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Improved elasticity estimation model for typhoon storm surge losses in China

Author

Listed:
  • Xiaotong Sui

    (Ocean University of China)

  • Mingzhao Hu

    (University of California)

  • Haoyun Wang

    (Ocean University of China)

  • Lingdi Zhao

    (Ocean University of China
    Ministry of Education)

Abstract

The enormous losses caused by typhoon storm surges in coastal areas highlight the importance of assessing direct economic losses induced by typhoon storm surges. It is assumed that the trend of losses is mainly caused by the change in storm intensity resulting from climate change and the exposure and vulnerability of socioeconomic levels. This study constructed a hazard dataset of typhoon storm surges covering zero-loss events in mainland China from 1989 to 2019. Following the annual data trend analysis, the improved elasticity estimation model was used innovatively to assess and attribute the occurrence and the amount of typhoon storm surge-induced direct economic losses. The results show that the risks of typhoon storm surge are more sensitive to changes in climate-induced hazard intensity factors than socioeconomic factors. A 1% increase in minimum pressure decreases the hazard occurrence probability ratio by nearly 130% and disaster losses by approximately 47%, while a 1% increase in gross domestic product per capita increases the ratio by 1.4% and decreases losses by approximately 0.98%. A 1% increase in population density would increase the ratio by 0.97% and disaster losses by 0.63%. However, the rapid socioeconomic development of the typhoon storm surge-affected area is the main factor for the loss trend during the study interval. Wealth increments and population concentrations in coastal areas have contributed to the increasing possibility of loss occurrence. The growth in wealth has also contributed to the improvement of disaster risk management and the reduction of the loss amount. This study clarifies the quantitative relationship between typhoon storm surge risk (the occurrence and the amount of losses) and physical and socioeconomic drivers, and highlights how socioeconomic dimensions contribute to storm surge losses. The model can be used for risk predictions given the considerations for climate change and future socioeconomic development in coastal regions of China and can be further applied to risk management and disaster prevention and mitigation of storm surges.

Suggested Citation

  • Xiaotong Sui & Mingzhao Hu & Haoyun Wang & Lingdi Zhao, 2023. "Improved elasticity estimation model for typhoon storm surge losses in China," 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. 116(2), pages 2363-2381, March.
    • Handle: RePEc:spr:nathaz:v:116:y:2023:i:2:d:10.1007_s11069-022-05768-z
    DOI: 10.1007/s11069-022-05768-z
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    1. Kerry Emanuel, 2005. "Increasing destructiveness of tropical cyclones over the past 30 years," Nature, Nature, vol. 436(7051), pages 686-688, August.
    2. Susmita Dasgupta & Benoit Laplante & Siobhan Murray & David Wheeler, 2009. "Climate Change and the Future Impacts of Storm-Surge Disasters in Developing Countries," Working Papers 182, Center for Global Development.
    3. Eric Neumayer & Fabian Barthel, 2010. "Normalizing economic loss from natural disasters: a global analysis," GRI Working Papers 31, Grantham Research Institute on Climate Change and the Environment.
    4. Wen-Kuei Huang & Jieh-Jiuh Wang, 2015. "Typhoon damage assessment model and analysis in Taiwan," 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. 79(1), pages 497-510, October.
    5. Hai Sun & Jin Wang & Wentao Ye, 2021. "A Data Augmentation-Based Evaluation System for Regional Direct Economic Losses of Storm Surge Disasters," IJERPH, MDPI, vol. 18(6), pages 1-23, March.
    6. P. Peduzzi & B. Chatenoux & H. Dao & A. De Bono & C. Herold & J. Kossin & F. Mouton & O. Nordbeck, 2012. "Global trends in tropical cyclone risk," Nature Climate Change, Nature, vol. 2(4), pages 289-294, April.
    7. William D. Nordhaus, 2006. "The Economics of Hurricanes in the United States," NBER Working Papers 12813, National Bureau of Economic Research, Inc.
    8. Reinhard Mechler & Laurens Bouwer, 2015. "Understanding trends and projections of disaster losses and climate change: is vulnerability the missing link?," Climatic Change, Springer, vol. 133(1), pages 23-35, November.
    9. Stéphane Hallegatte & Nicola Ranger & Olivier Mestre & Patrice Dumas & Jan Corfee-Morlot & Celine Herweijer & Robert Wood, 2011. "Assessing climate change impacts, sea level rise and storm surge risk in port cities: a case study on Copenhagen," Climatic Change, Springer, vol. 104(1), pages 113-137, January.
    10. Shuo Yang & Xin Liu & Qiang Liu, 2016. "A storm surge projection and disaster risk assessment model for China coastal areas," 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. 84(1), pages 649-667, October.
    11. James B. Elsner & James P. Kossin & Thomas H. Jagger, 2008. "The increasing intensity of the strongest tropical cyclones," Nature, Nature, vol. 455(7209), pages 92-95, September.
    12. Xianwu Shi & Shan Liu & Saini Yang & Qinzheng Liu & Jun Tan & Zhixing Guo, 2015. "Spatial–temporal distribution of storm surge damage in the coastal areas of China," 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. 79(1), pages 237-247, October.
    13. Ning Lin & Reza Marsooli & Brian A. Colle, 2019. "Storm surge return levels induced by mid-to-late-twenty-first-century extratropical cyclones in the Northeastern United States," Climatic Change, Springer, vol. 154(1), pages 143-158, May.
    14. Shi Xianwu & Han Ziqiang & Fang Jiayi & Tan Jun & Guo Zhixing & Sun Zhilin, 2020. "Assessment and zonation of storm surge hazards in the coastal areas of China," 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. 100(1), pages 39-48, January.
    15. Xue Jin & Xiaoxia Shi & Jintian Gao & Tongbin Xu & Kedong Yin, 2018. "Evaluation of Loss Due to Storm Surge Disasters in China Based on Econometric Model Groups," IJERPH, MDPI, vol. 15(4), pages 1-19, March.
    16. Ilan Noy, 2016. "The socio-economics of cyclones," Nature Climate Change, Nature, vol. 6(4), pages 343-345, April.
    17. Il-Ju Moon & Sung-Hun Kim & Johnny C. L. Chan, 2019. "Climate change and tropical cyclone trend," Nature, Nature, vol. 570(7759), pages 3-5, June.
    18. Ning Lin & Kerry Emanuel & Michael Oppenheimer & Erik Vanmarcke, 2012. "Physically based assessment of hurricane surge threat under climate change," Nature Climate Change, Nature, vol. 2(6), pages 462-467, June.
    19. Dinan, Terry, 2017. "Projected Increases in Hurricane Damage in the United States: The Role of Climate Change and Coastal Development," Ecological Economics, Elsevier, vol. 138(C), pages 186-198.
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