Comparison the efficiency of M5 and Genetic Programming on Suspended Sediment Load Estimation of Rivers

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

ZAHIRI JAVAD; shahrokhi hadis; JAFARI AHMAD

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Journal of Range and Watershed Managment Year:2018 | Volume:71 | Issue:1 Page(s): 173-187

Download Full-Text

Persian Verion

View:

555

Download:

Cites:

Information Journal Paper

Title

Comparison the efficiency of M5 and Genetic Programming on Suspended Sediment Load Estimation of Rivers

Author(s)

ZAHIRI JAVAD | shahrokhi hadis | JAFARI AHMAD | Issue Writer Certificate

Keywords

Suspended sediment loadQ2

Tree algorithmsQ1

Sediment Rating CurveQ1

M5 algorithmQ1

Genetic ProgramingQ2

Abstract

Suspended sediment load estimation is one of the most important and complicated debates on sediment transport and river engineering. Therefore, the variety of methods developed to estimate Suspended sediment load in rivers. According to the empirical nature of these methods, the results have low accuracy and vary so widely from one method to another. Recently, with advances in computer science, various algorithms such as tree based methods have been developed. In this study, Sediment Rating Curve method along with new algorithms such as M5 and Genetic Programing (GP) are used for estimating Suspended sediment load in rivers. Flow and sediment discharge data at five hydrometric stations, Behbahan and Cham Nezam on Maroon River, Jow Kanak on Allah River and Moshrageh and Shadegan on Jarahi River are used in present study. The efficiency of tree models, in all stations, was greater than Sediment Rating Curve method, and the RMSE performance of M5 method is 7 to 41 percent superior to Sediment Rating Curve method. The results of this study indicate the close proximity of both M5 and GP efficiency, which according to the simple and conceptual structure of M5, this method is proposed to estimate Suspended sediment load in river streams.

Cites

No record.

References

No record.

Cite

APA: Copy

ZAHIRI, JAVAD, shahrokhi, hadis, & JAFARI, AHMAD. (2018). Comparison the efficiency of M5 and Genetic Programming on Suspended Sediment Load Estimation of Rivers. JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), 71(1 ), 173-187. SID. https://sid.ir/paper/162584/en

Vancouver: Copy

ZAHIRI JAVAD, shahrokhi hadis, JAFARI AHMAD. Comparison the efficiency of M5 and Genetic Programming on Suspended Sediment Load Estimation of Rivers. JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES)[Internet]. 2018;71(1 ):173-187. Available from: https://sid.ir/paper/162584/en

IEEE: Copy

JAVAD ZAHIRI, hadis shahrokhi, and AHMAD JAFARI, “Comparison the efficiency of M5 and Genetic Programming on Suspended Sediment Load Estimation of Rivers,” JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), vol. 71, no. 1 , pp. 173–187, 2018, [Online]. Available: https://sid.ir/paper/162584/en

Related Journal Papers