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The diversity of socio-economic pathways and CO2 emissions scenarios: Insights from the investigation of a scenarios database

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  • Céline Guivarch

    (CIRED - centre international de recherche sur l'environnement et le développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique)

  • Julie Rozenberg

    (CIRED - centre international de recherche sur l'environnement et le développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique)

  • Vanessa Schweizer

    (University of Waterloo [Waterloo])

Abstract

The new scenario framework developed by the climate change research community rests on the fundamental logic that a diversity of socio-economic pathways can lead to the same radiative forcing, and therefore that a given level of radiative forcing can have very different socio-economic impacts. We propose a methodology that implements a "scenario discovery" cluster analysis and systematically identifies diverse groups of scenarios that share common outcomes among a database of socio-economic scenarios. We demonstrate the methodology with two examples using the Shared Socio-economic Pathways framework. We find that high emissions scenarios can be associated with either high or low per capita GDP growth, and that high productivity growth and catch-up are not necessarily associated with high per capita GDP and high emissions.

Suggested Citation

  • Céline Guivarch & Julie Rozenberg & Vanessa Schweizer, 2016. "The diversity of socio-economic pathways and CO2 emissions scenarios: Insights from the investigation of a scenarios database," Post-Print halshs-01292901, HAL.
  • Handle: RePEc:hal:journl:halshs-01292901
    DOI: 10.1016/j.envsoft.2016.03.006
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-01292901
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    References listed on IDEAS

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    2. Steinmann, Patrick & Auping, Willem L. & Kwakkel, Jan H., 2020. "Behavior-based scenario discovery using time series clustering," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    3. Yi‐kuang Chen & Anne Hexeberg & Knut Einar Rosendahl & Torjus F. Bolkesjø, 2021. "Long‐term trends of Nordic power market: A review," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 10(6), November.
    4. Nicolas Taconet & Aurélie Méjean & Céline Guivarch, 2020. "Influence of climate change impacts and mitigation costs on inequality between countries," Climatic Change, Springer, vol. 160(1), pages 15-34, May.
    5. Moallemi, Enayat A. & de Haan, Fjalar & Kwakkel, Jan & Aye, Lu, 2017. "Narrative-informed exploratory analysis of energy transition pathways: A case study of India's electricity sector," Energy Policy, Elsevier, vol. 110(C), pages 271-287.
    6. Vanessa J. Schweizer, 2020. "Reflections on cross-impact balances, a systematic method constructing global socio-technical scenarios for climate change research," Climatic Change, Springer, vol. 162(4), pages 1705-1722, October.
    7. Guillaume Rohat, 2018. "Projecting Drivers of Human Vulnerability under the Shared Socioeconomic Pathways," IJERPH, MDPI, vol. 15(3), pages 1-23, March.
    8. Sebastiaan Greeven & Oscar Kraan & Emile Chappin & Jan H. Kwakkel, 2016. "The Emergence of Climate Change Mitigation Action by Society: An Agent-Based Scenario Discovery Study," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 19(3), pages 1-9.
    9. Kwakkel, J.H. & Cunningham, S.C., 2016. "Improving scenario discovery by bagging random boxes," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 124-134.
    10. Bachner, G. & Mayer, J. & Steininger, K.W. & Anger-Kraavi, A. & Smith, A. & Barker, T.S., 2020. "Uncertainties in macroeconomic assessments of low-carbon transition pathways - The case of the European iron and steel industry," Ecological Economics, Elsevier, vol. 172(C).
    11. Berntsen, Philip B. & Trutnevyte, Evelina, 2017. "Ensuring diversity of national energy scenarios: Bottom-up energy system model with Modeling to Generate Alternatives," Energy, Elsevier, vol. 126(C), pages 886-898.

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