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利用经验模态分解方法研究中国南方地区心血管疾病温度效应的时空特征。

Spatial and temporal characteristics of temperature effects on cardiovascular disease in Southern China using the Empirical Mode Decomposition method.

机构信息

Key Laboratory for Silviculture and Conservation of Ministry of Education, Beijing Forestry University, Beijing, 100083, China.

The Key Laboratory of Land Surface Pattern and Simulation, Chinese Academy of Science, Beijing, 100101, China.

出版信息

Sci Rep. 2018 Oct 3;8(1):14775. doi: 10.1038/s41598-018-33184-6.

Abstract

Until now, few studies have analyzed the effects of temperature on cardiovascular disease (CVD) death at different time points. In this study, we chose 9 different cities in the subtropical and tropical areas of China and analyzed the correlation between temperature at different time points and CVD mortality. We completed this study in two steps. First, we analyzed different time trend decomposition data related to CVD mortality in different populations within the 9 selected cities using empirical mode decomposition (EMD). Second, we created a regression fitting analysis of CVD mortality and temperatures at different time periods. The results showed that the CVD mortality of subtropical and tropical areas in southern Chinese cities represented spatial heterogeneity. The CVD mortality rates in Beihai, Hefei and Nanning showed rising trends, whereas the CVD mortality rates in Haikou, Guilin and Changde appeared to be decreasing. At the daily, seasonal and year time scales, low temperatures were negatively correlated with CVD mortality. Other than at the daily time scale, high temperatures did not significantly influence CVD mortality. This article will help to develop appropriate measures to reduce temperature-related mortality risk in different populations within the subtropical and tropical regions of China.

摘要

截至目前,鲜有研究分析不同时间点温度对心血管疾病(CVD)死亡的影响。本研究选择中国亚热带和热带地区的 9 个城市,分析不同时间点温度与 CVD 死亡率之间的相关性。我们分两步完成了这项研究。首先,我们使用经验模态分解(EMD)分析了 9 个选定城市中不同人群与 CVD 死亡率相关的不同时间趋势分解数据。其次,我们对 CVD 死亡率和不同时间段的温度进行了回归拟合分析。结果表明,中国南方亚热带和热带地区城市的 CVD 死亡率表现出空间异质性。北海、合肥和南宁的 CVD 死亡率呈上升趋势,而海口、桂林和常德的 CVD 死亡率呈下降趋势。在日、季和年时间尺度上,低温与 CVD 死亡率呈负相关。除了在日时间尺度上,高温对 CVD 死亡率没有显著影响。本文将有助于制定适当的措施,降低中国亚热带和热带地区不同人群与温度相关的死亡风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44fc/6170419/aab24cffaeac/41598_2018_33184_Fig1_HTML.jpg

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