Assessment of Ecotourism Potential Using Fuzzy Analytic Hierarchy Process (FAHP) and Geographic Information System (GIS) in Do Hezar, Mazandaran Province, Iran

Document Type : Original Research Article

Authors

1 Department of Physical Geography, Faculty of Earth Sciences, Shahid Beheshti University, Tehran, Iran

2 Department of Physical Geography, Faculty of Earth Science, Shahid Beheshti University, Tehran, Ira

Abstract

The present research was done to identify and map ecotourism suitability and potential using fuzzy analytic hierarchy process (FAHP) and geographic information system (GIS) in Do Hezar watershed, Hyrcanian forests, north of Iran. Assessment of ecotourism suitability for study area could lead to improving economic situation of people and better conservation of natural resources. The analysis process was performed to produce an ecotourism suitability map, using 12 criteria selected using questionnaires completed by 50 specialists and experts in the fields of ecotourism and natural resource management. These criteria included roughness elevation, slope, rainfall, lithology, soil, land use, distance from rivers, distance from roads, distance from villages, distance from fault, and vegetation density, that were demonstrated to be related to land use planning for ecotourism. The FAHP was applied to determine weights of criteria. The weighted map was overlaid and ecotourism potential was determined on the map.   The results indicated that 52.4% of the area of Do Hezar watershed has high and very high potential for development of ecotourism site. The FAHP methods were useful to determine and identify ecotourism suitability areas in order to develop ecotourism planning in the study area.

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Main Subjects


Akhtar, F., Lodhi, S.A., Khan, S.S. & Sarwar, F., 2016. Incorporating permaculture and strategic management for sustainable ecological resource management. Journal of environmental management, 179, 31-37.‏ DOI: 10.1016/j.jenvman.2016.04.051
Alaqeel, T.A. & Suryanarayanan, S., 2018. A fuzzy Analytic Hierarchy Process algorithm to prioritize Smart Grid technologies for the Saudi electricity infrastructure. Sustainable Energy, Grids and Networks, 13, 122-133.‏ https://doi.org/10.1016/j.segan.2017.12.010
Akhani, H., Djamali, M., Ghorbanalizadeh, A. & Ramezani, E., 2010. Plant biodiversity of Hyrcanian relict forests, N Iran: an overview of the flora, vegetation, palaeoecology and conservation. Pakistan Journal of Botany, 42(1), 231-258.
Aminu, M., Ludin, A.N.B.M., Matori, A.N., Yusof, K.W., Dano, L.U. & Chandio, I.A., 2013. A spatial decision support system (SDSS) for sustainable tourism planning in Johor Ramsar sites, Malaysia. Environmental earth sciences, 70(3), 1113-1124.‏ DOI: 10.1007/s12665-012-2198-6
Anonymous, 2005. Current Status of Biodiversity Conservation and Sustainable Development in the Islamic Republic of Iran, In: National CBD Reports, I.R. Iran. Downloaded from http://www.caspianenvironment.org/biodiversity/iran/first.htm.
Arrowsmith, C. & Inbakaran, R., 2002. Estimating environmental resiliency for the Grampians National Park, Victoria, Australia: a quantitative approach. Tourism Management, 23(3), 295-309.‏ DOI: 10.1016/S0261-5177(01)00088-7
Badri, S.A., Bayat, N., Fatahi, A., Abdi, N. & Bagheri, F., 2015. Segmentation of rural tourists by tourism motivations (Case study: Sarvestan, Bavanat Township). Human Geography Research, 47(4), 773-787.‏ 10.22059/JHGR.2015.53458
Bahaire, T. & Elliott-White, M., 1999. The application of geographical information systems (GIS) in sustainable tourism planning: A review. Journal of Sustainable Tourism, 7(2), 159-174.‏ https://doi.org/10.1080/09669589908667333.
Balist, J., Heydarzadeh, H. & Salehi, E., 2019. Modeling, evaluation, and zoning of Marivan county ecotourism potential using fuzzy logic, FAHP, and TOPSIS. Geographica Pannonica, 23(1).
