Education:
- Taras Shevchenko National University of Kyiv (2010-2020)
- Bath Spa University (2017)
- Doctor of Philosophy in 113 “Applied Mathematics”: Taras Shevchenko National University of Kyiv (2021)
Career:
- since 2021 – present – NTUU “Igor Sikorsky Kyiv Polytechnic Institute”
- since 2020 – present – Space Research Institute NASU-SSAU, Department of Space Information Technologies and Systems, researcher
- 2017-2020 – EOS Data Analytics, Scientist
- 2016-2017 – Space Research Institute NASU-SSAU, Department of Space Information Technologies and Systems, junior researcher
- 2015-2016 – Space Research Institute NASU-SSAU, Department of Space Information Technologies and Systems, 1st category engineer
The following disciplines are currently being taught:
- Mathematical modeling
- Decision-making models and methods
Scientific interests:
- Methods of satellite data processing
- Methods of machine learning
- Information technologies of satellite monitoring
- Geospatial analysis
Main publications in recent years:
- N. Kussul, A. Shelestov, M. Lavreniuk, B. Yailymov, A. Kolotii, H. Yailymova, S. Skakun, L. Shumilo, Y. Bilokonska (2021). SDG indicator 11.3.1 within HORIZON-2020 SMURBS. Space research in Ukraine. pp. 91-95.
- Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo and Mykola Lavreniuk (2020). Losses assessment for winter crops based on satellite data and fuzzy logic. IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS). pp. 1-5.
- Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko (2020). Satellite agricultural monitoring in Ukraine at Country level: World bank project. IGARSS 2020 – 2020 IEEE International Geoscience and Remote Sensing Symposium. – Waikoloa, HI, USA. pp. 1050-1053.
- А.Ю. Шелестов, Б.Я. Яйлимов, Г.О. Яйлимова, Ю.В. Білоконська, О.В. Нів’євський (2020). Супутниковий моніторинг посівів по Україні. Журнал «Космічна наука і технологія». – 2020. – Том 26, 6 (127). – С. 27-37.
- Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo and Yuliia Bilokonska (2020). Crop monitoring technology based on time series of satellite imagery. IEEE 11th International Conference on Dependable Systems, Services and Technologies. pp. 346-350.
- Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova (2020). Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. IEEE Transactions on Big Data. Vol. 6, No. 3. – pp. 572-582 – DOI: 10.1109/TBDATA.2019.2940237
- Н.М. Куссуль, А.Ю. Шелестов, Б.Я. Яйлимов, Л.Л. Шуміло, Г.О. Яйлимова, М.С. Лавренюк, Л.М. Колос, Л.В. Підгородецька, Ю.В. Білоконська (2019). Urban Atlas для міст України на основі супутникових даних високого розрізнення. Журнал «Космічна наука і технологія». T. 25, Vol. 6, No. 121. – pp. 51-60.