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建模气候变异性对台湾腹泻相关疾病的影响(1996-2007 年)。

Modeling the impact of climate variability on diarrhea-associated diseases in Taiwan (1996-2007).

机构信息

Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan.

出版信息

Sci Total Environ. 2010 Dec 1;409(1):43-51. doi: 10.1016/j.scitotenv.2010.09.001. Epub 2010 Oct 13.

Abstract

Diarrhea is an important public health problem in Taiwan. Climatic changes and an increase in extreme weather events (extreme heat, drought or rainfalls) have been strongly linked to the incidence of diarrhea-associated disease. This study investigated and quantified the relationship between climate variations and diarrhea-associated morbidity in subtropical Taiwan. Specifically, this study analyzed the local climatic variables and the number of diarrhea-associated infection cases from 1996 to 2007. This study applied a climate variation-guided Poisson regression model to predict the dynamics of diarrhea-associated morbidity. The proposed model allows for climate factors (relative humidity, maximum temperature and the numbers of extreme rainfall), autoregression, long-term trends and seasonality, and a lag-time effect. Results indicated that the maximum temperature and extreme rainfall days were strongly related to diarrhea-associated morbidity. The impact of maximum temperature on diarrhea-associated morbidity appeared primarily among children (0-14years) and older adults (40-64years), and had less of an effect on adults (15-39years). Otherwise, relative humidity and extreme rainfall days significantly contributed to the diarrhea-associated morbidity in adult. This suggested that children and older adults were the most susceptible to diarrhea-associated morbidity caused by climatic variation. Because climatic variation contributed to diarrhea morbidity in Taiwan, it is necessary to develop an early warning system based on the climatic variation information for disease control management.

摘要

腹泻是台湾地区一个重要的公共卫生问题。气候变化和极端天气事件(如极端高温、干旱或降雨)的增加与腹泻相关疾病的发病率密切相关。本研究调查并量化了台湾亚热带地区气候变化与腹泻相关发病率之间的关系。具体来说,本研究分析了 1996 年至 2007 年期间的局部气候变量和腹泻相关感染病例数。本研究应用气候变化引导的泊松回归模型来预测腹泻相关发病率的动态。所提出的模型考虑了气候因素(相对湿度、最高温度和极端降雨日数)、自回归、长期趋势和季节性以及滞后时间效应。结果表明,最高温度和极端降雨日数与腹泻相关发病率密切相关。最高温度对腹泻相关发病率的影响主要出现在儿童(0-14 岁)和老年人(40-64 岁)中,对成年人(15-39 岁)的影响较小。相反,相对湿度和极端降雨日数对成年人的腹泻相关发病率有显著影响。这表明儿童和老年人最容易受到气候变化引起的腹泻相关发病率的影响。由于气候变异性对台湾腹泻发病率有贡献,因此有必要根据气候变异性信息制定疾病控制管理的早期预警系统。

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