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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Autor principal:	Muhammad Naveed Khaliq
Format:	Artigo
Idioma:	Inglês
Publicat:	IWA Publishing 2024-05-01
Col·lecció:	Water Science and Technology
Matèries:	design flow magnitudes fusion modeling instantaneous peak flows machine learning missing values multiple regression
Accés en línia:	http://wst.iwaponline.com/content/89/9/2225
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