Skip to main content
Log in

Driving factors of urban land growth in Guangzhou and its implications for sustainable development

  • Research Article
  • Published:
Frontiers of Earth Science Aims and scope Submit manuscript

Abstract

Since 2000, China’s urban land has expanded at a dramatic speed because of the country’s rapid urbanization. The country has been experiencing unbalanced development between rural and urban areas, causing serious challenges such as agricultural security and land resources waste. Effectively evaluating the driving factors of urban land growth is essential for improving efficient land use management and sustainable urban development. This study established a principal component regression model based on eight indicators to identify their influences on urban land growth in Guangzhou. The results provided a grouping analysis of the driving factors, and found that economic growth, urban population, and transportation development are the driving forces of urban land growth of Guangzhou, while the tertiary industry has an opposite effect. The findings led to further suggestions and recommendations for urban sustainable development. Hence, local governments should design relevant policies for achieving the rational development of urban land use and strategic planning on urban sustainable development.

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.

Similar content being viewed by others

References

  • Achmad A, Hasyim S, Dahlan B, Aulia D N (2015). Modeling of urban growth in tsunami-prone city using logistic regression: analysis of Banda Aceh, Indonesia. Appl Geogr, 62(8): 237–246

    Google Scholar 

  • Aljoufie M (2014). Toward integrated land use and transport planning in fast-growing cities: the case of Jeddah, Saudi Arabia. Habitat Int, 41 (1): 205–215

    Google Scholar 

  • Bai X, Shi P, Liu Y (2014). Realizing China’s urban dream. Nature, 509 (1799): 158–160

    Google Scholar 

  • Bao X F, Mei Z X, Liu X F (2014). Evolvement of spatial pattern of land use change intensity in Guangzhou. Journal of South China Normal University (natural science edition), 46(5): 118–125 (in Chinese)

    Google Scholar 

  • Chen H Y, Jia B S, Lau S S Y (2008). Sustainable urban form for Chinese compact cities: challenges of a rapid urbanized economy. Habitat Int, 32(1): 28–40

    Google Scholar 

  • Chen J F, Chang K T, Karacsonyi D, Zhang X L (2014). Comparing urban land expansion and its driving factors in Shenzhen and Dongguan, China. Habitat Int, 43(7): 61–71

    Google Scholar 

  • Chen Y, Chen Z G, Xu G L, Tian Z Q (2016a). Built-up land efficiency in urban China: insights from the General Land Use Plan (2006–2020). Habitat Int, 51(2): 31–38

    Google Scholar 

  • Chen Y B, Chang K T, Han F Z, Karacsonyi D, Qian Q L (2016b). Investigating urbanization and its spatial determinants in the central districts of Guangzhou, China. Habitat Int, 51(2): 59–69

    Google Scholar 

  • Conke L S, Ferreira T L (2015). Urban metabolism: measuring the city’s contribution to sustainable development. Environ Pollut, 202(7): 146–152

    Google Scholar 

  • Cui X Z, Wang X T (2014). Urban land use change and its effect on social metabolism: an empirical study in Shanghai. Habitat Int, 49 (10): 251–259

    Google Scholar 

  • Cui X Z, Wang Y W, Chang Y (2012). The anthropogenic factors on urban growth: an empirical quantification in China. Advanced Materials Research, 518–523: 6042–6049

    Google Scholar 

  • Cui Y (2007). “An analysis of drag” of land resource in China’s economic growth. Economic Theory and Economic Management, 28 (11): 32–37 (in Chinese)

    Google Scholar 

  • Debolini M, Valette E, Francois M, Chéry J P (2015). Mapping land use competition in the rural–urban fringe and future perspectives on land policies: a case study of Meknès (Morocco). Land Use Policy, 47(9): 373–381

    Google Scholar 

  • Fischer G, Sun L X (2001). Model based analysis of future land use development in China. Agric Ecosyst Environ, 85(1–3): 163–176

    Google Scholar 

  • Gao J L, Wei Y D, Chen W, Chen J L (2014). Economic transition and urban land expansion in Provincial China. Habitat Int, 44(10): 461–473

