Sustainable Development Goal 2.4.1 for Ukraine Based on Geospatial Data

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dc.contributor.authorYailymova, Hanna
dc.contributor.authorYailymov, Bohdan
dc.contributor.authorMazur, Yevhen
dc.contributor.authorKussul, Nataliia
dc.contributor.authorShelestov, Andrii
dc.date.accessioned2023-11-06T09:38:43Z
dc.date.available2023-11-06T09:38:43Z
dc.date.issued2023
dc.description.abstractIn this work, the indicator of sustainable development goal (SDG) 2.4.1 for Ukraine is calculated based on geospatial and satellite data. The generally accepted technology for calculating the given indicator cannot be applied for the territory of Ukraine due to the lack of systematic collection of the necessary indicators. Therefore, the authors have developed the complex method for land degradation estimation that uses different schemes for separate land cover and crop types at the country level based on satellite and modeling data using WOFOST model. The paper describes the sources of information used to create crop type classification maps and the data required for leaf area index (LAI) modeling for the WOFOST model. Calculated indicators from 2018 to 2022 for each of the regions of Ukraine. In 2022, the decrease of the indicator is monitored in almost all regions of Ukraine, which is a direct result of military actions on the territory of Ukraine.uk
dc.format.pagerangePp. 67-73uk
dc.identifier.citationSustainable Development Goal 2.4.1 for Ukraine Based on Geospatial Data / Hanna Yailymova, Bohdan Yailymov, Yevhen Mazur, Nataliia Kussul and Andrii Shelestov // Proceedings of International Conference on Applied Innovation in IT, 2023. – pp. 67–73. – Bibliogr.: 21 ref.uk
dc.identifier.doihttps://doi.org/10.25673/101915
dc.identifier.urihttps://ela.kpi.ua/handle/123456789/62023
dc.language.isoenuk
dc.relation.ispartofProceedings of the 11th International Conference on Applied Innovations in IT, (ICAIIT)uk
dc.subjectGeospatial Data Analysisuk
dc.subjectMachine Learninguk
dc.subjectLand Degradationuk
dc.subjectRemote Sensinguk
dc.subjectLand Coveruk
dc.subjectSDG 2.4.1uk
dc.titleSustainable Development Goal 2.4.1 for Ukraine Based on Geospatial Datauk
dc.typeArticleuk

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