Abstract
Comparing the city-size distribution at the urban agglomeration (UA) scale is important for understanding the processes of urban development. However, comparative studies of city-size distribution among China’s three largest UAs, the Beijing-Tianjin-Hebei agglomeration (BTHA), the Yangtze River Delta agglomeration (YRDA), and the Pearl River Delta agglomeration (PRDA), remain inadequate due to the limitation of data availability. Therefore, using urban data derived from time-series nighttime light data, the common characteristics and distinctive features of city-size distribution among the three UAs from 1992 to 2015 were compared by the Pareto regression and the rank clock method. We identified two common features. First, the city-size distribution became more even. The Pareto exponents increased by 0.17, 0.12, and 0.01 in the YRDA, BTHA, and PRDA, respectively. Second, the average ranks of small cities ascended, being 0.55, 0.08 and 0.04 in the three UAs, respectively. However, the average ranks of large and medium cities in the three UAs experienced different trajectories, which are closely related to the similarities and differences in the driving forces for the development of UAs. Place-based measures are encouraged to promote a coordinated development among cities of differing sizes in the three UAs.
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References
Anderson G, Ge Y, 2005. The size distribution of Chinese cities. Regional Science and Urban Economics, 35(6): 756–776.
Batty M, 2006. Rank clocks. Nature, 444(7119): 592–596.
Batty M, 2010. Visualizing space-time dynamics in scaling systems. Complexity, 16(2): 51–63.
Black D, Henderson V, 2003. Urban evolution in the USA. Journal of Economic Geography, 3: 343–372.
Bosker M, Brakman S, Garretsen H et al., 2008. A century of shocks: The evolution of the German city-size distribution 1925–1999. Regional Science and Urban Economics, 38: 330–347.
CPG (Central People’s Government of the People’s Republic of China), 2014. National New–type Urbanization Plan (2014–2020). http://www.gov.cn/zhengce/2014–03/16/content_2640075.htm.
Duan X J, Yu X G, Nipper J, 2009. Economic polarized trends, function and expanded boundaries of the Yangtze Delta Region. Journal of Geographical Sciences, 19(6): 733–749.
Eaton J, Eckstein Z, 1997. Cities and growth: Theory and evidence from France and Japan. Regional Science and Urban Economics, 27: 443–474.
Elvidge C, Baugh K, Zhizhin M et al., 2013. Why VIIRS data are superior to DMSP for mapping nighttime lights. Proceedings of the Asia-Pacific Advanced Network, 35: 62–69.
Elvidge C, Erwin E, Baugh K et al., 2009. Overview of DMSP nightime lights and future possibilities. Paper presented at the 2009 Urban Remote Sensing Joint Event.
Fan C, 1999. The vertical and horizontal expansions of China’s city system. Urban Geography, 20(6): 493–515.
Fang C, 2015. Important progress and future direction of studies on China’s urban agglomerations. Journal of Geographical Sciences, 25(8): 1003–1024.
Fang C, Yu D, 2016. China’s New Urbanization: Developmental Paths, Blueprints and Patterns. Beijing: Science Press.
Gabaix X, 1999. Zipf’s law for cities: An explanation. Quarterly Journal of Economics, 114: 739–767
Gabaix X, Ioannides Y, 2004. The evolution of city-size distributions. Handbook of Regional and Urban Economics, 4: 2341–2378.
Giesen K, Sudekum J, 2010. Zipf's law for cities in the regions and the country. Journal of Economic Geography, 11: 667–686.
Gu C, Wu L, Cook I, 2012. Progress in research on Chinese urbanization. Frontiers of Architectural Research, 1(2): 101–149.
He C, Liu Z, Tian J et al., 2014. Urban expansion dynamics and natural habitat loss in China: A multiscale landscape perspective. Global Change Biology, 20: 2886–2902.
Henderson J V, Venables A J, 2009. Dynamics of city formation. Review of Economic Dynamics, 12: 233–254.
Huang Q, He C, Gao B et al., 2015. Detecting the 20 year city-size dynamics in China with a rank clock approach and DMSP/OLS nighttime data. Landscape and Urban Planning, 137: 138–148.
Huang Q, Yang X, Gao B et al., 2014. Application of DMSP/OLS nighttime light images: A meta-analysis and a systematic literature review. Remote Sensing, 6(8): 6844–6866.
Huang Q, Yang Y, Li Y et al., 2016, A simulation study on the urban population of China based on nighttime light data acquired from DMSP/OLS. Sustainability, 8: 521.
Jin F, Wang C, Li X et al., 2010. China’s regional transport dominance: Density, proximity, and accessibility. Journal of Geographical Sciences, 20(2): 295–309.
Li S, Sui D. 2013. Pareto’s law and sample size: A case study of China’s urban system 1984–2008. Geojournal, 78(4): 615–626.
Liu J, Kuang W, Zhang Z et al., 2014. Spatiotemporal characteristics, patterns, and causes of land-use changes in China since the late 1980s. Journal of Geographical Sciences, 24(2): 195–210.
Liu Z, He C, Zhang Q et al., 2012. Extracting the dynamics of urban expansion in China using DMSP–OLS nighttime light data from 1992 to 2008. Landscape and Urban Planning, 106(1): 62–72.
Lu D, Fan J. 2010. Regional Development Research in China: A Roadmap to 2050. Beijing: Science Press.