    Google Scholar 

  • Gibson C C, Ostrom E, Ahn T K (2000). The concept of scale and the human dimensions of global change: a survey. Ecol Econ, 32(2): 217–239

    Google Scholar 

  • Gong J Z, Chen W, Liu Y S, Wang J Y (2014). The intensity change of urban development land: implications for the city master plan of Guangzhou, China. Land Use Policy, 40(9): 91–100

    Google Scholar 

  • Gu X, Qu F T, Fu G H (2009). Comparative superiority of land use and regional industry structure adjustment. China Land Science, 23(7): 61–65 (in Chinese)

    Google Scholar 

  • Guo L, Du S H, Xue D Y, Jiang X D (2008). Spatio-Temporal variation of landscape patterns during rapid urbanization in Guangzhou City. Acta Sci Nat Univ Pekin, 3: 115–122 (in Chinese)

    Google Scholar 

  • Kong F H, Yin H W, Nakagoshi N, James P (2012). Simulating urban growth processes incorporating a potential model with spatial metrics. Ecol Indic, 20(9): 82–91

    Google Scholar 

  • Li J T (2014). Annual Report on Economic Development of Guangzhou (2014). China: Social Science Academic Press

    Google Scholar 

  • Li W L, Yan X P (2002). Study on the development of urban MTR system and land compound use—A case in Guangzhou city. Scientia Geographica Sinica, 22(1): 574–580 (in Chinese)

    Google Scholar 

  • Li X, Chen G Z, Liu X Y, Liang X,Wang S J (2017). A new global landuse and land-cover change product at a 1-km resolution for 2010–2100 based on human-environment interactions. Ann Assoc Am Geogr, 07(5): 1040–1059

    Google Scholar 

  • Li X Y, Fang J Y, Piao S L (2006). Urban land use development and related spatial mechanism in Shanghai region. Resources and environment in the Yangtze basin, 15(1): 34–40 (in Chinese)

    Google Scholar 

  • Lin J, Huang B, Chen M, Huang Z (2014). Modeling urban vertical growth using cellular automata—Guangzhou as a case study. Appl Geogr, 53(9): 172–186

    Google Scholar 

  • Liu J Y, Zhang Z X, Zhuang D F,Wang YM, ZhouWC, Zhang SW, Li R D, Jiang N, Wu S X (2003). A study on the spatial-temporal dynamic changes of land use and driving forces analyses of China in the 1990s. Geogr Res, 22(1): 1–12 (in Chinese)

    Google Scholar 

  • Liu R, Zhu D L, Zhu Z Q, Yang W Z (2009). Analysis of the driving forces of urban sprawl in Dezhou city based on a logistic regression model. Resources Science, 31(11): 1919–1926 (in Chinese)

    Google Scholar 

  • Liu X J, Wang M S (2016). How polycentric is urban China and why? A case study of 318 cities. Landsc Urban Plan, 151(7): 10–20

    Google Scholar 

  • Liu X P, Liang X, Li X, Xu X C, Ou J P, Chen Y, Li S, Wang S, Pei F (2017). A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects. Landsc Urban Plan, 168(12): 94–116

    Google Scholar 

  • Liu X P, Ma L, Li X, Ai B, Li S Y, He Z J (2014a). Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int J Geogr Inf Sci, 28(1): 148–163

    Google Scholar 

  • Liu Y, Huang X J, Yang H, Zhong T Y (2014b). Environmental effects of land-use/cover change caused by urbanization and policies in Southwest China Karst area–A case study of Guiyang. Habitat Int, 44(10): 339–348

    Google Scholar 

  • Liu Y L, Luo T, Liu Z Q, Kong X S, Li J W, Tan R H (2015). A comparative analysis of urban and rural construction land use change and driving forces: implications for urban–rural coordination development in Wuhan, Central China. Habitat Int, 47(6): 113–125

