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Landfill site selection with GIS-based multi-criteria evaluation technique. A case study in Béni Mellal-Khouribga Region, Morocco

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Abstract

Given the potential negative environmental impacts linked with wild landfills in Béni Mellal-Khouribga Region, there is a significant need to accelerate the development of controlled intermunicipal landfills. Any landfill project requires identification of the most suitable sites to prevent environmental adversity. So, this study was conducted to identify candidate landfill sites using geographic information system (GIS) and multi-criteria evaluation techniques. Ten suitability criteria including distance to residential areas, aspect (wind), geology (lithology), distance to faults, distance to surface water, groundwater table, land use, distance to roads, elevation, and slope are considered in the siting assessment. The thematic maps of all criteria were prepared in GIS environment using Boolean and analytic hierarchy process (AHP) standardization. After hiding unsuitable areas of landfill sites identified by the Boolean method, each criterion was evaluated with the aid of AHP and the final landfill site suitability map was generated using the overlay analysis in GIS. The results showed that 54% of the study area is not suitable, 12% is lowly suitable, 24% is moderately suitable, and indeed 10% is highly suitable for landfilling. The identified suitable areas will require careful field studies before the final decision for landfill site selection. Nonetheless, this study can help planners and local and regional authorities to better manage the solid waste in the region.

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References

  • Abu-Qudais MD, Abu-Qdais HA (2000) Energy content of municipal solid waste in Jordan and its potential utilization. Energy Convers Manag 41(9):983–991

    Article  Google Scholar 

  • Alanbari M, Al-Ansari N, Jasim H (2014) GIS and multicriteria decision analysis for landfill site selection in Al-Hashimyah Qadaa. Nat Sci 6(5):282–304

    Google Scholar 

  • Aydi A, Zairi M, Dhia HB (2013) Minimization of environmental risk of landfill site using fuzzy logic, analytical hierarchy process, and weighted linear combination methodology in a geographic information system environment. Environ Earth Sci 68(5):1375–1389

    Article  Google Scholar 

  • Babalola MA (2015) A multi-criteria decision analysis of waste treatment options for food and biodegradable waste management in Japan. Environments 2(4):471–488

    Article  Google Scholar 

  • Bahrani S, Ebadi T, Ehsani H, Yousefi H, Maknoon R (2016) Modeling landfill site selection by multi-criteria decision making and fuzzy functions in GIS, case study: Shabestar, Iran. Environ Earth Sci 75(4):1–14

    Article  Google Scholar 

  • Beskese A, Demir HH, Ozcan HK, Okten HE (2015) Landfill site selection using fuzzy AHP and fuzzy TOPSIS: a case study for Istanbul. Environ Earth Sci 73(7):3513–3521

    Article  Google Scholar 

  • Bolton N (1995) The handbook of landfill operations. Blue Ridge Services, Atascadero

    Google Scholar 

  • Chabuk AJ, Al-Ansari N, Hussain HM, Knutsson S, Pusch R (2017) GIS-based assessment of combined AHP and SAW methods for selecting suitable sites for landfill in Al-Musayiab Qadhaa, Babylon, Iraq. Environ Earth Sci 76(5):209

    Article  Google Scholar 

  • Chen Y, Yu J, Khan S (2010) Spatial sensitivity analysis of multi-criteria weights in GIS-based land suitability evaluation. Environ Model Softw 25(12):1582–1591

    Article  Google Scholar 

  • Delgado OB, Mendoza M, Granados EL, Geneletti D (2008) Analysis of land suitability for the siting of inter-municipal landfills in the Cuitzeo Lake Basin, Mexico. Waste Manag 28(7):1137–1146

    Article  Google Scholar 

  • Donevska KR, Gorsevski PV, Jovanovski M, Pesevski I (2012a) Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems. Environ Earth Sci 67:121–131

    Article  Google Scholar 

  • Donevska KR, Gorsevski PV, Jovanovski M, Peševski I (2012b) Regional non-hazardous landfill site selection by integrating fuzzy logic, AHP and geographic information systems. Environ Earth Sci 67(1):121–131

    Article  Google Scholar 

  • Eastman JR, Kyem PAK, Toledano J, Iin W (1993) GIS and decision making, Yol. 4, explorations in geographic information system technology, UNITAR, Geneva

