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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...

Whakaahuatanga katoa

I tiakina i:
Kaituhi matua: Muhammad Naveed Khaliq
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IWA Publishing 2024-05-01
Rangatū:Water Science and Technology
Ngā marau:
design flow magnitudes
fusion modeling
instantaneous peak flows
machine learning
missing values
multiple regression
Urunga tuihono:http://wst.iwaponline.com/content/89/9/2225
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