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Erschienen in: Environmental Earth Sciences 5/2013

01.03.2013 | Original Article

Minimization of environmental risk of landfill site using fuzzy logic, analytical hierarchy process, and weighted linear combination methodology in a geographic information system environment

verfasst von: Abdelwaheb Aydi, Moncef Zairi, Hamed Ben Dhia

Erschienen in: Environmental Earth Sciences | Ausgabe 5/2013

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Abstract

This paper presents a GIS-based multi-criteria site selection for municipal solid waste landfilling in Ariana Region, Tunisia. Based on the regional characteristics, literature related to disposal sites and waste management, local expert, data availability and assessments via questionnaires, 15 constraints, and 5 factors were built in the hierarchical structure for landfill suitability by multi-criteria evaluation. The factors are divided into environmental and socio-economic groups. The methodology is used for preliminary assessment of the 20-year most useful lifetime suitable landfilling sites by combining fuzzy set theory, weighted linear combination (WLC) and analytic hierarchy process (AHP) in a GIS environment. The criteria standardization is undertaken by application of different fuzzy membership functions. The fuzzy membership functions shape and their control points are chosen through assessment of expert opinion. The weightings of each selection criterion are assigned depending on the relative importance using the AHP methodology. The WLC approach is applied for alternative landfill sites prioritization. The results of this study showed five potential candidate sites, which are generated when the environmental factors are valued higher than socio-economic factors. These sites are ranked in descending order using the ELECTRE III method. However, the final decision will require further detailed geotechnical and hydrogeological analyses toward the protection of groundwater as well as surface water.

