Skip to main content

Advertisement

Log in

Assessing climate change impacts on tourism demand in Turkey

  • Case study
  • Published:
Environment, Development and Sustainability Aims and scope Submit manuscript

Abstract

This study focuses on quantifying the impacts of climate change on international tourism in Turkey through the estimation of the future number of international tourists for different tourism destinations. For this purpose, 30 tourism destinations were selected from different regions in Turkey offering different kinds of tourism attributes and climatic conditions. Future tourism demand was estimated based on comfort level change, a major determinant of tourist preference, and evaluated through the Tourism Climate Index. Changes in climate comfort levels between a base period (1963–2017), a projected medium term period representing the 2050s (2040–2069), and a projected long term period representing the 2080s (2070–2099) were correlated with the number of international tourists using a regression model developed by Hein et al. (Current Opinion in Environmental Sustainability,1:170–178, 2009). The results of this study project extreme drops in demand, seasonal shifts, and the emergence of new alternative destinations. The study is significant as the first quantitative evaluation of climate change impacts on tourism demand in Turkey through a comparison of the spatial exposures of destinations. The results will help lead the way to a national tourism development roadmap in Turkey through the revelation of regional risks and opportunities and will serve as a benchmarking study for tourism destinations that have similar climate conditions and tourism patterns.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Notes

  1. The structure of the panel data regression was determined to be a “unit effective one-way random effect model” through the Hausman Test. The panel data consists of a 12-month period, 30 regions, and 1360 observations. The coefficient estimations were obtained via the STATA and EViews software

References

  • Amelung, B., & Viner, D. (2006). Mediterranean tourism: exploring the future with the tourism climatic index. Journal of sustainable tourism, 14(4), 349–366.

    Article  Google Scholar 

  • Aydemir, B., & Şenerol, H. (2014). İklim Değişikliği ve Türkiye Turizmine Etkileri: Delfi Anket Yöntemiyle Yapılan Bir Uygulama Çalışması [Climate change and effects of Turk’s tourism: Doing application study with delphi survey]. Balikesir University The journal of Social Sciences Institute, 17(31), 381–416.

  • Aygün, A., & Baycan, T. (2020). A critical analysis of turkey’s tourism strategy plan (2023) based on the key factors in mitigation and adaptation to climate change. Journal of Tourism Leisure and Hospitality, 2(2), 48–61.

    Google Scholar 

  • Berrittella, M., Bigano, A., Roson, R., & Tol, R. S. (2006). A general equilibrium analysis of climate change impacts on tourism. Tourism management, 27(5), 913–924

    Article  Google Scholar 

  • Bujosa, A., Riera, A., & Torres, C. M. (2015). Valuing tourism demand attributes to guide climate change adaptation measures efficiently: The case of the Spanish domestic travel market. Tourism Management, 47, 233–239

    Article  Google Scholar 

  • Burke, M., Davis, W. M., & Diffenbaugh, N. S. (2018). Large potential reduction in economic damages under UN mitigation targets. Nature, 557(7706), 549–553

    Article  CAS  Google Scholar 

  • Cavallaro, F., Galati, O. I., & Nocera, S. (2017). Policy strategies for the mitigation of GHG emissions caused by the mass-tourism mobility in coastal areas. Transportation Research Procedia, 27, 317–324

    Article  Google Scholar 

  • Ciscar, J. C., Soria, A., Goodess, C. M., Christensen, O. B., Iglesias, A., Garrote, L. … Nicholls, R. (2009). Climate change impacts in Europe. Final report of the PESETA research project(No. JRC55391). Joint Research Centre (Seville site)

  • Ciscar Martinez, J. C., Feyen, L., Soria Ramirez, A., Lavalle, C., Raes, F., Perry, M. … Donatelli, M. (2014). Climate Impacts in Europe. The JRC PESETA II Project. Institute for Prospective and Technological Studies, Joint Research Centre

  • Dawson, J., & Scott, D. (2007). Climate change vulnerability of the Vermont ski tourism industry (USA). Annals of Leisure Research, 10(3-4), 550–572

