Use of machine learning and remote sensing techniques for shoreline monitoring: A review of recent literature

CAD Tsiakos, C Chalkias - Applied Sciences, 2023 - mdpi.com
Climate change and its effects (ie, sea level rise, extreme weather events) as well as
anthropogenic activities, determine pressures to the coastal environments and contribute to …

Bibliometric analysis of data sources and tools for shoreline change analysis and detection

J Ankrah, A Monteiro, H Madureira - Sustainability, 2022 - mdpi.com
The world has a long record of shoreline and related erosion problems due to the impacts of
climate change/variability in sea level rise. This has made coastal systems and large inland …

Shoreline change detection using DSAS technique: case of Saint Martin Island, Bangladesh

MF Hossen, N Sultana - Remote sensing applications: society and …, 2023 - Elsevier
Abstract Saint Martin, Bangladesh's only coral island, is a popular tourist destination and a
blue economy hub. Saint Martin's shoreline constantly changes due to natural and …

Shoreline change analysis using historical multispectral Landsat images of the Pacific Coast of Panama

R Vallarino Castillo, V Negro Valdecantos… - Journal of Marine …, 2022 - mdpi.com
The shoreline is the interface between sea and land influenced by natural, anthropogenic
factors and climate change. The study of the evolution of the shoreline provides information …

[HTML][HTML] Shoreline Change from Optical and Sar Satellite Imagery at Macro-Tidal Estuarine, Cliffed Open-Coast and Gravel Pocket-Beach Environments

MV Paz-Delgado, A Payo, A Gómez-Pazo… - Journal of Marine …, 2022 - mdpi.com
Coasts are continually changing and remote sensing from satellite has the potential to both
map and monitor coastal change at multiple scales. This study aims to assess the …

Shoreline delineation from synthetic aperture radar (SAR) imagery for high and low tidal states in data-deficient Niger Delta region

EC Dike, AK Oyetunji, CV Amaechi - Journal of Marine Science and …, 2023 - mdpi.com
Satellite image analysis is a potentially powerful tool for monitoring coastal shoreline
positions. This study explores the use of multi-temporal, dual-polarised Sentinel-1 GRD …

QGIS shoreline change analysis tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS

LP Facun, MYS Maria, R Ducao, JJ Clemente… - … Modelling & Software, 2025 - Elsevier
Coastal erosion poses a significant threat to most coastal communities. This necessitates a
better understanding of coastal erosion dynamics, and thus, shoreline change analysis …

Coastal vulnerability assessment using the machine learning tree-based algorithms modeling in the north coast of Java, Indonesia

F Yulianto, M Wibowo, A Yananto, DHF Perdana… - Earth Science …, 2023 - Springer
The north coast of Java is the center of economic activity in Indonesia. This area is dynamic
and sensitive to various geo-bio-physical aspects. Therefore, a vulnerability study in this …

[HTML][HTML] A vector-based coastline shape classification approach using sequential deep learning model

A Gao, T Ai, H Yu, T Xiao, Y Chen, J Li… - International Journal of …, 2024 - Elsevier
Coastlines play a crucial role in coastal dynamics, and classifying their shape is an essential
requirement for coastal analysis. With the development of Coastal Management Systems …

Riva (İstanbul) kıyılarında doğal ve antropojenik etkenlerle değişen kıyı çizgisinin DSAS aracı ile analizi

M Uzun - Jeomorfolojik Araştırmalar Dergisi, 2023 - dergipark.org.tr
Kıyılar, doğal dinamik süreçler ve kıyıya yapılan antropojenik müdahalelerle farklı
değişimlere uğramaktadır. Kıyı çizgisinde meydana gelen değişimler, kıyıların dinamik …