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Assessment of war-induced agricultural land use changes in Ukraine using machine learning applied to Sentinel satellite data

The ongoing war in Ukraine has significantly disrupted agricultural land use, leading to reduced cropland areas, increased land abandonment, and heightened uncertainty in food production. This study presents a multi-year assessment of war-induced agricultural land use changes in Ukraine using machin...

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Principais autores: Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Guido Lemoine, Klaus Deininger
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2025-06-01
Serier:International Journal of Applied Earth Observations and Geoinformation
Fag:
Agricultural land use change
War impact
Cropland
Uncultivated lands
Ukraine
Google Earth Engine
Online adgang:http://www.sciencedirect.com/science/article/pii/S1569843225001980
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