Multicriteria Fuzzy Analysis for a GIS-Based Management of Earthquake Scenarios

被引:18
|
作者
D'Urso, Maria Grazia [1 ]
Masi, Daniele [2 ]
Zuccaro, Giulio [3 ]
De Gregorio, Daniela [3 ]
机构
[1] Univ Cassino & Southern Lazio, Dept Civil & Mech Engn, Cassino, Italy
[2] Univ Naples Federico II, Dept Struct Engn & Architecture, Naples, Italy
[3] Univ Naples Federico II, PLINIVS Study Ctr LUPT, Naples, Italy
关键词
REGRESSION-ANALYSIS; DECISION-ANALYSIS; NEURAL-NETWORK; MCS INTENSITY; VULNERABILITY; OPTIMIZATION; PREDICTION; SELECTION; HAZARDS; MODEL;
D O I
10.1111/mice.12335
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Objective of this article is the formulation and the implementation of a decision-making model for the optimal management of emergencies. It is based on the accurate definition of possible scenarios resulting from prediction and prevention strategies and explicitly takes into account the subjectivity of the judgments of preference. To this end, a multicriteria decision model, based on fuzzy logic, has been implemented in a user-friendly geographical information system (GIS) platform so as to allow for the automation of choice processes between several alternatives for the spatial location of the investigated scenarios. In particular, we have analyzed the potentialities of the proposed approach in terms of seismic risk reduction, simplifying the decision process leading to the actions to be taken from directors and managers of coordination services. Due to the large number of variables involved in the decision process, it has been proposed a particularly flexible and streamlined method in which the damage scenarios, based on the vulnerability of the territory, have represented the input data to derive a vector of weights to be assigned to different decision alternatives. As an application of the proposed approach, the seismic damage scenario of a region of 400 km(2), hit by the 2009 earthquake in L'Aquila (Italy), has been analyzed.
引用
收藏
页码:165 / 179
页数:15
相关论文
共 50 条
  • [1] GIS-based assessment of liquefaction potential for selected earthquake scenarios
    Bojadjieva, J.
    Sheshov, V
    Edip, K.
    Chaneva, J.
    Kitanovski, T.
    Ivanovski, D.
    [J]. EARTHQUAKE GEOTECHNICAL ENGINEERING FOR PROTECTION AND DEVELOPMENT OF ENVIRONMENT AND CONSTRUCTIONS, 2019, 4 : 1453 - 1460
  • [2] GIS-based multicriteria decision analysis: a survey of the literature
    Malczewski, Jacek
    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2006, 20 (07) : 703 - 726
  • [3] IMPLEMENTATION OF GIS-BASED MULTICRITERIA DECISION ANALYSIS WITH VB IN ArcGIS
    Ozturk, Derya
    Batuk, Fatmagul
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2011, 10 (06) : 1023 - 1042
  • [4] Scenarios of future built environment for coastal risk assessment of climate change using a GIS-based multicriteria analysis
    Mokrech, Mustafa
    Nicholls, Robert J.
    Dawson, Richard J.
    [J]. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2012, 39 (01): : 120 - 136
  • [5] GIS-based multicriteria evaluation of foundation conditions
    Dunckova, Lucia
    Bednarik, Martin
    Krcmar, David
    Marschalko, Marian
    Tornyai, Rudolf
    [J]. BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2019, 78 (04) : 2903 - 2917
  • [6] GIS-based multicriteria evaluation for investment environment
    Lin, H
    Wan, Q
    Li, X
    Chen, J
    Kong, Y
    [J]. ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 1997, 24 (03): : 403 - 414
  • [7] GIS-based multicriteria evaluation of foundation conditions
    Lucia Dunčková
    Martin Bednarik
    David Krčmář
    Marian Marschalko
    Rudolf Tornyai
    [J]. Bulletin of Engineering Geology and the Environment, 2019, 78 : 2903 - 2917
  • [8] GIS-Based Multicriteria Evaluation and Fuzzy Sets to Identify Priority Sites for Marine Protection
    Louisa J. Wood
    Suzana Dragicevic
    [J]. Biodiversity and Conservation, 2007, 16 : 2539 - 2558
  • [9] GIS-Based multicriteria evaluation and fuzzy sets to identify priority sites for marine protection
    Wood, Louisa J.
    Dragicevic, Suzana
    [J]. BIODIVERSITY AND CONSERVATION, 2007, 16 (09) : 2539 - 2558
  • [10] Using the fuzzy majority approach for GIS-based multicriteria group decision-making
    Boroushaki, Soheil
    Malczewski, Jacek
    [J]. COMPUTERS & GEOSCIENCES, 2010, 36 (03) : 302 - 312