IDEAS home Printed from https://ideas.repec.org/a/eee/reensy/v224y2022ics0951832022002046.html
   My bibliography  Save this article

Critical facility accessibility rapid failure early-warning detection and redundancy mapping in urban flooding

Author

Listed:
  • Gangwal, Utkarsh
  • Dong, Shangjia

Abstract

System-wide functionality failure emerges when a collection of components collapse simultaneously. Aiming to detect the early warning of the rapid critical facilities accessibility loss after flooding, this paper presents a network-theory-based detection model to identify the critical point after which the rate of road access loss to critical facilities starts to accelerate. The road network of Harris County, Texas during Hurricane Harvey 2017 flooding and simulated 500-year flooding (1,000 flooding sequences) is used for the case study. We also considered the travel radius for reaching critical facilities (e.g., 5 miles travel radius for hospitals, and 4 miles for groceries and pharmacies) in the accessibility assessment to show the flood impact on daily life. Additionally, we link the critical threshold to the spatial network to identify the corresponding critical roads whose disruption will likely trigger the rapid critical facility accessibility loss. This result will facilitate the decision-making on targeted infrastructure protection. Moreover, we map the number of critical facilities that each network component has access to within reach and reveal the resource redundancy inequity and risk disparity across the network. Integrating with the social vulnerability mapping, our result can help inform the resilience planning toward an equitable community.

