Spatial heterogeneity in the potential distribution of Aedes mosquitoes in India under current and future climatic scenarios

IF 2.1 3区 医学 Q2 PARASITOLOGY Acta tropica Pub Date : 2024-09-13 DOI:10.1016/j.actatropica.2024.107403
Prasad Varamballi , Naren Babu N , Piya Paul Mudgal, Ujwal Shetty, Anup Jayaram, Kavitha Karunakaran, Sathishkumar Arumugam, Chiranjay Mukhopadhyay
{"title":"Spatial heterogeneity in the potential distribution of Aedes mosquitoes in India under current and future climatic scenarios","authors":"Prasad Varamballi ,&nbsp;Naren Babu N ,&nbsp;Piya Paul Mudgal,&nbsp;Ujwal Shetty,&nbsp;Anup Jayaram,&nbsp;Kavitha Karunakaran,&nbsp;Sathishkumar Arumugam,&nbsp;Chiranjay Mukhopadhyay","doi":"10.1016/j.actatropica.2024.107403","DOIUrl":null,"url":null,"abstract":"<div><p><em>Aedes</em> is the most globally distributed mosquito genus in the 21st century and transmits various arboviral diseases. The rapid expansion of <em>Ae. Aegypti</em> and <em>Ae. albopictus</em> breeding habitats is a significant threat to global public health, driven by temperature and precipitation changes. In this study, bioclimatic variables were employed to predict the spatial distribution of <em>Ae. aegypti</em> and <em>Ae. albopictus</em> in India. The reference coordinate points of (<em>n</em> = 583) <em>Aedes</em> occurrences at a scale of ∼1 km and nineteen bioclimatic factors were retrieved to train SDM (Species Distribution Models) for both species. Maximum entropy modelling was used to predict the species’ fundamental climatic niche distributions. Future projections were made using global climate models for 2021–2040 and 2081–2100 separately. The models performed reasonably well (AUC &gt; 0.77). Both species thrived in reduced diurnal temperature and higher annual mean temperatures, with suitability increasing alongside precipitation. <em>Ae. aegypti</em>’s projected present and future distribution was broader than that of <em>Ae. Albopictus</em>. The expansion of <em>Aedes</em> suitability varied under different future climatic scenarios. Suitability for <em>Ae. aegypti</em> could expand from between 17.6 and 41.1 % in 2100 under SSP (shared socioeconomic pathways) scenarios 1 and 3, respectively, whereas for <em>Ae. albopictus</em> suitability increased from between 10.2 and 25 % under SSP scenarios 1 and 3 respectively. Preparing for future epidemics and outbreaks requires robust vector distribution models to identify high-risk areas, allocate resources for surveillance and control, and implement prevention strategies.</p></div>","PeriodicalId":7240,"journal":{"name":"Acta tropica","volume":"260 ","pages":"Article 107403"},"PeriodicalIF":2.1000,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0001706X24002845/pdfft?md5=e025a6dad7ba5098523310c601f1c106&pid=1-s2.0-S0001706X24002845-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta tropica","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0001706X24002845","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PARASITOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Aedes is the most globally distributed mosquito genus in the 21st century and transmits various arboviral diseases. The rapid expansion of Ae. Aegypti and Ae. albopictus breeding habitats is a significant threat to global public health, driven by temperature and precipitation changes. In this study, bioclimatic variables were employed to predict the spatial distribution of Ae. aegypti and Ae. albopictus in India. The reference coordinate points of (n = 583) Aedes occurrences at a scale of ∼1 km and nineteen bioclimatic factors were retrieved to train SDM (Species Distribution Models) for both species. Maximum entropy modelling was used to predict the species’ fundamental climatic niche distributions. Future projections were made using global climate models for 2021–2040 and 2081–2100 separately. The models performed reasonably well (AUC > 0.77). Both species thrived in reduced diurnal temperature and higher annual mean temperatures, with suitability increasing alongside precipitation. Ae. aegypti’s projected present and future distribution was broader than that of Ae. Albopictus. The expansion of Aedes suitability varied under different future climatic scenarios. Suitability for Ae. aegypti could expand from between 17.6 and 41.1 % in 2100 under SSP (shared socioeconomic pathways) scenarios 1 and 3, respectively, whereas for Ae. albopictus suitability increased from between 10.2 and 25 % under SSP scenarios 1 and 3 respectively. Preparing for future epidemics and outbreaks requires robust vector distribution models to identify high-risk areas, allocate resources for surveillance and control, and implement prevention strategies.

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
当前和未来气候情景下印度伊蚊潜在分布的空间异质性
伊蚊是 21 世纪全球分布最广的蚊属,传播各种虫媒病毒疾病。埃及伊蚊和白纹伊蚊繁殖栖息地的迅速扩张是对全球公共卫生的重大威胁,其驱动力是温度和降水量的变化。本研究采用生物气候变量来预测埃及蚁和白纹伊蚊在印度的空间分布。研究人员检索了埃及伊蚊出现地(n = 583)的参考坐标点(比例为 1 千米)和 19 个生物气候因子,以训练这两个物种的 SDM(物种分布模型)。最大熵模型用于预测物种的基本气候生态位分布。利用全球气候模型分别对 2021-2040 年和 2081-2100 年进行了未来预测。模型的表现相当不错(AUC > 0.77)。这两个物种都在昼夜温差降低和年平均气温升高的条件下生长,其适宜性随着降水量的增加而增加。埃及伊蚊现在和未来的预测分布范围比阿尔博比特伊蚊更广。在不同的未来气候情景下,埃及伊蚊适宜性的扩大程度各不相同。在 SSP(共同的社会经济路径)情景 1 和 3 下,埃及伊蚊的适宜性到 2100 年将分别扩大 17.6% 至 41.1%,而在 SSP 情景 1 和 3 下,白纹伊蚊的适宜性将分别增加 10.2% 至 25%。为应对未来的流行病和疫情爆发,需要建立强大的病媒分布模型,以确定高风险地区,为监测和控制分配资源,并实施预防战略。
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
Acta tropica
Acta tropica 医学-寄生虫学
CiteScore
5.40
自引率
11.10%
发文量
383
审稿时长
37 days
期刊介绍: Acta Tropica, is an international journal on infectious diseases that covers public health sciences and biomedical research with particular emphasis on topics relevant to human and animal health in the tropics and the subtropics.
期刊最新文献
A methodological proposal to estimate the total abundance of immature mosquitoes in discarded tyres: Aedes aegypti and Culex pipiens as study cases. Habu vipers (Protobothrops flavoviridis) are an overlooked but important reservoir of the zoonotic tick Amblyomma testudinarium (Acari: Ixodidae) in subtropical Asia. Harnessing computational and experimental approaches to identify potent hits against Leishmania donovani sterol C-24 methyltransferase from ChemBridge library. Evidence of endogenous Non-retroviral RNA Virus Sequences into the genome and transcriptome of the malaria vector Anopheles darlingi. Insights into Leptospira spp. infection in pet cats in Croatia: Clinical, serological and molecular findings with emphasis on the potential important role of serogroup Pomona
×
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