Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map

<p>Hydrologic events can be characterized as particular combinations of hydrological processes on a hillslope scale. To configure hydrological mechanisms, we analyzed a dataset using an unsupervised machine learning algorithm to cluster the hydrologic events based on the dissimilarity distance...

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Bibliographic Details
Main Authors: E. Lee, S. Kim
Format: Article
Language:English
Published: Copernicus Publications 2021-11-01
Series:Hydrology and Earth System Sciences
Online Access:https://hess.copernicus.org/articles/25/5733/2021/hess-25-5733-2021.pdf