A comparative survey between cascade correlation neural network (CCNN) and feedforward neural network (FFNN) machine learning models for forecasting suspended sediment concentration [PDF]
Scientific ReportsSuspended sediment concentration prediction is critical for the design of reservoirs, dams, rivers ecosystems, various operations of aquatic resource structure, environmental safety, and water management.
Bhupendra Joshi +12 more
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Hybrid deep learning framework integrating CNNs, transformers, and adaptive optimization for accurate suspended sediment concentration prediction [PDF]
Scientific ReportsReliable prediction of suspended sediment concentration is essential for reservoir operation, sustainable water management, and river ecosystem restoration.
Jinsheng Fan +4 more
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IEEE Access, 2021 The measurement of the concentration of suspended sediment in a water body is a very important content in the observation of hydrological elements, and it is also one of the important parameters for calculating the sediment resuspension flux. In order to
Ming Zeng +3 more
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Shuili Shuiyun Gongcheng Xuebao, 2023 It is the sand particle gradation and the sediment mineral composition which affect most the measurement of the suspended sediment concentration with the turbidity method.
XIAO Qianlu +4 more
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Effect of Obstacles Transversal Distances on Suspended Sediment Transport in The Case of Transverse Wave Occur [PDF]
علوم و مهندسی آبیاری, 2015 In present study the effect of obstacles transversal distances in a staggered and an in-line arrangement on suspended sediment load transport in a rectangular flume was investigated.
Neda Poustizadeh, Mehdi Ghomeshi
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Analytical solutions for sediment concentration in waves based on linear diffusivity
Theoretical and Applied Mechanics Letters, 2021 Two kinds of analytical solutions are derived through Laplace transform for the equation that governs wave-induced suspended sediment concentration with linear sediment diffusivity under two kinds of bottom boundary conditions, namely the reference ...
Yiqin Xie +4 more
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Heliyon, 2023 Suspended Sediment transport in the Northern Waters of Aceh is investigated in the domains between 5.4° - 5.65° N Latitude and 95.15° - 95.45° E.
Ichsan Setiawan +4 more
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Investigating the Relationship between Suspended Sediment Concentration and Watershed Characteristic of the Kan River in Tehran Using Principal Component Regression [PDF]
علوم آب و خاک, 2023 The geomorphic characteristics of the watersheds are interrelated and the temporal and spatial scale in the form of season and sub-basins affect the concentration of suspended sediment.
S. Jalali, K. Nosrati, Z. Fathi
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Applied Sciences, 2023 The amount of suspended sediment transported from rivers to the ocean fluctuates over time, with a substantial increase occurring during storm events.
Woochul Kang, Kyungsu Lee, Seongyun Kim
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Sediment Load and Suspended Sediment Concentration Prediction
Soil and Water Research, 2006 Sediment is a natural component of riverine environments and its presence in river systems is essential. However, in many ways and many places river systems and the landscape have been strongly affected by human activities which have destroyed naturally ...
Martin Bečvář
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