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Can global models provide insights into regional mitigation strategies? A diagnostic model comparison study of bioenergy in Brazil

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  • Alexandre C. Köberle

    (Grantham Institute for Climate Change and the Environment, Imperial College London
    Universidade Federal Do Rio de Janeiro)

  • Vassilis Daioglou

    (PBL Netherlands Environmental Assessment Agency
    Copernicus Institute of Sustainable Development, Utrecht University)

  • Pedro Rochedo

    (Universidade Federal Do Rio de Janeiro)

  • André F. P. Lucena

    (Universidade Federal Do Rio de Janeiro)

  • Alexandre Szklo

    (Universidade Federal Do Rio de Janeiro)

  • Shinichiro Fujimori

    (Kyoto University
    National Institute for Environmental Studies (NIES))

  • Thierry Brunelle

    (CIRAD, UMR CIRED)

  • Etsushi Kato

    (The Institute of Applied Energy (IAE))

  • Alban Kitous

    (European Commission, Joint Research Centre (JRC))

  • Detlef P. Vuuren

    (PBL Netherlands Environmental Assessment Agency
    Copernicus Institute of Sustainable Development, Utrecht University)

  • Roberto Schaeffer

    (Universidade Federal Do Rio de Janeiro)

Abstract

The usefulness of global integrated assessment model (IAM) results for policy recommendation in specific regions has not been fully assessed to date. This study presents the variation in results across models for a given region, and what might be behind this variation and how model assumptions and structures drive results. Understanding what drives the differences across model results is important for national policy relevance of global scenarios. We focus on the use of bioenergy in Brazil, a country expected to play an important role in future bioenergy production. We use results of the Stanford University Energy Modeling Forum’s 33rd Study (EMF-33) model comparison exercise to compare and assess projections of Brazil’s bioenergy pathways under climate mitigation scenarios to explore how 10 global IAMs compare to recent trends in the country. We find that, in their current form, global IAMs have limited potential to supply robust insights into regional mitigation strategies. Our results suggest fertile ground for a new research agenda to improve regional representation in global IAMs with improved spatial and technological resolutions.

