IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v177y2020ics0308521x19303105.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X19303105
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agsy.2019.102740?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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).
    Full references (including those not matched with items on IDEAS)

    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. Uthes, Sandra & Piorr, Annette & Zander, Peter & Bienkowski, Jerzy & Ungaro, Fabrizio & Dalgaard, Tommy & Stolze, Matthias & Moschitz, Heidrun & Schader, Christian & Happe, Kathrin & Sahrbacher, Amand, 2011. "Regional impacts of abolishing direct payments: An integrated analysis in four European regions," Agricultural Systems, Elsevier, vol. 104(2), pages 110-121, February.
    2. Uthes, Sandra & Fricke, Katharina & König, Hannes & Zander, Peter & van Ittersum, Martin & Sieber, Stefan & Helming, Katharina & Piorr, Annette & Müller, Klaus, 2010. "Policy relevance of three integrated assessment tools—A comparison with specific reference to agricultural policies," Ecological Modelling, Elsevier, vol. 221(18), pages 2136-2152.
    3. Uthes, Sandra & Sattler, Claudia & Reinhardt, Franz-Josef & Piorr, Annette & Zander, Peter & Happe, Kathrin & Damgaard, Martin & Osuch, Amanda, 2007. "PR - Ecological Effects Of Payment Decoupling In A Case Study Region In Germany," 16th Congress, Cork, Ireland, July 15-20, 2007 345426, International Farm Management Association.
    4. Fleskens, Luuk & Graaff, Jan de, 2010. "Conserving natural resources in olive orchards on sloping land: Alternative goal programming approaches towards effective design of cross-compliance and agri-environmental measures," Agricultural Systems, Elsevier, vol. 103(8), pages 521-534, October.
    5. Hristov, Jordan & Clough, Yann & Sahlin, Ullrika & Smith, Henrik G. & Stjernman, Martin & Olsson, Ola & Sahrbacher, Amanda & Brady, Mark V., 2020. "Impacts of the EU's Common Agricultural Policy “Greening” reform on agricultural development, biodiversity, and ecosystem services," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 42(4), pages 716-738.
    6. Brown, Bijon & Schoney, Richard & Nolan, James, 2021. "Assessing the food vs. fuel issue: An agent-based simulation," Energy Policy, Elsevier, vol. 159(C).
    7. Sardorbek Musayev & Jonathan Mellor & Tara Walsh & Emmanouil Anagnostou, 2022. "Application of Agent-Based Modeling in Agricultural Productivity in Rural Area of Bahir Dar, Ethiopia," Forecasting, MDPI, vol. 4(1), pages 1-22, March.
    8. Bert, Federico E. & Rovere, Santiago L. & Macal, Charles M. & North, Michael J. & Podestá, Guillermo P., 2014. "Lessons from a comprehensive validation of an agent based-model: The experience of the Pampas Model of Argentinean agricultural systems," Ecological Modelling, Elsevier, vol. 273(C), pages 284-298.
    9. Kremmydas, Dimitris & Athanasiadis, Ioannis N. & Rozakis, Stelios, 2018. "A review of Agent Based Modeling for agricultural policy evaluation," Agricultural Systems, Elsevier, vol. 164(C), pages 95-106.
    10. Hugo Storm & Klaus Mittenzwei & Thomas Heckelei, 2015. "Direct Payments, Spatial Competition, and Farm Survival in Norway," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1192-1205.
    11. Linmei Shang & Jifeng Wang & David Schäfer & Thomas Heckelei & Juergen Gall & Franziska Appel & Hugo Storm, 2024. "Surrogate modelling of a detailed farm‐level model using deep learning," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 235-260, February.
    12. Schönau, F. & Mußhoff, O., 2012. "Mit Optimierungsansätzen bessere Entscheidungen treffen? – Eine empirische Analyse in einem Planspiel," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 47, March.
    13. Appel, Franziska & Musshoff, Oliver, 2011. "How appropriate are myopic optimization models to predict decision behaviour: A comparison between agent-based models and business management games," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 115994, European Association of Agricultural Economists.
    14. Lobianco, Antonello & Roberto, Esposti, 2006. "Analysis of the impact of decoupling on two Mediterranean regions," MPRA Paper 1182, University Library of Munich, Germany.
    15. Sahrbacher, Christoph, 2011. "Regional structural change in European agriculture: Effects of decoupling and EU accession," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 60, number 60, September.
    16. Appel, Franziska & Ostermeyer-Wiethaup, Arlette & Balmann, Alfons, 2016. "Effects of the German Renewable Energy Act on structural change in agriculture – The case of biogas," Utilities Policy, Elsevier, vol. 41(C), pages 172-182.
    17. Diego Ferraro & Daniela Blanco & Sebasti'an Pessah & Rodrigo Castro, 2021. "Land use change in agricultural systems: an integrated ecological-social simulation model of farmer decisions and cropping system performance based on a cellular automata approach," Papers 2109.01031, arXiv.org, revised Sep 2021.
    18. Happe, K. & Hutchings, N.J. & Dalgaard, T. & Kellerman, K., 2011. "Modelling the interactions between regional farming structure, nitrogen losses and environmental regulation," Agricultural Systems, Elsevier, vol. 104(3), pages 281-291, March.
    19. Djanibekov, Utkur & Finger, Robert, 2018. "Agricultural risks and farm land consolidation process in transition countries: The case of cotton production in Uzbekistan," Agricultural Systems, Elsevier, vol. 164(C), pages 223-235.
    20. Appel, F. & Balmann, A., 2018. "Predator or prey? - Effects of fast-growing farms on their neighborhood," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277358, International Association of Agricultural Economists.

    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:eee:agisys:v:177:y:2020:i:c:s0308521x19303105. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    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.