Skip to main content

Advertisement

Log in

Rapid urbanization in a mountainous landscape: patterns, drivers, and planning implications

  • Research Article
  • Published:
Landscape Ecology Aims and scope Submit manuscript

Abstract

Context

Understanding patterns and drivers of urbanization is essential for urban sustainability, but such understanding is lacking for mountainous regions.

Objectives

This study had three objectives: (1) to quantify the spatiotemporal patterns of urban expansion in Chongqing, the largest mountainous metropolitan area in China, during 1990–2015; (2) to explore major drivers for the observed urbanization patterns; and (3) to identify the spatial signatures of Chongqing’s urbanization which differ from those of topographically flat urban regions for sustainable urban planning in mountainous regions.

Methods

We used multiple metrics to characterize urbanization patterns and expansion modes. Pearson correlation analysis and Classification and Regression Trees (CART) were used to identify potential drivers.

Results

The built-up area of Chongqing increased five times during 1990–2015 with regional variations. Three growth modes—leapfrog, edge-expansion, and infilling, took place concurrently, but their relative dominance varied in time and space with leapfrog as the dominant mode in recent years. The major drivers of built-up area expansion changed from demography to economy, with topographic constraints attenuating over time. Compared to flat urban regions in China, the spatial signatures of Chongqing’s urbanization were characterized by greater dominance of leapfrog expansion mode with smaller and more regularly-shaped patches.

Conclusions

The unique patterns and drivers of urban expansion in Chongqing provide new insights of urbanization in mountainous regions for sustainable urban planning. We have proposed a conceptual urban planning framework for mountainous cities based on landscape sustainability science, GeoDesign, and regional landscape characteristics.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Aguilera F, Valenzuela L, Botequilha-Leitao A (2011) Landscape metrics in the analysis of urban land use patterns: a case study in a Spanish metropolitan area. Landsc Urban Plan 99:226–238

    Google Scholar 

  • Ahern J (2013) Urban landscape sustainability and resilience: the promise and challenges of integrating ecology with urban planning and design. Landsc Ecol 28:1203–1212

    Google Scholar 

  • Bao H, Li L, Lizieri C (2019) City profile: Chongqing (1997–2017). Cities 94:161–171

    Google Scholar 

  • Berling-Wolff S, Wu J (2004) Modeling urban landscape dynamics: a case study in Phoenix, USA. Urban Ecosyst 7:215–240

    Google Scholar 

  • Blumenfeld H (1954) The tidal wave of metropolitan expansion. J Am Inst Plan 20:3–14

    Google Scholar 

  • Braimoh A, Onishi T (2007) Spatial determinants of urban land use change in Lagos, Nigeria. Land Use Policy 24:502–515

    Google Scholar 

  • Chen J, Huang Q, Lv T, Li X (2012) The report on China's industrialization. Social Sciences Academic Press, Beijing

    Google Scholar 

  • Chen S, Tang K, Zhang Y, Chen B, Mathew P, Shao Y, Yuan C, Yuan X (2010) Biodiversity strategy and action plan, Chongqing, China. Chongqing Municipal Government, Chongqing

    Google Scholar 

  • CMPG (2005) Suggestions from Chongqing Municipal People’s Government on accelerating the development of modern logistics industry. Chongqing Municipal People’s Government, Chongqing (in Chinese)

    Google Scholar 

  • CMPG (2007a) Economic and social development plan of one-hour economic circle in Chongqing. Chongqing Municipal People's Government, Chongqing (in Chinese)

    Google Scholar 

  • CMPG (2007b) Notice on the issuance of economic and social development plans in southeast Chongqing. Chongqing Municipal People's Government, Chongqing (in Chinese)

    Google Scholar 

  • CMPG (2017) Population development plan of Chongqing (2016–2030). Chongqing Municipal People’s Government, Chongqing (in Chinese)

    Google Scholar 

  • CTGCYP (2004) China three gorges contruction yearbook. China Three Gorges Construction Yearbook Press, Yichang (in Chinese)

    Google Scholar 

  • CWRC (1993) Survey on inundation losses of the three gorges project. Changjiang Water Resources Commission, Wuhan (in Chinese)

    Google Scholar 

  • Dai E, Wu Z, Du X (2018) A gradient analysis on urban sprawl and urban landscape pattern between 1985 and 2000 in the Pearl River Delta, China. Front Earth Sci-Prc 12:791–807

    Google Scholar 

  • De'ath G, Fabricius K (2000) Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology 81:3178–3192

