Abstract
Sanitary landfill is still considered as one of the most significant and least expensive methods of waste disposal. It is essential to consider environmental impacts while selecting a suitable landfill site. Thus, the site selection for sanitary landfill is a complex and time-consuming task needing an assessment of multiple criteria. In the present study, a decision support system (DSS) was prepared for selecting a landfill site in a growing urban region. This study involved two steps of analysis. The first step of analysis involved the application of spatial data to prepare the thematic maps and derive their weight. The second step employed a fuzzy multicriteria decision-making (FMCDM) technique for prioritizing the identified landfill sites. Thus, initially, the analytic hierarchy process (AHP) was used for weighting the selected criteria, while the fuzzy technique for order of preference by similarity to ideal solution (FTOPSIS) was applied for addressing the uncertainty associated with decision-making and prioritizing the most suitable site. A case study was conducted in the city of Memari Municipality. The main goal of this study was the initial evaluation and acquisition of landfill candidate sites by utilizing GIS and the following decision criteria: (1) environmental criteria consisting of surface water, groundwater, land elevation, land use land cover, distance from urban residence and buildup, and distance from sensitive places; and (2) socioeconomic criteria including distance from the road, population density, and land value. For preparing the final suitability map, the integration of GIS layers and AHP was used. On output, 7 suitable landfill sites were identified which were further ranked using FTOPSIS based on expert’s views. Finally, candidate site-7 and site-2 were selected as the most suitable for proposing new landfill sites in Memari Municipality. The results from this study showed that the integration of GIS with the MCDM technique can be highly applied for site suitability. The present study will be helpful to local planners and municipal authorities for proposing a planning protocol and suitable sites for sanitary landfill in the near future.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Afzali A, Sabri S, Rashid M, Mohammad Vali Samani J, Ludin ANM (2014) Inter-municipal landfill site selection using analytic network process. Water Resour Manag 28(8):2179–2194
Aghajani Mir M, Taherei Ghazvinei P, Sulaiman NMN, Basri NEA, Saheri S, Mahmood NZ, Jahan A, Begum RA, Aghamohammadi N (2016) Application of TOPSIS and VIKOR improved versions in a multi criteria decision analysis to develop an optimized municipal solid waste management model. J Environ Manag 166:109–115. https://doi.org/10.1016/j.jenvman.2015.09.028
Akbari V, Rajabi MA, Chavoshi SH, Shams R (2008) Landfill site selection by combining GIS and fuzzy multi-criteria decision analysis, case study: Bandar Abbas, Iran. World Appl Sci 3(1):39–47 https://pdfs.semanticscholar.org/13fd/89645e1532a346a9b6253302b83d6701bb4c.pdf
Akintorinwa OJ, Okoro OV (2019) Combine electrical resistivity method and multi-criteria GIS-based modeling for landfill site selection in the southwestern Nigeria. Environ Earth Sci 78:162. https://doi.org/10.1007/s12665-019-8153-z
Ali SA (2016) Status of solid waste generation and management practice in Kolkata municipal corporation, West Bengal. Int J Environ Sci 6(6):1173–1186. https://doi.org/10.6088/ijes.6112
Ali SA, Ahmad A (2018) Using analytic hierarchy process with GIS for dengue risk mapping in Kolkata Municipal Corporation, West Bengal, India. Spat Inf Res 26(4):449–469. https://doi.org/10.1007/s41324-018-0187-x
Ali SA, Ahmad A (2019a) Forecasting MSW generation using artificial neural network time series model: a study from metropolitan city. SN Appl Sci 1:1338. https://doi.org/10.1007/s42452-019-1382-7
Ali SA, Ahmad A (2019b) Analysis of chemical and heavy metal concentrations of leachates and impact on groundwater quality near Dhapa dumping ground, Kolkata. Asian Profile 47(1):19–37
