Sofiia Drozd

According to our database, Sofiia Drozd authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions.

Nataliia Kussul, Gregory Giuliani, Andrii Shelestov, Anton Cherniatevych, Sofiia Drozd, Andrii Kolotii, Yevhenii Salii, Oleksandr Yavorskyi, Volodymyr Malyniak, Mykola Lavrenyuk, Charlotte Poussin

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Integrating AI and Remote Sensing for Monitoring War-Impacted Agricultural Lands: Damage Assessment and Remediation Tracking.

Sofiia Drozd, Andrii Shelestov, Nataliia Kussul

Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, 2025

2024

Student Research Abstract: Detection of War-Caused Agricultural Field Damages Using Sentinel-2 Satellite Data with Machine Learning and Anomaly Detection.

Sofiia Drozd

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Optimizing War Damage Detection in Agricultural Lands Using Regression Models and Satellite Imagery.

Sofiia Drozd, Nataliia Kussul

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Assessing Ukraine's Solar Power Potential: A Comprehensive Analysis Using Satellite Data and Fuzzy Logic.

Sofiia Drozd, Nataliia Kussul

Proceedings of the IGARSS 2024, 2024

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, December, 2023

Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields.

Nataliia Kussul, Sofiia Drozd, Sergii Skakun, Erik Duncan, Inbal Becker-Reshef

Proceedings of the 13th International Conference on Dependable Systems, 2023

Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography.

Nataliia Kussul, Sofiia Drozd

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Leonid Shumilo, Sophia Drozd

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data.

Nataliia Kussul, Hanna Yailymova, Sophia Drozd

Proceedings of the 12th International Conference on Dependable Systems, 2022

2021

Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine.

Nataliia Kussul, Hanna Yailymova, Sophia Drozd, Andrii Shelestov

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021