A multi-criteria geographic information systems approach for the measurement of vulnerability to climate change

被引:15
作者
Runfola, Daniel Miller [1 ]
Ratick, Samuel [2 ]
Blue, Julie [3 ]
Machado, Elia Axinia [4 ]
Hiremath, Nupur [3 ]
Giner, Nick [2 ]
White, Kathleen [5 ]
Arnold, Jeffrey [5 ]
机构
[1] Coll William & Mary, 427 Scotland St, Williamsburg, VA 23185 USA
[2] Clark Univ, Worcester, MA 01610 USA
[3] Cadmus Corp, Waltham, MA USA
[4] CUNY, Lehman Coll, New York, NY 10021 USA
[5] US Army Corps Engineers, Hanover, NH USA
关键词
Decision support; Flooding; GIS; Multiple criteria evaluation; Vulnerability; Weighted ordered weighted average; SOCIAL VULNERABILITY; INTEGRATED ASSESSMENT; WATER-RESOURCES; INDICATORS; LEVEL; RESILIENCE; INDEX; GIS; OWA;
D O I
10.1007/s11027-015-9674-8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A flexible procedure for the development of a multi-criteria composite index to measure relative vulnerability under future climate change scenarios is presented. The composite index is developed using the Weighted Ordered Weighted Average (WOWA) aggregation technique which enables the selection of different levels of trade-off, which controls the degree to which indicators are able to average out others. We explore this approach in an illustrative case study of the United States (US), using future projections of widely available indicators quantifying flood vulnerability under two scenarios of climate change. The results are mapped for two future time intervals for each climate scenario, highlighting areas that may exhibit higher future vulnerability to flooding events. Based on a Monte Carlo robustness analysis, we find that the WOWA aggregation technique can provide a more flexible and potentially robust option for the construction of vulnerability indices than traditionally used approaches such as Weighted Linear Combinations (WLC). This information was used to develop a proof-of-concept vulnerability assessment to climate change impacts for the US Army Corps of Engineers. Lessons learned in this study informed the climate change screening analysis currently under way.
引用
收藏
页码:349 / 368
页数:20
相关论文
共 59 条
  • [1] The arctic water resource vulnerability index: An integrated assessment tool for community resilience and vulnerability with respect to freshwater
    Alessa, Lilian
    Kliskey, Andrew
    Lammers, Richard
    Arp, Chris
    White, Dan
    Hinzman, Larry
    Busey, Robert
    [J]. ENVIRONMENTAL MANAGEMENT, 2008, 42 (03) : 523 - 541
  • [2] [Anonymous], INT ENCY HUMAN GEOGR
  • [3] [Anonymous], 1997, The Ordered Weighted Averaging Operation: Theory, Methodology and Applications
  • [4] [Anonymous], GREENH CLIM RESP IND
  • [5] [Anonymous], GEOJOURNAL
  • [6] [Anonymous], IMPACT CLIMATE CHANG
  • [7] [Anonymous], US CLIM EXTR IND
  • [8] [Anonymous], 2011, THESIS
  • [9] [Anonymous], 2004, NEW INDICATORS VULNE
  • [10] [Anonymous], 2007, CLIMATE CHANGE 2007, DOI DOI 10.1038/446727A