    Article  Google Scholar 

  • Day, J., Chin, N., Sydnor, S., & Cherkauer, K. (2013). Weather, climate, and tourism performance: A quantitative analysis. Tourism Management Perspectives, 5, 51–56

    Article  Google Scholar 

  • De Freitas, C. R., Scott, D., & McBoyle, G. (2004). A new generation climate index fortourism and recreation. In Matzarakis, A., de Freitas, C. R., & Scott, D. (Eds.), Advances in tourism climatology (pp. 19–27). Freiburg: Berichte des Meteorologischen Institutes der Universitat Freiburg

    Google Scholar 

  • De Freitas, C. R., Scott, D., & McBoyle, G. (2008). A second generation climate index for tourism (CIT): Specification and verification. International Journal of biometeorology, 52(5), 399–407.

    Article  Google Scholar 

  • Deutsche Bank (2008). Climate change and tourism: Where will the journey lead. Energy and climate change, Current issues, 11

  • Dillimono, H. D., & Dickinson, J. E. (2015). Travel, tourism, climate change, and behavioral change: travelers’ perspectives from a developing country, Nigeria. Journal of Sustainable Tourism, 23(3), 437–454

    Article  Google Scholar 

  • Doğru, T., & Bulut, U. (2018). Is tourism an engine for economic recovery? Theory and empirical evidence. Tourism Management, 67, 425–434

    Article  Google Scholar 

  • Dogru, T., Marchio, E. A., Bulut, U., & Suess, C. (2019). Climate change: Vulnerability and resilience of tourism and the entire economy. Tourism Management, 72, 292–305

    Article  Google Scholar 

  • Dube, K., & Nhamo, G. (2019). Climate change and potential impacts on tourism: evidence from the Zimbabwean side of the Victoria Falls. Environment, Development and Sustainability, 21(4), 2025

    Article  Google Scholar 

  • Fang, Y., Yin, J., & Wu, B. (2018). Climate change and tourism: A scientometric analysis using CiteSpace. Journal of Sustainable Tourism, 26(1), 108–126

    Article  Google Scholar 

  • Georgopoulou, E., Mirasgedis, S., Sarafidis, Y., Hontou, V., Gakis, N., & Lalas, D. P. (2019). Climatic preferences for beach tourism: An empirical study on Greek islands. Theoretical and Applied Climatology, 137(1), 667–691.

    Article  Google Scholar 

  • Giles, A. R., & Perry, A. H. (1998). The use of a temporal analogue to investigate the possible impact of projected global warming on the UK tourist industry. Tourism management, 19(1), 75–80

    Article  Google Scholar 

  • Gössling, S., Bredberg, M., Randow, A., Sandström, E., & Svensson, P. (2006). Tourist perceptions of climate change: a study of international tourists in Zanzibar. Current issues in tourism, 9(4-5), 419–435

    Article  Google Scholar 

  • Gössling, S., & Scott, D. (2018). The decarbonisation impasse: global tourism leaders’ views on climate change mitigation. Journal of Sustainable Tourism, 26(12), 2071–2086

    Article  Google Scholar 

  • Gössling, S., Scott, D., Hall, C. M., Ceron, J. P., & Dubois, G. (2012). Consumer behaviour and demand response of tourists to climate change. Annals of tourism research, 39(1), 36–58

    Article  Google Scholar 

  • Grillakis, M. G., Koutroulis, A. G., Seiradakis, K. D., & Tsanis, I. K. (2016). Implications of 20 C global warming in European summer tourism. Climate services, 1, 30–38

    Article  Google Scholar 

  • Gülbahar, O. (2008). Küresel ısınma, Turizme Olası Etkileri ve Türkiye. KMU İİBF Dergisi, 10(15), 160–198

    Google Scholar 

  • Hamilton, J. M., & Lau, M. A. (2005). The role of climate information in tourist destination choice decision making. Tourism and global environmental change: Ecological, economic, social and political interrelationships, 229

  • Hamilton, J. M., Maddison, D. J., & Tol, R. S. (2005a). Climate change and international tourism: a simulation study. Global environmental change, 15(3), 253–266

    Article  Google Scholar 

  • Hamilton, J. M., Maddison, D. J., & Tol, R. S. (2005b). Effects of climate change on international tourism. Climate research, 29(3), 245–254

    Article  Google Scholar 

  • Hamilton, J. M., & Tol, R. S. (2007). The impact of climate change on tourism in Germany, the UK and Ireland: a simulation study. Regional Environmental Change, 7(3), 161–172.

