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References from Shoreline Change Prediction: A Systematic Review of Multidisciplinary Approaches for Sustainable Coastal Management and Climate Resilience. Local targets link to admitted publications; unresolved targets remain external evidence.
Challenges and opportunities in predicting Future Beach evolution: A review of processes, remote sensing, and modeling approaches
10.3390/rs17193360 · 2025 · External reference
Landsat: Building a strong future
10.1016/j.rse.2011.09.022 · 2012 · External reference
Future coastal population growth and exposure to sea-level rise and coastal flooding—A global assessment
10.1371/journal.pone.0118571 · 2015 · External reference
Numerical modeling of Vadose zone electrical resistivity to evaluate its hydraulic parameters
10.1007/s13201-023-02024-y · 2023 · External reference
10.1175/bams-d-18-0189.1
10.1175/bams-d-18-0189.1 · External reference
A comprehensive investigation of event-based rainfall analysis in arid and semi-arid climates: An integration of innovative storm volume-duration-frequency (SVDF) schemes and event-based dimensionless hyetographs (EDH)
10.1016/j.jhydrol.2025.132959 · 2025 · External reference
Event-based rainfall dynamics and storm frequency in arid and semi-arid climates: An innovative standardized approach for rainstorm analysis
10.1016/j.jhydrol.2025.133231 · 2025 · External reference
10.1126/science.1109454
10.1126/science.1109454 · External reference
Representing the function and sensitivity of coastal interfaces in earth system models
10.1038/s41467-020-16236-2 · 2020 · External reference
10.1038/516031a
10.1038/516031a · External reference
Per- and polyfluoroalkyl substances (PFAS) in urbanized coastal zones: Spatiotemporal distribution, phase partitioning dynamics, and risk assessment in Shenzhen, China
10.1016/j.envint.2025.109956 · 2025 · External reference
The state of the world’s beaches
10.1038/s41598-018-24630-6 · 2018 · External reference
Global long-term observations of coastal erosion and accretion
10.1038/s41598-018-30904-w · 2018 · External reference
Geospatial assessment of three decades of shoreline shifts and two decades of vegetation change in the grand Saloum transboundary wetland complex, Senegal-the Gambia
10.47191/ijcsrr/v8-i10-18 · 2025 · External reference
Modelling storm impacts on beaches, dunes and Barrier Islands
10.1016/j.coastaleng.2009.08.006 · 2009 · External reference
Development and validation of a three-dimensional morphological model
10.1016/j.coastaleng.2004.07.014 · 2004 · External reference
10.1016/j.earscirev.2019.04.022
10.1016/j.earscirev.2019.04.022 · External reference
A numerical model for the simulation of wave-induced erosion of floating icebergs: Implementation and validation against wave flume data
10.1016/j.joes.2025.05.004 · 2025 · External reference
Benchmarking satellite-derived shoreline mapping algorithms
10.1038/s43247-023-01001-2 · 2023 · External reference
Conceptual prediction of harbor sedimentation quantities using AI approaches to support integrated coastal structures management
10.1016/j.joes.2022.06.005 · 2025 · External reference
Application of soft computing techniques in coastal study – A review
10.1016/j.joes.2016.06.004 · 2016 · External reference
10.1016/j.jcp.2018.10.045
10.1016/j.jcp.2018.10.045 · External reference
Toward an AI-enhanced hydro-Morphodynamic model for nature-based solutions in coastal erosion mitigation
10.1016/j.apor.2024.104326 · 2025 · External reference
Harnessing artificial neural networks for coastal erosion prediction: A systematic review
10.1016/j.marpol.2025.106704 · 2025 · External reference
The PRISMA 2020 Statement: An updated guideline for reporting systematic reviews
10.1136/bmj.n71 · 2021 · External reference
10.3390/su14094895
10.3390/su14094895 · External reference
Multi-decadal spatiotemporal shoreline vulnerability assessment (1987–2025): Integrating erosion-accretion dynamics for disaster risk reduction across 90 coastal transects
10.1007/s11069-025-07716-z · 2025 · External reference
Morphodynamic variability of surf zones and beaches: A synthesis
10.1016/0025-3227(84)90008-2 · 1984 · External reference
Influence of storms on coastal retreat in SW Spain
