Resilience of Interdependent Urban Socio-Physical Systems using Large-Scale Mobility Data: Modeling Recovery Dynamics

被引:28
|
作者
Yabe, Takahiro [1 ]
Rao, P. Suresh C. [1 ,2 ]
Ukkusuri, Satish V. [1 ]
机构
[1] Purdue Univ, Lyles Sch Civil Engn, 550 Stadium Mall Ave, W Lafayette, IN 47907 USA
[2] Purdue Univ, Dept Agron, 915 W State St, W Lafayette, IN 47907 USA
基金
美国国家科学基金会;
关键词
Resilience; Cities; Disasters; Socio-physical interdependencies; Mobility data; INFRASTRUCTURE; TRANSFORMATION; SIMULATION;
D O I
10.1016/j.scs.2021.103237
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Cities are complex systems comprised of socioeconomic systems relying on critical services delivered by multiple physical infrastructure networks. Due to interdependencies between social and physical systems, disruptions caused by natural hazards may cascade across systems, amplifying the impact of disasters. Despite the increasing threat posed by climate change and rapid urban growth, how to design interdependencies between social and physical systems to achieve resilient cities have been largely unexplored. Here, we study the socio-physical interdependencies in urban systems and their effects on disaster recovery and resilience, using large-scale mobility data collected from Puerto Rico during Hurricane Maria. We find that as cities grow in scale and expand their centralized infrastructure systems, the recovery efficiency of critical services improves, however, curtails the selfreliance of socio-economic systems during crises. Results show that maintaining self-reliance among social systems could be key in developing resilient urban socio-physical systems for cities facing rapid urban growth.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Post-disaster recovery policy assessment of urban socio-physical systems
    Park, Sangung
    Yabe, Takahiro
    V. Ukkusuri, Satish
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2024, 114
  • [2] Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data
    Jiang, Zhihan
    Liu, Yan
    Fan, Xiaoliang
    Wang, Cheng
    Li, Jonathan
    Chen, Longbiao
    FRONTIERS OF COMPUTER SCIENCE, 2020, 14 (05)
  • [3] Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data
    Zhihan Jiang
    Yan Liu
    Xiaoliang Fan
    Cheng Wang
    Jonathan Li
    Longbiao Chen
    Frontiers of Computer Science, 2020, 14
  • [4] Measuring inequality in community resilience to natural disasters using large-scale mobility data
    Boyeong Hong
    Bartosz J. Bonczak
    Arpit Gupta
    Constantine E. Kontokosta
    Nature Communications, 12
  • [5] Measuring inequality in community resilience to natural disasters using large-scale mobility data
    Hong, Boyeong
    Bonczak, Bartosz J.
    Gupta, Arpit
    Kontokosta, Constantine E.
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [6] Modeling and Analysis of Large-Scale Urban Mobility for Green Transportation
    Xia, Feng
    Rahim, Azizur
    Kong, Xiangjie
    Wang, Meng
    Cai, Yinqiong
    Wang, Jinzhong
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (04) : 1469 - 1481
  • [7] Urban Transportation System Resilience and Diversity Coupling using Large-scale Taxicab GPS Data
    Khaghani, Farnaz
    Rahimi-Golkhandan, Armin
    Jazizadeh, Farrokh
    Garvin, Michael J.
    BUILDSYS'19: PROCEEDINGS OF THE 6TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, 2019, : 165 - 168
  • [8] Urban transportation system resilience and diversity coupling using large-scale taxicab GPS data
    Khaghani, Farnaz
    Rahimi-Golkhandan, Armin
    Jazizadeh, Farrokh
    Garvin, Michael J.
    BuildSys 2019 - Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2019, : 165 - 168
  • [9] A comparative study of urban mobility patterns using large-scale spatio-temporal data
    The Anh Dang
    Chiam, Jodi
    Li, Ying
    2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2018, : 572 - 579
  • [10] Investigating physical encounters of individuals in urban metro systems with large-scale smart card data
    Liu, Kang
    Yin, Ling
    Ma, Zhanwu
    Zhang, Fan
    Zhao, Juanjuan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 545