Estimating Suspended Sediment by Artificial Neural Network (ANN), Decision Trees (DT) and Sediment Rating Curve (SRC) Models (Case study: Lorestan Province, Iran)

Estimating Suspended Sediment by Artificial Neural Network (ANN), Decision Trees (DT) and Sediment Rating Curve (SRC) Models (Case study: Lorestan Province, Iran)

The aim of this study was to estimate suspended sediment by the ANN model, DT with CART algorithm and different types of SRC, in ten stations from the Lorestan Province of Iran. The results showed that the accuracy of ANN with Levenberg-Marquardt back propagation algorithm is more than the two other...

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Bibliographic Details
Main Authors: Fatemeh Barzegari, Mohsen Yousefi, Ali Talebi
Format: Article
Language:English
Published: University of Tehran Press 2015-12-01
Series:Civil Engineering Infrastructures Journal
Subjects:
artificial neural network
cart algorithm
decision tree
levenberg-marquardt algorithm
sediment rating curve
Online Access:https://ceij.ut.ac.ir/article_55712_a3320c7510d860361861495632c9d2b4.pdf

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