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Published in: Environmental Earth Sciences 1/2012

01-09-2012 | Original Article

Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems

Authors: Katerina R. Donevska, Pece V. Gorsevski, Milorad Jovanovski, Igor Peševski

Published in: Environmental Earth Sciences | Issue 1/2012

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Abstract

This study presents a geographic information systems-based multi-criteria site selection of non-hazardous regional landfill in Polog Region, Macedonia. The multi-criteria decision framework integrates legal requirements and physical constraints that relate to environmental and economic concerns and builds a hierarchy model for landfill suitability. The methodology is used for preliminary assessment of the most suitable landfill sites by combining fuzzy set theory and analytic hierarchy process (AHP). The fuzzy set theory is used to standardize criteria using different fuzzy membership functions while the AHP is used to establish the relative importance of the criteria. The AHP makes pairwise comparisons of relative importance between hierarchy elements grouped by environmental and economic decision criteria. The landfill suitability is achieved by applying weighted linear combination that uses a comparison matrix to aggregate different importance scenarios associated with environmental and economic objectives. The results from the study suggested that a least suitable landfill area of 1.0% from the total is generated when environmental and economic objectives are valued equally while a most suitable landfill area of 1.8% area is generated when the economic objective is valued higher. Such results are aimed for enhancement of regional landfill site selection in the country that is compliant with modern EU standards.

