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Research Article

The causality analysis of climate change and large-scale human crisis

David D. Zhang, Harry F. Lee, Cong Wang, Baosheng Li, Qing Pei, Jane Zhang, and Yulun An
PNAS first published October 3, 2011; https://doi.org/10.1073/pnas.1104268108
David D. Zhang
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  • For correspondence: zhangd@hkucc.hku.hk
Harry F. Lee
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Cong Wang
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Baosheng Li
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Qing Pei
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Jane Zhang
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Yulun An
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  1. Edited by Charles S. Spencer, American Museum of Natural History, New York, NY, and approved September 6, 2011 (received for review March 17, 2011)

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Abstract

Recent studies have shown strong temporal correlations between past climate changes and societal crises. However, the specific causal mechanisms underlying this relation have not been addressed. We explored quantitative responses of 14 fine-grained agro-ecological, socioeconomic, and demographic variables to climate fluctuations from A.D. 1500–1800 in Europe. Results show that cooling from A.D. 1560–1660 caused successive agro-ecological, socioeconomic, and demographic catastrophes, leading to the General Crisis of the Seventeenth Century. We identified a set of causal linkages between climate change and human crisis. Using temperature data and climate-driven economic variables, we simulated the alternation of defined “golden” and “dark” ages in Europe and the Northern Hemisphere during the past millennium. Our findings indicate that climate change was the ultimate cause, and climate-driven economic downturn was the direct cause, of large-scale human crises in preindustrial Europe and the Northern Hemisphere.

  • climate-driven economy
  • Granger Causality Analysis
  • grain price

Footnotes

  • ↵1To whom correspondence should be addressed. E-mail: zhangd{at}hkucc.hku.hk.
  • Author contributions: D.D.Z. designed research; D.D.Z., H.F.L., and B.L. performed research; D.D.Z., H.F.L., C.W., Q.P., and Y.A. analyzed data; and D.D.Z., H.F.L., and J.Z. wrote the paper.

  • The authors declare no conflict of interest.

  • This article is a PNAS Direct Submission.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1104268108/-/DCSupplemental.

Freely available online through the PNAS open access option.

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The causality analysis of climate change and large-scale human crisis
David D. Zhang, Harry F. Lee, Cong Wang, Baosheng Li, Qing Pei, Jane Zhang, Yulun An
Proceedings of the National Academy of Sciences Oct 2011, 201104268; DOI: 10.1073/pnas.1104268108

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The causality analysis of climate change and large-scale human crisis
David D. Zhang, Harry F. Lee, Cong Wang, Baosheng Li, Qing Pei, Jane Zhang, Yulun An
Proceedings of the National Academy of Sciences Oct 2011, 201104268; DOI: 10.1073/pnas.1104268108
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Proceedings of the National Academy of Sciences: 118 (6)
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