    Google Scholar 

  • Dietzel C, Herold M, Hemphill J, Clarke K (2005) Spatio-temporal dynamics in California's central valley: empirical links to urban theory. Int J Geograph Inf Sci 19:175–195

    Google Scholar 

  • Du C (2009) On the mountain urban landscape studies. Sci China Ser E 52:2497–2501

    Google Scholar 

  • Fang C, Li G, Wang S (2016) Changing and differentiated urban landscape in China: spatiotemporal patterns and driving forces. Environ Sci Technol 50:2217–2227

    CAS  Google Scholar 

  • Fang C, Zhao S (2018) A comparative study of spatiotemporal patterns of urban expansion in six major cities of the Yangtze River Delta from 1980 to 2015. Ecosyst Health Sustain 4:95–114

    Google Scholar 

  • FAO (2015) Mapping the vulnerability of mountain peoples to food insecurity. Food and Agriculture Organization of the United Nations, Rome

    Google Scholar 

  • Fei W, Zhao S (2019) Urban land expansion in China's six megacities from 1978 to 2015. Sci Total Environ 664:60–71

    CAS  Google Scholar 

  • Forman R, Wu J (2016) Where to put the next billion people. Nature 537:608–611

    CAS  Google Scholar 

  • Gong P, Liang S, Carlton E, Jiang Q, Wu J, Wang L, Remais J (2012) Urbanisation and health in China. Lancet 379:843–852

    Google Scholar 

  • Grimm N, Grove J, Pickett S, Redman C (2000) Integrated approaches to long-term studies of urban ecological systems. Bioscience 50:571–584

    Google Scholar 

  • He C, Li J, Zhang X, Liu Z, Zhang D (2017a) Will rapid urban expansion in the drylands of northern China continue: a scenario analysis based on the Land Use Scenario Dynamics-urban model and the Shared Socioeconomic Pathways. J Clean Prod 165:57–69

    Google Scholar 

  • He C, Liu Z, Tian J, Ma Q (2014) Urban expansion dynamics and natural habitat loss in China: a multiscale landscape perspective. Glob Change Biol 20:2886–2902

    Google Scholar 

  • He K, Jiang X (2014) Sky islands of southwest China. I: an overview of phylogeographic patterns. Chin Sci Bull 59:585–597

    Google Scholar 

  • He Y, Wang X, Chen H, Yuan X, Wu N, Zhang Y, Yue J, Zhang Q, Diao Y, Zhou L (2017b) Effect of watershed urbanization on N2O emissions from the Chongqing metropolitan river network, China. Atmos Environ 171:70–81

    CAS  Google Scholar 

  • Huang G (2017) Modeling urban spatial growth in mountainous regions of western, China. Mt Res Dev 37:367–376

    Google Scholar 

  • Huang L, Xiang W, Wu J, Traxler C, Huang J (2019a) Integrating GeoDesign with landscape sustainability science. Sustainability 11:17

    Google Scholar 

  • Huang X, Xia J, Xiao R, He T (2019b) Urban expansion patterns of 291 Chinese cities, 1990–2015. Int J Dig Earth 12:62–77

    Google Scholar 

  • Iliev I, Voynikova D, Gocheva-Ilieva S (2013) Application of the classification and regression trees for modeling the laser output power of a copper bromide vapor laser. Math Probl Eng. https://doi.org/10.1155/2013/654845

    Article  Google Scholar 

  • Kalnay E, Cai M (2003) Impact of urbanization and land-use change on climate. Nature 423:528–531

    CAS  Google Scholar 

  • Li C, Li J, Wu J (2013) Quantifying the speed, growth modes, and landscape pattern changes of urbanization: a hierarchical patch dynamics approach. Landsc Ecol 28:1875–1888

    Google Scholar 

  • Li G, Sun S, Fang C (2018) The varying driving forces of urban expansion in China: insights from a spatial-temporal analysis. Landsc Urban Plan 174:63–77

    Google Scholar 

  • Li H, Waley P, Rees P (2001) Reservoir resettlement in China: past experience and the Three Gorges Dam. Geogr J 167:195–212

    Google Scholar 

  • Li L (2015) State rescaling and national new area development in China: the case of Chongqing Liangjiang. Habitat Int 50:80–89

    Google Scholar 

  • Liang H, Yang L, Liu W, Zhang H, Zhang J (2009) Study on the urbanization area expansion monitoring of Jiaozuo using Landsat images. Paper presented at the 2009 Joint Urban Remote Sensing Event, Shanghai. https://doi.org/10.1109/URS.2009.5137651