Lu S, Guan X, He C et al., 2015. Spatio-temporal patterns and policy implications of urban land expansion in metropolitan areas: A case study of Wuhan urban agglomeration, Central China. Sustainability, 6: 4723–4748.
Luo X, Shen J, 2009. A study on inter-city cooperation in the Yangtze River Delta region, China. Habitat International, 33(1): 52–62.
Ministry of Housing and Urban–Rural Development PRC, 2014. China Urban Construction Statistical Yearbook 2011. Beijing: China Planning Press.
NBS (National Bureau of Statistics of China), 2013. China Statistical Yearbook 2013. Beijing: China Statistics Press.
NBS (National Bureau of Statistics of China), 1991, 2011. China Statistical Yearbook for Regional Economy. Beijing: China Statistics Press.
PCO (Population Census Office under the State Council, Development of Population and Employment Statistics in National Bureau of Statistics), 1992, 2012. Tabulation on the 1990, 2010 population census of the People’s Republic of China. Beijing: China Statistics Press.
Peng X, 2011. China’s demographic history and future challenges. Science, 333(6042): 581–587.
Peng J, Shen H, Wu W et al., 2015. Net primary productivity (NPP) dynamics and associated urbanization driving forces in metropolitan areas: A case study in Beijing City, China. Landscape Ecology, 31(5): 1077–1092.
Peng J, Zhao S, Liu Y et al., 2016. Identifying the urban-rural fringe using wavelet transform and kernel density estimation: A case study in Beijing City, China. Environmental Modelling & Software, 83: 286–302.
Rosen K T, Resnick M, 1980. The size distribution of cities: An examination of the Pareto law and primacy. Journal of Urban Economics, 8(2): 165–186.
Shen J, 1995. Rural development and rural to urban migration in China 1978–1990. Geoforum, 26: 395–409.
Sheng K, Sun W, Fan J, 2014. Sequential city growth: Theory and evidence from the US. Journal of Geographical Sciences, 24(6): 1161–1174.
Shi K, Huang C, Yu B et al., 2014. Evaluation of NPP–VIIRS night-time light composite data for extracting built-up urban areas. Remote Sensing Letters, 5(4): 358–366.
Small C, Elvidge C, 2013. Night on earth: mapping decadal changes of anthropogenic night light in Asia. International Journal of Applied Earth Observation and Geoinformation, 22(6): 40–52.
Small C, Elvidge C, Balk D et al., 2011. Spatial scaling of stable night lights. Remote Sensing of Environment, 115(2): 269–280.
Soo K T, 2014. Zipf, Gibrat and geography: Evidence from China, India and Brazil. Papers in Regional Science, 93(1): 159–181.
Tan R, Liu Y, Liu Y et al., 2014. Urban growth and its determinants across the Wuhan urban agglomeration, central China. Habitat International, 44: 268–281.
Tian G, Jiang J, Yang Z et al., 2011. The urban growth, size distribution and spatio-temporal dynamic pattern of the Yangtze River Delta megalopolitan region, China. Ecological Modelling, 222(3): 865–878
Wang L, Wong C, Duan X, 2016. Urban growth and spatial restructuring patterns: The case of Yangtze River Delta Region, China. Environment and Planning B: Planning and Design, 43(3): 515–539.
Wen Y, Thill J, 2016. Identification, structure and dynamic characteristics of the Beijing–Tianjin–Hebei mega-city region. Cambridge Journal of Regions, Economy and Society, 9(3): 589–611.
Wu J, Ma L, Li W et al., 2014. Dynamics of urban density in China: Estimations based on DMSP/OLS nighttime light data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(10): 4266–4275.
Xu Z, Zhu N, 2009. City–size distribution in China: Are large cities dominant? Urban Study, 46: 2159–2185.
Xu M, He C, Liu Z et al., 2016. How did urban land expand in China between 1992 and 2015? A multi-scale landscape analysis. PLoS ONE, 11(5): e0154839.
Ye X, Xie Y, 2012. Re-examination of Zipf’s law and urban dynamic in China: A regional approach. Annals of Regional Science, 49(1): 135–156.
Yeh A, Xu J, 2010. China’s Pan-Pearl River Delta: Regional Cooperation and Development. Vol. 1. Hong Kong: Hong Kong University Press.
Zeng C, Liu Y, Stein A et al., 2015. Characterization and spatial modeling of urban sprawl in the Wuhan Metropolitan Area, China. International Journal of Applied Earth Observation and Geoinformation, 34: 10–24.
Zipf G K, 1949. Human behavior and the principle of least effort. Journal of Clinical Psychology, 6(3): 306–306.
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We want to express our respect and gratitude to the editor and the anonymous reviewers for their valuable comments.
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Foundation: National Natural Science Foundation of China, No.41621061, No.41501092; Talents Training Program from the Beijing Municipal Commission of Education No.201500002012G058
He Chunyang, Professor, specialized in urban sustainability and landscape sustainability
These authors contributed equally to this work and are co-first authors.
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Gao, B., Huang, Q., He, C. et al. Similarities and differences of city-size distributions in three main urban agglomerations of China from 1992 to 2015: A comparative study based on nighttime light data. J. Geogr. Sci. 27, 533–545 (2017). https://doi.org/10.1007/s11442-017-1391-7
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DOI: https://doi.org/10.1007/s11442-017-1391-7