Mental Mapping to Explore the Risk Landscape of Wine Producers in the Face of Climate Change
By: Gábor Király and Bálint Koós
References
- Ajzen, I. (1985). From Intentions to Actions: A Theory of Planned Behavior. In Kuhl, J. & Beckmann, J., eds., Action Control (pp. 11–39), Berlin, Heidelberg: Springer. DOI: 10.1007/978-3-642-69746-3_2.
- Akimowicz, M., Cummings, H. & Landman, K. (2016). Green Lights in the Greenbelt? A Qualitative Analysis of Farm Investment Decision-Making in Peri-Urban Southern Ontario, Land Use Policy, 55, 24–36. DOI: 10.1016/J.LANDUSEPOL.2016.03.024.
- Anwar, M. R., Liu, D. L., Macadam, I. & Kelly, G. (2013). Adapting agriculture to climate change: a review, Theoretical and Applied Climatology, 113, 225–245, DOI: 10.1007/s00704-012-0780-1.
- Arbuckle, J. G., Morton, L. W. & Hobbs, J. (2015). Understanding Farmer Perspectives on Climate Change Adaptation and Mitigation: The Roles of Trust in Sources of Climate Information, Climate Change Beliefs, and Perceived Risk, Environment and Behavior, 47, 205–234. DOI: 10.1177/0013916513503832.
- Belliveau, S., Smit, B. & Bradshaw, B. (2006). Multiple exposures and dynamic vulnerability: Evidence from the grape industry in the Okanagan Valley, Canada, Global Environmental Change, 16, 364–378. DOI: 10.1016/j.gloenvcha.2006.03.003.
- Bernetti, I., Menghini, S., Marinelli, N., Sacchelli, S. & Sottini, V. A. (2012). Assessment of climate change impact on viticulture: Economic evaluations and adaptation strategies analysis for the Tuscan wine sector, Wine Economics and Policy, 73–86. DOI: 10.1016/j.wep.2012.11.002.
- Braun, V. & Clarke, V. (2012). Thematic analysis. In Cooper, H., Camic, P. M., Long, D. L., Panter, A. T., Rindskopf, D. & Sher, K. J., eds., APA handbook of research methods in psychology, Vol. 2. Research designs: Quantitative, qualitative, neuropsychological, and biological (pp. 57–71). Washington, D.C.: American Psychological Association. DOI: 10.1037/13620-004.
- Brown, C., Alexander, P., Holzhauer, S. & Rounsevell, M. D. A. (2017). Behavioral models of climate change adaptation and mitigation in land‐based sectors, WIREs Climate Change, 8(2). DOI: 10.1002/wcc.448.
- Burch, S. & Robinson, J. (2007). A Framework for Explaining the Links between Capacity and Action in Response to Global Climate Change, Climate Policy, 7, 304–16. DOI: 10.1080/14693062.2007.9685658.
- Chuine, I., Yiou, P., Viovy, N., Seguin, B., Daux, V. & Ladurie, E. L. R. (2004). Grape ripening as a past climate indicator, Reviews of Geophysics, 432, 289–290. DOI: 10.1029/2003RG000143.
- Clayton, S., Devine-Wright, P., Stern, P. C., Whitmarsh, L., Carrico, A., Steg, L., Swim, J. & Bonnes, M. (2015). Psychological Research and Global Climate Change, Nature Climate Change, 5, 640–46. DOI: 10.1038/nclimate2622.
- Crane, T. A., Roncoli, C. & Hoogenboom, G. (2011). Adaptation to climate change and climate variability: The importance of understanding agriculture as performance. NJAS: Wageningen Journal of Life Sciences, 57(3–4), 179–185. DOI: 10.1016/j.njas.2010.11.002.
- Dentoni, D. & Roglic, M. (2025). Systems Mapping, Social Innovation and Social-Ecological Transformations Across Scales. In Dorado, S., Haugh, H., Wadhwani, R. D. & Hamann, R., eds., Big Picture Approaches to the Impact of Social Innovations (pp. 197–223). Leeds: Emerald Publishing Limited. DOI: 10.1108/S0733-558X20250000096009.
- Dentoni, D., Cucchi, C., Roglic, M., Lubberink, R., Bender-Salazar, R. & Manyise, T. (2023). Systems Thinking, Mapping and Change in Food and Agriculture. Bio-Based and Applied Economics, 11(4), 277–301. DOI: 10.36253/bae-13930.
- Droulia, F. & Charalampopoulos, I. (2022). A Review on the Observed Climate Change in Europe and Its Impacts on Viticulture. Atmosphere, 13(5), 837. DOI: 10.3390/atmos13050837.
- Dupuis, J. & Biesbroek, R. (2013). Comparing Apples and Oranges: The Dependent Variable Problem in Comparing and Evaluating Climate Change Adaptation Policies, Global Environmental Change, 23, 1476–1487. DOI: 10.1016/J.GLOENVCHA.2013.07.022.