10.2112/si70-033.1 · 2014 · External reference
10.1016/j.geomorph.2017.04.007
10.1016/j.geomorph.2017.04.007 · External reference
Contrasted influence of climate modes teleconnections to the interannual variability of coastal sea level components—Implications for statistical forecasts
10.1007/s00382-023-06771-1 · 2023 · External reference
Coastal vulnerability to climate change in China’s Bohai economic rim
10.1016/j.envint.2020.106359 · 2021 · External reference
Increase in Arctic coastal erosion and its sensitivity to warming in the twenty-first century
10.1038/s41558-022-01281-0 · 2022 · External reference
A harmonized framework to assess coastal erosion blending Copernicus marine data products and satellite imagery along Greek and Italian shorelines
10.3389/fenvs.2025.1602740 · 2025 · External reference
Statistical characterization of projected flooding and erosion processes for coastal management
10.3389/fmars.2025.1631047 · 2025 · External reference
Space geodesy: Subsidence and flooding in New Orleans
10.1038/441587a · 2006 · External reference
Linking rapid erosion of the Mekong River Delta to human activities
10.1038/srep14745 · 2015 · External reference
An enhanced transfer learning remote sensing inversion of coastal water quality: A case study of dissolved oxygen
10.1109/jstars.2025.3599644 · 2025 · External reference
1200 year Paleoecological record of Coral Community development from the Terrigenous inner shelf of the great barrier reef
10.1130/g24907a.1 · 2008 · External reference
Microbes in beach sands: Integrating environment, ecology and public health
10.1007/s11157-014-9340-8 · 2014 · External reference
Evaluating mangroves as nature-based solutions for coastal protection under current and Future Sea level rise scenarios
10.3389/fmars.2025.1526082 · 2025 · External reference
Vegetation-induced soil stabilization in coastal area: An example from a natural mangrove Forest
10.1016/j.catena.2022.106410 · 2022 · External reference
Nature-based engineering: A review on reducing coastal flood risk with mangroves
10.3389/fmars.2021.702412 · 2021 · External reference
Effectiveness of novel hybrid mangrove living shorelines is context dependent
10.1111/1365-2664.70037 · 2025 · External reference
Nature-based solutions implications for the eastern Amazon coastline: The role of mangrove in coastal protection
2025 · External reference
Polycyclic aromatic hydrocarbons (PAHs) pollution in mangrove ecosystems: Global synthesis and future research directions
10.1007/s11157-022-09625-0 · External reference
World’s largest dam removal reverses coastal erosion
10.1038/s41598-019-50387-7 · 2019 · External reference
A natural experiment reveals the impact of hydroelectric dams on the estuaries of tropical Rivers
10.1126/sciadv.aau9875 · 2019 · External reference
Doing nothing is no solution: Coastal erosion Management in Guardamar Del Segura (Spain)
10.1016/j.marpol.2024.106340 · 2024 · External reference
Impact of coastal land use on long-term shoreline change
10.1016/j.ocecoaman.2025.107583 · 2025 · External reference
Coastal survey data for Perranporth Beach and Start Bay in Southwest England (2006–2021)
10.1038/s41597-023-02131-0 · 2023 · External reference
An improved method for computing tidal datums
10.1016/j.coastaleng.2023.104354 · 2023 · External reference
Investigating spatiotemporal variation in tidal constituents along Bangladesh coast with harmonic analysis of high-resolution tidal data
10.1080/21664250.2025.2513089 · 2025 · External reference
Satellite-based shoreline detection along high-energy macrotidal coasts and influence of beach state
10.1016/j.margeo.2023.107082 · 2023 · External reference
Satellite optical imagery in coastal engineering
10.1016/j.coastaleng.2021.103919 · 2021 · External reference
Review of near-shore satellite derived bathymetry: Classification and account of five decades of coastal bathymetry research
10.1016/j.joes.2021.02.006 · 2021 · External reference
A review and meta-analysis of remote sensing data, GIS methods, materials and indices used for monitoring the coastline evolution over the last twenty years
10.1080/22797254.2021.1904293 · 2021 · External reference