    Google Scholar 

  • Liu Y S, Lu S S, Chen Y F (2013). Spatio-temporal change of urban–rural equalized development patterns in China and its driving factors. J Rural Stud, 32(10): 320–330

    Google Scholar 

  • Long H L, Liu Y Q, Hou X G, Li T T, Li Y R (2014). Effects of land use transitions due to rapid urbanization on ecosystem services: implications for urban planning in the new developing area of China. Habitat Int, 44(10): 536–544

    Google Scholar 

  • Ma X G,Wang AM, Yan X P (2010). A study on land use conflicts in the urban spatial reconstruction process—A case study of Guangzhou city. Human Geogr, 25(3): 72–77 (in Chinese)

    Google Scholar 

  • Ma Y L, Xu R S (2010). Remote sensing monitoring and driving force analysis of urban expansion in Guangzhou City, China. Habitat Int, 34(2): 228–235

    Google Scholar 

  • Meng Y, Zhang F R, Jiang G H, Chen T S (2011). The study on the relationship between economic structure and land use structure in Beijing. Areal Research and Development, 30(3): 108–111 (in Chinese)

    Google Scholar 

  • Mertens B, Lambin E F (1997). Spatial modelling of deforestation in Southern Cameroon: spatial disaggregation of diverse deforestation processes. Appl Geogr, 17(2): 143–162

    Google Scholar 

  • Mertens B, Lambin E F (2000). Land-cover-change trajectories in southern Cameroon. Ann Assoc Am Geogr, 90(3): 467–494

    Google Scholar 

  • Musakwa W, Niekerk A V (2013). Implications of land use change for the sustainability of urban areas: a case study of Stellenbosch, South Africa. Cities, 32(6): 143–156

    Google Scholar 

  • Pablo B G, Francisco A B, Montserrat G D (2015). Partial validation of cellular automata based model simulations of urban growth: an approach to assessing factor influence using spatial methods. Environ Model Softw, 69(7): 77–89

    Google Scholar 

  • Pandey B, Seto K C (2015). Urbanization and agricultural land loss in India: comparing satellite estimates with census data. J Environ Manage, 148(15): 53–66

    Google Scholar 

  • Pontius R G Jr, Cornell J D, Hall C A S (2001). Modeling the spatial pattern of land-use change with GEOMOD2: application and validation for Costa Rica. Agric Ecosyst Environ, 85(1–3): 191–203

    Google Scholar 

  • Pontius R G Jr, Schneider L C (2001). Land-use change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA. Agric Ecosyst Environ, 85(1–3): 239–248

    Google Scholar 

  • Pribadi O D, Pauleit S (2015). The dynamics of peri-urban agriculture during rapid urbanization of Jabodetabek Metropolitan Area. Habitat Int, 48(11): 13–24

    Google Scholar 

  • Serneels S, Lambin E F (2001). Proximate causes of land use change in Narok district Kenya: a spatial statistical model. Agric Ecosyst Environ, 85(1–3): 65–81

    Google Scholar 

  • Sun J, Zhang L H, Peng C L, Peng Z R, Xu M (2012). CA-based urban land use prediction model: a case study on Orange County, Florida, U.S. J Transp Syst Eng Inf Technol, 12(6): 85–92

    Google Scholar 

  • Tian L (2015). Land use dynamics driven by rural industrialization and land finance in the peri-urban areas of China: “The examples of Jiangyin and Shunde. Land Use Policy, 45(5): 117–127

    Google Scholar 

  • Turner B L II, Skole D L, Sanderson S, Fischer G, Fresco L O, Leemans R (1995). Land-Use and Land-Cover Change- Science/Research Plan. Stockholm and Geneva: IGBP Report No. 35, HDP Report No. 7

    Google Scholar 

  • Turner M G, Wear D N, Flamm R O (1996). Land ownership and landcover change in the Southern Appalachian Highlands and the Olympic Peninsula. Ecol Appl, 6(4): 1150–1172

    Google Scholar 

  • Verburg P H, Schot P P, DijstMJ, Veldkamp A (2004). Land use change modelling: current practice and research priorities. GeoJournal, 61 (4): 309–324

