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A model for predicting tourist carrying capacity and implications for fish conservation

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Abstract

Tourism development in protected areas inevitably induces a decline in the ecological environment and species survival. However, the degree of impact depends on target species’ environmental quality tolerance and the number of tourists. Each fish can tolerate a specific level of water quality. Water quality should not deteriorate below this level as a result of tourism. In this study, we used regression analysis and habitat suitability curve method to determine the number of tourists that could visit an area without inducing a decline in water quality that would negatively impact the survival of protected fishes. A regression model indicated that of the ten water quality parameters evaluated, dissolved oxygen, biochemical oxygen demand, and ammonia-nitrogen were most impacted by tourists. A habitat suitability curve was produced for each target fish population and water quality parameter. These curves were used to determine suitable water quality for fish survival. The curves were then combined to determine the acceptable number of tourists for management of water quality suitable for fish survival. In order to maintain suitable water quality for the survival of Varicorhinus barbatulus, Candidia barbatus, and Acrossocheilus paradoxus, the threshold number of tourists at the study site is 3,000–3,600 people per week.

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References

  • Abernethy VD (2001) Carrying capacity: the tradition and policy implications of limits. Ethics Sci Environ Polit 23:9–18

    Google Scholar 

  • Bhandari AK, Heshmati A (2010) Willingness to pay for biodiversity conservation. J Travel Tour Mark 27:612–623

    Article  Google Scholar 

  • Bovee KD (1986) Development and evaluation of habitat suitability criteria for use in the instream flow incremental methodology. Washington, DC

    Google Scholar 

  • Buckley R (1999) An ecological perspective on carrying capacity. Ann Tour Res 26:705–708

    Article  Google Scholar 

  • Buckley RC, King HJ (2003) Visitor-impact data in a land-management context. Nature-based tourism, environment and land management. CABI, Wallingford

    Google Scholar 

  • Catalogue of Life in Taiwan (2008) http://taibnet.sinica.edu.tw/eng/taibnet_species_detail.php?gen=Varicorhinus&spe=barbatulus

  • Crabill C, Donald R, Snelling J, Foust R, Southam G (1999) The impact of sediment fecal coliform reservoirs on seasonal water quality in Oak Creek. Arizona Water Res 33:2163–2171

    Article  CAS  Google Scholar 

  • da Pereira Silva C (2002) Beach carrying capacity assessment: how important is it. J Coast Res 36:190–197

    Google Scholar 

  • Dasmann R (1964) Wildlife biology. John Wiley and Sons, New York

    Google Scholar 

  • Fendekova M et al (2011) Surface and groundwater drought evaluation with respect to aquatic habitat quality applied in Torysa river catchment. Slovakia Ecohydrol Hydrobiol 11:49–62

    Article  Google Scholar 

  • Gittins JW (1974) Recreat Carrying Capacit Area 6:157–159

    Google Scholar 

  • Goossen M, Langers F (2000) Assessing quality of rural areas in the Netherlands: finding the most important indicators for recreation. Landsc Urban Plan 46:241–251

    Article  Google Scholar 

  • Hammit W, Cole D (1998) Wildland and recreation: ecology and management. John Wiley & Sons Inc., New York

    Google Scholar 

  • Jalilian MA, Danehkar A, Fami HSA (2012) Determination of indicators and standards for tourism impacts in protected Karaj River. Iran Tour Manag 33:61–63

    Article  Google Scholar 

  • Kaplan R, Kaplan S (1989) The experience of nature: a psychological perspective. Cambridge University Press, Cambridge

    Google Scholar 

  • Lin YL (2005) A study of self-governing about indigenous land resources. University, National Chengchi

    Google Scholar 

  • Lin M, Xiao X, Xu Y, Xie H (2013) The impact of water quality changes on tourism capacity at Golden Lake. China J Food, Agric Environ 11:1069–1072

    Google Scholar 

  • McCool SF, Lime DW (2001) Tourism carrying capacity: tempting fantasy or useful reality? J Sustain Tour 9:372–388

    Article  Google Scholar 

  • Middleton VTC, Hawkins R (1998) Sustainable tourism: a marketing perspective. Butterworth-Heinemann, Oxford

