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Using the SECLAND model to project future land-use until 2050 under climate and socioeconomic change in the LTSER region Eisenwurzen (Austria)

Author

Listed:
  • Egger, Claudine
  • Plutzar, Christoph
  • Mayer, Andreas
  • Dullinger, Iwona
  • Dullinger, Stefan
  • Essl, Franz
  • Gattringer, Andreas
  • Bohner, Andreas
  • Haberl, Helmut
  • Gaube, Veronika

Abstract

Farmers in Europe act within guidelines set by agricultural programs, market demands and biophysical constraints. At the same time, they are social actors embedded in their respective family structures and individual lifestyles and preferences. We here present the socio-ecological land-use model SECLAND that provides an improved representation of the versatility in farmer's characteristics and subsequently its impact on land-use decision making. The model combines (1) an agent-based module (ABM) with farmers as agents whose intrinsic behavioural characteristics are represented via farming styles with (2) a probabilistic GIS-based forest regrowth module. We apply the model for the LTSER Eisenwurzen region in northern Austria to explore land-use patterns until the year 2050 under three different scenarios. Our results show the relevance of explicitly considering differences between the responses of individual farmers to changing framework conditions. In order to devise sustainable development paths for future agriculture, it is important to focus on farmers' well-being and recognize it as being equally important as economic success.

Suggested Citation

  • Egger, Claudine & Plutzar, Christoph & Mayer, Andreas & Dullinger, Iwona & Dullinger, Stefan & Essl, Franz & Gattringer, Andreas & Bohner, Andreas & Haberl, Helmut & Gaube, Veronika, 2022. "Using the SECLAND model to project future land-use until 2050 under climate and socioeconomic change in the LTSER region Eisenwurzen (Austria)," Ecological Economics, Elsevier, vol. 201(C).
  • Handle: RePEc:eee:ecolec:v:201:y:2022:i:c:s092180092200221x
    DOI: 10.1016/j.ecolecon.2022.107559
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    as
    1. Huber, Robert & Bakker, Martha & Balmann, Alfons & Berger, Thomas & Bithell, Mike & Brown, Calum & Grêt-Regamey, Adrienne & Xiong, Hang & Le, Quang Bao & Mack, Gabriele & Meyfroidt, Patrick & Millingt, 2018. "Representation of decision-making in European agricultural agent-based models," Agricultural Systems, Elsevier, vol. 167(C), pages 143-160.
    2. Andrew E. Clark & Ed Diener & Yannis Georgellis & Richard E. Lucas, 2008. "Lags And Leads in Life Satisfaction: a Test of the Baseline Hypothesis," Economic Journal, Royal Economic Society, vol. 118(529), pages 222-243, June.
    3. James Millington & Raúl Romero-Calcerrada & John Wainwright & George Perry, 2008. "An Agent-Based Model of Mediterranean Agricultural Land-Use/Cover Change for Examining Wildfire Risk," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 11(4), pages 1-4.
    4. Christian Troost & Thomas Berger, 2015. "Dealing with Uncertainty in Agent-Based Simulation: Farm-Level Modeling of Adaptation to Climate Change in Southwest Germany," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(3), pages 833-854.
    5. Veronique Beckers & Jeroen Beckers & Matthias Vanmaercke & Etienne Van Hecke & Anton Van Rompaey & Nicolas Dendoncker, 2018. "Modelling Farm Growth and Its Impact on Agricultural Land Use: A Country Scale Application of an Agent-Based Model," Land, MDPI, vol. 7(3), pages 1-19, September.
    6. Ida Nadia S. Djenontin & Leo C. Zulu & Arika Ligmann-Zielinska, 2020. "Improving Representation of Decision Rules in LUCC-ABM: An Example with an Elicitation of Farmers’ Decision Making for Landscape Restoration in Central Malawi," Sustainability, MDPI, vol. 12(13), pages 1-35, July.
    7. Julia Maria Brändle & Gaby Langendijk & Simon Peter & Sibyl Hanna Brunner & Robert Huber, 2015. "Sensitivity Analysis of a Land-Use Change Model with and without Agents to Assess Land Abandonment and Long-Term Re-Forestation in a Swiss Mountain Region," Land, MDPI, vol. 4(2), pages 1-38, June.
    8. Elmar Kriegler & Jae Edmonds & Stéphane Hallegatte & Kristie Ebi & Tom Kram & Keywan Riahi & Harald Winkler & Detlef Vuuren, 2014. "A new scenario framework for climate change research: the concept of shared climate policy assumptions," Climatic Change, Springer, vol. 122(3), pages 401-414, February.
    9. Albert Zimmermann & Anke Möhring & Gabriele Mack & Ali Ferjani & Stefan Mann, 2015. "Pathways to Truth: Comparing Different Upscaling Options for an Agent-Based Sector Model," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 18(4), pages 1-11.
    10. An, Li, 2012. "Modeling human decisions in coupled human and natural systems: Review of agent-based models," Ecological Modelling, Elsevier, vol. 229(C), pages 25-36.
    11. Emily Elhacham & Liad Ben-Uri & Jonathan Grozovski & Yinon M. Bar-On & Ron Milo, 2020. "Global human-made mass exceeds all living biomass," Nature, Nature, vol. 588(7838), pages 442-444, December.
    12. Detlef Vuuren & Elmar Kriegler & Brian O’Neill & Kristie Ebi & Keywan Riahi & Timothy Carter & Jae Edmonds & Stephane Hallegatte & Tom Kram & Ritu Mathur & Harald Winkler, 2014. "A new scenario framework for Climate Change Research: scenario matrix architecture," Climatic Change, Springer, vol. 122(3), pages 373-386, February.
    13. Paul, Satya & Guilbert, Daniel, 2013. "Income–happiness paradox in Australia: Testing the theories of adaptation and social comparison," Economic Modelling, Elsevier, vol. 30(C), pages 900-910.
    14. Brian O’Neill & Elmar Kriegler & Keywan Riahi & Kristie Ebi & Stephane Hallegatte & Timothy Carter & Ritu Mathur & Detlef Vuuren, 2014. "A new scenario framework for climate change research: the concept of shared socioeconomic pathways," Climatic Change, Springer, vol. 122(3), pages 387-400, February.
    15. Haberl, Helmut & Schmid, Martin & Haas, Willi & Wiedenhofer, Dominik & Rau, Henrike & Winiwarter, Verena, 2021. "Stocks, flows, services and practices: Nexus approaches to sustainable social metabolism," Ecological Economics, Elsevier, vol. 182(C).
    16. Robert, Marion & Thomas, Alban & Bergez, Jacques Eric, 2016. "Processes of adpatation in farm decision-making models. A review," TSE Working Papers 16-731, Toulouse School of Economics (TSE).
    17. Kristie Ebi & Stephane Hallegatte & Tom Kram & Nigel Arnell & Timothy Carter & Jae Edmonds & Elmar Kriegler & Ritu Mathur & Brian O’Neill & Keywan Riahi & Harald Winkler & Detlef Vuuren & Timm Zwickel, 2014. "A new scenario framework for climate change research: background, process, and future directions," Climatic Change, Springer, vol. 122(3), pages 363-372, February.
    18. Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
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