Suggested Citation

  • Gangwal, Utkarsh & Dong, Shangjia, 2022. "Critical facility accessibility rapid failure early-warning detection and redundancy mapping in urban flooding," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
  • Handle: RePEc:eee:reensy:v:224:y:2022:i:c:s0951832022002046
    DOI: 10.1016/j.ress.2022.108555
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0951832022002046
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ress.2022.108555?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nofal, Omar M. & van de Lindt, John W. & Do, Trung Q., 2020. "Multi-variate and single-variable flood fragility and loss approaches for buildings," Reliability Engineering and System Safety, Elsevier, vol. 202(C).
    2. Ayberk Kocatepe & Mehmet Baran Ulak & Grzegorz Kakareko & Eren Erman Ozguven & Sungmoon Jung & Reza Arghandeh, 2019. "Measuring the accessibility of critical facilities in the presence of hurricane-related roadway closures and an approach for predicting future roadway disruptions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(3), pages 615-635, February.
    3. Tom M. Logan & Seth D. Guikema, 2020. "Reframing Resilience: Equitable Access to Essential Services," Risk Analysis, John Wiley & Sons, vol. 40(8), pages 1538-1553, August.
    4. Vandenbulcke, Grégory & Steenberghen, Thérèse & Thomas, Isabelle, 2009. "Mapping accessibility in Belgium: a tool for land-use and transport planning?," Journal of Transport Geography, Elsevier, vol. 17(1), pages 39-53.
    5. Farahmand, Hamed & Liu, Xueming & Dong, Shangjia & Mostafavi, Ali & Gao, Jianxi, 2022. "A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    6. Gabriele Tedeschi & Fabio Caccioli & Maria Cristina Recchioni, 2020. "Taming financial systemic risk: models, instruments and early warning indicators," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 15(1), pages 1-7, January.
    7. David Vidal-Tomás & Simone Alfarano, 2020. "An agent-based early warning indicator for financial market instability," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 15(1), pages 49-87, January.
    8. Lin, Chin-Shien & Khan, Haider A. & Chang, Ruei-Yuan & Wang, Ying-Chieh, 2008. "A new approach to modeling early warning systems for currency crises: Can a machine-learning fuzzy expert system predict the currency crises effectively?," Journal of International Money and Finance, Elsevier, vol. 27(7), pages 1098-1121, November.
    9. J. C. J. H. Aerts & W. J. Botzen & K. C. Clarke & S. L. Cutter & J. W. Hall & B. Merz & E. Michel-Kerjan & J. Mysiak & S. Surminski & H. Kunreuther, 2018. "Integrating human behaviour dynamics into flood disaster risk assessment," Nature Climate Change, Nature, vol. 8(3), pages 193-199, March.
    10. Weiping Wang & Saini Yang & H. Eugene Stanley & Jianxi Gao, 2019. "Local floods induce large-scale abrupt failures of road networks," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    11. Alessandro Vespignani, 2010. "The fragility of interdependency," Nature, Nature, vol. 464(7291), pages 984-985, April.
    12. Cutter Susan L. & Burton Christopher G. & Emrich Christopher T., 2010. "Disaster Resilience Indicators for Benchmarking Baseline Conditions," Journal of Homeland Security and Emergency Management, De Gruyter, vol. 7(1), pages 1-24, August.
    13. Nozhati, Saeed & Sarkale, Yugandhar & Ellingwood, Bruce & K.P. Chong, Edwin & Mahmoud, Hussam, 2019. "Near-optimal planning using approximate dynamic programming to enhance post-hazard community resilience management," Reliability Engineering and System Safety, Elsevier, vol. 181(C), pages 116-126.
    14. Guidotti, Roberto & Gardoni, Paolo & Rosenheim, Nathanael, 2019. "Integration of physical infrastructure and social systems in communities’ reliability and resilience analysis," Reliability Engineering and System Safety, Elsevier, vol. 185(C), pages 476-492.
    15. Alireza Mostafizi & Haizhong Wang & Dan Cox & Lori A. Cramer & Shangjia Dong, 2017. "Agent-based tsunami evacuation modeling of unplanned network disruptions for evidence-driven resource allocation and retrofitting strategies," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(3), pages 1347-1372, September.
    16. Li, Daqing & Zhang, Qiong & Zio, Enrico & Havlin, Shlomo & Kang, Rui, 2015. "Network reliability analysis based on percolation theory," Reliability Engineering and System Safety, Elsevier, vol. 142(C), pages 556-562.
    17. Argyroudis, Sotirios A. & Mitoulis, Stergios Α. & Winter, Mike G. & Kaynia, Amir M., 2019. "Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    18. Md. Kamruzzaman & Tan Yigitcanlar & Jay Yang & Mohd Afzan Mohamed, 2016. "Measures of Transport-Related Social Exclusion: A Critical Review of the Literature," Sustainability, MDPI, vol. 8(7), pages 1-30, July.
