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Creating a synthetic landscape: Spatial allocation of non-spatial single farm data

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  • Uthes, Sandra
  • Kiesel, Joachim

Abstract

Spatially explicit farm data are often not available for farm level studies and models, limiting the accuracy of simulating environmental impacts and posing limitations to agent-based models that simulate spatial decisions under explicit consideration of neighborhood effects (e.g. as on a land market). For large regions, such as the whole EU, different approaches have been developed to address this problem, e.g. by downscaling economic model results to lower-level administrative regions or by spatially allocating farm types to homogenous spatial entities. For smaller regions and if interactions between farms have to be considered, these approaches are too coarse.

Suggested Citation

  • Uthes, Sandra & Kiesel, Joachim, 2020. "Creating a synthetic landscape: Spatial allocation of non-spatial single farm data," Agricultural Systems, Elsevier, vol. 177(C).
    • Handle: RePEc:eee:agisys:v:177:y:2020:i:c:s0308521x19303105
    DOI: 10.1016/j.agsy.2019.102740
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    1. Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad & Sahrbacher, Christoph, 2008. "Does structure matter? The impact of switching the agricultural policy regime on farm structures," Journal of Economic Behavior & Organization, Elsevier, vol. 67(2), pages 431-444, August.
    2. Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad, 2004. "The agricultural policy simulator (AgriPoliS): an agent-based model to study structural change in agriculture (Version 1.0)," IAMO Discussion Papers 71, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
    3. Zander, P. & Kachele, H., 1999. "Modelling multiple objectives of land use for sustainable development," Agricultural Systems, Elsevier, vol. 59(3), pages 311-325, March.
    4. Happe, Kathrin & Kellermann, Konrad & Balmann, Alfons, 2006. "Agent-based analysis of agricultural policies: An illustration of the agricultural policy simulator AgriPoliS, its adaptation and behavior," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11(1).
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