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An attention U-Net model for detection of fine-scale hydrologic streamlines

Zewei Xu, Shaowen Wang, Lawrence V. Stanislawski, Zhe Jiang, Nattapon Jaroenchai, Arpan Man Sainju, Ethan Shavers, E. Lynn Usery, Li Chen, Zhiyu Li, Bin Su

2021Environmental Modelling & Software52 citationsDOI

Topics & Concepts

Streamlines, streaklines, and pathlinesLidarComputer scienceScale (ratio)Baseline (sea)Remote sensingMachine learningData miningEnvironmental scienceArtificial intelligenceCartographyGeologyGeographyOceanographyPhysicsThermodynamicsHydrology and Watershed Management StudiesRemote Sensing and LiDAR ApplicationsFlood Risk Assessment and Management
An attention U-Net model for detection of fine-scale hydrologic streamlines | Litcius