Modeling, Evaluation, and Zoning of Marivan county Ecotourism Potential using Fuzzy Logic, FAHP, and TOPSIS

  • Jahanbakhsh Balist Ph.D. Student of environmental planning, department of environmental planning, University of Tehran. Tehran, IRAN.
  • Hamideh Heydarzadeh Ph.D. Student of environmental planning, department of environmental planning, university of Tehran. Tehran, IRAN
  • Esmail Salehi Associated professor of environmental planning, department of environmental planning, University of Tehran. Tehran, IRAN
Keywords: Tourism, Marivan, Zoning, Fuzzy Logic, FAHP, TOPSIS,

Abstract


Among all the diverse regions of Iran, Marivan is considered one of the touring poles in the country thanks to its unique views which play an important role in providing ecotourism potential. Currently, despite the importance of the issue, no specific study and planning have been done to locate proper zones for an outing. In this regard, evaluation of the land potential for any kind of activity such as recreational planning is the first step in planning. In this study, we evaluated and zoned the ecotourism potential of Marivan in Kurdistan province with fuzzy logic, FAHP, and TOPSIS, based on 15 criteria and applying GIS, where the outcome was zoning map of areas most suitable for ecotourism development. The results indicated that a total area of 3183 km2 (included in the study), classes 4 and 5, respectively, with 151 and 513 km2 constitute the most appropriate zones for ecotourism development. Among points with ecotourism attraction, the Zarivar Lake claimed the top priority while Anjiran Heights received the last priority.

 

References

Abdus, Salam, M., Lindsay, R.G., and Beveridge Malcolmc, M. 2000. Ecotourism to Protect the Reserve Management Forest the Sundarbans and its Flora and Founa. Anatolia. 11: (1), 56-66.

Affisco, John F. 1988. An Empirical Investigation of Integrated Spatial-Proximity MCDM Behavioral problem-Solving Technology Group Decision models; Developments in Business Simulation & Experiential Exercises, Vol. 15, Hofstra University.

Amirahmadi, A., Mozaffari., H., 2012. Analysis of proper Ecotourism Development Zones in Zanjan province, Geographical Research Quarterly, twenty-seventh year, No. 3, row 106, pp. 135-150.

Anada, J. & Herath, G., 2008. Multi-attribute preference modeling and regional land-use planning, Ecological Economics 65: 325–335.

Andy drums, Alan Moore. 2009. An Introduction to the planning and management of ecotourism, translation of Mohsen. Ranjbar, Ayizh Publishing, First Edition, Page 5.

Azar, A.; Faraji, H., 2008, fuzzy management science, Tehran, Study Centre and productivity of Iran.

Badri, S.A.; Rahmani, Khalil; Sojasi Ghidari, M.; Hassanpour, O., 2011. Strategies for ecotourism development in Marivan. Rural Studies, year 2, Issue II, pp. 31-54.

Banerjee, U. K., S. Kumari, S. K. P. Sudhakar. 2002; Remote Sensing and GIS-based ecotourism planning: A case study for western Midnapore, West Bengal, India, http://www. GIS development.net/ application miscellaneous/ mise028 pdf. htm.

Bin, li, Soucheng, Dong, Mei, Exue. 2008. Ecotourism Model and Benefits of Periphery Region in Western Sichuan Province, Chinese Journal of Population, Resource and Environment, vol. 6, No2.

Bonham-Carter, G. F. (1991). Geographic Information System for Geoscientists: Modeling with GIS, Pergamon, Ontario, PP. 291-300.

Brown, F. 2000, Tourism Reassessed: Blight or Blessing, Butterworth, Heinemann.

Bunruamkaew, K. and Murayama, Y., 2011, Site Suitability Evaluation For Ecotourism, Using GIS & AHP: A Case study of Surat Thani Province Thailand, Journal of Management Tourism, Vol. 14, pp. 38-53.

Butler, R.W. 2002. Ecotourism – Has it Achieved Maturity or Has the Bubble Burst, Pacific Rim Tourism 2000 New Zealand, P. 256.

Chang D. Y. 1996. Applications of the extent analysis method on fuzzy AHP. European journal of operational research. 95: 649-655.

Deng H., Yeh C.H., and Willis R.J. 2000. Inter-company Comparison Using Modified TOPSIS with Objective Weights, Comput. Oper. Res., 27, 963-973.

Edgell, D., DelMastro, A., Maria, S., Ginger, R., and Swanson, J. 2008. Tourism Policy and Planning Yesterday, Today and Tomorrow, First Edition, London.

Faraji sabokbar, H. 2005. Site selection for commercial service units by Analytical Hierarchy Process (AHP), Journal of Geography Researches, 37(51): 125-138. (In Persian)

Fennell, David, 2003, Ecotourism an introduction, Routledge London, and New York, bangi volume 5, number 1, 38-5.

