Intelligent Multi-Agent Information Security System. - Nataliia Kussul; Andrii Shelestov; Anton V. Sidorenko; Serhiy Skakun; Volodymyr I. Pasechnyk (Int. J. Comput., 2003)

An Agent Approach for Providing Security in Distributed Systems. - Nataliya Kussul; Andrii Shelestov; Serhiy Skakun (Int. J. Comput., 2006)

Web service for biodiversity estimation using remote sensing data. - Mikhail Popov; Nataliia Kussul; Sergey A. Stankevich; Anna A. Kozlova; Andrii Shelestov; Oleksii M. Kravchenko; Mykhailo B. Korbakov; Serhiy Skakun (Int. J. Digit. Earth, 2008)

Grid system for flood extent extraction from satellite images. - Nataliia Kussul; Andrii Shelestov; Serhiy Skakun (Earth Sci. Informatics, 2008)

Grid and sensor web technologies for environmental monitoring. - Nataliia Kussul; Andrii Shelestov; Serhiy Skakun (Earth Sci. Informatics, 2009)

The Data Fusion Grid Infrastructure: Project Objectives and Achievements. - Ladislav Hluchý; Nataliia Kussul; Andrii Shelestov; Serhiy Skakun; Oleksii M. Kravchenko; Yulia Gripich; Paul Kopp; Evgeny Lupian (Comput. Informatics, 2010)

Grid Technologies for Satellite Data Processing and Management Within International Disaster Monitoring Projects. - Nataliia Kussul; Andrii Shelestov; Sergii Skakun (Grid and Cloud Database Management, 2011)

Crop area estimation in Ukraine using satellite data within the MARS project. - Nataliia Kussul; Sergii Skakun; Andrii Shelestov; Oleksii M. Kravchenko; Francisco Javier Gallego; Olga Kussul (IGARSS, 2012)

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud. - Nataliia Kussul; Dan Mandl; Karen Moe; Jan-Peter Mund; Joachim Post; Andrii Shelestov; Sergii Skakun; Jörg Szarzynski; Guido Van Langenhove; Matthew Handy (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data. - Nataliia Kussul; Andrii Shelestov; Sergii Skakun; Guoqing Li; Olga Kussul (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine. - Olga Kussul; Nataliia Kussul; Sergii Skakun; Oleksii M. Kravchenko; Andrii Shelestov; Andrii Kolotii (IGARSS, 2013)

Sensor Web approach to flood monitoring and risk assessment. - Nataliia Kussul; Sergii Skakun; Andrii Shelestov; Olga Kussul (IGARSS, 2013)

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models. - Felix N. Kogan; Nataliia Kussul; Tatiana Adamenko; Sergii Skakun; Oleksii M. Kravchenko; Oleksii Kryvobok; Andrii Shelestov; Andrii Kolotii; Olga Kussul; Alla Lavrenyuk (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine. - Nataliia Kussul; Andrii Kolotii; Sergii Skakun; Andrii Shelestov; Olga Kussul; Tamara Oliynuk (IGARSS, 2014)

The use of satellite SAR imagery to crop classification in Ukraine within JECAM project. - Nataliia Kussul; Sergii Skakun; Andrii Shelestov; Olga Kussul (IGARSS, 2014)

Quantitative estimation of drought risk in Ukraine using satellite data. - Sergii Skakun; Nataliia Kussul; Olga Kussul; Andrii Shelestov (IGARSS, 2014)

Efficiency assessment of using satellite data for crop area estimation in Ukraine. - Francisco Javier Gallego; Nataliia Kussul; Sergii Skakun; Oleksii M. Kravchenko; Andrii Shelestov; Olga Kussul (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Service-oriented infrastructure for flood mapping using optical and SAR satellite data. - Nataliia Kussul; Andrii Shelestov; Sergii Skakun; Guoqing Li; Olga Kussul; J. Xie (Int. J. Digit. Earth, 2014)