    19. Saliba, D. & Buchanan, J. & Kington, R.S., 2004. "Function and response of nursing facilities during community disaster," American Journal of Public Health, American Public Health Association, vol. 94(8), pages 1436-1441.
    20. Dapeng Yu & Jie Yin & Robert L. Wilby & Stuart N. Lane & Jeroen C. J. H. Aerts & Ning Lin & Min Liu & Hongyong Yuan & Jianguo Chen & Christel Prudhomme & Mingfu Guan & Avinoam Baruch & Charlie W. D. J, 2020. "Disruption of emergency response to vulnerable populations during floods," Nature Sustainability, Nature, vol. 3(9), pages 728-736, September.
    21. Leslie Gillespie‐Marthaler & Katherine Nelson & Hiba Baroud & Mark Abkowitz, 2019. "Selecting Indicators for Assessing Community Sustainable Resilience," Risk Analysis, John Wiley & Sons, vol. 39(11), pages 2479-2498, November.
    22. Morrison, Rosanna & Mancino, Lisa, 2015. "Most U.S. Households Do Their Main Grocery Shopping at Supermarkets and Supercenters Regardless of Income," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, issue 07, pages 1-1, August.
    23. Kathleen Sherrieb & Fran Norris & Sandro Galea, 2010. "Measuring Capacities for Community Resilience," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 99(2), pages 227-247, November.
    24. Amirhassan Kermanshah & Sybil Derrible, 2017. "Robustness of road systems to extreme flooding: using elements of GIS, travel demand, and network science," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 86(1), pages 151-164, March.
    25. Boakye, Jessica & Guidotti, Roberto & Gardoni, Paolo & Murphy, Colleen, 2022. "The role of transportation infrastructure on the impact of natural hazards on communities," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    26. Vodopivec, Neža & Miller-Hooks, Elise, 2019. "Transit system resilience: Quantifying the impacts of disruptions on diverse populations," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    27. Yu, Yun-Chi & Gardoni, Paolo, 2022. "Predicting road blockage due to building damage following earthquakes," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    28. Miller, Mahalia & Baker, Jack W., 2016. "Coupling mode-destination accessibility with seismic risk assessment to identify at-risk communities," Reliability Engineering and System Safety, Elsevier, vol. 147(C), pages 60-71.
    29. Widener, Michael J. & Farber, Steven & Neutens, Tijs & Horner, Mark, 2015. "Spatiotemporal accessibility to supermarkets using public transit: an interaction potential approach in Cincinnati, Ohio," Journal of Transport Geography, Elsevier, vol. 42(C), pages 72-83.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Qiang & Tang, Aiping & Huang, Delong & Huang, Ziyuan & Zhang, Bin & Xu, Xiuchen, 2022. "Total probabilistic measure for the potential risk of regional roads exposed to landslides," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
    2. Navin Bhatta & Shakhawat H. Tanim & Pamela Murray-Tuite, 2024. "Dynamics of Link Importance through Normal Conditions, Flood Response, and Recovery," Sustainability, MDPI, vol. 16(2), pages 1-35, January.
    3. Dong, Shangjia & Gao, Xinyu & Mostafavi, Ali & Gao, Jianxi & Gangwal, Utkarsh, 2023. "Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability," Reliability Engineering and System Safety, Elsevier, vol. 232(C).
    4. Weijian Jin & Yajing Zhang, 2023. "An IFS-IVIFS-DEMATEL Method to Identify Critical Success Factors of Cross-Department Coordination of Emergency Management," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
    5. Cavalieri, Francesco & Franchin, Paolo & Giovinazzi, Sonia, 2023. "Multi-hazard assessment of increased flooding hazard due to earthquake-induced damage to the natural drainage system," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
    6. Othman, Abdullah & El-Saoud, Waleed A. & Habeebullah, Turki & Shaaban, Fathy & Abotalib, Abotalib Z., 2023. "Risk assessment of flash flood and soil erosion impacts on electrical infrastructures in overcrowded mountainous urban areas under climate change," Reliability Engineering and System Safety, Elsevier, vol. 236(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dong, Shangjia & Gao, Xinyu & Mostafavi, Ali & Gao, Jianxi & Gangwal, Utkarsh, 2023. "Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability," Reliability Engineering and System Safety, Elsevier, vol. 232(C).
    2. Boakye, Jessica & Guidotti, Roberto & Gardoni, Paolo & Murphy, Colleen, 2022. "The role of transportation infrastructure on the impact of natural hazards on communities," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    3. Du, Ao & Wang, Xiaowei & Xie, Yazhou & Dong, You, 2023. "Regional seismic risk and resilience assessment: Methodological development, applicability, and future research needs – An earthquake engineering perspective," Reliability Engineering and System Safety, Elsevier, vol. 233(C).