Monitoring coastline dynamics using satellite remote sensing and geographic information systems: A review of global trends
2024 · External reference
The future of coastal monitoring through satellite remote sensing
10.1017/cft.2022.4 · 2023 · External reference
Application of satellite remote sensing in monitoring dissolved oxygen variabilities: A case study for coastal waters in Korea
10.1016/j.envint.2019.105301 · 2020 · External reference
10.1080/01431161.2024.2429784
10.1080/01431161.2024.2429784 · External reference
Remote sensing techniques for studying coastal ecosystems: An overview
2011 · External reference
A model integrating satellite-derived shoreline observations for predicting fine-scale shoreline response to waves and sea-level rise across large coastal regions
10.1029/2022jf006936 · 2023 · External reference
Mapping Australia’s dynamic coastline at mean sea level using three decades of Landsat imagery
10.1016/j.rse.2021.112734 · 2021 · External reference
A review of open remote sensing data with GIS, AI, and UAV support for shoreline detection and coastal erosion monitoring
10.3390/app15094771 · 2025 · External reference
10.3390/rs12142291
10.3390/rs12142291 · External reference
Analysis of Sentinel-2 image time series for enhancing satellite-derived bathymetry
10.1080/01490419.2025.2470705 · 2025 · External reference
To enhance sustainable development goal research, open up commercial satellite image archives
10.1073/pnas.2410246122 · 2025 · External reference
Using remote sensing data for calculating the coastal erosion in southern Thailand
2019 · External reference
Shoreline change from optical and Sar satellite imagery at macro-tidal estuarine, Cliffed open-coast and gravel pock-ET-beach environments
10.3390/jmse10050561 · 2022 · External reference
Synthetic aperture radar (SAR) for ocean: A review
10.1109/jstars.2023.3310363 · 2023 · External reference
Fusing Sentinel-1 and Sentinel-2 data with machine learning for large-scale detection of coastal erosion and accretion
10.1109/jstars.2025.3593626 · 2025 · External reference
Coastal observation through Cosmo-Skymed high-resolution SAR images
10.2112/si75-160.1 · 2016 · External reference
Remote sensing image interpretation for coastal zones: A review
10.3390/rs16244701 · 2024 · External reference
Emerging trends in topobathymetric LiDAR technology and mapping
10.1080/01431161.2023.2287564 · 2023 · External reference
Seamless nearshore topo-bathymetry reconstruction from Lidar scanners: A proof-of-concept based on a dedicated field experiment at duck
10.1016/j.coastaleng.2025.104748 · 2025 · External reference
Satellite-based multi-decadal shoreline change detection by integrating deep learning with DSAS: Eastern and southern coastal regions of peninsular Malaysia
10.3390/rs17193334 · 2025 · External reference
Low-cost UAV for high-resolution and large-scale coastal dune change monitoring using photogrammetry
10.3390/jmse7030063 · 2019 · External reference
On the operational use of UAVs for video-derived bathymetry
10.1016/j.coastaleng.2019.103527 · 2019 · External reference
Deriving nearshore bathymetry and waves characteristics from a single UAV video
10.1016/j.coastaleng.2025.104820 · 2025 · External reference
UBathy: A new approach for bathymetric inversion from video imagery
10.3390/rs11232722 · 2019 · External reference
Wave-derived coastal bathymetry from satellite video imagery: A showcase with Pleiades persistent mode
10.1016/j.rse.2019.111263 · 2019 · External reference
Updates to and performance of the Cbathy algorithm for estimating nearshore bathymetry from remote sensing imagery
10.3390/rs13193996 · 2021 · External reference
Use of machine learning and remote sensing techniques for shoreline monitoring: A review of recent literature
10.3390/app13053268 · 2023 · External reference
An overview of coastline extraction from remote sensing data
10.3390/rs15194865 · 2023 · External reference
10.2112/jcoastres-d-16-00056.1
10.2112/jcoastres-d-16-00056.1 · External reference
10.3390/rs12101611
10.3390/rs12101611 · External reference
The use of the normalized difference water index (NDWI) in the delineation of open water features
10.1080/01431169608948714 · 1996 · External reference
10.1007/s12145-023-01196-0
10.1007/s12145-023-01196-0 · External reference
