IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i13p7489-d588705.html
   My bibliography  Save this article

Impact of Climate Change on Wine Tourism: An Approach through Social Media Data

Author

Listed:
  • Veronica Alampi Sottini

    (DAGRI, Department of Agricultural, Food, Environmental and Forestry, University of Florence, Piazzale delle Cascine, 18-50144 Firenze, FI, Italy)

  • Elena Barbierato

    (DAGRI, Department of Agricultural, Food, Environmental and Forestry, University of Florence, Piazzale delle Cascine, 18-50144 Firenze, FI, Italy)

  • Iacopo Bernetti

    (DAGRI, Department of Agricultural, Food, Environmental and Forestry, University of Florence, Piazzale delle Cascine, 18-50144 Firenze, FI, Italy)

  • Irene Capecchi

    (DAGRI, Department of Agricultural, Food, Environmental and Forestry, University of Florence, Piazzale delle Cascine, 18-50144 Firenze, FI, Italy)

Abstract

Wine tourism is one of the best opportunities for rural development, but because it is partially exposed to climatic conditions, it is a climate-vulnerable tourism activity. However, an understanding of the potential impacts of global climate change on this popular activity remains limited. This study proposes a new methodology that combines current daily gridded climate data from the E-OBS project with big spatiotemporal data from the Flickr photo-sharing platform through a generalized additive model This methodology was implemented to study the potential impacts on tourism flows due to climate change and to make predictions about the future using data from the CMIP5 project. We applied the methodology to 5 European wine tourism regions: Alsace (FR), Chianti (IT), La Rioja (SP), Langhe-Monferrato (IT), and Moselle (DE). Results show an increased probability of presence and increased deseasonalization of tourism in all study areas and an anticipation of peak presence from summer to spring in three of the five regions. We believe that these results can be useful for public and private stakeholders to adapt the offer of wine tourism services to changes in demand and to direct the organization of events such as festivals and thematic tours.