    4. Taghizadeh, Mehdi & Mahsuli, Mojtaba & Poorzahedy, Hossain, 2023. "Probabilistic framework for evaluating the seismic resilience of transportation systems during emergency medical response," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
    5. Farahmand, Hamed & Liu, Xueming & Dong, Shangjia & Mostafavi, Ali & Gao, Jianxi, 2022. "A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    6. Dylan Sanderson & Sabarethinam Kameshwar & Nathanael Rosenheim & Daniel Cox, 2021. "Deaggregation of multi-hazard damages, losses, risks, and connectivity: an application to the joint seismic-tsunami hazard at Seaside, Oregon," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 109(2), pages 1821-1847, November.
    7. Ayberk Kocatepe & Mehmet Baran Ulak & Grzegorz Kakareko & Eren Erman Ozguven & Sungmoon Jung & Reza Arghandeh, 2019. "Measuring the accessibility of critical facilities in the presence of hurricane-related roadway closures and an approach for predicting future roadway disruptions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(3), pages 615-635, February.
    8. Asif Raza & Ming Zhong & Muhammad Safdar, 2022. "Evaluating Locational Preference of Urban Activities with the Time-Dependent Accessibility Using Integrated Spatial Economic Models," IJERPH, MDPI, vol. 19(14), pages 1-33, July.
    9. Ma, Lijia & Zhang, Xiao & Mao, Fubing & Cai, Shubin & Lin, Qiuzhen & Chen, Jianyong & Wang, Shanfeng, 2020. "Mitigation of malicious attacks on structural balance of signed networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 548(C).
    10. Lila Singh-Peterson & Steven J. R. Underhill, 2017. "A multi-scalar, mixed methods framework for assessing rural communities’ capacity for resilience, adaptation, and transformation," Community Development, Taylor & Francis Journals, vol. 48(1), pages 124-140, January.
    11. Shengnan Wu & Yu Lei & Wen Jin, 2022. "An Interdisciplinary Approach to Quantify the Human Disaster Risk Perception and Its Influence on the Population at Risk: A Case Study of Longchi Town, China," IJERPH, MDPI, vol. 19(24), pages 1-15, December.
    12. Pan, Xing & Dang, Yuheng & Wang, Huixiong & Hong, Dongpao & Li, Yuehong & Deng, Hongxu, 2022. "Resilience model and recovery strategy of transportation network based on travel OD-grid analysis," Reliability Engineering and System Safety, Elsevier, vol. 223(C).
    13. Chen, Tianyi & Wong, Yiik Diew & Shi, Xiupeng & Wang, Xueqin, 2022. "Optimized structure learning of Bayesian Network for investigating causation of vehicles’ on-road crashes," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
    14. Argyroudis, Sotirios A. & Mitoulis, Stergios Aristoteles, 2021. "Vulnerability of bridges to individual and multiple hazards- floods and earthquakes," Reliability Engineering and System Safety, Elsevier, vol. 210(C).
    15. Fahad, Md Golam Rabbani & Nazari, Rouzbeh & Motamedi, M.H. & Karimi, Maryam, 2022. "A Decision-Making Framework Integrating Fluid and Solid Systems to Assess Resilience of Coastal Communities Experiencing Extreme Storm Events," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    16. Tom M. Logan & Seth D. Guikema, 2020. "Reframing Resilience: Equitable Access to Essential Services," Risk Analysis, John Wiley & Sons, vol. 40(8), pages 1538-1553, August.
    17. Nguyen, Hung & Abdel-Mottaleb, Noha & Uddin, Shihab & Zhang, Qiong & Lu, Qing & Zhang, He & Li, Mingyang, 2022. "Joint maintenance planning of deteriorating co-located road and water infrastructures with interdependencies," Reliability Engineering and System Safety, Elsevier, vol. 226(C).
    18. Nocera, Fabrizio & Contento, Alessandro & Gardoni, Paolo, 2024. "Risk analysis of supply chains: The role of supporting structures and infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    19. Liu, Qiang & Tang, Aiping & Huang, Delong & Huang, Ziyuan & Zhang, Bin & Xu, Xiuchen, 2022. "Total probabilistic measure for the potential risk of regional roads exposed to landslides," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
    20. Li, Yulong & Lin, Jie & Zhang, Chi & Zhu, Huaxing & Zeng, Saixing & Sun, Chengshaung, 2022. "Joint optimization of structure and protection of interdependent infrastructure networks," Reliability Engineering and System Safety, Elsevier, vol. 218(PB).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:reensy:v:224:y:2022:i:c:s0951832022002046. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/reliability-engineering-and-system-safety .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.