Suspended sediment load modeling using Hydro-Climate variables and Machine learning
Abstract Machine learning (ML) models have the potential to improve the accuracy of
Suspended Sediment Load (SSL) predictions. However, their ability to incorporate climate …
Suspended Sediment Load (SSL) predictions. However, their ability to incorporate climate …
Response time of fast flowing hydrologic pathways controls sediment hysteresis in a low-gradient watershed, as evidenced from tracer results and machine learning …
Hydrologic controls on the timing of sediment transport and sediment hysteresis patterns
remain an open area of investigation in hydrology, especially for low-gradient watersheds …
remain an open area of investigation in hydrology, especially for low-gradient watersheds …
[HTML][HTML] Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration
H Lamane, L Mouhir, R Moussadek, B Baghdad… - International Journal of …, 2024 - Elsevier
Abstract Machine learning (ML) has become a powerful tool for predicting suspended
sediment concentration (SSC). Nonetheless, the ability to interpret the physical process is …
sediment concentration (SSC). Nonetheless, the ability to interpret the physical process is …
Machine learning insights of anthropogenic and natural influences on riverbed deformation in a large lowland river
AC Amanambu, J Mossa - Geomorphology, 2024 - Elsevier
As escalating environmental pressures threaten the world's river systems, understanding the
driving factors influencing their geomorphological changes is of critical global importance …
driving factors influencing their geomorphological changes is of critical global importance …
Physics-informed machine learning algorithms for forecasting sediment yield: an analysis of physical consistency, sensitivity, and interpretability
The sediment transport, involving the movement of the bedload and suspended sediment in
the basins, is a critical environmental concern that worsens water scarcity and leads to …
the basins, is a critical environmental concern that worsens water scarcity and leads to …
Joint frequency analysis of streamflow and sediment amount with copula functions in the Kızlırmak Basin, Turkey
T Baykal - Natural Hazards, 2024 - Springer
The accurate determination of sediment amount is crucial for the design and operation of
reservoirs. The sediment rating curve (SRC) is the most widely used method for determining …
reservoirs. The sediment rating curve (SRC) is the most widely used method for determining …
A brief review of recent global trends in suspended sediment estimation studies
Sediment has the potential to influence the landscape, economy and way of life. If the
estimation is accurate and the distribution characteristics are known, sediment can be used …
estimation is accurate and the distribution characteristics are known, sediment can be used …
Sediment sources and connectivity linked to hydrologic pathways and geomorphic processes: a conceptual model to specify sediment sources and pathways through …
Sediment connectivity is a conceptualization for the transfer and storage of sediment among
different geomorphic compartments across upland landscapes and channel networks …
different geomorphic compartments across upland landscapes and channel networks …
EcoGIS-Simulation Software for riverbed sediments modeling
S Khrapov, E Agafonnikova… - E3S Web of …, 2023 - e3s-conferences.org
The paper describes the EcoGIS-Simulation software and hardware complex for numerical
hydrological modeling of river systems. The computing core makes it possible to carry out a …
hydrological modeling of river systems. The computing core makes it possible to carry out a …
A novel suspended-sediment sampling method: Depth-Integrated Grab (DIG)
Measuring suspended sediment in fluvial systems is critical to understanding and managing
water resources. Sampling suspended sediment has been the primary means of …
water resources. Sampling suspended sediment has been the primary means of …