Suggested Citation

  • Veronica Alampi Sottini & Elena Barbierato & Iacopo Bernetti & Irene Capecchi, 2021. "Impact of Climate Change on Wine Tourism: An Approach through Social Media Data," Sustainability, MDPI, vol. 13(13), pages 1-18, July.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7489-:d:588705
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/13/7489/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/13/7489/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ashenfelter, Orley & Storchmann, Karl, 2016. "Climate Change and Wine: A Review of the Economic Implications," Journal of Wine Economics, Cambridge University Press, vol. 11(1), pages 105-138, May.
    2. Winkler, Klara J. & Nicholas, Kimberly A., 2016. "More than wine: Cultural ecosystem services in vineyard landscapes in England and California," Ecological Economics, Elsevier, vol. 124(C), pages 86-98.
    3. Du, Ding & Zhao, Xiaobing & Huang, Ruihong, 2017. "The impact of climate change on developed economies," Economics Letters, Elsevier, vol. 153(C), pages 43-46.
    4. Iacopo Bernetti & Veronica Alampi Sottini & Lorenzo Bambi & Elena Barbierato & Tommaso Borghini & Irene Capecchi & Claudio Saragosa, 2020. "Urban Niche Assessment: An Approach Integrating Social Media Analysis, Spatial Urban Indicators and Geo-Statistical Techniques," Sustainability, MDPI, vol. 12(10), pages 1-26, May.
    5. Giovanni Peira & Fabio Paruzzo & Maria Beatrice Pairotti & Alessandro Bonadonna, 2017. "Food and Wine Tourism in the Langa del Barolo: Survey on Restaurant Offer," Micro & Macro Marketing, Società editrice il Mulino, issue 1, pages 27-44.
    6. Joseph M. Njoroge, 2015. "Climate change and tourism adaptation: literature review," Tourism and Hospitality Management, University of Rijeka, Faculty of Tourism and Hospitality Management, vol. 21(1), pages 95-108, May.
    7. Oded Nov & Mor Naaman & Chen Ye, 2010. "Analysis of participation in an online photo-sharing community: A multidimensional perspective," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(3), pages 555-566, March.
    8. Yoshimura, Nobuhiko & Hiura, Tsutom, 2017. "Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido," Ecosystem Services, Elsevier, vol. 24(C), pages 68-78.
    9. Du, Ding & Zhao, Xiaobing & Huang, Ruihong, 2017. "The Impact of Climate Change on Developed Economies," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258123, Agricultural and Applied Economics Association.
    10. Zsarnoczky, Martin, 2017. "The Future Of Sustainable Rural Tourism Development – The Impacts Of Climate Change," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2017(3).
    11. Carolina Barros & Borja Moya-Gómez & Juan Carlos García-Palomares, 2019. "Identifying Temporal Patterns of Visitors to National Parks through Geotagged Photographs," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Rachel Germanier & Niccolò Moricciani, 2023. "Perceiving and Adapting to Climate Change: Perspectives of Tuscan Wine-Producing Agritourism Owners," Sustainability, MDPI, vol. 15(3), pages 1-14, January.
    2. Thomas J. Lampoltshammer & Stefanie Wallinger & Johannes Scholz, 2023. "Bridging Disciplinary Divides through Computational Social Sciences and Transdisciplinarity in Tourism Education in Higher Educational Institutions: An Austrian Case Study," Sustainability, MDPI, vol. 15(10), pages 1-16, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Baarsch, Florent & Granadillos, Jessie R. & Hare, William & Knaus, Maria & Krapp, Mario & Schaeffer, Michiel & Lotze-Campen, Hermann, 2020. "The impact of climate change on incomes and convergence in Africa," World Development, Elsevier, vol. 126(C).
    2. Afrifa, Godfred Adjapong & Tingbani, Ishmael & Yamoah, Fred & Appiah, Gloria, 2020. "Innovation input, governance and climate change: Evidence from emerging countries," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    3. Donadelli, Michael & Grüning, Patrick & Jüppner, Marcus & Kizys, Renatas, 2021. "Global temperature, R&D expenditure, and growth," Energy Economics, Elsevier, vol. 104(C).
    4. Tsigaris, Panagiotis & Wood, Joel, 2019. "The potential impacts of climate change on capital in the 21st century," Ecological Economics, Elsevier, vol. 162(C), pages 74-86.
    5. Michael Donadelli & Marcus Jüppner & Antonio Paradiso & Christian Schlag, 2021. "Computing Macro-Effects and Welfare Costs of Temperature Volatility: A Structural Approach," Computational Economics, Springer;Society for Computational Economics, vol. 58(2), pages 347-394, August.
    6. Donadelli, M. & Jüppner, M. & Riedel, M. & Schlag, C., 2017. "Temperature shocks and welfare costs," Journal of Economic Dynamics and Control, Elsevier, vol. 82(C), pages 331-355.
    7. Michael Donadelli & Marcus Jüppner & Antonio Paradiso & Christian Schlag, 2019. "Temperature Volatility Risk," Working Papers 2019:05, Department of Economics, University of Venice "Ca' Foscari".
    8. Zhao, Xiaobing & Du, Ding & Xiong, Jun & Springer, Abraham & Masek Lopez, Sharon R. & Winkler, Blake & Hubler, Kenedy, 2019. "The impact of forest restoration on agriculture in the Verde River watershed, Arizona, USA," Forest Policy and Economics, Elsevier, vol. 109(C).
    9. Frank Vöhringer & Marc Vielle & Philippe Thalmann & Anita Frehner & Wolfgang Knoke & Dario Stocker & Boris Thurm, 2019. "Costs And Benefits Of Climate Change In Switzerland," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 10(02), pages 1-34, May.
    10. Philip A. White & Durban G. Keeler & Daniel Sheanshang & Summer Rupper, 2022. "Improving piecewise linear snow density models through hierarchical spatial and orthogonal functional smoothing," Environmetrics, John Wiley & Sons, Ltd., vol. 33(5), August.
    11. Burhan Can Karahasan & Mehmet Pinar, 2023. "Climate change and spatial agricultural development in Turkey," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1699-1720, August.
    12. Tiago Sequeira & Liliana Reis (ed.), 2019. "Climate Change and Global Development," Contributions to Economics, Springer, number 978-3-030-02662-2.
    13. Majid Khan & Abdul Rashid, 2022. "(A)symmetry effects of climate changes on economic growth: a panel data analysis," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 69(4), pages 571-607, December.
    14. Ashish Dwivedi & Claudio Sassanelli & Dindayal Agrawal & Md. Abdul Moktadir & Idiano D'Adamo, 2023. "Drivers to mitigate climate change in context of manufacturing industry: An emerging economy study," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4467-4484, November.
    15. Carolyn Chisadza & Matthew Clance & Xin Sheng & Rangan Gupta, 2023. "Climate Change and Inequality: Evidence from the United States," Sustainability, MDPI, vol. 15(6), pages 1-11, March.
    16. Esra KADANALI & Omer YALCINKAYA, 2020. "Effects of Climate Change on Economic Growth: Evidence from 20 Biggest Economies of the World," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 93-118, September.
    17. Panagiotis Tzouvanas & Renatas Kizys & Ioannis Chatziantoniou & Roza Sagitova, 2019. "Can Variations in Temperature Explain the Systemic Risk of European Firms?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(4), pages 1723-1759, December.
    18. D. Santillán & L. Garrote & A. Iglesias & V. Sotes, 2020. "Climate change risks and adaptation: new indicators for Mediterranean viticulture," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(5), pages 881-899, May.
    19. Li-Pei Peng & Wei-Ming Wang, 2020. "Hybrid Decision-Making Evaluation for Future Scenarios of Cultural Ecosystem Services," Land, MDPI, vol. 9(8), pages 1-20, August.
    20. Francisco J. Moral & Cristina Aguirado & Virginia Alberdi & Abelardo García-Martín & Luis L. Paniagua & Francisco J. Rebollo, 2022. "Future Scenarios for Viticultural Suitability under Conditions of Global Climate Change in Extremadura, Southwestern Spain," Agriculture, MDPI, vol. 12(11), pages 1-17, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7489-:d:588705. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.