Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution
The Ross Sea region, including three main polynya areas in McMurdo Sound, Terra Nova Bay, and in front of the Ross Ice Shelf, has experienced a significant increase in sea ice extent in the first four decades of satellite observations. Here, we use Co-Registration of Optically Sensed Images and Corr...
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ftdoajarticles:oai:doaj.org/article:9fd0494eb85741fa8cdae52fd5921b0f 2023-05-15T14:04:00+02:00 Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution Usama Farooq Wolfgang Rack Adrian McDonald Stephen Howell 2020-04-01T00:00:00Z https://doi.org/10.3390/rs12091402 https://doaj.org/article/9fd0494eb85741fa8cdae52fd5921b0f EN eng MDPI AG https://www.mdpi.com/2072-4292/12/9/1402 https://doaj.org/toc/2072-4292 doi:10.3390/rs12091402 2072-4292 https://doaj.org/article/9fd0494eb85741fa8cdae52fd5921b0f Remote Sensing, Vol 12, Iss 1402, p 1402 (2020) sea ice motion tracking Envisat ASAR Polar Pathfinder NSIDC Western Ross Sea Science Q article 2020 ftdoajarticles https://doi.org/10.3390/rs12091402 2022-12-31T16:33:36Z The Ross Sea region, including three main polynya areas in McMurdo Sound, Terra Nova Bay, and in front of the Ross Ice Shelf, has experienced a significant increase in sea ice extent in the first four decades of satellite observations. Here, we use Co-Registration of Optically Sensed Images and Correlation (COSI-Corr) to estimate 894 high-resolution sea ice motion fields of the Western Ross Sea in order to explore ice-atmosphere interactions based on sequential high-resolution Advanced Synthetic Aperture Radar (ASAR) images from the Envisat satellite acquired between 2002–2012. Validation of output motion vectors with manually drawn vectors for 24 image pairs show Pearson correlation coefficients of 0.92 ± 0.09 with a mean deviation in direction of −3.17 ± 6.48 degrees. The high-resolution vectors were also validated against the Environment and Climate Change Canada sea ice motion tracking algorithm, resulting in correlation coefficients of 0.84 ± 0.20 and the mean deviation in the direction of −0.04 ± 17.39 degrees. A total of 480 one-day separated velocity vector fields have been compared to an available NSIDC low-resolution sea ice motion vector product, showing much lower correlations and high directional differences. The high-resolution product is able to better identify short-term and spatial variations, whereas the low-resolution product underestimates the actual sea ice velocities by 47% in this important near-coastal region. The large-scale pattern of sea ice drift over the full time period is similar in both products. Improved image coverage is still desired to capture drift variations shorter than 24 h. Article in Journal/Newspaper Antarc* Antarctica Ice Shelf McMurdo Sound Ross Ice Shelf Ross Sea Sea ice Directory of Open Access Journals: DOAJ Articles Ross Sea McMurdo Sound Terra Nova Bay Ross Ice Shelf Canada Asar ENVELOPE(134.033,134.033,68.667,68.667) Remote Sensing 12 9 1402 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
sea ice motion tracking Envisat ASAR Polar Pathfinder NSIDC Western Ross Sea Science Q |
spellingShingle |
sea ice motion tracking Envisat ASAR Polar Pathfinder NSIDC Western Ross Sea Science Q Usama Farooq Wolfgang Rack Adrian McDonald Stephen Howell Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
topic_facet |
sea ice motion tracking Envisat ASAR Polar Pathfinder NSIDC Western Ross Sea Science Q |
description |
The Ross Sea region, including three main polynya areas in McMurdo Sound, Terra Nova Bay, and in front of the Ross Ice Shelf, has experienced a significant increase in sea ice extent in the first four decades of satellite observations. Here, we use Co-Registration of Optically Sensed Images and Correlation (COSI-Corr) to estimate 894 high-resolution sea ice motion fields of the Western Ross Sea in order to explore ice-atmosphere interactions based on sequential high-resolution Advanced Synthetic Aperture Radar (ASAR) images from the Envisat satellite acquired between 2002–2012. Validation of output motion vectors with manually drawn vectors for 24 image pairs show Pearson correlation coefficients of 0.92 ± 0.09 with a mean deviation in direction of −3.17 ± 6.48 degrees. The high-resolution vectors were also validated against the Environment and Climate Change Canada sea ice motion tracking algorithm, resulting in correlation coefficients of 0.84 ± 0.20 and the mean deviation in the direction of −0.04 ± 17.39 degrees. A total of 480 one-day separated velocity vector fields have been compared to an available NSIDC low-resolution sea ice motion vector product, showing much lower correlations and high directional differences. The high-resolution product is able to better identify short-term and spatial variations, whereas the low-resolution product underestimates the actual sea ice velocities by 47% in this important near-coastal region. The large-scale pattern of sea ice drift over the full time period is similar in both products. Improved image coverage is still desired to capture drift variations shorter than 24 h. |
format |
Article in Journal/Newspaper |
author |
Usama Farooq Wolfgang Rack Adrian McDonald Stephen Howell |
author_facet |
Usama Farooq Wolfgang Rack Adrian McDonald Stephen Howell |
author_sort |
Usama Farooq |
title |
Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
title_short |
Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
title_full |
Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
title_fullStr |
Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
title_full_unstemmed |
Long-Term Analysis of Sea Ice Drift in the Western Ross Sea, Antarctica, at High and Low Spatial Resolution |
title_sort |
long-term analysis of sea ice drift in the western ross sea, antarctica, at high and low spatial resolution |
publisher |
MDPI AG |
publishDate |
2020 |
url |
https://doi.org/10.3390/rs12091402 https://doaj.org/article/9fd0494eb85741fa8cdae52fd5921b0f |
long_lat |
ENVELOPE(134.033,134.033,68.667,68.667) |
geographic |
Ross Sea McMurdo Sound Terra Nova Bay Ross Ice Shelf Canada Asar |
geographic_facet |
Ross Sea McMurdo Sound Terra Nova Bay Ross Ice Shelf Canada Asar |
genre |
Antarc* Antarctica Ice Shelf McMurdo Sound Ross Ice Shelf Ross Sea Sea ice |
genre_facet |
Antarc* Antarctica Ice Shelf McMurdo Sound Ross Ice Shelf Ross Sea Sea ice |
op_source |
Remote Sensing, Vol 12, Iss 1402, p 1402 (2020) |
op_relation |
https://www.mdpi.com/2072-4292/12/9/1402 https://doaj.org/toc/2072-4292 doi:10.3390/rs12091402 2072-4292 https://doaj.org/article/9fd0494eb85741fa8cdae52fd5921b0f |
op_doi |
https://doi.org/10.3390/rs12091402 |
container_title |
Remote Sensing |
container_volume |
12 |
container_issue |
9 |
container_start_page |
1402 |
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1766274939302707200 |