Artificial Intelligence and Objective‐Function Methods Can Identify Bankfull River Channel Extents

Artificial Intelligence and Objective‐Function Methods Can Identify Bankfull River Channel Extents

Abstract Bankfull channel extents are of fundamental importance in fluvial geomorphology, to describe the geomorphic character of a river, and to provide a boundary for further processing of morphologic and hydraulic attributes. With ever‐increasing availability of high‐resolution spatial data (e.g....

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Bibliographic Details
Main Authors: Jonathan Garber, Karen Thompson, Matthew J. Burns, Joshphar Kunapo, Geordie Z. Zhang, Kathryn Russell
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Water Resources Research
Subjects:
deep learning
geomorphometry
bankfull
neural network
transfer learning
lidar
Online Access:https://doi.org/10.1029/2023WR035269
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https://doi.org/10.1029/2023WR035269

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