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📊 Ace Prototype Feasibility - Data Sources
Geographic Data
| Data |
Source |
Description |
| Administrative Boundaries |
HDX - OCHA |
Regions (Admin 1), Districts (Admin 2), Communes (Admin 3) |
| Population Density |
Kontur
Population |
H3 hexagon-based population estimates |
| Settlement Classification |
GHSL SMOD |
Urban/Rural settlement model (raster - not browser-compatible) |
| Built-Up Areas |
GHSL BUILT |
Built-up surface fraction (raster - not browser-compatible) |
| Population Grid |
WorldPop |
100m resolution population raster (not browser-compatible) |
Classification Methodology
Location classification follows the DEGURBA standard (UN Statistical Commission, March 2020).
GHSL SMOD is our primary data source as it already incorporates cluster analysis.
| Our Term |
DEGURBA Term |
Density Threshold |
| Urban |
Urban Centre |
≥1,500 people/km², cluster ≥50,000 |
| Peri-Urban |
Towns & Semi-dense Areas (Urban Cluster) |
≥300 people/km², cluster ≥5,000 |
| Rural |
Rural Grid Cells |
<300 people/km² |
Data priority: 1) GHSL SMOD (primary) → 2) Kontur density (fallback) → 3) WorldPop (last resort).
See METHODOLOGY.md for full documentation.
Customer Data
| Data |
Source |
Description |
| Customer Records |
Synthetic (Generated) |
100 test customer records with realistic Senegalese names, locations, and usage patterns |
Stove Pricing
| Model |
Price |
| EcoFlame Pro 200 |
$120 USD |
| EcoFlame Max 350 |
$150 USD |
Raster data (GHSL, WorldPop) requires a web server for browser integration and cannot be displayed in file://
mode.