Mali Risk Assessment Indicators: Admin Level 2 Flood and Demographic Data

HeiGIT generated this collection of risk assessment indicators for Mali at the admin level 2 (district) scale, with the latest update recorded in March 2026. The data integrates demographic, environmental, and infrastructure metrics from WorldPop, OpenStreetMap, and Google Earth Engine to facilitate flood hazard and resilience analysis.

Use Cases

• Flood resilience mapping using MLI_ADM2_flood_exposure and MLI_ADM2_coping indicators
• Healthcare gap analysis using access_pop_primary_healthcare_30min and pop_u15 demographics
• Educational resource allocation based on education_count and children_u5 population

Strengths

• Admin level 2 granularity for all indicators
• Multi-source integration from WorldPop, OSM, and Google Earth Engine
• Pre-calculated travel-time accessibility metrics for healthcare and education

Limitations

• Potential data gaps in rural areas due to OpenStreetMap dependency
• Aggregated district-level data obscures local-scale variations within a Cercle

Provenance

Source

HeiGIT (Heidelberg Institute for Geoinformation Technology)

Collection Method

Aggregated from GAIA Pipeline processing of WorldPop, OSM, and Google Earth Engine data

Freshness

Last updated March 2026.

Geography

Mali