Resilience Aspects in the Sensor Web Infrastructure for Natural Disaster Monitoring and Risk Assessment Based on Earth Observation Data. - Nataliia Kussul; Sergii Skakun; Andrii Shelestov; Olga Kussul; Bohdan Yailymov (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems. - Nataliia Kussul; Andrii Shelestov; Ruslan Basarab; Sergii Skakun; Olga Kussul; Mykola Lavrenyuk (ICTERI, 2015)

Regional retrospective high resolution land cover for Ukraine: Methodology and results. - Mykola Lavreniuk; Nataliia Kussul; Sergii Skakun; Andrii Shelestov; Bohdan Yailymov (IGARSS, 2015)

Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine. - Andrii Shelestov; Andrii Kolotii; Fernando Camacho; Sergii Skakun; Olga Kussul; Mykola Lavreniuk; Oleksandr Kostetsky (IGARSS, 2015)

Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers. - Nataliia Kussul; Mykola Lavreniuk; Andrii Shelestov; Bohdan Yailymov (IGARSS, 2016)

Deep learning approach for large scale land cover mapping based on remote sensing data fusion. - Nataliia Kussul; Andrii Shelestov; Mykola Lavreniuk; Igor Butko; Sergii Skakun (IGARSS, 2016)

Validation methods for regional retrospective high resolution land cover for Ukraine. - Mykola Lavreniuk; Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Tamara Oliinyk; Alexander Kosteckyi (IGARSS, 2016)

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data. - Nataliia Kussul; Guido Lemoine; Francisco Javier Gallego; Sergii Skakun; Mykola Lavreniuk; Andrii Shelestov (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine. - Sergii Skakun; Nataliia Kussul; Andrii Shelestov; Mykola Lavreniuk; Olga Kussul (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Land degradation estimation from global and national satellite based datasets within UN program. - Nataliia Kussul; Andrii Kolotii; Andrii Shelestov; Bohdan Yailymov; Mykola Lavreniuk (IDAACS, 2017)

Speckle reducing for Sentinel-1 SAR data. - Sergey K. Abramov; Oleksii S. Rubel; Vladimir V. Lukin; Ruslan A. Kozhemiakin; Nataliia Kussul; Andrii Shelestov; Mykola Lavreniuk (IGARSS, 2017)

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps. - Nataliia Kussul; Andrii Kolotii; Andrii Shelestov; Mykola Lavreniuk; Nicolas Bellemans; Sophie Bontemps; Pierre Defourny; Benjamin Koetz (IGARSS, 2017)

Cropland productivity assessment for Ukraine based on time series of optical satellite images. - Nataliia Kussul; Mykola Lavreniuk; Sergii Skakun; Andrii Shelestov (IGARSS, 2017)

Large scale crop classification using Google earth engine platform. - Andrii Shelestov; Mykola Lavreniuk; Nataliia Kussul; Alexei Novikov; Sergii Skakun (IGARSS, 2017)

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data. - Nataliia Kussul; Mykola Lavreniuk; Sergii Skakun; Andrii Shelestov (IEEE Geosci. Remote. Sens. Lett., 2017)

Object-Based Postprocessing Method for Crop Classification MAPS. - Mykola Lavreniuk; Nataliia Kussul; Andrii Shelestov; Olena Dubovyk; Fabian Löw (IGARSS, 2018)

Air Quality Monitoring in Urban Areas Using in-Situ and Satellite Data Within Era-Planet Project. - Andrii Shelestov; Andrii Kolotii; Mykola Lavreniuk; Kyrylo Medyanovskyi; Vladimir Vasiliev; Tatyana Bulanaya; Igor Gomilko (IGARSS, 2018)

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project. - Nataliia Kussul; Andrii Shelestov; Mykola Lavreniuk; Andrii Kolotii; Vladimir Vasiliev (DESSERT, 2019)

Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data. - Leonid Shumilo; Nataliia Kussul; Andrii Shelestov; Yuliia Korsunska; Bohdan Yailymov (DESSERT, 2019)