Coastal tourism: Impact for built-up area growth and correlation to vegetation and water indices derived from Sentinel-2 remote sensing imagery
2022 · External reference
Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery
10.1080/01431160600589179 · 2006 · External reference
10.1016/j.rse.2013.08.029
10.1016/j.rse.2013.08.029 · External reference
Mapping coastal dynamics induced land use change in Sandwip Island, Bangladesh
10.3390/rs16244686 · 2024 · External reference
Remote sensing and GIS application in assessment of coastal vulnerability and shoreline changes: A review
10.1080/09715010.2019.1603086 · 2021 · External reference
Tracking annual changes of coastal tidal flats in China during 1986–2016 through analyses of Landsat images with Google earth engine
10.1016/j.rse.2018.11.030 · 2020 · External reference
Extracting shoreline from satellite imagery for GIS analysis
10.1007/s41976-019-00030-w · 2020 · External reference
Quantifying shoreline dynamics in the Indian Sundarban Delta with Google earth engine (GEE)-based automatic extraction approach
10.1007/s42965-023-00321-w · 2024 · External reference
Water body extraction from high spatial resolution remote sensing images based on enhanced U-net and multi-scale information fusion
10.1038/s41598-024-67113-7 · 2024 · External reference
Multispectral satellite imagery and machine learning for the extraction of shoreline indicators
10.1016/j.coastaleng.2022.104102 · 2022 · External reference
Coastline detection in satellite imagery: A deep learning approach on new benchmark data
10.1016/j.rse.2022.113044 · 2022 · External reference
Monitoring coastline variations in the Pearl River estuary from 1978 to 2018 by integrating canny edge detection and Otsu methods using long time series Landsat dataset
10.1016/j.catena.2021.105840 · 2022 · External reference
Automatic shoreline extraction and change detection: A study on the southeast coast of Bangladesh
10.1016/j.margeo.2021.106628 · 2021 · External reference
Shoreline analysis and extraction tool (SAET): A new tool for the automatic extraction of satellite-derived shorelines with subpixel accuracy
10.3390/rs15123198 · 2023 · External reference
Assessing the accuracy of Sentinel-2 instantaneous subpixel shorelines using synchronous UAV ground truth surveys
10.1016/j.rse.2022.113293 · 2022 · External reference
Shoreliner: A sub-pixel coastal waterline extraction pipeline for multi-spectral satellite optical imagery
10.3390/rs16152795 · 2024 · External reference
Mapping different types of shorelines from coarse-resolution imagery: Fuzzy classification method can deliver greater accuracy
2021 · External reference
Shoreline mapping: How do fuzzy sigmoidal, Bayesian, and Demspter-Shafer classifications perform for different types of coasts?
10.1080/2150704x.2018.1523583 · 2019 · External reference
Characterizing Beach changes using high-frequency Sentinel-2 derived shorelines on the Valencian coast (Spanish Mediterranean)
10.1016/j.scitotenv.2019.07.084 · 2019 · External reference
Automatic extraction of shorelines from Landsat TM and ETM+ multi-temporal images with subpixel precision
10.1016/j.rse.2012.02.024 · 2012 · External reference
Challenges and opportunities in coastal shoreline prediction
10.3389/fmars.2021.788657 · 2021 · External reference
10.1007/s12145-021-00714-2
10.1007/s12145-021-00714-2 · External reference
Shoreline change assessment using DSAS technique: A case study on the coast of Meriç Delta (NW Türkiye)
2023 · External reference
End point rate tool for QGIS (EPR4Q): Validation using DSAS and AMBUR
10.3390/ijgi10030162 · 2021 · External reference
Coastal transgression and regression from 1980 to 2020 and shoreline forecasting for 2030 and 2040, using DSAS along the southern coastal tip of peninsular India
10.1016/j.geog.2022.04.004 · 2022 · External reference
Quantify relation of SLR and changes along Karawang coastal: GIS and statistical model utilization
2025 · External reference
Monitoring long-term shoreline changes along Yanbu, Kingdom of Saudi Arabia using remote sensing and GIS techniques
10.1080/16583655.2020.1773623 · 2020 · External reference
Improved geospatial analysis of shoreline modification using a weighted-average-based novel formulation
