Knowledge Base

Spatial analysis of climate vulnerability across coastal communities in West Africa, integrating sea-level rise projections, storm frequency data, and socioeconomic indicators.

Spatial analysis of climate vulnerability across coastal communities in West Africa, integrating sea-level rise projections, storm frequency data, and socioeconomic indicators.

Year-by-year mapping of conflict incidents across the Sahel region from 2010 to 2025, drawing on ACLED and UNODC datasets with trend analysis.

Year-by-year mapping of conflict incidents across the Sahel region from 2010 to 2025, drawing on ACLED and UNODC datasets with trend analysis.

An interactive choropleth map visualizing the spatial distribution of poverty at the district level across West Africa, based on harmonized household survey data. Includes filters by year and poverty line threshold.

A Sankey diagram and time-series visualization of intra-regional trade flows among ECOWAS member states from 2010 to 2023. Data sourced from national customs authorities and UN Comtrade.

An interactive atlas mapping climate hazard exposure (drought, flood, heat stress) overlaid with population density and infrastructure data across the Sahel. Supports disaster risk planning and humanitarian response.