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Literatur
Zurück zum Zitat Abu-Qdais M, Abu-Qudais HA (2000) Energy content of municipal solid waste in Jordan and its potential utilization. Energy Convers Manag 41(9):983–991CrossRef Abu-Qdais M, Abu-Qudais HA (2000) Energy content of municipal solid waste in Jordan and its potential utilization. Energy Convers Manag 41(9):983–991CrossRef
Zurück zum Zitat Akbari V, Rajabi MA, Chavoshi SH, Shams R (2008) Landfill site selection by combining GIS and Fuzzy multi-criteria decisions analysis, case study: Bandar Abbs, Iran. World Appl Sci J 3(1):39–47 Akbari V, Rajabi MA, Chavoshi SH, Shams R (2008) Landfill site selection by combining GIS and Fuzzy multi-criteria decisions analysis, case study: Bandar Abbs, Iran. World Appl Sci J 3(1):39–47
Zurück zum Zitat 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
Zurück zum Zitat Aouadhi H, Ben Settela M (2006) Modes et Plans de Gestion des Déchets Ménagers dans le Grand Tunis. Projet de Fin d’étude. Institut Supérieur des Technologies de l’Environnement de l’Urbanisme & du Bâtiment Aouadhi H, Ben Settela M (2006) Modes et Plans de Gestion des Déchets Ménagers dans le Grand Tunis. Projet de Fin d’étude. Institut Supérieur des Technologies de l’Environnement de l’Urbanisme & du Bâtiment
Zurück zum Zitat Baban SMJ, Flannagan J (1998) Developing and implementing GIS-assisted constraints criteria for planning landfill sites in the UK. Planning Pract Res 13:139–151CrossRef Baban SMJ, Flannagan J (1998) Developing and implementing GIS-assisted constraints criteria for planning landfill sites in the UK. Planning Pract Res 13:139–151CrossRef
Zurück zum Zitat Chang NB, Parvathinathan G, Breedenc JB (2008) Combining GIS with fuzzy multi-criteria 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 multi-criteria decision-making for landfill siting in a fast-growing urban region. J Environ Manag 87:139–153CrossRef
Zurück zum Zitat Dikshit AK, Padmavathi T, Das RK (2000) Locating potential landfill sites using geographic information systems. J Environ Syst 28:43–54CrossRef Dikshit AK, Padmavathi T, Das RK (2000) Locating potential landfill sites using geographic information systems. J Environ Syst 28:43–54CrossRef
Zurück zum Zitat Donevska KR, Gorsevski PV, Jovanovski M, Pesevski I (2011) Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems. Environ Earth Sci. doi:10.1007/s12665-011-1485-y Donevska KR, Gorsevski PV, Jovanovski M, Pesevski I (2011) Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems. Environ Earth Sci. doi:10.​1007/​s12665-011-1485-y
Zurück zum Zitat Eastman RJ (2001) Guide to GIS and image processing, vol 2. Clark University, USA Eastman RJ (2001) Guide to GIS and image processing, vol 2. Clark University, USA
Zurück zum Zitat Eastman JR, Kyem PAK, Toledano J (1993) A procedure for multiobjective decision making in GIS under conditions of conflicting objectives. In: Proceedings of European conference on geographical information systems, EGIS’93. EGIS Foundation, Utrecht, pp 438–448 Eastman JR, Kyem PAK, Toledano J (1993) A procedure for multiobjective decision making in GIS under conditions of conflicting objectives. In: Proceedings of European conference on geographical information systems, EGIS’93. EGIS Foundation, Utrecht, pp 438–448
Zurück zum Zitat Gemitzi A, Tsihrintzis VA, Christou O, Petalas C (2007) Use of GIS in siting stabilization pond facilities for domestic wastewater treatment. J Environ Manag 82(2):155–166CrossRef Gemitzi A, Tsihrintzis VA, Christou O, Petalas C (2007) Use of GIS in siting stabilization pond facilities for domestic wastewater treatment. J Environ Manag 82(2):155–166CrossRef
Zurück zum Zitat 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):287–296CrossRef 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):287–296CrossRef
Zurück zum Zitat 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
Zurück zum Zitat Hasan MR, Tetsuo K, Islam AS (2009) Landfill demand and allocation for municipal solid waste disposal in Dhaka city—an assessment in a GIS environment. J Civil Eng 37(2):133–149 Hasan MR, Tetsuo K, Islam AS (2009) Landfill demand and allocation for municipal solid waste disposal in Dhaka city—an assessment in a GIS environment. J Civil Eng 37(2):133–149
Zurück zum Zitat Hobbs BF, Meier P (2000) Energy decisions and the environment: a guide to the use of multi-criteria methods. Kluwer, Boston (MA)CrossRef Hobbs BF, Meier P (2000) Energy decisions and the environment: a guide to the use of multi-criteria methods. Kluwer, Boston (MA)CrossRef