- Eakin, H. C. & Patt, A. (2011). Are Adaptation Studies Effective, and What Can Enhance Their Practical Impact? Wiley Interdisciplinary Reviews: Climate Change, 2, 141–53. DOI: 10.1002/wcc.100.
- Findlater, K. M., Satterfield, T. & Kandlikar, M. (2019). Farmers’ Risk-Based Decision Making Under Pervasive Uncertainty: Cognitive Thresholds and Hazy Hedging, Risk Analysis, 39, 1755–1770. DOI: 10.1111/risa.13290.
- Granderson, A. A. (2014). Making Sense of Climate Change Risks and Responses at the Community Level: A Cultural-Political Lens’, Climate Risk Management, 3, 55–64. DOI: 10.1016/j.crm.2014.05.003.
- Gray, S. A., Zanre, E. & Gray, S. R. J. (2014). Fuzzy Cognitive Maps as Representations of Mental Models and Group Beliefs. In Papageorgiou, E. I., ed., Fuzzy Cognitive Maps for Applied Sciences and Engineering, vol. 54, (pp. 29–48). Berlin, Heidelberg: Springer. DOI: 10.1007/978-3-642-39739-4_2.
- Green, S. L. (2002). Rational choice theory: An overview. In Baylor University Faculty development seminar on rational choice theory (pp. 1–72). Waco, TX: Baylor University.
- Grothmann, T. & Patt, A. (2005). Adaptive Capacity and Human Cognition: The Process of Individual Adaptation to Climate Change, Global Environmental Change, 15, 199–213. DOI: 10.1016/j.gloenvcha.2005.01.002.
- Hardaker, J. B. & Lien, G. (2010). Probabilities for decision analysis in agriculture and rural resource economics: The need for a paradigm change, Agricultural Systems, 103, 345–350. DOI: 10.1016/j.agsy.2010.01.001.
- Hardaker, J. B., Huirne, R. B. M., Anderson, J. R. & Lien, G. (2004). Coping with Risk in Agriculture, Applied Decision Analysis, 2nd ed., Wallingford: CABI.
- Harper, S. & Dorton, S. (2019). A Context-Driven Framework for Selecting Mental Model Elicitation Methods, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 63, 367–71. DOI: 10.1177/1071181319631422., 2019.
- Hennink, M. M., Kaiser, B. N. & Marconi, V. C. (2017). Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qualitative Health Research, 27(4), 591–608. DOI: 10.1177/1049732316665344.
- Hoffman, M., Lubell, M. & Hillis, V. (2014). Linking knowledge and action through mental models of sustainable agriculture. Proceedings of the National Academy of Sciences, 111(36), 13016–13021. DOI: 10.1073/pnas.1400435111.
- Holland, T. & Smit, B. (2020). Climate Change and the Wine Industry: Current Research Themes and New Directions, Journal of Wine Research, 21, 125–136. DOI: 10.1080/09571264.2010.530095, 2010.
- Hulst, F. van, Ellis, R., Prager, K. & Msika, J. (2020). Using Co-Constructed Mental Models to Understand Stakeholder Perspectives on Agro-Ecology, International Journal of Agricultural Sustainability, 18, 172–195. DOI: 10.1080/14735903.2020.1743553.
- Iyer, P., Bozzola, M., Hirsch, S., Meraner, M. & Finger, R. (2020). Measuring Farmer Risk Preferences in Europe: A Systematic Review. Journal of Agricultural Economics, 71(1), 3–26. DOI: 10.1111/1477-9552.12325.
- Jones, N. A., Ross, H., Lynam, T., Perez, P. & Leitch, A. (2011). Mental Models: An Interdisciplinary Synthesis of Theory and Methods. Ecology and Society, 16(1), art46. DOI: 10.5751/ES-03802-160146.
- Khatri, P., Kumar, P., Shakya, K. S., Kirlas, M. C. & Tiwari, K. K. (2023). Understanding the Intertwined Nature of Rising Multiple Risks in Modern Agriculture and Food System, Environment, Development and Sustainability 26, 24107–24150. DOI: 10.1007/s10668-023-03638-7.
- Király, G. (2018). Post–transitional development in the Hungarian wine sector: the case of the Mátra wine region, Journal of Wine Research, 29, 106–119. DOI: 10.1080/09571264.2018.1472071.
- Komarek, A. M., Pinto, A. & Smith, V. H. (2020). A Review of Types of Risks in Agriculture: What We Know and What We Need to Know, Agricultural Systems, 178, 102738. DOI: 10.1016/j.agsy.2019.102738.
- König, H. J., Kiffner, C., Kramerschadt, S., Fürst, C., Keuling, O. & Ford, A. T. (2020). Human – wildlife coexistence in a changing world, 34(4), 786–794. DOI: 10.1111/cobi.13513.
