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Sofiia Drozd

Observed names: Drozd, Sofiia, S. Drozd, S. Yu. Drozd, Sofia Drozd, Sophia Drozd, Дрозд, Софія Юріївна, Софія Юріївна Дрозд
Institutions: State Space Agency of Ukraine, National Academy of Sciences of Ukraine, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Space Research Institute, Anhalt University of Applied Sciences, Space Research Institute
Observed institutions: State Space Agency of Ukraine, National Academy of Sciences of Ukraine, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Space Research Institute, Anhalt University of Applied Sciences, Space Research Institute
ORCID: 0000-0002-5149-5520
Observed ORCID: 0000-0002-5149-5520
OpenAlex ID: A5018899604
Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning
2023 · Nataliia Kussul, Sofiia Drozd, et al. · International Journal of Applied Earth Observation and Geoinformation · 33
Generative adversarial network augmentation for solving the training data imbalance problem in crop classification
2023 · Leonid Shumilo, Anton Okhrimenko, et al. · Remote Sensing Letters · 19
AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions
2025 · Nataliia Kussul, Gregory Giuliani, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 15
Solar energy potential mapping in Ukraine through integration of GIS, remote sensing, and fuzzy logic
2024 · Sofiia Drozd, Nataliia Kussul · European Journal of Remote Sensing · 8
Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data
2022 · Nataliia Kussul, Hanna Yailymova, et al. · International Conference on Dependable Systems, Services and Technologies (DESSERT) · 8
Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine
2021 · Nataliia Kussul, Hanna Yailymova, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 5
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Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields
2023 · Natallia Kussul, Sofiia Drozd, et al. · International Conference on Dependable Systems, Services and Technologies (DESSERT) · 4
Crop Yield Forecasting for Major Crops in Ukraine
2021 · Andrii Shelestov, Leonid Shumilo, et al. · International Conference on Information and Telecommunication Technologies and Radio Electronics (UkrMiCo) · 4
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Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data
2022 · Nataliia Kussul, Andrii Shelestov, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 3
Satellite-Based Analysis of Forest Damage in Ukraine’s Protected Areas
2025 · Sofiia Drozd, Nataliia Kussul, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 2
Geospatial Analysis of the Potential of the Territories of Ukraine for the Location of Solar Power Plants Based on Satellite Data
2024 · N. М. Kussul, S. Yu. Drozd · Kosmìčna nauka ì tehnologìâ · 2
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Mathematical Models and Informational Technologies of Crop Yield Forecasting in Cloud Environment
2022 · Leonid Shumilo, Sofia Drozd, et al. · Lecture notes in networks and systems · 2
Digital Twins for Land Use Change
2025 · Nataliia Kussul, Gregory Giuliani, et al. · Studies in systems, decision and control · 1
Improving spatial resolution of Aqua MODIS and GCOM-C chlorophyll-a data for Cyprus coastal waters monitoring
2025 · Sofiia Drozd, Nataliia Kussul, et al. · European Journal of Remote Sensing · 1
Evaluating the Impact of Armed Conflict on Agricultural Sector in Ukraine through Remote Sensing and Machine Learning
2024 · Sofiia Drozd, Nataliia Kussul, et al. · 1
Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography
2023 · Nataliia Kussul, Sofiia Drozd · International Conference on Dependable Systems, Services and Technologies (DESSERT) · 1
DT4LC: A Cognitive Digital Twin Framework for Land Cover Change Detection
2026 · Chernyatevich, Anton, Malyniak, Volodymyr, et al. · Zenodo (CERN European Organization for Nuclear Research)
Multi-agent Explainable AI Framework for Forest Disturbance Analysis and Biomass Recovery Modeling
2026 · Sofiia Drozd, Nataliia Kussul, et al. · Communications in computer and information science
LLM-driven Multi-Agent Cognitive User Interface for Land Cover Change Digital Twin System
2026 · Anton Chernyatevich, Sofiia Drozd, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Agentic AI for Autonomous Field Damage Risk Areas Detection and Satellite Data Collection
2026 · Sofiia Drozd, Nataliia Kussul, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Agentic AI for Environmental Impact Assessment of Construction Projects Using Satellite Data
2026 · Daryna Skakun, Artem Shelestov, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Land Suitability Map for Wind Power Plant Installation in Ukraine at 100 m resolution
2026 · Drozd, Sofiia, Kussul, Nataliia, et al. · Zenodo (CERN European Organization for Nuclear Research)
Satellite-based analysis of maritime traffic effects on water quality indicators in the Mediterranean basin
2026 · Sofiia Drozd, Pavlo Henitsoi, et al. · European Journal of Remote Sensing
Integrating AI and Remote Sensing for Monitoring War-Impacted Agricultural Lands: Damage Assessment and Remediation Tracking
2026 · Sofiia Drozd, Andrii Shelestov, et al. · International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI)
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Optimizing War Damage Detection in Agricultural Lands Using Regression Models and Satellite Imagery
2026 · Sofiia Drozd, Nataliia Kussul · Communications in computer and information science
Works count: 40
Citation count: 109
H-index: 5
I10-index: 3
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