IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v28y2020i5p1094-1105.html
   My bibliography  Save this article

Fuzzy logic method of valuation supporting sustainable development of the agricultural land market

Author

Listed:
  • Sabina Zrobek
  • Oleksandra Kovalyshyn
  • Małgorzata Renigier‐Biłozor
  • Stepan Kovalyshyn
  • Oleg Kovalyshyn

Abstract

This article proposes the possibility of applying fuzzy logic theory to perform the tasks of determining the market value of agricultural lands. These tasks are of a multi‐criteria character, as multiple factors are taken into consideration during the land value valuation process. The market value of agricultural land plots, calculated using fuzzy logic methods, can provide a basis for further use in the processes that are directly related to their turnover, that is, during auctioning, setting of a land tax, determining of the value of pawn in the land bank. Methodic approach to the determination of the market value of agricultural lands with the application of the methods of fuzzy logic and the package Fuzzy Logic Toolbox of the computing system Matlab is universal. It can be used for assessment of the value of a land plot with any number of indices, having no crisp mathematic model. The proposed method is particularly useful for countries where the agricultural real estate market is still in its early stages of development and will contribute to making it more transparent and thus it can be a significant tool supporting the sustainable development of the agricultural real estate market. Agricultural land market is a vital ingredient of the system for sustainable development of rural areas.

Suggested Citation

  • Sabina Zrobek & Oleksandra Kovalyshyn & Małgorzata Renigier‐Biłozor & Stepan Kovalyshyn & Oleg Kovalyshyn, 2020. "Fuzzy logic method of valuation supporting sustainable development of the agricultural land market," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1094-1105, September.
  • Handle: RePEc:wly:sustdv:v:28:y:2020:i:5:p:1094-1105
    DOI: 10.1002/sd.2061
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.2061
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.2061?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
    ---><---

    References listed on IDEAS

    as
    1. Renigier-Biłozor, Malgorzata & Janowski, Artur & d’Amato, Maurizio, 2019. "Automated Valuation Model based on fuzzy and rough set theory for real estate market with insufficient source data," Land Use Policy, Elsevier, vol. 87(C).
    2. DRABIK, Dušan & RAJČÁNIOVÁ, Miroslava, 2014. "Agricultural Land Market In Slovakia Under The New Land Acquisition Law," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 17(2), pages 1-4, October.
    3. Ciaian, Pavel, & Kancs, d’Artis & Swinnen, Jo & Van Herck, Kristine & Vranken, Liesbet, 2012. "Key Issues and Developments in Farmland Sales Markets in the EU Member States and Candidate Countries," Factor Markets Working Papers 114, Centre for European Policy Studies.
    4. Asiama, K.O. & Bennett, R.M. & Zevenbergen, J.A. & Da Silva Mano, A., 2019. "Responsible consolidation of customary lands: A framework for land reallocation," Land Use Policy, Elsevier, vol. 83(C), pages 412-423.
    5. Feichtinger, Paul & Salhofer, Klaus, 2013. "What Do We Know about the Influence of Agricultural Support on Agricultural Land Prices?," Journal of International Agricultural Trade and Development, Journal of International Agricultural Trade and Development, vol. 62(2).
    6. Jacobs, Sander & Dendoncker, Nicolas & Martín-López, Berta & Barton, David Nicholas & Gomez-Baggethun, Erik & Boeraeve, Fanny & McGrath, Francesca L. & Vierikko, Kati & Geneletti, Davide & Sevecke, , 2016. "A new valuation school: Integrating diverse values of nature in resource and land use decisions," Ecosystem Services, Elsevier, vol. 22(PB), pages 213-220.
    7. Feichtinger, Paul & Salhofer, Klaus, 2013. "What Do We Know about the Influence of Agricultural Support on Agricultural Land Prices?," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 62(02), pages 1-15, May.
    8. W.J. McCluskey & M. McCord & P.T. Davis & M. Haran & D. McIlhatton, 2013. "Prediction accuracy in mass appraisal: a comparison of modern approaches," Journal of Property Research, Taylor & Francis Journals, vol. 30(4), pages 239-265, December.
    9. José Maria Codosero Rodas & José Manuel Naranjo Gómez & Rui Alexandre Castanho & José Cabezas, 2018. "Land Valuation Sustainable Model of Urban Planning Development: A Case Study in Badajoz, Spain," Sustainability, MDPI, vol. 10(5), pages 1-18, May.
    10. Kowalczyk, Cezary & Nowak, Magdalena & Źróbek, Sabina, 2019. "The concept of studying the impact of legal changes on the agricultural real estate market," Land Use Policy, Elsevier, vol. 86(C), pages 229-237.
    11. Ciaian, Pavel, & Kancs, d’Artis & Swinnen, Jo & Van Herck, Kristine & Vranken, Liesbet, 2012. "Key Issues and Developments in Farmland Rental Markets in EU Member States and Candidate Countries," Factor Markets Working Papers 115, Centre for European Policy Studies.
    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. Melfi Alrasheedi & Abbas Mardani & Arunodaya R. Mishra & Dalia Streimikiene & Huchang Liao & Abdullah H. Al‐nefaie, 2021. "Evaluating the green growth indicators to achieve sustainable development: A novel extended interval‐valued intuitionistic fuzzy‐combined compromise solution approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 120-142, January.
    2. Zheng Yuan & Baohua Wen & Cheng He & Jin Zhou & Zhonghua Zhou & Feng Xu, 2022. "Application of Multi-Criteria Decision-Making Analysis to Rural Spatial Sustainability Evaluation: A Systematic Review," IJERPH, MDPI, vol. 19(11), pages 1-31, May.
    3. Vasco Capela Tavares & Fernando Tavares & Eulália Santos, 2022. "The Value of Farmland and Its Determinants—The Current State of the Art," Land, MDPI, vol. 11(11), pages 1-14, October.
    4. Justas Streimikis & Tomas Baležentis, 2020. "Agricultural sustainability assessment framework integrating sustainable development goals and interlinked priorities of environmental, climate and agriculture policies," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1702-1712, November.
    5. Małgorzata Renigier-Biłozor & Sabina Źróbek & Marek Walacik, 2022. "Modern Technologies in the Real Estate Market—Opponents vs. Proponents of Their Use: Does New Category of Value Solve the Problem?," Sustainability, MDPI, vol. 14(20), pages 1-18, October.