10.1002/esp.5522 · 2023 · External reference
10.1007/s12524-024-01833-1
10.1007/s12524-024-01833-1 · External reference
Assessing the shoreline dynamics on Kuakata, coastal area of Bangladesh: A GIS- and RS-based approach
2023 · External reference
Performance study of imageries from MODIS, Landsat 8 and Sentinel-2 on measuring shoreline change at regional scale
2022 · External reference
Machine learning-based shoreline analysis and prediction: Assessing erosion patterns and future changes using remote sensing and GIS techniques
10.1016/j.jsames.2025.105664 · 2025 · External reference
Shoreline change analysis with deep learning semantic segmentation using remote sensing and GIS data
10.1007/s12205-023-1604-9 · 2024 · External reference
QGIS shoreline change analysis tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS
10.1016/j.envsoft.2024.106263 · 2025 · External reference
PyShoreVolume 1.0.0: A python based shoreline change and beach volumetric change analysis tool
10.1016/j.cageo.2024.105591 · 2024 · External reference
Open digital shoreline analysis system: ODSAS v1.0
10.3390/jmse10010026 · 2022 · External reference
Free and open-source software for geographic information system on coastal management: A study case of sea-level rise in southern Brazil
2021 · External reference
Coastal dynamics analyzer (CDA): A QGIS plugin for transect based analysis of coastal erosion
2024 · External reference
Improving Esri Arcgis performance of coastal and seafloor analyses with the python multiprocessing module
10.2112/jcoastres-d-21-00026.1 · 2021 · External reference
ArcOLITIRS: A toolbox for radiometric calibration and surface temperature estimation from Landsat 8 products in ArcGIS environment
10.1007/s12524-022-01636-2 · 2023 · External reference
Automatic extraction of Kuala Terengganu coastline using Google Earth Engine (GEE) by automated water extraction index (AWEI)
10.1088/1755-1315/1412/1/012016 · 2024 · External reference
First test of agisoft metashape satellite image processing for DSM generation: A case study in trento with Pléiades imagery
2020 · External reference
Beach leveling using a remotely piloted aircraft system (Rpas): Problems and solutions
2021 · External reference
Open-source vs. commercial photogrammetry: Comparing accuracy and efficiency of OpenDroneMap and Agisoft metashape
10.5194/isprs-archives-xlviii-1-w4-2025-65-2025 · 2025 · External reference
Monitoring land degradation dynamics to support landscape restoration actions in remote areas of the Mediterranean Basin (Murcia region, Spain)
10.3390/s23062947 · 2023 · External reference
Subpixel accuracy of shoreline monitoring using developed Landsat series and Google earth engine technique
2024 · External reference
Shoreline dynamics using cloud platform and remote sensing: A case of Maharashtra Coast, India
2025 · External reference
10.5194/essd-16-5311-2024
10.5194/essd-16-5311-2024 · External reference
A simple, fully automated shoreline detection algorithm for high-resolution multi-spectral imagery
10.3390/rs14030557 · 2022 · External reference
Multisensor data fusion for coastal boundary detection by res-U-net implementation using high-resolution UAV imagery
10.1109/jstars.2025.3584853 · 2025 · External reference
HED-UNet: Combined segmentation and edge detection for monitoring the Antarctic coastline
10.1109/tgrs.2021.3064606 · 2022 · External reference
Towards a global assessment of Sandy shorelines: Systematic extraction and validation of optical satellite-derived coastal indicators at various sites
10.1016/j.rse.2025.115033 · 2025 · External reference
A python toolkit to monitor Sandy shoreline change using high-resolution PlanetScope Cubesats
10.1016/j.envsoft.2022.105512 · 2022 · External reference
CoastSnap: A global citizen science program to monitor changing coastlines
10.1016/j.csr.2022.104796 · 2022 · External reference
Improved XBeach model and its application in Coastal Beach evolution under wave action
10.1080/21664250.2023.2282286 · 2023 · External reference
Delft3D as a tool for living shoreline design selection by coastal managers
10.3389/fbuil.2022.926662 · 2022 · External reference
The initial morphological response of the sand engine: A process-based modelling study
