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Research Article

Extreme weather events and military conflict over seven centuries in ancient Korea

View ORCID ProfileTackseung Jun and View ORCID ProfileRajiv Sethi
  1. aDepartment of Economics, Kyung Hee University, Seoul 02447, South Korea;
  2. bDepartment of Economics, Barnard College, Columbia University, New York, NY 10027;
  3. cSanta Fe Institute, Santa Fe, NM 87501

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PNAS March 23, 2021 118 (12) e2021976118; https://doi.org/10.1073/pnas.2021976118
Tackseung Jun
aDepartment of Economics, Kyung Hee University, Seoul 02447, South Korea;
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  • ORCID record for Tackseung Jun
  • For correspondence: tj32k@khu.ac.kr
Rajiv Sethi
bDepartment of Economics, Barnard College, Columbia University, New York, NY 10027;
cSanta Fe Institute, Santa Fe, NM 87501
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  • ORCID record for Rajiv Sethi
  1. Edited by Matthew O. Jackson, Stanford University, Stanford, CA, and approved February 1, 2021 (received for review October 21, 2020)

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Significance

We examine the link between extreme weather events and interstate conflict using data covering the three ancient kingdoms on the Korean Peninsula over seven centuries. Extreme weather events, such as drought and heavy rainfall, have a direct causal effect on conflict, but this effect is asymmetric: Shocks are far more likely to give rise to opportunistic invasions (where the state experiencing the shock is attacked) than to desperate invasions (where the state experiencing the shock initiates attack). We identify food insecurity as a critical source of vulnerability. Since climate change is leading to increased frequency of extreme weather events, a better understanding of the implications for labor-intensive armed conflict can help with mitigation strategies.

Abstract

We explore the causal connection between weather and war by constructing and analyzing a dataset featuring extreme weather events and military conflicts involving a set of stable political entities that existed side by side over several centuries, namely, the three ancient kingdoms of the Korean Peninsula between 18 Before the Common Era and 660 Common Era. Conflicts are classified as desperate if a state experiencing the shock invades a neighbor and opportunistic if a state experiencing the shock is invaded by a neighbor. We find that weather-induced conflict was significant, but largely opportunistic rather than desperate. That is, states experiencing an adverse shock were more likely to be invaded, but not more likely to initiate attack. We also provide evidence that the channel through which weather shocks gave rise to opportunistic invasions was food insecurity, which weakened the power of states to repel attack. Since climate change is projected to give rise to an increased frequency of extreme weather events, these historical findings have contemporary relevance.

  • extreme weather events
  • military conflict
  • ancient Korea

Footnotes

  • ↵1To whom correspondence may be addressed. Email: tj32k{at}khu.ac.kr.
  • Author contributions: T.J. and R.S. designed research, performed research, analyzed data, and wrote the paper.

  • The authors declare no competing interest.

  • This article is a PNAS Direct Submission.

  • This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2021976118/-/DCSupplemental.

Data Availability

Data have been deposited in GitHub (https://github.com/tj32gm/3-kingdoms-weather-shock) (39).

Published under the PNAS license.

