An integrated approach to the selection of municipal solid waste landfills through GIS, K-Means and multi-criteria decision analysis.

Selecting the proper site for disposing of solid waste is one of the serious environmental and public health concerns in metropolises. This multifaceted issue encompasses environmental, economic, social, geographical, technical, and legal criteria. Some of these criteria, however, are less influenced by experts' subjective judgments because they display scientific specifications. This study drew on a novel, integrated method for the selection of municipal solid waste (MSW) landfills in the Iranian metropolis, Shiraz; the study relied on the GIS and multi-criteria decision-making methods, which helped to reduce the number of comparisons in collecting experts' opinions, simplified the selection process, and enhanced the assessment method. The method proposed was regulated by DEMATEL and ANP. Primarily 13 criteria were identified in five groups through the Delphi method. Next, using the integrated method, the weight of each criterion was determined and was assigned to the corresponding layer in ArcGIS 10.5. By combining these layers through a fuzzy logic, the sites satisfying the disposal conditions were identified. The sites were then divided into six areas through the k-means clustering algorithm, while MOORA, WASPAS and COPRAS methods were used to discover the best sites based on their priorities. Finally, to confirm the reliability of the results, compare and verify them, and conduct sensitivity analysis on them, 13 scenarios were used.

[1]  Z. Majid,et al.  A Review of GIS-Based and Multi-criteria Evaluation Method for Sustainable Landfill Site Selection Model , 2017 .

[2]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[3]  Mehmet Irfan Yesilnacar,et al.  Site selection for hazardous wastes: A case study from the GAP area, Turkey , 2005 .

[4]  George Wright,et al.  The Delphi technique as a forecasting tool: issues and analysis , 1999 .

[5]  J. MacQueen Some methods for classification and analysis of multivariate observations , 1967 .

[6]  Jess W. Everett,et al.  Landfill Siting Using Geographic Information Systems: A Demonstration , 1996 .

[7]  Olaf Helmer,et al.  Problems in futures research: Delphi and causal cross-impact analysis , 1977 .

[8]  Anil K. Jain Data clustering: 50 years beyond K-means , 2010, Pattern Recognit. Lett..

[9]  Xiaojun Wang,et al.  A two-stage Fuzzy-AHP model for risk assessment of implementing green initiatives in the fashion supply chain , 2012 .

[10]  Edmundas Kazimieras Zavadskas,et al.  The MOORA method and its application to privatization in a transition economy , 2006 .

[11]  F. Curtis,et al.  An environmental assessment procedure for siting solid waste disposal sites , 1985 .

[12]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[13]  Yang Wang,et al.  Site selection for municipal solid waste landfill considering environmental health risks , 2018, Resources, Conservation and Recycling.

[14]  B. T. San,et al.  Geographical information systems (GIS) and Multi-Criteria Decision Analysis (MCDA) integration for sustainable landfill site selection considering dynamic data source , 2019, Bulletin of Engineering Geology and the Environment.

[15]  Martin Mozina,et al.  Orange: data mining toolbox in python , 2013, J. Mach. Learn. Res..

[16]  Gwo-Hshiung Tzeng,et al.  A new hybrid MCDM model combining DANP with VIKOR to improve e-store business , 2013, Knowl. Based Syst..

[17]  Pece V Gorsevski,et al.  Integrating multi-criteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. , 2012, Waste management.

[18]  Mimi Haryani Hassim,et al.  An AHP-Delphi Multi-Criteria Decision Making Model with Application to Environmental Decision-Making , 2011 .

[19]  M. Homaee,et al.  Optimizing landfill site selection by using land classification maps , 2015, Environmental science and pollution research international.

[20]  H. Karimi,et al.  Integrating GIS and multi-criteria decision analysis for landfill site selection, case study: Javanrood County in Iran , 2018, International Journal of Environmental Science and Technology.

[21]  E. Zavadskas,et al.  Optimization of Weighted Aggregated Sum Product Assessment , 2012 .

[22]  Elena Cristina Rada,et al.  Waste mismanagement in developing countries: A case study of environmental contamination , 2017 .

[23]  Guiqin Wang,et al.  Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. , 2009, Journal of environmental management.

[24]  A. Gabus,et al.  World Problems, An Invitation to Further Thought within the Framework of DEMATEL , 1972 .

[25]  Remzi Karagüzel,et al.  Combining AHP with GIS for landfill site selection: a case study in the Lake Beyşehir catchment area (Konya, Turkey). , 2010, Waste management.

[26]  Kuaanan Techato,et al.  Municipal solid waste landfill siting using an integrated GIS-AHP approach: A case study from Songkhla, Thailand , 2019, Resources, Conservation and Recycling.

[27]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .