Developing nonlinear models for sediment load estimation in an irrigation canal

2018 ◽  
Vol 66 (6) ◽  
pp. 1485-1494 ◽  
Author(s):  
Fahad Ahmed ◽  
Muhammad Hassan ◽  
Hashim Nisar Hashmi
Keyword(s):  
Sediment Load ◽  
Nonlinear Models ◽  
Irrigation Canal ◽  
Load Estimation ◽  
Sediment Load Estimation

Development of sediment load estimation models by using artificial neural networking techniques

2015 ◽  
Vol 187 (11) ◽  
Author(s):  
Muhammad Hassan ◽  
M. Ali Shamim ◽  
Ali Sikandar ◽  
Imran Mehmood ◽  
Imtiaz Ahmed ◽  
...  
Keyword(s):  
Sediment Load ◽  
Load Estimation ◽  
Artificial Neural Networking ◽  
Artificial Neural ◽  
Sediment Load Estimation ◽  
Estimation Models

scholarly journals Estimation of Suspended Sediment Concentrations with Adcp in Danube River

2013 ◽  
Vol 61 (3) ◽  
pp. 232-240 ◽  
Author(s):  
Sándor Baranya ◽  
János Józsa
Keyword(s):  
Measurement Uncertainty ◽  
Suspended Sediment ◽  
Sediment Load ◽  
Empirical Relationship ◽  
Danube River ◽  
Suspended Sediment Transport ◽  
Model Parameters ◽  
Load Estimation ◽  
Suspended Sediment Concentrations ◽  
Sediment Load Estimation

Abstract An estimation procedure for suspended sediment concentrations based on the intensity of backscattered sound of acoustic Doppler current profilers (ADCP) is introduced in this paper. Based on detailed moving and fixed boat ADCP measurements with concurrent sediment sampling, we have successfully calibrated the estimation method for a reach of River Danube in Hungary, characterized by significant suspended sediment transport. The effect of measurement uncertainty and various data filtering on sediment load determination is also analyzed and quantified. Some of the physical model parameters describing the propagation of sound in water are estimated based on known empirical formulas, while other parameters are derived from measured. Regression analysis is used to obtain a relationship between the intensity of backscattered sound and sediment concentrations. The empirical relationship has been then used to estimate the suspended sediment concentrations from the ADCP data collected in fixed and moving boat measurement operation mode, along verticals and path-lines, respectively. We show that while some measurement uncertainty is inherent to the acoustic Doppler principle, it is further enhanced by the complexity of the near-bottom sediment-laden flow. This uncertainty has then a significant effect on the local sediment load estimation. In turn, reasonable smoothing of raw velocity and backscatter intensity data shows insignificant impact on cross-sectional sediment load estimation.

scholarly journals Comparison of River Suspended Sediment Load Estimation, using Regression and GA Methods

2018 ◽  
Vol 8 (16) ◽  
pp. 132-141
Author(s):  
جواد بهمنش ◽  
مریم محمدپور ◽  
محمدمهدی باطنی ◽  
◽  
◽  
...  
Keyword(s):  
Suspended Sediment ◽  
Sediment Load ◽  
Load Estimation ◽  
Suspended Sediment Load ◽  
Sediment Load Estimation
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