Measuring urbanity: The role of proximity in urban places

Angel S Lamson-Hall P Blanco ZG (2021) Anatomy of density: measurable factors that constitute urban density. Buildings and Cities 2(1): 264–282.

Chen M Arribas-Bel D Singleton A (2019) Understanding the dynamics of urban areas of interest through volunteered geographic information. Journal of Geographical Systems 21: 89–109.

Churchman A (1999) Disentangling the concept of density. Journal of Planning Literature 13(4): 389–411.

Dong L Duarte F Duranton G , et al. (2024) Defining a city—delineating urban areas using cell-phone data. Nature Cities 1: 117–125.

Dorward N Fox S Statham T , et al. (2023) A spatial-demographic analysis of Africa’s emerging urban geography. Environment and Urbanization 35(2): 310–327.

Esch T Heldens W Hirner A , et al. (2017) Breaking new ground in mapping human settlements from space: the Gobal Urban Footprint. ISPRS Journal of Photogrammetry and Remote Sensing 134: 30–42.

Fox S (2012) Urbanization as a global historical process: theory and evidence from sub-Saharan Africa. Population and Development Review 38: 285–310.

Fox S Wolf LJ (2024) People make places urban. Nature Cities 1: 813–820.

Guerra-Balboa P Pascual AM Parra-Arnau J , et al. (2022) Anonymizing trajectory data: limitations and opportunities. In: Proceedings of the Third AAAI workshop on privacy-preserving artificial intelligence (PPAI-22), Virtual, Vol. 28.

Kiely E Strong S (2023) The indexification of poverty: the covert politics of small-area indices. Antipode 55(6): 1758–1780.

Kostoff S (1991) The City Shaped: Urban Patterns and Meanings through History. London: Thames and Hudson.

Lee B Farrell CR Reardon SF , et al. (2019) From census tracts to local environments: an egocentric approach to neighborhood racial change. Spatial Demography 7: 1–26.

Lukas G (1923 [1972]) History and Class Consciousness: Studies in Marxist Dialects. Livingstone R (translator). Boston, MIT Press, 404.

Mumford Lewis (1938) The Culture of Cities. Orlando, FL: Harcourt Brace.

Pesaresi M Schiavina M Politis P , et al. (2024) Advances on the Global Human Settlement Layer by joint assessment of Earth Observation and population survey data. International Journal of Digital Earth 17(1): 2390454.

Smith ME (2019) Energized crowding and the generative role of settlement aggregation and urbanization. Coming Together: Comparative Approaches to Population Aggregation and Early Urbanization 8: 37–58.

Smith ME (2023) Urban Life in the Distant Past: The Prehistory of Energized Crowding. Cambridge: Cambridge University Press.

Storper M Venables AJ (2004) Buzz: face-to-face contact and the urban economy. Journal of Economic Geography 4(4): 351–370.

Sutcliffe A Dunbar R Binder J , et al. (2012) Relationships and the social brain: integrating psychological and evolutionary perspectives. British Journal of Psychology 103: 149–168.

Talen E (2000) Measuring the public realm: a preliminary assessment of the link between public space and sense of community. Journal of Architectural and Planning Research 17(4): 344–360.

Tellman B Sullivan JA Kuhn C , et al. (2021) Satellite imaging reveals increased proportion of population exposed to floods. Nature 596: 80–86.

United Kingdom Research and Innovation (2024) Smart data research UK strategy—2024. https://www.sdruk.ukri.org/wp-content/uploads/2024/10/Smart-Data-Research-UK-strategy-2024-1.pdf (accessed on 14 March 2025).

Wirth L (1938) Urbanism as a way of life. American Journal of Sociology 44(1): 1–24.

Wolf L (2024) Beyond Open Science: data, code, and causality. Environment and Planning B: Urban Analytics and City Science 50(9): 2333–2336.

Young IM (1990) Justice and the Politics of Difference. Princeton, NJ: Princeton University Press.