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Estimation of instantaneous peak flows in Canadian rivers: an evaluation of conventional, nonlinear regression, and machine learning methods

Instantaneous peak flows (IPFs) are often required to derive design values for sizing various hydraulic structures, such as culverts, bridges, and small dams/levees, in addition to informing several water resources management-related activities. Compared to mean daily flows (MDFs), which represent a...

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Main Author: Muhammad Naveed Khaliq
Format: Artigo
Language:Inglês
Published: IWA Publishing 2024-05-01
Series:Water Science and Technology
Subjects:
design flow magnitudes
fusion modeling
instantaneous peak flows
machine learning
missing values
multiple regression
Online Access:http://wst.iwaponline.com/content/89/9/2225
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