  • Lin Y, Li Y, Ma Z (2018) Exploring the interactive development between population urbanization and land urbanization: evidence from Chongqing, China (1998–2016). Sustainability 10:1741

    Google Scholar 

  • Liu H, Yuan X, Gan S, Yan H, Zhang X, He Q (2014) The urban space expansion analysis in mountain areas based on GIS and RS. Appl Mech Mater 444–445:1255–1259

    Google Scholar 

  • Liu J, Liu M, Tian H, Zhuang D, Zhang Z, Zhang W, Tang X, Deng X (2005a) Spatial and temporal patterns of China's cropland during 1990–2000: an analysis based on Landsat TM data. Remote Sens Environ 98:442–456

    Google Scholar 

  • Liu J, Zhang Z, Xu X, Kuang W, Zhou W, Zhang S, Li R, Yan C, Yu D, Wu S, Jiang N (2010a) Spatial patterns and driving forces of land use change in China during the early 21st century. J Geogr Sci 20:483–494

    Google Scholar 

  • Liu J, Zhan J, Deng X (2005b) Spatio-temporal patterns and driving forces of urban land expansion in china during the economic reform era. Ambio 34:450–455

    Google Scholar 

  • Liu J, Zhang Q, Hu Y (2012) Regional differences of China's urban expansion from late 20th to early 21st century based on remote sensing information. China Geogr Sci 22:1–14

    Google Scholar 

  • Liu W, Zhan J, Zhao F, Yan H, Zhang F, Wei X (2019) Impacts of urbanization-induced land-use changes on ecosystem services: a case study of the Pearl River Delta Metropolitan Region, China. Ecol Ind 98:228–238

    Google Scholar 

  • Liu X, Li X, Chen Y, Tan Z, Li S, Ai B (2010b) A new landscape index for quantifying urban expansion using multi-temporal remotely sensed data. Landsc Ecol 25:671–682

    Google Scholar 

  • Liu Y, Fan P, Yue W, Song Y (2018) Impacts of land finance on urban sprawl in China: the case of Chongqing. Land Use Policy 72:420–432

    Google Scholar 

  • Liu Y, Yue W, Fan P, Zhang Z, Huang J (2017) Assessing the urban environmental quality of mountainous cities: a case study in Chongqing, China. Ecol Ind 81:132–145

    Google Scholar 

  • Lorentz J, Calijuri M, Marques E, Baptista A (2016) Multicriteria analysis applied to landslide susceptibility mapping. Nat Hazards 83:41–52

    Google Scholar 

  • Luck M, Wu J (2002) A gradient analysis of urban landscape pattern: a case study from the Phoenix metropolitan region, Arizona, USA. Landsc Ecol 17:327–339

    Google Scholar 

  • Luo J, Liu Y, Yue W, Huang J (2013) Evolution of urban spatial structure in a mountainous city: transforming from linear expansion along valleys to polycentric urban development. Econ Geogr 33:61–67

    Google Scholar 

  • Ma Q, Wu J, He C, Hu G (2018) Spatial scaling of urban impervious surfaces across evolving landscapes: from cities to urban regions. Landsc Urban Plan 175:50–61

    Google Scholar 

  • Maimaitijiang M, Ghulam A, Sandoval J, Maimaitiyiming M (2015) Drivers of land cover and land use changes in St. Louis metropolitan area over the past 40 years characterized by remote sensing and census population data. Int J Appl Earth Obs Geoinf 35:161–174

    Google Scholar 

  • Mansour S, Al-Belushi M, Al-Awadhi T (2020) Monitoring land use and land cover changes in the mountainous cities of Oman using GIS and CA-Markov modelling techniques. Land Use Policy. https://doi.org/10.1016/j.landusepol.2019.104414

    Article  Google Scholar 

  • Mao D, Wang Z, Wu J, Wu B, Zeng Y, Song K, Yi K, Luo L (2018) China’s wetlands loss to urban expansion. Land Degrad Dev 29:2644–2657

    Google Scholar 

  • McGarigal K (2015) FRAGSTATS help. University of Massachusetts, Amherst

  • Muniz I, Garcia-Lopez M-A (2019) Urban form and spatial structure as determinants of the ecological footprint of commuting. Transp Res Part D 67:334–350

    Google Scholar 

  • National Bureau of Statistics of China (2016) China statistical yearbook of the tertiary industry. China Statistics Press, Beijing (in Chinese)

    Google Scholar 

  • NDRC (2004) Economic and social development planning of the three Gorges Reservoir Area. National Development and Reform Commission, Beijing (in Chinese)

