Integrating approach to size and site at a sanitary landfill in Selangor state, Malaysia

다국어 초록 (Multilingual Abstract)

Solid waste production increases due to population and consumption increments. Landfill is the ultimate destination for all kinds of municipal solid waste; and is the most convenient waste disposal method in developing countries. To minimize investment and operational costs and society’s opposition towards locating landfills nearby, proper landfill sizing and siting are essential. In this study, solid waste forecasting using Autoregressive Integrating Moving Average (ARIMA) was integrated with government future plans and waste composition to estimate the required landfill area for the state of Selangor, Malaysia. Landfill siting criteria were then prioritized based on expert’s preferences. To minimize ambiguity and the uncertainty of the criteria prioritizing process, the expert’s preferences were treated using integrated Median Ranked Sample Set (MRSS) and Analytic Hierarchy Process (AHP) models. The results show that the required landfill area is 342 hectares and the environmental criteria are the most important; with a priority equal to 48%.

참고문헌 (Reference)

1 Anifowose Y, "Waste disposal site selection using remote sensing and GIS: a study of akure and its environs, Southwest-Nigeria" 526-533, 2012

2 Al-Hanbali A, "Using GIS-based weighted linear combination analysis and remote sensing techniques to select optimum solid waste disposal sites within Mafraq City, Jordan" 3 : 267-, 2011

3 Al-Hanbali A, "Using GIS-Based Weighted Linear Combination Analysis and Remote Sensing Techniques to Select Optimum Solid Waste Disposal Sites within Mafraq City, Jordan" 3 : 267-278, 2011

4 Younes MK, "Use of a Combination of MRSS-ANP for Making an Innovative Landfill Siting Decision Model" 501 : 381926-, 2015

5 Fauziah S, "Trends in sustainable landfilling in Malaysia, a developing country" 30 : 656-663, 2012

6 Akil A, "Towards sustainable solid waste management:Investigating household participation in solid waste management" 18 : 012163-, 2014

7 Navarro-Esbrı J, "Time series analysis and forecasting techniques for municipal solid waste management" 35 : 201-214, 2002

8 Murray R, "The use of ranked set sampling in spray deposit assessment" 57 : 141-146, 2000

9 Demesouka O, "Suitability analysis for siting MSW landfills and its multicriteria spatial decision support system: Method, implementation and case study" 33 : 1190-1206, 2013

10 Reed MS, "Stakeholder participation for environmental management:a literature review" 141 : 2417-2431, 2008

11 Ahmad SZ, "Spatial effect of new municipal solid waste landfill siting using different guidelines" 32 : 24-33, 2014

12 Wolfe DA, "Ranked set sampling: its relevance and impact on statistical inference. ISRN Probab. Statist. 2012"

13 Deshpande JV, "Ranked set sampling for environmental studies" Indian Institute of Science Education and Research 1-36, 2013

14 Chung SS, "Projecting municipal solid waste: The case of Hong Kong SAR" 54 : 759-768, 2010

15 Ibrahim K, "On Comparison of Some Variation of Ranked Set Sampling" 40 : 397-401, 2011

16 Yesilnacar MI, "Municipal solid waste landfill site selection for the city of Şanliurfa-Turkey: an example using MCDA integrated with GIS" 5 : 147-164, 2012

17 Afzali A, "Municipal landfill site selection for Isfahan City by use of fuzzy logic and analytic hierarchy process" 8 : 11-15, 2011

18 Agamuthu P, "Municipal Solid Waste Management in Asia and the Pacific Islands" Springer 195-232, 2014

19 Huang IB, "Multi-criteria decision analysis in environmental sciences: Ten years of applications and trends" 409 : 3578-3594, 2011

20 Beigl P, "Modelling municipal solid waste generation: A review" 28 : 200-214, 2008

21 Aydi A, "Minimization of environmental risk of landfill site using fuzzy logic, analytical hierarchy process, and weighted linear combination methodology in a geographic information system environment" 68 : 1375-1389, 2013

22 Younes MK, "Medium term municipal solid waste generation prediction by autoregressive integrated moving average" 1613 : 427-435, 2014