    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. Kowalczyk, Cezary & Nowak, Magdalena & Źróbek, Sabina, 2019. "The concept of studying the impact of legal changes on the agricultural real estate market," Land Use Policy, Elsevier, vol. 86(C), pages 229-237.
    2. Lehn, Friederike & Bahrs, Enno, 2018. "Analysis of factors influencing standard farmland values with regard to stronger interventions in the German farmland market," Land Use Policy, Elsevier, vol. 73(C), pages 138-146.
    3. Letort, Élodie & Temesgen, Chalachew, 2014. "Influence of environmental policies on farmland prices in the Bretagne region of France," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement (RAEStud), Institut National de la Recherche Agronomique (INRA), vol. 95(1).
    4. Stefan Seifert & Christoph Kahle & Silke Hüttel, 2021. "Price Dispersion in Farmland Markets: What Is the Role of Asymmetric Information?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(4), pages 1545-1568, August.
    5. Alexander März & Nadja Klein & Thomas Kneib & Oliver Musshoff, 2016. "Analysing farmland rental rates using Bayesian geoadditive quantile regression," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 43(4), pages 663-698.
    6. Feichtinger, Paul & Salhofer, Klaus, 2013. "A Spatial Analysis of Agricultural Land Prices in Bavaria," Working papers 160741, Factor Markets, Centre for European Policy Studies.
    7. Geoghegan, Cathal & Kinsella, Anne & O’Donoghue, Cathal, 2015. "Policy Drivers of Land Mobility in Irish Agriculture," 150th Seminar, October 22-23, 2015, Edinburgh, Scotland 212658, European Association of Agricultural Economists.
    8. Odening, Martin & Ritter, Matthias & Hüttel, Silke, 2015. "The term structure of land lease rates," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 201664, Agricultural and Applied Economics Association.
    9. Paul Feichtinger & Klaus Salhofer, 2016. "The Fischler Reform of the Common Agricultural Policy and Agricultural Land Prices," Land Economics, University of Wisconsin Press, vol. 92(3), pages 411-432.
    10. Rutkauskas Virgilijus & Gudauskaitė Laura, 2018. "Explaining the Changes of Agriculture Land Prices in Lithuania," Ekonomika (Economics), Sciendo, vol. 97(1), pages 63-75, January.
    11. Thareau, Bertille & Billaud, Jean-Paul, 2021. "Farmers’ land strategies in peri-urban areas: the case of Angevin conurbation," Review of Agricultural, Food and Environmental Studies, Institut National de la Recherche Agronomique (INRA), vol. 102(1), March.
    12. Cord-Friedrich von Hobe & Marius Michels & Oliver Musshoff, 2021. "German Farmers’ Perspectives on Price Drivers in Agricultural Land Rental Markets—A Combination of a Systematic Literature Review and Survey Results," Land, MDPI, vol. 10(2), pages 1-22, February.
    13. Marten Graubner, 2018. "Lost in space? The effect of direct payments on land rental prices," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(2), pages 143-171.
    14. Ivan Takáč & Jarmila Lazíková & Ľubica Rumanovská & Anna Bandlerová & Zuzana Lazíková, 2020. "The Factors Affecting Farmland Rental Prices in Slovakia," Land, MDPI, vol. 9(3), pages 1-18, March.
    15. Hedman Jansson, Kristina & Lagerqvist, Carl Johan, 2013. "Performance Indicators in Agricultural Financial Markets," Factor Markets Working Papers 155, Centre for European Policy Studies.
    16. Doan, Quang Cuong, 2023. "Determining the optimal land valuation model: A case study of Hanoi, Vietnam," Land Use Policy, Elsevier, vol. 127(C).
    17. Grau, Aaron & Jasic, Svetlana & Ritter, Matthias & Odening, Martin, 2019. "The impact of production intensity on agricultural land prices," FORLand Working Papers 09 (2019), Humboldt University Berlin, DFG Research Unit 2569 FORLand "Agricultural Land Markets – Efficiency and Regulation".
    18. Linlin Li & Rong Tan & Cifang Wu, 2020. "Reconstruction of China’s Farmland Rights System Based on the ‘Trifurcation of Land Rights’ Reform," Land, MDPI, vol. 9(2), pages 1-18, February.
    19. Maximilian Humpesch & Stefan Seifert & Alfons Balmann & Silke Hüttel, 2022. "How does tenancy affect farmland prices? Effects of lease status, lease term and buyer type," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 83(2), pages 242-263, September.
    20. Richard J Vyn & James Rude, 2020. "The Influence of Supply Management on Farmland Values in Ontario," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(4), pages 815-834, December.

    More about this item

    Statistics

    Access and download statistics

    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:wly:sustdv:v:28:y:2020:i:5:p:1094-1105. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.