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Flooded and Irrigation Area Monitoring After the Kakhovka Dam Disaster Based on Machine Learning and Satellite Data

This study aims to assess the impact of the Kakhovka Dam destruction in Ukraine that occurred on 6 June 2023, on cropland irrigation using satellite remote sensing data. The main goal of this study is to assess flooded areas and the impact on irrigated area before and after Kakhovka Dam destruction....

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Principais autores: Bohdan Yailymov, Hanna Yailymova, Andrii Kolotii, Andrii Shelestov, Sergii Skakun, Sheila Baber, Inbal Becker-Reshef, Nataliia Kussul
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2025-01-01
Serier:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Fag:
Disaster monitoring
flooding
irrigation
Kakhovska Hydroelectric Power Plant (HPP)
machine learning
satellite monitoring
Online adgang:https://ieeexplore.ieee.org/document/11095629/
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