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Literature
go back to reference Al-Jarrah O, Abu-Qdais H (2006) Municipal solid waste landfill siting using intelligent system. Waste Manag 26:299–306CrossRef Al-Jarrah O, Abu-Qdais H (2006) Municipal solid waste landfill siting using intelligent system. Waste Manag 26:299–306CrossRef
go back to reference Chang NB, Parvathinathan G, Breedenc JB (2008) Combining GIS with fuzzy multicriteria decision-making for landfill siting in a fast-growing urban region. J Environ Manag 87:139–153CrossRef Chang NB, Parvathinathan G, Breedenc JB (2008) Combining GIS with fuzzy multicriteria decision-making for landfill siting in a fast-growing urban region. J Environ Manag 87:139–153CrossRef
go back to reference Donevska K, Jovanovski M, Papich J (2007) Site selection for non hazardous regional landfill in the Polog Region. In: 10th international symposium on water management and hydraulic engineering, Dubrovnik, Croatia Donevska K, Jovanovski M, Papich J (2007) Site selection for non hazardous regional landfill in the Polog Region. In: 10th international symposium on water management and hydraulic engineering, Dubrovnik, Croatia
go back to reference Ekmekçioğlu M, Kaya T, Kahraman C (2010) Fuzzy multicriteria disposal method and site selection for municipal solid waste. Waste Manag 30:1729–1736CrossRef Ekmekçioğlu M, Kaya T, Kahraman C (2010) Fuzzy multicriteria disposal method and site selection for municipal solid waste. Waste Manag 30:1729–1736CrossRef
go back to reference EU Council (1999) Council Directive 1999/31/EC of 26 April 1999 on the landfill of waste. Off J Eur Communities 16/07/1999, L182/1–19 EU Council (1999) Council Directive 1999/31/EC of 26 April 1999 on the landfill of waste. Off J Eur Communities 16/07/1999, L182/1–19
go back to reference Gemitzi A, Tsihrintzis VA, Voudrias E, Petalas C, Stavrodimos G (2007) Combining geographic information system, multi criteria evaluation techniques and fuzzy logic in siting MSW landfills. Environ Geol 51:797–811 Gemitzi A, Tsihrintzis VA, Voudrias E, Petalas C, Stavrodimos G (2007) Combining geographic information system, multi criteria evaluation techniques and fuzzy logic in siting MSW landfills. Environ Geol 51:797–811
go back to reference Geneletti D (2010) Combining stakeholder analysis and spatial multicriteria evaluation to select and rank inert landfill sites. Waste Manag 30:328–337CrossRef Geneletti D (2010) Combining stakeholder analysis and spatial multicriteria evaluation to select and rank inert landfill sites. Waste Manag 30:328–337CrossRef
go back to reference Gorsevski PV, Jankowski P (2010) An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter. Comput Geosci 36:1005–1020CrossRef Gorsevski PV, Jankowski P (2010) An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter. Comput Geosci 36:1005–1020CrossRef
go back to reference Gorsevski PV, Gessler PE, Jankowski P (2003) Integrating a fuzzy k-means classification and a Bayesian approach for spatial prediction of landslide hazard. J Geogr Syst 5:223–251CrossRef Gorsevski PV, Gessler PE, Jankowski P (2003) Integrating a fuzzy k-means classification and a Bayesian approach for spatial prediction of landslide hazard. J Geogr Syst 5:223–251CrossRef
go back to reference Gorsevski PV, Jankowski P, Gessler PE (2006) An heuristic approach for mapping landslide hazard by integrating fuzzy logic with analytic hierarchy process. Control Cybern 35:121–146 Gorsevski PV, Jankowski P, Gessler PE (2006) An heuristic approach for mapping landslide hazard by integrating fuzzy logic with analytic hierarchy process. Control Cybern 35:121–146
go back to reference Gorsevski PV, Donevska KR, Mitrovski C, Frizado JP (2012) Integrating multi-criteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. Waste Manag 32(2):287–296 Gorsevski PV, Donevska KR, Mitrovski C, Frizado JP (2012) Integrating multi-criteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. Waste Manag 32(2):287–296
go back to reference Government of the Republic of Macedonia (GRM) (2008) Waste management strategy of the Republic of Macedonia (2008–2020), Skopje Government of the Republic of Macedonia (GRM) (2008) Waste management strategy of the Republic of Macedonia (2008–2020), Skopje
go back to reference Government of the Republic of Macedonia (GRM) (2009) Decree on General Requirements for all Classes of Landfills, Official Gazette of the Republic of Macedonia No 78/2009, Skopje Government of the Republic of Macedonia (GRM) (2009) Decree on General Requirements for all Classes of Landfills, Official Gazette of the Republic of Macedonia No 78/2009, Skopje
go back to reference Guiqin W, Li Q, Guoxue L, Lijun C (2009) Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. J Environ Manag 90:2414–2421CrossRef Guiqin W, Li Q, Guoxue L, Lijun C (2009) Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. J Environ Manag 90:2414–2421CrossRef
go back to reference Gupta R, Kewalramaniz MA, Ralegaonkar RV (2003) Environmental impact analysis using fuzzy relation for landfill siting. J Urban Plan Dev 129:121–139CrossRef Gupta R, Kewalramaniz MA, Ralegaonkar RV (2003) Environmental impact analysis using fuzzy relation for landfill siting. J Urban Plan Dev 129:121–139CrossRef
go back to reference Higgs G (2006) Integrating multi-criteria techniques with geographical information systems in waste facility location to enhance public participation. Waste Manag Res 24:105–117CrossRef Higgs G (2006) Integrating multi-criteria techniques with geographical information systems in waste facility location to enhance public participation. Waste Manag Res 24:105–117CrossRef
go back to reference Hostovsky C (2000) Integrating planning theory and waste management. An annotated bibliography. J Plan Lit 15:305–332CrossRef Hostovsky C (2000) Integrating planning theory and waste management. An annotated bibliography. J Plan Lit 15:305–332CrossRef
