Abstract
Due diligence of rangelands, which are among the renewable energy sources, is very important for improvement projects. In this study, it is proposed to use fuzzy multi-criteria decision-making (MCDM) methods as a supportive statistical approach in examining rangeland conditions. Among these methods, fuzzy AHP, TOPSIS and VIKOR are explained. Vegetation data of a rangeland condition determination project were examined by these methods. According to the results, the fuzzy MCDM methods provide effective support in determining the rangeland conditions numerically. For this reason, it is recommended to be used in similar studies.
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References
Aktan HE, Samut PK (2013) Agricultural performance evaluation by integrating fuzzy AHP and VIKOR methods. Int J Appl Decis Sci 6(4):324–344
Akyüz GA (2012) Supplier selection using the fuzzy VIKOR method. Atatürk Univ J Econ Adm Sci 26(1):197–215 ((Turkish))
Alatürk F, Gökkuş A (2019) The effects of different breeding methods on the ratio of Hıdırellez Whip (Asphodelus aestivus Brot.) and rangeland yield and grass quality. J ÇOMÜ Fac Agric 7(1):109–117 (Turkish)
Altın M, Gökkuş A, Koç A (2011) Meadow and rangeland management, vol 2. Ministry of Agriculture and Rural Affairs, General Directorate of Agricultural Production and Development, Ankara ((Turkish))
Atalik G, Şentürk S (2019) A new ranking method for triangular intuitionistic fuzzy number based on Gergonne point. J Quant Sci 1(1):59–73
Avağ A, Şimşek U, Uzun M, Özgöz MM, Aksakal E, Dumlu S, Başkan O (2012) National rangeland use and management project database studies. Int J Agric Nat Sci 5(2):102–106 (Turkish)
Aydoğdu M, Yıldız H, Ünal E, Özaydın KA, Dedeoğlu F, Ataker S, Kuz V.Ö (2020) Determination of rangeland presence and rangeland status classes. Ministry of Agriculture and Forestry, TAGEM, Field Crops Center Research Institute, project final report (Turkish)
Babashamsi P, Golzadfar A, Yusoff NIM, Ceylan H, Nor NGM (2016) Integrated fuzzy analytic hierarchy process and VIKOR method in the prioritization of pavement maintenance activities. Int J Pavement Res Technol 9(2):112–120
Bakır M, Atalık Ö (2021) Application of fuzzy AHP and fuzzy MARCOS approach for the evaluation of e-service quality in the airline industry. Dec Mak Appl Manag Eng 4(1):127–152
Chen CT (2000) Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets Syst 114(1):1–9
Chang DY (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95(3):649–655
Deng H, Yeh CH, Willis RJ (2000) Inter-company comparison using modified TOPSIS with objective weights. Comput Oper Res 27(10):963–973
Dincer H, Hacioglu U (2015) A comparative performance evaluation on bipolar risks in emerging capital markets using fuzzy AHP-TOPSIS and VIKOR approaches. Eng Econ 26(2):118–129
Gökkuş A, Oral HH (2022) An important forage source for animals: small grain rangelands. Acta Nat Sci 3(1):1–14
Gökkuş Z, Şentürk S, Alatürk F (2023) Ranking Çanakkale Districts in terms of rangeland quality with multi-criteria decision making methods. Türk Tarım ve Doğa Bilimleri Dergisi (Under review)
Han H, Trimi S (2018) A fuzzy TOPSIS method for performance evaluation of reverse logistics in social commerce platforms. Expert Syst Appl 103:133–145
Hwang CL, Yoon K (1981) Methods for multiple attribute decision making. In: Multiple attribute decision making. Springer, Berlin, pp 58–191
Holechek JL, Pieper RD, Herbel CH (2011) Range management principles and practices, 6th edn. Prentice Hall, Hoboken, p 444
Ilbahar E, Kahraman C, Cebi S (2022) Risk assessment of renewable energy investments: a modified failure mode and effect analysis based on prospect theory and intuitionistic fuzzy AHP. Energy 239:121907
Kahraman C, Keshavarz Ghorabaee M, Zavadskas EK, Cevik Onar S, Yazdani M, Oztaysi B (2017) Intuitionistic fuzzy EDAS method: an application to solid waste disposal site selection. J Environ Eng Landsc Manag 25(1):1–12
