Morphology of African Cities

How the capabilities of GIS and satellite imagery can be harnessed to explore the urban form of several large African cities

Abstract

This paper illustrates how the capabilities of a geographic information system (GIS) and satellite imagery can be harnessed to explore and better understand the urban form of several large African cities (Addis Ababa, Nairobi, Kigali, Dar es Salaam, and Dakar). To allow for comparability across very diverse cities, this work looks at the above mentioned cities through the lens of several spatial indicators and relies heavily on data derived from satellite imagery.

  • First, it focuses on understanding the distribution of population across the city, and more specifically how the variations in population density could be linked to transportation.

  • Second, it takes a closer look at the land cover in each city using a semi-automated texture based land cover classification that identifies neighborhoods that appear more regular or irregularly planned.

  • Lastly, for the higher resolution images, this work studies the changes in the land cover classes as one moves from the city core to the periphery.

This work also explored the classification of slightly coarser resolution imagery which allowed analysis of a broader number of cities, sixteen, provided the lower cost.

This work was done as part of the Spatial Development of African cities project and funded by UK Department for International Developmentthrough the Multi Donor Trust Fund for Sustainable Urban Development

Citation

Antos, Sarah E.; Lall, Somik V.; Lozano-Gracia, Nancy. 2016. The Morphology of African Cities. Policy Research Working Paper;No. 7911. World Bank, Washington, DC. © World Bank. https://openknowledge.worldbank.org/handle/10986/25810 License: CC BY 3.0 IGO.

Morphology of African Cities

Published 1 December 2016