Bazmara Balashti, M., Tavakoly, M. & Jafarzadeh, K., 2017. Assessing appropriate areas for ecotourism development of protected areas. case study: Khaeez protected area. The Journal of Spatial Planning, 21(3), 95-118.
Boo, E., 1990. Ecotourism: the potentials and pitfalls, volume 1. Ecotourism: the potentials and pitfalls, v. 1.‏
Browicz, K., 1989. Chorology of the Euxinian and Hyrcanian element in the woody flora of Asia. Plant Systematics and Evolution, 162(1), 305-314. https://doi.org/10.1007/BF00936923
Brown, G., Strickland-Munro, J., Kobryn, H. & Moore, S.A., 2016. Stakeholder analysis for marine conservation planning using public participation GIS. Applied Geography, 67, 77-93.‏ https://doi.org/10.1016/j.apgeog.2015.12.004
Bunruamkaew, K. & Murayam, Y., 2011. Site suitability evaluation for ecotourism using GIS & AHP: A case study of Surat Thani province, Thailand. Procedia-Social and Behavioral Sciences, 21, 269-278.‏ https://doi.org/10.1016/j.sbspro.2011.07.024
Bunruamkaew, K. & Murayama, Y., 2012. Land use and natural resources planning for sustainable ecotourism using GIS in Surat Thani, Thailand. Sustainability, 4(3), 412-429. ‏ DOI: 10.3390/su4030412
Burton, R., 1997. The sustainability of ecotourism. In: Stabler MJ (ed) Tourism and sustainability: principles to practice CAB international. Wallingford, U
Chang, D.Y., 1996. Applications of the extent analysis method on fuzzy AHP. European journal of operational research, 95(3), 649-655.
Chhetri, P. & Arrowsmith, C., 2008. GIS-based modelling of recreational potential of nature-based tourist destinations. Tourism Geographies, 10(2), 233-257.‏ DOI: 10.1080/14616680802000089
Chiu, Y.T.H. Lee, W.I. & Chen, T.H., 2014. Environmentally responsible behavior in ecotourism: Antecedents and implications. Tourism management, 40, 321-329. ‏ DOI: 10.1016/j.tourman.2013.06.013
Dixon, J.A., Fallon Scura, L. & van't Hof, T., 1993. Meeting ecological and economic goals: marine parks in the Caribbean. Ambio (Sweden). ‏
Dhami, I., Deng, J., Burns, R.C. & Pierskalla, C., 2014. Identifying and mapping forest-based ecotourism areas in West Virginia–Incorporating visitors' preferences. Tourism management, 42, 165-176. ‏
DOI: 10.1016/j.tourman.2013.11.007.
Fekrizad, N. & Vossoughi, L., 2017. Prioritization of Appropriate Areas for Developing Ecotourism in Talesh County, Using GIS & AHP. Spatial Planning, 6(4), 101-124.
Fennell, D.A., 2014. Ecotourism. Routledge. ‏
Ghoddousi, S., Pintassilgo, P., Mendes, J., Ghoddousi, A. & Sequeira, B., 2018. Tourism and nature conservation: A case study in Golestan National Park, Iran. Tourism management perspectives, 26, 20-27.‏
Ghorbanzadeh, O., Blaschke, T., Aryal, J. & Gholaminia, K., 2020. A new GIS-based technique using an adaptive neuro-fuzzy inference system for land subsidence susceptibility mapping. Journal of Spatial Science, 65(3), 401-418.‏ https://doi.org/10.1080/14498596.2018.1505564
Ghorbanzadeh, O., Pourmoradian, S., Blaschke, T. & Feizizadeh, B., 2019. Mapping potential nature-based tourism areas by applying GIS-decision making systems in East Azerbaijan Province, Iran. Journal of Ecotourism, 18(3), 261-283.‏ https://doi.org/10.1080/14724049.2019.1597876
Githinji, M.W., 2006. An evaluation of the use of ecolabeling within the eco-tourism sector. Norwich: University of East Anglia. ‏
‏Hashemi, N. & Ghaffary, G., 2017. A proposed sustainable rural development index (SRDI): lessons from Hajij village, Iran. Tourism Management, 59, 130-138.‏ DOI: 10.1016/j.tourman.2016.07.021
Honey, M., 1999. Ecotourism and sustainable development. Who owns paradise? Island press. ‏
Hosseini, S.M., 2019. Outstanding universal values of Hyrcanian Forest, the newest Iranian property, inscribed in the UNESCO’s World Heritage List. Tourism Res., 1(3), 1-17.
