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Prediction of Gravel Streambed Embeddedness Using Explainable AI and Machine Learning Techniques

Oare, Emma ReillyVirginia Tech2025

Excess fine sediments (<2 mm) in gravel streambeds can negatively impact river habitats by reducing porosity and interparticle flow. Human activities have increased fine sediment inputs into river systems, leading to higher embeddedness in gravel streambeds. Embeddedness, also called colmation or …

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