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<p>Typhoons are one of the most dangerous meteorological disaster in coastal areas. A vulnerability curve assesses the expected loss by establishing the relationship of typhoon intensity with loss. However, the role of mitigation capacity in reducing vulnerability has not yet been taken into account in vulnerability curve construction, readily introducing uncertainties. This study improved the traditional method used to construct a vulnerability curve, using mitigation capacity to increase the accuracy of vulnerability curve. The results showed that there was a significant correlation between the mitigation capacity and the residual of a traditional vulnerability curve. Moreover, the improved vulnerability curve constructed has higher R<sup>2</sup> and lower AIC value. Taking the economy as an example, compared to the traditional vulnerability curve, the R<sup>2</sup> of the improved vulnerability curve has increased by 0.01 to 0.05. For a given level of typhoon intensity, the loss rate in counties with a high mitigation capacity was lower than that of counties with a low mitigation capacity. In particular, at high typhoon intensities, the loss rate in counties with a high mitigation capacity was significantly lower. The results provide a scientific reference for authorities in formulating effective mitigation strategies and reducing vulnerability to typhoons.</p>

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Constructing vulnerability curves considering mitigation capacity to enhance the predictive ability of disaster losses

  • 期刊论文

  • 发表日期：

    2025年3月12日

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  • Fangtian Liu,
  • Erqi Xu,
  • Hongqi Zhang

摘要

Typhoons are one of the most dangerous meteorological disaster in coastal areas. A vulnerability curve assesses the expected loss by establishing the relationship of typhoon intensity with loss. However, the role of mitigation capacity in reducing vulnerability has not yet been taken into account in vulnerability curve construction, readily introducing uncertainties. This study improved the traditional method used to construct a vulnerability curve, using mitigation capacity to increase the accuracy of vulnerability curve. The results showed that there was a significant correlation between the mitigation capacity and the residual of a traditional vulnerability curve. Moreover, the improved vulnerability curve constructed has higher R2 and lower AIC value. Taking the economy as an example, compared to the traditional vulnerability curve, the R2 of the improved vulnerability curve has increased by 0.01 to 0.05. For a given level of typhoon intensity, the loss rate in counties with a high mitigation capacity was lower than that of counties with a low mitigation capacity. In particular, at high typhoon intensities, the loss rate in counties with a high mitigation capacity was significantly lower. The results provide a scientific reference for authorities in formulating effective mitigation strategies and reducing vulnerability to typhoons.