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Spatial patterns of dengue cases in Brazil.
Fernando Jose Antonio1, Andreia Silva Itami2,3, Sergio de Picoli2,3
1Departamento Acadêmico de Ciências da Natureza, Universidade Tecnológica Federal do Paraná - Cornélio Procópio, Brazil.
Plos One
|July 18, 2017
Summary
This study statistically analyzed dengue epidemics in Brazil over 12 years. Dengue spread followed power laws and scaled with population, with distinct patterns observed based on latitude.
Area of Science:
- Epidemiology
- Statistical modeling
- Vector-borne diseases
Background:
- Dengue is a major global public health concern and the most common viral disease transmitted by vectors.
- Understanding dengue's spatial and temporal dynamics is crucial for effective control strategies.
Purpose of the Study:
- To statistically investigate the spatial spreading and temporal evolution of dengue epidemics across all Brazilian municipalities over a 12-year period.
- To identify key factors influencing dengue case distribution and spatial correlations.
Main Methods:
- Statistical analysis of dengue case data from Brazilian municipalities over 12 years.
- Power-law analysis to describe case distributions and spatial correlations.
- Investigation of latitudinal and longitudinal dependencies of dengue incidence.
- Modeling spatial correlation using an Edwards-Wilkinson equation with fractional spatial derivative.
Main Results:
- Dengue case distributions in municipalities followed time-persistent power laws.
- Infection incidence scaled linearly with municipal population.
- Average dengue cases showed latitudinal variation, increasing towards the Equator.
- Spatial correlation of cases decayed with distance, following a power-law with an exponential cut-off, defining a typical dengue travel distance.
Conclusions:
- Dengue epidemic patterns in Brazil exhibit predictable statistical properties related to population and geography.
- Latitudinal position significantly influences dengue case distribution, suggesting regional vulnerability.
- The findings provide a framework for modeling dengue's spatial spread and informing public health interventions.
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