Mar 05, 2026 · 2 min read
Machine learning for lead and sea ice classification
A method-oriented note on feature design, model choices, and validation ideas for lead and sea ice classification in altimetry workflows.
GeoAIClassificationCryosphere
Blog
Research Blog
A space for technical notes, reading summaries, data-processing workflows, and future Markdown or MDX research posts.
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content/blog. The list below is generated directly from article frontmatter.Feb 10, 2026 · 2 min read
Notes on SWOT observations over Antarctic sea ice
Notes on the potential of SWOT wide-swath elevation observations for Antarctic sea ice studies, with emphasis on opportunities and caveats.
SWOTAntarcticaRemote sensing
Jan 15, 2026 · 2 min read
Introduction to satellite altimetry over sea ice
A learning note on how satellite altimetry observes sea ice elevation, freeboard, and the main processing steps behind thickness retrieval.
AltimetrySea iceFreeboard