10.11583/DTU.11920416.v1
David Malmgren-Hansen
David
Malmgren-Hansen
Leif Toudal Pedersen
Leif Toudal
Pedersen
Allan Aasbjerg Nielsen
Allan Aasbjerg
Nielsen
Henning Skriver
Henning
Skriver
Roberto Saldo
Roberto
Saldo
Matilde Brandt Kreiner
Matilde
Brandt Kreiner
Jørgen Buus-Hinkler
Jørgen
Buus-Hinkler
ASIP Sea Ice Dataset - version 1
Technical University of Denmark
2020
sea ice
Microwave Radiometer
Sentinel-1
Synthetic Aperture Radar
Arctic research
Cryosphere
Deep Learning Dataset
Earth Sciences not elsewhere classified
2020-03-06 11:53:30
Dataset
https://data.dtu.dk/articles/dataset/ASIP_Sea_Ice_Dataset_-_version_1/11920416
<div>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. <br>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. <br></div>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.<br>Details are described in the manual that is published together with the dataset.<br>