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Application of system dynamics modeling for evaluation of different recycling scenarios in Singapore

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Abstract

The influence of socioeconomic factors, such as population and rapid economic growth, and the change of consumption and living patterns make waste management in Singapore, a complex issue. Due to limited land and resources, the solid waste management scheme requires a comprehensive approach. Therefore, system dynamics (SD) modeling was applied to assess alternative strategies for solid waste management by interconnecting landfill capacity and recycling efficiency with reference to the projection on waste generation. Nine different scenarios were investigated to identify the best approach to maintain environmental sustainability without inhibiting the economic growth. Four subsystems (i.e., population, economy, waste recycling, and waste disposal) have been incorporated into the SD model to broaden the effectiveness of the waste management system. Research findings revealed that a high economic pattern and a high recycling rate are recommended to satisfy the requirements for economic growth and environmental sustainability while extending landfill capacity for waste disposal. Even though the balance of expenditure could be increased by the high recycling rate, it meets the need for long-term incineration and landfill planning.

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References

  1. Department of Statistics (2012) Yearbook of statistics. Ministry of Trade and Industry, Singapore

    Google Scholar 

  2. National Environment Agency (NEA) (2012) Annual report. Environmental Protection Division, Singapore

    Google Scholar 

  3. Kollikkathara N, Feng H, Yu D (2010) A system dynamic modeling approach for evaluating municipal solid waste generation, landfill capacity and related cost management issues. Waste Manag 30:2194–2203

    Article  Google Scholar 

  4. Dyson B, Chang NB (2005) Forecasting municipal solid waste generation in a fast-growing urban region with system dynamics modeling. Waste Manag 25:669–679

    Article  Google Scholar 

  5. Zhang D, Keat TS, Gersberg RM (2010) A comparison of municipal solid waste management in Berlin and Singapore. Waste Manag 30:921–933

    Article  Google Scholar 

  6. Chaerul M, Tanaka M, Shekdar A (2008) A system dynamics approach for hospital waste management. Waste Manag 28:442–449

    Article  Google Scholar 

  7. Gregoriades A, Karakostas B (2004) Unifying business objects and system dynamics as a paradigm for developing decision support systems. Decis Support Syst 37:307–311

    Article  Google Scholar 

  8. Saysel AK, Barlas Y (2001) A dynamic model of salinization on irrigated lands. Ecol Model 139:177–199

    Article  Google Scholar 

  9. Shi T, Gill R (2005) Developing effective policies for the sustainable development of ecological agriculture in China: the case study of Jinshan County with a systems dynamics model. Ecol Econ 53:223–246

    Article  Google Scholar 

  10. Wei S, Yang H, Song J, Abbaspour KC, Xu Z (2012) System dynamics simulation model for assessing socio-economic impacts of different levels of environmental flow allocation in the Weihe River Basin, China. Eur J Oper Res 221:248–262

    Article  MATH  Google Scholar 

  11. Li FJ, Dong SC, Li F (2012) A system dynamics model for analyzing the eco-agriculture system with policy recommendations. Ecol Model 227:34–45

    Article  Google Scholar 

  12. Thompson BP, Bank LC (2010) Use of system dynamics as a decision-making tool in building design and operation. Build Environ 45:1006–1015

    Article  Google Scholar 

  13. Karavezyris V, Timpe KP, Marzi R (2002) Application of system dynamics and fuzzy logic to forecasting of municipal solid waste. Math Comput Simul 60:149–158

    Article  MathSciNet  MATH  Google Scholar 

  14. Guneralp B, Barlas Y (2003) Dynamic modelling of a shallow freshwater lake for ecological and economic sustainability. Ecol Model 167:115–138

    Article  Google Scholar 

  15. Stave KA (2003) A system dynamics model to facilitate public understanding of water management options in Las Vegas, Nevada. J Environ Manag 67:303–313

    Article  Google Scholar 

  16. Anand S, Vrat P, Dahiya RP (2006) Application of a system dynamics approach for assessment and mitigation of CO2 emissions from the cement industry. J Environ Manag 79:383–398

    Article  Google Scholar 

  17. Guan D, Gao W, Su W, Li H, Hokao K (2011) Modeling and dynamic assessment of urban economy–resource–environment system with a coupled system dynamics—geographic information system model. Ecol Indic 11:1333–1344

    Article  Google Scholar 

  18. Rehan R, Knight MA, Hass CT, Unger AJA (2011) Application of system dynamics for developing financially self-sustaining management policies for water and wastewater system. Water Res 45:4737–4750

    Article  Google Scholar 

  19. Long F, Song B, Wang QH, Xia XF, Xue LL (2012) Scenarios simulation on municipal plastic waste generation of different functional areas of Beijing. J Mater Cycles Waste 14:250–258

    Article  Google Scholar 

  20. Singapore Green Plan (SGP) (2012) Ministry of the Environment and Water Resources, Singapore

  21. Mohapatra PKJ, Mandal P, Bora MC (1994) Introduction to system dynamics modeling. Orient Longman, Hyderabad

    Google Scholar 

  22. Bai R, Sutanto M (2002) The practice and challenges of solid waste management in Singapore. Waste Manag 22:557–567

    Article  Google Scholar 

  23. Zhao W, Ren H, Rotter VA (2011) A system dynamics model for evaluating the alternative of type in construction and demolition waste recycling center—the case of Chongqing, China. Resour Conserv Recyl 55:933–944

    Article  Google Scholar 

  24. Dace E, Bazbauers G, Berzina A, Davidsen PI (2014) System dynamics model for analyzing effects of eco-design policy on packaging waste management system. Resour Conserv Recyl 87:175–190

    Article  Google Scholar 

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Correspondence to Apostolos Giannis.

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Giannis, A., Chen, M., Yin, K. et al. Application of system dynamics modeling for evaluation of different recycling scenarios in Singapore. J Mater Cycles Waste Manag 19, 1177–1185 (2017). https://doi.org/10.1007/s10163-016-0503-2

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  • DOI: https://doi.org/10.1007/s10163-016-0503-2

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