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High-resolution climate-dengue modeling and mid-century projections under SSP5-8.5 in Costa Rica
Hugo G Hidalgo1, Eric J Alfaro2, Fabio Sanchez3
1School of Physics, Center for Geophysical Research and Center for Research in Pure and Applied Science, University of Costa Rica, San Pedro, San José, 11501-2060, Costa Rica.
Climate change will increase dengue cases in Costa Rica, with temperature and precipitation as key predictors. Projections show up to 42 additional cases per district by mid-century, informing adaptive health policies.
Area of Science:
- Environmental science
- Epidemiology
- Climate modeling
Background:
- Climate change is expanding dengue transmission globally.
- High-resolution, district-level climate-dengue assessments are needed in Costa Rica due to complex topography.
- Global climate models often miss local conditions crucial for dengue outbreak prediction.
Purpose of the Study:
- To model the climate-dengue relationship at Costa Rica's district level using high-resolution data.
- To identify the most significant climate predictors for dengue incidence.
- To project mid-century dengue cases under a pessimistic climate scenario (SSP5-8.5).
Main Methods:
- Used precipitation (CHIRPs) and temperature (CHIRTs) data with dengue diagnoses from public health centers.
- Employed a linear model and an objective algorithm with cross-validation to select climate predictors.
- Combined quasi-optimal models with downscaled General Circulation Model (GCM) projections for district-level future incidence.
Main Results:
- Temperature and precipitation significantly correlate with dengue counts.
- Temperature is the primary predictor during the dry season (December-June), precipitation during the rainy season (July-October).
- Mid-century projections indicate potential increases of up to 42 dengue cases per district, varying by month and location.
Conclusions:
- Projected dengue increases are driven by climate change under the SSP5-8.5 scenario, representing a potential upper bound of risk.
- Findings provide actionable guidance on high-risk areas and timeframes for dengue incidence.
- Results should inform adaptive health policies to mitigate climate change impacts on dengue transmission.
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