The approaches used in the analysis or urbanization throughout lowland Ethiopia used a variety of data sources:

• Hi-resolution satellite imagery: Detection of large commercial farms
• Night-time satellite imagery: Urbanization
• Population data: Urban patterns and dynamics
• Moderate resolution publicly available imagery: Urbanization and built-up changes