Githinji Mwanji, Wanjiko, 2006, An Evaluation of the Use of Eco-Labeling within the Eco Tourism Sector, University of East Anglia.

Gul, A.M., Orucu, K. and Oznur, K. 2006. An approach for recreation suitability analysis to recreation planning in Golchuk Nature Park. Journal of Environmental Management. 1: 606-625.

Hall, C.M: and page, S.J. 2002. "The Geography of Tourism and Recreation," Routledge, second edition.

Hongzhe, S., J, Zhu. 2008, SWOT analysis and Model Discussion of China's Tourism Resources Development- Xianxi Autonomous Prefecture in Hunan Province as an example, Chinese economic.

Huong T.T. Hoang, Quang Hai Truong, An Thinh Nguyen, and Luc Hens, 2018, Multicriteria Evaluation of Tourism Potential in the Central Highlands of Vietnam: Combining Geographic Information System (GIS), Analytic Hierarchy Process (AHP) and Principal Component Analysis (PCA), Sustainability 2018, 10, 3097.

Hwang C.L. and Yoon K. 1981. Multiple Attribute Decision Making: Methods and Applications, Springer-Verlag, New York.

Issavi, and., Karami, J., Ali Mohammad, A., Niknejad S.A, Q s. 2012. Comparison of AHP and Fuzzy-AHP decision-making methods in the initial location of underground dams in Taleghan area, earth science, year 22, No. 85, pp. 27- 34.

Jin Su Jeong, Lorenzo García-Moruno, Julio Hernandez-Blanco, and Alonso Sanchez-Ríos, 2016, Planning of rural housings in reservoir areas under (mass) tourism based on a fuzzy DEMATEL-GIS/MCDA hybrid and participatory method for Alange, Spain, Habitat International 57 (2016) 143-153.

Karami, O; Mahdavi, Ali; Hosseininasr, Mohammad; Jalilvand, Hamid. 2014. Evaluation of Ecotourism prone areas using Analytical Hierarchy Process (AHP) (Case Study: Babolrood watershed, Mazandaran). Journal of Research Science and Technology Wood and Jungle, Volume XXI, Issue II, pp. 185- 202.

Keshavarz, a., Khashei seoki, AS., Najafi, M.. 2014. Proper siting of drinking water extraction using fuzzy AHP (Case study: Birjand aquifer), water and sanitation Quarterly, Issue 3, Pages 135 - 142.

Kourepazan Dezfooli, 2008. Principles of fuzzy sets theory and its application in modeling water engineering issues, SID publishing, an Industrial unit of Amir Kabir, Tehran.

Kumari, S., Behera, M. D. &. Tewari, H. R.Department of Humanities and Social, Sciences, entre for Oceans, Rivers, Atmosphere and Land Sciences, Indian Institute of Technology, Kharagpur 721 302, India Sikkim geospatial 2010.

Lai Y.J., Liu T.Y., and Hwang C.L. 1994. TOPSIS for MODM, Eur.J. Oper. Res., 76, 486-500.

Laurance, W., Alonso, M. and Campbell, P. 2005. Challenge for forest conservation in Gabon, Central Africa. Futures, 38: 454-474.

Lin HT, 2010. Fuzzy application in service quality analysis: An empirical study, expert systems with applications, 37(1): 517-526.

Maghsoudi, M, Faraji Sabokbar, Hassanali, Parvaz., H., Behnam Morshedi, H. 2015. Locating optimal areas for ecotourism development in Kavir National Park using GIS and genetic algorithms. Human Geography Research, Volume 47, Issue 2, pp. 367- 390.

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

Malczewski J (2004) GIS-based land-use suitability analysis: a critical overview. Prog plan 62(1):3–65.

Malek, MR; Hemmati, F; Jahedi, N., Fardad, Mehdi. 2011. Optimal positioning of fire stations established in Zanjan using network analysis, fuzzy logic, and GIS. Geomatics 90.

Marilena Papageorgiou, 2016, Coastal and marine tourism: A challenging factor in Marine Spatial Planning, Ocean & Coastal Management 129 (2016) 44-48.

Mehmet Cetin & Hakan Sevik, 2016, Evaluating the recreation potential of Ilgaz Mountain National Park in Turkey, Environ Monit Assess (2016) 188: 52.

Minciardi, R. et al., 2008, Multi-objective Optimization of Solid Waste Flows EnvironmentallySustainableStrategiesfor Municipalities, Waste Management 28.

Miri, SS.2011. Analysis of the tourism of Ouramanat area (with an emphasis on the feasibility of tourist areas) using Topsis, Paveh Case Study, Master thesis, University of Sistan and Baluchestan.

Moradzadeh Fard, Moosazadeh Abbasi, n., Moshashaei, SM.. 2011. New model in ranking and financial evaluation of companies (Case Study: Tehran Stock Exchange base metals industry), accounting and auditing investigation Quarterly, No. 66, pp. 41-52.

