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Climate patterns and mosquito-borne disease outbreaks in South and Southeast Asia

机译:南亚和东南亚的气候模式和蚊媒疾病暴发

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Background Vector-borne infectious diseases, particularly mosquito-borne, pose a substantial threat to populations throughout South and Southeast Asia. Outbreaks have affected this region several times during the early years of the 21st century, notably through outbreaks of Chikungunya and Dengue. These diseases are believed to be highly prevalent at endemic levels in the region as well. With a changing global climate, the impacts of changes in ambient temperatures and precipitation levels on mosquito populations are important for understanding the effects on risk of mosquito-borne disease outbreaks. This study aims to make use of a large data set to determine how risk of mosquito-borne infectious disease outbreaks relates to the highest monthly average temperature and precipitation for each year in South and Southeast Asia. Methods Generalized additive models were used in a marked point process to fit nonlinear trends relating temperature and precipitation to outbreak risk, fitting splines for temperature and precipitation. Confounding factors for nation affluence, climate type, and ability to report outbreaks were also included. Results Parabolic trends for both temperature and precipitation were observed relating to outbreak risk. The trend for temperature, which was significant, showed that outbreak risk peaks near 33.5 °C as the highest monthly average temperature. Though not significant, a trend for precipitation was observed showing risk peaking when the highest monthly average precipitation is 650 mm. Conclusions Peak levels of temperature and precipitation were identified for outbreak risk. These findings support the notion of a poleward shift in the distribution of mosquitoes within this region rather than a poleward expansion in geographic range.
机译:背景技术媒介传播的传染病,尤其是蚊媒传播的传染病,对整个南亚和东南亚的人口构成了重大威胁。在21世纪初期,疫情曾多次影响该地区,特别是基孔肯雅热和登革热疫情。据信这些疾病在该地区的流行水平上也很普遍。随着全球气候的变化,环境温度和降水水平的变化对蚊子种群的影响对于了解对蚊媒疾病暴发风险的影响非常重要。这项研究旨在利用大量数据来确定在南亚和东南亚,蚊媒传染病暴发的风险与每年最高的月平均温度和降水之间的关系。方法在标记点过程中使用通用的加性模型,以拟合将温度和降水与爆发风险相关的非线性趋势,拟合温度和降水的样条曲线。还包括国家富裕程度,气候类型和报告疫情报告能力的混杂因素。结果观察到温度和降水的抛物线趋势与爆发风险有关。温度的趋势非常明显,表明爆发风险在最高月平均温度33.5°C附近达到峰值。尽管不显着,但观察到降水趋势显示当最高月平均降水量为650 mm时风险达到峰值。结论确定了温度和降水的峰值水平以防爆发。这些发现支持了该区域内蚊子分布的极移现象,而不是地理范围的极向扩张。

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