Prediction of Manning's coefficient of roughness for high-gradient streams using M5P

Prediction of Manning's coefficient of roughness for high-gradient streams using M5P

The coefficient of Manning's roughness (n) has been generally implemented in the determination of depth and discharge in open channels and canals. This study unravels the novel idea and potential of Random Forest (RF), M5P, and Random Tree (RT) approaches to evaluate and predict the coefficient...

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Bibliographic Details
Main Authors: Parveen Sihag, Balraj Singh, Md. Azlin Bin Md. Said, H. Md. Azamathulla
Format: Article
Language:English
Published: IWA Publishing 2022-03-01
Series:Water Supply
Subjects:
m5p
manning's roughness coefficient
random forest
random tree
taylor diagram
Online Access:http://ws.iwaponline.com/content/22/3/2707

Internet

http://ws.iwaponline.com/content/22/3/2707

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