On the public citation graph

Utilizing Machine Learning to Detect Thaw Pond Change in Landscape Satellite Imagery: A Case Study from Nome, Alaska

https://doi.org/10.2139/ssrn.6831669
0 signed · 22 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/2014jg002778openalex-snapshot
Disappearing Arctic tundra ponds: Fine‐scale analysis of surface hydrology in drained thaw lake basins over a 65 year period (1948–2013)
inferredcites →https://doi.org/10.1002/lno.11349openalex-snapshot
Ontogenic succession of thermokarst thaw ponds is linked to dissolved organic matter quality and microbial degradation potential
inferredcites →https://doi.org/10.1007/s10584-005-5352-2openalex-snapshot
Evidence and Implications of Recent Climate Change in Northern Alaska and Other Arctic Regions
inferredcites →https://doi.org/10.1007/s13753-023-00504-yopenalex-snapshot
Automatic Identification of Thaw Slumps Based on Neural Network Methods and Thaw Slumping Susceptibility
inferredcites →https://doi.org/10.1016/j.envsci.2025.104178openalex-snapshot
Embodying the impact of climate change for decision makers using augmented reality (AR): A case study of climate-threatened cultural heritage sites in Western Alaska
inferredcites →https://doi.org/10.1016/j.gloenvcha.2008.01.004openalex-snapshot
Freshwater vulnerabilities and resilience on the Seward Peninsula: Integrating multiple dimensions of landscape change
inferredcites →https://doi.org/10.1016/j.rse.2015.07.001openalex-snapshot
Landsat-based mapping of thermokarst lake dynamics on the Tuktoyaktuk Coastal Plain, Northwest Territories, Canada since 1985
inferredcites →https://doi.org/10.1016/j.sftr.2025.100762openalex-snapshot
Vernacular Infrastructure: a hidden cost in the economics of climate change and permafrost thaw in Alaska
inferredcites →https://doi.org/10.1038/ngeo2654openalex-snapshot
Large contribution to inland water CO2 and CH4 emissions from very small ponds
inferredcites →https://doi.org/10.1038/s41467-018-07557-4openalex-snapshot
Degrading permafrost puts Arctic infrastructure at risk by mid-century
inferredcites →https://doi.org/10.1038/s41467-018-07663-3openalex-snapshot
Remote sensing quantifies widespread abundance of permafrost region disturbances across the Arctic and Subarctic
inferredcites →https://doi.org/10.1038/s41561-023-01128-zopenalex-snapshot
Diminishing lake area across the northern permafrost zone
inferredcites →https://doi.org/10.1080/01431161.2020.1752954openalex-snapshot
Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau
inferredcites →https://doi.org/10.1080/22797254.2022.2163923openalex-snapshot
A machine learning method for Arctic lakes detection in the permafrost areas of Siberia
inferredcites →https://doi.org/10.1088/1748-9326/abd270openalex-snapshot
Landsat-based lake distribution and changes in western Alaska permafrost regions between the 1970s and 2010s
inferredcites →https://doi.org/10.1109/ecti-con49241.2020.9158105openalex-snapshot
Infrared Normalized Difference Vegetation Index for Sentinel-2A Imagery
inferredcites →https://doi.org/10.1109/jstars.2022.3213192openalex-snapshot
MeltPondNet: A Swin Transformer U-Net for Detection of Melt Ponds on Arctic Sea Ice
inferredcites →https://doi.org/10.1126/science.1108142openalex-snapshot
Disappearing Arctic Lakes
inferredcites →https://doi.org/10.1134/s0026261719060043openalex-snapshot
Thermokarst Lakes, Ecosystems with Intense Microbial Processes of the Methane Cycle
inferredcites →https://doi.org/10.1175/jcli-d-22-0434.1openalex-snapshot
Alaska Terrestrial and Marine Climate Trends, 1957–2021
inferredcites →https://doi.org/10.3390/rs13214294openalex-snapshot
Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps
inferredcites →https://doi.org/10.3390/rs14122747openalex-snapshot
Accuracy, Efficiency, and Transferability of a Deep Learning Model for Mapping Retrogressive Thaw Slumps across the Canadian Arctic
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.