Jianyi Huang, Yi Liu, Li Ma. Assessment of Regional Vulnerability to Natural Hazards in China Using a DEA Model[J]. International Journal of Disaster Risk Science, 2011, 2(2): 41-48. doi: 10.1007/s13753-011-0010-y
Citation: Jianyi Huang, Yi Liu, Li Ma. Assessment of Regional Vulnerability to Natural Hazards in China Using a DEA Model[J]. International Journal of Disaster Risk Science, 2011, 2(2): 41-48. doi: 10.1007/s13753-011-0010-y

Assessment of Regional Vulnerability to Natural Hazards in China Using a DEA Model

doi: 10.1007/s13753-011-0010-y
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This article has received comments from three reviewers. The authors are very grateful for their important advices for the improvement of the article. This study was supported by the National Key Technology R&D Program of China (2008BAK50B05).

  • Available Online: 2021-04-26
  • This paper presents a new method for quantifying regional vulnerability to natural hazards in China. In recent decades, the study of vulnerability has gained a position of centrality in natural hazards research. How to quantitatively assess vulnerability has raised much interest in academia. Researchers have proposed a variety of methods for quantitative assessment. But these methods are very sensitive to weights set for subindices. As a result, analytic results are often less convincing. A model based on data envelopment analysis (DEA) is used for the assessment of regional vulnerability to natural hazards in an attempt to improve existing analytical methods. Using a regional natural disaster system framework, this article constructs an input-output DEA model for the assessment of regional vulnerability, and takes China's mainland as a case study area. The result shows that the overall level of vulnerability to natural hazards in mainland China is high. The geographical pattern is that vulnerability is highest in western China, followed by diminishing vulnerability in central China, and lowest vulnerability levels in eastern China. There is a negative correlation between the level of regional vulnerability and level of regional economic development. Generally speaking, the more economically developed a region, the lower its regional vulnerability.
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  • Adger, W. N. 2006. Vulnerability. Global Environmental Change 16(3):268-281.
    Anderson, T. 2002. A Data Envelopment Analysis (DEA) Home Page. http://www.emp.pdx.edu/dea/homedea.html#Applications.
    Blaikie, P., T. Cannon, and I. Davis. 1994. At Risk:Natural Hazards, People's Vulnerability, and Disasters. London:Routledge.
    Boruff, B. J., C. Emrich, and S. L. Cutter. 2005. Erosion Hazard Vulnerability of US Coastal Counties. Journal of Coastal Research 21(5):932-942.
    Brooks, N., W. N. Adger, and P. M. Kelly. 2005. The Determinants of Vulnerability and Adaptive Capacity at the National Level and the Implications for Adaptation. Global Environmental Change 15(2):151-163.
    Charnes, A., W. Cooper, and E. Rhodes. 1978. Measuring the Efficiency of Decision Making Units. European Journal of Operational Research 2(6):429-444.
    Coelli, T. 1996. A Guide to DEAP Version 2.1:A Data Envelopment Analysis (Computer) Program. Centre for Efficiency and Productivity Analysis, University of New England, Australia. http://www.uq.%20edu.au/economics/cepa/deap.htm.
    Cooper, W. W., L. M. Seiford, and J. Zhu. 2004. Data Envelopment Analysis. In Handbook on Data Envelopment Analysis, edited by W. W. Cooper, L. M. Seiford, and J. Zhu, 1-39. Boston:Springer (Kluwer Academic Publishers).
    Cutter, S. L. 1996. Vulnerability to Environmental Hazards. Progress in Human Geography 20(4):529-539.
    ——. 2010. Social Science Perspectives on Hazards and Vulnerability Science. Geophysical Hazards 10(1):17-30.
    Cutter, S. L., B. J. Boruff, and W. Shirley. 2003. Social Vulnerability to Environmental Hazards. Social Science Quarterly 84(2):242-261.
