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Effects of heat waves on daily excess mortality in 14 Korean cities during the past 20 years (1991-2010): an application of the spatial synoptic classification approach

机译:过去20年来14个韩国城市日常死亡率的影响(1991 - 2010年):空间概透分类方法的应用

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The aims of this study are to explore the "offensive" summer weather types classified under the spatial synoptic classification (SSC) system and to evaluate their impacts on excess mortality in 14 Korean cities. All-cause deaths per day for the entire population were examined over the summer months (May-September) of 1991-2010. Daily deaths were standardized to account for long-term trends of subcycles (annual, seasonal, and weekly) at the mid-latitudes. In addition, a mortality prediction model was constructed through multiple stepwise regression to develop a heat-health warning system based on synoptic climatology. The result showed that dry tropical (DT) days during early summer caused excess mortality due to non-acclimatization by inhabitants, and moist tropical (MT) plus and double plus resulted in greater spikes of excess mortality due to extremely hot and humid conditions. Among the 14 Korean cities, highly excess mortality for the elderly was observed in Incheon (23.2%, 95%CI 5.6), Seoul (15.8%, 95%CI 2.6), and Jeonju (15.8%, 95%CI 4.6). No time lag effect was observed, and excess mortality gradually increased with time and hot weather simultaneously. The model showed weak performance as its predictions were underestimated for the validation period (2011-2015). Nevertheless, the results clearly revealed the efficiency of relative and multiple-variable approaches better than absolute and single-variable approaches. The results indicate the potential of the SSC as a suitable system for investigating heat vulnerability in South Korea, where hot summers could be a significant risk factor.
机译:本研究的目的是探讨在空间舞蹈分类(SSC)系统下分类的“令人反感”的夏季天气类型,并评估其对14个韩国城市的过度死亡率的影响。在1991 - 2010年的夏季(五月至9月)审查了整个人口每天的全因死亡。每日死亡被标准化,以考虑中期潜伏期的长期趋势(年度,季节性和每周)。此外,通过多个逐步回归构建死亡预测模型,以开发基于概要气候学的热健康警告系统。结果表明,由于居民的非适应性,初夏的干燥热带(DT)天引起了过多的死亡,并且潮湿的热带(MT)加上和双加获得导致由于极热和潮湿的病症导致的过量死亡率更大。在14个韩国城市中,在仁川(23.2%,95%CI 5.6),首尔(15.8%,95%CI 2.6)和Jeonju(15.8%,95%CI 4.6)中观察到高度过多的死亡率。没有观察到滞后效应,同时随着时间和炎热的天气逐渐增加。该模型表现出较弱的性能,因为其预测被低估了验证期(2011-2015)。然而,结果清楚地揭示了相对和多变量的效率优于绝对和单可变方法。结果表明,SSC的潜力作为用于研究韩国的热脆弱性的合适系统,热夏天可能是一个显着的风险因素。

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