A review of machine learning applications to coastal sediment transport and morphodynamics

EB Goldstein, G Coco, NG Plant - Earth-science reviews, 2019 - Elsevier
A range of computer science methods termed machine learning (ML) enables the extraction
of insight and quantitative relationships from multidimensional datasets. Here, we review the …

Climate change and coastal morphodynamics: Interactions on regional scales

P Chowdhury, NKG Lakku, S Lincoln, JK Seelam… - Science of the Total …, 2023 - Elsevier
Climate change and its impacts, combined with unchecked human activities, intensify
pressures on coastal environments, resulting in modification of the coastal morphodynamics …

Coastal sediment dynamics: recent advances and future research needs

LCV Rijn, JS Ribberink, JVD Werf… - Journal of hydraulic …, 2013 - Taylor & Francis
This vision paper discusses the advances made over the last three decades in coastal sand
transport and morphodynamics, and the research needs for the coming decades. The prime …

Sand motion induced by oscillatory flows: Sheet flow and vortex ripples

JS Ribberink, JJ van der Werf, T O'Donoghue… - Journal of …, 2008 - Taylor & Francis
A large series of field-scale experiments on turbulent sand-laden flows, conducted in
preceding years in the LOWT and AOFT large oscillating water tunnels are reviewed and …

Experimental study of turbulent oscillatory boundary layers in an oscillating water tunnel

J Yuan, OS Madsen - Coastal engineering, 2014 - Elsevier
A high-quality experimental study including a large number of tests which correspond to full-
scale coastal boundary layer flows is conducted using an oscillating water tunnel for flow …

[HTML][HTML] Practical sand transport formula for non-breaking waves and currents

JS Ribberink, JJ van der Werf, T O'Donoghue… - Coastal …, 2013 - Elsevier
Many existing practical sand transport formulae for the coastal marine environment are
restricted to a limited range of hydrodynamic and sand conditions. This paper presents a …

Bedload and suspended load contributions to breaker bar morphodynamics

J Van Der Zanden, D Hurther, I Cáceres… - Coastal …, 2017 - Elsevier
This study presents measurements of sheet flow processes, grain sorting, and bedload plus
suspended load transport rates around a medium-sand breaker bar in a large-scale wave …

Sediment transport in nonlinear skewed oscillatory flows: Transkew experiments

PA Silva, T Abreu, DA Van Der A… - Journal of Hydraulic …, 2011 - Taylor & Francis
New experiments under sheet flow conditions were conducted in an oscillating water tunnel
to study the effects of flow acceleration on sand transport. The simulated hydrodynamic …

Relative contributions of bed load and suspended load to sediment transport under skewed‐asymmetric waves on a sandbar crest

RS Mieras, JA Puleo, D Anderson… - Journal of …, 2019 - Wiley Online Library
A large‐scale laboratory experiment was conducted to evaluate cross‐shore sediment
transport and bed response on a sandbar under erosive and accretive field‐scale wave …

Mobility parameter and sand grain size effect on sediment transport over vortex ripples in the orbital regime

AA Dimas, GA Leftheriotis - Journal of Geophysical Research …, 2019 - Wiley Online Library
The objective of this numerical study is the assessment of the effect of the mobility parameter
ψ and the ratio ao/Dg (ao is the orbital amplitude and Dg is the sand grain diameter) on …