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Sofiia Drozd
Sofiia Drozd
Other namesSofia Drozd, Sophia Drozd, Софія Дрозд
National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
Verified email at lll.kpi.ua
Title
Cited by
Cited by
Year
War damage detection based on satellite data
A Shelestov, S Drozd, P Mikava, I Barabash, H Yailymova
92023
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
82022
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
52023
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
42023
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
32021
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
22023
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
22022
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
22021
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
12023
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
12023
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
12021
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
2024
AUTOMATED DETECTION AND ASSESSMENT OF WAR-INDUCED DAMAGE TO AGRICULTURAL FIELDS USING SATELLITE IMAGERY
N Kussul, S Drozd, H Yailymova
Automation of technological and business processes 16 (2), 63-74, 2024
2024
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
EGU24, 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
Методи глибокого навчання на різнорідних даних. Лабораторний практикум
АЮ Шелестов, НМ Куссуль, СЮ Дрозд, ГО Яйлимова
КПІ ім. Ігоря Сікорського, 2022
2022
Pre-War Urban Development across Ukraine: Analyzing Trends from 2016 to 2021
Y Zhang, S Skakun, MO Adegbenro, A Shelestov, C Abys, E Duncan, ...
AGU24, 0
Wheat on Fire–Analysis of Burned Fields on the Ukrainian Frontline
L Shumilo, S Skakun, N Kussul, A Shelestov, S Drozd
AGU24, 0
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