On the Automation of Flood Event Separation From Continuous Time Series

Can machine learning effectively lower the effort necessary to extract important information from raw data for hydrological research questions? On the example of a typical water-management task, the extraction of direct runoff flood events from continuous hydrographs, we demonstrate how machine lear...

Full description

Bibliographic Details
Main Authors: Henning Oppel, Benjamin Mewes
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Water
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frwa.2020.00018/full