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
  • [21] IDENTIFICATION AND MODELING OF LARGE-SCALE SYSTEMS USING SENSITIVITY ANALYSIS
    GUINZY, NJ
    SAGE, AP
    INTERNATIONAL JOURNAL OF CONTROL, 1973, 17 (05) : 1073 - 1087
  • [22] MetaReg: a platform for modeling, analysis and visualization of biological systems using large-scale experimental data
    Igor Ulitsky
    Irit Gat-Viks
    Ron Shamir
    Genome Biology, 9
  • [23] MetaReg: a platform for modeling, analysis and visualization of biological systems using large-scale experimental data
    Ulitsky, Igor
    Gat-Viks, Irit
    Shamir, Ron
    GENOME BIOLOGY, 2008, 9 (01)
  • [24] Quantitative Risk Modeling and Analysis for Large-Scale Cyber-Physical Systems
    Malik, Adeel A.
    Tosh, Deepak K.
    2020 29TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2020), 2020,
  • [25] LARGE-SCALE PHYSICAL SYSTEMS MODELING FRAMEWORK FOR POWER SYSTEM VARIATIONAL ANALYSIS
    GUPTA, CP
    SATSANGI, PS
    IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1974, PA93 (06): : 1730 - 1730
  • [26] Understanding Human Mobility and Workload Dynamics Due to Different Large-Scale Events Using Mobile Phone Data
    Humberto T. Marques-Neto
    Faber H. Z. Xavier
    Wender Z. Xavier
    Carlos Henrique S. Malab
    Artur Ziviani
    Lucas M. Silveira
    Jussara M. Almeida
    Journal of Network and Systems Management, 2018, 26 : 1079 - 1100
  • [27] Understanding Human Mobility and Workload Dynamics Due to Different Large-Scale Events Using Mobile Phone Data
    Marques-Neto, Humberto T.
    Xavier, Faber H. Z.
    Xavier, Wender Z.
    Malab, Carlos Henrique S.
    Ziviani, Artur
    Silveira, Lucas M.
    Almeida, Jussara M.
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2018, 26 (04) : 1079 - 1100
  • [28] Exploring the structural factors of resilience in urban drainage systems: a large-scale stochastic computational experiment
    Zhang, Dazhen
    Dong, Xin
    Zeng, Siyu
    WATER RESEARCH, 2021, 188
  • [29] Application of Kalman Filter to Large-scale Geospatial Data: Modeling Population Dynamics
    Akatsuka, Hiroto
    Terada, Masayuki
    ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS, 2023, 9 (01)
  • [30] Cardiovascular Risk Models Using Large-Scale Physical Examination Data
    Fei, Jintao
    Ding, Shuhan
    Li, Minghui
    Yuan, Yifang
    Luo, Jiangying
    Wang, Guoxin
    Zhao, Jun
    Cao, Xuyang
    Gao, Minyu
    Yao, Yang
    Zhang, Ping
    Xu, Zhaoji
    Liu, Mingxue
    Wu, Xinyue
    Wang, Ding
    CIRCULATION, 2024, 150