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A Circum-Arctic Monitoring Framework for Quantifying Annual Erosion Rates of Permafrost Coasts

https://doi.org/10.3390/rs15030818
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/2017jf004326openalex-snapshot
Variability in Rates of Coastal Change Along the Yukon Coast, 1951 to 2015
inferredcites →https://doi.org/10.1002/2017jg004166openalex-snapshot
Coastal Erosion of Permafrost Soils Along the Yukon Coastal Plain and Fluxes of Organic Carbon to the Canadian Beaufort Sea
inferredcites →https://doi.org/10.1002/ppp.1914openalex-snapshot
Remote Sensing of Landscape Change in Permafrost Regions
inferredcites →https://doi.org/10.1002/ppp.619openalex-snapshot
Remote sensing of permafrost‐related problems and hazards
inferredcites →https://doi.org/10.1002/ppp.689openalex-snapshot
Permafrost thermal state in the polar Northern Hemisphere during the international polar year 2007–2009: a synthesis
inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-snapshot
U-Net: Convolutional Networks for Biomedical Image Segmentation
inferredcites →https://doi.org/10.1007/978-3-642-02020-9openalex-snapshot
Remote Sensing with Imaging Radar
inferredcites →https://doi.org/10.1007/s12237-010-9362-6openalex-snapshot
The Arctic Coastal Dynamics Database: A New Classification Scheme and Statistics on Arctic Permafrost Coastlines
inferredcites →https://doi.org/10.1007/s12237-015-0046-0openalex-snapshot
Erosion and Flooding—Threats to Coastal Infrastructure in the Arctic: A Case Study from Herschel Island, Yukon Territory, Canada
inferredcites →https://doi.org/10.1016/j.coldregions.2014.03.003openalex-snapshot
Landfast sea ice extent in the Chukchi and Beaufort Seas: The annual cycle and decadal variability
inferredcites →https://doi.org/10.1016/j.geomorph.2016.02.014openalex-snapshot
Coastal erosion and mass wasting along the Canadian Beaufort Sea based on annual airborne LiDAR elevation data
inferredcites →https://doi.org/10.1016/j.gloplacha.2006.07.018openalex-snapshot
The GLIMS geospatial glacier database: A new tool for studying glacier change
inferredcites →https://doi.org/10.1016/j.gloplacha.2011.03.004openalex-snapshot
Processes and impacts of Arctic amplification: A research synthesis
inferredcites →https://doi.org/10.1016/j.margeo.2018.07.007openalex-snapshot
Temporal and spatial variability in coastline response to declining sea-ice in northwest Alaska
inferredcites →https://doi.org/10.1016/j.rse.2015.07.019openalex-snapshot
Distribution of near-surface permafrost in Alaska: Estimates of present and future conditions
inferredcites →https://doi.org/10.1016/j.rse.2017.05.021openalex-snapshot
Progress in space-borne studies of permafrost for climate science: Towards a multi-ECV approach
inferredcites →https://doi.org/10.1016/s0305-0483(99)00019-5openalex-snapshot
Data quality in neural network models: effect of error rate and magnitude of error on predictive accuracy
inferredcites →https://doi.org/10.1029/2005jc003384openalex-snapshot
Sea ice remote sensing using AMSR‐E 89‐GHz channels
inferredcites →https://doi.org/10.1029/2008gl034791openalex-snapshot
Sea ice drift in the Arctic since the 1950s
inferredcites →https://doi.org/10.1029/2009gl037820openalex-snapshot
A sea ice free summer Arctic within 30 years?
