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Shannon entropy-based quantitative method for measuring Risk-integrated Resilience (RiR) index on flood disaster in West Rapti basin of Nepal Himalaya

Author

Listed:
  • Amrit Prasad Sharma

    (Tsinghua University
    Tribhuvan University)

  • Xudong Fu

    (Tsinghua University)

  • Giri R. Kattel

    (Tsinghua University
    University of Melbourne
    Nanjing University of Information Science and Technology)

Abstract

Extreme weather patterns and unsustainable development dynamics have substantially increased disaster risks compelling widespread demand for community resilience worldwide. This study aims to develop and measure Risk-integrated Resilience (RiR) index of flood-affected downstream communities in West Rapti Basin (WRB) of the Nepal Himalaya. The evidence-based RiR framework being developed here links risk factor with capital-based resilience characteristics. Three levels of risk zones were categorized based on the flood inundation level considering the latest highest river discharge (7643 m3/s) that the community experienced in 2014. The low-risk zone (≤ 1 foot), moderate-risk zone (> 1 foot to 0.80; α = 0.85). Shannon entropy-based quantitative method was adopted to assign weight for each indicator. The resilience index was estimated in each capital domain, and finally the composite resilience index was determined in all three risk zones: low-risk zone = 0.358; moderate-risk zone = 0.365; and high-risk zone = 0.295. The result suggests that disaster risk reduction interventions in WRB should focus on improving the lower level of resilience, while low-risk zone should not be neglected. The study highlights that resilience assessment linking risk factors in basin scale is significant approach to reduce the negative impact of flood disasters. The new perspective, evidence-based RiR framework, value adds to effectively and efficiently address the disaster challenges in river basin scale.

Suggested Citation

  • Amrit Prasad Sharma & Xudong Fu & Giri R. Kattel, 2024. "Shannon entropy-based quantitative method for measuring Risk-integrated Resilience (RiR) index on flood disaster in West Rapti basin of Nepal Himalaya," 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. 120(1), pages 477-510, January.
    • Handle: RePEc:spr:nathaz:v:120:y:2024:i:1:d:10.1007_s11069-023-06163-y
    DOI: 10.1007/s11069-023-06163-y
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    1. Yongdeng Lei & Jing’ai Wang & Yaojie Yue & Hongjian Zhou & Weixia Yin, 2014. "Rethinking the relationships of vulnerability, resilience, and adaptation from a disaster risk perspective," 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. 70(1), pages 609-627, January.
    2. Tingting Ji & Hsi-Hsien Wei & Igal M. Shohet & Feng Xiong, 2021. "Risk-based resilience concentration assessment of community to seismic hazards," 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. 108(2), pages 1731-1751, September.
    3. Arif Almutairi & Monjur Mourshed & Raed Fawzi Mohammed Ameen, 2020. "Coastal community resilience frameworks for disaster risk management," 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. 101(2), pages 595-630, March.
    4. Lianxiao & Takehiro Morimoto, 2019. "Spatial Analysis of Social Vulnerability to Floods Based on the MOVE Framework and Information Entropy Method: Case Study of Katsushika Ward, Tokyo," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    5. Sagar Ratna Bajracharya & Narendra Raj Khanal & Pashupati Nepal & Sundar Kumar Rai & Pawan Kumar Ghimire & Neera Shrestha Pradhan, 2021. "Community Assessment of Flood Risks and Early Warning System in Ratu Watershed, Koshi Basin, Nepal," Sustainability, MDPI, vol. 13(6), pages 1-18, March.
    6. Hoang Long Nguyen & Rajendra Akerkar, 2020. "Modelling, Measuring, and Visualising Community Resilience: A Systematic Review," Sustainability, MDPI, vol. 12(19), pages 1-26, September.
    7. Quandt, Amy, 2018. "Measuring livelihood resilience: The Household Livelihood Resilience Approach (HLRA)," World Development, Elsevier, vol. 107(C), pages 253-263.
    8. Angelo Jonas Imperiale & Frank Vanclay, 2021. "Conceptualizing community resilience and the social dimensions of risk to overcome barriers to disaster risk reduction and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 891-905, September.
    9. Sanam K. Aksha & Christopher T. Emrich, 2020. "Benchmarking Community Disaster Resilience in Nepal," IJERPH, MDPI, vol. 17(6), pages 1-22, March.
    10. 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.
    11. Jing Tan & Li Peng & Shili Guo, 2020. "Measuring Household Resilience in Hazard-Prone Mountain Areas: A Capacity-Based Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(3), pages 1153-1176, December.
    12. Amrit Prasad Sharma & Xudong Fu & Giri R. Kattel, 2023. "Is there a progressive flood risk management in Nepal? A synthesis based on the perspective of a half-century (1971–2020) flood outlook," 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. 118(2), pages 903-923, September.
    13. J. Park & T. P. Seager & P. S. C. Rao & M. Convertino & I. Linkov, 2013. "Integrating Risk and Resilience Approaches to Catastrophe Management in Engineering Systems," Risk Analysis, John Wiley & Sons, vol. 33(3), pages 356-367, March.
    14. Manyena, Bernard & Machingura, Fortunate & O'Keefe, Phil, 2019. "Disaster Resilience Integrated Framework for Transformation (DRIFT): A new approach to theorising and operationalising resilience," World Development, Elsevier, vol. 123(C), pages 1-1.
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