Skip to main content

Advertisement

Log in

Spatial characteristics of municipal solid waste generation and its influential spatial factors on a city scale: a case study of Xiamen, China

  • ORIGINAL ARTICLE
  • Published:
Journal of Material Cycles and Waste Management Aims and scope Submit manuscript

Abstract

Urban planners require an understanding of the spatial patterns of municipal solid waste generation to design policies for various locales within the city. Many of the previous studies used demographic and socioeconomic factors as the determinants, but few of them focused on the influential spatial factors such as land use and building coverage. In this study, we used global and local spatial autocorrelation tools to reveal the spatial pattern of MSW generation inside an island city in China. Correlation analysis and linear regression were then applied to identify influential factors including population, land use and building coverage. Results showed that (1) there were significant mirror global spatial autocorrelations for MSW quantities and densities; (2) local spatial autocorrelations revealed that the MSW hot spots were concentrated in the early industrial zones and the old downtown; and (3) total and seasonal MSW was predominantly determined by people’s socioeconomic activities better reflected by C&R land or commercial land and vacant land. Different sources of MSW had some distinctive significant influential factors which reflect their differences in socioeconomic activities. We believe that those significant models constructed from the identified influential spatial factors could provide quick, useful and low-cost decision support for MSW management.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. Vergara SE, Tchobanoglous G (2012) Municipal solid waste and the environment: a global perspective. Annu Rev Environ Resour 37:277–310

    Article  Google Scholar 

  2. GPWN (2012) The global garbage crisis: no time to waste. http://new.unep.org/gpwm/News/GPWMconference/tabid/106686/Default.aspx. Accessed 7 Jan 2013

  3. Hoornweg D, Bhada-Tata P (2012) What a waste: a global review of solid waste management. The World Bank. http://go.worldbank.org/BCQEP0TMO0. Accessed 7 Jan 2013

  4. CNBS (2011) China statistical yearbook 2011. China Statistics Press, Beijing

    Google Scholar 

  5. Li RS (2013) Interpretation of suggestion on further strengthening the work of Municipal Solid Waste Treatment (in Chinese). China Architecture & Building Press, Beijing

    Google Scholar 

  6. Pan LY, Lin T, Xiao LS, Zhao Y, Cui SH (2010) Household waste management for a peri-urban area based on analysing greenhouse gas emissions for Jimei District, Xiamen, China. Int J Sust Dev World 17:342–349

    Article  Google Scholar 

  7. Beigl P, Lebersorger S, Salhofer S (2008) Modelling municipal solid waste generation: a review. Waste Manag 28:200–214

    Article  Google Scholar 

  8. Bandara N, Hettiaratchi J, Wirasinghe SC, Pilapiiya S (2007) Relation of waste generation and composition to socio-economic factors: a case study. Environ Monit Assess 135:31–39

    Article  Google Scholar 

  9. Beigl P, Wassermann G, Schneider F, Salhofer S (2004) Forecasting municipal solid waste generation in major European cities. Paper presented at the IEMSs International Conference: Complexity and Integrated Resources Management

  10. Dennison GJ, Dodd VA, Whelan B (1996) A socio-economic based survey of household waste characteristics in the city of Dublin, Ireland. 1. Waste composition. Resour Conserv Recy 17:227–244

    Article  Google Scholar 

  11. Keser S, Duzgun S, Aksoy A (2012) Application of spatial and non-spatial data analysis in determination of the factors that impact municipal solid waste generation rates in Turkey. Waste Manag 32:359–371

    Article  Google Scholar 

  12. Purcell M, Magette WL (2009) Prediction of household and commercial BMW generation according to socio-economic and other factors for the Dublin region. Waste Manag 29:1237–1250

    Article  Google Scholar 

  13. Seco Pon JP, Becherucci ME (2012) Spatial and temporal variations of urban litter in Mar del Plata, the major coastal city of Argentina. Waste Manag 32:343–348

    Article  Google Scholar 

  14. Xiamen Statistics Bureau (2011) Year book of Xiamen Special Economic Zone 2011 (in Chinese). China Statistics Press, Beijing

    Google Scholar 

  15. Lin T, Xue XZ, Shi LY, Gao LJ (2013) Urban spatial expansion and its impacts on island ecosystem services and landscape pattern: a case study of the island city of Xiamen, Southeast China. Ocean Coast Manag 81:90–96

    Article  Google Scholar 

  16. Li XH, Lin T, Zhang GQ, Xiao LS, Zhao QJ, Cui SH (2011) Dynamic analysis of urban spatial expansion and its determinants in Xiamen Island. J Geog Sci 21:503–520

    Article  Google Scholar 

  17. Zhang GQ, Li XQ, Zhao QJ (2010) Resource consumption and city size: a case study of Xiamen and implications for sustainable urbanisation. Int J Sust Dev World 17:350–355

    Article  Google Scholar 

  18. ESRI (2009) ArcGIS Desktop, Version 9.3. Environmental Systems Research Institute, Inc, Redland, CA, USA

  19. Xiamen City Chronicles Edition Board (ed.) (2004) Chronicles of Xiamen City (in Chinese). Chronicle Press, Beijing

  20. Wang JF (2006) Spatial analysis (in Chinese). Science Press, Beijing

    Google Scholar 

  21. IBM (2010) IBM SPSS Statistics for Windows, Version 19.0. International Business Machines Corporation, Armonk, NY, USA

  22. Zhang, GQ (2011) Urban Residential Space Change and its Effect on Commuting: a Case Study of Xiamen under Housing Marketization (in Chinese). Dissertation, Graduate University of Chinese Academy of Sciences, Beijing, China

Download references

Acknowledgments

Thanks for Environmental Sanitation Administration of Xiamen City, Project 41201155, 41201598, 41101551, 41301621 and 41371535 supported by National Natural Science Foundation of China, Project 2010I0014 supported by Fujian Science & Technology Program, and Project 3502Z20111049 supported by Xiamen Science & Technology Program.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tao Lin.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, G., Lin, T., Chen, S. et al. Spatial characteristics of municipal solid waste generation and its influential spatial factors on a city scale: a case study of Xiamen, China. J Mater Cycles Waste Manag 17, 399–409 (2015). https://doi.org/10.1007/s10163-014-0257-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10163-014-0257-7

Keywords

Navigation