MODELING THE FOUR-DIMENSIONAL JOINT DISTRIBUTION FUNCTION OF FLOOD CHARACTERISTICS USING C-VINE STRUCTURE

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.

SHAFAEI M.; FAKHERI FARD A.; DINPASHOH Y.; MIRABBASI NAJAFABADI R.

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

Journal Paper

Paper Information

Journal: Iranian Journal of Irrigation and Drainage Year:2016 | Volume:10 | Issue:3 Page(s): 327-337

Download Full-Text

Persian Verion

View:

869

Download:

Cites:

Information Journal Paper

Title

MODELING THE FOUR-DIMENSIONAL JOINT DISTRIBUTION FUNCTION OF FLOOD CHARACTERISTICS USING C-VINE STRUCTURE

Author(s)

SHAFAEI M. | FAKHERI FARD A. | DINPASHOH Y. | MIRABBASI NAJAFABADI R. | Issue Writer Certificate

Keywords

AKAIKE INFORMATION CRITERIAQ1

ARCHIMEDEAN COPULAQ1

ELLIPTIC COPULAQ1

FLOOD VOLUMEQ2

PAIR-COPULAQ2

Abstract

The recognition of a proper multi-dimensional copula for determination the dependence structure in multidimensional data is not easy. Because multi- dimensional copulas such as the multi-dimensional Elliptical and ARCHIMEDEAN COPULAs lack flexibility to capture dependence structure and include other limitations, such as parameter restrictions. To dominate these limitations, vine copulas have been presented and employed for simulation of hydrology variables. To realize and fully perceive the mixed and hidden dependence patterns between flood characteristics (flood volume (V), peak flow (P), base time (B) and peak time (TP)), a mixture of C-vine copulas is proposed describing the dependence structure between the main flood characteristics and then simulates them use the most proper C-vine structures. As a C-vine structure consists several parameters capturing the dependence structure through cascade of PAIR-COPULAs, the proposed structure can explain completely complex and hidden dependence patterns in multi- dimensional data. In the present study, to achieve the most suitable C-vine structures, first different structures were created through the permuting of flood characteristics in the C-vine structure and then the most appropriate copula family among Elliptical or ARCHIMEDEAN COPULA families was selected for each PAIR-COPULA according to Log Maximum Likelihood (LML), AIC and BIC evaluation criteria. Finally, the obtained four-dimensional joint distribution functions were compared with empirical copula and according to RMSE, MAE and R2 criteria and graphical method, structure (B-P-V-TP) was known as the most accurate structure. Thus, it was found that the selection of flood base time as central variable is a appropriate selection and plays role of controlling variable for volume, peak discharge and peak time of flood variables.

Cites

No record.

References

No record.

Cite

APA: Copy

SHAFAEI, M., FAKHERI FARD, A., DINPASHOH, Y., & MIRABBASI NAJAFABADI, R.. (2016). MODELING THE FOUR-DIMENSIONAL JOINT DISTRIBUTION FUNCTION OF FLOOD CHARACTERISTICS USING C-VINE STRUCTURE. IRANIAN JOURNAL OF IRRIGATION AND DRAINAGE, 10(3 ), 327-337. SID. https://sid.ir/paper/131671/en

Vancouver: Copy

SHAFAEI M., FAKHERI FARD A., DINPASHOH Y., MIRABBASI NAJAFABADI R.. MODELING THE FOUR-DIMENSIONAL JOINT DISTRIBUTION FUNCTION OF FLOOD CHARACTERISTICS USING C-VINE STRUCTURE. IRANIAN JOURNAL OF IRRIGATION AND DRAINAGE[Internet]. 2016;10(3 ):327-337. Available from: https://sid.ir/paper/131671/en

IEEE: Copy

M. SHAFAEI, A. FAKHERI FARD, Y. DINPASHOH, and R. MIRABBASI NAJAFABADI, “MODELING THE FOUR-DIMENSIONAL JOINT DISTRIBUTION FUNCTION OF FLOOD CHARACTERISTICS USING C-VINE STRUCTURE,” IRANIAN JOURNAL OF IRRIGATION AND DRAINAGE, vol. 10, no. 3 , pp. 327–337, 2016, [Online]. Available: https://sid.ir/paper/131671/en

Related Journal Papers