Andrii Shelestov

79 papers C 28Misc 1Journal 26Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nataliia Kussul, Gregory Giuliani, Andrii Shelestov, Anton Cherniatevych, Sofiia Drozd, Andrii Kolotii, Yevhenii Salii, Oleksandr Yavorskyi, Volodymyr Malyniak, Mykola Lavrenyuk, Charlotte Poussin
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`	Delineate Anything Flow: Fast, Country-Level Field Boundary Detection from Any Source. CoRR Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Yevhenii Salii, Volodymyr Kuzin, Sergii Skakun, Zoltan Szantoi
2025	J	`jnl`	Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. CoRR Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Yevhenii Salii, Volodymyr Kuzin, Zoltan Szantoi
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
2025	—	`conf`	Integrating AI and Remote Sensing for Monitoring War-Impacted Agricultural Lands: Damage Assessment and Remediation Tracking. ProfIT AI Sofiia Drozd, Andrii Shelestov, 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`	Features' Selection for Forest State Classification using Machine Learning on Satellite Data. IGARSS Yevhenii Salii, Volodymyr Kuzin, Alla Lavreniuk, 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
2024	—	`conf`	Single-polarized SAR Image Preprocessing in Scope of Transfer Learning for Oil Spill Detection. IS Nataliia Kussul, Volodymyr Kuzin, Yevhenii Salii, Bohdan Yailymov, 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`	Mathematical Model for Determining the Geometric Location of the Environmental Pollutant Based on Sensor Data. IDAACS Vladyslav Khaidurov, Bohdan Yailymov, Andrii Shelestov
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	J	`jnl`	Discrete Atomic Transform-Based Lossy Compression of Three-Channel Remote Sensing Images with Quality Control. Remote. Sens. Viktor O. Makarichev, Irina V. Vasilyeva, Vladimir V. Lukin, Benoît Vozel, Andrii Shelestov, Nataliia Kussul
2022	—	`conf`	EO4UA Initiative: Scientific European Support of Ukrainian Scientific Community. DESSERT Volodymyr Kuzin, Jan Pawel Musial, Andrii Shelestov
2022	C	`conf`	Fire Danger Assessment Based on the Improved Fire Weather Index. IGARSS Nataliia Kussul, Bohdan Yailymov, Andrii Shelestov, Hanna Yailymova
2022	—	`conf`	High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. DESSERT Sergii Skakun, Christian Abys, Michael Oluwatosin Adegbenro, Inbal Becker-Reshef, Erik Duncan, Jaemin Eun, Joanne Hall, Abdul Qadir, Leonid Shumilo, Yiming Zhang, Nataliia Kussul, Andrii Shelestov, Alexander V. Prishchepov
2022	—	`conf`	OCRE project: consortium, main goals, approaches and opportunities. DESSERT Andrii Shelestov, Eduard Siemens
2022	C	`conf`	Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks. IGARSS Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo
2021	J	`jnl`	A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index. Remote. Sens. Mehdi Hosseini, Heather McNairn, Scott W. Mitchell, Laura Dingle Robertson, Andrew A. Davidson, Nima Ahmadian, Avik Bhattacharya, Erik Borg, Christopher Conrad, Katarzyna Dabrowska-Zielinska, Diego de Abelleyra, Radoslaw Gurdak, Vineet Kumar, Nataliia Kussul, Dipankar Mandal, Y. S. Rao, Nicanor Saliendra, Andrii Shelestov, Daniel Spengler, Santiago R. Verón, Saeid Homayouni, Inbal Becker-Reshef
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`	Remote Sensing Data usage for Smart City Greening Strategy Planning. EUROCON Leonid Shumilo, Andrii Shelestov, Bohdan Yailymov, Anton Brazhnyi, Yuliia Bilokonska
2021	—	`conf`	The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI. EUROCON Andrii Shelestov, Leonid Shumilo, Yuliia Bilokonska, Alla Lavreniuk
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	C	`conf`	Active Fire Monitoring Service for Ukraine Based on Satellite Data. IGARSS Leonid Shumilo, Bohdan Yailymov, Andrii Shelestov
2020	C	`conf`	Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps. IGARSS Andrii Shelestov, Nataliia Kussul, Bohdan Yailymov, Leonid Shumilo, Yuliia Bilokonska
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	J	`jnl`	Essential variables for air quality estimation. Int. J. Digit. Earth Andrii Shelestov, Andrii Kolotii, Tatiana Borisova, Olena Turos, Gennadi Milinevsky, Igor Gomilko, Tatyana Bulanay, Oleg Fedorov, Leonid Shumilo, Liudmyla Pidgorodetska, Liudmyla Kolos, Arsenii Borysov, Natalia Pozdnyakova, Alexander Yu. Chunikhin, Marina Dudarenko, Arina Petrosian, Vassyl Danylevsky, Natalia Miatselskaya, Vasyl Choliy
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
2019	—	`conf`	Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project. DESSERT Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev
2019	—	`conf`	Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data. DESSERT Leonid Shumilo, Nataliia Kussul, Andrii Shelestov, Yuliia Korsunska, Bohdan Yailymov
2018	C	`conf`	Air Quality Monitoring in Urban Areas Using in-Situ and Satellite Data Within Era-Planet Project. IGARSS Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, Kyrylo Medyanovskyi, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko
2018	C	`conf`	Object-Based Postprocessing Method for Crop Classification MAPS. IGARSS Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw
