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Sofiia Drozd
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Machine Learning
Statistical Approaches
Satellite Data
Crest Lines
Top Venues
DESSERT
SAC
Int. J. Appl. Earth Obs. Geoinformation
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Publications
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Sofiia Drozd
Student Research Abstract: Detection of War-Caused Agricultural Field Damages Using Sentinel-2 Satellite Data with Machine Learning and Anomaly Detection.
SAC
(2024)
Nataliia Kussul
,
Sofiia Drozd
,
Hanna Yailymova
,
Andrii Shelestov
,
Guido Lemoine
,
Klaus Deininger
Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning.
Int. J. Appl. Earth Obs. Geoinformation
125 (2023)
Nataliia Kussul
,
Sofiia Drozd
Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography.
DESSERT
(2023)
Natallia Kussul
,
Sofiia Drozd
,
Sergii Skakun
,
Erik Duncan
,
Inbal Becker-Reshef
Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields.
DESSERT
(2023)