Suggested Citation

  • Alexandre C. Köberle & Vassilis Daioglou & Pedro Rochedo & André F. P. Lucena & Alexandre Szklo & Shinichiro Fujimori & Thierry Brunelle & Etsushi Kato & Alban Kitous & Detlef P. Vuuren & Roberto Scha, 2022. "Can global models provide insights into regional mitigation strategies? A diagnostic model comparison study of bioenergy in Brazil," Climatic Change, Springer, vol. 170(1), pages 1-31, January.
  • Handle: RePEc:spr:climat:v:170:y:2022:i:1:d:10.1007_s10584-021-03236-4
    DOI: 10.1007/s10584-021-03236-4
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    1. Matzenberger, Julian & Kranzl, Lukas & Tromborg, Eric & Junginger, Martin & Daioglou, Vassilis & Sheng Goh, Chun & Keramidas, Kimon, 2015. "Future perspectives of international bioenergy trade," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 926-941.
    2. Lucena, André F.P. & Clarke, Leon & Schaeffer, Roberto & Szklo, Alexandre & Rochedo, Pedro R.R. & Nogueira, Larissa P.P. & Daenzer, Kathryn & Gurgel, Angelo & Kitous, Alban & Kober, Tom, 2016. "Climate policy scenarios in Brazil: A multi-model comparison for energy," Energy Economics, Elsevier, vol. 56(C), pages 564-574.
    3. Tomoko Hasegawa & Shinichiro Fujimori & Petr Havlík & Hugo Valin & Benjamin Leon Bodirsky & Jonathan C. Doelman & Thomas Fellmann & Page Kyle & Jason F. L. Koopman & Hermann Lotze-Campen & Daniel Maso, 2018. "Risk of increased food insecurity under stringent global climate change mitigation policy," Nature Climate Change, Nature, vol. 8(8), pages 699-703, August.
    4. Ignacio Amigo, 2020. "When will the Amazon hit a tipping point?," Nature, Nature, vol. 578(7796), pages 505-507, February.
    5. R. de Oliveira Silva & L. G. Barioni & J. A. J. Hall & M. Folegatti Matsuura & T. Zanett Albertini & F. A. Fernandes & D. Moran, 2016. "Increasing beef production could lower greenhouse gas emissions in Brazil if decoupled from deforestation," Nature Climate Change, Nature, vol. 6(5), pages 493-497, May.
    6. Steven K. Rose & Alla A. Golub & Brent Sohngen, 2013. "Total Factor and Relative Agricultural Productivity and Deforestation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 426-434.
    7. Pedro R. R. Rochedo & Britaldo Soares-Filho & Roberto Schaeffer & Eduardo Viola & Alexandre Szklo & André F. P. Lucena & Alexandre Koberle & Juliana Leroy Davis & Raoni Rajão & Regis Rathmann, 2018. "The threat of political bargaining to climate mitigation in Brazil," Nature Climate Change, Nature, vol. 8(8), pages 695-698, August.
    8. de Oliveira Silva, Rafael & Barioni, Luis Gustavo & Hall, J. A. Julian & Moretti, Antonio Carlos & Fonseca Veloso, Rui & Alexander, Peter & Crespolini, Mariane & Moran, Dominic, 2017. "Sustainable intensification of Brazilian livestock production through optimized pasture restoration," Agricultural Systems, Elsevier, vol. 153(C), pages 201-211.
    9. Krey, Volker & Guo, Fei & Kolp, Peter & Zhou, Wenji & Schaeffer, Roberto & Awasthy, Aayushi & Bertram, Christoph & de Boer, Harmen-Sytze & Fragkos, Panagiotis & Fujimori, Shinichiro & He, Chenmin & Iy, 2019. "Looking under the hood: A comparison of techno-economic assumptions across national and global integrated assessment models," Energy, Elsevier, vol. 172(C), pages 1254-1267.
    10. Nico Bauer & Steven K. Rose & Shinichiro Fujimori & Detlef P. van Vuuren & John Weyant & Marshall Wise & Yiyun Cui & Vassilis Daioglou & Matthew J. Gidden & Etsushi Kato & Alban Kitous & Florian Lebla, 2018. "Global energy sector emission reductions and bioenergy use: overview of the bioenergy demand phase of the EMF-33 model comparison," Post-Print hal-01972038, HAL.
    11. Klein, Bruno Colling & Chagas, Mateus Ferreira & Watanabe, Marcos Djun Barbosa & Bonomi, Antonio & Maciel Filho, Rubens, 2019. "Low carbon biofuels and the New Brazilian National Biofuel Policy (RenovaBio): A case study for sugarcane mills and integrated sugarcane-microalgae biorefineries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    12. Matthew Langholtz & Ingrid Busch & Abishek Kasturi & Michael R. Hilliard & Joanna McFarlane & Costas Tsouris & Srijib Mukherjee & Olufemi A. Omitaomu & Susan M. Kotikot & Melissa R. Allen-Dumas & Chri, 2020. "The Economic Accessibility of CO 2 Sequestration through Bioenergy with Carbon Capture and Storage (BECCS) in the US," Land, MDPI, vol. 9(9), pages 1-24, August.
    13. Alexandre C. Köberle & Pedro R. R. Rochedo & André F. P. Lucena & Alexandre Szklo & Roberto Schaeffer, 2020. "Brazil’s emission trajectories in a well-below 2 °C world: the role of disruptive technologies versus land-based mitigation in an already low-emission energy system," Climatic Change, Springer, vol. 162(4), pages 1823-1842, October.
    14. Köberle, Alexandre C. & Garaffa, Rafael & Cunha, Bruno S.L. & Rochedo, Pedro & Lucena, André F.P. & Szklo, Alexandre & Schaeffer, Roberto, 2018. "Are conventional energy megaprojects competitive? Suboptimal decisions related to cost overruns in Brazil," Energy Policy, Elsevier, vol. 122(C), pages 689-700.
    15. Steven Rose & Elmar Kriegler & Ruben Bibas & Katherine Calvin & Alexander Popp & Detlef Vuuren & John Weyant, 2014. "Bioenergy in energy transformation and climate management," Climatic Change, Springer, vol. 123(3), pages 477-493, April.
    16. Vassilis Daioglou & Jonathan C. Doelman & Elke Stehfest & Christoph Müller & Birka Wicke & Andre Faaij & Detlef P. van Vuuren, 2017. "Greenhouse gas emission curves for advanced biofuel supply chains," Nature Climate Change, Nature, vol. 7(12), pages 920-924, December.
    17. Steven K Rose & Nico Bauer & Alexander Popp & John Weyant & Shinichiro Fujimori & Petr Havlik & Marshall Wise & Detlef P Vuuren, 2020. "An overview of the Energy Modeling Forum 33rd study: assessing large-scale global bioenergy deployment for managing climate change," Climatic Change, Springer, vol. 163(3), pages 1539-1551, December.
    18. Cardoso, Abmael S. & Berndt, Alexandre & Leytem, April & Alves, Bruno J.R. & de Carvalho, Isabel das N.O. & de Barros Soares, Luis Henrique & Urquiaga, Segundo & Boddey, Robert M., 2016. "Impact of the intensification of beef production in Brazil on greenhouse gas emissions and land use," Agricultural Systems, Elsevier, vol. 143(C), pages 86-96.
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    1. Brenda H. M. Silveira & Hirdan K. M. Costa & Edmilson M. Santos, 2023. "Bioenergy with Carbon Capture and Storage (BECCS) in Brazil: A Review," Energies, MDPI, vol. 16(4), pages 1-18, February.
    2. Wu, Yazhen & Deppermann, Andre & Havlík, Petr & Frank, Stefan & Ren, Ming & Zhao, Hao & Ma, Lin & Fang, Chen & Chen, Qi & Dai, Hancheng, 2023. "Global land-use and sustainability implications of enhanced bioenergy import of China," Applied Energy, Elsevier, vol. 336(C).

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