RnR-SMART: Resilient smart city evacuation plan based on road network reconfiguration in outbreak response

  • Kim, J.
  • Park, J.
  • Kim, K.
  • Kim, M.
Citations

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19
Citations

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22

초록

As the frequency of disasters increases worldwide, resilience planning through disaster management has become critical. Disaster managers must make difficult decisions prioritizing various disaster evacuation routes with limited road resources. This study proposes a road network reconfiguration (RnR) framework for disaster evacuation planning. The proposed model proposes a method to reconfigure a road network that can consider various factors based on open-source geographical information systems data. The proposed model first presents a big data processing method for generating an evacuation plan from actual large-scale road network data. This method is adopted for effective routes for large objects. Second, the proposed framework derives routes by disaster risk and is not limited to the minimum route cost, ensuring an optimal safe route according to the degree of risk. As a result, the proposed RnR framework contributes to the resilience of cities by enabling decision-makers and executives in disaster management to design action plans to avoid city risks and conserve human resources. © 2021 The Authors

키워드

Big data processingDisaster management systemGeographic information systemResilient evacuation planningRoad networkBig dataData handlingDecision makingDisaster preventionDisastersHighway administrationHighway planningInformation managementInformation systemsInformation useOpen systemsRoads and streetsSmart cityBig data processingDisaster managementDisaster management systemEvacuation planningEvacuation plansManagement systemsNetworks reconfigurationPlan-basedResilient evacuation planningRoad networkGeographic information systems
제목
RnR-SMART: Resilient smart city evacuation plan based on road network reconfiguration in outbreak response
저자
Kim, J.Park, J.Kim, K.Kim, M.
DOI
10.1016/j.scs.2021.103386
발행일
2021-12
유형
Article
저널명
Sustainable Cities and Society
75