Work

An analysis of morphological pattern variations in street networks within and surrounding slums in São Paulo, Brazil

Year: 2026
Type: article
Abstract: Slums are characterized by precariousness of infrastructure and land tenure security, and their specific morphological patterns must be understood in order to provide better living conditions to their residents. This study focuses on how street patterns change when the surrounding street grid is taken into account. Using complex network theory, we analyze over 1000 slums in São Paulo. We use a multilayer network model to group favelas that present similar street network patterns inside and around them in terms of size, edge density, orientation entropy, and average circuity. Our key findings reveal that orientation entropy reaches a maximum value for most slums regardless of their sizes, and the relationship between edge density and the number of edges undergoes a shift with increasing buffer around slums. Additionally, favelas with similar orientation entropies and average circuities tend to occupy areas with comparable declivities. Our study may provide insights for public policies aiming to provide more desirable mobility flows or urban integration to slum residents.
Source: Cities
Language: English
Open Access status: hybrid
Estimated APC paid: $3,000
OpenAlex ID: W7161236797
FWCI:
Cites: 49
Cited by:
Related to: 10