CALIBRATION AND VALIDATION OF SWAT MODEL USING PSO ALGORITHM FOR THE SIMULATION OF RUNOFF AND SEDIMENT IN A MOUNTAINOUS WATERSHED WITH LIMITED CLIMATE DATA

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.

BESALATPOUR A.A.; AYOUBI SH.; HAJABBASI M.A.; JALALIAN A.

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

Journal Paper

Paper Information

Journal: Journal of Soil Management and Sustainable Production Year:2015 | Volume:4 | Issue:4 Page(s): 295-312

Download Full-Text

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

Persian Verion

View:

1,393

Download:

Cites:

Information Journal Paper

Title

CALIBRATION AND VALIDATION OF SWAT MODEL USING PSO ALGORITHM FOR THE SIMULATION OF RUNOFF AND SEDIMENT IN A MOUNTAINOUS WATERSHED WITH LIMITED CLIMATE DATA

Author(s)

BESALATPOUR A.A. | AYOUBI SH. | HAJABBASI M.A. | JALALIAN A. | Issue Writer Certificate

Keywords

SWAT MODELQ2

DAILY RUNOFF AND SEDIMENTQ2

SWAT-CUPQ2

PSO ALGORITHMQ2

Abstract

Soil erosion is a major environmental threat to sustainability and agricultural productivity leading to reduction of soil fertility, loss of nutrients and declines of crop yields in arable lands. In this study, the suitability of SWAT MODEL for simulating the DAILY RUNOFF AND SEDIMENT in the Bazoft watershed (one of the main sub-basins of the Karun river basin in central Iran) was investigated. For this purpose, three different climate data sets including climate data obtained from the Bazoft watershed (Bazoft watershed data), the climate research unit data (CRU data) and a combination of the CRU and Bazoft watershed data (Bazoft-CRU data) were first investigated. Then, the potential use of PSO ALGORITHM for calibrating and validating of the model was evaluated. The constructed SWAT MODEL using a combination of the CRU data and the Bazoft climate data had a better runoff simulation performance in the study area. The obtained Nash-Sutcliff (NS) coefficient for the constructed SWAT MODEL using the Bazoft-CRU data was 0.38 while it was 0.31 and 0.21 for the proposed SWAT MODEL using the Bazoft watershed data and the CRU data, respectively. The obtained r-factor and p-factor values in the model calibration period using the PSO ALGORITHM were 1.25 and 0.81, respectively. The R2 and NS coefficients for the validation period were also 0.64 and 0.60, respectively. Furthermore, in the sediment simulation step, the r-factor and p-factor values for the calibration period were 0.69 and 0.85, respectively and they were 0.63 and 0.80 for the validation period, respectively.

Cites

No record.

References

No record.

Cite

APA: Copy

BESALATPOUR, A.A., AYOUBI, SH., HAJABBASI, M.A., & JALALIAN, A.. (2015). CALIBRATION AND VALIDATION OF SWAT MODEL USING PSO ALGORITHM FOR THE SIMULATION OF RUNOFF AND SEDIMENT IN A MOUNTAINOUS WATERSHED WITH LIMITED CLIMATE DATA. ELECTRONIC JOURNAL OF SOIL MANAGEMENT AND SUSTAINABLE PRODUCTION, 4(4), 295-312. SID. https://sid.ir/paper/209884/en

Vancouver: Copy

BESALATPOUR A.A., AYOUBI SH., HAJABBASI M.A., JALALIAN A.. CALIBRATION AND VALIDATION OF SWAT MODEL USING PSO ALGORITHM FOR THE SIMULATION OF RUNOFF AND SEDIMENT IN A MOUNTAINOUS WATERSHED WITH LIMITED CLIMATE DATA. ELECTRONIC JOURNAL OF SOIL MANAGEMENT AND SUSTAINABLE PRODUCTION[Internet]. 2015;4(4):295-312. Available from: https://sid.ir/paper/209884/en

IEEE: Copy

A.A. BESALATPOUR, SH. AYOUBI, M.A. HAJABBASI, and A. JALALIAN, “CALIBRATION AND VALIDATION OF SWAT MODEL USING PSO ALGORITHM FOR THE SIMULATION OF RUNOFF AND SEDIMENT IN A MOUNTAINOUS WATERSHED WITH LIMITED CLIMATE DATA,” ELECTRONIC JOURNAL OF SOIL MANAGEMENT AND SUSTAINABLE PRODUCTION, vol. 4, no. 4, pp. 295–312, 2015, [Online]. Available: https://sid.ir/paper/209884/en

Related Journal Papers