- Kovács, K. & Váradi, M. M. (2023). “We Need to Stay Alive”: Ethnicisation and Shortage of Farm Labour in Hungary, Scottish Geographical Journal, 140(1–2), 136–154. DOI: 10.1080/14702541.2023.2287442.
- LaMere, K., Mäntyniemi, S., Vanhatalo, J. & Haapasaari, P. (2020). Making the Most of Mental Models: Advancing the Methodology for Mental Model Elicitation and Documentation with Expert Stakeholders, Environmental Modelling and Software, 124, 104589. DOI: 10.1016/j.envsoft.2019.104589.
- Lengyel, I., Vas, Z., Kano, I. S. & Lengyel, B. (2017). Spatial Differences of Reindustrialization in a Post-Socialist Economy: Manufacturing in the Hungarian Counties, European Planning Studies, 25(8), 1416–1434. DOI: 10.1080/09654313.2017.1319467.
- Lennert, J., Kovács, K., Koós, B., Swain, N., Bálint, C., Hamza, E., Király, G., Rácz, K., Váradi, M. M. & Kovács, A. D. (2024). Climate Change, Pressures, and Adaptation Capacities of Farmers: Empirical Evidence from Hungary, Horticulturae, 10, 56. DOI: 10.3390/horticulturae10010056.
- Levy, M., A., Lubell, M, N. & McRoberts, N. (2018). The Structure of Mental Models of Sustainable Agriculture. Nature Sustainability, 1, 413–420. DOI: 10.1038/s41893-018-0116-y.
- Marx, W., Haunschild, R. & Bornmann, L. (2017). Climate change and viticulture – a quantitative analysis of a highly dynamic research field, VITIS – Journal of Grapevine Research, 56, 35–43. DOI: 10.5073/VITIS.2017.56.35-43.
- Matyasovszky, I., Weidinger, T., Bartholy, J. & Barcza, Z. (1999). Current regional climate change studies in Hungary: a review, Geographica Helvetica, 54, 138–146. DOI: 10.5194/gh-54-138-1999.
- Meadows, D. H. (2008). Thinking in Systems. A Primer. London: Earthscan.
- Mesterházy, I., Mészáros, R. & Pongrácz, R. (2014). The Effects of Climate Change on Grape Production in Hungary, Idojaras, 118(3), 193–206.
- Mesterházy, I., Mészáros, R., Pongrácz, R., Bodor, P. & Ladányi, M. (2018). The Analysis of Climatic Indicators Using Different Growing Season Calculation Methods – An Application to Grapevine Grown in Hungary, Idojaras, 122(3), 217–235. DOI: 10.28974/idojaras.2018.3.1.
- Mészáros, G., Rohány, G. & Nagymarosy A. (2012). Bortankönyv, Budapest: Bormatura.
- Mosedale, J. R., Abernethy, K. E., Smart, R. E., Wilson, R. J. & Maclean, I. M. D. (2016). Climate change impacts and adaptive strategies: lessons from the grapevine, Global Change Biology, 22, 3814–3828. DOI: 10.1111/gcb.13406.
- Naulleau, Au., Gary, C., Prévot, L. & Hossard, L. (2021). Evaluating Strategies for Adaptation to Climate Change in Grapevine Production – A Systematic Review, Frontiers in Plant Science, 11, 607859. DOI: 10.3389/fpls.2020.607859.
- Neethling, E., Petitjean, T. & Quénol, H. (2017). Assessing local climate vulnerability and winegrowers’ adaptive processes in the context of climate change, 22, 777–803. DOI: 10.1007/s11027-015-9698-0.
- Oppenheimer, M., Campos, M., Warren, R., Birkmann, J., Luber, G., O’Neill, B. & Takahashi, K. (2014). Emergent Risks and Key Vulnerabilities. In Field, C. B., Barros, V. R., Dokken, D. J., Mach, K. J., Mastrandrea, M. D., Bilir, T. E., Chatterjee, M., Ebi, K. L., Estrada, Y. O., Genova, R. C., Girma, B., Kissel, E. S., Levy, A. N., MacCracken, S., Mastrandrea, P. R. and White, L. L., eds., Climate Change 2014: Impacts, Adaptation, and Vulnerability Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 1039–1099), Cambridge University Press.
- Özesmi, U. & Özesmi, S. L. (2004). Ecological models based on people’s knowledge: a multi-step fuzzy cognitive mapping approach, Ecological Modelling, 176, 43–64. DOI: 10.1016/j.ecolmodel.2003.10.027.
- Pörtner, H.-O., Roberts, D. C. et al., eds. (2022). Climate Change 2022 – Impacts, Adaptation and Vulnerability. Cambridge University Press. DOI: 10.1017/9781009325844.
