Multispectral satellite imagery and machine learning for the extraction of shoreline indicators

E McAllister, A Payo, A Novellino, T Dolphin… - Coastal …, 2022 - Elsevier
Abstract Analysis of shoreline change is fundamental to a broad range of investigations
undertaken by coastal scientists, coastal engineers, and coastal managers. Multispectral …

An overview of shoreline mapping by using airborne LiDAR

J Wang, L Wang, S Feng, B Peng, L Huang… - Remote Sensing, 2023 - mdpi.com
Since the shorelines are important geographical boundaries, monitoring shoreline change
plays an important role in integrated coastal management. With the evolution of remote …

Combining remote sensing analysis with machine learning to evaluate short-term coastal evolution trend in the shoreline of Venice

S Fogarin, M Zanetti, MK Dal Barco, F Zennaro… - Science of The Total …, 2023 - Elsevier
With increasing storminess and incessant sea-level rise, coastal erosion is becoming a
primary issue along many littorals in the world. To cope with present and future climate …

Assessing the accuracy of Sentinel-2 instantaneous subpixel shorelines using synchronous UAV ground truth surveys

N Pucino, DM Kennedy, M Young… - Remote Sensing of …, 2022 - Elsevier
Due to recent technological advancements in the field of cloud-based satellite remote
sensing, the barriers to global analysis ready dataset access and processing have lowered …

Improved PSPNet-based water shoreline detection in complex inland river scenarios

Y Yin, Y Guo, L Deng, B Chai - Complex & Intelligent Systems, 2023 - Springer
The water shoreline is essential for unmanned surface vessels (USVs) to navigate
autonomously. Many existing traditional water shoreline detections approaches not only fail …

Comparison of thresholding methods for shoreline extraction from Sentinel-2 and Landsat-8 imagery: Extreme Lake Salda, track of Mars on Earth

M Karaman - Journal of Environmental Management, 2021 - Elsevier
Lake Salda's extreme environment is geologically similar to Jezero Crater paleolake on
Mars due to the formation of stromatolites and its extremely alkaline and cold water. It is …

The future of coastal monitoring through satellite remote sensing

S Vitousek, D Buscombe, K Vos, PL Barnard… - Cambridge Prisms …, 2023 - cambridge.org
Satellite remote sensing is transforming coastal science from a “data-poor” field into a “data-
rich” field. Sandy beaches are dynamic landscapes that change in response to long-term …

Remote data for mapping and monitoring coastal phenomena and parameters: A systematic review

RM Cavalli - Remote Sensing, 2024 - mdpi.com
Since 1971, remote sensing techniques have been used to map and monitor phenomena
and parameters of the coastal zone. However, updated reviews have only considered one …

An Overview of Coastline Extraction from Remote Sensing Data

X Zhou, J Wang, F Zheng, H Wang, H Yang - Remote Sensing, 2023 - mdpi.com
The coastal zone represents a unique interface between land and sea, and addressing the
ecological crisis it faces is of global significance. One of the most fundamental and effective …

[HTML][HTML] Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

C Chen, C Zhang, B Tian, W Wu, Y Zhou - ISPRS Journal of …, 2023 - Elsevier
Intertidal mudflats are an important component of the coastal geomorphological system at
the interface between ocean and land. Accurate and up-to-date mapping of intertidal …