Using multivariate statistics to assess ecotourism potential of water-bodies: A case-study in Mauritania

Abstract Evaluating the ecotourism potential of sites is a key issue in tourism management. Multiple methodologies have been developed to assess the ecotourism potential of sites. However, there are many constraints affecting their quality. Methodologies independent of subjective criteria and weights are lacking, compromising following interpretations on where to allocate efforts for ecotourism development. We propose a new approach to circumvent these issues that combines independent statistical procedures to assess ecotourism potential. By combining multi-criteria with ordination and clustering algorithms, this two-stage statistical approach allowed identifying suitable water-bodies for ecotourism development in Mauritania and independently assessed which features are related with ecotourism potential. The method was able to group sites for different ecotourist demands, which has implications for policy makers and tourism planners trying to optimize investments while protecting biodiversity and supporting communities. We provide a framework that is scalable and applicable by stakeholders operating in ecotourism planning and management worldwide.

[1]  R. Buckley,et al.  Tourism Revenue as a Conservation Tool for Threatened Birds in Protected Areas , 2013, PloS one.

[2]  Frederico Santarém,et al.  Conserving desert biodiversity through ecotourism. , 2015 .

[3]  U. Gretzel,et al.  Smart tourism challenges , 2017 .

[4]  Ralf Buckley,et al.  Evaluating the net effects of ecotourism on the environment: a framework, first assessment and future research , 2009 .

[5]  I. A. Pina,et al.  Rural tourism demand by type of accommodation. , 2005 .

[6]  David Bruce Weaver,et al.  Comprehensive and Minimalist Dimensions of Ecotourism , 2005 .

[7]  David Bruce Weaver,et al.  The Encyclopedia of Ecotourism , 2003 .

[8]  F. Kienast,et al.  GIS-assisted mapping of landscape suitability for nearby recreation , 2012 .

[9]  H. Hotelling.  Analysis of a complex of statistical variables into principal components. , 1933 .

[10]  George Arimond,et al.  A Clustering Method for Categorical Data in Tourism Market Segmentation Research , 2001 .

[11]  J. C. Brito,et al.  Desert-adapted species are vulnerable to climate change: Insights from the warmest region on Earth , 2015 .

[12]  J. Saarinen,et al.  TRADITIONS OF SUSTAINABILITY IN TOURISM STUDIES , 2006 .

[13]  D. Weaver,et al.  The Ecotourium Concept and Tourism-Conservation Symbiosis , 2005 .

[14]  P. Chhetri,et al.  GIS-based Modelling of Recreational Potential of Nature-Based Tourist Destinations , 2008 .

[15]  D. Chessel,et al.  From dissimilarities among species to dissimilarities among communities: a double principal coordinate analysis. , 2004, Journal of theoretical biology.

[16]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[17]  Robert J. Smith,et al.  Using a Systematic Approach to Select Flagship Species for Bird Conservation , 2014, Conservation biology : the journal of the Society for Conservation Biology.

[18]  R. Dowsett,et al.  Birds of western Africa , 2001 .

[19]  Neftalí Sillero,et al.  Normalized difference water indexes have dissimilar performances in detecting seasonal and permanent water in the Sahara–Sahel transition zone , 2012 .

[20]  M. Honey,et al.  Book Review: Ecotourism and Sustainable Development: Who Owns Paradise? , 1999 .

[21]  E. Sanderson,et al.  The Human Footprint and the Last of the Wild , 2002 .

[22]  J. C. Brito,et al.  Crocodiles in the Sahara Desert: An Update of Distribution, Habitats and Population Status for Conservation Planning in Mauritania , 2011, PloS one.

[23]  J. D. Toit,et al.  The potential contribution of ecotourism to African wild dog Lycaon pictus conservation in South Africa , 2005 .

[24]  T. Fung,et al.  Ecotourism planning in Lantau Island using multiple criteria decision analysis with geographic information system , 2016 .

[25]  C. Rogerson,et al.  Tourism and the Millennium Development Goals: perspectives beyond 2015 , 2014, Tourism and Sustainable Development Goals.

[26]  J. Hanspach,et al.  Cultural Ecosystem Services: A Literature Review and Prospects for Future Research , 2013 .

[27]  T. Fung,et al.  Ecotourism planning using multiple criteria evaluation with GIS , 2007 .

[28]  D. Diamantis.  The Concept of Ecotourism: Evolution and Trends , 1999 .

