Iterative integration of deep learning in hybrid Earth surface system modelling
Earth system modelling (ESM) is essential for understanding past, present and future Earth
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
Earth observations for monitoring marine coastal hazards and their drivers
Coastal zones have large social, economic and environmental values. They are more
densely populated than the hinterland and concentrate large economic assets, critical …
densely populated than the hinterland and concentrate large economic assets, critical …
Sediment load prediction in Johor river: deep learning versus machine learning models
Sediment transport is a normal phenomenon in rivers and streams, contributing significantly
to ecosystem production and preservation by replenishing vital nutrients and preserving …
to ecosystem production and preservation by replenishing vital nutrients and preserving …
Mechanistic modeling of marsh seedling establishment provides a positive outlook for coastal wetland restoration under global climate change
While many studies focus on the persistence of coastal wetlands under climate change,
similar predictions are lacking for new wetland establishment, despite being critical to …
similar predictions are lacking for new wetland establishment, despite being critical to …
The future of coastal and estuarine modeling: Findings from a workshop
This paper summarizes the findings of a workshop convened in the United States in 2018 to
discuss methods in coastal and estuarine modeling and to propose key areas of research …
discuss methods in coastal and estuarine modeling and to propose key areas of research …
Blind testing of shoreline evolution models
Beaches around the world continuously adjust to daily and seasonal changes in wave and
tide conditions, which are themselves changing over longer time-scales. Different …
tide conditions, which are themselves changing over longer time-scales. Different …
On the prediction of runup, setup and swash on beaches
Wave runup is one of the most critical parameters contributing to coastline flooding and
shoreline change. Many formulas have been developed to empirically predict wave runup …
shoreline change. Many formulas have been developed to empirically predict wave runup …
State-of-the-art review on the use of AI-enhanced computational mechanics in geotechnical engineering
Significant uncertainties can be found in the modelling of geotechnical materials. This can
be attributed to the complex behaviour of soils and rocks amidst construction processes …
be attributed to the complex behaviour of soils and rocks amidst construction processes …
Climate change and coastal morphodynamics: Interactions on regional scales
Climate change and its impacts, combined with unchecked human activities, intensify
pressures on coastal environments, resulting in modification of the coastal morphodynamics …
pressures on coastal environments, resulting in modification of the coastal morphodynamics …
Decision support tools, systems and indices for sustainable coastal planning and management: A review
Coasts worldwide are facing enormous challenges relating to extreme water levels,
inundation and coastal erosion. These challenges need to be addressed with consideration …
inundation and coastal erosion. These challenges need to be addressed with consideration …