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Towards modelling of evacuation behavior and planning for emergency logistics due to the Philippine Taal Volcanic eruption in 2020

Author

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  • Hector R. Lim

    (University of the Philippines Los Baños)

  • Ma. Bernadeth B. Lim

    (University of the Philippines Los Baños)

  • Ann Wendy M. Rojas

    (University of the Philippines Los Baños)

Abstract

Emergency evacuation is the immediate escape of people away from a place of an imminent threat to a place of safety. The ability of the households to evacuate is a crucial component in reducing disaster risks. Logistical issues such as a lack of resources during and after the evacuation, as well as road congestion, might arise, especially in short and no-notice calamities such as a volcanic eruption. This study examines the relationship of variables of evacuation logistics of Barangay Banga, Talisay, Batangas, in the context of the 2020 Taal Volcanic eruption. A survey was conducted based on the evacuation experience of the households at the onset of the eruption. First, a descriptive statistical analysis was performed for all the variables on household evacuation logistics to understand the evacuation behavior of households. These variables include the type of evacuation, departure timing, evacuation mode, and destination type choice. Additionally, a pairwise correlaton analysis was employed to identify the influential factors related to household evacuation logistics such as socio-demographic and household characteristics, their experience with Taal Volcano’s recurring activities and relationship with other evacuation-related decisions. The results of this study aim to provide insights into a better understanding of the evacuation behavior of households in the context of a volcanic eruption and be useful in the evacuation logistics planning of the country.

Suggested Citation

  • Hector R. Lim & Ma. Bernadeth B. Lim & Ann Wendy M. Rojas, 2022. "Towards modelling of evacuation behavior and planning for emergency logistics due to the Philippine Taal Volcanic eruption in 2020," 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. 114(1), pages 553-581, October.
    • Handle: RePEc:spr:nathaz:v:114:y:2022:i:1:d:10.1007_s11069-022-05401-z
    DOI: 10.1007/s11069-022-05401-z
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    References listed on IDEAS

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    1. Yiping Jiang & Yufei Yuan, 2019. "Emergency Logistics in a Large-Scale Disaster Context: Achievements and Challenges," IJERPH, MDPI, vol. 16(5), pages 1-23, March.
    2. Caunhye, Aakil M. & Nie, Xiaofeng & Pokharel, Shaligram, 2012. "Optimization models in emergency logistics: A literature review," Socio-Economic Planning Sciences, Elsevier, vol. 46(1), pages 4-13.
    3. Michael Lindell & Jung Kang & Carla Prater, 2011. "The logistics of household hurricane evacuation," 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. 58(3), pages 1093-1109, September.
    4. Sadri, Arif Mohaimin & Ukkusuri, Satish V. & Gladwin, Hugh, 2017. "Modeling joint evacuation decisions in social networks: The case of Hurricane Sandy," Journal of choice modelling, Elsevier, vol. 25(C), pages 50-60.
    5. Hemant Gehlot & Arif M. Sadri & Satish V. Ukkusuri, 2019. "Joint modeling of evacuation departure and travel times in hurricanes," Transportation, Springer, vol. 46(6), pages 2419-2440, December.
    6. Wong, Stephen & Shaheen, Susan PhD & Walker, Joan PhD, 2018. "Understanding Evacuee Behavior: A Case Study of Hurricane Irma," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9370z127, Institute of Transportation Studies, UC Berkeley.
    7. Zhihao Duan & Jinliang Xu & Han Ru & Yaping Dong & Xingliang Liu, 2019. "Analysis of Emergency Evacuation Modal Choice Behavior with Spatial Indicators: Case Study in Xi’an, China," Sustainability, MDPI, vol. 11(24), pages 1-10, December.
    8. Sherwin Roy Calumba & Monorom Rith & Alexis M. Fillone, 2021. "Earthquake Evacuation Choice and Management in a Developing Archipelagic Country—A Case Study of Surigao City, Philippines," Sustainability, MDPI, vol. 13(11), pages 1-24, May.
    9. Adam Pel & Michiel Bliemer & Serge Hoogendoorn, 2012. "A review on travel behaviour modelling in dynamic traffic simulation models for evacuations," Transportation, Springer, vol. 39(1), pages 97-123, January.
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    1. Maria Rossana D. de Veluz & Anak Agung Ngurah Perwira Redi & Renato R. Maaliw & Satria Fadil Persada & Yogi Tri Prasetyo & Michael Nayat Young, 2023. "Scenario-Based Multi-Objective Location-Routing Model for Pre-Disaster Planning: A Philippine Case Study," Sustainability, MDPI, vol. 15(6), pages 1-33, March.

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