Crop monitoring technology based on time series of satellite imagery. - Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Hanna Yailymova; Mykola Lavreniuk; Leonid Shumilo; Yuliia Bilokonska (DESSERT, 2020)

Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic. - Yuliia Bilokonska; Hanna Yailymova; Bohdan Yailymov; Andrii Shelestov; Leonid Shumilo; Mykola Lavreniuk (IDAACS-SWS, 2020)

Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project. - Nataliia Kussul; Andrii Shelestov; Hanna Yailymova; Bohdan Yailymov; Mykola Lavreniuk; Matviy Ilyashenko (IGARSS, 2020)

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps. - Andrii Shelestov; Nataliia Kussul; Bohdan Yailymov; Leonid Shumilo; Yuliia Bilokonska (IGARSS, 2020)

Active Fire Monitoring Service for Ukraine Based on Satellite Data. - Leonid Shumilo; Bohdan Yailymov; Andrii Shelestov (IGARSS, 2020)

Essential variables for air quality estimation. - Andrii Shelestov; Andrii Kolotii; Tatiana Borisova; Olena Turos; Gennadi Milinevsky; Igor Gomilko; Tatyana Bulanay; Oleg Fedorov; Leonid Shumilo; Liudmyla Pidgorodetska; Liudmyla Kolos; Arsenii Borysov; et al. (Int. J. Digit. Earth, 2020)

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. - Andrii Shelestov; Mykola Lavreniuk; Vladimir Vasiliev; Leonid Shumilo; Andrii Kolotii; Bohdan Yailymov; Nataliia Kussul; Hanna Yailymova (IEEE Trans. Big Data, 2020)

Intellectual Analysis of Major Crops Area due to Climate Changes in Ukraine. - Mikhail Emelyanov; Hanna Yailymova; Andrii Shelestov; Bohdan Yailymov (EUROCON, 2021)

The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI. - Andrii Shelestov; Leonid Shumilo; Yuliia Bilokonska; Alla Lavreniuk (EUROCON, 2021)

Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv. - Andrii Shelestov; Hanna Yailymova; Bohdan Yailymov; Oleg Samoilenko; Leonid Shumilo (EUROCON, 2021)

Remote Sensing Data usage for Smart City Greening Strategy Planning. - Leonid Shumilo; Andrii Shelestov; Bohdan Yailymov; Anton Brazhnyi; Yuliia Bilokonska (EUROCON, 2021)

Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine. - Nataliia Kussul; Hanna Yailymova; Sophia Drozd; Andrii Shelestov (IDAACS, 2021)

The Wetland Map Validation for Ukraine. - Andrii Shelestov; Hanna Yailymova; Bohdan Yailymov; Artem Chyrkov (IDAACS, 2021)

Extension of Copernicus Urban Atlas to Non-European Countries. - Andrii Shelestov; Hanna Yailymova; Bohdan Yailymov; Leonid Shumilo; Mykola Lavreniuk (IGARSS, 2021)

A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index. - 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; et al. (Remote. Sens., 2021)

Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment. - Andrii Shelestov; Hanna Yailymova; Bohdan Yailymov; Nataliia Kussul (Remote. Sens., 2021)

Analysis of Cultivated Areas in Ukraine During the War. - Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Hanna Yailymova (DESSERT, 2022)

EO4UA Initiative: Scientific European Support of Ukrainian Scientific Community. - Volodymyr Kuzin; Jan Pawel Musial; Andrii Shelestov (DESSERT, 2022)

OCRE project: consortium, main goals, approaches and opportunities. - Andrii Shelestov; Eduard Siemens (DESSERT, 2022)

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. - Sergii Skakun; Christian Abys; Michael Oluwatosin Adegbenro; Inbal Becker-Reshef; Erik Duncan; Jaemin Eun; Joanne Hall; Abdul Qadir; Leonid Shumilo; Yiming Zhang 027; Nataliia Kussul; Andrii Shelestov; et al. (DESSERT, 2022)

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data. - Nataliia Kussul; Andrii Shelestov; Hanna Yailymova; Leonid Shumilo; Sophia Drozd (IGARSS, 2022)