Ali SA, Ahmad A (2019c) Mapping of mosquito-borne diseases in Kolkata Municipal Corporation using GIS and AHP based decision making approach. Spat Inf Res 27(3):351–372. https://doi.org/10.1007/s41324-019-00242-8
Ali SA, Ahmad A (2020) Suitability analysis for municipal landfill site selection using fuzzy analytic hierarchy process and geospatial technique. Environ Earth Sci 79:227. https://doi.org/10.1007/s12665-020-08970-z
Allen BG, Caetano P, Costa C, et al., 2003. A landfill site selection process incorporating GIS modeling. In: Proceedings of ninth international waste management and landfill symposium, Sardinia, Italy, 6–10. 10.1.1.462.8302
Antuchevičiene J, Zavadskas EK, Zakarevičius A (2010) Multiple criteria construction management decisions considering relations between criteria. Technol Econ Dev Econ 16(1):109–125. https://doi.org/10.3846/tede.2010.07
Aragonés-Beltrán P, Pastor-Ferrando JP, García-García F, Pascual-Agullo A (2010) An analytic network process approach for siting a municipal solid waste plant in the metropolitan area of Valencia (Spain). J Environ Manag 91(5):1071–1086
Babalola A, Busu I (2011) Selection of landfill sites for solid waste treatment in Damaturu town-using GIS techniques. J Environ Prot 2:1–10. https://doi.org/10.4236/jep.2011.21001
Banar M, Kose BM, Ozkan A, Poyraz Acar I (2007) Choosing a municipal landfill site by analytic network process. Environ Geol 52:747–751. https://doi.org/10.1007/s00254-006-0512-x
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 73:3513–3521. https://doi.org/10.1007/s12665-014-3635-5
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 76:209. https://doi.org/10.1007/s12665-017-6524-x
Chabuk A, Al-Ansari N, Hussain HM et al (2019) Landfill sites selection using MCDM and comparing method of change detection for Babylon Governorate, Iraq. Environ Sci Pollut Res 26:35325–35339. https://doi.org/10.1007/s11356-019-05064-7
Chamodrakas I, Batis D, Martakos D (2010) Supplier selection in electronic marketplaces using satisficing and fuzzy AHP. Expert Syst Appl 37(1):490–498
Chang N, Parvathinathan G, Breeden JB (2008) Combining GIS with fuzzy multi-criteria decision-making for landfill siting in a fast-growing urban region. J Environ Manag 87:139–153. https://doi.org/10.1016/j.jenvman.2007.01.011
Chen C (2000) Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets Syst 114(1):1–9. https://doi.org/10.1016/s0165-0114(97)00377-1
Chen SJ, Hwang CL (1992) Fuzzy multiple attribute decision-making methods and applications. Springer, Berlin
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. https://doi.org/10.1016/j.envsoft.2010.06.001
Chiueh PT, Lo SL, Chang CL (2008) A GIS-based system for allocating municipal solid waste incinerator compensatory fund. Waste Manag 28:2690–2701
Costache R (2019) Flash-flood Potential Index mapping using weights of evidence, decision Trees models and their novel hybrid integration. Stoch Environ Res Risk Assess 33(7):1375–1402
Costache R, Pham QP, Sharifi E, Linh NTT, Abba SI, Vojtek M, Vojteková J, Nhi PTT, Khoi DN (2020) Flash-flood susceptibility assessment using multi-criteria decision making and machine learning supported by remote sensing and GIS techniques. Remote Sens 12(1):106
Current J, Ratick S (1995) A model to assess risk, equity and efficiency in facility location and transportation of hazardous materials. Locat Sci 3(3):187–201
Das S, Bhattacharyya BK (2015) Optimization of municipal solid waste collection and transportation routes. Waste Manag 43:9–18. https://doi.org/10.1016/j.wasman.2015.06.033
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. https://doi.org/10.1016/j.wasman.2007.07.002
Demesouka OE, Vavatsikos AP, Anagnostopoulos KP (2013) Suitability analysis for siting MSW landfills and its multicriteria spatial decision support system: method, implementation and case study. Waste Manag 33(5):1190–1206. https://doi.org/10.1016/j.wasman.2013.01.030
Demesouka O, Vavatsikos A, Anagnostopoulos K (2014) GIS-based multicriteria municipal solid waste landfill suitability analysis: a review of the methodologies performed and criteria implemented. Waste Manag Res 32(4):270–296. https://doi.org/10.1177/0734242x14526632