    Google Scholar 

  • Oke T (1982) The energetic basis of the urban heat-island. Q J R Meteorol Soc 108:1–24

    Google Scholar 

  • Ou J, Liu X, Li X, Chen Y, Li J (2017) Quantifying spatiotemporal dynamics of urban growth modes in metropolitan cities of China: Beijing, Shanghai, Tianjin, and Guangzhou. J Urban Plann Dev 143:04016023

    Google Scholar 

  • Qu W, Zhao S, Sun Y (2014) Spatiotemporal patterns of urbanization over the past three decades: a comparison between two large cities in Southwest China. Urban Ecosyst 17:723–739

    Google Scholar 

  • Scannell L, Gifford R (2017) Place attachment enhances psychological need satisfaction. Environ Behav 49:359–389

    Google Scholar 

  • SCCMPG (2010) Approval for the establishment of Liangjiang new area in Chongqing. The State Council of Chongqing Municipal People's Government, Chongqing (in Chinese)

    Google Scholar 

  • Seto K, Gueneralp B, Hutyra L (2012) Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Proc Natl Acad Sci USA 109:16083–16088

    CAS  Google Scholar 

  • Seto K, Ramankutty N (2016) Hidden linkages between urbanization and food systems. Science 352:943–945

    CAS  Google Scholar 

  • Silva L, Sampaio E, Corte-Real J, Rodriguez D, Medeiros F, Moraes B, França D (2015) Susceptibility and vulnerability to landslides—case study: basin of river Bengalas—city of Nova Friburgo—Brazil. Paper presented at the 12th International IAEG Congress, Torino, Italy. https://doi.org/10.1007/978-3-319-09300-0_101

  • Steinitz C (2012) A Framework for geodesign: changing geography by design. Esri Press, Redlands

    Google Scholar 

  • Sun Y, Du D (2010) Determinants of industrial innovation in China: evidence from its recent economic census. Technovation 30:540–550

    Google Scholar 

  • Sun Y, Zhao S (2018) Spatiotemporal dynamics of urban expansion in 13 cities across the Jing-Jin-Ji Urban Agglomeration from 1978 to 2015. Ecol Indic 87:302–313

    Google Scholar 

  • Thapa R, Murayama Y (2010) Drivers of urban growth in the Kathmandu valley, Nepal: examining the efficacy of the analytic hierarchy process. Appl Geogr 30:70–83

    Google Scholar 

  • Thapa R, Murayama Y (2011) Urban growth modeling of Kathmandu metropolitan region. Nepal Comput Environ Urban Syst 35:25–34

    Google Scholar 

  • Tian L, Li Y, Shao L, Zhang Y (2017) Measuring spatio-temporal characteristics of city expansion and its driving forces in Shanghai from 1990 to 2015. Chin Geogr Sci 27:875–890

    Google Scholar 

  • United Nations (2015) Transforming our world: the 2030 agenda for sustainable development. United Nations, New York

    Google Scholar 

  • United Nations (2019) World Urbanization Prospects: the 2018 Revision (ST/ESA/SER.A/420). Population Division, Department of Economic and Social Affairs, UN, New York

  • Vannier C, Lefebvre J, Longaretti P-Y, Lavorel S (2016) Patterns of landscape change in a rapidly urbanizing mountain region. Cybergeo-Eur J Geogr. https://doi.org/10.4000/cybergeo.27800

    Article  Google Scholar 

  • Vayssieres M, Plant R, Allen-Diaz B (2000) Classification trees: an alternative non-parametric approach for predicting species distributions. J Veg Sci 11:679–694

    Google Scholar 

  • Wang J, He T, Lin Y (2018) Changes in ecological, agricultural, and urban land space in 1984–2012 in China: land policies and regional social-economical drivers. Habitat Int 71:1–13

    Google Scholar 

  • Wang Z, Lu C (2018) Urban land expansion and its driving factors of mountain cities in China during 1990–2015. J Geog Sci 28:1152–1166

    Google Scholar 

  • World Bank (2010) The urban development investment corporations (UDICs) in Chongqing, China. World Bank, Washington, DC

    Google Scholar 

  • World Bank (2019) Chongqing 2035: spatial transformation strategy: increasing efficiency and livability by promoting compact and human-centered development. World Bank, Washington, DC

    Google Scholar 

  • Wu J (2013) Landscape sustainability science: ecosystem services and human well-being in changing landscapes. Landsc Ecol 28:999–1023

