Virtual radar ice buoys – a method for measuring fine-scale sea ice drift

Here we present an algorithm for continuous ice drift estimation based on coastal and ship radar data. The ice drift is estimated for automatically selected ice targets in the images. These targets are here called virtual buoys (VBs) and are tracked based on an optical flow method. To maintain conti...

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Published in:The Cryosphere
Main Author: J. Karvonen
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2016
Subjects:
Online Access:https://doi.org/10.5194/tc-10-29-2016
https://doaj.org/article/f35b051fc9cb440b876c70f481f0e33d
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spelling ftdoajarticles:oai:doaj.org/article:f35b051fc9cb440b876c70f481f0e33d 2023-05-15T18:17:50+02:00 Virtual radar ice buoys – a method for measuring fine-scale sea ice drift J. Karvonen 2016-01-01T00:00:00Z https://doi.org/10.5194/tc-10-29-2016 https://doaj.org/article/f35b051fc9cb440b876c70f481f0e33d EN eng Copernicus Publications http://www.the-cryosphere.net/10/29/2016/tc-10-29-2016.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-10-29-2016 https://doaj.org/article/f35b051fc9cb440b876c70f481f0e33d The Cryosphere, Vol 10, Iss 1, Pp 29-42 (2016) Environmental sciences GE1-350 Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.5194/tc-10-29-2016 2022-12-30T23:09:22Z Here we present an algorithm for continuous ice drift estimation based on coastal and ship radar data. The ice drift is estimated for automatically selected ice targets in the images. These targets are here called virtual buoys (VBs) and are tracked based on an optical flow method. To maintain continuous ice drift tracking new VBs are added after a given number of VBs have been lost; i.e. they can not be tracked reliably any more. Here we also apply the algorithm to data of three test cases to demonstrate its capabilities and properties. Two of these cases use coastal radar data and one ship radar data. Ice drift velocity and direction information derived from the VB motion are computed and compared to the prevailing ice and weather conditions. Also a quantity measuring the local divergence or convergence is computed for some VBs to demonstrate the capability to estimate derived kinematic sea ice parameters from VB location time series. The results produced by the algorithm can be used as an input for estimation of the dynamic properties of sea the ice field, such as ice divergence or convergence, shear, vorticity, and total deformation. Article in Journal/Newspaper Sea ice The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 10 1 29 42
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
J. Karvonen
Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Here we present an algorithm for continuous ice drift estimation based on coastal and ship radar data. The ice drift is estimated for automatically selected ice targets in the images. These targets are here called virtual buoys (VBs) and are tracked based on an optical flow method. To maintain continuous ice drift tracking new VBs are added after a given number of VBs have been lost; i.e. they can not be tracked reliably any more. Here we also apply the algorithm to data of three test cases to demonstrate its capabilities and properties. Two of these cases use coastal radar data and one ship radar data. Ice drift velocity and direction information derived from the VB motion are computed and compared to the prevailing ice and weather conditions. Also a quantity measuring the local divergence or convergence is computed for some VBs to demonstrate the capability to estimate derived kinematic sea ice parameters from VB location time series. The results produced by the algorithm can be used as an input for estimation of the dynamic properties of sea the ice field, such as ice divergence or convergence, shear, vorticity, and total deformation.
format Article in Journal/Newspaper
author J. Karvonen
author_facet J. Karvonen
author_sort J. Karvonen
title Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
title_short Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
title_full Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
title_fullStr Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
title_full_unstemmed Virtual radar ice buoys – a method for measuring fine-scale sea ice drift
title_sort virtual radar ice buoys – a method for measuring fine-scale sea ice drift
publisher Copernicus Publications
publishDate 2016
url https://doi.org/10.5194/tc-10-29-2016
https://doaj.org/article/f35b051fc9cb440b876c70f481f0e33d
genre Sea ice
The Cryosphere
genre_facet Sea ice
The Cryosphere
op_source The Cryosphere, Vol 10, Iss 1, Pp 29-42 (2016)
op_relation http://www.the-cryosphere.net/10/29/2016/tc-10-29-2016.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-10-29-2016
https://doaj.org/article/f35b051fc9cb440b876c70f481f0e33d
op_doi https://doi.org/10.5194/tc-10-29-2016
container_title The Cryosphere
container_volume 10
container_issue 1
container_start_page 29
op_container_end_page 42
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