Domingo JL, Nadal M (2009) Domestic waste composting facilities: a review of human health risks. Environ Int 35(2):382–389. https://doi.org/10.1016/j.envint.2008.07.004
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 67(1):121–131. https://doi.org/10.1007/s12665-011-1485-y
Ebistu AT, Minale AS (2013) Solid waste dumping site suitability analysis using geographic information system (GIS) and remote sensing for Bahir Dar Town, north western Ethiopia. Afr J Environ Sci Technol 7(11):976–989. https://doi.org/10.5897/AJEST2013.1589
El Baba M, Kayastha P, De Smedt F (2015) Landfill site selection using multi-criteria evaluation in the GIS interface: a case study from the Gaza Strip, Palestine. Arab J Geosci 8(9):7499–7513
Feizizadeh B, Shadman Roodposhti M, Jankowsk P et al (2014) A GIS based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping. Comput Geosci 73:208–221
Feyzi S, Khanmohammadi M, Abedinzadeh N, Aalipour M (2019) Multicriteria decision analysis FANP based on GIS for siting municipal solid waste incineration power plant in the north of Iran. Sustain Cities Soc 47:101513. https://doi.org/10.1016/j.scs.2019.101513
Gallant JC, Wilson JP (2000) Primary topographic attributes. In: Wilson JP, Gallant JC (eds) Terrain analysis principles and applications. Wiley, New York, pp 51–85
Gamberini R, Grassi A, Rimini B (2006) A new multi-objective heuristic algorithm for solving the stochastic assembly line re-balancing problem. Int J Prod Econ 102(2):226–243. https://doi.org/10.1080/00207540802176046
Gbanie SP, Tengbe PB, Momoh JS, Medo J, Kabba VTS (2013) Modelling landfill location using geographic information systems (GIS) and multi-criteria decision analysis (MCDA): case study Bo, southern Sierra Leone. Appl Geogr 36:3–12. https://doi.org/10.1016/j.apgeog.2012.06.013
Gemitzi A, Tsihrintzis VA, Voudrias E, Petalas C, Stravodimos G (2006) Combining geographic information system, multi-criteria evaluation techniques and fuzzy logic in sitting MSW landfills. Environ Geol 51(5):797–811. https://doi.org/10.1007/s00254-006-0359-1
Ghobadi MH, Babazadeh R, Bagheri V (2013) Siting MSW landfills by combining AHP with GIS in Hamedan province, western Iran. Environ Earth Sci 70:1823–1840
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 32:287–296. https://doi.org/10.1016/j.wasman.2011.09.023
Goulart Coelho LM, Lange LC, Coelho HM (2016) Multi-criteria decision making to support waste management: a critical review of current practices and methods. Waste Manag Res 35(1):3–28. https://doi.org/10.1177/0734242x16664024
Gruber S, Peckham S (2008) Land–surface parameters and objects in hydrology. In: Hengl T, Reuter HI (eds) Geomorphometry: concepts, software, applications, developments in soil science. Elsevier, Amsterdam, pp 171–194
Guerrero LA, Maas G, Hogland W (2013) Solid waste management challenges for cities in developing countries. Waste Manag 33:220–232. https://doi.org/10.1016/j.wasman.2012.09.008
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(8):2414–2421. https://doi.org/10.1016/j.jenvman.2008.12.008
Guler D, Yomralioglu T (2017) Alternative suitable landfill site selection using analytic hierarchy process and geographic information systems: a case study in Istanbul. Environ Earth Sci 76:678. https://doi.org/10.1007/s12665-017-7039-1
Hafezi Moghaddas N, Namaghi H (2011) Hazardous waste landfill site selection in Khorasan Razavi Province, northeastern Iran. Arab J Geosci 4:103–113
Hasan SE (2004) Public awareness is key to successful waste management. J Environ Sci Health A 39(2):483–492. https://doi.org/10.1081/ese-120027539
Hazra T, Goel S (2009) Solid waste management in Kolkata, India: practices and challenges. Waste Manag 29:470–478
Islam A, Ali SM, Afzaal M, Iqbal S, Zaidi SNF (2018) Landfill sites selection through analytical hierarchy process for twin cities of Islamabad and Rawalpindi, Pakistan. Environ Earth Sci 77(3):1–13
Jaybhaye R, Mundhe N, Dorik B (2014) Site suitability for urban solid waste disposal using geoinformatics: a case study of Pune Municipal Corporation, Maharashtra, India. Int J Adv Remote Sens GIS 3(1):769–783 http://technical.cloud-journals.com/index.php/IJARSG/article/view/Tech-317