    Google Scholar 

  • Mocq J, St-Hilaire A, Cunjak RA (2013) Assessment of Atlantic salmon (Salmo salar) habitat quality and its uncertainty using a multiple-expert fuzzy model applied to the Romaine River (Canada). Ecol Model 265:14–25

    Article  Google Scholar 

  • Muñoz-Mas R, Martínez-Capel F, Schneider M, Mouton AM (2012) Assessment of brown trout habitat suitability in the Jucar River Basin (SPAIN): comparison of data-driven approaches with fuzzy-logic models and univariate suitability curves. Sci Total Environ 440:123–131

    Article  PubMed  Google Scholar 

  • O’Reilly AM (1986) Tourism carrying capacity, concept and issues. Tour Manag 7:254–258

    Article  Google Scholar 

  • Preißler S (2009) Evaluation of the quality of European coastal water by German tourists vol 12

  • Santiago LE, Gonzalez-Caban A, Loomis J (2008) A model for predicting daily peak visitation and implications for recreation management and water quality: evidence from two rivers in Puerto Rico. Environ Manag 41:904–914

    Article  Google Scholar 

  • Saveriades A (2000) Establishing the social carrying capacity for tourist resorts of the east coast of the Republic of Cyprus. Tour Manag 21:147–156

    Article  Google Scholar 

  • Schamberger ML, O’Neil LJ (1986) Concepts and constraints of habitat-model testing. In: Vemer J, Momson ML, Ralph CJ (eds) Wildlife 2000. The University of Wisconsin Press, Madison, Wisconsin, pp 177–182

    Google Scholar 

  • Service USFaW (1981) Standards for the development of habitat suitability index models. Division of Ecological Service, Washington, DC

    Google Scholar 

  • Stankey GH, Manning RE (1986) Carrying capacity of recreation settings. A literature review. The President’s Commission on Americans Outdoors, Washington, DC

    Google Scholar 

  • Ulrich R (1983) Aesthetic and affective response to natural environment. In: Wohlwill J (ed) Altman I. Behavior and the Natural Environment, Springer US, pp 85–125

    Google Scholar 

  • USFWS (1981) Standards for the development of habitat suitability index models. United States fish and wildlife service. Washington, DC

    Google Scholar 

  • Wang HQ (2002) Fish indicators of river water quality in Taiwan vol 9. R.O.C., Taiwan

    Google Scholar 

  • Wang PW, Jia JB (2012) Tourists’ willingness to pay for biodiversity conservation and environment protection, Dalai Lake protected area: implications for entrance fee and sustainable management. Ocean Coast Manag 62:24–33

    Article  Google Scholar 

  • Wherrett JR (2000) Creating landscape preference models using internet survey techniques. Landsc Res 25:79–96

    Article  Google Scholar 

  • WRA (1986) Study on fish distribution and ecological environment in Tamsui River. Ministry of Economic Affairs, Taiwan, R.O.C

    Google Scholar 

  • WRA (2006) Investigation of current status in Zhong-Gang River system (1/2). Ministry of Economic Affairs, Taiwan, R.O.C

    Google Scholar 

  • WRA (2007) Investigation of current status in Zhong-Gang River system (2/2). Ministry of Economic Affairs, Taiwan, R.O.C

    Google Scholar 

  • WTO (2005) Tourism’s potential as sustainable development strategy. World Tourism Organization, Madrid, Spain

    Google Scholar 

  • Zacarias DA, Williams AT, Newton A (2011) Recreation carrying capacity estimations to support beach management at Praia de Faro. Portugal Appl Geogr 31:1075–1081

    Article  Google Scholar 

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Acknowledgments

The study is within the framework realized with data of Project MOEA/W12A-0940039, financed by a program of the Water Resources Agency (WRA), Ministry of Economic Affairs, ROC. The authors would like to thank the people at the WRA who sponsored and provided continuous assistance throughout the project.

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Correspondence to Lee Hsueh Lee.

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Lee, L.H., Chang, Z.Y. A model for predicting tourist carrying capacity and implications for fish conservation. Environ Biol Fish 98, 871–884 (2015). https://doi.org/10.1007/s10641-014-0335-7

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