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Regression modelUrban density functions

Urban Density Gradient Model

The urban density gradient model is the broad family of functional relationships that describe how population density varies with distance from a city's centre. Its canonical member is Colin Clark's 1951 negative-exponential form, but the family also includes Bruce Newling's quadratic-exponential function that permits a density crater at the core, simpler linear and Smeed forms, and the economic micro-foundation supplied by the Muth-Mills monocentric city model. Together these give planners and economists a compact, comparable language for urban spatial structure.

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Sources

  1. Clark, C. (1951). Urban population densities. Journal of the Royal Statistical Society. Series A (General), 114(4), 490–496. DOI: 10.2307/2981088
  2. Mills, E. S. (1972). Studies in the Structure of the Urban Economy. Johns Hopkins University Press, Baltimore. ISBN: 9780801813207

How to cite this page

ScholarGate. (2026, June 22). Urban Population Density Gradient Models (Density Functions). ScholarGate. https://scholargate.app/en/human-geography/urban-density-gradient-model

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ScholarGateUrban Density Gradient Model (Urban Population Density Gradient Models (Density Functions)). Retrieved 2026-06-24 from https://scholargate.app/en/human-geography/urban-density-gradient-model · Dataset: https://doi.org/10.5281/zenodo.20539026