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解析厄尔尼诺现象的空间效应及秘鲁霍乱发病率的脆弱性:小波分析和地理信息系统分析

Deconstructing the spatial effects of El Niño and vulnerability on cholera rates in Peru: Wavelet and GIS analyses.

作者信息

Ramírez Ivan J, Lee Jieun

机构信息

Department of Health and Behavioral Sciences, University of Colorado, Denver, CO, USA.

Department of Geography, GIS and Sustainability, University of Northern Colorado, Greeley, CO, USA.

出版信息

Spat Spatiotemporal Epidemiol. 2022 Feb;40:100474. doi: 10.1016/j.sste.2021.100474. Epub 2021 Dec 18.

Abstract

This study examined the spatial effects of El Niño and vulnerability on cholera in Peru across the epidemic period of 1991 to 1998. Using Wavelet and GIS analyses, relationships between sea surface temperatures and department-level cholera rates were estimated. In addition, we constructed composite indices to assess spatial vulnerability during the 1997-98 extreme El Niño. The findings demonstrated strong temporal connections in 1997-98, most evident in northern Peru, and less clear connections from 1991-93. Spatially, we found patterns of difference, greater cholera risk in northern coastal Peru in 1997-98, compared to greater risk in central and southern coastal Peru in 1991-92. Overall, the spatial vulnerability analysis suggested preexisting social conditions and disaster impacts increased cholera exposure and infection in 1998. Our study supports the notion that the spatial nature of El Niño's impacts on cholera rates exacerbated cholera vulnerability following the emergence, rather than triggered the epidemic's onset in 1991.

摘要

本研究考察了1991年至1998年疫情期间厄尔尼诺现象的空间效应及其对秘鲁霍乱的脆弱性影响。利用小波分析和地理信息系统分析,估算了海表温度与省级霍乱发病率之间的关系。此外,我们构建了综合指数以评估1997 - 1998年极端厄尔尼诺现象期间的空间脆弱性。研究结果表明,1997 - 1998年存在强烈的时间联系,在秘鲁北部最为明显,而1991 - 1993年的联系则不太清晰。在空间上,我们发现了差异模式,1997 - 1998年秘鲁北部沿海地区霍乱风险更大,而1991 - 1992年中部和南部沿海地区风险更大。总体而言,空间脆弱性分析表明,既有的社会状况和灾害影响增加了1998年霍乱的暴露和感染风险。我们的研究支持这样一种观点,即厄尔尼诺现象对霍乱发病率影响的空间特性在疫情出现后加剧了霍乱的脆弱性,而非引发了1991年疫情的爆发。

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