Korea Environment Institute, 370 Sicheong-daero, Sejong 30147, Korea.
Int J Environ Res Public Health. 2021 Mar 1;18(5):2380. doi: 10.3390/ijerph18052380.
Many countries are operating a heatwave warning system (HWWS) to mitigate the impact of heatwaves on human health. The level of heatwave warning is normally determined by using the threshold temperature of heat-related morbidity or mortality. However, morbidity and mortality threshold temperatures have not been used together to account for the severity of health impacts. In this study, we developed a heatwave warning system with two different warning levels: Level-1 and Level-2, by analyzing the severity and likelihood of heat-related morbidity and mortality using the generalized additive model. The study particularly focuses on the cases in Seoul, South Korea, between 2011 and 2018. The study found that the threshold temperature for heat-related morbidity and mortality are 30 °C and 33 °C, respectively. Approximately 73.1% of heat-related patients visited hospitals when temperature was between 30 °C and 33 °C. We validated the developed HWWS by using both the threshold temperatures of morbidity and mortality. The area under curves (AUCs) of the proposed model were 0.74 and 0.86 at Level-1 and Level-2, respectively. On the other hand, the AUCs of the model using only the mortality threshold were 0.60 and 0.86 at Level-1 and Level-2, respectively. The AUCs of the model using only the morbidity threshold were 0.73 and 0.78 at Level-1 and Level-2, respectively. The results suggest that the updated HWWS can help to reduce the impact of heatwaves, particularly on vulnerable groups, by providing the customized information. This also indicates that the HWWS could effectively mitigate the risk of morbidity and mortality.
许多国家都在运行高温热浪预警系统(HWWS),以减轻高温热浪对人类健康的影响。高温热浪预警级别通常是通过使用与热相关的发病率或死亡率的阈值温度来确定的。然而,发病率和死亡率的阈值温度并没有被一起用来考虑健康影响的严重程度。在这项研究中,我们通过使用广义加性模型分析与热相关的发病率和死亡率的严重程度和可能性,开发了一个具有两个不同预警级别的高温热浪预警系统:级别-1 和级别-2。该研究特别关注 2011 年至 2018 年期间韩国首尔的病例。研究发现,与热相关的发病率和死亡率的阈值温度分别为 30°C 和 33°C。当温度在 30°C 到 33°C 之间时,大约有 73.1%的与热相关的患者去医院就诊。我们使用发病率和死亡率的阈值来验证所开发的 HWWS。该模型在级别-1 和级别-2 的曲线下面积(AUCs)分别为 0.74 和 0.86。另一方面,仅使用死亡率阈值的模型的 AUCs 在级别-1 和级别-2 分别为 0.60 和 0.86。仅使用发病率阈值的模型的 AUCs 在级别-1 和级别-2 分别为 0.73 和 0.78。结果表明,更新后的 HWWS 可以通过提供定制化的信息,帮助减轻热浪的影响,特别是对弱势群体的影响。这也表明,HWWS 可以有效地降低发病率和死亡率的风险。