Fire Danger Assessment Based on the Improved Fire Weather Index. - Nataliia Kussul; Bohdan Yailymov; Andrii Shelestov; Hanna Yailymova (IGARSS, 2022)

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks. - Mykola Lavreniuk; Nataliia Kussul; Andrii Shelestov; Alla Lavrenyuk; Leonid Shumilo (IGARSS, 2022)

Discrete Atomic Transform-Based Lossy Compression of Three-Channel Remote Sensing Images with Quality Control. - Viktor O. Makarichev; Irina V. Vasilyeva; Vladimir V. Lukin; Benoît Vozel; Andrii Shelestov; Nataliia Kussul (Remote. Sens., 2022)

Monitoring of Fires Caused by War in Ukraine Based on Satellite Data. - Bohdan Yailymov; Hanna Yailymova; Andrii Shelestov; Leonid Shumilo (DESSERT, 2023)

Geospatial Analysis of Life Quality in Ukrainian Rural Areas. - Hanna Yailymova; Bohdan Yailymov; Nataliia Kussul; Andrii Shelestov (DESSERT, 2023)

Air Quality as Proxy for Assesment of Economic Activity. - Hanna Yailymova; Andrii Kolotii; Nataliia Kussul; Andrii Shelestov (EUROCON, 2023)

Mathematical Model for Determining the Geometric Location of the Environmental Pollutant Based on Sensor Data. - Vladyslav Khaidurov; Bohdan Yailymov; Andrii Shelestov (IDAACS, 2023)

Semi-Supervised Forest Type Mapping in Europe on Satellite Data. - Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Hanna Yailymova (IDAACS, 2023)

Geospatial Monitoring of Sustainable and Degraded Agricultural Land. - Hanna Yailymova; Bohdan Yailymov; Nataliia Kussul; Andrii Shelestov; Leonid Shumilo (IGARSS, 2023)

Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning. - Nataliia Kussul; Sofiia Drozd; Hanna Yailymova; Andrii Shelestov; Guido Lemoine; Klaus Deininger (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Features' Selection for Forest State Classification using Machine Learning on Satellite Data. - Yevhenii Salii; Volodymyr Kuzin; Alla Lavreniuk; Nataliia Kussul; Andrii Shelestov (IGARSS, 2024)

Flooded Areas' Monitoring Under the Kakhovka Dam Based on Machine Learning and Satellite Data. - Bohdan Yailymov; Hanna Yailymova; Nataliia Kussul; Andrii Shelestov (IGARSS, 2024)

A Multimodal Dataset for Forest Damage Detection and Machine Learning. - Hanna Yailymova; Bohdan Yailymov; Yevhenii Salii; Volodymyr Kuzin; Nataliia Kussul; Andrii Shelestov (IGARSS, 2024)

Single-polarized SAR Image Preprocessing in Scope of Transfer Learning for Oil Spill Detection. - Nataliia Kussul; Volodymyr Kuzin; Yevhenii Salii; Bohdan Yailymov; Andrii Shelestov (IS, 2024)

Semi-Supervised European Forest Types Mapping using High-Fidelity Satellite Data. - Bohdan Yailymov; Hanna Yailymova; Nataliia Kussul; Andrii Shelestov (ProfIT AI, 2024)

Assessment of war-induced agricultural land use changes in Ukraine using machine learning applied to Sentinel satellite data. - Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Hanna Yailymova; Guido Lemoine; Klaus Deininger (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Flooded and Irrigation Area Monitoring After the Kakhovka Dam Disaster Based on Machine Learning and Satellite Data. - Bohdan Yailymov; Hanna Yailymova; Andrii Kolotii; Andrii Shelestov; Sergii Skakun; Sheila Baber; Inbal Becker-Reshef; Nataliia Kussul (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. - Mykola Lavreniuk; Nataliia Kussul; Andrii Shelestov; Bohdan Yailymov; Yevhenii Salii; Volodymyr Kuzin; Zoltan Szantoi (CoRR, 2025)