Geospatial decision support system for Blantyre City Council mapping 333+ illegal dumpsites across city wards. Applies a custom 0–100 risk scoring engine weighted across health, environmental, and volume factors, and uses DBSCAN clustering to recommend optimal waste collection skip placements.