Kara C, Doratli N (2012) Application of GIS/AHP in siting sanitary landfill: a case study in northern Cyprus. Waste Manag Res 30(9):966–980. https://doi.org/10.1177/0734242x12453975
Kelemenis A, Ergazakis K, Askounis D (2011) Support managers’ selection using an extension of fuzzy TOPSIS. Expert Syst Appl 38:2774–2782. https://doi.org/10.1016/j.eswa.2010.08.068
Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province, Iran. J Environ Earth Sci 64:1763–1776
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 Manag 23(4):267–278
Kharat MG, Kamble SJ, Raut RD, Kamble SS, Dhume SM (2016) Modeling landfill site selection using an integrated fuzzy MCDM approach. Model Earth Syst Environ 2(2):53 1007/s40808-016-0106-x
Khorram A, Yousefi M, Alavi SA, Farsi J (2015) Convenient landfill site selection by using fuzzy logic and geographic information systems: a case study in Bardaskan East of Iran. Health Scope 4(1):e19383. https://doi.org/10.17795/jhealthscope-19383
Khorsandi H, Faramarzi A, Aghapour AA, Jafari SJ (2019) Landfill site selection via integrating multi-criteria decision techniques with geographic information systems: a case study in Naqadeh. Iran Environ Monit Assess 191:730. https://doi.org/10.1007/s10661-019-7863-8
Kontos TD, Komilis DP, Halvadakis CP (2003) Siting MSW landfills on Lesvos Island with a GIS based methodology. Waste Manag Res 21:262–277
Kontos TD, Komilis DP, Halvadakis CP (2005) Siting MSW landfills with a spatial multiple criteria analysis methodology. Waste Manag 25(8):818–832. https://doi.org/10.1016/j.wasman.2005.04.002
Li X, Reeves G (1999) A multiple criteria approach to data envelopment analysis. Eur J Oper Res 115:507–517
Lober DJ (1995) Resolving the siting impasse: modeling social and environmental locational criteria with geographic information system. Am Plan Assoc 61(4):482–495. https://doi.org/10.1080/01944369508975659
Lukasheh AF, Droste RL, Warith MA (2001) Review of expert system (ES), geographical information system (GIS), decision support system (DSS) and their application in landfill design and management. Waste Manag Res 19(2):177–185. https://doi.org/10.1177/0734242x0101900209
Mahini SA, Gholamafard M (2006) Siting MSW landfills with a weighted linear combination methodology in a GIS environment. Int J Environ Sci Technol 3(4):435–445. https://doi.org/10.1007/bf03325953
Mănoiu V, Fontanine I, Costache R, Prăvălie R, Mitof I (2013) Using GIS techniques for assessing waste landfill placement suitability: case study Prahova County, Romania. Geogr Tech 8(2):47–56
Marín LE, Torres V, Bolongaro A, Reyna JA, Pohle O, Hernández-Espriú A, Chavarría J, García-Barrios R, Tabla HFP (2012) Identifying suitable sanitary landfill locations in the state of Morelos, México, using a geographic information system. Physics Chem Earth, Parts A/B/C 37-39:2–9. https://doi.org/10.1016/j.pce.2011.12.003
Minichilli F, Bartolacci S, Buiatti E, Pallante V, Scala D, Bianchi F (2005) A study on mortality around six municipal solid waste landfills in Tuscany Region. Epidemiol Prev 29(suppl 5-6):53–56
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):912–920. https://doi.org/10.1016/j.wasman.2010.01.015
Moghaddas NH, Namaghi HH (2009) Hazardous waste landfill site selection in Khorasan Razavi Province, northeastern Iran. Arab J Geosci 4(1e2):103e113
Mu E, Rojas MP (2017) Understanding the analytical hierarchy process. Springer Briefs Oper Res:10.1007/978-3-319-33861-3_2
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. https://doi.org/10.1007/s10661-008-0713-8
Onut S, Soner S (2008) Transshipment site selection using the AHP and TOPSIS approaches under fuzzy environment. Waste Manag 28(9):1552–1559. https://doi.org/10.1016/j.wasman.2007.05.019
Özkan B, Özceylan E, Sarıçiçek İ (2019) GIS-based MCDM modeling for landfill site suitability analysis: a comprehensive review of the literature. Environ Sci Pollut Res 26:30711–30730. https://doi.org/10.1007/s11356-019-06298-1
Parvin F, Ali SA, Hashmi SNI, Khatoon A (2020) Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad. India Spat Inf Res. https://doi.org/10.1007/s41324-020-00330-0
