IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2111.01762.html
   My bibliography  Save this paper

AIRCC-Clim: a user-friendly tool for generating regional probabilistic climate change scenarios and risk measures

Author

Listed:
  • Francisco Estrada
  • Oscar Calder'on-Bustamante
  • Wouter Botzen
  • Juli'an A. Velasco
  • Richard S. J. Tol

Abstract

Complex physical models are the most advanced tools available for producing realistic simulations of the climate system. However, such levels of realism imply high computational cost and restrictions on their use for policymaking and risk assessment. Two central characteristics of climate change are uncertainty and that it is a dynamic problem in which international actions can significantly alter climate projections and information needs, including partial and full compliance of global climate goals. Here we present AIRCC-Clim, a simple climate model emulator that produces regional probabilistic climate change projections of monthly and annual temperature and precipitation, as well as risk measures, based both on standard and user-defined emissions scenarios for six greenhouse gases. AIRCC-Clim emulates 37 atmosphere-ocean coupled general circulation models with low computational and technical requirements for the user. This standalone, user-friendly software is designed for a variety of applications including impact assessments, climate policy evaluation and integrated assessment modelling.

Suggested Citation

  • Francisco Estrada & Oscar Calder'on-Bustamante & Wouter Botzen & Juli'an A. Velasco & Richard S. J. Tol, 2021. "AIRCC-Clim: a user-friendly tool for generating regional probabilistic climate change scenarios and risk measures," Papers 2111.01762, arXiv.org.
  • Handle: RePEc:arx:papers:2111.01762
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2111.01762
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hodler, Roland & Raschky, Paul A., 2014. "Economic shocks and civil conflict at the regional level," Economics Letters, Elsevier, vol. 124(3), pages 530-533.
    2. Alexandra Jonko & Nathan M. Urban & Balu Nadiga, 2018. "Towards Bayesian hierarchical inference of equilibrium climate sensitivity from a combination of CMIP5 climate models and observational data," Climatic Change, Springer, vol. 149(2), pages 247-260, July.
    3. Gerónimo Barrios Puente & Francisco Perez & Robert J. Gitter, 2016. "The Effect of Rainfall on Migration from Mexico to the United States," International Migration Review, Wiley Blackwell, vol. 50(4), pages 890-909, December.
    4. Benjamin D. Santer & Céline J. W. Bonfils & Qiang Fu & John C. Fyfe & Gabriele C. Hegerl & Carl Mears & Jeffrey F. Painter & Stephen Po-Chedley & Frank J. Wentz & Mark D. Zelinka & Cheng-Zhi Zou, 2019. "Celebrating the anniversary of three key events in climate change science," Nature Climate Change, Nature, vol. 9(3), pages 180-182, March.
    5. David Anthoff & Richard Tol, 2014. "Climate policy under fat-tailed risk: an application of FUND," Annals of Operations Research, Springer, vol. 220(1), pages 223-237, September.
    6. Peter M. Cox & Chris Huntingford & Mark S. Williamson, 2018. "Emergent constraint on equilibrium climate sensitivity from global temperature variability," Nature, Nature, vol. 553(7688), pages 319-322, January.
    7. Thomas Mendlik & Andreas Gobiet, 2016. "Selecting climate simulations for impact studies based on multivariate patterns of climate change," Climatic Change, Springer, vol. 135(3), pages 381-393, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. van den Bergh, J.C.J.M. & Botzen, W.J.W., 2015. "Monetary valuation of the social cost of CO2 emissions: A critical survey," Ecological Economics, Elsevier, vol. 114(C), pages 33-46.
    2. Flückiger, Matthias & Ludwig, Markus, 2015. "Economic shocks in the fisheries sector and maritime piracy," Journal of Development Economics, Elsevier, vol. 114(C), pages 107-125.
    3. Christian Almer & Jeremy Laurent-Lucchetti & Manuel Oechslin, 2014. "Agricultural shocks and riots: A disaggregated analysis," Department of Economics Working Papers 24/14, University of Bath, Department of Economics.
    4. Foley, Duncan K. & Rezai, Armon & Taylor, Lance, 2013. "The social cost of carbon emissions: Seven propositions," Economics Letters, Elsevier, vol. 121(1), pages 90-97.
    5. De Luca, Giacomo & Hodler, Roland & Raschky, Paul A. & Valsecchi, Michele, 2018. "Ethnic favoritism: An axiom of politics?," Journal of Development Economics, Elsevier, vol. 132(C), pages 115-129.
    6. Millán-Quijano, Jaime & Pulgarín, Sebastián, 2023. "Oiling up the field. Forced internal displacement and the expansion of palm oil in Colombia," World Development, Elsevier, vol. 162(C).
    7. Bruederle, Anna & Peters, Jörg & Roberts, Gareth, 2017. "Weather and crime in South Africa," Ruhr Economic Papers 739, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Guy Abel & Michael Brottrager & Jesus Crespo Cuaresma & Raya Muttarak, 2018. "Climate, Conflict and Forced Migration," Department of Economics Working Papers wuwp272, Vienna University of Economics and Business, Department of Economics.
    9. Morakinyo O Adetutu & Kayode A Odusanya & Eleni Stathopoulou & Thomas G Weyman-Jones, 2023. "Environmental regulation, taxes, and activism," Oxford Economic Papers, Oxford University Press, vol. 75(2), pages 460-489.
    10. Peter H Egger & Marko Koethenbuerger & Gabriel Loumeau, 2022. "Local border reforms and economic activity," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 81-102.
    11. Yuanfang Chai & Yao Yue & Louise J. Slater & Jiabo Yin & Alistair G. L. Borthwick & Tiexi Chen & Guojie Wang, 2022. "Constrained CMIP6 projections indicate less warming and a slower increase in water availability across Asia," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    12. John Gibson & Susan Olivia & Geua Boe‐Gibson, 2020. "Night Lights In Economics: Sources And Uses," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 955-980, December.
    13. Anna Bruederle & Roland Hodler, 2018. "Nighttime lights as a proxy for human development at the local level," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-22, September.
    14. Hwang, In Chang & Tol, Richard S.J. & Hofkes, Marjan W., 2016. "Fat-tailed risk about climate change and climate policy," Energy Policy, Elsevier, vol. 89(C), pages 25-35.
    15. Andreas Kammerlander & Kerstin Unfried, 2022. "Sending peace home?! The effect of political favoritism on conflict," HiCN Working Papers 378, Households in Conflict Network.
    16. Unfried, Kerstin & Kis-Katos, Krisztina & Poser, Tilman, 2022. "Water scarcity and social conflict," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    17. Maarten Voors & Peter Van Der Windt & Kostadis J. Papaioannou & Erwin Bulte, 2017. "Resources and Governance in Sierra Leone’s Civil War," Journal of Development Studies, Taylor & Francis Journals, vol. 53(2), pages 278-294, February.
    18. Dilger, Alexander, 2020. "Wirtschaftsethische Überlegungen zum Klimawandel," Discussion Papers of the Institute for Organisational Economics 5/2020, University of Münster, Institute for Organisational Economics.
    19. Sunde, Uwe & Cervellati, Matteo & Esposito, Elena & Valmori, Simona, 2016. "Malaria Risk and Civil Violence," CEPR Discussion Papers 11496, C.E.P.R. Discussion Papers.
    20. Kammerlander, Andreas & Schulze, Günther G., 2023. "Local economic growth and infant mortality," Journal of Health Economics, Elsevier, vol. 87(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2111.01762. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.