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References

  1. ↵
    1. P. Stott
    , How climate change affects extreme weather events. Science 352, 1517–1518 (2016).
    OpenUrlAbstract/FREE Full Text
  2. ↵
    1. P. A. Richard,
    2. B. J. Soden
    , Atmospheric warming and the amplification of precipitation extremes. Science 321, 1481–1484 (2008).
    OpenUrlAbstract/FREE Full Text
  3. ↵
    1. D. B. Lobell,
    2. W. Schlenker,
    3. J. Costa-Roberts
    , Climate trends and global crop production since 1980. Science 333, 616–620 (2011).
    OpenUrlAbstract/FREE Full Text
  4. ↵
    1. T. Wheeler,
    2. J. von Braun
    , Climate change impacts on global food security. Science 341, 508–513 (2003).
    OpenUrl
  5. ↵
    1. J. F. Maystadt,
    2. O. Ecker
    , Extreme weather and civil war: Does drought fuel conflict in Somalia through livestock price shocks? Am. J. Agric. Econ. 96, 1157–1182 (2014).
    OpenUrlCrossRef
  6. ↵
    1. R. Reuveny
    , Climate change-induced migration and violent conflict. Polit. Geogr. 26, 656–673 (2007).
    OpenUrlCrossRef
  7. ↵
    1. G. J. Abel,
    2. M. Brottrager,
    3. J. C. Cuaresma,
    4. R. Muttarak
    , Climate, conflict and forced migration. Global Environ. Change 54, 239–249 (2019).
    OpenUrl
  8. ↵
    1. E. Miguel,
    2. S. Satyanath,
    3. E. Sergenti
    , Economic shocks and civil conflict: An instrumental variables approach. J. Polit. Econ. 112, 725–753 (2004).
    OpenUrlCrossRef
  9. ↵
    1. M. Dell,
    2. B. F. Jones,
    3. B. A. Olken
    , Temperature shocks and economic growth: Evidence from the last half century. Am. Econ. J. Macroecon. 4, 66–95 (2012).
    OpenUrlCrossRef
  10. ↵
    1. N. Myers
    , Ultimate Security: The Environmental Basis of Political Stability (Island Press, Washington, DC., 1996).
  11. ↵
    1. M. B. Burke,
    2. E. Miguel,
    3. S. Satyanath,
    4. J. A. Dykema,
    5. D. B. Lobell
    , Warming increases the risk of civil war in Africa. Proc. Natl. Acad. Sci. U. S. A 106, 20670–20674 (2009).
    OpenUrlAbstract/FREE Full Text
  12. ↵
    1. S. M. Hsiang,
    2. M. B. Burke,
    3. E. Miguel
    , Quantifying the influence of climate on human conflict. Science 341, 1235367 (2013).
    OpenUrlAbstract/FREE Full Text
  13. ↵
    1. Y. Bai,
    2. J. K. Kung
    , Climate shocks and Sino-nomadic conflict. Rev. Econ. Stat. 93, 970–981 (2011).
    OpenUrlCrossRef
  14. ↵
    1. D. D. Zhang,
    2. P. Brecke,
    3. H. F. Lee,
    4. Y. Q. He,
    5. J. Zhang
    , Global climate change, war, and population decline in recent human history. Proc. Natl. Acad. Sci. U.S.A. 104, 19214–19219 (2007).
    OpenUrlAbstract/FREE Full Text
  15. ↵
    1. R. S. J. Tol,
    2. S. Wagner
    , Climate change and violent conflict in Europe over the last millennium. Clim. Change 99, 65–79 (2010).
    OpenUrl
  16. ↵
    1. T. J. Barfield
    , The Perilous Frontier: Nomadic Empires and China (Blackwell, Cambridge, UK, 1989).
  17. ↵
    1. T. J. Christensen
    , Useful Adversaries: Grand Strategy, Domestic Mobilization, and Sino-American Conflict (Princeton University Press, Princeton, NJ, 1996).
  18. ↵
    1. G. Ross
    , Neoclassical realism and theories of foreign policy. World Polit. 51, 144–172 (1998).
    OpenUrl
  19. ↵
    1. R. Jervis
    , Perception and Misperception in International Politics (Princeton University Press, Princeton, NJ, 1976).
  20. ↵
    1. H. Fjelde
    , Farming or fighting? Agricultural price shocks and civil war in Africa. World Dev. 67, 525–534 (2015).
    OpenUrl
  21. ↵
    1. R. Caruso,
    2. I. Petrarca,
    3. R. Ricciuti
    , Climate change, rice crops, and violence: Evidence from Indonesia. J. Peace Res. 53, 66–83 (2016).
    OpenUrlCrossRef
  22. ↵
    1. T. Jun
    , Temperature, maize yield, and civil conflicts in sub-Saharan Africa. Clim. Change 142, 183–197 (2017).
    OpenUrl
  23. ↵
    1. J. L. Montiel Olea,
    2. C. Pflueger
    , A robust test for weak instruments. J. Bus. Econ. Stat. 31, 358–369 (2013).
