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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Published in:Remote Sensing
Main Authors: König, Christine, König, Thomas, Singha, Suman, Frost, Anja, Jacobsen, Sven
Format: Other Non-Article Part of Journal/Newspaper
Language:English
Published: Multidisciplinary Digital Publishing Institute (MDPI) 2021
Subjects:
Online Access:https://elib.dlr.de/120435/
https://elib.dlr.de/120435/1/remotesensing-13-04842.pdf
https://doi.org/10.3390/rs13234842
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spelling ftdlr:oai:elib.dlr.de:120435 2023-05-15T14:54:01+02:00 Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping König, Christine König, Thomas Singha, Suman Frost, Anja Jacobsen, Sven 2021-11-29 application/pdf https://elib.dlr.de/120435/ https://elib.dlr.de/120435/1/remotesensing-13-04842.pdf https://doi.org/10.3390/rs13234842 en eng Multidisciplinary Digital Publishing Institute (MDPI) https://elib.dlr.de/120435/1/remotesensing-13-04842.pdf König, Christine und König, Thomas und Singha, Suman und Frost, Anja und Jacobsen, Sven (2021) Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping. Remote Sensing, 13 (23), Seite 4842. Multidisciplinary Digital Publishing Institute (MDPI). doi:10.3390/rs13234842 <https://doi.org/10.3390/rs13234842>. ISSN 2072-4292. cc_by CC-BY SAR-Signalverarbeitung Zeitschriftenbeitrag PeerReviewed 2021 ftdlr https://doi.org/10.3390/rs13234842 2021-12-20T00:09:56Z 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. Other Non-Article Part of Journal/Newspaper Arctic Sea ice German Aerospace Center: elib - DLR electronic library Arctic Remote Sensing 13 23 4842
institution Open Polar
collection German Aerospace Center: elib - DLR electronic library
op_collection_id ftdlr
language English
topic SAR-Signalverarbeitung
spellingShingle SAR-Signalverarbeitung
König, Christine
König, Thomas
Singha, Suman
Frost, Anja
Jacobsen, Sven
Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping
topic_facet SAR-Signalverarbeitung
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 Other Non-Article Part of Journal/Newspaper
author König, Christine
König, Thomas
Singha, Suman
Frost, Anja
Jacobsen, Sven
author_facet König, Christine
König, Thomas
Singha, Suman
Frost, Anja
Jacobsen, Sven
author_sort König, Christine
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 Multidisciplinary Digital Publishing Institute (MDPI)
publishDate 2021
url https://elib.dlr.de/120435/
https://elib.dlr.de/120435/1/remotesensing-13-04842.pdf
https://doi.org/10.3390/rs13234842
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_relation https://elib.dlr.de/120435/1/remotesensing-13-04842.pdf
König, Christine und König, Thomas und Singha, Suman und Frost, Anja und Jacobsen, Sven (2021) Combined Use of Space Borne Optical and SAR Data to Improve Knowledge about Sea Ice for Shipping. Remote Sensing, 13 (23), Seite 4842. Multidisciplinary Digital Publishing Institute (MDPI). doi:10.3390/rs13234842 <https://doi.org/10.3390/rs13234842>. ISSN 2072-4292.
op_rights cc_by
op_rightsnorm CC-BY
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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