- Sacchelli, S. & Fabbrizzi, S. (2015). Minimisation of Uncertainty in Decision-Making Processes Using Optimised Probabilistic Fuzzy Cognitive Maps: A Case Study for a Rural Sector, Socio-Economic Planning Sciences, 52, 31–40. DOI: 10.1016/j.seps.2015.10.002.
- Sacchelli, S., Fabbrizzi, S. & Menghini, S. (2016). Climate Change Effects and Adaptation Strategies in the Wine Sector: A Quantitative Literature Review, Wine Economics and Policy, DOI: 10.1016/j.wep.2016.08.001.
- Schultz, H. R. & Jones, G. V. (2010). Climate induced historic and future changes in viticulture, Journal of Wine Research, 21, 137–145. DOI: 10.1080/09571264.2010.530098.
- Sietsma, A. J., Ford, J. D., Callaghan, M. W. & Minx, J. C. (2021). Progress in climate change adaptation research, Environmental Research Letters, 16(5), 054038. DOI: 10.1088/1748-9326/abf7f3.
- Stern, N. (2016). Economics: Current climate models are grossly misleading, Nature, 530(7591), 407–409. DOI: 10.1038/530407a.
- Stern, P. C. (2000). Toward a Coherent Theory of Environmentally Significant Behavior, Journal of Social Issues, 56, 407–424. DOI: 10.1111/0022-4537.00175.
- Tessier, L., Bijttebier, J., Marchand, F. & Baret, P. V. (2021). Cognitive mapping, flemish beef farmers’ perspectives and farm functioning: a critical methodological reflection, Agriculture and Human Values, 38, 1003–1019. DOI: 10.1007/s10460-021-10207-z, 2021.
- Totth, G. & Szolnoki, G. (2019). A Magyarországi Borfogyasztói Szokások és a Borpiac Elemzése. Gazdálkodás, 63(1), 22–39. DOI: 10.22004/ag.econ.284793.
- Tscholl, S., Candiago, S., Marsoner, T., Fraga, H., Giupponi, C. & Egarter Vigl, L. (2024). Climate resilience of European wine regions. Nature Communications, 15(1), 6254. DOI: 10.1038/s41467-024-50549-w.
- Van Den Broek, K. L., Negro, S. O. & Hekkert, M. P. (2024). Mapping mental models in sustainability transitions, Environmental Innovation and Societal Transitions, 51, 100855. DOI: 10.1016/j.eist.2024.100855, 2024.
- van Leeuwen, C. & Seguin, G. (2006). The Concept of Terroir in Viticulture, Journal of Wine Research, 17, 1–10. DOI: 10.1080/09571260600633135.
- van Leeuwen, C., Destrac-Irvine, A., Dubernet, M., Duchêne, E., Gowdy, M., Marguerit, E., Pieri, P., Parker, A., de Rességuier, L. & Ollat, N. (2019). An Update on the Impact of Climate Change in Viticulture and Potential Adaptations. Agronomy, 9(9), 514. DOI: 10.3390/agronomy9090514.
- van Leeuwen, C., Sgubin, G., Bois, B., Ollat, N., Swingedouw, D., Zito, S., Gambetta, G. A. (2024). Climate change impacts and adaptations of wine production. Nature Reviews Earth & Environment, 5, 258–275. DOI: 10.1038/s43017-024-00521-5.
- Winsen, F. van, Mey, Y., Lauwers, L., Passel, S., Vancauteren, M. & Wauters, E. (2013). Cognitive Mapping: A Method to Elucidate and Present Farmers’ Risk Perception, Agricultural Systems, 122, 42–52. DOI: 10.1016/j.agsy.2013.08.003.
- Wreford, A., Ignaciuk, A. & Gruère, G. (2017). Overcoming barriers to the adoption of climate-friendly practices in agriculture [policy paper]. Paris: OECD. DOI: 10.1787/97767de8-en.
- Wuepper, D., Bukchin‐Peles, S., Just, D. & Zilberman, D. (2023). Behavioral agricultural economics. Applied Economic Perspectives and Policy, 45(4), 2094–2105. DOI: 10.1002/aepp.13343.
- Szőlőültetvények (2020). Budapest: Központi Statisztikai Hivatal. Retrieved from https://www.ksh.hu/docs/hun/xftp/idoszaki/szoloultetvenyek/2020/index.html.
- OECD (2009). Managing Risk in Agriculture, OECD, https://doi.org/10.1787/9789264075313-en.
DOI: https://doi.org/10.2478/euco-2026-0002 | Journal eISSN: 1803-8417
Language: English
Page range: 17 - 36
Submitted on: Jul 25, 2025
Accepted on: Feb 21, 2026
Published on: Apr 1, 2026
Published by: Mendel University in Brno
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2026 Gábor Király, Bálint Koós, published by Mendel University in Brno
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
