Machine learning application in modelling marine and coastal phenomena: a critical review

A Pourzangbar, M Jalali, M Brocchini - Frontiers in Environmental …, 2023 - frontiersin.org
This study provides an extensive review of over 200 journal papers focusing on Machine
Learning (ML) algorithms' use for promoting a sustainable management of the marine and …

Low-Cost Sensors for Monitoring Coastal Climate Hazards: A Systematic Review and Meta-Analysis

T Ahmed, L Creedon, SS Gharbia - Sensors, 2023 - mdpi.com
Unequivocal change in the climate system has put coastal regions around the world at
increasing risk from climate-related hazards. Monitoring the coast is often difficult and …

TCUNet: A Lightweight Dual-Branch Parallel Network for Sea–Land Segmentation in Remote Sensing Images

X Xiong, X Wang, J Zhang, B Huang, R Du - Remote Sensing, 2023 - mdpi.com
Remote sensing techniques for shoreline extraction are crucial for monitoring changes in
erosion rates, surface hydrology, and ecosystem structure. In recent years, Convolutional …

How to Include Crowd-Sourced Photogrammetry in a Geohazard Observatory—Case Study of the Giant's Causeway Coastal Cliffs

M Jaud, N Le Dantec, K Parker, K Lemon, S Lendre… - Remote Sensing, 2022 - mdpi.com
The Causeway Coast World Heritage Site (Northern Ireland) is subject to rockfalls occurring
on the coastal cliffs, thus raising major safety concerns given the number of tourists visiting …

Hydrodynamic modelling for simulating nearshore waves and sea levels: classification of extreme events from the English Channel to the Normandy coasts

C López Solano, EI Turki, ET Mendoza… - Natural Hazards, 2024 - Springer
Assessing the vulnerability of coastal systems to storms often rely on an accurate modelling
of extreme events and the identification of their impacts that depend on their physical …

Ucalib: Cameras autocalibration on coastal video monitoring systems

G Simarro, D Calvete, P Souto - Remote Sensing, 2021 - mdpi.com
Following the path set out by the “Argus” project, video monitoring stations have become a
very popular low cost tool to continuously monitor beaches around the world. For these …

Spatio-temporal variability of the morpho-sedimentary dynamics observed on two gravel beaches in response to hydrodynamic forcing

A Soloy, I Turki, N Lecoq, CL Solano, B Laignel - Marine Geology, 2022 - Elsevier
This article aims to investigate the 3D morpho-sedimentary dynamics of two gravel beaches
in relation to hydrodynamic forcing, using a multi-sensor approach. Study sites, namely …

Using video imagery to reconstruct the 3D intertidal terrain along a beach with multiple cusps

F Cai, H Yin, H Qi, J Zheng, Y Jiang, Z Cao… - Acta Oceanologica Sinica, 2023 - Springer
A high-frequency, high-resolution shore-based video monitoring system (VMS) was installed
on a macrotidal (tidal amplitude> 4 m) beach with multiple cusps along the Quanzhou coast …

Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model

W Weber de Melo, JLS Pinho… - Journal of …, 2022 - iwaponline.com
Coastal and estuarine areas present remarkable environmental values, being key zones for
the development of many human activities such as tourism, industry, fishing, and other …

[PDF][PDF] 视频影像海滩监测技术研究进展与展望

戚洪帅, 尹航, 蔡锋, 张弛, 刘根… - Journal of Remote …, 2024 - researchgate.net
海滩作为海岸带中一种独特的极具景观属性且易损海滨地貌形态, 既是抵御海洋动力,
守卫后滨生态环境的前沿阵地, 又是沿海绿色经济发展的重要载体. 长期以来 …