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Sentinel-1
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Recognizing the Shape and Size of Tundra Lakes in Synthetic Aperture Radar (SAR) Images Using Deep Learning Segmentation
by
Denis Demchev
,
Ivan Sudakow
,
Alexander Khodos
,
Irina Abramova
,
Dmitry Lyakhov
,
Dominik Michels
Published in
Remote Sensing
(2023)
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2
Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions
by
Michael Allan Merchant
,
Mayah Obadia
,
Brian Brisco
,
Ben DeVries
,
Aaron Berg
Published in
Remote Sensing
(2022)
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Dmitry Lyakhov
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Dominik Michels
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Sentinel-1
Arctic
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Arctic tundra
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ArcticDEM
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InSAR
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SAR
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U-Net
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climate
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coherence
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machine learning
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size distribution
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synthetic aperture radar
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