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2015 年夏季捷克布拉格与热相关的死亡率预测——几种热指数的比较

The predictability of heat-related mortality in Prague, Czech Republic, during summer 2015-a comparison of selected thermal indices.

机构信息

Institute of Atmospheric Physics, Czech Academy of Sciences, Boční II 1401, 141 31, Prague 4, Czech Republic.

School of Geographical Sciences and Urban Planning, Arizona State University, P.O. Box 875302, Tempe, AZ, 85287-5302, USA.

出版信息

Int J Biometeorol. 2019 Apr;63(4):535-548. doi: 10.1007/s00484-019-01684-3. Epub 2019 Feb 9.

Abstract

We compared selected thermal indices in their ability to predict heat-related mortality in Prague, Czech Republic, during the extraordinary summer 2015. Relatively, novel thermal indices-Universal Thermal Climate Index and Excess Heat Factor (EHF)-were compared with more traditional ones (apparent temperature, simplified wet-bulb globe temperature (WBGT), and physiologically equivalent temperature). The relationships between thermal indices and all-cause relative mortality deviations from the baseline (excess mortality) were estimated by generalized additive models for the extended summer season (May-September) during 1994-2014. The resulting models were applied to predict excess mortality in 2015 based on observed meteorology, and the mortality estimates by different indices were compared. Although all predictors showed a clear association between thermal conditions and excess mortality, we found important variability in their performance. The EHF formula performed best in estimating the intensity of heat waves and magnitude of heat-impacts on excess mortality on the most extreme days. Afternoon WBGT, on the other hand, was most precise in the selection of heat-alert days during the extended summer season, mainly due to a relatively small number of "false alerts" compared to other predictors. Since the main purpose of heat warning systems is identification of days with an increased risk of heat-related death rather than prediction of exact magnitude of the excess mortality, WBGT seemed to be a slightly favorable predictor for such a system.

摘要

我们比较了一些热指数在预测 2015 年捷克共和国布拉格异常夏季与热相关的死亡率方面的能力。相对而言,新颖的热指数——通用热气候指数和过热因子(EHF)——与更传统的热指数(体感温度、简化湿球 globe 温度(WBGT)和生理等效温度)进行了比较。通过广义加性模型,估计了热指数与全因相对死亡率偏差(超额死亡率)之间的关系,该模型适用于基于 1994 年至 2014 年扩展夏季(5 月至 9 月)期间的观察气象来预测 2015 年的超额死亡率,并比较了不同指数的死亡率估计值。虽然所有预测因子都显示出热条件与超额死亡率之间的明显关联,但我们发现它们的性能存在重要差异。EHF 公式在估计热浪强度和热对超额死亡率的影响程度方面表现最佳,尤其是在最极端的日子。另一方面,WBGT 在整个扩展夏季选择热警报日方面最为精确,主要是因为与其他预测因子相比,“虚假警报”的数量相对较少。由于热预警系统的主要目的是识别与热相关死亡风险增加的日子,而不是预测超额死亡率的确切幅度,因此 WBGT 似乎是此类系统的一个略有优势的预测因子。

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