与秘鲁各气候带登革热发病率增加相关的气候阈值(2001-2022)

IF 3.6
Wil Laura , Patricia Rivera , Cristina Davila , Pierre Velasquez , Susan Mateo , Carmen Yon , Betsabet Valderrama , Tania Ita Vargas
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引用次数: 0

摘要

登革热的发病率和分布在全球范围内有所上升,这在很大程度上受到气候变化的影响。尽管如此,引发登革热发病率升高的具体气候阈值以及天气条件与病例激增之间的时间差仍然不确定。方法按气候区分组,分析2001年和2022年各区平均周气候变量和登革热周发病率。使用了一种相互关联技术来确定气候变量与登革热发病率之间的时间差,同时使用了一种微调回归树模型来确定与登革热激增发病率相关的气候阈值。结果表明,在20周的时间窗内,每个气候带内的特定气候阈值组合与登革热发病率增加有关,其中气温起着频繁的作用。北海岸的平均登革热发病率最高,当达到气候阈值时,发病率飙升七倍(每10万居民56例)。中部海岸和北部高热带雨林地区的发病率增长最为显著,比基线水平上升了53倍(分别为每10万人0.13例和2.4例)。本研究确定了在秘鲁登革热流行率最高的6个气候带登革热发病率上升前20周内达到的不同气候阈值。这些见解使我们能够利用气候数据提前数周预测登革热发病率,为减轻登革热和早期干预提供了宝贵的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climatic thresholds associated with increased dengue incidence across climate zones in Peru (2001-2022)

Introduction

Dengue fever has experienced a global rise in incidence and distribution, largely influenced by climate variability. Nonetheless, the specific climatic thresholds that trigger elevated dengue incidence rates, and the time lag between weather conditions and the case surges remain uncertain.

Methods

Average weekly climate variables along with weekly dengue incidence rates from 2001 and 2022 were analyzed in districts grouped by its climate zone. A cross-correlation technique was used to determine the time lag between climatic variables and dengue incidence, while a fine-tuned regression tree model was utilized to identify climatic thresholds linked to the incidence of dengue surges.

Results

Our findings indicate that specific combinations of climatic thresholds within each climate zone are associated with increased dengue incidence rate over a 20-week window, with air temperature having a frequent role. The North Coast had the highest average dengue incidence, with rates surging sevenfold when climatic thresholds were met (56 cases per 100,000 inhabitants). The Central Coast and North-High Rainforest zones experienced the most significant increases, with incidence rates rising 53-fold from baseline levels (0.13 cases and 2.4 cases per 100,000, respectively).

Conclusions

This study identified distinct climatic thresholds that were met within a 20-week window preceding elevated dengue incidence rates in the six climate zones with the highest dengue prevalence in Peru. These insights enable dengue incidence rates forecasting weeks in advance using climatic data, offering a valuable tool for dengue mitigation and early intervention.
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来源期刊
The journal of climate change and health
The journal of climate change and health Global and Planetary Change, Public Health and Health Policy
CiteScore
4.80
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审稿时长
68 days
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