Published April 21, 2026 | Version v1
Dataset Open

Post-processed Antarctic OSI-SAF v2 data for training IceDMD model

Description

These data include the temporally complete daily and 15-day averaged versions of the OSI SAF Global Sea Ice Concentration (Version 2.0). These derivative products resolve the data gaps inherent in the original satellite records, facilitating continuous time-series analysis for modelling and training prediction models (including IceDMD).

The original OSI SAF v2.0 product, while highly accurate, contains intermittent missing days. For this version, we have applied a linear interpolation method across the temporal dimension to estimate missing values. This ensures that every grid cell contains a valid sea ice concentration value for every day within the covered period.

We also include the land mask file used for the research, and the precomputed results, and predictive DMD model results, and mrCOSTS fits in order to reproduce the results from the paper

Files

Files (25.1 GB)

Name Size Download all
md5:ca775f0d50f81a0118f97f178aa60179
22.8 GB Download
md5:239f415aa6b3b3279eed357e5485729e
20.0 MB Download
md5:cc116b6893d1d7afec34ea70fd3cfd5c
135.4 MB Download
md5:afd1a667d4f6ec035753cbaec843737e
17.5 MB Download
md5:4da3061068a2f1f4b57f76582dc92ae5
108.0 MB Download
md5:1d87979e910fac213a9842b1d3b4449d
12.5 MB Download
md5:1721478219ee306afa99c5133ccd0d33
42.3 MB Download
md5:fab8fa3efeb24151ea199bc62b453087
35.9 MB Download
md5:412ba8dab478cacfb6b33e94fc91ed33
645.8 MB Download
md5:0805ff139372535eecf456ff17420596
1.5 MB Download
md5:a02a246d5586b9bd92e53fcc5bae0c6e
1.3 GB Download

Additional details

Funding

The Alan Turing Institute
Ecosystem Leadership Award EP/X03870X/1
FWF Austrian Science Fund
10.55776/ESP214

Biodiversity

Catalog number
ATI Publications 13