Hanna Yailymova

27 papers C 7Journal 5Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Assessment of war-induced agricultural land use changes in Ukraine using machine learning applied to Sentinel satellite data. Int. J. Appl. Earth Obs. Geoinformation Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Guido Lemoine, Klaus Deininger
2025	J	`jnl`	Flooded and Irrigation Area Monitoring After the Kakhovka Dam Disaster Based on Machine Learning and Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bohdan Yailymov, Hanna Yailymova, Andrii Kolotii, Andrii Shelestov, Sergii Skakun, Sheila Baber, Inbal Becker-Reshef, Nataliia Kussul
2024	C	`conf`	A Multimodal Dataset for Forest Damage Detection and Machine Learning. IGARSS Hanna Yailymova, Bohdan Yailymov, Yevhenii Salii, Volodymyr Kuzin, Nataliia Kussul, Andrii Shelestov
2024	C	`conf`	Flooded Areas' Monitoring Under the Kakhovka Dam Based on Machine Learning and Satellite Data. IGARSS Bohdan Yailymov, Hanna Yailymova, Nataliia Kussul, Andrii Shelestov
2024	—	`conf`	Semi-Supervised European Forest Types Mapping using High-Fidelity Satellite Data. ProfIT AI Bohdan Yailymov, Hanna Yailymova, Nataliia Kussul, Andrii Shelestov
2023	—	`conf`	Air Quality as Proxy for Assesment of Economic Activity. EUROCON Hanna Yailymova, Andrii Kolotii, Nataliia Kussul, Andrii Shelestov
2023	J	`jnl`	Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning. Int. J. Appl. Earth Obs. Geoinformation Nataliia Kussul, Sofiia Drozd, Hanna Yailymova, Andrii Shelestov, Guido Lemoine, Klaus Deininger
2023	—	`conf`	Geospatial Analysis of Life Quality in Ukrainian Rural Areas. DESSERT Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov
2023	C	`conf`	Geospatial Monitoring of Sustainable and Degraded Agricultural Land. IGARSS Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov, Leonid Shumilo
2023	—	`conf`	Machine Learning Models and Technology for Classification of Forest on Satellite Data. EUROCON Yevhenii Salii, Volodymyr Kuzin, Anton Hohol, Nataliia Kussul, Hanna Yailymova
2023	—	`conf`	Monitoring of Fires Caused by War in Ukraine Based on Satellite Data. DESSERT Bohdan Yailymov, Hanna Yailymova, Andrii Shelestov, Leonid Shumilo
2023	—	`conf`	Semi-Supervised Forest Type Mapping in Europe on Satellite Data. IDAACS Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova
2022	C	`conf`	Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data. IGARSS Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Leonid Shumilo, Sophia Drozd
2022	—	`conf`	Analysis of Cultivated Areas in Ukraine During the War. DESSERT Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova
2022	—	`conf`	Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data. DESSERT Nataliia Kussul, Hanna Yailymova, Sophia Drozd
2022	C	`conf`	Fire Danger Assessment Based on the Improved Fire Weather Index. IGARSS Nataliia Kussul, Bohdan Yailymov, Andrii Shelestov, Hanna Yailymova
2021	J	`jnl`	Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment. Remote. Sens. Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul
2021	C	`conf`	Extension of Copernicus Urban Atlas to Non-European Countries. IGARSS Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk
2021	—	`conf`	Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv. EUROCON Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Oleg Samoilenko, Leonid Shumilo
2021	—	`conf`	Intellectual Analysis of Major Crops Area due to Climate Changes in Ukraine. EUROCON Mikhail Emelyanov, Hanna Yailymova, Andrii Shelestov, Bohdan Yailymov
2021	—	`conf`	The Wetland Map Validation for Ukraine. IDAACS Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Artem Chyrkov
2021	—	`conf`	Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine. IDAACS Nataliia Kussul, Hanna Yailymova, Sophia Drozd, Andrii Shelestov
2020	J	`jnl`	Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. IEEE Trans. Big Data Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova
2020	—	`conf`	Crop monitoring technology based on time series of satellite imagery. DESSERT Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska
2020	—	`conf`	Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic. IDAACS-SWS Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo, Mykola Lavreniuk
2020	C	`conf`	Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project. IGARSS Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko
2017	—	`conf`	Models and Methods in Creative Computing: Diversity and Type-Variety Principle in Development of Innovation Solutions. ISPAN-FCST-ISCC Hanna Yailymova, Hongji Yang, Volodymyr Zaslavskyi