nations.

Fischer-Kowalski, M., Swilling, M., Von Weizsacker, E. U., Ren, Y., Moriguchi, Y., Crane, W., Krausmann, F. K., Eisenmenger, N., Giljum, S. & Hennicke, P. 2011. Decoupling: natural resource use and environmental impacts from economic growth, United Nations Environment Programme, 928073167X.

Fischer‐Kowalski, M., Krausmann, F., Giljum, S., Lutter, S., Mayer, A., Bringezu, S., Moriguchi, Y., Schütz, H., Schandl, H. &

Weisz, H. 2011. Methodology and indicators of economy‐

wide material flow accounting. Journal of Industrial Ecology, 15, 855-876.

Fisher, M. C., Henk, D. A., Briggs, C. J., Brownstein, J. S., Madoff,

Fisher, M. C., Henk, D. A., Briggs, C. J., Brownstein, J. S., Madoff,