Zurück zum Zitat Hokkanen J, Salminen P (1997) Choosing a solid waste management system using multi-criteria decision analysis. Eur J Oper Res 98:19–36CrossRef Hokkanen J, Salminen P (1997) Choosing a solid waste management system using multi-criteria decision analysis. Eur J Oper Res 98:19–36CrossRef
Zurück zum Zitat Jaramillo J (2003) Guidelines for the design, construction and operation of manual sanitary landfills. A solution for the final disposal of municipal solid wastes in small communities. Universidad de Antioquia, Colombia Jaramillo J (2003) Guidelines for the design, construction and operation of manual sanitary landfills. A solution for the final disposal of municipal solid wastes in small communities. Universidad de Antioquia, Colombia
Zurück zum Zitat Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province, Iran. Environ Earth Sci 64(7):1763–1776CrossRef Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province, Iran. Environ Earth Sci 64(7):1763–1776CrossRef
Zurück zum Zitat Kontos TD, Komilis DP, Halvadakis CP (2003) Siting MSW landfills on Lesvos island with a GIS-based methodology. Waste Manag Res 21(3):262–278CrossRef Kontos TD, Komilis DP, Halvadakis CP (2003) Siting MSW landfills on Lesvos island with a GIS-based methodology. Waste Manag Res 21(3):262–278CrossRef
Zurück zum Zitat Kontos TD, Komilis DP, Halvadakis CP (2005) Siting MSW landfills with a spatial multiple criteria analysis methodology. Waste Manag (Oxford) 25:818–832CrossRef Kontos TD, Komilis DP, Halvadakis CP (2005) Siting MSW landfills with a spatial multiple criteria analysis methodology. Waste Manag (Oxford) 25:818–832CrossRef
Zurück zum Zitat Lin HY, Kao JJ (1999) Enhanced spatial model for landfill siting analysis. J Environ Eng 125(9):845–851CrossRef Lin HY, Kao JJ (1999) Enhanced spatial model for landfill siting analysis. J Environ Eng 125(9):845–851CrossRef
Zurück zum Zitat Mahini AS, Gholamalifard M (2006) Siting MSW landfills with a weighted linear combination methodology in a GIS environment. Int J Environ Sci Technol 3(4):435–445 Mahini AS, Gholamalifard M (2006) Siting MSW landfills with a weighted linear combination methodology in a GIS environment. Int J Environ Sci Technol 3(4):435–445
Zurück zum Zitat 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(5):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(5):912–920CrossRef
Zurück zum Zitat Nagar BB, Mizra UK (2002) Hydrogeological environmental assessment of sanitary landfill project at Jammu City, India. Green J 17(8):223–245 Nagar BB, Mizra UK (2002) Hydrogeological environmental assessment of sanitary landfill project at Jammu City, India. Green J 17(8):223–245
Zurück zum Zitat Nas B, Cay T, Iscan F, Berktay A (2010) Selection of MSW landfill site for Konya, Turkey using GIS and multi-criteria evaluation. Environ Monit Assess 160(1–4):491–500CrossRef Nas B, Cay T, Iscan F, Berktay A (2010) Selection of MSW landfill site for Konya, Turkey using GIS and multi-criteria evaluation. Environ Monit Assess 160(1–4):491–500CrossRef
Zurück zum Zitat Nazari A, Salarirad MM, Bazzari Aghajani A (2012) Landfill site selection by decision-making tools based on fuzzy multi-attribute. Environ Earth Sci 65(6):1631–1642CrossRef Nazari A, Salarirad MM, Bazzari Aghajani A (2012) Landfill site selection by decision-making tools based on fuzzy multi-attribute. Environ Earth Sci 65(6):1631–1642CrossRef
Zurück zum Zitat Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–281CrossRef Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–281CrossRef
Zurück zum Zitat Saaty TL (1980) The analytical hierarchy process. McGraw Hill, New York Saaty TL (1980) The analytical hierarchy process. McGraw Hill, New York
Zurück zum Zitat Sahnoun H, Serbaji MM, Karray B, Medhioub K (2011) GIS and multi-criteria analysis to select potential sites of agro-industrial complex. Environ Earth Sci. doi:10.1007/s12665-011-1471-4 Sahnoun H, Serbaji MM, Karray B, Medhioub K (2011) GIS and multi-criteria analysis to select potential sites of agro-industrial complex. Environ Earth Sci. doi:10.​1007/​s12665-011-1471-4
Zurück zum Zitat Saidi N, Cherif M, Jedidi N, Mahrouk M, Fumio M, Boudabous A, Hassen A (2008) Evolution of biochemical parameters during composting of various wastes compost. Am J Environ Sci 4(4):332–341CrossRef Saidi N, Cherif M, Jedidi N, Mahrouk M, Fumio M, Boudabous A, Hassen A (2008) Evolution of biochemical parameters during composting of various wastes compost. Am J Environ Sci 4(4):332–341CrossRef