Mustafa 2010. Monitoring land use changes in tourism centers with GIS. Scientific research and essays vol.

Norhidayah Harun & Narimah Samat, 2016, GIS-BASED MULTICRITERIA EVALUATION APPROACH IN PLANNING TOURISM DEVELOPMENT SITES IN ENVIRONMENTALLY SENSITIVE AREAS, SHS Web of Conferences 23 02001 (2016 ).

Nyaupane, G.P. and Thapa, B. 2004. Evaluation of Ecotourism: A Comparative Assessment in the Annapurna Conservation Area Project, Nepal, Journal of Ecotourism 3.

Olson D.L. 2004. Comparison of Weights in TOPSIS Models, Math.Comput. Model., 40, 721-727.

Parolo, G., Ferrarini, A. and Rossi, G., 2009, Optimization of Tourism Impacts Within Protected Area by Means of Genetic Algorithms, Journal of Springer, Vol. 14, pp. 25-41.

Phua, M. H., & Minowa, M., 2005. A GIS-based multi-criteria decision-making approach to forest conservation planning at a landscape scale: a case study in the Kinabalu Area, Sabah, Malaysia, Landscape and urban planning 71: 207–222.

Pourtaheri, M. 2011. Multi-criteria decision-making methods in geography, Samt publishing.

Ramsey, M. And Schaumleffel, N.A., 2006, Agritourism and Rural Economic Development, Indiana Business Review, fall 2006, PP. 6-9.

Rao, R. V., and Davim, J. P. 2008, "Decision-Making Framework Models for Material Selection Using a Combined Multiple Attribute Decision-Making Method", J. of Adv Manufacturing Technology, 35, 751–760.

Rokn Al-Din Eftekhari, AR.; Sojasi Ghidari, H.; Pourtaheri Mahdi, Azar, A. 2013, Application of GIS and MCDM in identifying rural areas with ecotourism potential (Case Study: Touristic valley rivers of Tehran Province). Journal of Rural Studies, Volume 4, Issue 3, row 15, pp. 641- 660.

Safari, A., Akhdar. 2012. Comparison of the frequency ratio and fuzzy membership functions in zoning landslide hazard (Case Study: Sanandaj-Marivan road), Journal of Geography and environmental hazards, No. IV, pp. 79- 96.

Serafim, Opricovic & Gwo-Hshiung Tzeng. 2004 Compromise Solution by MCDM Methods: A Comparative Analysis of VIKOR and TOPSIS; European Journal of Operational Research, 156, 445–455.

Sharifi, S.M.; Bostani, AR. 2015. Ecotourism zoning using fuzzy model. Case Study: Shiraz city. Preparation of spatial geographic, Issue 5th, Serial No. 16th, pp 1- 17.

Stankov, U., Stojanovic, V., Dragicevic, V. and Arsenovic, D., 2011, Ecotourism–An Alternative to Mass Tourism in Nature Park Stara Planina, Journal of Geographical Institute Jovan Cvijic, Vol. 3, pp. 12-25.

T. Fung a; F. K. K. Wong Affiliation: a Department of Geography and Resources Management, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong Geocarto International, Volume 22, Issue 2 June 2007, pages 87 – 105.

Tavana M. and Marbini A.H. 2011. A Group AHP-TOPSIS Framework for Human Spaceflight Mission Planning at NASA, Exp. Syst. Appl., 38, 13588–13603.

Thampi, santosh, p. 2005. Ecotourism in Keral India: Lesson from Eco-Development Project in Periyar Tiger Reserve, No 13.

Tremblay, P. 2006. Desert Tourism Scoping Study, Desert Knowledge CRC, Report 12, Australia, Charles Darwin University.

Tsaur, S.H., and Wang, CH.H. 2007. The Evaluation of Sustainable Tourism Development by Analytic Hierarchy Process and Fuzzy Set Theory: An Empirical Study on the Green Island in Taiwan. Asia Pacific Journal of Tourism Research, 12 (2).

Uglješa Stankov, Michal Klaučo, Vanja Dragićević, Miroslav . Vujičić, Milica Solarević, 2016, Assessing land-use changes in tourism area on the example of Čajetina municipality (Serbia), Geographica Pannonica • Volume 20, Issue 2, 105-113 (June 2016).

Wang, Y. J. 2008, "Applying FMCDM to Evaluate Financial Performance of Domestic Airlines in Taiwan," Expert Systems with Applications, 34, 1837–1845.

Wearing S., Neil J., 1999, Ecotourism: Impacts, Potentials, and Possibilities, Butterworth-Heinemann, London.

Weaver, D.B. and Lawton, L.J. 2007. Twenty years on the state of contemporary ecotourism research. Tourism Management, 28: 1168-1179.

Zhang, J.G. et al., 2007, Multi-Objective Group Decision Making Methods, Software, and Application with Fuzzy Set Techniques, Imperial College Press.

Published
2019/03/26
Section
Original Research