| Cloud approach to automated crop classification using Sentinel-1 imagery A Shelestov, M Lavreniuk, V Vasiliev, L Shumilo, A Kolotii, B Yailymov, ... IEEE Transactions on Big Data 6 (3), 572-582, 2019 | 111 | 2019 |
| A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data N Kussul, M Lavreniuk, A Kolotii, S Skakun, O Rakoid, L Shumilo International Journal of Digital Earth, 2020 | 108 | 2020 |
| Essential variables for air quality estimation A Shelestov, A Kolotii, T Borisova, O Turos, G Milinevsky, I Gomilko, ... International Journal of Digital Earth, 2020 | 35 | 2020 |
| Developing food, water and energy nexus workflows I McCallum, C Montzka, B Bayat, S Kollet, A Kolotii, N Kussul, M Lavreniuk, ... International journal of digital earth 13 (2), 299-308, 2020 | 28 | 2020 |
| Deep recurrent neural network for crop classification task based on Sentinel-1 and Sentinel-2 imagery N Kussul, M Lavreniuk, L Shumilo IGARSS 2020-2020 IEEE international geoscience and remote sensing symposium …, 2020 | 27 | 2020 |
| Biophysical impact of sunflower crop rotation on agricultural fields N Kussul, K Deininger, L Shumilo, M Lavreniuk, DA Ali, O Nivievskyi Sustainability 14 (7), 3965, 2022 | 24 | 2022 |
| Sentinel-1 time series data for sunflower (Helianthus annuus) phenology monitoring A Qadir, S Skakun, J Eun, M Prashnani, L Shumilo Remote Sensing of Environment 295, 113689, 2023 | 18 | 2023 |
| Sentinel-3 urban heat island monitoring and analysis for Kyiv based on vector data L Shumilo, N Kussul, A Shelestov, Y Korsunska, B Yailymov 2019 10th International Conference on Dependable Systems, Services and …, 2019 | 16 | 2019 |
| Is soil bonitet an adequate indicator for agricultural land appraisal in ukraine? L Shumilo, M Lavreniuk, S Skakun, N Kussul Sustainability 13 (21), 12096, 2021 | 14 | 2021 |
| Crop monitoring technology based on time series of satellite imagery N Kussul, A Shelestov, B Yailymov, H Yailymova, M Lavreniuk, L Shumilo, ... 2020 IEEE 11th International Conference on dependable systems, services and …, 2020 | 14 | 2020 |
| Indoor and outdoor air quality monitoring on the base of intelligent sensors for smart city A Shelestov, L Sumilo, M Lavreniuk, V Vasiliev, T Bulanaya, I Gomilko, ... Recent Developments in Data Science and Intelligent Analysis of Information …, 2019 | 14 | 2019 |
| 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 |
| U-Net model for logging detection based on the Sentinel-1 and Sentinel-2 data L Shumilo, N Kussul, M Lavreniuk 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4680 …, 2021 | 13 | 2021 |
| Assessment of land consumption for sdg indicator 11.3. 1 using global and local built-up area maps A Shelestov, N Kussul, B Yailymov, L Shumilo, Y Bilokonska IGARSS 2020-2020 IEEE International geoscience and remote sensing symposium …, 2020 | 13 | 2020 |
| Rivne City land cover and land surface temperature analysis using remote sensing data L Shumilo, B Yailymov, N Kussul, M Lavreniuk, A Shelestov, Y Korsunska 2019 IEEE 39th international conference on electronics and nanotechnology …, 2019 | 13 | 2019 |
| Active fire monitoring service for Ukraine based on satellite data L Shumilo, B Yailymov, A Shelestov IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 12 | 2020 |
| Smart city services for Kiev city within ERA-PLANET SMURBS project A Shelestov, A Kolotii, M Lavreniuk, B Yailymov, L Shumilo, Y Korsunska 2019 IEEE 39th International Conference on Electronics and Nanotechnology …, 2019 | 11 | 2019 |
| Use of land cover maps as indicators for achieving sustainable development goals L Shumilo, A Kolotii, M Lavreniuk, B Yailymov IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 10 | 2018 |
| Conservation policies and management in the Ukrainian Emerald Network have maintained reforestation rate despite the war L Shumilo, S Skakun, ML Gore, A Shelestov, N Kussul, G Hurtt, ... Communications Earth & Environment 4 (1), 443, 2023 | 9 | 2023 |
| Remote sensing approaches for deforestation identification in Ukraine L Shumilo, B Yailymov, M Lavreniuk, Y Bilokonska 2020 IEEE 5th International Symposium on Smart and Wireless Systems within …, 2020 | 9 | 2020 |
Nataliia Kussul (Наталія Куссуль)University of MarylandOverená e-mailová adresa na: umd.edu