2017	C	`conf`	Cropland productivity assessment for Ukraine based on time series of optical satellite images. IGARSS Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
2017	J	`jnl`	Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
2017	—	`conf`	Land degradation estimation from global and national satellite based datasets within UN program. IDAACS Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk
2017	C	`conf`	Large scale crop classification using Google earth engine platform. IGARSS Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun
2017	C	`conf`	Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps. IGARSS Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz
2017	C	`conf`	Speckle reducing for Sentinel-1 SAR data. IGARSS Sergey K. Abramov, Oleksii S. Rubel, Vladimir V. Lukin, Ruslan A. Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk
2016	C	`conf`	Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers. IGARSS Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Bohdan Yailymov
2016	C	`conf`	Deep learning approach for large scale land cover mapping based on remote sensing data fusion. IGARSS Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun
2016	J	`jnl`	Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul
2016	J	`jnl`	Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov
2016	C	`conf`	Validation methods for regional retrospective high resolution land cover for Ukraine. IGARSS Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi
2015	Misc	`conf`	Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems. ICTERI Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk
2015	C	`conf`	Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine. IGARSS Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky
2015	C	`conf`	Regional retrospective high resolution land cover for Ukraine: Methodology and results. IGARSS Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov
2014	J	`jnl`	Efficiency assessment of using satellite data for crop area estimation in Ukraine. Int. J. Appl. Earth Obs. Geoinformation Francisco Javier Gallego, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Olga Kussul
2014	C	`conf`	Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine. IGARSS Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Tamara Oliynuk
2014	C	`conf`	Quantitative estimation of drought risk in Ukraine using satellite data. IGARSS Sergii Skakun, Nataliia Kussul, Olga Kussul, Andrii Shelestov
2014	J	`jnl`	Resilience Aspects in the Sensor Web Infrastructure for Natural Disaster Monitoring and Risk Assessment Based on Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul, Bohdan Yailymov
2014	J	`jnl`	Service-oriented infrastructure for flood mapping using optical and SAR satellite data. Int. J. Digit. Earth Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul, J. Xie
2014	C	`conf`	The use of satellite SAR imagery to crop classification in Ukraine within JECAM project. IGARSS Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul
2013	C	`conf`	Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine. IGARSS Olga Kussul, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Andrii Kolotii
2013	C	`conf`	Sensor Web approach to flood monitoring and risk assessment. IGARSS Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul
2013	J	`jnl`	Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models. Int. J. Appl. Earth Obs. Geoinformation Felix N. Kogan, Nataliia Kussul, Tatiana Adamenko, Sergii Skakun, Oleksii M. Kravchenko, Oleksii Kryvobok, Andrii Shelestov, Andrii Kolotii, Olga Kussul, Alla Lavrenyuk
2012	C	`conf`	Crop area estimation in Ukraine using satellite data within the MARS project. IGARSS Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Oleksii M. Kravchenko, Francisco Javier Gallego, Olga Kussul
2012	J	`jnl`	Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nataliia Kussul, Dan Mandl, Karen Moe, Jan-Peter Mund, Joachim Post, Andrii Shelestov, Sergii Skakun, Jörg Szarzynski, Guido Van Langenhove, Matthew Handy
2012	J	`jnl`	The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul
2011	—	`ch.`	Grid Technologies for Satellite Data Processing and Management Within International Disaster Monitoring Projects. Grid and Cloud Database Management Nataliia Kussul, Andrii Shelestov, Sergii Skakun
2010	J	`jnl`	The Data Fusion Grid Infrastructure: Project Objectives and Achievements. Comput. Informatics Ladislav Hluchý, Nataliia Kussul, Andrii Shelestov, Serhiy Skakun, Oleksii M. Kravchenko, Yulia Gripich, Paul Kopp, Evgeny Lupian
2009	J	`jnl`	Grid and sensor web technologies for environmental monitoring. Earth Sci. Informatics Nataliia Kussul, Andrii Shelestov, Serhiy Skakun
2008	J	`jnl`	Grid system for flood extent extraction from satellite images. Earth Sci. Informatics Nataliia Kussul, Andrii Shelestov, Serhiy Skakun
2008	J	`jnl`	Web service for biodiversity estimation using remote sensing data. Int. J. Digit. Earth Mikhail Popov, Nataliia Kussul, Sergey A. Stankevich, Anna A. Kozlova, Andrii Shelestov, Oleksii M. Kravchenko, Mykhailo B. Korbakov, Serhiy Skakun
2006	J	`jnl`	An Agent Approach for Providing Security in Distributed Systems. Int. J. Comput. Nataliya Kussul, Andrii Shelestov, Serhiy Skakun
2003	J	`jnl`	Intelligent Multi-Agent Information Security System. Int. J. Comput. Nataliia Kussul, Andrii Shelestov, Anton V. Sidorenko, Serhiy Skakun, Volodymyr I. Pasechnyk