A multi-agent-based model for sustainable governance of urban flood risk mitigation measures

被引:21
作者
Koc, Kerim [1 ]
Isik, Zeynep [1 ]
机构
[1] Yildiz Tech Univ, Dept Civil Engn, TR-34220 Istanbul, Turkey
关键词
Urban flood; Risk mitigation measures; Flood risk factors; Flood risk governance; Multi-agent-based model; RESILIENCE INDEX; DECISION-MAKING; MANAGEMENT; SYSTEM; VULNERABILITY; BUILDINGS; PROVINCE; VIEWS;
D O I
10.1007/s11069-020-04205-3
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Consequences of urban floods increased and diversified in terms of social, economical and environmental effects, due to the dense and unplanned urbanization in areas at risk of flooding. Reducing the potential damage of flood is one of the most effective and sustainable reduction strategies of flood risks through adopting adequate urban flood risk mitigation measures (UFRM). The main objective of this study is to ascertain urban floods and develop a model identifying UFRM in accordance with their importance in reducing the effects of floods by employing the concept of multi-agent systems. Social, economical and environmental-based agents were modelled in the agent environment to consider the three dimensions of sustainability in the proposed model. Thirteen negotiation strategies were developed for the agents to negotiate with each other. An illustrative case study was then performed to test the proposed model features, and the results were thoroughly analysed. Sensitivity analysis was conducted to specify the most sensitive strategies over the changing fuzziness level of agents. It was observed that the best strategy differs with respect to short-, medium- and long-term gains significantly, which, in turn, lead to alterations in the list of UFRM. This could provide different risk mitigation plans for different regions with their changing resources. In summary, this study provides an innovative multi-agent-based model that can be performed to specify the most urgent UFRM which can be used by disaster coordination and management authorities as a decision-making input.
引用
收藏
页码:1079 / 1110
页数:32
相关论文
共 74 条
  • [1] An overview of flood mitigation strategy and research support in South Asia: implications for sustainable flood risk management
    Abbas, Azhar
    Amjath-Babu, T. S.
    Kaechele, Harald
    Usman, Muhammad
    Mueller, Klaus
    [J]. INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY, 2016, 23 (01) : 98 - 111
  • [2] Sustainability-Based Flood Hazard Mapping of the Swannanoa River Watershed
    Ahmadisharaf, Ebrahim
    Kalyanapu, Alfred J.
    Chung, Eun-Sung
    [J]. SUSTAINABILITY, 2017, 9 (10)
  • [3] Aggregation of fuzzy views of a large number of stakeholders for multi-objective flood management decision-making
    Akter, T
    Simonovic, SP
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2005, 77 (02) : 133 - 143
  • [4] A framework for evaluating flood risk governance
    Alexander, Meghan
    Priest, Sally
    Mees, Hannelore
    [J]. ENVIRONMENTAL SCIENCE & POLICY, 2016, 64 : 38 - 47
  • [5] [Anonymous], 2002, An Introduction to MultiAgent Systems
  • [6] Multicriteria evaluation of flood control measures: The case of Ribeira do Livramento
    Bana E Costa, CA
    da Silva, PA
    Correia, FN
    [J]. WATER RESOURCES MANAGEMENT, 2004, 18 (03) : 263 - 283
  • [7] Urban flood resilience - A multi-criteria index to integrate flood resilience into urban planning
    Bertilsson, Louise
    Wiklund, Karin
    Tebaldi, Isadora de Moura
    Rezende, Osvaldo Moura
    Verol, Aline Pires
    Miguez, Marcelo Gomes
    [J]. JOURNAL OF HYDROLOGY, 2019, 573 : 970 - 982
  • [8] Bratman M., 1987, Intention, plans, and practical reason
  • [9] Buford J.F., 2006, INT J INTELLIGENT CO, V11, P284
  • [10] What is responsible for increasing flood risks? The case of Gangwon Province, Korea
    Chang, Heejun
    Franczyk, Jon
    Kim, Changhwan
    [J]. NATURAL HAZARDS, 2009, 48 (03) : 339 - 354