Zurück zum Zitat Sener B, Süzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388CrossRef Sener B, Süzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388CrossRef
Zurück zum Zitat Shabou R, Zairi M, Kallel A, Neji J, Ben Dhia H (2009) GIS and multi-criteria analysis for OMW disposal site choice. Waste Resour Manag 162(2):99–108 Shabou R, Zairi M, Kallel A, Neji J, Ben Dhia H (2009) GIS and multi-criteria analysis for OMW disposal site choice. Waste Resour Manag 162(2):99–108
Zurück zum Zitat 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(10):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(10):2740–2758CrossRef
Zurück zum Zitat Siddiqui M, Everett JM, Vieux BE (1996) Landfill siting using Geographic Information Systems: a demonstration. J Environ Eng 122(6):515–523CrossRef Siddiqui M, Everett JM, Vieux BE (1996) Landfill siting using Geographic Information Systems: a demonstration. J Environ Eng 122(6):515–523CrossRef
Zurück zum Zitat Sumathi V, Natesan U, Sarkar C (2008) GIS-based approach for optimized siting of municipal solid waste landfill. Waste Manag 28(11):2146–2160CrossRef Sumathi V, Natesan U, Sarkar C (2008) GIS-based approach for optimized siting of municipal solid waste landfill. Waste Manag 28(11):2146–2160CrossRef
Zurück zum Zitat Tagaris E, Sotiropolou RE, Pilinis C, Halvadakis CP (2003) A methodology to estimate odors around landfill sites: the use of methane as an odor index and its utility in landfill siting. J Air Waste Manag Assoc 53(5):629–634CrossRef Tagaris E, Sotiropolou RE, Pilinis C, Halvadakis CP (2003) A methodology to estimate odors around landfill sites: the use of methane as an odor index and its utility in landfill siting. J Air Waste Manag Assoc 53(5):629–634CrossRef
Zurück zum Zitat Tchobanoglous G, Theisen H, Vigil SA (1993) Integrated solid waste management: engineering principles and management issues. McGraw-Hill, New York Tchobanoglous G, Theisen H, Vigil SA (1993) Integrated solid waste management: engineering principles and management issues. McGraw-Hill, New York
Zurück zum Zitat Ulubeyli S, Kazaz A (2009) A multiple criteria decision-making approach to the selection of concrete pumps. J Civ Eng Manag 15(4):369–376CrossRef Ulubeyli S, Kazaz A (2009) A multiple criteria decision-making approach to the selection of concrete pumps. J Civ Eng Manag 15(4):369–376CrossRef
Zurück zum Zitat Vallée D, Zielniewicz P (1994) ELECTRE III-IV, version 3.x—Aspects méthodologiques, Université de Paris-Dauphine, Document du LAMSADE no 85 Vallée D, Zielniewicz P (1994) ELECTRE III-IV, version 3.x—Aspects méthodologiques, Université de Paris-Dauphine, Document du LAMSADE no 85
Zurück zum Zitat 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
Zurück zum Zitat World Bank (2007) Sustainable municipal solid waste management project to the republic of Tunisia World Bank (2007) Sustainable municipal solid waste management project to the republic of Tunisia
Zurück zum Zitat Xiaoting W, Triantaphyllou E (2008) Ranking irregularities when evaluating alternatives by using some ELECTRE methods. Omega 36:45–63CrossRef Xiaoting W, Triantaphyllou E (2008) Ranking irregularities when evaluating alternatives by using some ELECTRE methods. Omega 36:45–63CrossRef
Zurück zum Zitat Zeiss C, Lefsrud L (1995) Analytical framework for facility waste siting. J Urban Planning Dev 121(4):115–145, ASCECrossRef Zeiss C, Lefsrud L (1995) Analytical framework for facility waste siting. J Urban Planning Dev 121(4):115–145, ASCECrossRef
Zurück zum Zitat Zelenović VT, Srdjević Z, Bajčetić R, Vojinović MM (2012) GIS and the analytic hierarchy process for regional landfill site selection in transitional countries: a case study from Serbia. Environ Manag 49:445–458CrossRef Zelenović VT, Srdjević Z, Bajčetić R, Vojinović MM (2012) GIS and the analytic hierarchy process for regional landfill site selection in transitional countries: a case study from Serbia. Environ Manag 49:445–458CrossRef
Metadaten
Titel
Minimization of environmental risk of landfill site using fuzzy logic, analytical hierarchy process, and weighted linear combination methodology in a geographic information system environment
verfasst von
Abdelwaheb Aydi
Moncef Zairi
Hamed Ben Dhia
Publikationsdatum
01.03.2013
Verlag
Springer-Verlag
Erschienen in
Environmental Earth Sciences / Ausgabe 5/2013
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-012-1836-3

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