Department of Physics (DFI), Federal University of Lavras (UFLA), Lavras, MG, Brazil.
Department of Mathematics, City University of London, London, United Kingdom.
PLoS One. 2020 May 19;15(5):e0233003. doi: 10.1371/journal.pone.0233003. eCollection 2020.
Does the scaling relationship between population sizes of cities with urban metrics like economic output and infrastructure (transversal scaling) mirror the evolution of individual cities in time (longitudinal scaling)? The answer to this question has important policy implications, but the lack of suitable data has so far hindered rigorous empirical tests. In this paper, we advance the debate by looking at the evolution of two urban variables, GDP and water network length, for over 5500 cities in Brazil. We find that longitudinal scaling exponents are city-specific. However, they are distributed around an average value that approaches the transversal scaling exponent provided that the data is decomposed to eliminate external factors, and only for cities with a sufficiently high growth rate. We also introduce a mathematical framework that connects the microscopic level to global behaviour, finding good agreement between theoretical predictions and empirical evidence in all analyzed cases. Our results add complexity to the idea that the longitudinal dynamics is a micro-scaling version of the transversal dynamics of the entire urban system. The longitudinal analysis can reveal differences in scaling behavior related to population size and nature of urban variables. Our approach also makes room for the role of external factors such as public policies and development, and opens up new possibilities in the research of the effects of scaling and contextual factors.
城市的人口规模与经济产出和基础设施等城市指标之间的标度关系(横向标度)是否反映了城市随时间的演变(纵向标度)?这个问题的答案具有重要的政策意义,但缺乏合适的数据一直阻碍了严格的实证检验。在本文中,我们通过研究巴西 5500 多个城市的 GDP 和水网络长度这两个城市变量的演变,推进了这一辩论。我们发现,纵向标度指数因城市而异。然而,它们分布在一个平均值附近,该平均值接近提供的数据是分解消除外部因素后,并且仅适用于增长率足够高的城市的横向标度指数。我们还引入了一个数学框架,将微观层面与全局行为联系起来,在所有分析的情况下,理论预测和经验证据之间都存在良好的一致性。我们的研究结果为以下观点增加了复杂性,即纵向动态是整个城市系统横向动态的微观标度版本。纵向分析可以揭示与人口规模和城市变量性质相关的不同标度行为。我们的方法还为外部因素(如公共政策和发展)的作用留出了空间,并为研究标度和上下文因素的影响开辟了新的可能性。