Kahraman C, Öztayşi B, Onar SÇ (2020) An integrated intuitionistic fuzzy AHP and TOPSIS approach to evaluation of outsource manufacturers. J Intell Syst 29(1):283–297
Karakiş E (2019) Integrated decision support model proposal with fuzzy AHP and fuzzy TOPSIS: teacher selection in private schools. J Erciyes Univ Fac Econ Adm Sci 53:112–137 (Turkish)
Kizielewicz B, Bączkiewicz A (2021) Comparison of Fuzzy TOPSIS, Fuzzy VIKOR, Fuzzy WASPAS and Fuzzy MMOORA methods in the housing selection problem. Procedia Comput Sci 192:4578–4591
Kubler S, Robert J, Derigent W, Voisin A, Le Traon Y (2016) A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications. Expert Syst Appl 65:398–422
Kumar S, Barman AG (2021) Fuzzy TOPSIS and fuzzy VIKOR in selecting green suppliers for sponge iron and steel manufacturing. Soft Comput 25(8):6505–6525
Kutlu Gündoğdu F, Kahraman C (2019a) A novel VIKOR method using spherical fuzzy sets and its application to warehouse site selection. J Intell Fuzzy Syst 37(1):1197–1211
Kutlu Gündoğdu, F, Kahraman C (2019b) Spherical fuzzy sets and spherical fuzzy TOPSIS method. J Intell Fuzzy Syst 36(1):337–352
Opricovic S (1998) Multicriteria optimization of civil engineering systems. Fac Civ Eng Belgrade 2(1):5–21
Opricovic S (2011) Fuzzy VIKOR with an application to water resources planning. Expert Syst Appl 38(10):12983–12990
Opricovic S, Tzeng GH (2002) Multicriteria planning of post-earthquake sustainable reconstruction. Comput Aided Civ Infrastruct Eng 17(3):211–220
Opricovic S, Tzeng GH (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156(2):445–455
Opricovic S, Tzeng GH (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178(2):514–529
Paksoy T, Pehlivan NY, Özceylan E (2013) Fuzzy set theory. Nobel Publication, Ankara (Turkish)
Perçin S, Aldalou E (2018) Financial performance evaluation of Turkish airline companies using integrated fuzzy AHP fuzzy TOPSIS model. Int J Econ Adm Stud 583–598
Ramavandi B, Darabi AH, Omidvar M (2021) Risk assessment of hot and humid environments through an integrated fuzzy AHP-VIKOR method. Stoch Environ Res Risk Assess 35(12):2425–2438
Rezaie K, Ramiyani SS, Nazari-Shirkouhi S, Badizadeh A (2014) Evaluating performance of Iranian cement firms using an integrated fuzzy AHP-VIKOR method. Appl Math Model 38(21–22):5033–5046
Rouyendegh BD, Yildizbasi A, Üstünyer P (2020) Intuitionistic fuzzy TOPSIS method for green supplier selection problem. Soft Comput 24(3):2215–2228
Saaty T (1980) The analytic hierarchy process (AHP) for decision making. In: Kobe, Japan, pp 1–69
Stević Ž, Tanackov I, Vasiljević M, Novarlić B, Stojić G (2016) An integrated fuzzy AHP and TOPSIS model for supplier evaluation. Serbian J Manag 11(1):15–27
Suganthi L (2018) Multi expert and multi criteria evaluation of sectoral investments for sustainable development: an integrated fuzzy AHP, VIKOR/DEA methodology. Sustain Cities Soc 43:144–156
Sun CC (2010) A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods. Expert Syst Appl 37(12):7745–7754
Taylan O, Alamoudi R, Kabli M, AlJifri A, Ramzi F, Herrera-Viedma E (2020) Assessment of energy systems using extended fuzzy AHP, fuzzy VIKOR, and TOPSIS approaches to manage non-cooperative opinions. Sustainability 12(7):2745
Van Laarhoven PJ, Pedrycz W (1983) A fuzzy extension of Saaty’s priority theory. Fuzzy Sets Syst 11(1–3):229–241
Yavuz S, Deveci M (2014) Shopping center site selection with Fuzzy TOPSIS and Fuzzy VIKOR methods and an application. Ege Acad Rev 14(3):463–479 (Turkish)
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Gökkuş, Z., Şentürk, S. & Alatürk, F. Rankıng Districts of Çanakkale in Terms of Rangeland Quality by Fuzzy MCDM Methods. JABES 28, 636–663 (2023). https://doi.org/10.1007/s13253-023-00532-7
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DOI: https://doi.org/10.1007/s13253-023-00532-7