IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i10p1810-d943590.html
   My bibliography  Save this article

Spatiotemporal Analysis and War Impact Assessment of Agricultural Land in Ukraine Using RS and GIS Technology

Author

Listed:
  • Yue Ma

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
    School of Geomatics and Prospecting Engineering, Jilin Jianzhu University, Changchun 130118, China)

  • Dongmei Lyu

    (School of Electrical and Computer Engineering, Jilin Jianzhu University, Changchun 130118, China)

  • Kenan Sun

    (School of Geomatics and Prospecting Engineering, Jilin Jianzhu University, Changchun 130118, China)

  • Sijia Li

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China)

  • Bingxue Zhu

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China)

  • Ruixue Zhao

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
    School of Geomatics and Prospecting Engineering, Jilin Jianzhu University, Changchun 130118, China)

  • Miao Zheng

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
    College of Tourism and Geographical Science, Jilin Normal University, Siping 136000, China)

  • Kaishan Song

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China)

Abstract

Military conflicts are one of the inevitable factors that can cause countries to suffer from food insecurity due to reduced agricultural productivity, increased food prices, and the deterioration of agricultural land and infrastructure. Farmland may become fallowed and abandoned as a result of reduced investment in agricultural management caused by military conflicts. To rapidly assess the impact of conflicts on agricultural land and food security, the utilization of effective and feasible methods for the regular monitoring agricultural management status is necessary. To achieve this goal, we developed a framework for analyzing the spatiotemporal distribution of agricultural land and assessing the impact of the Ukraine–Russia war on agricultural management in Ukraine using remote sensing (RS) and geographic information system (GIS) technology. The random forest (RF) classifier, gap filling and Savitzky–Golay filtering (GF-SG) method, fallow-land algorithm based on neighborhood and temporal anomalies (FANTA) algorithm, and kernel density method were jointly used to classify and reveal the spatiotemporal distribution of fallowed and abandoned croplands from 2018 to 2022 based on Landsat time series data on the Google Earth Engine (GEE) platform. The results demonstrated that fallowed and abandoned croplands could be successfully and effectively identified through these proven methods. Hotspots of fallowed croplands frequently occurred in eastern Ukraine, and long-term consecutive fallow agricultural management caused cropland abandonment. Moreover, hotspots of war-driven fallowed croplands were found in western Kherson and the center of Luhansk, where the war has been escalated for a long time. This reveals that the war has had a significant negative impact on agricultural management and development. These results highlight the potential of developing an accessible methodological framework for conducting regular assessments to monitor the impact of military conflicts on food security and agricultural management.

Suggested Citation

  • Yue Ma & Dongmei Lyu & Kenan Sun & Sijia Li & Bingxue Zhu & Ruixue Zhao & Miao Zheng & Kaishan Song, 2022. "Spatiotemporal Analysis and War Impact Assessment of Agricultural Land in Ukraine Using RS and GIS Technology," Land, MDPI, vol. 11(10), pages 1-18, October.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:10:p:1810-:d:943590
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/10/1810/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/10/1810/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Per Pinstrup-Andersen, 2009. "Food security: definition and measurement," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 1(1), pages 5-7, February.
    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. Mohammad Fazle Rabbi & Tarek Ben Hassen & Hamid El Bilali & Dele Raheem & António Raposo, 2023. "Food Security Challenges in Europe in the Context of the Prolonged Russian–Ukrainian Conflict," Sustainability, MDPI, vol. 15(6), pages 1-20, March.

