Google earth engine cloud computing platform for remote sensing big data applications: A comprehensive review
M Amani, A Ghorbanian, SA Ahmadi… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Remote sensing (RS) systems have been collecting massive volumes of datasets for
decades, managing and analyzing of which are not practical using common software …
decades, managing and analyzing of which are not practical using common software …
Google Earth Engine and artificial intelligence (AI): a comprehensive review
Remote sensing (RS) plays an important role gathering data in many critical domains (eg,
global climate change, risk assessment and vulnerability reduction of natural hazards …
global climate change, risk assessment and vulnerability reduction of natural hazards …
[HTML][HTML] CoastSat: A Google Earth Engine-enabled Python toolkit to extract shorelines from publicly available satellite imagery
CoastSat is an open-source software toolkit written in Python that enables the user to obtain
time-series of shoreline position at any sandy coastline worldwide from 30+ years (and …
time-series of shoreline position at any sandy coastline worldwide from 30+ years (and …
[HTML][HTML] Mapping Australia's dynamic coastline at mean sea level using three decades of Landsat imagery
Accurate, robust and consistent coastline mapping is critical for characterising and
managing coastal change. Satellite earth observation provides an unparalleled source of …
managing coastal change. Satellite earth observation provides an unparalleled source of …
Multispectral satellite imagery and machine learning for the extraction of shoreline indicators
Abstract Analysis of shoreline change is fundamental to a broad range of investigations
undertaken by coastal scientists, coastal engineers, and coastal managers. Multispectral …
undertaken by coastal scientists, coastal engineers, and coastal managers. Multispectral …
Coastline extraction using remote sensing: A review
W Sun, C Chen, W Liu, G Yang, X Meng… - GIScience & Remote …, 2023 - Taylor & Francis
Coastlines are important basic geographic elements and mapping their spatial and attribute
changes can help monitor, model and manage coastal zones. Traditional studies focused on …
changes can help monitor, model and manage coastal zones. Traditional studies focused on …
Beach nourishment has complex implications for the future of sandy shores
Beach nourishment—the addition of sand to increase the width or sand volume of the beach—
is a widespread coastal management technique to counteract coastal erosion. Globally …
is a widespread coastal management technique to counteract coastal erosion. Globally …
Benchmarking satellite-derived shoreline mapping algorithms
Satellite remote sensing is becoming a widely used monitoring technique in coastal
sciences. Yet, no benchmarking studies exist that compare the performance of popular …
sciences. Yet, no benchmarking studies exist that compare the performance of popular …
Coastline detection in satellite imagery: A deep learning approach on new benchmark data
C Seale, T Redfern, P Chatfield, C Luo… - Remote Sensing of …, 2022 - Elsevier
Detailed and up-to-date coastline morphology data underpins our understanding of
coastline change over time. The development of an automated and scalable coastline …
coastline change over time. The development of an automated and scalable coastline …
Satellite-derived shoreline detection at a high-energy meso-macrotidal beach
Publicly available satellite imagery can now provide multi-decadal time series of shoreline
data from local to global scale, enabling analysis of sandy beach shoreline variability across …
data from local to global scale, enabling analysis of sandy beach shoreline variability across …