Integrating the landscape scale supports SAR-based detection and assessment of the phenological development at the field level

Climate change and increasing weather and seasonal dynamics challenge agricultural landscapes. To cope with this challenge information on crop performance is key. This study presents a novel framework for bridging landscape-scale vegetation dynamics with field-level crop phenology using Sentinel-1 r...

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Bibliographic Details
Main Authors: Johannes Löw, Steven Hill, Insa Otte, Christoph Friedrich, Michael Thiel, Tobias Ullmann, Christopher Conrad
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Remote Sensing
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Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2025.1610005/full
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