Jenness, J.S., 2004. Calculating landscape surface area from digital elevation models. Wildlife Society Bulletin, 32(3), 829-839.‏ DOI: 10.2193/0091-7648(2004)032[0829:CLSAFD]2.0.CO;2
Jiang, Y. & Ritchie, B.W., 2017. Disaster collaboration in tourism: Motives, impediments and success factors. Journal of Hospitality and Tourism Management, 31, 70-82.‏ DOI: 10.1016/j.jhtm.2016.09.004
Karimzadeh, S., Feizizadeh, B. & Matsuoka, M., 2017. From a GIS-based hybrid site condition map to an earthquake damage assessment in Iran: Methods and trends. International journal of disaster risk reduction, 22, 23-36.‏ https://doi.org/10.1016/j.ijdrr.2017.02.016
Karanth, K.K. & DeFries, R., 2011. Nature‐based tourism in Indian protected areas: New challenges for park management. Conservation Letters, 4(2), 137-149.‏ doi: 10.1111/j.1755-263X.2010.00154.x.
Khodadadi, M., 2016. A new dawn? The Iran nuclear deal and the future of the Iranian tourism industry. Tourism Management Perspectives, 18, 6-9.‏ DOI:  10.1016/j.tmp.2015.12.019
Khodaian, S., Fekrizad, N. & Arastoo, B., 2014. Feasibility Study of Ecotourism Regions in Talesh County Using GIS. Physical Geography Research Quarterly, 46(4), 477-494.
Kumari, C.M., Bhat, K.M. & Bansal, R., 2016. Evaluation of surface roughness of different restorative composites after polishing using atomic force microscopy. Journal of conservative dentistry: JCD, 19(1), 56.‏ DOI: 10.4103/0972-0707.173200
Iversen, N.M., Hem, L.E. & Mehmetoglu, M., 2016. Lifestyle segmentation of tourists seeking nature-based experiences: The role of cultural values and travel motives. Journal of Travel & Tourism Marketing, 33(sup1), 38-66.‏ https://doi.org/10.1080/10548408.2014.998359
Laurance, W.F., Alonso, A., Lee, M. & Campbell, P., 2006. Challenges for forest conservation in Gabon, Central Africa. Futures, 38(4), 454-470.‏ DOI: 10.1016/j.futures.2005.07.012
Lenao, M. & Basupi, B., 2016. Ecotourism development and female empowerment in Botswana: A review. Tourism Management Perspectives, 18, 51-58.‏ https://doi.org/10.1016/j.tmp.2015.12.021
Liu, D.I., Cao, C., Dubovyk, O., Tian, R., Chen, W., Zhuang, Q. & Menz, G., 2017. Using fuzzy analytic hierarchy process for spatio-temporal analysis of eco-environmental vulnerability change during 1990–2010 in Sanjiangyuan region, China. Ecological Indicators, 73, 612-625.‏. DOI:10.1016/j.ecolind.2016.08.031.
Mahdavi, A. & Niknejad, M., 2014. Site suitability evaluation for ecotourism using MCDM methods and GIS: Case study-Lorestan province, Iran. Journal of Biodiversity and Environmental Sciences, 4(6), 425-437.
