Assessing the impact of climatic factors on dengue fever transmission in Bangladesh

IF 2.2 3区 环境科学与生态学 Q2 BIOLOGY Aerobiologia Pub Date : 2024-03-18 DOI:10.1007/s10453-024-09814-0
Md. Mamun Miah, Mohammad Belal Hossain, Sumiya Nur Jannat, Md. Rezaul Karim, Md. Rashedur Rahman, Yasin Arafat, Farjana Haque Pingki
{"title":"Assessing the impact of climatic factors on dengue fever transmission in Bangladesh","authors":"Md. Mamun Miah,&nbsp;Mohammad Belal Hossain,&nbsp;Sumiya Nur Jannat,&nbsp;Md. Rezaul Karim,&nbsp;Md. Rashedur Rahman,&nbsp;Yasin Arafat,&nbsp;Farjana Haque Pingki","doi":"10.1007/s10453-024-09814-0","DOIUrl":null,"url":null,"abstract":"<div><p>Dengue fever is a virus-borne disease spread by mosquitos, and its global prevalence has risen significantly in recent years. The aim of this study was to analyze the impact and association of climatic factors on the spread of dengue incidence in Bangladesh. From January 2011 to December 2021, the study used secondary data on monthly dengue cases and the monthly average of climatic factors. In addition to the descriptive statistics, bivariate analyses of Kendall’s tau-b and Spearman’s rho have been performed for measuring the association of climatic factors on dengue infection. The generalized linear negative binomial regression model with and without lag was applied to evaluate the impacts of climatic factors on dengue transmission. Results of goodness of fit statistics <span>\\((AIC, BIC, and deviance)\\)</span> showed that NBR model with one month lag best fitted to our data. The model findings revealed that temperature <span>\\((IRR:1.223, 95\\% CI:1.089-1.374)\\)</span>, humidity <span>\\((IRR:1.131, 95\\% CI:1.103-1.159)\\)</span>, precipitation <span>\\((IRR:1.158, 95\\% CI:1.072-1.253)\\)</span>, and air pressure <span>\\((IRR:5.279, 95\\% CI:1.411-19.046)\\)</span> were significantly positively influenced the spread of dengue incidence in Bangladesh. Additionally, dengue fever cases are anticipated to rise by 1.223, 1.131, 1.158, and 5.279 times, respectively, for the everyone-unit increase in the monthly average mean temperature, humidity, precipitation, and air pressure range. The findings on the epidemiological trends of the dengue epidemic and weather changes may interest policymakers and health officials.</p></div>","PeriodicalId":7718,"journal":{"name":"Aerobiologia","volume":"40 2","pages":"233 - 245"},"PeriodicalIF":2.2000,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aerobiologia","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s10453-024-09814-0","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Dengue fever is a virus-borne disease spread by mosquitos, and its global prevalence has risen significantly in recent years. The aim of this study was to analyze the impact and association of climatic factors on the spread of dengue incidence in Bangladesh. From January 2011 to December 2021, the study used secondary data on monthly dengue cases and the monthly average of climatic factors. In addition to the descriptive statistics, bivariate analyses of Kendall’s tau-b and Spearman’s rho have been performed for measuring the association of climatic factors on dengue infection. The generalized linear negative binomial regression model with and without lag was applied to evaluate the impacts of climatic factors on dengue transmission. Results of goodness of fit statistics \((AIC, BIC, and deviance)\) showed that NBR model with one month lag best fitted to our data. The model findings revealed that temperature \((IRR:1.223, 95\% CI:1.089-1.374)\), humidity \((IRR:1.131, 95\% CI:1.103-1.159)\), precipitation \((IRR:1.158, 95\% CI:1.072-1.253)\), and air pressure \((IRR:5.279, 95\% CI:1.411-19.046)\) were significantly positively influenced the spread of dengue incidence in Bangladesh. Additionally, dengue fever cases are anticipated to rise by 1.223, 1.131, 1.158, and 5.279 times, respectively, for the everyone-unit increase in the monthly average mean temperature, humidity, precipitation, and air pressure range. The findings on the epidemiological trends of the dengue epidemic and weather changes may interest policymakers and health officials.

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
评估气候因素对孟加拉国登革热传播的影响
登革热是一种通过蚊子传播的病毒性疾病,近年来全球发病率显著上升。本研究旨在分析气候因素对孟加拉国登革热发病率传播的影响和关联。研究使用了 2011 年 1 月至 2021 年 12 月期间每月登革热病例和气候因素月平均值的二手数据。除描述性统计外,还进行了 Kendall's tau-b 和 Spearman's rho 的双变量分析,以衡量气候因素与登革热感染的关联。应用有滞后和无滞后的广义线性负二项回归模型来评估气候因素对登革热传播的影响。拟合优度统计((AIC、BIC 和偏差))结果表明,滞后一个月的负二项回归模型最适合我们的数据。072-1.253)和气压((IRR:5.279, 95\% CI:1.411-19.046))对孟加拉国登革热发病率的传播有显著的正向影响。此外,月平均温度、湿度、降水量和气压范围每增加一个单位,登革热病例预计将分别增加 1.223、1.131、1.158 和 5.279 倍。登革热流行趋势与天气变化的研究结果可能会引起决策者和卫生官员的兴趣。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Aerobiologia
Aerobiologia 环境科学-环境科学
CiteScore
4.50
自引率
15.00%
发文量
37
审稿时长
18-36 weeks
期刊介绍: Associated with the International Association for Aerobiology, Aerobiologia is an international medium for original research and review articles in the interdisciplinary fields of aerobiology and interaction of human, plant and animal systems on the biosphere. Coverage includes bioaerosols, transport mechanisms, biometeorology, climatology, air-sea interaction, land-surface/atmosphere interaction, biological pollution, biological input to global change, microbiology, aeromycology, aeropalynology, arthropod dispersal and environmental policy. Emphasis is placed on respiratory allergology, plant pathology, pest management, biological weathering and biodeterioration, indoor air quality, air-conditioning technology, industrial aerobiology and more. Aerobiologia serves aerobiologists, and other professionals in medicine, public health, industrial and environmental hygiene, biological sciences, agriculture, atmospheric physics, botany, environmental science and cultural heritage.
期刊最新文献
A review on indoor air quality monitoring system: a mechatronics approach Use of weather types to analyze the simultaneous abundance of ozone, PM2.5 and allergenic tree pollen: focusing on the potential impact on asthma hospitalization in Montreal, Canada Unveiling the hidden hazards of smog: health implications and antibiotic resistance in perspective Correction to: Spore dispersal patterns of the ascomycete fungus Ramularia collo-cygni and their influence on disease epidemics Elemental composition of household dusts extracted in simulated body fluids and their impact on culturable pathogenic bacteria responses
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1