inferredcites →https://doi.org/10.1029/2012gl052868openalex-snapshot
A sea ice free summer Arctic within 30 years: An update from CMIP5 models
inferredcites →https://doi.org/10.1029/2019gl084303openalex-snapshot
Rapid CO 2 Release From Eroding Permafrost in Seawater
inferredcites →https://doi.org/10.1029/2019rg000652openalex-snapshot
Space‐Based Observations for Understanding Changes in the Arctic‐Boreal Zone
inferredcites →https://doi.org/10.1038/499401aopenalex-snapshot
Vast costs of Arctic change
inferredcites →https://doi.org/10.1038/nature11392openalex-snapshot
Activation of old carbon by erosion of coastal and subsea permafrost in Arctic Siberia
inferredcites →https://doi.org/10.1038/nature14338openalex-snapshot
Climate change and the permafrost carbon feedback
inferredcites →https://doi.org/10.1038/nclimate2848openalex-snapshot
Mapping the future expansion of Arctic open water
inferredcites →https://doi.org/10.1038/nclimate3188openalex-snapshot
Collapsing Arctic coastlines
inferredcites →https://doi.org/10.1038/ngeo2234openalex-snapshot
Recent Arctic amplification and extreme mid-latitude weather
inferredcites →https://doi.org/10.1038/s41467-018-08240-4openalex-snapshot
Permafrost is warming at a global scale
inferredcites →https://doi.org/10.1038/s41467-020-20470-zopenalex-snapshot
Around one third of current Arctic Ocean primary production sustained by rivers and coastal erosion
inferredcites →https://doi.org/10.1038/s41467-022-34386-3openalex-snapshot
Sea-level rise will likely accelerate rock coast cliff retreat rates
inferredcites →https://doi.org/10.1038/s41558-022-01281-0openalex-snapshot
Increase in Arctic coastal erosion and its sensitivity to warming in the twenty-first century
inferredcites →https://doi.org/10.1038/s43017-021-00232-1openalex-snapshot
Drivers, dynamics and impacts of changing Arctic coasts
inferredcites →https://doi.org/10.1038/s43247-021-00183-xopenalex-snapshot
Arctic open-water periods are projected to lengthen dramatically by 2100
inferredcites →https://doi.org/10.1080/01431161.2011.636081openalex-snapshot
Google Earth as a virtual globe tool for Earth science applications at the global scale: progress and perspectives
inferredcites →https://doi.org/10.1080/07421222.1993.11517988openalex-snapshot
Comparing the Modeling Performance of Regression and Neural Networks as Data Quality Varies: A Business Value Approach
inferredcites →https://doi.org/10.1088/1748-9326/11/3/034014openalex-snapshot
Biomass offsets little or none of permafrost carbon release from soils, streams, and wildfire: an expert assessment
inferredcites →https://doi.org/10.1088/1748-9326/aae471openalex-snapshot
A decade of remotely sensed observations highlight complex processes linked to coastal permafrost bluff erosion in the Arctic
inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot
Rethinking the Inception Architecture for Computer Vision
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.634openalex-snapshot
Aggregated Residual Transformations for Deep Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00745openalex-snapshot
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.1109/jstars.2018.2833382openalex-snapshot
DeepUNet: A Deep Fully Convolutional Network for Pixel-Level Sea-Land Segmentation
inferredcites →https://doi.org/10.1109/lgrs.2010.2068537openalex-snapshot
Change Vector Analysis in Posterior Probability Space: A New Method for Land Cover Change Detection
inferredcites →https://doi.org/10.1109/lgrs.2016.2637439openalex-snapshot
SeNet: Structured Edge Network for Sea–Land Segmentation
inferredcites →https://doi.org/10.1109/tgrs.2021.3064606openalex-snapshot
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
inferredcites →https://doi.org/10.1109/tmi.2019.2959609openalex-snapshot
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
inferredcites →https://doi.org/10.1111/j.1365-3121.1996.tb00739.xopenalex-snapshot
