Joint Frequency Analysis of River Flow-Suspended Sediment Load Based on Copula Functions in the Zayanderood Sub-Basin
Author(s):
Article Type:
Research/Original Article (بدون رتبه معتبر)
Abstract:
The river flow-suspended sediment load relationship in basins due to the rivers flow and natural and unnatural changes does not lead to providing an accurate relationship, so it is necessary to use new methods for the development of this sector. Multivariate methods and simulation and modeling based on copula functions can be considered in this regard due to the consideration of data distribution. In this study, two-dimensional copula functions were used in the period of 2010-2019 in order to simulate and joint frequency analysis of river flow-suspended sediment load and estimate the conditional probabilities in the sub-basin of Qale-Shahrokh, Zayanderood Dam basin. While examining the dependence of the studied pair-variable and choosing appropriate marginal distributions, Frank's copula was selected as the best copula in joint frequency analysis of the pair-variable of discharge-suspended sediment load according to the RMSE and NSE values. By using the selected parameters, the simulation of the studied pair-variable of river flow-suspended sediment load with the probability of more than 80% was carried out in the selected station. So that with a probability of more than 80%, it is possible to estimate the amount of suspended sediment load given by the river flow in studied station. Finally, with the probabilities of 90-95% and 95-99%, it was suggested that the equation of forecasting suspended sediment load given by the corresponding river flow in the study area, which presented the efficiency of 84% and 82%, respectively, according to the Nash-Sutcliffe statistic.
Keywords:
Language:
Persian
Published:
Journal of Applied Researches in Water Engineering, Volume:1 Issue: 1, 2024
Pages:
1 to 13
https://www.magiran.com/p2815075
سامانه نویسندگان
مقالات دیگری از این نویسنده (گان)
-
Performance evaluation of monthly ERA5 and ERA5-Land Reanalysis precipitation data in the upstream of the Zayandehroud reservoir basin
Faraham Kazemiazar, Hossein Rezaie, Rasul Mirabbasi
Iranian Journal of Irrigation & Drainage, -
Analysis of spatial and temporal patterns of potential evapotranspiration by combining harmonic, stochastic and Monte Carlo methods (Case study: Zayandehrud basin)
Esmaeil Adib Majd *, Rasoul Mirabbsi, Mehdi Asadi, Sayyed-Hassan Tabatabaei
Water and Soil Conservation, -
Assessment of Data-driven Models in Downscaling of the Daily Temperature in Birjand Synoptic Station
Mehdi Amirabadizadeh, Yousef Ramezani, *, Mohammad Javad Zeynali
Journal of Civil Engineering, Summer and Autumn 2019 -
Impact of 30 Years Changing of River Flow on Urmia Lake Basin
M. Nazeri Tahroudi *, F. Ahmadi, K. Khalili
Journal of Civil Engineering, Winter and Spring 2018