    Google Scholar 

  • Waddell P (2000). A behavioral simulation model for metropolitan policy analysis and planning: residential location and housing market components of UrbanSim. Environ Plan, 27(2): 247–263

    Google Scholar 

  • Wang H, Zhang X L, Skitmore M (2015). Implications for sustainable land use in high-density cities: evidence from Hong Kong. Habitat Int, 50(12): 23–34

    Google Scholar 

  • Wear D N, Bolstad P (1998). Land-use changes in Southern Appalachian Landscapes: spatial analysis and forecast evaluation. Ecosystems (N Y), 1(6): 575–594

    Google Scholar 

  • Xiao J Y, Shen Y J, Ge J F, Tateishi R, Tang C Y, Liang Y Q, Huang Z (2006). Evaluating urban expansion and land use change in Shijiazhuang, China, by using GIS and remote sensing. Landsc Urban Plan, 75(1–2): 69–80

    Google Scholar 

  • Xu J J, Tao W X, Bao G J, Li Z G (2006). Research of differences between areas of influencing factors of metropolitan developed land in China. Econ Geogr, 26(S1): 152–156 (in Chinese)

    Google Scholar 

  • Xu Q, Yang R, Dong Y X, Liu Y X, Qiu L R (2016). The influence of rapid urbanization and land use changes on terrestrial carbon sources/ sinks in Guangzhou, China. Ecol Indic, 70(11): 304–316

    Google Scholar 

  • Yang R, Liu Y S, Long H L (2015). The study on non-agricultural transformation co-evolution characteristics of “population-landindustry”: case study of the Bohai Rim in China. Geogr Res, 34(3): 475–486 (in Chinese)

    Google Scholar 

  • Yuan L L (2005). Analyses of the evolvement and its dynamic mechanism of the spatial structure of urban land in urbanization. Geography and Geo-information Science, 21(3): 51–55 (in Chinese)

    Google Scholar 

  • Zhang B, Pu L J, Huang X J, Zhou Q, LuMM, Li XW (2005). Land use change and driving mechanism research in city region—The Yangtze river delta as an example. Resources and Environment in the Yangtze Basin, 14(1): 28–33 (in Chinese)

    Google Scholar 

  • Zhang X L, Wu Y Z, Shen L Y (2011). An evaluation framework for the sustainability of urban land use: a study of capital cities and municipalities in China. Habitat Int, 35(1): 141–149

    Google Scholar 

  • Zhang Z L (2009). An analysis of driving forces of urban land expansion in Beijing. Econ Geogr, 29(7): 1182–1185 (in Chinese)

    Google Scholar 

  • Zheng H W, Shen G Q, Wang H, Hong J K (2015). Simulating land use change in urban renewal areas: a case study in Hong Kong. Habitat Int, 46(4): 23–34

    Google Scholar 

  • Zhou Y, Huang X J, Chen Y, Zhong T Y, Xu G L, He J L, Xu Y T, Meng H (2017). The effect of land use planning (2006–2020) on construction land growth in China. Cities, 68(8): 37–47

    Google Scholar 

  • Zhu F K, Zhang F R, Li C, Zhu T F (2014). Functional transition of the rural settlement: analysis of land-use differentiation in a transect of Beijing, China. Habitat Int, 41(1): 262–271

    Google Scholar 

Download references

Acknowledgements

This paper is funded by the National Natural Science Foundation of China (Grant Nos. 71603062 and 41401432), the Project of Philosophy and Social Sciences in Guangdong Province (GD14CGL02); the Project of Science and Technology for local universities in Guangzhou City (1201420951); Guangzhou University’s 2017 training program for young top-notch personnel (BJ201723).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shaoying Li.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cui, X., Li, S., Wang, X. et al. Driving factors of urban land growth in Guangzhou and its implications for sustainable development. Front. Earth Sci. 13, 464–477 (2019). https://doi.org/10.1007/s11707-018-0692-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11707-018-0692-1

Keywords

Navigation