Literature DB >> 34014989

Analysis of climate factors and dengue incidence in the metropolitan region of Rio de Janeiro, Brazil.

Leandro Layter Xavier1, Nildimar Alves Honório2, José Francisco Moreira Pessanha3, Paulo César Peiter1.   

Abstract

Dengue is a re-emerging disease, currently considered the most important mosquito-borne arbovirus infection affecting humankind, taking into account both its morbidity and mortality. Brazil is considered an endemic country for dengue, such that more than 1,544,987 confirmed cases were notified in 2019, which means an incidence rate of 735 for every 100 thousand inhabitants. Climate is an important factor in the temporal and spatial distribution of vector-borne diseases, such as dengue. Thus, rainfall and temperature are considered macro-factors determinants for dengue, since they directly influence the population density of Aedes aegypti, which is subject to seasonal fluctuations, mainly due to these variables. This study examined the incidence of dengue fever related to the climate influence by using temperature and rainfall variables data obtained from remote sensing via artificial satellites in the metropolitan region of Rio de Janeiro, Brazil. The mathematical model that best fits the data is based on an auto-regressive moving average with exogenous inputs (ARMAX). It reproduced the values of incidence rates in the study period and managed to predict with good precision in a one-year horizon. The approach described in present work may be replicated in cities around the world by the public health managers, to build auxiliary operational tools for control and prevention tasks of dengue, as well of other arbovirus diseases.

Entities:  

Year:  2021        PMID: 34014989     DOI: 10.1371/journal.pone.0251403

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  5 in total

1.  Dengue in the cooling off period of the COVID-19 epidemic in Brazil: from the shadows to the spotlight.

Authors:  Caio Santos de Souza; Camila Malta Romano
Journal:  Rev Inst Med Trop Sao Paulo       Date:  2022-06-17       Impact factor: 2.169

2.  A Retrospective Study of Climate Change Affecting Dengue: Evidences, Challenges and Future Directions.

Authors:  Surbhi Bhatia; Dhruvisha Bansal; Seema Patil; Sharnil Pandya; Qazi Mudassar Ilyas; Sajida Imran
Journal:  Front Public Health       Date:  2022-05-27

3.  Assessing the Effect of Climate Variables on the Incidence of Dengue Cases in the Metropolitan Region of Panama City.

Authors:  Vicente Navarro Valencia; Yamilka Díaz; Juan Miguel Pascale; Maciej F Boni; Javier E Sanchez-Galan
Journal:  Int J Environ Res Public Health       Date:  2021-11-18       Impact factor: 3.390

4.  Improving Dengue Forecasts by Using Geospatial Big Data Analysis in Google Earth Engine and the Historical Dengue Information-Aided Long Short Term Memory Modeling.

Authors:  Zhichao Li; Helen Gurgel; Lei Xu; Linsheng Yang; Jinwei Dong
Journal:  Biology (Basel)       Date:  2022-01-21

5.  Quantifying the future risk of dengue under climate change in Japan.

Authors:  Katsuma Hayashi; Marie Fujimoto; Hiroshi Nishiura
Journal:  Front Public Health       Date:  2022-08-05
  5 in total

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