[29]  Frederico Santarém,et al.  Update of distribution, habitats, population size, and threat factors for the West African crocodile in Mauritania , 2016 .

[30]  S. Carvalho,et al.  Conservation Biogeography of the Sahara‐Sahel: additional protected areas are needed to secure unique biodiversity , 2016 .

[31]  Racing.  What is ecotourism , 2013 .

[32]  R. Buckley,et al.  Ecotourism contributions to conservation of African big cats , 2015 .

[33]  M. Pérez-Soba,et al.  Mapping cultural ecosystem services: a framework to assess the potential for outdoor recreation across the EU , 2014 .

[34]  D. Western,et al.  FINDING SPACE FOR WILDLIFE BEYOND NATIONAL PARKS AND REDUCING CONFLICT THROUGH COMMUNITY-BASED CONSERVATION: THE KENYA EXPERIENCE , 2015 .

[35]  M. Onaindia,et al.  Mapping recreation supply and demand using an ecological and a social evaluation approach , 2015 .

[36]  A. Cooper,et al.  An ecological basis for sustainable land use of Eastern Mauritanian wetlands , 2006 .

[37]  Adrian E. Raftery,et al.  Model-Based Clustering, Discriminant Analysis, and Density Estimation , 2002 .

[38]  A. Kliskey.  Recreation terrain suitability mapping: a spatially explicit methodology for determining recreation potential for resource use assessment , 2000 .

[39]  H. H. Sung.  Classification of Adventure Travelers: Behavior, Decision Making, and Target Markets , 2004 .

[40]  Regina Scheyvens,et al.  Ecotourism and the empowerment of local communities , 1999 .

[41]  J. Fernández-Palacios,et al.  Crocodiles Crocodylus niloticus as a focal species for conserving water resources in Mauritanian Sahara , 2008, Oryx.

[42]  Gretchen C Daily,et al.  Conservation Planning for Ecosystem Services , 2006, PLoS biology.

[43]  M. Walpole,et al.  Tourism and flagship species in conservation , 2002, Biodiversity & Conservation.

[44]  Pierre Walter,et al.  How do you know it when you see it? Community-based ecotourism in the Cardamom Mountains of southwestern Cambodia , 2013 .

[45]  Douglas W. Yu,et al.  The Market Triumph of Ecotourism: An Economic Investigation of the Private and Social Benefits of Competing Land Uses in the Peruvian Amazon , 2010, PloS one.

[46]  D. Weaver.  The evolving concept of ecotourism and its potential impacts , 2002 .

[47]  S. Pimm,et al.  Overlooked Mountain Rock Pools in Deserts Are Critical Local Hotspots of Biodiversity , 2015, PloS one.

[48]  A. Stronza,et al.  The Economic Promise of Ecotourism for Conservation , 2007 .

[49]  J. L. Gittleman,et al.  Targeting global conservation funding to limit immediate biodiversity declines , 2013, Proceedings of the National Academy of Sciences.

[50]  Laura Nahuelhual,et al.  Mapping recreation and ecotourism as a cultural ecosystem service: an application at the local level in Southern Chile. , 2013 .

[51]  Joana Nogueira,et al.  Unravelling biodiversity, evolution and threats to conservation in the Sahara‐Sahel , 2014, Biological reviews of the Cambridge Philosophical Society.

[52]  Frederico Santarém,et al.  Assessing ecotourism potential of hiking trails: A framework to incorporate ecological and cultural features and seasonality , 2015 .

[53]  K. Jerina,et al.  Consequences of brown bear viewing tourism : A review , 2017 .

[54]  D. Macmillan,et al.  Evaluating Conservation Flagships and Flagship Fleets , 2014 .

[56]  D. Macmillan,et al.  Birds as tourism flagship species: a case study of tropical islands , 2009 .

[57]  R. D. Needham,et al.  Ecotourism: The Evolving Contemporary Definition , 2006 .

[58]  Douglas W. Yu,et al.  Closing the ecotourism-conservation loop in the Peruvian Amazon , 2011, Environmental Conservation.

[59]  N. Pettorelli,et al.  Forgotten biodiversity in desert ecosystems. , 2012, Science.

[60]  Ishwar Dhami,et al.  Identifying and mapping forest-based ecotourism areas in West Virginia – Incorporating visitors' preferences , 2014 .