  • Elaalem M, Comber A, Fisher P (2011) A comparison of fuzzy AHP and ideal point methods for evaluating land suitability. Trans GIS 15(3):329–346

    Article  Google Scholar 

  • Eskandari M, Homaee M, Mahmodi S (2012) An integrated multi criteria approach for landfill siting in a conflicting environmental, economical and socio-cultural area. Waste Manag 32(8):1528–1538

    Article  Google Scholar 

  • Eskandari M, Homaee M, Falamaki A (2016) Landfill site selection for municipal solid wastes in mountainous areas with landslide susceptibility. Environ Sci Pollut Res 23(12):12423–12434

    Article  Google Scholar 

  • Ezzouaq M, Chouaouta H (2002) Guide de présélection de site de décharge contrôlée des déchets ménagers. Coopération Maroco-Allemande GTZ–PGPE (Programme de Gestion et de Protection de l’Environnement) 84p. https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=4&ved=0ahUKEwj9huuM1PPOAhXF5xoKHQfxAhIQFggrMAM&url=http%3A%2F%2Fwww.gd-maroc.info%2Ffileadmin%2Fuser_files%2Fpdf%2FEtudes%2Fdech-guide-preselection-site-112002.pdf&usg=AFQjCNG7gZKnDE1DmtnH_az2zP9c2RXknA&bvm=bv.131783435,d.bGs&cad=rja. Accessed 07 Sept 2016

  • Geneletti D (2010) Combining stakeholder analysis and spatial multicriteria evaluation to select and rank inert landfill sites. Waste Manag 30(2):328–337

    Article  Google Scholar 

  • Ghobadi MH, Taheri M, Taheri K (2017) Municipal solid waste landfill siting by using analytical hierarchy process (AHP) and a proposed karst vulnerability index in Ravansar County, west of Iran. Environ Earth Sci 76(2):68

    Article  Google Scholar 

  • Gorsevski PV, Donevska KR, Mitrovski CD, 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

    Article  Google Scholar 

  • High Commission for Planning (Morocco) (2016) www.hcp.ma/. Accessed 07 Sept 2016

  • Jankowski P (1995) Integrating geographical information systems and multiple criteria decision-making methods. Int J Geogr Inform Syst 9:251–273

    Google Scholar 

  • Kamran KV (2008) Comparison of Boolean, overlay index and fuzzy logic methods for hazardous material disposal center site selection. Geogr Space 28:9–24

    Google Scholar 

  • Khan D, Samadder SR (2015) A simplified multi-criteria evaluation model for landfill site ranking and selection based on AHP and GIS. J Environ Eng Landsc Manage 23(4):267–278

    Article  Google Scholar 

  • Kontos TD, Komilis DP, Halvadakis CP (2003) Siting MSW landfills on Lesvos island with a GIS-based methodology. Waste Manag Res 21(3):262–277

    Article  Google Scholar 

  • Kontos TD, Komilis DP, Halvadakis CP (2005) Siting MSW landfills with a spatial multiple criteria analysis methodology. Waste Manag 25(8):818–832

    Article  Google Scholar 

  • Kumar S, Hassan MI (2013) Selection of a landfill site for solid waste management: an application of AHP and spatial analyst tool. J Indian Soc Remot Sens 41(1):45–56

    Article  Google Scholar 

  • Lober DJ (1995) Resolving the siting impasse: modelling social and environmental locational criteria with a geographic information system. J Am Plan Assoc 61(4):482–495

    Article  Google Scholar 

  • Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, London

    Google Scholar 

  • Malczewski J (2004) GIS-based land-use suitability analysis: a critical overview. Prog Plan 62:3–65

    Article  Google Scholar 

  • Ministry of Equipment and Transport (2016) http://www.equipement.gov.ma/Carte-Region/RegionBeni-Mellal/Patrimoine-des-infrastructures-regionales/Reseau-routier/Pages/Synthese-Reseau-Routier-TA.aspx. Accessed 16 Sept 2016

  • Moeinaddini M, Khorasani N, Danehkar A, Darvishsefat AA (2010) Siting MSW landfill using weighted linear combination and analytical hierarchy process (AHP) methodology in GIS environment (case study: Karaj). Waste Manag 30(5):912–920

    Article  Google Scholar 

  • Motlagh ZK, Sayadi MH (2015) Siting MSW landfills using MCE methodology in GIS environment (case study: Birjand plain, Iran). Waste Manag 46:322–337

