Publication Type
Journal Article
Version
publishedVersion
Publication Date
3-2020
Abstract
City-size distributions are known to be well approximated by power laws across a wide range of countries. But such distributions are also meaningful at other spatial scales, such as within certain regions of a country. Using data from China, France, Germany, India, Japan, and the United States, we first document that large cities are significantly more spaced out than would be expected by chance alone. We next construct spatial hierarchies for countries by first partitioning geographic space using a given number of their largest cities as cell centers and then continuing this partitioning procedure within each cell recursively. We find that city-size distributions in different parts of these spatial hierarchies exhibit power laws that are, again, far more similar than would be expected by chance alone—suggesting the existence of a spatial fractal structure.
Keywords
City size, Fractal structure, Power law, Spatial hierarchy
Discipline
Growth and Development | Industrial Organization | Regional Economics
Research Areas
Applied Microeconomics
Publication
Proceedings of the National Academy of Sciences
Volume
117
Issue
12
First Page
6469
Last Page
6475
ISSN
0027-8424
Identifier
10.1073/pnas.1913014117
Publisher
National Academy of Sciences
Citation
MORI, Tomoya; SMITH, Tony E.; and HSU, Wen-Tai.
Common power laws for cities and spatial fractal structures. (2020). Proceedings of the National Academy of Sciences. 117, (12), 6469-6475.
Available at: https://ink.library.smu.edu.sg/soe_research/2372
Copyright Owner and License
Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1073/pnas.1913014117
Included in
Growth and Development Commons, Industrial Organization Commons, Regional Economics Commons