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Evaluation of the Symmetry of Statistical Methods Applied for the Identification of Agricultural Areas

Author

Listed:
  • Justyna Wójcik-Leń

    (Department of Environment and Agriculture, District Authority Office in Brzozów, 36-200 Brzozów, Poland)

  • Przemysław Leń

    (Department of Environmental Engineering and Geodesy, University of Life Sciences in Lublin, 20-950 Lublin, Poland)

Abstract

The main priorities of the common agricultural policies of the European Union (EU) are improvement of the quality of life in rural areas for their inhabitants as well as the optimum utilisation of rural resources. The most efficient tools to improve the management conditions and utilise the potential of land are land consolidation works aimed at creating more favourable management conditions in agriculture and forestry through improving the territorial structure of farms, forests and forestland; the reasonable configuration of land, aligning the limits of real properties with the system of irrigation; and drainage facilities, roads and terrain. The development of agriculture in Poland and its production capacity are considerably differentiated in terms of space. At present, Poland has agricultural areas which, in many respects, have a chance of competing with agriculture in the other member states of the European Union. However, in some areas, agricultural production run by private farms owned by individuals is on the verge of falling below the limit of profitability or falls below the limit of profitability. Currently, Poland lacks tools (strategies) allowing identification of land for intensive agricultural production as well as information about agricultural land that should be developed for non-agricultural purposes. Therefore, it is necessary to develop a methodology for identifying similar areas using available tools that can facilitate reliable identification of the areas relating to the indicated factors. Taxonomic methods can be used for clustering purposes. The study materials are data derived from real property register databases referring to one of the districts (poviats) situated in east-central Poland. As a final result, a method of clustering villages according to similar land-use categories was developed. It was created using two independent statistical methods: Ward’s method and the complete-linkage method. The highest consistency was observed in two groups of identified types of areas sharing very similar characteristics. A high index of similarity of both methods—the so-called Rand index—testified to the reliability of the results of calculations. The results of clustering corresponded to a large extent to actual features defining the use of land in the analysed villages as well as the terrain relief.

Suggested Citation

  • Justyna Wójcik-Leń & Przemysław Leń, 2021. "Evaluation of the Symmetry of Statistical Methods Applied for the Identification of Agricultural Areas," Land, MDPI, vol. 10(7), pages 1-13, June.
    • Handle: RePEc:gam:jlands:v:10:y:2021:i:7:p:664-:d:580748
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    References listed on IDEAS

    as
    1. Kurowska, Krystyna & Kryszk, Hubert & Marks-Bielska, Renata & Mika, Monika & Leń, Przemysław, 2020. "Conversion of agricultural and forest land to other purposes in the context of land protection: Evidence from Polish experience," Land Use Policy, Elsevier, vol. 95(C).
    2. Partho Protim Mondal & Yili Zhang, 2018. "Research Progress on Changes in Land Use and Land Cover in the Western Himalayas (India) and Effects on Ecosystem Services," Sustainability, MDPI, vol. 10(12), pages 1-14, November.
    3. Wójcik-Leń, Justyna & Leń, Przemysław & Mika, Monika & Kryszk, Hubert & Kotlarz, Paweł, 2019. "Studies regarding correct selection of statistical methods for the needs of increasing the efficiency of identification of land for consolidation—A case study in Poland," Land Use Policy, Elsevier, vol. 87(C).
    4. Bruno M. Meneses & Eusébio Reis & Susana Pereira & Maria J. Vale & Rui Reis, 2017. "Understanding Driving Forces and Implications Associated with the Land Use and Land Cover Changes in Portugal," Sustainability, MDPI, vol. 9(3), pages 1-20, February.
    5. Apostolos Gaitanis & Kleomenis Kalogeropoulos & Vassilis Detsis & Christos Chalkias, 2015. "Monitoring 60 Years of Land Cover Change in the Marathon Area, Greece," Land, MDPI, vol. 4(2), pages 1-18, April.
    6. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    7. Lluis Parcerisas & Joan Marull & Joan Pino & Enric Tello & Francesc Coll & Corina Basnou, 2012. "Land use changes, landscape ecology and their socioeconomic driving forces in the Spanish Mediterranean coast (the Maresme County, 1850-2005)," Working Papers in Economics 273, Universitat de Barcelona. Espai de Recerca en Economia.
    8. Janus, Jaroslaw & Markuszewska, Iwona, 2019. "Forty years later: Assessment of the long-lasting effectiveness of land consolidation projects," Land Use Policy, Elsevier, vol. 83(C), pages 22-31.
    9. Wójcik-Leń, Justyna & Sobolewska-Mikulska, Katarzyna & Sajnóg, Natalia & Leń, Przemysław, 2018. "The idea of rational management of problematic agricultural areas in the course of land consolidation," Land Use Policy, Elsevier, vol. 78(C), pages 36-45.
    10. Stańczuk-Gałwiaczek, Małgorzata & Sobolewska-Mikulska, Katarzyna & Ritzema, Henk & van Loon-Steensma, Jantsje M., 2018. "Integration of water management and land consolidation in rural areas to adapt to climate change: Experiences from Poland and the Netherlands," Land Use Policy, Elsevier, vol. 77(C), pages 498-511.
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    1. Grzegorz Oleniacz, 2021. "Czekanowski’s Diagram and Spatial Data Cluster Analysis for Planning Sustainable Development of Rural Areas," Sustainability, MDPI, vol. 13(20), pages 1-13, October.

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