Climate Variability, Dengue Vector Abundance and Dengue Fever Cases in Dhaka, Bangladesh: A Time-Series Study

被引:11
|
作者
Islam, Sabrina [1 ]
Haque, C. Emdad [2 ]
Hossain, Shakhawat [3 ]
Hanesiak, John [4 ]
机构
[1] North South Univ, Sch Hlth & Life Sci, Dhaka 1229, Bangladesh
[2] Univ Manitoba, Nat Resources Inst, Winnipeg, MB R3T 2N2, Canada
[3] Univ Winnipeg, Dept Math & Stat, Winnipeg, MB R3B 2E9, Canada
[4] Univ Manitoba, Dept Environm & Geog, Winnipeg, MB R3T 2N2, Canada
关键词
climate variability; seasonality; dengue fever; vector; rainfall; Bangladesh; HEMORRHAGIC-FEVER; DISEASE; TEMPERATURE; CHALLENGES; IMPUTATION; OUTBREAK; IMPACTS; HEALTH; MODEL;
D O I
10.3390/atmos12070905
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Numerous studies on climate change and variability have revealed that these phenomena have noticeable influence on the epidemiology of dengue fever, and such relationships are complex due to the role of the vector-the Aedes mosquitoes. By undertaking a step-by-step approach, the present study examined the effects of climatic factors on vector abundance and subsequent effects on dengue cases of Dhaka city, Bangladesh. Here, we first analyzed the time-series of Stegomyia indices for Aedes mosquitoes in relation to temperature, rainfall and relative humidity for 2002-2013, and then in relation to reported dengue cases in Dhaka. These data were analyzed at three sequential stages using the generalized linear model (GLM) and generalized additive model (GAM). Results revealed strong evidence that an increase in Aedes abundance is associated with the rise in temperature, relative humidity, and rainfall during the monsoon months, that turns into subsequent increases in dengue incidence. Further we found that (i) the mean rainfall and the lag mean rainfall were significantly related to Container Index, and (ii) the Breteau Index was significantly related to the mean relative humidity and mean rainfall. The relationships of dengue cases with Stegomyia indices and with the mean relative humidity, and the lag mean rainfall were highly significant. In examining longitudinal (2001-2013) data, we found significant evidence of time lag between mean rainfall and dengue cases.
引用
收藏
页数:21
相关论文
共 50 条
  • [21] Knowledge, Attitude and Practices Towards Dengue Fever Among Slum Dwellers: A Case Study in Dhaka City, Bangladesh
    Rahman, Md. Mostafizur
    Tanni, Kamrun Nahar
    Roy, Tuly
    Islam, Md. Rakibul
    Rumi, Md. Alim Al Raji
    Sakib, Mohammed Sadman
    Quader, Masrur Abdul
    Bhuiyan, Nafee-Ul-Islam
    Shobuj, Ifta Alam
    Rahman, Afra Sayara
    Haque, Md. Iftekharul
    Faruk, Fariha
    Tahsan, Fahim
    Rahman, Farzana
    Alam, Edris
    Islam, Abu Reza Md. Towfiqul
    INTERNATIONAL JOURNAL OF PUBLIC HEALTH, 2023, 68 : 1605364
  • [22] Forecasting the incidence of dengue in Bangladesh-Application of time series model
    Naher, Shabnam
    Rabbi, Fazle
    Hossain, Md Moyazzem
    Banik, Rajon
    Pervez, Sabbir
    Boitchi, Anika Bushra
    HEALTH SCIENCE REPORTS, 2022, 5 (04)
  • [23] Impact of climate change on dengue fever epidemics in South and Southeast Asian settings: A modelling study
    Wang, Yawen
    Zhao, Shi
    Wei, Yuchen
    Li, Kehang
    Jiang, Xiaoting
    Li, Conglu
    Ren, Chao
    Yin, Shi
    Ho, Janice
    Ran, Jinjun
    Han, Lefei
    Zee, Benny Chung-ying
    Chong, Ka Chun
    INFECTIOUS DISEASE MODELLING, 2023, 8 (03) : 645 - 655
  • [24] The impact of climate variability on dengue fever risk in central java']java, Indonesia
    Wibawa, Bima Sakti Satria
    Wang, Yu-Chun
    Andhikaputra, Gerry
    Lin, Yu-Kai
    Hsieh, Lin -Han Chiang
    Tsai, Kun-Hsien
    CLIMATE SERVICES, 2024, 33
  • [25] A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting
    Anggraeni, Wiwik
    Yuniarno, Eko Mulyanto
    Rachmadi, Reza Fuad
    Sumpeno, Surya
    Pujiadi, Pujiadi
    Sugiyanto, Sugiyanto
    Santoso, Joan
    Purnomo, Mauridhi Hery
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [26] Estimates of meteorological variability in association with dengue cases in a coastal city in northern Vietnam: an ecological study
    Le Thi Thanh Xuan
    Pham Van Hau
    Do Thi Thu
    Do Thi Thanh Toan
    GLOBAL HEALTH ACTION, 2014, 7 : 52 - 58
  • [27] Genetic Analysis of Dengue Virus in Severe and Non-Severe Cases in Dhaka, Bangladesh, in 2018-2022
    Rahim, Rummana
    Hasan, Abu
    Phadungsombat, Juthamas
    Hasan, Nazmul
    Ara, Nikhat
    Biswas, Suma Mita
    Nakayama, Emi E.
    Rahman, Mizanur
    Shioda, Tatsuo
    VIRUSES-BASEL, 2023, 15 (05):
  • [28] A Windowed Correlation-Based Feature Selection Method to Improve Time Series Prediction of Dengue Fever Cases
    Ferdousi, Tanvir
    Cohnstaedt, Lee W.
    Scoglio, Caterina M.
    IEEE ACCESS, 2021, 9 : 141210 - 141222
  • [29] Time series analysis of dengue fever and weather in Guangzhou, China
    Lu, Liang
    Lin, Hualiang
    Tian, Linwei
    Yang, Weizhong
    Sun, Jimin
    Liu, Qiyong
    BMC PUBLIC HEALTH, 2009, 9
  • [30] A Bayesian approach for estimating under-reported dengue incidence with a focus on non-linear associations between climate and dengue in Dhaka, Bangladesh
    Sharmin, Sifat
    Glass, Kathryn
    Viennet, Elvina
    Harley, David
    STATISTICAL METHODS IN MEDICAL RESEARCH, 2018, 27 (04) : 991 - 1000