气候变化下82个“一带一路”国家伤寒与洪水的关系(2000-2021):一个混合效应模型及其对水和卫生基础设施的影响。

IF 8 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Joseph Kimuli Balikuddembe, Xiaolong Luo, Baofeng Di, Wen He, Bingwei Tian, Jan D Reinhardt, Josephine Namitala, Andreas Nienkötter, Tingting Yan, Jierui Li, Don Eliseo Lucero Prisno
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引用次数: 0

摘要

利用四种分层混合效应模型(MEMs),对82个“一带一路”国家(brc)的国家级数据进行了分析,量化了气候变率下洪水与伤寒之间的纵向关联,并对水、环境卫生、个人卫生(WASH)和人口动态进行了调整(2000-2021年)。伤寒发病率(每10万人)是结果变量,洪水(发生、持续时间和受影响人群)、气候(包括降水、温度和湿度)和协变量(饮用水、卫生服务、露天排便和人口)是预测变量。数据来源包括全球疾病负担(伤寒)、EM-DAT和洪水数据库(洪水)、哥白尼ERA5和全球数据实验室(气候)以及世界银行和联合国儿童基金会(讲卫生和人口)。模型2(洪水+气候变量)是捕获BRCs中洪水-伤寒关联的最佳方法,揭示了气候介导的途径。持续的洪水(bbb30天)增加了脆弱的BRCs的伤寒风险(如孟加拉国:β = 0.0021, *p
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association of typhoid fever with floods under climate variability in 82 Belt and Road Initiative countries (2000-2021): A mixed-effects model and implications for water and sanitation infrastructure.

Using four hierarchical mixed-effects models (MEMs), country-level data were analyzed to quantify longitudinal associations between floods and typhoid in 82 Belt and Road Initiative (BRI) countries (BRCs) under climate variability, adjusting for water, sanitation, hygiene (WASH), and population dynamics (2000-2021). Typhoid incidence (per 100,000) was the outcome variable, with flooding (occurrence, duration, and affected population), climate (including precipitation, temperature, and humidity), and covariates (drinking water, sanitation services, open defecation, and population) as predictors. Data sources included the Global Burden of Disease (typhoid), EM-DAT and FloodBase (floods), Copernicus ERA5 and Global Data Lab (climate), and World Bank and UNICEF (WASH and population). Model 2 (flood + climate variables) emerged as optimal for capturing flood-typhoid associations in BRCs, revealing climate-mediated pathways. Prolonged floods (>30 days) increased typhoid risk in vulnerable BRCs (like Bangladesh: β = 0.0021, *p < 0.001) by contaminating water and disrupting sanitation. Arid regions like the Middle East and North Africa showed null or inverse relationships due to short flood duration and pathogen die-off in dry conditions. Temperature consistently suppressed risk (like Kenya: β = -0.91, *p < 0.001), while precipitation had dual roles: dilution, which reduced risk in humid zones (like Vietnam: β = -0.0010, *p < 0.001) but increased concentrated contaminants in arid countries (like Chad: β = 0.0037, *p < 0.001). WASH covariates were often eclipsed by climate-flood interactions in Model 2. Riverine and flash floods posed higher risks than coastal floods. High-income BRCs exhibited negligible associations, attributable to robust infrastructure. Typhoid risk in most BRCs is predominantly mediated by climate-flood interactions, with Model 2 robustly capturing this pathway. Targeted BRI interventions, including climate- and flood-resilient WASH infrastructure and scaling China's "Toilet Revolution"-are critical for typhoid control in high-burden BRCs.

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来源期刊
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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