Technical University of Denmark
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ASIP Sea Ice Dataset - version 1

posted on 2020-03-06, 11:53 authored by David Malmgren-Hansen, Leif Toudal Pedersen, Allan Aasbjerg NielsenAllan Aasbjerg Nielsen, Henning SkriverHenning Skriver, Roberto SaldoRoberto Saldo, Matilde Brandt KreinerMatilde Brandt Kreiner, Jørgen Buus-Hinkler
The ASIP Sea Ice Dataset - version 1, contains 912 Sentinel-1 (S1) Synthetic Aperture Radar (SAR) scenes matched with sea ice charts produced by the Danish Meteorological Institute from 2014-2017.
Ice charts containing sea ice concentrations provided in manual drawn polygon over the scene has been projected into the the S1 geometry for easy use as labels in deep learning or other machine learning algorithm training processes.
The dataset also includes AMSR2 microwave radiometer sensor measurements to compliment the learning of the of sea ice concentrations although in a much lower resolution than the S1 data.
Details are described in the manual that is published together with the dataset.


Innovation Fund Denmark, Grant:7049-00008B