    Cutter, S. L., and C. Finch. 2008. Temporal and Spatial Changes in Social Vulnerability to Natural Hazards. PNAS 105(7):2301-2306.
    Cutter, S. L., J. T. Mitchell, and M. S. Scott. 2000. Revealing the Vulnerability of People and Places:A Case Study of Georgetown County, South Carolina. Annals of the Association of American Geographers 90(4):713-737.
    Department of Finance and Administration, Ministry of Civil Affairs of China. 2001-2008. China Civil Affairs's Statictical Yearbook. Beijing:China Statistics Press (in Chinese).
    Dow, K., and T. E. Downing. 1995. Vulnerability Research:Where Things Stand. Human Dimensions Quarterly 1995(1):3-5.
    Fraser, E. D. G., A. J. Dougill, W. E. Mabee, M. Reed, and P. McAlpine. 2006. Bottom up and Top Down:Analysis of Participatory Processes for Sustainability Indicator Identification as a Pathway to Community Empowerment and Sustainable Environmental Management. Journal of Environmental Management 78(2):114-127.
    Information Office of the State Council of the People's Republic of China. 2009. China's Actions for Disaster Prevention and Reduction. http://news.xinhuanet.com/newscenter/2009-05/11/content_11351082.htm (in Chinese).
    Janssen, M. A., M. L. Schoon, W. Ke, and K. Brner. 2006. Scholarly Networks on Resilience, Vulnerability and Adaptation within the Human Dimensions of Global Environmental Change. Global Environmental Change 16(3):240-252.
    Kates, R. W., W. C. Clark, R. Corell, J. M. Hall, C. C. Jaeger, I. Lowe, J. J. McCarthy, H. J. Schellnhuber, B. Bolin, and N. M. Dickson. 2001. Sustainability Science. Science 292(5517):641-642.
    Klein, R. J. T., and R. J. Nicholls. 1999. Assessment of Coastal Vulnerability to Climate Change. Ambio 28(2):182-187.
    Lazarus, N. W. 2010. Coping Capacities and Rural Livelihoods:Challenges to Community Risk Management in Southern Sri Lanka. Applied Geography 31(1):20-34.
    Liverman, D. M., and K. L. O'Brien. 1991. Global Warming and Climate Change in Mexico. Global Environmental Change 1(5):351-364.
    Ma, Z. J. 1994. Major Disaster of China and Mitigation Measures. Beijing:Science and Technology Press (in Chinese, English summary).
    Metzger, M. J., M. D. A. Rounsevell, L. Acosta-Michlik, R. Leemans, and D. Schröter. 2006. The Vulnerability of Ecosystem Services to Land Use Change. Agriculture, Ecosystems & Environment Scenario-Based Studies of Future Land Use in Europe 114(1):69-85.
    Montz, B. E., and G. A. Tobin. 2010. Natural Hazards:An Evolving Tradition in Applied Geography. Applied Geography 31(1):1-4.
    National Bureau of Statistics of China. 2001-2008. China Statistical Yearbook. Beijing:China Statistics Press (in Chinese).
    Shi, P. J. 1996. Theory and Practice of Disaster Study. Journal of Natural Disasters 5(4):6-14 (in Chinese).
    Timmerman, P. 1981. Vulnerability, Resilience and the Collapse of Society:A Review of Models and Possible Climatic Applications. Toronto:Institute for Environmental Studies, University of Toronto, Canada.
    Turner II, B. L. 2010. Vulnerability and Resilience:Coalescing or Paralleling Approaches for Sustainability Science? Global Environmental Change 20(4):570-576.
    Watts, M. J., and H. G. Bohle. 1993. The Space of Vulnerability:The Causal Structure of Hunger and Famine. Progress in Human Geography 17(1):43-67.
    Wei, Y. M., Y. Fan, C. Lu, and H. T. Tsai. 2004. The Assessment of Vulnerability to Natural Disasters in China by Using the DEA Method. Environmental Impact Assessment Review 24(4):427-439.
    White, G. F. 1945. Human Adjustment to Floods:A Geographical Approach to the Flood Problem in the United States. Chicago:The University of Chicago, Department of Geography, Research Paper No. 29.
    Zou, L. L., and Y. M. Wei. 2009. Impact Assessment Using DEA of Coastal Hazards on Social-Economy in Southeast Asia. Natural Hazards 48(2):167-189.
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