    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. Tambo, Justice A. & Wünscher, Tobias, 2016. "Beyond adoption: welfare effects of farmer innovation behavior in Ghana," Discussion Papers 235297, University of Bonn, Center for Development Research (ZEF).
    2. Ishak Norziha & Abdullah Rosazlin & Rosli Noor Sharina Mohd & Majid Hazreenbdul & Halim Nur Sa’adah Abdul & Ariffin Fazilah, 2022. "Challenges of Urban Garden Initiatives for Food Security in Kuala Lumpur, Malaysia," Quaestiones Geographicae, Sciendo, vol. 41(4), pages 57-72, December.
    3. Manyong, Victor & Bokanga, Mpoko & Akonkwa Nyamuhirwa, Dieu-Merci & Bamba, Zoumana & Adeoti, Razack & Mwepu, Gregoire & Cole, Steven M. & Dontsop Nguezet, Paul Martin, 2022. "COVID-19 outbreak and rural household food security in the Western Democratic Republic of the Congo," World Development Perspectives, Elsevier, vol. 28(C).
    4. Yi Gu & Jinyu Sun & Jianming Cai & Yanwen Xie & Jiahao Guo, 2024. "Urban Planning Perspective on Food Resilience Assessment and Practice in the Zhengzhou Metropolitan Area, China," Land, MDPI, vol. 13(10), pages 1-27, October.
    5. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.
    6. Hanna Dudek & Joanna Myszkowska-Ryciak & Agnieszka Wojewódzka-Wiewiórska, 2021. "Profiles of Food Insecurity: Similarities and Differences across Selected CEE Countries," Energies, MDPI, vol. 14(16), pages 1-19, August.
    7. Stevens, Andrew W., 2017. "Quinoa quandary: Cultural tastes and nutrition in Peru," Food Policy, Elsevier, vol. 71(C), pages 132-142.
    8. Munir Ahmed & Ghulam Mustafa & Muhammad Iqbal, 2016. "Impact of Farm Households’ Adaptations to Climate Change on Food Security: Evidence from Different Agro-ecologies of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 561-588.
    9. Gitonga, Zachary M. & De Groote, Hugo & Kassie, Menale & Tefera, Tadele, 2013. "Impact of metal silos on households’ maize storage, storage losses and food security: An application of a propensity score matching," Food Policy, Elsevier, vol. 43(C), pages 44-55.
    10. Olutumise, A. I. & Abiodun, T. C. & Ekundayo, B. P., 2021. "Diversification Of Livelihood And Food Security Nexus Among Rural Households In Ondo State, Nigeria," Journal of Rural Economics and Development, University of Ibadan, Department of Agricultural Economics, vol. 23(1), September.
    11. Ahmad, Munir & Iqbal, Muhammad & Farooq, Umar, 2015. "Food Security and its Constraining Factors in South Asia: Challenges and Opportunities," MPRA Paper 72868, University Library of Munich, Germany.
    12. Benita Y. Tam & Leanne Findlay & Dafna Kohen, 2014. "Social Networks as a Coping Strategy for Food Insecurity and Hunger for Young Aboriginal and Canadian Children," Societies, MDPI, vol. 4(3), pages 1-14, September.
    13. Saint Ville, Arlette S. & Hickey, Gordon M. & Phillip, Leroy E., 2017. "How do stakeholder interactions influence national food security policy in the Caribbean? The case of Saint Lucia," Food Policy, Elsevier, vol. 68(C), pages 53-64.
    14. Patricia A. Henríquez-Piskulich & Constanza Schapheer & Nicolas J. Vereecken & Cristian Villagra, 2021. "Agroecological Strategies to Safeguard Insect Pollinators in Biodiversity Hotspots: Chile as a Case Study," Sustainability, MDPI, vol. 13(12), pages 1-31, June.
    15. Elena Briones Alonso & Lara Cockx & Jo Swinnen, 2017. "Culture and food security," Working Papers of Department of Economics, Leuven 591898, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    16. Julius Juma Okello & Yuan Zhou & Norman Kwikiriza & Sylvester Ochieng Ogutu & Ian Barker & Elmar Schulte-Geldermann & Elly Atieno & Justin Taj Ahmed, 2016. "Determinants of the Use of Certified Seed Potato among Smallholder Farmers: The Case of Potato Growers in Central and Eastern Kenya," Agriculture, MDPI, vol. 6(4), pages 1-12, October.
    17. Liu, Yansui & Zhou, Yang, 2021. "Reflections on China's food security and land use policy under rapid urbanization," Land Use Policy, Elsevier, vol. 109(C).
    18. Marenya, P. & Kassie, M. & Teklewold, H. & Erenstein, O. & Qaim, M. & Rahut, D., 2018. "Does the adoption of maize-legume cropping diversification and modern seeds affect nutritional security in Ethiopia? Evidence from panel data analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277170, International Association of Agricultural Economists.
    19. Haroon Sseguya & Robert E. Mazur & Cornelia B. Flora, 2018. "Social capital dimensions in household food security interventions: implications for rural Uganda," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(1), pages 117-129, March.
    20. Yong-Cong YANG & Pu-Yan NIE, 2016. "Asymmetric competition in food industry with product substitutability," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 62(7), pages 324-333.

    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:jlands:v:11:y:2022:i:10:p:1810-:d:943590. 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.