Storm surge prediction based on long short-term memory neural network in the East China Sea

K Chen, C Kuang, L Wang, K Chen, X Han, J Fan - Applied Sciences, 2021 - mdpi.com
As an area frequently suffering from storm surge, the Yangtze River Estuary in the East
China Sea requires fast and accurate prediction of water level for disaster prevention and …

Coastal processes and longshore sediment transport along Kundapura coast, central west coast of India

PR Shanas, VS Kumar - Geomorphology, 2014 - Elsevier
Longshore sediment transport (LST) is one of the main factors influencing coastal
geomorphology. This study examines the variation in the LST estimate using four well …

Combining numerical and statistical models to predict storm‐induced dune erosion

VM Santos, T Wahl, JW Long… - Journal of …, 2019 - Wiley Online Library
Dune erosion is an important aspect to consider when assessing coastal flood risk, as dune
elevation loss makes the protected areas more susceptible to flooding. However, most …

Seasonal variation in longshore sediment transport rate and its impact on sediment budget along the wave-dominated Karnataka coast, India

A Shetty, KS Jayappa - Journal of Earth System Science, 2020 - Springer
The Karnataka coast is subjected to high wave activity during the southwest monsoon when
most of the sandy beaches undergo erosion. Based on the littoral cell concept, the …

Estimating dune erosion at the regional scale using a meta-model based on neural networks

P Athanasiou, A Van Dongeren… - … Hazards and Earth …, 2022 - nhess.copernicus.org
Sandy beaches and dune systems have high recreational and ecological value, while they
offer protection against flooding during storms. At the same time, these systems are very …

The field geomorphologist in a time of artificial intelligence and machine learning

C Houser, J Lehner, A Smith - Annals of the American Association …, 2022 - Taylor & Francis
An increasing number of papers incorporate machine learning (ML) approaches to analyze
spatially and temporally rich data sets in geomorphology. These data-driven approaches …

Application of adaptive Neuro-fuzzy inference system to estimate alongshore sediment transport rate (A real case study: southern shorelines of Caspian Sea)

T Sadeghifar, R Barati - Journal of Soft Computing in Civil Engineering, 2018 - jsoftcivil.com
Many empirical models have been introduced by scientists during the recent decades for
estimating longshore sediment transport rate, but these approaches have been calibrated …

Future wave-climate driven longshore sediment transport along the Indian coast

P Chowdhury, MR Behera, DE Reeve - Climatic Change, 2020 - Springer
Longshore sediment transport is an important nearshore process that governs coastal
erosion/accretion and in turn defines the orientation of coastlines. In this study, we assess …

Future prediction of coastal recession using convolutional neural network

AR Khan, MSB Ab Razak, BB Yusuf… - Estuarine, Coastal and …, 2024 - Elsevier
Coastal recession resulting from sea level rise and wave action is a significant
environmental concern, posing challenges for accurate long-term predictions due to the …

A method to estimate the longshore sediment transport at ebb‐tidal deltas based on their volumetric growth: Application to the Guadiana (Spain–Portugal border)

E Garel, A López‐Ruiz… - Earth Surface Processes …, 2019 - Wiley Online Library
Current techniques assessing longshore sediment transport rates have large uncertainties,
pleading for the development of alternative and complementary approaches. The present …