Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping

As a first step towards a new combined product for sea ice classification based on optical/thermal data collected by Sentinel-3 satellites and SAR data from Sentinel-1 satellites, which can be used as an appropriate support for navigation in Arctic and sub-Arctic waters, two existing classification...

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Bibliographic Details
Published in:Remote Sensing
Main Authors: Christine König, Thomas König, Suman Singha, Anja Frost, Sven Jacobsen
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
SAR
Q
Online Access:https://doi.org/10.3390/rs13234842
https://doaj.org/article/c4eae4c752424bfdb24e1c423b86fb4d
id ftdoajarticles:oai:doaj.org/article:c4eae4c752424bfdb24e1c423b86fb4d
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spelling ftdoajarticles:oai:doaj.org/article:c4eae4c752424bfdb24e1c423b86fb4d 2023-05-15T14:55:03+02:00 Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping Christine König Thomas König Suman Singha Anja Frost Sven Jacobsen 2021-11-01T00:00:00Z https://doi.org/10.3390/rs13234842 https://doaj.org/article/c4eae4c752424bfdb24e1c423b86fb4d EN eng MDPI AG https://www.mdpi.com/2072-4292/13/23/4842 https://doaj.org/toc/2072-4292 doi:10.3390/rs13234842 2072-4292 https://doaj.org/article/c4eae4c752424bfdb24e1c423b86fb4d Remote Sensing, Vol 13, Iss 4842, p 4842 (2021) sea ice ice type Sentinel-3 SLSTR Sentinel-1 SAR Science Q article 2021 ftdoajarticles https://doi.org/10.3390/rs13234842 2022-12-31T16:09:52Z As a first step towards a new combined product for sea ice classification based on optical/thermal data collected by Sentinel-3 satellites and SAR data from Sentinel-1 satellites, which can be used as an appropriate support for navigation in Arctic and sub-Arctic waters, two existing classification algorithms are adapted to these data. The classification based on optical data has improved, so it is expected that the results will be ideally suited to be processed together with SAR data into significantly improved sea ice information products to support marine navigation. The usefulness of the combined processing is demonstrated by means of two simple algorithms and a more sophisticated approach is outlined, which will be realized in the future in order to form the basis for an integration into an operational service with the involvement of further partners and users. Article in Journal/Newspaper Arctic Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Remote Sensing 13 23 4842
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic sea ice
ice type
Sentinel-3
SLSTR
Sentinel-1
SAR
Science
Q
spellingShingle sea ice
ice type
Sentinel-3
SLSTR
Sentinel-1
SAR
Science
Q
Christine König
Thomas König
Suman Singha
Anja Frost
Sven Jacobsen
Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
topic_facet sea ice
ice type
Sentinel-3
SLSTR
Sentinel-1
SAR
Science
Q
description As a first step towards a new combined product for sea ice classification based on optical/thermal data collected by Sentinel-3 satellites and SAR data from Sentinel-1 satellites, which can be used as an appropriate support for navigation in Arctic and sub-Arctic waters, two existing classification algorithms are adapted to these data. The classification based on optical data has improved, so it is expected that the results will be ideally suited to be processed together with SAR data into significantly improved sea ice information products to support marine navigation. The usefulness of the combined processing is demonstrated by means of two simple algorithms and a more sophisticated approach is outlined, which will be realized in the future in order to form the basis for an integration into an operational service with the involvement of further partners and users.
format Article in Journal/Newspaper
author Christine König
Thomas König
Suman Singha
Anja Frost
Sven Jacobsen
author_facet Christine König
Thomas König
Suman Singha
Anja Frost
Sven Jacobsen
author_sort Christine König
title Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
title_short Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
title_full Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
title_fullStr Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
title_full_unstemmed Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
title_sort combined use of space borne optical and sar data to improve knowledge about sea ice for shipping
publisher MDPI AG
publishDate 2021
url https://doi.org/10.3390/rs13234842
https://doaj.org/article/c4eae4c752424bfdb24e1c423b86fb4d
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_source Remote Sensing, Vol 13, Iss 4842, p 4842 (2021)
op_relation https://www.mdpi.com/2072-4292/13/23/4842
https://doaj.org/toc/2072-4292
doi:10.3390/rs13234842
2072-4292
https://doaj.org/article/c4eae4c752424bfdb24e1c423b86fb4d
op_doi https://doi.org/10.3390/rs13234842
container_title Remote Sensing
container_volume 13
container_issue 23
container_start_page 4842
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