    Article  Google Scholar 

  • Harrison, S. J., Winterbottom, S. J., & Sheppard, C. (1999). The potential effects of climate change on the Scottish tourist industry. Tourism Management, 20(2), 203–211

    Article  Google Scholar 

  • Hein, L., Metzger, M. J., & Moreno, A. (2009). Potential impacts of climate change on tourism; a case study for Spain. Current Opinion in Environmental Sustainability, 1(2), 170–178

    Article  Google Scholar 

  • Hewer, M., & Gough, W. A. (2016). The effect of seasonal climatic anomalies on zoo visitation in Toronto (Canada) and the implications for projected climate change. Atmosphere, 7(5), 71

    Article  Google Scholar 

  • Hewer, M., Scott, D., & Fenech, A. (2016). Seasonal weather sensitivity, temperature thresholds, and climate change impacts for park visitation. Tourism Geographies, 18(3), 297–321

    Article  Google Scholar 

  • Hewer, M. J., & Gough, W. A. (2018). Thirty years of assessing the impacts of climate change on outdoor recreation and tourism in Canada. Tourism Management Perspectives, 26, 179–192

    Article  Google Scholar 

  • IPCC (2014). Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Barros, V.R., C.B. Field, D.J. Dokken, M.D. Mastrandrea, K.J. Mach, T.E. Bilir, M. Chatterjee, K.L. Ebi, Y.O. Estrada, R.C. Genova, B. Girma, E.S. Kissel, A.N. Levy, S. MacCracken, P.R. Mastrandrea, and L.L. White (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 688

  • IPCC (2018). Global Warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty [Masson-Delmotte, V., P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P.R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, R. Pidcock, S. Connors, J.B.R. Matthews, Y. Chen, X. Zhou, M.I. Gomis, E. Lonnoy, T. Maycock, M. Tignor, and T. Waterfield (eds.)]. In Press

  • Jacob, D., Kotova, L., Teichmann, C., Sobolowski, S. P., Vautard, R., Donnelly, C. … Sakalli, A. (2018). Climate impacts in Europe under+ 1.5 C global warming. Earth’s Future, 6(2), 264–285

    Article  Google Scholar 

  • Jarratt, D., & Davies, N. J. (2020). Planning for climate change impacts: coastal tourism destination resilience policies. Tourism Planning & Development, 17(4), 423–440

    Article  Google Scholar 

  • Kaján, E., Tervo-Kankare, K., & Saarinen, J. (2015). Cost of adaptation to climate change in tourism: Methodological challenges and trends for future studies in adaptation. Scandinavian Journal of Hospitality and Tourism, 15(3), 311–317

    Article  Google Scholar 

  • Karaca, M., & Nicholls, R. J. (2008). Potential implications of accelerated sea-level rise for Turkey. Journal of Coastal Research, 24(2 (242)), 288–298

    Article  Google Scholar 

  • Köberl, J., Prettenthaler, F., & Bird, D. N. (2016). Modelling climate change impacts on tourism demand: A comparative study from Sardinia (Italy) and Cap Bon (Tunisia). Science of the Total Environment, 543, 1039–1053

    Article  Google Scholar 

  • Liu, T. M. (2016). The influence of climate change on tourism demand in Taiwan national parks. Tourism Management Perspectives, 20, 269–275

    Article  Google Scholar 

  • Marzeion, B., & Levermann, A. (2014). Loss of cultural world heritage and currently inhabited places to sea-level rise. Environmental Research Letters, 9(3), 034001