go back to reference Jiang H, Eastman RJ (2000) Application of fuzzy measures in multi-criteria evaluation in GIS. Int J Geogr Inf Sci 14:173–184CrossRef Jiang H, Eastman RJ (2000) Application of fuzzy measures in multi-criteria evaluation in GIS. Int J Geogr Inf Sci 14:173–184CrossRef
go back to reference Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province, Iran. Environ Earth Sci. doi:10.1007/s12665-011-1023-y Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province, Iran. Environ Earth Sci. doi:10.​1007/​s12665-011-1023-y
go back to reference Li YP, Huang GH, Huang YF, Zhou HD (2009) A multistage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management. Environ Model Softw 24(7):786–797CrossRef Li YP, Huang GH, Huang YF, Zhou HD (2009) A multistage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management. Environ Model Softw 24(7):786–797CrossRef
go back to reference Lin HY, Kao JJ (1999) Enhanced spatial model for landfill siting analysis. J Environ Eng ASCE 125:845–851CrossRef Lin HY, Kao JJ (1999) Enhanced spatial model for landfill siting analysis. J Environ Eng ASCE 125:845–851CrossRef
go back to reference Mahini AS, Gholamalifard M (2006) Siting MSW landfills with a weighted linear combination (WLC) methodology in a GIS environment. Int J Environ Sci Technol 3:435–445 Mahini AS, Gholamalifard M (2006) Siting MSW landfills with a weighted linear combination (WLC) methodology in a GIS environment. Int J Environ Sci Technol 3:435–445
go back to reference Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York
go back to reference Ministry of Environment and Physical Planning of the Republic of Macedonia (MoEPP) (2005) National waste management plan 2006–2012, Skopje Ministry of Environment and Physical Planning of the Republic of Macedonia (MoEPP) (2005) National waste management plan 2006–2012, Skopje
go back to reference Ministry of Environment and Physical Planning of the Republic of Macedonia (MoEPP) (2008) National waste management plan 2009–2015, Skopje Ministry of Environment and Physical Planning of the Republic of Macedonia (MoEPP) (2008) National waste management plan 2009–2015, Skopje
go back to reference Ministry of Environment and Physical Planning of the Republic of Macedonia, Public Enterprise for Spatial and Urban Plans (MoEPP) (2001) Spatial plan for protection zones of Spring Rasche (general plan), Skopje Ministry of Environment and Physical Planning of the Republic of Macedonia, Public Enterprise for Spatial and Urban Plans (MoEPP) (2001) Spatial plan for protection zones of Spring Rasche (general plan), Skopje
go back to reference Moeinaddini M, Khorasani N, Danehkar A, Darvishsefat AA, Zienalyan M (2010) Siting MSW landfill using weighted linear combination and analytical hierarchy process (AHP) methodology in GIS environment (case study: Karaj). Waste Manag 30:912–920CrossRef Moeinaddini M, Khorasani N, Danehkar A, Darvishsefat AA, Zienalyan M (2010) Siting MSW landfill using weighted linear combination and analytical hierarchy process (AHP) methodology in GIS environment (case study: Karaj). Waste Manag 30:912–920CrossRef
go back to reference Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York Saaty TL (1980) The analytic hierarchy process. McGraw-Hill, New York
go back to reference Sener B, Süzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388 Sener B, Süzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388
go back to reference Şener S, Şener E, Nas B, Karaguzel R (2010) Combining AHP with GIS for landfill site selection: a case study in the Lake Beysehir catchment area (Konya, Turkey). Waste Manag 30:2037–2046CrossRef Şener S, Şener E, Nas B, Karaguzel R (2010) Combining AHP with GIS for landfill site selection: a case study in the Lake Beysehir catchment area (Konya, Turkey). Waste Manag 30:2037–2046CrossRef
go back to reference Şener S, Sener E, Karagüzel R (2011) Solid waste disposal site selection with GIS and AHP methodology: a case study in Senirkent–Uluborlu (Isparta) Basin, Turkey. Environ Monit Assess 173:533–554. doi:10.1007/s10661-010-1403-x CrossRef Şener S, Sener E, Karagüzel R (2011) Solid waste disposal site selection with GIS and AHP methodology: a case study in Senirkent–Uluborlu (Isparta) Basin, Turkey. Environ Monit Assess 173:533–554. doi:10.​1007/​s10661-010-1403-x CrossRef
go back to reference Sharifi M, Hadidi M, Vessali E, Mosstafakhani P, Taheri K, Shahoie S, Khodamoradpour M (2009) Integrating multi-criteria decision analysis for a GIS-based hazardous waste landfill sitting in Kurdistan Province, Western Iran. Waste Manag 29:2740–2758CrossRef Sharifi M, Hadidi M, Vessali E, Mosstafakhani P, Taheri K, Shahoie S, Khodamoradpour M (2009) Integrating multi-criteria decision analysis for a GIS-based hazardous waste landfill sitting in Kurdistan Province, Western Iran. Waste Manag 29:2740–2758CrossRef
go back to reference Siddiqui M, Everett JM, Vieux BE (1996) Landfill siting using Geographic Information Systems: a demonstration. J Environ Eng 122:515–523CrossRef Siddiqui M, Everett JM, Vieux BE (1996) Landfill siting using Geographic Information Systems: a demonstration. J Environ Eng 122:515–523CrossRef
go back to reference Voogd H (1983) Multi-criteria evaluations for urban and regional planning. Pion, London Voogd H (1983) Multi-criteria evaluations for urban and regional planning. Pion, London
go back to reference Zamorano M, Molero E, Hurtado A, Grindlay A, Ramos A (2008) Evaluation of a municipal landfill site in Southern Spain with GIS-aided methodology. J Hazard Mater 160:473–481CrossRef Zamorano M, Molero E, Hurtado A, Grindlay A, Ramos A (2008) Evaluation of a municipal landfill site in Southern Spain with GIS-aided methodology. J Hazard Mater 160:473–481CrossRef
Metadata
Title
Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems
Authors
Katerina R. Donevska
Pece V. Gorsevski
Milorad Jovanovski
Igor Peševski
Publication date
01-09-2012
Publisher
Springer-Verlag
Published in
Environmental Earth Sciences / Issue 1/2012
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-011-1485-y

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