| Generative adversarial network augmentation for solving the training data imbalance problem in crop classification L Shumilo, A Okhrimenko, N Kussul, S Drozd, O Shkalikov Remote Sensing Letters 14 (11), 1129-1138, 2023 | 13 | 2023 |
| War damage detection based on satellite data A Shelestov, S Drozd, P Mikava, I Barabash, H Yailymova | 12 | 2023 |
| Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning N Kussul, S Drozd, H Yailymova, A Shelestov, G Lemoine, K Deininger International Journal of Applied Earth Observation and Geoinformation 125 …, 2023 | 11 | 2023 |
| Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data N Kussul, H Yailymova, S Drozd 2022 12th International Conference on Dependable Systems, Services and …, 2022 | 10 | 2022 |
| Forecast of Yield of Major Crops in Ukraine in War Conditions 2022 Based on MODIS and Sentinel-2 Satellite Data N Kussul, S Drozd, H Yailymova | 3 | 2023 |
| Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data N Kussul, A Shelestov, H Yailymova, L Shumilo, S Drozd IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 3 | 2022 |
| Validation of the global human settlement layer and NASA population data for Ukraine N Kussul, H Yailymova, S Drozd, A Shelestov 2021 11th IEEE International Conference on Intelligent Data Acquisition and …, 2021 | 3 | 2021 |
| Mathematical Models and Informational Technologies of Crop Yield Forecasting in Cloud Environment L Shumilo, S Drozd, N Kussul, A Shelestov, S Sylantyev International Scientific and Technical Conference-Modern Challenges in …, 2021 | 3 | 2021 |
| Crop Yield Forecasting for Major Crops in Ukraine A Shelestov, L Shumilo, H Yailymova, S Drozd 2021 IEEE International Conference on Information and Telecommunication …, 2021 | 2 | 2021 |
| Solar energy potential mapping in Ukraine through integration of GIS, remote sensing, and fuzzy logic S Drozd, N Kussul European Journal of Remote Sensing 57 (1), 2362390, 2024 | 1 | 2024 |
| Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography N Kussul, S Drozd 2023 13th International Conference on Dependable Systems, Services and …, 2023 | 1 | 2023 |
| Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields N Kussul, S Drozd, S Skakun, E Duncan, I Becker-Reshef 2023 13th International Conference on Dependable Systems, Services and …, 2023 | 1 | 2023 |
| Assessing Ukraine’s Solar Power Potential: A Comprehensive Analysis Using Satellite Data and Fuzzy Logic S Drozd, N Kussul IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
| Evaluating the Impact of Armed Conflict on Agricultural Sector in Ukraine through Remote Sensing and Machine Learning S Drozd, N Kussul, H Yailymova EGU General Assembly Conference Abstracts, 10494, 2024 | | 2024 |
| Detection of War-Caused Agricultural Field Damages Using Sentinel-2 Satellite Data with Machine Learning and Anomaly Detection S Drozd ACM Special Interested Group on Applied Computing (SIGAPP), 2024 | | 2024 |
| Geospatial analysis of the potential of the territories of Ukraine for the placement of solar power plants based on satellite data NM Kussul, SY Drozd Space Science and Technology 30 (1), 2024 | | 2024 |
| Куссуль Н., Дрозд С. 2, Яйлимова Г. 3 N Kussul, S Drozd, H Yailymova | | 2024 |
| Automated detection and assessment of war-induced damage to agricultural fields using satellite imagery N Kussul, S Drozd, H Yailymova Одеський національний технологічний університет, 2024 | | 2024 |
| Technologies of Crop Yield Forecasting L Shumilo, S Drozd, N Kussul, A Shelestov, S Sylantyev Progress in Advanced Information and Communication Technology and Systems …, 2022 | | 2022 |
| Методи глибокого навчання на різнорідних даних. Лабораторний практикум АЮ Шелестов, НМ Куссуль, СЮ Дрозд, ГО Яйлимова КПІ ім. Ігоря Сікорського, 2022 | | 2022 |
Nataliia Kussul (Наталія Куссуль)University of MarylandOverená e-mailová adresa na: umd.edu