    Article  Google Scholar 

  • Michailidou, A. V., Vlachokostas, C., & Moussiopoulos, Ν. (2016). Interactions between climate change and the tourism sector: Multiple-criteria decision analysis to assess mitigation and adaptation options in tourism areas. Tourism Management, 55, 1–12

    Article  Google Scholar 

  • Mieczkowski, Z. (1985). The tourism climatic index: a method of evaluating world climates for tourism. Canadian Geographer/Le Géographe Canadien, 29(3), 220–233

    Article  Google Scholar 

  • Moreno, A., & Amelung, B. (2009). Climate change and tourist comfort on Europe’s beaches in summer: A reassessment. Coastal management, 37(6), 550–568

    Article  Google Scholar 

  • Morgan, R., Gatell, E., Junyent, R., Micallef, A., Özhan, E., & Williams, A. T. (2000). An improved user-based beach climate index. Journal of Coastal Conservation, 6(1), 41–50

    Article  Google Scholar 

  • Mushawemhuka, W., Rogerson, J. M., & Saarinen, J. (2018). Nature-based tourism operators’ perceptions and adaptation to climate change in Hwange National Park, Zimbabwe. Bulletin of Geography. Socio-economic Series, 42(42), 115–127

    Google Scholar 

  • Pang, S. F., McKercher, B., & Prideaux, B. (2013). Climate change and tourism: An overview. Asia Pacific Journal of Tourism Research, 18(1-2), 4–20

    Article  Google Scholar 

  • Priego, F. J., Rosselló, J., & Santana-Gallego, M. (2015). The impact of climate change on domestic tourism: a gravity model for Spain. Regional environmental change, 15(2), 291–300

    Article  Google Scholar 

  • Steiger, R., Scott D., Abegg B., Pons M., & Aall C. (2019). A critical review of climate change risk for ski tourism. Current Issues in Tourism, 22(11), 1343–1379. https://doi.org/10.1080/13683500.2017.1410110

    Article  Google Scholar 

  • Rosselló, J., & Waqas, A. (2015). The use of tourism demand models in the estimation of the impact of climate change on tourism. Revista Turismo em Análise, 26(1), 4–20

    Article  Google Scholar 

  • Rossello-Nadal, J. (2014). How to evaluate the effects of climate change on tourism. Tourism Management, 42, 334–340

    Article  Google Scholar 

  • Rutty, M., & Scott, D. (2013). Differential climate preferences of international beach tourists. Climate Research, 57(3), 259–269

    Article  Google Scholar 

  • Rutty, M., Scott, D., Matthews, L., Burrowes, R., Trotman, A., Mahon, R., & Charles, A. (2020). An inter-comparison of the Holiday Climate Index (HCI: Beach) and the Tourism Climate Index (TCI) to explain Canadian tourism arrivals to the Caribbean. Atmosphere, 11(4), 412.

    Article  Google Scholar 

  • Scott, D. (2003). Climate change and tourism in the mountain regions of North America. In 1st International Conference on Climate Change and Tourism (pp. 9-11)

  • Scott, D., & Gössling, S. (2018). Tourism and climate change mitigation embracing the Paris agreement: Pathways to decarbonisation (p. 39). Brussels, Belgium: European Travel Commission (ETC).

    Google Scholar 

  • Scott, D., Hall, C. M., & Gössling, S. (2019). Global tourism vulnerability to climate change. Annals of Tourism Research, 77, 49–61

    Article  Google Scholar 

  • Scott, D., Hall, C. M., & Stefan, G. (2012). Tourism and climate change: Impacts, adaptation and mitigation. Routledge

  • Scott, D., & Lemieux, C. (2010). Weather and climate information for tourism. Procedia Environmental Sciences, 1, 146–183

    Article  Google Scholar 

  • Scott, D., & McBoyle, G. (2001). Using a ‘tourism climate index’ to examine the implications of climate change for climate as a tourism resource. In First International Workshop on Climate, Tourism and Recreation (pp. 69-88)

  • Scott, D., McBoyle, G., & Schwartzentruber, M. (2004). Climate change and the distribution of climatic resources for tourism in North America. Climate research, 27(2), 105–117

    Article  Google Scholar 

  • Scott, D., Rutty, M., Amelung, B., & Tang, M. (2016). An inter-comparison of the holiday climate index (HCI) and the tourism climate index (TCI) in Europe. Atmosphere, 7(6), 80

    Article  Google Scholar 

  • Scott, D., Steiger, R., Knowles, N., & Fang, Y. (2020). Regional ski tourism risk to climate change: An inter-comparison of Eastern Canada and US Northeast markets. Journal of Sustainable Tourism, 28(4), 568–586. https://doi.org/10.1080/09669582.2019.1684932.

