Land Suitability Zoning for Ecotourism Planning and Development of Dikgatlhong Dam, Botswana

  • Ante Šiljeg Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
  • Branko Cavrić Department of Architecture and Planning, Faculty od Engineering and Technology, University of Botswana
  • Silvija Šiljeg Department of Geography, University of Zadar
  • Ivan Marić Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
  • Mirko Barada Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
Keywords: GIS, multi-criteria decision analysis (MCDA), analytical hierarchy process (AHP), ecotourism, land suitability zoning,

Abstract


The main objective of this paper was to discuss applications of GIS based multi-criteria decision analysis (GIS MCDA) and Analytical Hierarchy Process (AHP). These two techniques were applied in order to assist preparation of the Tourism Management Plan, depicting the most suitable zones for ecotourism development in Dikgathlong Dam Lease Area (DDLA) as one of the largest resources of potable water in Botswana. The MCDA was based on geo-morphometric, hydrologic, landscape and community indicators and criteria which emanated from expert’s opinions, intensive field survey and literature review. In addition the AHP has helped to calculate individual criteria weights and to point the degree of suitability zones classified as highly suitable, moderately suitable, marginally suitable and not suitable for ecotourism. After performing both processes and establishing broad management zones it has been found that the Sustainable Development Scenario is the most appropriate option as the future ecotourism development proposal. This research provides new methodology that can be incorporated into future tourism policies and management strategies.

Author Biographies

Ante Šiljeg, Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
Associate Professor, Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
Branko Cavrić, Department of Architecture and Planning, Faculty od Engineering and Technology, University of Botswana
Professor, Department of Architecture and Planning, Faculty od Engineering and Technology, University of Botswana
Silvija Šiljeg, Department of Geography, University of Zadar
Assistant Professor, Department of Geography, University of Zadar
Ivan Marić, Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
Assistant, Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
Mirko Barada, Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)
PhD student (research assistant), Department of Geography, University of Zadar (GAL project, Croatian Science Foundation)

References

Abudeif, A. M., Moneim, A. A. & Farrag, A. F. (2015). Multicriteria decision analysis based on analytic hierarchy process in GIS environment for siting nuclear power plant in Egypt, Annals of nuclear energy, 75(1), 682-692. DOI:https://doi.org/10.1016/j.anucene.2014.09.024

Alexander, M. (2012). Decision-making using the analytic hierarchy process (AHP) and SAS/IML. The Proceedings of the Southeast SAS Users Group, Durham, NC, Available at: https://analytics.ncsu.edu/sesug/2012/SD-04.pdf.

Al-Yahyai, S., Charabi, Y., Gastli, A., & Al-Badi, A. (2012). Wind farm land suitability indexing using multi-criteria analysis. Renewable Energy, 44(1), 80-87. doi:https://doi.org/10.1016/j.renene.2012.01.004

Ayalew, L., Yamagishi, H., & Ugawa, N. (2004). Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan. Landslides, 1(1), 73-81. doi:10.1007/s10346-003-0006-9

Basupi, B., Pansiri, J., & Lenao, M. (2017). Botswana Tourism policy Landscape–successes and challenges. Botswana Journal of Business, 10(1), 83-96.

Blaszczynski, J.S. (1997). Landform characterization with geographic information systems. Photogrammetric Engineering & Remote Sensing, 63(2), 183-191.

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(1), 269-278. doi:https://doi.org/10.1016/j.sbspro.2011.07.024

Çetinkaya, C., Kabak, M., Erbaş, M., & Özceylan, E. (2018). Evaluation of ecotourism sites: a GIS-based multi-criteria decision analysis. Kybernetes, 47(8), 1664-1686. doi:https://doi.org/10.1108/K-10-2017-0392

Chandio, I.A., Matori, A.N., Yusof, K., Talpur, M.H., & Aminu, M. (2014). GIS-basedland suitability analysis of sustainable hillside development. Procedia Engineering, 77(1), 87-94. doi:https://doi.org/10.1016/j.proeng.2014.07.009

Charabi, Y., & Gastli, A. (2011). PV site suitability analysis using GIS-based spatial fuzzy multi-criteria evaluation. Renewable Energy, 33(9), 2554-2561. doi:https://doi.org/10.1016/j.renene.2010.10.037

Cobbinah, P.B. (2016). Contextualising the meaning of ecotourism. Tourism Management Perspectives, 16(1), 179-189. doi:https://doi.org/10.1016/j.tmp.2015.07.015

Curry, A.M., & Horn, N. (2009). Dictionary of Geomrphology. Phnom Penn: Royal University of Phnom Penn, Department of Geography and Land Management.

