Uncovering Non-Linear Thresholds in the Climate–Dengue Nexus Using XGBoost and SHAP Analysis
Abstract
We uncover threshold-dependent relationships in the climate–dengue nexus, where specific temperature, humidity, and NDVI ranges are associated with increased transmission risk. Additionally, the xgboost_dengue_code.txt file outlines how to train and test and XGBoost model for dengue forecasting along with visual and graph outputs.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 7 January 2026
- Document type
- Dataset