Paul S (2012) Location allocation for urban waste disposal site using multi-criteria analysis: a study on Nabadwip Municipality, West Bengal, India. Int J Geomatics Geosci 3(1):74–87 www.ipublishing.co.in/jggsvol1no12010/volthree/EIJGGS3107.pdf
Prăvălie R, Costache R (2013) The vulnerability of the territorial-administrative units to the hydrological phenomena of risk (flash-floods). Case study: the subcarpathian sector of Buzău catchment. Analele Universității din Oradea–Seria Geografie 23(1):91–98
Rahman MM, Sultana KR, Hoque MA (2008) Suitable sites for urban solid waste disposal using GIS approach in Khulna City, Bangladesh. Proc Pakistan Acad Sci 45(1):11e22
Ramjeawon T, Beerachee B (2008) Site selection of sanitary landfills on the small island of Mauritius using the analytical hierarchy process multi-criteria method. Waste Manag Res 26(5):439–447. https://doi.org/10.1177/0734242x07080758
Raut RD, Bhasin HV, Kamble SS, Banerjee S (2011) An integrated fuzzy-AHP-LP (FAHLP) approach for supplier selection and purchasing decisions. Int J Serv Oper Manag 10(4):400–425
Rushton L (2003) Health hazards and waste management. Br Med Bull 68:183–197. https://doi.org/10.1093/bmb/ldg034
Saaty TL (1980) The analytical hierarchy process. McGraw-Hill, New York
Saaty TL (1990a) An exposition of the AHP in reply to the paper “remarks on the analytic hierarchy process”. Manag Sci 36(3):259–268
Saaty TL (1990b) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48:9–26
Saaty TL (2012) Decision making for leaders: the analytic hierarchy process for decisions in a complex world. RWS Publication, Third Revised Edition, Pittsburg
Saaty TL, Vargas LG (2000) Models, methods, concepts and applications of the analytic hierarchy process. Kluwer, Boston
Sankoh FP (2013) Problems of solid waste management in developing urban cities: a case study of Freetown, Sierra Leone. Am J Environ Protect 2(5):113–120. https://doi.org/10.11648/j.ajep.20130205.11
Sankoh FP, Yan X, Tran Q (2013) Environmental and health impact of solid waste disposal in developing cities: a case study of Granville Brook Dumpsite, Freetown, Sierra Leone. J Environ Prot 04(07):665–670. https://doi.org/10.4236/jep.2013.47076
Şener B, Suzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388
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. https://doi.org/10.1016/j.wasman.2010.05.024
Sener 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. https://doi.org/10.1007/s10661-010-1403-x
Shahba S, Arjmandi R, Monavari M, Ghodusi J (2017) Application of multi-attribute decision-making methods in SWOT analysis of mine waste management (case study: Sirjan’s Golgohar iron mine, Iran). Res Policy 51:67–76. https://doi.org/10.1016/j.resourpol.2016.11.002
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):2740–2758. https://doi.org/10.1016/j.wasman.2009.04.010
Sharma R, Sharma M, Sharma R, Sharma V (2013) The impact of incinerators on human health and environment. Rev Environ Health 28(1):67–72. https://doi.org/10.1515/reveh-2012-0035
Soroudi M, Omrani G, Moataar F, Jozi SA (2018) 2018. A comprehensive multi-criteria decision making-based land capability assessment for municipal solid waste landfill sitting. Environ Sci Pollut Res 25:27877–27889. https://doi.org/10.1007/s11356-018-2765-9
Stowers CL, Palekar US (1993) Location models with routing considerations for a single obnoxious facility. Transp Sci 27(4):350–362
Tercan E, Dereli MA, Tapkın SA (2020) GIS-based multi-criteria evaluation for MSW landfill site selection in Antalya, Burdur, Isparta planning zone in Turkey. Environ Earth Sci 79:246 (2020). https://doi.org/10.1007/s12665-020-08974-9
Troschinetz AM, Mihelcic JR (2009) Sustainable recycling of municipal solid waste in developing countries. Waste Manag 29:915–923. https://doi.org/10.1016/j.wasman.2008.04.016
Tupenaite L, Zavadskas EK, Kaklauskas A, Turskis Z, Seniut M (2010) Multiple criteria assessment of alternatives for built and human environment renovation. J Civ Eng Manag 16(2):257–266. https://doi.org/10.3846/jcem.2010.30
Unal, M., Cilek, A., Guner, E.D., 2019. Implementation of fuzzy, Simos and strengths, weaknesses, opportunities and threats analysis for municipal solid waste landfill site selection: Adana City case study. Waste Manag Res, 0734242X1989311. https://doi.org/10.1177/0734242x19893111
