IDEAS home Printed from https://ideas.repec.org/a/spr/climat/v139y2016i2d10.1007_s10584-016-1749-3.html
   My bibliography  Save this article

China’s socioeconomic risk from extreme events in a changing climate: a hierarchical Bayesian model

Author

Listed:
  • Xiao-Chen Yuan

    (Beijing Institute of Technology (BIT)
    Beijing Institute of Technology)

  • Xun Sun

    (Columbia University)

  • Upmanu Lall

    (Columbia University
    Columbia University)

  • Zhi-Fu Mi

    (Beijing Institute of Technology (BIT)
    Beijing Institute of Technology)

  • Jun He

    (Chinese Academy of Sciences)

  • Yi-Ming Wei

    (Beijing Institute of Technology (BIT)
    Beijing Institute of Technology)

Abstract

China has a large economic and demographic exposure to extreme events that is increasing rapidly due to its fast development, and climate change may further aggravate the situation. This paper investigates China’s socioeconomic risk from extreme events under climate change over the next few decades with a focus on sub-national heterogeneity. The empirical relationships between socioeconomic damages and their determinants are identified using a hierarchical Bayesian approach, and are used to estimate future damages as well as associated uncertainty bounds given specified climate and development scenarios. Considering projected changes in exposure, we find that the southwest and central regions and Hainan Island of China are likely to have a larger percentage of population at risk, while most of the southwest and central regions could generally have higher economic losses. Finally, the analysis suggests that increasing income can significantly decrease the number of people affected by extremes.