Fang, Y. (2017). Site Selection of Ecotourism: A case study of Zhejiang Province. International Journal of Innovative Science, Engineering & Technology, 4(3), 321-326.

Fernández, D.S., & Lutz, M.A. (2010). Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis. Engineering Geology, 111(1), 90-98.

Gigović, L., Pamučar, D., Lukić, D., & Marković, S. (2016). GIS-Fuzzy DEMATEL MCDA model for the evaluation of the sites for ecotourism development: A case study of “Dunavski ključ” region, Serbia. Land Use Policy, 58(1), 348-365. doi:https://doi.org/10.1016/j.landusepol.2016.07.03

GISPlan, BTO. (2016). The Development of Dikgathlong Dam Tourism Master Plan – Scoping Report. Revised Version 2.

GISPlan, BTO. (2017). Dikgathlong Dam Tourism Master Plan – Draft Master Plan. Revised Version 3. (str. 1-18).

Hengel, T. (2006). Finding the right pixel size. Computer and Geosciences, 32(9), 1283-1298.

Hoechstetter, S., Walz, U., Dang, L.H., & Thinh, N.X. (2008). Effects of topography and surface roughness in analyses of landscape structure – a proposal to modify the existing set of landscape metrics. Landscape Online, 3(1), 1-14. doi:https://doi.org/10.3097/LO.200803

Hutchinson, M.F. (1989). A new procedure for gridding elevation and stream line data with automatic removal of spurious pits. Journal of Hydrology, 106(1), 211-232. doi:https://doi.org/10.1016/0022-1694(89)90073-5

Janke, J.R. (2010). Multicriteria GIS modeling of wind and solar farms in Colorado. Renewable Energy, 35(10), 2228-2234.

Jankowski, P., & Richard, L. (1994). Integration of GIS-based suitability analysis and multicriteria evaluation in a spatial decision support system for route selection. Environment and Planning B: Planning and Design, 21(3), 323-340. doi:https://doi.org/10.1068/b210323

Jeong, J.S. (2016). A Spatial Regional Planning Assessment for Green Development Towards Ecotourism with Use of MCDA/SAW Method (Case Study: Spanish Rural Housings). Management, 1(4), 69-76. doi:https://doi.org/10.11648/j.urp.20160104.11

Kant Sharma, L., Kanga, S., Singh Nathawat, M., Sinha, S., & Chandra Pandey, P. (2012). Fuzzy AHP for forest fire risk modeling. Disaster Prevention and Management: An International Journal, 21(2), 160-171. doi:https://doi.org/10.1108/09653561211219964

Kaynak, E., & Marandu, E.E. (2006). Tourism market potential analysis in Botswana: a Delphi study. Journal of Travel Research, 45(2), 227-237. doi:https://doi.org/10.1177/0047287506291595

Koschke, L., Fürst, C., Frank, S., & Makeschin, F. (2012). A multi-criteria approach for an integrated land-cover-based assessment of ecosystem services provision to support landscape planning. Ecological Indicators, 21(1), 54-66. doi:https://doi.org/10.1016/j.ecolind.2011.12.010

Kumar, L., Skidmore, A.K., & Knowles, E. (1997). Modelling topographic variation in solar radiation in a GIS environment. International Journal of Geographical Information Science, 11(5), 475-497. doi:https://doi.org/10.1080/136588197242266

Lee, S., & Min, K. (2001). Statistical analysis of landslide susceptibility at Yongin, Korea. Environmental geology, 40(9), 1095-1113. doi:https://doi.org/10.1007/s002540100310

Lozić, S. (1995). Vertikalna raščlanjenost reljefa kopnenog dijela Republike Hrvatske. Acta Geographica Croatica, 30(1), 17-26.(in Croatian)

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 (JBES), (2014). 4(6), 425-437.

