{"title":"Unravelling the interplay of space, time, and weather in dengue outbreaks: An insight from Bihar, India.","authors":"Anand Shankar","doi":"10.4103/jvbd.jvbd_114_25","DOIUrl":null,"url":null,"abstract":"<p><strong>Background objectives: </strong>Dengue has emerged as a major global public health threat, with a sharp rise in cases across endemic regions in recent decades. Bihar, a high-risk state in eastern India, has experienced its most severe dengue outbreaks recently, reporting 8,136 cases in 2019, 11,285 in 2022, and 19,093 in 2023. This study investigates the relationship between climate variability and dengue incidence across Bihar's 38 districts, including the capital city, Patna, over the period 2019-2023.</p><p><strong>Methods: </strong>The analysis focuses on key meteorological factors-minimum, maximum, and mean temperatures, along with precipitation-and their time-lagged associations with weekly dengue case counts. Spatial patterns of dengue transmission are also assessed to identify regional hotspots.</p><p><strong>Results: </strong>Results indicate that central Bihar exhibits the highest incidence of dengue during the study period. Among the examined variables, minimum temperature and rainfall show the strongest and most consistent correlations with dengue incidence, particularly with lags of 4 to 6 weeks.</p><p><strong>Interpretation conclusion: </strong>These findings provide a foundation for developing climate-informed early warning systems and targeted vector control strategies, thereby enhancing preparedness and response to future dengue outbreaks in Bihar and similar regions.</p>","PeriodicalId":17660,"journal":{"name":"Journal of Vector Borne Diseases","volume":" ","pages":""},"PeriodicalIF":1.2000,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Vector Borne Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4103/jvbd.jvbd_114_25","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
Abstract
Background objectives: Dengue has emerged as a major global public health threat, with a sharp rise in cases across endemic regions in recent decades. Bihar, a high-risk state in eastern India, has experienced its most severe dengue outbreaks recently, reporting 8,136 cases in 2019, 11,285 in 2022, and 19,093 in 2023. This study investigates the relationship between climate variability and dengue incidence across Bihar's 38 districts, including the capital city, Patna, over the period 2019-2023.
Methods: The analysis focuses on key meteorological factors-minimum, maximum, and mean temperatures, along with precipitation-and their time-lagged associations with weekly dengue case counts. Spatial patterns of dengue transmission are also assessed to identify regional hotspots.
Results: Results indicate that central Bihar exhibits the highest incidence of dengue during the study period. Among the examined variables, minimum temperature and rainfall show the strongest and most consistent correlations with dengue incidence, particularly with lags of 4 to 6 weeks.
Interpretation conclusion: These findings provide a foundation for developing climate-informed early warning systems and targeted vector control strategies, thereby enhancing preparedness and response to future dengue outbreaks in Bihar and similar regions.
期刊介绍:
National Institute of Malaria Research on behalf of Indian Council of Medical Research (ICMR) publishes the Journal of Vector Borne Diseases. This Journal was earlier published as the Indian Journal of Malariology, a peer reviewed and open access biomedical journal in the field of vector borne diseases. The Journal publishes review articles, original research articles, short research communications, case reports of prime importance, letters to the editor in the field of vector borne diseases and their control.