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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

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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.

    Article  Google Scholar 

  • Batty M, 2006. Rank clocks. Nature, 444(7119): 592–596.

    Article  Google Scholar 

  • Batty M, 2010. Visualizing space-time dynamics in scaling systems. Complexity, 16(2): 51–63.

    Article  Google Scholar 

  • Black D, Henderson V, 2003. Urban evolution in the USA. Journal of Economic Geography, 3: 343–372.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Eaton J, Eckstein Z, 1997. Cities and growth: Theory and evidence from France and Japan. Regional Science and Urban Economics, 27: 443–474.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Book  Google Scholar 

  • Fan C, 1999. The vertical and horizontal expansions of China’s city system. Urban Geography, 20(6): 493–515.

    Article  Google Scholar 

  • Fang C, 2015. Important progress and future direction of studies on China’s urban agglomerations. Journal of Geographical Sciences, 25(8): 1003–1024.

    Article  Google Scholar 

  • Fang C, Yu D, 2016. China’s New Urbanization: Developmental Paths, Blueprints and Patterns. Beijing: Science Press.

    Book  Google Scholar 

  • Gabaix X, 1999. Zipf’s law for cities: An explanation. Quarterly Journal of Economics, 114: 739–767

    Article  Google Scholar 

  • Gabaix X, Ioannides Y, 2004. The evolution of city-size distributions. Handbook of Regional and Urban Economics, 4: 2341–2378.

    Article  Google Scholar 

  • Giesen K, Sudekum J, 2010. Zipf's law for cities in the regions and the country. Journal of Economic Geography, 11: 667–686.

    Article  Google Scholar 

  • Gu C, Wu L, Cook I, 2012. Progress in research on Chinese urbanization. Frontiers of Architectural Research, 1(2): 101–149.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Henderson J V, Venables A J, 2009. Dynamics of city formation. Review of Economic Dynamics, 12: 233–254.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Lu D, Fan J. 2010. Regional Development Research in China: A Roadmap to 2050. Beijing: Science Press.

    Book  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Luo X, Shen J, 2009. A study on inter-city cooperation in the Yangtze River Delta region, China. Habitat International, 33(1): 52–62.

    Article  Google Scholar 

  • Ministry of Housing and Urban–Rural Development PRC, 2014. China Urban Construction Statistical Yearbook 2011. Beijing: China Planning Press.

    Google Scholar 

  • 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.

    Google Scholar 

  • Peng X, 2011. China’s demographic history and future challenges. Science, 333(6042): 581–587.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Shen J, 1995. Rural development and rural to urban migration in China 1978–1990. Geoforum, 26: 395–409.

    Article  Google Scholar 

  • Sheng K, Sun W, Fan J, 2014. Sequential city growth: Theory and evidence from the US. Journal of Geographical Sciences, 24(6): 1161–1174.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Small C, Elvidge C, Balk D et al., 2011. Spatial scaling of stable night lights. Remote Sensing of Environment, 115(2): 269–280.

    Article  Google Scholar 

  • Soo K T, 2014. Zipf, Gibrat and geography: Evidence from China, India and Brazil. Papers in Regional Science, 93(1): 159–181.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Xu Z, Zhu N, 2009. City–size distribution in China: Are large cities dominant? Urban Study, 46: 2159–2185.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Yeh A, Xu J, 2010. China’s Pan-Pearl River Delta: Regional Cooperation and Development. Vol. 1. Hong Kong: Hong Kong University Press.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Zipf G K, 1949. Human behavior and the principle of least effort. Journal of Clinical Psychology, 6(3): 306–306.

    Google Scholar 

Download references

Acknowledgments

We want to express our respect and gratitude to the editor and the anonymous reviewers for their valuable comments.

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Correspondence to Chunyang He.

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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

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