Suggested Citation

  • Xiao-Chen Yuan & Xun Sun & Upmanu Lall & Zhi-Fu Mi & Jun He & Yi-Ming Wei, 2016. "China’s socioeconomic risk from extreme events in a changing climate: a hierarchical Bayesian model," Climatic Change, Springer, vol. 139(2), pages 169-181, November.
    • Handle: RePEc:spr:climat:v:139:y:2016:i:2:d:10.1007_s10584-016-1749-3
    DOI: 10.1007/s10584-016-1749-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10584-016-1749-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10584-016-1749-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mendelsohn, Robert & Emanuel, Kerry & Chonabayashi, Shun, 2011. "The impact of climate change on global tropical storm damages," Policy Research Working Paper Series 5562, The World Bank.
    2. Wei, Yi-Ming & Mi, Zhi-Fu & Huang, Zhimin, 2015. "Climate policy modeling: An online SCI-E and SSCI based literature review," Omega, Elsevier, vol. 57(PA), pages 70-84.
    3. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    4. Stephane Hallegatte & Colin Green & Robert J. Nicholls & Jan Corfee-Morlot, 2013. "Future flood losses in major coastal cities," Nature Climate Change, Nature, vol. 3(9), pages 802-806, September.
    5. Samuel Fankhauser & Thomas K.J. McDermott, 2013. "Understanding the adaptation deficit: why are poor countries more vulnerable to climate events than rich countries?," GRI Working Papers 134, Grantham Research Institute on Climate Change and the Environment.
    6. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    7. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    8. Schumacher, Ingmar & Strobl, Eric, 2011. "Economic development and losses due to natural disasters: The role of hazard exposure," Ecological Economics, Elsevier, vol. 72(C), pages 97-105.
    9. Vinod Thomas & Jose Albert & Cameron Hepburn, 2014. "Contributors to the frequency of intense climate disasters in Asia-Pacific countries," Climatic Change, Springer, vol. 126(3), pages 381-398, October.
    10. Joeri Rogelj & David L. McCollum & Andy Reisinger & Malte Meinshausen & Keywan Riahi, 2013. "Probabilistic cost estimates for climate change mitigation," Nature, Nature, vol. 493(7430), pages 79-83, January.
    11. Nigel Arnell & Ben Lloyd-Hughes, 2014. "The global-scale impacts of climate change on water resources and flooding under new climate and socio-economic scenarios," Climatic Change, Springer, vol. 122(1), pages 127-140, January.
    12. Richard Tol, 2002. "Estimates of the Damage Costs of Climate Change. Part 1: Benchmark Estimates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(1), pages 47-73, January.
    13. William D. Nordhaus, 2010. "The Economics Of Hurricanes And Implications Of Global Warming," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-20.
    14. Detlef Vuuren & Elmar Kriegler & Brian O’Neill & Kristie Ebi & Keywan Riahi & Timothy Carter & Jae Edmonds & Stephane Hallegatte & Tom Kram & Ritu Mathur & Harald Winkler, 2014. "A new scenario framework for Climate Change Research: scenario matrix architecture," Climatic Change, Springer, vol. 122(3), pages 373-386, February.
    15. Robert Mendelsohn & Kerry Emanuel & Shun Chonabayashi & Laura Bakkensen, 2012. "The impact of climate change on global tropical cyclone damage," Nature Climate Change, Nature, vol. 2(3), pages 205-209, March.
    16. Eduardo Cavallo & Andrew Powell & Oscar Becerra, 2010. "Estimating the Direct Economic Damages of the Earthquake in Haiti," Economic Journal, Royal Economic Society, vol. 120(546), pages 298-312, August.
    17. Brian O’Neill & Elmar Kriegler & Keywan Riahi & Kristie Ebi & Stephane Hallegatte & Timothy Carter & Ritu Mathur & Detlef Vuuren, 2014. "A new scenario framework for climate change research: the concept of shared socioeconomic pathways," Climatic Change, Springer, vol. 122(3), pages 387-400, February.
    18. Jing Liu & Thomas Hertel & Noah Diffenbaugh & Michael Delgado & Moetasim Ashfaq, 2015. "Future property damage from flooding: sensitivities to economy and climate change," Climatic Change, Springer, vol. 132(4), pages 741-749, October.
    19. S. Seo, 2014. "Estimating Tropical Cyclone Damages Under Climate Change in the Southern Hemisphere Using Reported Damages," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(3), pages 473-490, July.
    20. Tsang, Eric W. K., 2014. "Old and New," Management and Organization Review, Cambridge University Press, vol. 10(03), pages 390-390, November.
    21. Richard Tol, 2002. "Estimates of the Damage Costs of Climate Change, Part II. Dynamic Estimates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(2), pages 135-160, February.
    22. Yang Zhou & Ning Li & Wenxiang Wu & Haolong Liu & Li Wang & Guangxu Liu & Jidong Wu, 2014. "Socioeconomic development and the impact of natural disasters: some empirical evidences from China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(2), pages 541-554, November.
    23. Detlef Vuuren & Timothy Carter, 2014. "Climate and socio-economic scenarios for climate change research and assessment: reconciling the new with the old," Climatic Change, Springer, vol. 122(3), pages 415-429, February.
    24. Elmar Kriegler & Jae Edmonds & Stéphane Hallegatte & Kristie Ebi & Tom Kram & Keywan Riahi & Harald Winkler & Detlef Vuuren, 2014. "A new scenario framework for climate change research: the concept of shared climate policy assumptions," Climatic Change, Springer, vol. 122(3), pages 401-414, February.
    25. Rhona Barr & Samuel Fankhauser & Kirk Hamilton, 2010. "Adaptation investments: a resource allocation framework," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 15(8), pages 843-858, December.
    26. Simon Lloyd & R. Kovats & Zaid Chalabi & Sally Brown & Robert Nicholls, 2016. "Modelling the influences of climate change-associated sea-level rise and socioeconomic development on future storm surge mortality," Climatic Change, Springer, vol. 134(3), pages 441-455, February.
    27. Chi-Hsiang Wang & Yong Khoo & Xiaoming Wang, 2015. "Adaptation benefits and costs of raising coastal buildings under storm-tide inundation in South East Queensland, Australia," Climatic Change, Springer, vol. 132(4), pages 545-558, October.
    28. Matthew E. Kahn, 2005. "The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 271-284, May.
    29. Eduardo Cavallo & Andrew Powell & Oscar Becerra, 2010. "Estimating the Direct Economic Damages of the Earthquake in Haiti," Economic Journal, Royal Economic Society, vol. 120(546), pages 298-312, 08.
    30. Kristie Ebi & Stephane Hallegatte & Tom Kram & Nigel Arnell & Timothy Carter & Jae Edmonds & Elmar Kriegler & Ritu Mathur & Brian O’Neill & Keywan Riahi & Harald Winkler & Detlef Vuuren & Timm Zwickel, 2014. "A new scenario framework for climate change research: background, process, and future directions," Climatic Change, Springer, vol. 122(3), pages 363-372, February.
    31. Kellenberg, Derek K. & Mobarak, Ahmed Mushfiq, 2008. "Does rising income increase or decrease damage risk from natural disasters?," Journal of Urban Economics, Elsevier, vol. 63(3), pages 788-802, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cristian Rogério Foguesatto & Felipe Dalzotto Artuzo & Edson Talamini & João Armando Dessimon Machado, 2020. "Understanding the divergences between farmer’s perception and meteorological records regarding climate change: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(1), pages 1-16, January.
    2. Xiao-Chen Yuan & Xun Sun, 2019. "Climate change impacts on socioeconomic damages from weather-related events in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(3), pages 1197-1213, December.
    3. Zhi-Fu Mi & Yi-Ming Wei & Bing Wang & Jing Meng & Zhu Liu & Yuli Shan & Jingru Liu & Dabo Guan, 2017. "Socioeconomic impact assessment of China's CO2 emissions peak prior to 2030," CEEP-BIT Working Papers 103, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology.

