Climate variable extraction and transformation for XGBoost climate–dengue nexus modeling
Abstract
Climate data extraction pipeline for dengue modeling in Jamaica. This repository contains biweekly aggregated climate variables (2000-2025) including temperature, precipitation, humidity, wind, NDVI, and NDWI from ERA5-Land, MODIS, and Landsat 8 sources. Includes complete Python code for Google Earth Engine extraction, and preprocessing scripts. Additionally, .png images of climate variable visualisation generated using the Python script featured in 1_code_to_collect_climate_data.txt.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 6 January 2026