An ensemble deep learning based shoreline segmentation approach (WaterNet) from Landsat 8 OLI images

F Erdem, B Bayram, T Bakirman, OC Bayrak… - Advances in Space …, 2021 - Elsevier
Shorelines constantly vary due to natural, urbanization and anthropogenic effects such as
global warming, population growth, and environmental pollution. Sustainable monitoring of …

Critical review on deep learning methodologies employed for water-body segmentation through remote sensing images

S Gautam, J Singhai - Multimedia Tools and Applications, 2024 - Springer
In remote sensing along with image interpretation, water body segmentation (WBS) is a
significant problem. Over the course of a long period of time, the researchers have been …

Shoreline extraction in SAR image based on advanced geometric active contour model

X Wei, W Zheng, C Xi, S Shang - Remote Sensing, 2021 - mdpi.com
Rapid and accurate extraction of shoreline is of great significance for the use and
management of sea area. Remote sensing has a strong ability to obtain data and has …

[HTML][HTML] DLRW: Dual-Link Weight Random Walk Model for Aquaculture Boundary Extraction by Single-Polarized SAR Imagery

D Song, C Zhu, J Tao, X Shi, X Wang - Remote Sensing, 2023 - mdpi.com
Coastal aquaculture is undertaken in shallow and usually sheltered waters along the coast,
delineated by aquaculture ponds. Illegal usage of coastal aquaculture can lead to conflicts …

Using Cross-Mission SAR Data for a Multidecadal Coastline Change Monitoring and Assessing the Influences of SAR-Related Factors

YLS Tsai - IEEE Journal of Oceanic Engineering, 2024 - ieeexplore.ieee.org
Conservation of estuarine blue carbon (BC) environments has been a vital issue due to their
carbon sequestration capacity and ecosystem services. Thus, these habitats are included in …

Water-body Segmentation in Heterogeneous Hydrodynamic and Morphodynamic Structured Coastal Areas by Machine Learning

İ Gümüşçü, F Altaş, B Türkekul, HA Kaya… - … of Environment and …, 2023 - dergipark.org.tr
Coastal areas constitute the most important part of the world when considered in terms of
their socio-economic and natural values. Measuring and monitoring the coastal areas …

Clustering-Based Method for Automatic Shoreline Extraction from Landsat and Sentinel-2 Satellite Imagery in South Maldives

M Vuthy, S Ichikawa, S Tokunaga, S Onaka - International Conference on …, 2023 - Springer
For small and low-lying countries, having a thorough understanding of shoreline's position
and how it changed over the years is essential for effective coastal conservation …