    Article  Google Scholar 

  • Seetanah, B., & Fauzel, S. (2019). Investigating the impact of climate change on the tourism sector: Evidence from a sample of island economies. Tourism Review

  • Sevim, B., & Ünlüönen, K. (2010). İklim Değişikliğinin Turizme Etkileri: Konaklama İşletmelerinde Bir Uygulama. Sosyal Bilimler Enstitüsü Dergisi, 28(1), 43–66

    Google Scholar 

  • Smith, K. (1993). The influence of weather and climate on recreation and tourism. Weather, 48(12), 398–404

    Article  Google Scholar 

  • Somuncu, M. (2018). İklim Değişikliği Türkiye İçin Bir Tehdit mi, Bir Fırsat mı? TÜCAUM 30. Yıl Uluslararası Coğrafya Sempozyumu International Geography Symposium on the 30th Anniversary of TUCAUM 3-6 Ekim 2018 /3-6 October 2018, Ankara

  • Student, J., Lamers, M., & Amelung, B. (2020). A dynamic vulnerability approach for tourism destinations. Journal of Sustainable Tourism, 28(3), 475–496. https://doi.org/10.1080/09669582.2019.1682593.

    Article  Google Scholar 

  • Tervo-Kankare, K., Kaján, E., & Saarinen, J. (2018). Costs and benefits of environmental change: Tourism industry’s responses in Arctic Finland. Tourism Geographies, 20(2), 202–223.

    Article  Google Scholar 

  • UNWTO and UNEP. (2008). Climate change and tourism – responding to global challenges. Madrid: World Tourism Organization.

    Google Scholar 

  • Viner, D., & Agnew, M. (1999). Climate change and its impacts on tourism. Norwich: Climatic Research Unit, University of East Anglia

    Google Scholar 

  • Weir, B. (2017). Climate change and tourism–Are we forgetting lessons from the past? Journal of Hospitality and Tourism Management, 32, 108–114

    Article  Google Scholar 

  • TGDM (Turkish General Directorate of Meteorology) (2015). Yeni Senaryolar ile Türkiye İklim Projeksiyonları ve İklim Değişikliği, TR2015-CC, Ankara

  • Turkish Ministry of Culture and Tourism (2007). Tourism strategic plan for 2023 and action plan for 2007-2013 for Turkey, Ankara

  • Turkish Ministry of Culture and Tourism (2019). Tourism Statistics. https://yigm.ktb.gov.tr/Eklenti/63642,turizm-istatistikleri-2019-iceyrekpdf.pdf?0 Access Date: 20.02.2020

  • URL-1: https://www.hurriyet.com.tr/ucak-krizinin-yildonumunde-rus-turist-kaybi-yuz-40285807 Access date: 20.10.2020

  • URL-2: https://www.karar.com/van/darbe-girisimi-turizm-sektorunu-olumsuz-etkiledi-208361?p=0 Access date: 20.10.2020

  • URL-3: https://www.ekonomist.com.tr/turizm/kurlardaki-yukselis-turizme-yarayacak.html Access date: 20.10.2020

  • WWTC (2019). https://www.wttc.org/-/media/files/reports/economic-impact-research/regions-2019/world2019.pdf Access date: 20.10.2020

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Aysun Aygün Oğur or Tüzin Baycan.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Aygün Oğur, A., Baycan, T. Assessing climate change impacts on tourism demand in Turkey. Environ Dev Sustain 25, 2905–2935 (2023). https://doi.org/10.1007/s10668-022-02135-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10668-022-02135-7

Keywords