IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i3p1604-d738214.html
   My bibliography  Save this article

Detection of the Seasonally Activated Rural Areas

Author

Listed:
  • Marija Drobnjaković

    (Geographical Institute “Jovan Cvijić” Serbian Academy of Sciences and Arts, Djure Jakšića 9, 11000 Belgrade, Serbia)

  • Milena Panić

    (Geographical Institute “Jovan Cvijić” Serbian Academy of Sciences and Arts, Djure Jakšića 9, 11000 Belgrade, Serbia)

  • Gorica Stanojević

    (Geographical Institute “Jovan Cvijić” Serbian Academy of Sciences and Arts, Djure Jakšića 9, 11000 Belgrade, Serbia)

  • Dejan Doljak

    (Geographical Institute “Jovan Cvijić” Serbian Academy of Sciences and Arts, Djure Jakšića 9, 11000 Belgrade, Serbia)

  • Vlasta Kokotović Kanazir

    (Geographical Institute “Jovan Cvijić” Serbian Academy of Sciences and Arts, Djure Jakšića 9, 11000 Belgrade, Serbia)

Abstract

Rural areas have been usually observed through agriculture; however, today, it is broadened with various activities. In Serbia, it has been characterized by unbalanced development, which has led to a declining vitality and depopulation. The main goal of this research is detection of seasonally activated rural areas in Serbia, expressed through the population fluctuation, temporary settlement, or occasional use of residential and economic facilities, and identification of spatial patterns of seasonal use. This research applied an innovative proxy—nighttime lights (NTL)—as a complementary tool to statistical analyses, which are conducted in the GIS environment. The calculation encompassed two seasonality coefficients: one based on the NTL and the second based on statistical data on tourist turnover. The spatial frame applies settlement level and micro level (pixels), while temporal includes monthly values for the period 2015–2019. The obtained results highlight tourist activity as the main cause of seasonal activation of rural areas. The largest seasonal fluctuations were registered in mountain areas and spa resorts. For mountain areas, the highest seasonality is in the winter months (peak—January/February), and lowest is in the summer season. The seasonal character of spa centers indicates the similar trend, generally less pronounced (peak—January), however, with higher seasonality during the summer.

Suggested Citation

  • Marija Drobnjaković & Milena Panić & Gorica Stanojević & Dejan Doljak & Vlasta Kokotović Kanazir, 2022. "Detection of the Seasonally Activated Rural Areas," Sustainability, MDPI, vol. 14(3), pages 1-24, January.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:3:p:1604-:d:738214
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/3/1604/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/3/1604/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vernon Henderson & Adam Storeygard & David N. Weil, 2011. "A Bright Idea for Measuring Economic Growth," American Economic Review, American Economic Association, vol. 101(3), pages 194-199, May.
    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. Bojan Đerčan & Dragica Gatarić & Milka Bubalo Živković & Marija Belij Radin & Danijela Vukoičić & Bojana Kalenjuk Pivarski & Tamara Lukić & Petar Vasić & Milena Nikolić & Miloš Lutovac & Milena Lutova, 2023. "Evaluating Farm Tourism Development for Sustainability: A Case Study of Farms in the Peri-Urban Area of Novi Sad (Serbia)," Sustainability, MDPI, vol. 15(17), pages 1-21, August.

    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. Seiffert, Sebastian, 2015. "The Role of Economic Geography in Subnational African Development," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113186, Verein für Socialpolitik / German Economic Association.
    2. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    3. Molina Millán, Teresa, 2015. "Regional Migration, Insurance and Economic Shocks: Evidence from Nicaragua," IZA Discussion Papers 9494, Institute of Labor Economics (IZA).
    4. Ajzenman, Nicolás & Aksoy, Cevat Giray & Guriev, Sergei, 2022. "Exposure to transit migration: Public attitudes and entrepreneurship," Journal of Development Economics, Elsevier, vol. 158(C).
    5. Ralph de Haas & Steven Poelhekke, 2016. "Mining Matters: Natural Resource Extraction and Local Business Constraints," CESifo Working Paper Series 6198, CESifo.
    6. Tähtinen, Tuuli, 2024. "When Facebook Is the Internet: The Role of Social Media in Ethnic Conflict," World Development, Elsevier, vol. 180(C).
    7. Thomas McGregor & Samuel Wills, 2016. "Surfing A Wave Of Economic Growth," OxCarre Working Papers 170, Oxford Centre for the Analysis of Resource Rich Economies, University of Oxford.
    8. Ch, Rafael & Martin, Diego A. & Vargas, Juan F., 2021. "Measuring the size and growth of cities using nighttime light," Journal of Urban Economics, Elsevier, vol. 125(C).
    9. Edward J. Oughton & Jatin Mathur, 2020. "Predicting cell phone adoption metrics using satellite imagery," Papers 2006.07311, arXiv.org, revised Jun 2021.
    10. Canen, Nathan & Ch, Rafael & Wantchekon, Leonard, 2023. "Political uncertainty and the forms of state capture," Journal of Development Economics, Elsevier, vol. 160(C).
    11. Gibson, John & Datt, Gaurav & Murgai, Rinku & Ravallion, Martin, 2017. "For India’s Rural Poor, Growing Towns Matter More Than Growing Cities," World Development, Elsevier, vol. 98(C), pages 413-429.
    12. Archibong, Belinda & Annan, Francis & Ekhator-Mobayode, Uche, 2023. "The epidemic effect: Epidemics, institutions and human capital development," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 549-566.
    13. Luis Eduardo Quintero & Paula Restrepo, 2018. "Market Access and the Concentration of Economic Activity in a System of Declining Cities," REGION, European Regional Science Association, vol. 5, pages 97-109.
    14. Remi Jedwab & Mr. Prakash Loungani & Anthony Yezer, 2019. "How Should We Measure City Size? Theory and Evidence Within and Across Rich and Poor Countries," IMF Working Papers 2019/203, International Monetary Fund.
    15. John Gibson & Susan Olivia & Geua Boe‐Gibson, 2020. "Night Lights In Economics: Sources And Uses," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 955-980, December.
    16. repec:lic:licosd:41920 is not listed on IDEAS
    17. Anja Garbely & Elias Steiner, 2023. "Understanding compliance with voluntary sustainability standards: a machine learning approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11209-11239, October.
    18. Brown, Martin & Guin, Benjamin & Kirschenmann, Karolin, 2013. "Microfinance Banks and Household Access to Finance," Working Papers on Finance 1302, University of St. Gallen, School of Finance.
    19. Fiorini, Matteo & Sanfilippo, Marco & Sundaram, Asha, 2021. "Trade liberalization, roads and firm productivity," Journal of Development Economics, Elsevier, vol. 153(C).
    20. Xiaohong He & Xi Chen, 2016. "Empirical Effects Of Entrepreneurship On Regional Development: A Chinese Local Perspective," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-14, March.
    21. Charlotta Mellander & José Lobo & Kevin Stolarick & Zara Matheson, 2015. "Night-Time Light Data: A Good Proxy Measure for Economic Activity?," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-18, October.

    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:gam:jsusta:v:14:y:2022:i:3:p:1604-:d:738214. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.