    Google Scholar 

  • Wu J (2019) Linking landscape, land system and design approaches to achieve sustainability. J Land Use Sci 14:173–189

    CAS  Google Scholar 

  • Wu J, Jenerette G, Buyantuyev A, Redman C (2011) Quantifying spatiotemporal patterns of urbanization: the case of the two fastest growing metropolitan regions in the United States. Ecol Complex 8:1–8

    Google Scholar 

  • Wu J, Xiang W, Zhao J (2014) Urban ecology in China: historical developments and future directions. Landsc Urban Plan 125:222–233

    Google Scholar 

  • Xia Y, Zhu X, Wei B, Chen X (2010) Spatial morphology evolution and formative mechanism of the southern town groups in Huangshan city, China based on remote sensing. Paper presented at the 18th international conference on geoinformatics, Beijing. https://doi.org/10.1109/GEOINFORMATICS.2010.5567537

  • Xiao F, Gao G, Shen Q, Wang X, Ma Y, Lu Y, Fu B (2019) Spatio-temporal characteristics and driving forces of landscape structure changes in the middle reach of the Heihe River Basin from 1990 to 2015. Landsc Ecol 34:755–770

    Google Scholar 

  • Xie W, Jin W, Chen K, Wu J, Zhou C (2019) Land use transition and its influencing factors in poverty-stricken mountainous areas of Sangzhi county, China. Sustainability. https://doi.org/10.3390/su11184915

    Article  Google Scholar 

  • Xu C, Liu M, Zhang C, An S, Yu W, Chen J (2007) The spatiotemporal dynamics of rapid urban growth in the Nanjing metropolitan region of China. Landsc Ecol 22:925–937

    Google Scholar 

  • You H, Yang X (2017) Urban expansion in 30 megacities of China: categorizing the driving force profiles to inform the urbanization policy. Land Use Policy 68:531–551

    Google Scholar 

  • Yu W, Zhou W (2017) The spatiotemporal pattern of urban expansion in China: a comparison study of three urban megaregions. Remote Sens. https://doi.org/10.3390/rs9010045

    Article  Google Scholar 

  • Zhang J, Deng W (2010) Industrial structure change and its eco-environmental influence since the establishment of municipality in Chongqing, China. Paper presented at the international conference on ecological informatics and ecosystem conservation, Beijing. https://doi.org/10.1016/j.proenv.2010.10.056

  • Zhang Q, Su S (2016) Determinants of urban expansion and their relative importance: a comparative analysis of 30 major metropolitans in China. Habitat Int 58:89–107

    Google Scholar 

  • Zhang X, Liu Y, Yang C (2015) Quantifying spatial patterns of urban expansion in mountainous cities: the case of Chongqing. J Southwest Univ (Natural Science Edition) 37:119–124 (in Chinese)

    Google Scholar 

  • Zhang Z (2016) Decision tree modeling using R. Ann Transl Med. https://doi.org/10.21037/atm.2016.05.14

    Article  Google Scholar 

  • Zhao G, Zheng X, Yuan Z, Zhang L (2017) Spatial and temporal characteristics of road networks and urban expansion. Land 6:30

    Google Scholar 

  • Zhao S, Zhou D, Zhu C, Qu W, Zhao J, Sun Y, Huang D, Wu W, Liu S (2015) Rates and patterns of urban expansion in China's 32 major cities over the past three decades. Landsc Ecol 30:1541–1559

    Google Scholar 

  • Zhou L, Tian L, Gao Y, Ling Y, Fan C, Hou D, Shen T, Zhou W (2019) How did industrial land supply respond to transitions in state strategy? An analysis of prefecture-level cities in China from 2007 to 2016. Land Use Policy. https://doi.org/10.1016/j.landusepol.2019.05.028

    Article  Google Scholar 

Download references

Acknowledgements

We are grateful to the anonymous reviewers for their valuable comments on the manuscript of this paper. We also thank Prof. Jianguo Wu for his suggestions on the manuscript. This research was supported in part by the National Natural Science Foundation of China (Grant Nos. 41730642, 51578085, 31700406, and 51608064). It was also supported by First Class of Disciplines-B of Zhejiang Province (Civil Engineering).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Qun Ma or Chunlan Du.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (DOC 1121 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jia, L., Ma, Q., Du, C. et al. Rapid urbanization in a mountainous landscape: patterns, drivers, and planning implications. Landscape Ecol 35, 2449–2469 (2020). https://doi.org/10.1007/s10980-020-01056-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10980-020-01056-y

Keywords

Navigation