Vahidnia MH, Alesheikh AA, Alimohammadi A (2009) Hospital site selection using fuzzy AHP and its derivatives. J Environ Manag 90(10):3048–3056. https://doi.org/10.1016/j.jenvman.2009.04.010
Wang YM, Elhag T (2006) Fuzzy TOPSIS method based on alpha level sets with an application to bridge risk assessment. Expert Syst Appl 31(2):309–319
Wang G, Qin L, Li G, Chen L (2009) Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. J Environ Manag 90(8):2414–2421. https://doi.org/10.1016/j.jenvman.2008.12.008
Wu HY, Tzeng GH, Chen YH (2009) A fuzzy MCDM approach for evaluating banking performance based on balanced scorecard. Expert Syst Appl 36(6):10135–10147
Xu, Q., Zhang, Y. B., Zhang, J., & Lv, X. G. 2015. Improved TOPSIS model and its application in the evaluation of NCAA basketball coaches. Modern Appl Sci, 9(2). doi:https://doi.org/10.5539/mas.v9n2p259
Yesilnacar MI, Cetin H (2005) Site selection for hazardous wastes: a case study from the GAP area, Turkey. Eng Geol 81:371–388
Yildirim V (2012) Application of raster-based GIS techniques in the siting of landfills in Trabzon Province, Turkey: a case study. Waste Manag Res 30:949–960
Yousefi H, Javadzadeh Z, Noorollahi Y, Yousefi-Sahzabi A (2018) Landfill site selection using a multi-criteria decision-making method: a case study of the Salafcheghan Special Economic Zone, Iran. Sustainability 2018(10):1107. https://doi.org/10.3390/su10041107
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 160:473–481
Zarei M, Mohammadian A, Ghasemi R (2016) Internet of things in industries: a survey for sustainable development. Int J Innovation and Sustainable Development 10(4):419–442
Zucca A, Sharifi AM, Fabbri AG (2008) Application of spatial multi-criteria analysis to site selection for a local park: a case study in the Bergamo Province, Italy. J Environ Manag 88:752–769
Acknowledgments
The authors are highly thankful to the municipal authorities for providing information, maps, relevant data, and sharing issues regarding new landfill site selection in the study area. We also acknowledge four anonymous reviewers, the managing editor, and the editor-in-chief for their valuable time, productive comments, and suggestions during the review which helped in improving the overall quality of the manuscript.
Author information
Authors and Affiliations
Contributions
SAA and FP prepared the data, developed the methodology, analyzed the data, and wrote the original draft regarding the sanitary landfill site selection. NA, QBP, AA, and MSR analyzed the data and critically reviewed the manuscript. DTA, LHB, and VNT revised the manuscript. QBP is the supervisor for the project. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethical approval
The present study ensures that the objectivity and transparency are followed in this research along with acknowledged principles of ethical and professional behavior.
Competing interests
The authors declare that they have no conflict of interest.
Research involving human participants and/or animals
Human participants or animals were not engaged or involved in the present research. Therefore, for this study, compliance with ethical standards is not applicable.
Consent to participate
Not applicable
Consent to publish
Not applicable
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Highlights
• Landfill site selection is a global concern in order to reduce environmental and health issues.
• Multicriteria decision analysis is the best and accepted technique for landfill site selection.
• Fuzzy removes bias and ambiguity from decision criteria and offers the best evaluation result.
• Geographic information system offers accurate spatial analysis for solving a defined problem.
Electronic supplementary material
ESM 1
(DOCX 28 kb)
Rights and permissions
About this article
Cite this article
Ali, S.A., Parvin, F., Al-Ansari, N. et al. Sanitary landfill site selection by integrating AHP and FTOPSIS with GIS: a case study of Memari Municipality, India. Environ Sci Pollut Res 28, 7528–7550 (2021). https://doi.org/10.1007/s11356-020-11004-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-020-11004-7