10.1016/j.coastaleng.2016.09.005 · 2017 · External reference
10.1061/9780784484258.035
10.1061/9780784484258.035 · External reference
A unified, data-informed model for shoreline evolution due to longshore and cross-shore processes
10.1029/2025jc022379 · 2025 · External reference
Modelling of bed sediment composition changes at the lower Shoreface of the sand motor
10.1016/j.coastaleng.2017.11.007 · 2018 · External reference
Cross-shore sediment transport for modeling long-term shoreline evolution. J. Waterw. Port, coastal
2021 · External reference
Shore evolution modeling—Zohr plant case study
2021 · External reference
A nearshore evolution model for Sandy coasts: IH-LANSloc
10.1016/j.envsoft.2023.105827 · 2023 · External reference
Enhanced coastal shoreline modeling using an ensemble Kalman filter to include nonstationarity in future wave climates
10.1029/2020gl090724 · 2020 · External reference
Parameter uncertainty in medium-term coastal Morphodynamic modeling
10.1038/s41598-025-02300-8 · 2025 · External reference
Mapping shoreline change using machine learning: A case study from the eastern Indian coast
10.1007/s11600-020-00454-9 · 2020 · External reference
On the use of convolutional deep learning to predict shoreline change
10.5194/esurf-11-1145-2023 · 2023 · External reference
A transformer model for coastline prediction in Weitou Bay, China
10.3390/rs15194771 · 2023 · External reference
On the role of hydrodynamic and morphologic variables on neural network prediction of shoreline dynamics
10.1016/j.geomorph.2024.109084 · 2024 · External reference
Combining process-based and data-driven approaches to forecast beach and dune change
10.1016/j.envsoft.2022.105404 · 2022 · External reference
Model complexity of deep learning: A survey
10.1007/s10115-021-01605-0 · 2021 · External reference
10.1038/s42254-021-00314-5
10.1038/s42254-021-00314-5 · External reference
Integrating a multi-variable scenario with attention-LSTM model to forecast long-term Coastal Beach erosion
10.1016/j.scitotenv.2024.176257 · 2024 · External reference
Geoinformatics and machine learning for shoreline change monitoring: A 35-year analysis of coastal erosion in the upper gulf of Thailand
10.3390/ijgi14020094 · 2025 · External reference
Prediction of coastline evolution using remote sensing and deep learning approach; case study of the northwest of the Persian Gulf
10.1016/j.margeo.2024.107472 · 2025 · External reference
Comparative analysis of machine learning and deep learning methods for coastal erosion susceptibility mapping
10.1007/s12145-024-01587-x · 2025 · External reference
10.5194/nhess-22-3897-2022
10.5194/nhess-22-3897-2022 · External reference
Influence of El Niño on the variability of global shoreline position
10.1038/s41467-023-38742-9 · 2023 · External reference
Integrating water evaluation and adaptation planning with enhanced sustainable development goals impact assessment for sustainable irrigation optimization in water stressed agricultural basin
10.1016/j.agwat.2026.110132 · 2026 · External reference
Unresolved reference
External reference
Mapping shoreline position using airborne laser altimetry
10.2112/1551-5036(2004)20[884:mspual]2.0.co;2 · 2004 · External reference
LIDAR-derived national shoreline: Empirical and stochastic uncertainty analyses
10.2112/si_62_7 · 2011 · External reference
Estimation of shoreline position and change using airborne topographic Lidar data
2002 · External reference
Multispectral light detection and ranging technology and applications: A review
10.3390/s24051669 · 2024 · External reference
Analysis of shoreline change along the coast of Rembang, Indonesia, using digital shoreline analysis system
2024 · External reference
Assessment of spatio-temporal empirical forecasting performance of future shoreline positions
10.3390/rs14246364 · 2022 · External reference
Assessment and forecast of shoreline change using geo-spatial techniques in the Gulf of California
10.3390/land12040782 · 2023 · External reference
Rapid detection of changes in the riverbanks of Laigiang River of the south central coast Vietnam: A methodology based on digital shoreline analysis system and Sentinel-2
10.25303/1411da1324 · 2021 · External reference