    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. Peter A. G. van Bergeijk & Sara Lazzaroni, 2015. "Macroeconomics of Natural Disasters: Strengths and Weaknesses of Meta‐Analysis Versus Review of Literature," Risk Analysis, John Wiley & Sons, vol. 35(6), pages 1050-1072, June.
    2. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    3. Francesco Bosello & Shouro Dasgupta, 2015. "Development, Climate Change Adaptation, and Maladaptation: Some Econometric Evidence," Working Papers 2015.97, Fondazione Eni Enrico Mattei.
    4. Xiao-Chen Yuan & Xun Sun, 2019. "Climate change impacts on socioeconomic damages from weather-related events in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(3), pages 1197-1213, December.
    5. Laura A. Bakkensen & Xiangying Shi & Brianna D. Zurita, 2018. "The Impact of Disaster Data on Estimating Damage Determinants and Climate Costs," Economics of Disasters and Climate Change, Springer, vol. 2(1), pages 49-71, April.
    6. Laura A. Bakkensen & Robert O. Mendelsohn, 2016. "Risk and Adaptation: Evidence from Global Hurricane Damages and Fatalities," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 555-587.
    7. Kunze, Sven, 2018. "Unraveling the effects of tropical cyclones on economic sectors worldwide," Working Papers 0653, University of Heidelberg, Department of Economics.
    8. Samuel Fankhauser & Thomas K.J. McDermott, 2013. "Understanding the adaptation deficit: why are poor countries more vulnerable to climate events than rich countries?," GRI Working Papers 134, Grantham Research Institute on Climate Change and the Environment.
    9. Yang Zhou & Ning Li & Wenxiang Wu & Haolong Liu & Li Wang & Guangxu Liu & Jidong Wu, 2014. "Socioeconomic development and the impact of natural disasters: some empirical evidences from China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(2), pages 541-554, November.
    10. Qing Miao, 2019. "Are We Adapting to Floods? Evidence from Global Flooding Fatalities," Risk Analysis, John Wiley & Sons, vol. 39(6), pages 1298-1313, June.
    11. Vinod Thomas & Jose Albert & Cameron Hepburn, 2014. "Contributors to the frequency of intense climate disasters in Asia-Pacific countries," Climatic Change, Springer, vol. 126(3), pages 381-398, October.
    12. Kunze, Sven, 2017. "Unraveling the Effects of Tropical Cyclones on Economic Sectors Worldwide," Working Papers 0641, University of Heidelberg, Department of Economics.
    13. Newell, Richard G. & Prest, Brian C. & Sexton, Steven E., 2021. "The GDP-Temperature relationship: Implications for climate change damages," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    14. Young Seok Song & Moo Jong Park, 2019. "Development of Damage Prediction Formula for Natural Disasters Considering Economic Indicators," Sustainability, MDPI, vol. 11(3), pages 1-22, February.
    15. Sweta Sen & Narayan Chandra Nayak & William Kumar Mohanty, 2023. "Impact of tropical cyclones on sustainable development through loops and cycles: evidence from select developing countries of Asia," Empirical Economics, Springer, vol. 65(5), pages 2467-2498, November.
    16. Eduardo Cavallo & Ilan Noy, 2009. "The Economics of Natural Disasters - A Survey," Working Papers 200919, University of Hawaii at Manoa, Department of Economics.
    17. Spalding-Fecher, Randall. & Senatla, Mamahloko & Yamba, Francis & Lukwesa, Biness & Himunzowa, Grayson & Heaps, Charles & Chapman, Arthur & Mahumane, Gilberto & Tembo, Bernard & Nyambe, Imasiku, 2017. "Electricity supply and demand scenarios for the Southern African power pool," Energy Policy, Elsevier, vol. 101(C), pages 403-414.
    18. Richard S. J. Tol, 2022. "State capacity and vulnerability to natural disasters," Chapters, in: Mark Skidmore (ed.), Handbook on the Economics of Disasters, chapter 20, pages 434-457, Edward Elgar Publishing.
    19. De Bandt Olivier, & Jacolin Luc, & Lemaire Thibault., 2021. "Climate Change in Developing Countries: Global Warming Effects,Transmission Channels and Adaptation Policies," Working papers 822, Banque de France.
    20. Rahman, Muhammad Habibur, 2018. "Earthquakes don’t kill, built environment does: Evidence from cross-country data," Economic Modelling, Elsevier, vol. 70(C), pages 458-468.

    More about this item

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

    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:spr:climat:v:139:y:2016:i:2:d:10.1007_s10584-016-1749-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.