A consistent map of the postglacial uplift of Fennoscandia
inferredcites →https://doi.org/10.1111/tgis.12073openalex-snapshot
A Comprehensive Framework for Intrinsic OpenStreetMap Quality Analysis
inferredcites →https://doi.org/10.1144/sp388.13openalex-snapshot
Coastal changes in the Arctic
inferredcites →https://doi.org/10.1145/1869790.1869875openalex-snapshot
Towards quality metrics for OpenStreetMap
inferredcites →https://doi.org/10.1155/2020/1245924openalex-snapshot
PLANET: Improved Convolutional Neural Networks with Image Enhancement for Image Classification
inferredcites →https://doi.org/10.1175/jcli-d-12-00341.1openalex-snapshot
Diagnosing Present and Future Permafrost from Climate Models
inferredcites →https://doi.org/10.1525/elementa.191openalex-snapshot
Projected sea surface temperatures over the 21st century: Changes in the mean, variability and extremes for large marine ecosystem regions of Northern Oceans
inferredcites →https://doi.org/10.1609/aaai.v31i1.11231openalex-snapshot
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
inferredcites →https://doi.org/10.3389/feart.2022.962208openalex-snapshot
ArcticBeach v1.0: A physics-based parameterization of pan-Arctic coastline erosion
inferredcites →https://doi.org/10.3389/fenvs.2020.00143openalex-snapshot
Feasibility Study for the Application of Synthetic Aperture Radar for Coastal Erosion Rate Quantification Across the Arctic
inferredcites →https://doi.org/10.3390/rs10091481openalex-snapshot
Dynamics of Permafrost Coasts of Baydaratskaya Bay (Kara Sea) Based on Multi-Temporal Remote Sensing Data
inferredcites →https://doi.org/10.3390/rs11212529openalex-snapshot
Automated Extraction of Antarctic Glacier and Ice Shelf Fronts from Sentinel-1 Imagery Using Deep Learning
inferredcites →https://doi.org/10.3390/rs14030589openalex-snapshot
Remote Sensing Analysis of Erosion in Arctic Coastal Areas of Alaska and Eastern Siberia
inferredcites →https://doi.org/10.3390/rs14153656openalex-snapshot
Automated Extraction of Annual Erosion Rates for Arctic Permafrost Coasts Using Sentinel-1, Deep Learning, and Change Vector Analysis
inferredcites →https://doi.org/10.3390/rs70709431openalex-snapshot
Sentinel-1A Product Geolocation Accuracy: Commissioning Phase Results
inferredcites →https://doi.org/10.3390/rs8120979openalex-snapshot
Land Cover Mapping in Northern High Latitude Permafrost Regions with Satellite Data: Achievements and Remaining Challenges
inferredcites →https://doi.org/10.3390/rs9060607openalex-snapshot
Sentinel-1A/B Combined Product Geolocation Accuracy
inferredcites →https://doi.org/10.5194/bg-10-4297-2013openalex-snapshot
Short- and long-term thermo-erosion of ice-rich permafrost coasts in the Laptev Sea region
inferredcites →https://doi.org/10.5194/nhess-5-527-2005openalex-snapshot
Remote sensing of glacier- and permafrost-related hazards in high mountains: an overview
inferredcites →https://doi.org/10.5285/c7590fe40d8e44169d511c70a60ccbccopenalex-snapshot
ESA Permafrost Climate Change Initiative (Permafrost_cci): Permafrost Extent for the Northern Hemisphere, v1.0

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4680424openalex-extracted
Spaceborne Insar and Optical Observations Improve Uncertainty Estimation in 3d Geomorphic Change Detection Using High-Resolution Topography
inferred← citeshttps://doi.org/10.1016/j.geomorph.2025.109914openalex-snapshot
Leveraging multi-decadal, multi-modal high-resolution optical imagery towards automated Arctic coastal erosion monitoring with deep learning
inferred← citeshttps://doi.org/10.1016/j.rse.2025.114696openalex-snapshot
Unveiling coastal change across the Arctic with full Landsat collections and data fusion
inferred← citeshttps://doi.org/10.3390/geosciences15090331openalex-snapshot
Artificial Intelligence in Geomorphology: A Bibliometric Analysis of Trends, Techniques, and Global Research Patterns
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