Malczewski, J., 2004. GIS-based land-use suitability analysis: a critical overview. Progress in planning, 62(1), 3-65.‏https://doi.org/10.1007/s11269-014-0663-6
Masih, M., Jozi, A., Lahijanian, A., Danehkar, A. & Vafaeinejad, A., 2018. Capability assessment and tourism development model verification of Haraz watershed using analytical hierarchy process (AHP). Environmental Monitoring and Assessment, 190, 468. DOI: 10.1007/s10661-018-6823-z
Marais, M., Du Plessis, E. & Saayman, M., 2017. Critical success factors of a business tourism destination: Supply side analysis. Acta Commercii, 17(1), 1-12.‏ DOI: 10.4102/ac.v17i1.423
McCabe, S. & Johnson, S., 2013. The happiness factor in tourism: Subjective well-being and social tourism. Annals of Tourism Research, 41, 42-65.‏ DOI:  10.1016/j.annals.2012.12.001
Mehmetoglu, M., 2007. Nature-based tourism: A contrast to everyday life. Journal of Ecotourism, 6(2), 111-126.‏ DOI: 10.2167/joe168.0
Moghimehfar, F. & Nasr-Esfahani, M.H., 2011. Decisive factors in medical tourism destination choice: A case study of Isfahan, Iran and fertility treatments. Tourism Management, 32(6), 1431-1434.
DOI: 10.1016/j.tourman.2011.01.005
Moradzadeh Fard, M., Abbassi, N. & Moshashaei, S.M., 2012. Provide a New Model in the Ranking and Corporate Financial Assessment (Basic Metals Industry Case Study in Tehran Stock Exchange). Accounting and Auditing Review, 18(66), 41-52.
Nilashi, M., Samad, S., Manaf, A.A., Ahmadi, H., Rashid, T.A., Munshi, A. & Ahmed, O.H., 2019. Factors influencing medical tourism adoption in Malaysia: A DEMATEL-Fuzzy TOPSIS approach. Computers & Industrial Engineering, 137, 106005.‏ DOI: 10.1016/j.cie.2019.106005
Nino, K., Mamo, Y., Mengesha, G. & Kibret, K.S., 2017. GIS based ecotourism potential assessment in Munessa Shashemene Concession Forest and its surrounding area, Ethiopia. Applied Geography, 82, 48-58.‏ DOI: 10.1016/j.apgeog.2017.02.010
Ok, K., 2006. Multiple criteria activity selection for ecotourism planning in Igneada. Turkish journal of agriculture and forestry, 30(2), 153-164. DOI: 10.1016/j.wasman.2010.01.015
Orams, M.B., 1996. Using interpretation to manage nature-based tourism. Journal of sustainable tourism, 4(2), 81-94.‏ DOI: 10.1080/09669589608667260
Pezeshki, F., Ardekani, S.S., Khodadadi, M., Almodarresi, S.M.A. & Hosseini, F.S., 2019. Cognitive structures of Iranian senior tourists towards domestic tourism destinations: A means-end chain approach. Journal of Hospitality and Tourism Management, 39, 9-19.‏ DOI : 10.1016/j.jhtm.2019.01.008
Petz, K., Glenday, J. & Alkemade, R., 2014. Land management implications for ecosystem services in a South African rangeland. Ecological indicators, 45, 692-703.‏ DOI: 10.1016/j.ecolind.2014.05.023
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(2-4), 207-222.‏ https://doi.org/10.1016/j.landurbplan.2004.03.004
Prueksakorn, K., Gonzalez, J.C., Keson, J., Wongsai, S., Wongsai, N. & Akkajit, P., 2018. A GIS-based tool to estimate carbon stock related to changes in land use due to tourism in Phuket Island, Thailand. Clean Technologies and Environmental Policy, 20(3), 561-571z.‏ DOI:  10.1007/s10098-017-1455-5.
Reihanian, A., Mahmood, N.Z.B., Kahrom, E. & Hin, T.W., 2012. Sustainable tourism development strategy by SWOT analysis: Boujagh National Park, Iran. tourism management Perspectives, 4, 223-228. https://doi.org/10.1016/j.tmp.2012.08.005
Rhormens, M.S., Pedrini, A.D.G. & Ghilardi-Lopes, N.P., 2017. Implementation feasibility of a marine ecotourism product on the reef environments of the marine protected areas of Tinharé and Boipeba Islands (Cairu, Bahia, Brazil). Ocean & coastal management, 139, 1-11.‏
Riley, S.J., DeGloria, S.D. & Elliot, R., 1999. Index that quantifies topographic heterogeneity. intermountain Journal of sciences, 5(1-4), 23-27. ‏
Saaty, T.L., 2004. Fundamentals of the analytic network process—Dependence and feedback in decision-making with a single network. Journal of Systems science and Systems engineering, 13(2), 129-157. https://doi.org/10.1007/s11518-006-0158-y.