    OpenUrl
  24. ↵
    1. T. C. Schelling
    , The Strategy of Conflict (Harvard University Press, Cambridge, MA, 1960).
  25. ↵
    1. J. D. Fearon
    , Rationalist explanations for war. Int. Organ. 49, 379–414 (1995).
    OpenUrlCrossRef
  26. ↵
    1. R. Powell
    , War as a commitment problem. Int. Organ. 60, 169–203 (2006).
    OpenUrl
  27. ↵
    1. C. P. Kelley,
    2. S. Mohtadi,
    3. M. A. Cane,
    4. R. Seager,
    5. Y. Kushnir
    , Climate change in the fertile crescent and implications of the recent Syrian drought. Proc. Natl. Acad. Sci. U.S.A. 112, 3241–3246 (2015).
    OpenUrlAbstract/FREE Full Text
  28. ↵
    1. J. Scheffran,
    2. A. Battaglini
    , Climate and conflicts: The security risks of global warming. Reg. Environ. Change 11, 27–39 (2011).
    OpenUrlCrossRef
  29. ↵
    1. J. W. Best
    , A History of the Early Korean Kingdom of Paekche (Harvard University Asia Center, Cambridge, MA, 2007).
  30. ↵
    1. E. J. Shultz,
    2. H. H. W. Kang
    , The Koguryo Annals of the Samguk Sagi (The Academy of Korean Studies Press, Seoul, Korea, 2012).
  31. ↵
    1. E. J. Shultz,
    2. H. H. W. Kang
    , The Silla Annals of the Samguk Sagi (The Academy of Korean Studies Press, Seoul, Korea, 2012).
  32. ↵
    1. J. Zheng,
    2. W. C. Wang,
    3. Q. Ge,
    4. Z. Man,
    5. P. Zhang
    , Precipitation variability and extreme events in eastern China during the past 1500 years. Terr. Atmos. Ocean Sci. 17, 579–592 (2006).
    OpenUrl
  33. ↵
    1. K. N. Jo et al.
    , Holocene and Eemian climatic optima in the Korean Peninsula based on textural and carbon isotopic records from the stalagmite of the Daeya Cave, South Korea. Quat. Sci. Rev. 30, 1218–1231 (2011).
    OpenUrl
  34. ↵
    1. J. Jouzel,
    2. R. D. Koster,
    3. R. J. Suozzo,
    4. G. L. Russell
    , Stable water isotope behavior during the last glacial maximum: A general circulation model analysis. J. Geophys. Res. 99, 25791–25802 (1994).
    OpenUrl
  35. ↵
    1. W. K. Newey,
    2. K. D. West
    , A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55, 703–708 (1987).
    OpenUrlCrossRef
  36. ↵
    1. J. G. Cragg,
    2. S. G. Donald
    , Testing identifiability and specification in instrumental variables models. Econom. Theor. 9, 222–240 (1993).
    OpenUrl
  37. ↵
    1. D. W. K. Andrews,
    2. J. H. Stock
    1. J. H. Stock,
    2. M. Yogo
    , “Testing for weak instruments in linear IV regression,” in Identification and Inference for Econometric Models: Essays in Honor of Thomas Rothenberg, D. W. K. Andrews, J. H. Stock, Ed. (Cambridge University Press, New York, NY, 2005), pp. 80–108.
  38. ↵
    1. M. J. Moreira
    , Tests with correct size when instruments can be arbitrarily weak. J. Econom. 152, 131–140 (2009).
    OpenUrl
  39. ↵
    1. T. Jun,
    2. R. Sethi
    , Dataset for extreme weather events and military conflict over seven centuries in ancient Korea. GitHub. https://github.com/tj32gm/3-kingdoms-weather-shock. Deposited 26 December 2020.

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Extreme weather events and military conflict over seven centuries in ancient Korea
Tackseung Jun, Rajiv Sethi
Proceedings of the National Academy of Sciences Mar 2021, 118 (12) e2021976118; DOI: 10.1073/pnas.2021976118

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Extreme weather events and military conflict over seven centuries in ancient Korea
Tackseung Jun, Rajiv Sethi
Proceedings of the National Academy of Sciences Mar 2021, 118 (12) e2021976118; DOI: 10.1073/pnas.2021976118
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  • Article
    • Abstract
    • Weather Shocks and Conflict in Ancient Korea
    • Desperation and Opportunity as Motives for Conflict
    • Mechanisms Linking Weather Events to Conflict
    • Discussion
    • Materials and Methods
    • Data Availability
    • Acknowledgments
    • Footnotes
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