23 Nadi B, "Managing of urban solid waste by geoinformatics technology" 1 : 70-80, 2010

24 Younes M, "Investigation of Solid Waste Characterization, Composition and Generation Using Management of Environmental Systems in Zarqa, Jordan" 25 : 9523-9526, 2013

25 Koroneos CJ, "Integrated solid waste management and energy production-a life cycle assessment approach: the case study of the city of Thessaloniki" 27 : 141-150, 2012

26 Hossain S, "Hypothesis tests on the scale parameter using median ranked set sampling" 66 : 415-434, 2006

27 Vasiljević TZ, "GIS and the analytic hierarchy process for regional landfill site selection in transitional countries: a case study from Serbia" 49 : 445-458, 2012

28 Makridakis S, "Forecasting methods and applications" John Wiley & Sons 2008

29 Agamuthu P, "Evolution of solid waste management in Malaysia: impacts and implications of the solid waste bill, 2007" 11 : 96-103, 2009

30 Tarmudi Z, "Evaluating municipal solid waste disposal options by AHP-based linguistic variable weight" 26 : 1-14, 2010

31 Ibrahim K, "Estimating the population mean using stratified median ranked set sampling" 4 : 2341-2354, 2010

32 Unnikrishnan S, "Energy recovery in solid waste management through CDM in India and other countries" 54 : 630-640, 2010

33 Cho HS, "Effect of quantity and composition of waste on the prediction of annual methane potential from landfills" 109 : 86-92, 2012

34 Johari A, "Economic and environmental benefits of landfill gas from municipal solid waste in Malaysia" 16 : 2907-2912, 2012

35 Department of Environment, "EIA Guidelines for Development of Solid Waste Sanitary Landfill" Ministry of Natural Resources and Environment 2012

36 Seok Lim J, "Does size really matter? Landfill scale impacts on property values" 14 : 719-723, 2007

37 Alonso JA, "Consistency in the analytic hierarchy process: a new approach" 14 : 445-459, 2006

38 Holman N, "Community participation: using social network analysis to improve developmental benefits" 26 : 525-, 2008

39 Geneletti D, "Combining stakeholder analysis and spatial multicriteria evaluation to select and rank inert landfill sites" 30 : 328-337, 2010

40 Şener Ş, "Combining AHP with GIS for landfill site selection: a case study in the Lake Beyşehir catchment area (Konya, Turkey)" 30 : 2037-2046, 2010

41 Agamuthu P, "Challenges and issues in moving towards sustainable landfilling in a transitory country-Malaysia" 29 : 13-19, 2011

42 Ismail SN, "Assessing Environmental Impacts and Siting consideration for Landfill in Developing Countries: A Case Study of Malaysia" Univ. of East Anglia 2011

43 T.M.J.A. Cooray, "Applied Time Series Analysis and Forecasting" Alpha Science International Ltd 2008

44 Rimaitytė I, "Application and evaluation of forecasting methods for municipal solid waste generation in an eastern-European city" 30 : 89-98, 2012

45 Kushwah SPS, "Analysis and Comparison of Efficient Techniques of Clustering Algorithms in Data Mining" 1 : 2278-3075, 2012

46 Tarmudi Z, "An overview of municipal solid wastes generation in Malaysia" 51 : 1-15, 2012

47 Husby CE, "An application of ranked set sampling for mean and median estimation using USDA crop production data" 10 : 354-373, 2005

48 Anderson D, "An Introduction to Management Science: Quantitative Approaches to Decision Making. 13th ed" South-Western Cengage Learning 2011

49 El-Shafie A, "Adaptive neuro-fuzzy inference system based model for rainfall forecasting in Klang River, Malaysia" 6 : 2875-2888, 2011

50 Khashei M, "A novel hybridization of artificial neural networks and ARIMA models for time series forecasting" 11 : 2664-2675, 2011

51 Tarmudi Z, "A new fuzzy multi-criteria decision making approach for municipal solid waste disposal options" 4 : 20-37, 2009

52 Luyet V, "A framework to implement Stakeholder participation in environmental projects" 111 : 213-219, 2012