    Article  Google Scholar 

  • 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):491–500

    Article  Google Scholar 

  • Ozturk D, Batuk F (2011) Implementation of GIS-based multicriteria decision analysis with VB in ArcGIS. In. J Inform Technol Dec Making 10(6):1023–1042

    Article  Google Scholar 

  • PNDM (National Municipal Solid Waste Program) (2008) http://www.environnement.gov.ma/pndm/. Accessed Sept 2016

  • Qdais HA, Alshraideh H (2016) Selection of management option for solid waste from olive oil industry using the analytical hierarchy process. J Mater Cycles Waste Manag 18(1):177–185

    Article  Google Scholar 

  • Rahmat ZG, Niri MV, Alavi N, Goudarzi G, Babaei AA, Baboli Z, Hosseinzadeh M (2017) Landfill site selection using GIS and AHP: a case study: Behbahan, Iran. KSCE J Civil Eng 21(1):111–118

    Article  Google Scholar 

  • Saaty TL (1977) A scaling method for priorities in hierarchical. J Math Psychol 15:234–281

    Article  Google Scholar 

  • Saaty TL (1991) Método de análise hierárquica. Método de Análise Hierárquica 111

  • Saaty TL (1994) How to make a decision: the analytic hierarchy process. Interfaces 24(6):19–43

    Article  Google Scholar 

  • Saaty T, Vargas LLG (2001) Models, methods, concepts, and applications of the analytic hierarchy process, vol 34. Springer, Heidelberg

    Book  Google Scholar 

  • Şener Ş, Şener E, Nas B, Karagüzel R (2010) Combining AHP with GIS for landfill site selection: a case study in the Lake Beyşehir catchment area (Konya, Turkey). Waste Manag 30(11):2037–2046

    Article  Google Scholar 

  • Şener Ş, Şener 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(1–4):533–554

    Google Scholar 

  • Shahabi H, Keihanfard S, Ahmad BB, Amiri MJT (2014) Evaluating Boolean, AHP and WLC methods for the selection of waste landfill sites using GIS and satellite images. Environ Earth Sci 71(9):4221–4233

    Article  Google Scholar 

  • Siddiqui MZ, Everett JW, Vieux BE (1996) Landfill siting using geographic information systems: a demonstration. J Environ Eng 122(6):515–523

    Article  Google Scholar 

  • Sumathi VR, Natesan U, Sarkar C (2008) GIS-based approach for optimized siting of municipal solid waste landfill. Waste Manag 28(11):2146–2160

    Article  Google Scholar 

  • SWEEP-Net (2014) Rapport sur la gestion des déchets solides au Maroc. https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0ahUKEwj3-rH5gvHOAhXKI8AKHbw8AhIQFggcMAA&url=http%3A%2F%2Fwww.sweep-net.org%2Fsites%2Fdefault%2Ffiles%2FMAROC%2520RA%2520FR%2520WEB.pdf&usg=AFQjCNGWfA3NWHb2K6LVDlaKFmRhCYG5bA&bvm=bv.131783435,d.ZGg&cad=rja. Accessed Sept 2016

  • Torabi-Kaveh M, Babazadeh R, Mohammadi SD, Zaresefat M (2016) Landfill site selection using combination of GIS and fuzzy AHP, a case study: Iranshahr, Iran. Waste Manag Res 34(5):438–448

    Article  Google Scholar 

  • Wang G, Qin L, Li G, Chen L (2009) Landfill site selection using spatial information technologies and AHP: a case study in Bei**g, China. J Environ Manag 90(8):2414–2421

    Article  Google Scholar 

  • Yazdani M, Monavari M, Omrani G, Shariat M, Hosseini M (2013) The evaluation of municipal landfill sites in north of Iran through comparing BC guideline and Iran legislation. J Environ Prot 4(8):811–817

    Article  Google Scholar 

  • Yesilnacar MI, Cetin H (2008) An environmental geomorphologic approach to site selection for hazardous wastes. Environ Geol 55(8):1659–1671

    Article  Google Scholar 

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Correspondence to Ahmed Barakat.

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Barakat, A., Hilali, A., Baghdadi, M.E. et al. Landfill site selection with GIS-based multi-criteria evaluation technique. A case study in Béni Mellal-Khouribga Region, Morocco. Environ Earth Sci 76, 413 (2017). https://doi.org/10.1007/s12665-017-6757-8

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