African cities' evolution: Complex systems analysis unveils hidden rules of urban growth
From the perspective of complex systems, a new study reveals the universality, specificity, and explanatory power of underlying rules governing urban system evolution. The is authored by an international team from the University of Hong Kong (HKU), Wuhan University and other institutions, titled "Underlying rules of evolutionary urban systems in Africa" in Nature Cities.
Urban systems are typically complex systems, and their evolution follows a series of universal laws that can be expressed through concise mathematical models, such as the rank-size rule (Zipf's law), the law of proportionate growth (Gibrat's law), and scaling laws. However, previous studies have primarily focused on the universality of these laws, paying insufficient attention to how these rules might vary at different stages of urbanization or how these models can convey the changes in city systems over time.
Africa, recognized as one of the most rapidly urbanizing regions worldwide, boasts a rich array of natural geographical features. The influences of colonial history, socio-economic structures, and multiculturalism have shaped the unique urbanization processes within African countries. This diversity has led to considerable variations in urban evolution across the continent, offering a multifaceted sample for the study of urban system development.
Starting from a unified urban definition, the research team utilized remote sensing data on urban population and land use to comprehensively analyze the evolution of over 9,200 towns and cities across Africa over the past 70 years (1950–2020). Applying the theories of Zipf's law, Gibrat's law, and scaling laws, the study first verified the universality of urban system laws in African cities and then focused on their specificity and the explanatory power of model parameters.
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The parameters of Zipf's law revealed a shift from dispersed to concentrated urban populations in Africa, with an increasingly concentrated trend toward larger cities. This shift was corroborated by the parameters of Gibrat's law, which highlighted differences in population growth rates among different-sized cities.
The scaling law results showed that, unlike in Western developed countries, land development in large African cities, particularly in East and West Africa, has been more extensive. However, as urban systems matured, economies of scale in land use gradually emerged, aligning with theoretical expectations.
The study's contribution lies in revealing the underlying rules, specificity, and geographical explanations of African urban system evolution from a complex systems perspective. It provides an analytical framework to understand the laws of urban system evolution and regional urbanization processes, offering new insights for global urban science research.
Professor Peng Gong, Vice-President (Academic Development) of HKU, and Professor Limin Jiao of Wuhan University are the corresponding authors of the paper. Gang Xu and Mengyan Zhu of Wuhan University are the co-first authors. Other contributors include Assistant Professor Bin Chen and Professor Xiaoling Zhang from the Faculty of Architecture at HKU, Assistant Researcher Zhibang Xu of the Institute of Urban Environment, Chinese Academy of Sciences, Professor Xuecao Li of China Agricultural University, Dr. Muhammad Salem of Cairo University, Associate Professor Patrick Brandful Cobbinah of the University of Melbourne, and Dr. Neema Simon Sumari of Sokoine University of Agriculture in Tanzania.
More information: Gang Xu et al, Underlying rules of evolutionary urban systems in Africa, Nature Cities (2025).
Journal information: Nature Cities
Provided by The University of Hong Kong