Predicting seepage losses from lined irrigation canals using machine learning models

Predicting seepage losses from lined irrigation canals using machine learning models

IntroductionEfficient water resource management in irrigation systems relies on the accurate estimation of seepage loss from lined canals. This study utilized machine learning (ML) algorithms to tackle this challenge in seepage loss prediction.MethodsFirstly, seepage flow through irrigation canals w...

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Bibliographic Details
Main Authors: Mohamed Galal Eltarabily, Hany Farhat Abd-Elhamid, Martina Zeleňáková, Mohamed Kamel Elshaarawy, Mohamed Elkiki, Tarek Selim
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Water
Subjects:
ensemble model
irrigation canal
lining
non-ensemble model
prediction
regression
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2023.1287357/full

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