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Optimizing predictions in Suspended Sediment Concentration (SSC) and identifications of driving factors based on machine learning method: A case study of the Pearl River, China

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Temporal and spatial variability of suspended sediment rating curves for rivers draining into the Ethiopian Rift Valley
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Using Machine Learning to Predict Suspended Sediment Transport under Climate Change
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Assessment of suspended sediment transport and associated sediment patterns in the Mkhdach catchment (Middle Atlas Mountainous/Morocco)
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Satellite-driven machine learning framework for monitoring river sediment discharge: integrating Sentinel-2 spectral data with hydrometric insights
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Influence of monsoon trough length on interannual variability of Northwest Pacific multiple tropical cyclone events
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Sparsest piecewise-linear regression of one-dimensional data
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Temporal variability of suspended sediment transport and rating curves in a Mediterranean river basin: The Celone (SE Italy)
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Sedimentary record of plutonium in the North Yellow Sea and the response to catchment environmental changes of inflow rivers
inferredcites →https://doi.org/10.1016/j.csr.2012.02.017openalex-snapshot
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Non-linear wave attenuation quantification model improves the estimation of wave attenuation efficiency of mangroves
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Non-consistent changes and drivers of water-sediment fluxes in the yarlung tsangpo river basin of the Tibetan plateau
inferredcites →https://doi.org/10.1016/j.jhydrol.2014.03.003openalex-snapshot
Comparison of regionalization approaches in parameterizing sediment rating curve in ungauged catchments for subsequent instantaneous sediment yield prediction
inferredcites →https://doi.org/10.1016/j.jhydrol.2015.11.008openalex-snapshot
Integrative neural networks model for prediction of sediment rating curve parameters for ungauged basins
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Empirical formulas for dynamic effective suction head in the modified green-ampt model
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Regional scale simulations of daily suspended sediment concentration at gauged and ungauged rivers using deep learning
inferredcites →https://doi.org/10.1016/j.jhydrol.2025.133735openalex-snapshot
Carbon and water fluxes characteristics and differential regulation mechanisms in dryland ecosystems
inferredcites →https://doi.org/10.1016/j.margeo.2022.106902openalex-snapshot
Climate-driven provenance variation and sedimentary system evolution at the Changjiang distal mud since the mid-Holocene
inferredcites →https://doi.org/10.1016/j.quaint.2012.04.044openalex-snapshot
Sediment rating curves in the Ningxia-Inner Mongolia reaches of the upper Yellow River and their implications
inferredcites →https://doi.org/10.1016/j.scitotenv.2016.07.015openalex-snapshot
Effect of water-sediment regulation of the Xiaolangdi reservoir on the concentrations, characteristics, and fluxes of suspended sediment and organic carbon in the Yellow River
inferredcites →https://doi.org/10.1016/j.scitotenv.2018.02.323openalex-snapshot
A spatially invariant sediment rating curve and its temporal change following watershed management in the Chinese Loess Plateau
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The Geometry of Flow: Advancing Predictions of River Geometry With Multi‐Model Machine Learning
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GLEAM4: global land evaporation and soil moisture dataset at 0.1° resolution from 1980 to near present
inferredcites →https://doi.org/10.1061/jhyeff.heeng-6216openalex-snapshot
Quantification of the Escalating Influence of Anthropogenic Factors in Suspended-Sediment Concentration Regimes
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Hydrological alterations and sediment changes caused by dams in the Mekong River Basin
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A Piecewise Linear Regression and Classification Algorithm With Application to Learning and Model Predictive Control of Hybrid Systems
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XGBoost
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An Overview of the China Meteorological Administration Tropical Cyclone Database
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A numerical investigation of freshwater and sediment discharge variations of Poyang Lake catchment, China over the last 1000 years
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Estimation of daily suspended sediment concentration in the Ca River Basin using a sediment rating curve, multiple regression, and long short-term memory model
inferredcites →https://doi.org/10.3389/fmars.2024.1495403openalex-snapshot
Morphological evolution of the Qingshuigou subaqueous delta of the Yellow River before and after the operation of the Xiaolangdi Reservoir (1997-2007)
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A Piecewise Linear Regression Model Ensemble for Large-Scale Curve Fitting
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