Malczewski, J. (2006). Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis. International journal of applied earth observation and geoinformation, 8(4), 270-277. doi:https://doi.org/10.1016/j.jag.2006.01.003

Mardani, A., Jusoh, A., & Zavadskas, E.K. (2015). Fuzzy multiple criteria decision-making techniques and applications – Two decades review from 1994 to 2014. Expert Systems with Applications, 42(8), 4126-4148. doi:https://doi.org/10.1016/j.eswa.2015.01.003

Mbaiwa, J.E. (2005). The problems and prospects of sustainable tourism development in the Okavango Delta, Botswana. Journal of Sustainable Tourism, 13(3), 203-227. doi:https://doi.org/10.1080/01434630508668554

Mendas, A., & Delali, A. (2012). Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria. Computers and Electronics in Agriculture, 83(1), 117-126. doi:https://doi.org/10.1016/j.compag.2012.02.003

Milevski, I. (2008). Estimation of soil erosion risk in the upper part of Bregalnica watershed-Republic of Macedonia, based on digital elevation model and satellite imagery. In: Proceedings from the 5th international conference on geographic information systems. Istanbul: Fatih University, pp. 351-358.

Mitasova, H., Hofierka, J., Zlocha, M., & Iverson, L.R. (1996). Modelling topographic potential for erosion and deposition using GIS. International Journal of Geographical Information Systems, 10(5), 629-641. doi:https://doi.org/10.1080/02693799608902101

Mohd, Z.H., & Ujang, U. (2016). Integrating multiple criteria evaluation and GIS in ecotourism: a review. In: A. Abdul-Rahman et. al. (Eds), International Conference on Geomatic and Geospatial Technology (GGT), International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 42(35), 345-350, Malaysia: Kuala Lumpur.

Statistics Botswana. (2011). Population and Housing Census, Analytical Results. Gaborone.

Ryngnga, P.K. (2008). Ecotourism prioritization: a geographic information system approach. South Asian journal of tourism and heritage, 1(1), 49-56. doi:https://doi.org/10.1016/j.sbspro.2011.07.024

Saarinen, J., Hambira, W.L., Atlhopheng, J., & Manwa, H. (2012). Tourism industry reaction to climate change in Kgalagadi South District, Botswana. Development Southern Africa, 29(2), 273-285. doi:https://doi.org/10.1080/0376835X.2012.675697

Saaty, T.L. (1990). How to make a decision: the analytic hierarchy process. European journal of operational research, 48(1), 9-26. doi:https://doi.org/10.1016/0377-2217(90)90057-I

Saaty, T.L. (2008). Decision making with the analytic hierarchy process. International journal of services sciences, 1(1), 83-98. doi:https://doi.org/10.1504/IJSSCI.2008.017590

Saha, A.K., Gupta, R.P., & Arora, M.K. (2002). GIS-based landslide hazard zonation in the Bhagirathi (Ganga) valley, Himalayas. International journal of remote sensing, 23(2), 357-369. doi:https://doi.org/10.1080/01431160010014260

Sappington, J.M., Longshore, K.M., & Thompson, D.B. (2007). Quantifying landscape ruggedness for animal habitat analysis: a case study using bighorn sheep in the Mojave Desert. Journal of wildlife management, 71(5), 1419-1426. doi:https://doi.org/10.2193/2005-723

Schmidt, J., Evans, I.S., & Brinkmann, J. (2003). Comparison of polynomial models for land surface curvature calculation. International Journal of Geographical Information Science, 17(8), 797-814. doi:https://doi.org/10.1080/1365881031000159605

Swanson, F.J., Kratz, T.K., Caine, N., & Woodmansee, R.G. (1988). Landform effects on ecosystem patterns and processes. BioScience, 38(2), 92-98. doi:https://doi.org/10.2307/1310614

Šiljeg, A., Barada, M., & Marić, I. (2018). Digital Terrain Modelling. University of Zadar. Zagreb: Alfa d.d.

Statistics Botswana. (2015). Tourism Statistics Annual Report 2013. Gaborone.

The International Ecotourism Society (TIES), (2015). Available at: http://www.ecotourism.org/what-is-ecotourism

Whelan, T. (1991). Ecotourism and its role in sustainable development. In: T. Whelan (Ed.), Nature tourism: Managing for the environment. (pp. 3-22). Washington, DC: Island Press.

Zhang, H.X., & Yang, Q.S. (2009). Spatial distribution of rural tourism for construction new country based on MCDA. Human Geography, 19(3), 75-79.

Published
2019/06/24
Section
Original Research