Saffari, A. & Akhdar, A., 2013. The Comparison of the Frequency ratio model and Fuzzy Membership Functions in Landslide Hazard Zonation (Case study: Marivan-Sanandaj road). Journal of Geography and Environmental Hazards, 1(4), 79-96.
Shamsoddini, A. & Amiri Fahlyiani, M.R., 2016. Rating the Aspects of Tourist Development in the Villages of Mamasani County. Journal of Research and Rural Planning, 5(1), 19-32.
Sharpley, R., 2006. Ecotourism: A consumption perspective. Journal of Ecotourism, 5(1-2), 7-22.‏
Shokati, B. & Feizizadeh, B., 2019. Sensitivity and uncertainty analysis of agro-ecological modeling for saffron plant cultivation using GIS spatial decision-making methods. Journal of Environmental Planning and Management, 62(3), 517-533. https://doi.org/10.1080/09640568.2018.1427561
Solnet, D.J., Ford, R.C., Robinson, R.N., Ritchie, B.W. & Olsen, M., 2014. Modeling locational factors for tourism employment. Annals of Tourism Research, 45, 30-45.‏ https://doi.org/10.1016/j.annals.2013.11.005
Song, D. & Kuwahara, S., 2016. Ecotourism and world natural heritage: Its influence on islands in Japan. Journal of Marine and Island Cultures, 5(1), 36-46.‏ https://doi.org/10.1016/j.imic.2016.05.006
Tang, C., Zhong, L. & Ng, P., 2017. Factors that influence the tourism industry's carbon emissions: A tourism area life cycle model perspective. Energy Policy, 109, 704-718.‏ DOI:10.1016/j.enpol.2017.07.050
Thampi, S.P., 2005. Ecotourism in Kerala, India: Lessons from the eco-development project in Periyar Tiger Reserve. ECOCLUB.
TIES, 2009. TIES global ecotourism fact sheet: The international ecotourism society. Retrieved from http://www.ecotourism.org
Tremblay, P., 2006. Desert Tourism Scoping Study, Desert Knowledge CRC, Report 12, Australia, Charles Darwin University.
Vishwakarma, V., Prakash, C. & Barua, M.K., 2016. A fuzzy-based multi-criteria decision-making approach for supply chain risk assessment in Indian pharmaceutical industry. International Journal of Logistics Systems and Management, 25(2), 245-265. DOI: 10.1504/IJLSM.2016.078915
Tsaur, S.H., Lin, Y.C. & Lin, J.H., 2006. Evaluating ecotourism sustainability from the integrated perspective of resource, community and tourism. Tourism management, 27(4), 640-653.‏ DOI : 10.1016/j.tourman.2005.02.006
Wall, G., 1997. Is ecotourism
 sustainable? Environmental management, 21(4), 483-491. ‏ http://dx.doi.org/10.1007/s002679900044
Wishitemi, B.E., Momanyi, S.O., Ombati, B.G. & Okello, M.M., 2015. The link between poverty, environment and ecotourism development in areas adjacent to Maasai Mara and Amboseli protected areas, Kenya. Tourism Management Perspectives, 16, 306-317.‏
Xu, S., Mingzhu, L., Bu, N. & Pan, S., 2017. Regulatory frameworks for ecotourism: An application of total relationship flow management theorems. Tourism Management, 61, 321-330.
 https://doi.org/10.1016/j.tourman.2017.02.012
Zabihi, H., Alizadeh, M., Wolf, I.D., Karami, M., Ahmad, A. & Salamian, H., 2020. A GIS-based fuzzy-analytic hierarchy process (F-AHP) for ecotourism suitability decision making: A case study of Babol in Iran. Tourism Management Perspectives, 36, 100726.