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Information × Registration Number 0224U002162, 0123U104212 , R & D reports Title Urban greenery monitoring as an element of sustainable development principles and green deal implementation popup.stage_title Head Belenok Vadym Yu., Кандидат фізико-математичних наук Registration Date 06-02-2024 Organization National Aviation University popup.description2  The object of the study - urban green zones of Kyiv and Kharkiv. Subject of the study - spectral reflective properties of urban green areas. The aim of the study is to analyze spatial and temporal changes in urban green areas and to establish their influence on the city climate based on the results of spectral decoding of remote sensing data. Research methods - machine learning methods, vegetation index apparatus, statistical analysis. Results and their novelty - the effectiveness of applying machine learning methods for mapping and analyzing changes in urban green zones on the basis of spectral decoding of multispectral optical, radar remote sensing data and on the basis of their combination was investigated. Classification and mapping of different types of land use and land cover was carried out. Modeling and quantitative assessment of urban heat island dynamics was performed. Thematic maps were created. As a result of these studies, an increase in the area of built-up areas by 70% and a decrease in the area of urban green areas by 52% over the study period was established. An increase in the average temperature value of surface urban heat islands by 54 % over the study period was recorded. Implementation of the project results – project’s results are research in applied science, its results are not of commercial nature, therefore, the standard way is discussion at specialized seminars, disclosure at scientific conferences and publication in journals indexed in scientometric databases. Product Description popup.authors Alpert Sofiia I. Hebryn-Baydi Liliya V. Zhelezniak Oles O. popup.nrat_date 2024-02-06 Close