Наші публікації

1. Automated detection and assessment of war-induced damage to agricultural fields using satellite imagery
   Kussul N., Drozd S., Yailymova H.
   Automation of Technological and Business Processes, 2024, 16(2), 63-74.
   https://doi.org/10.15673/atbp.v16i2.2841
2. Detection of War-Caused Agricultural Field Damages Using Sentinel-2 Satellite Data with Machine Learning and Anomaly Detection
   Sofiia Drozd
   SAC ’24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, April 2024, pp. 701–705
   https://doi.org/10.1145/3605098.3635169
3. Метод виявлення пошкоджень земної поверхні внаслідок воєнних дій за допомогою супутникових даних
   П.В. Мікава, С.Ю. Дрозд
   Проблеми керування та інформатики. 68(6), с. 83–93.
   https://doi.org/10.34229/1028-0979-2023-6-6
4. 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
   International Journal of Applied Earth Observation and Geoinformation, Dec. 2023, Vol 125, 103562, pp. 1-21,
   https://doi.org/10.1016/j.jag.2023.103562
5. Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields
   Nataliia Kussul, Sophia Drozd, Sergii Skakun, Erik Duncan and Inbal Becker-Reshef
   13th International Conference Dependable Systems, Services and Technologies (DESSERT 2023), Greece, Athens, October 13-15, 2023. pp. 1-7,
   https://doi.org/10.1109/DESSERT61349.2023.10416533
6. War Damage Detection Based on Satellite Data
   Andrii Shelestov, Sophia Drozd, Polina Mikava, Illia Barabash and Hanna Yailymova
   Proceedings of International Conference on Applied Innovation in IT. 2023. pp. 97-103.
   https://doi.org/10.25673/101924
7. Quantifying War-Induced Crop Losses in Ukraine in Near Real Time to Strengthen Local and Global Food Security
   Deininger, Klaus; Ali, Daniel Ayalew; Kussul, Nataliia; Shelestov, Andrii; Lemoine, Guido; Yailimova, Hanna.
   Food Policy. Volume 115, February 2023, 102418.
   https://doi.org/10.1016/j.foodpol.2023.102418
8. Detection of war-damaged agricultural fields of Ukraine based on vegetation indices using Sentinel-2
   Kussul N., Drozd S., Yailymova H.
   12th International Conference on Dependable Systems, Services and Technologies (DESSERT’2022), December 9-11, 2022, Greece, Athens.
   https://doi.org/10.1109/DESSERT58054.2022.10018739