Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings

When will sea ice open is a crucial information for navigation and scientific deployments. This became painfully obvious when the Weddell Polynya, a large hole in the winter Southern Ocean sea ice, unexpectedly re-opened in 2016 for the first time in forty years. With no early warning, observations...

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Main Authors: Heuzé, Céline, Lemos, Adriano
Format: Text
Language:English
Published: 2020
Subjects:
Online Access:https://doi.org/10.5194/tc-2020-123
https://tc.copernicus.org/preprints/tc-2020-123/
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spelling ftcopernicus:oai:publications.copernicus.org:tcd85373 2023-05-15T18:17:27+02:00 Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings Heuzé, Céline Lemos, Adriano 2020-05-07 application/pdf https://doi.org/10.5194/tc-2020-123 https://tc.copernicus.org/preprints/tc-2020-123/ eng eng doi:10.5194/tc-2020-123 https://tc.copernicus.org/preprints/tc-2020-123/ eISSN: 1994-0424 Text 2020 ftcopernicus https://doi.org/10.5194/tc-2020-123 2020-07-20T16:22:11Z When will sea ice open is a crucial information for navigation and scientific deployments. This became painfully obvious when the Weddell Polynya, a large hole in the winter Southern Ocean sea ice, unexpectedly re-opened in 2016 for the first time in forty years. With no early warning, observations were limited to chance autonomous sensors, so the much-debated cause of the opening still cannot be determined accurately. We aim here to create such an early warning system. From the full historical sea ice concentration record, we find in fact 30 polynyas since 1980. Then, using the full time series of the spaceborne infrared Advanced Very High Resolution Radiometer, we determine that these events can be detected in the two weeks before the polynya opens. Area-average median brightness temperature larger than 253 K in all three bands and area-maximum larger than 269 K along with a footprint at least larger than 4000 km2 successfully forecasts the polynyas and does not return any false positive. Or rather, it returned false positives that were in fact events that the sea ice concentration threshold had missed. Moreover, we find temporal oscillations in brightness temperature that could indicate upwelling of warm water, but also changes of sign in T45 (band 4 – band 5) which could indicate a lead. We hence combine the spaceborne infrared data with atmospheric reanalysis, hydrographic mooring data and Sentinel-1 radar imagery and find that all events, including the 2017 Weddell Polynya, are caused by both atmospheric divergence and oceanic upwelling. That is, the debate is closed: both parties are correct; the Weddell Polynya is a hybrid. Text Sea ice Southern Ocean Copernicus Publications: E-Journals Southern Ocean Weddell
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description When will sea ice open is a crucial information for navigation and scientific deployments. This became painfully obvious when the Weddell Polynya, a large hole in the winter Southern Ocean sea ice, unexpectedly re-opened in 2016 for the first time in forty years. With no early warning, observations were limited to chance autonomous sensors, so the much-debated cause of the opening still cannot be determined accurately. We aim here to create such an early warning system. From the full historical sea ice concentration record, we find in fact 30 polynyas since 1980. Then, using the full time series of the spaceborne infrared Advanced Very High Resolution Radiometer, we determine that these events can be detected in the two weeks before the polynya opens. Area-average median brightness temperature larger than 253 K in all three bands and area-maximum larger than 269 K along with a footprint at least larger than 4000 km2 successfully forecasts the polynyas and does not return any false positive. Or rather, it returned false positives that were in fact events that the sea ice concentration threshold had missed. Moreover, we find temporal oscillations in brightness temperature that could indicate upwelling of warm water, but also changes of sign in T45 (band 4 – band 5) which could indicate a lead. We hence combine the spaceborne infrared data with atmospheric reanalysis, hydrographic mooring data and Sentinel-1 radar imagery and find that all events, including the 2017 Weddell Polynya, are caused by both atmospheric divergence and oceanic upwelling. That is, the debate is closed: both parties are correct; the Weddell Polynya is a hybrid.
format Text
author Heuzé, Céline
Lemos, Adriano
spellingShingle Heuzé, Céline
Lemos, Adriano
Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
author_facet Heuzé, Céline
Lemos, Adriano
author_sort Heuzé, Céline
title Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
title_short Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
title_full Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
title_fullStr Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
title_full_unstemmed Spaceborne infrared imagery for early detection and cause of Weddell Polynya openings
title_sort spaceborne infrared imagery for early detection and cause of weddell polynya openings
publishDate 2020
url https://doi.org/10.5194/tc-2020-123
https://tc.copernicus.org/preprints/tc-2020-123/
geographic Southern Ocean
Weddell
geographic_facet Southern Ocean
Weddell
genre Sea ice
Southern Ocean
genre_facet Sea ice
Southern Ocean
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-2020-123
https://tc.copernicus.org/preprints/tc-2020-123/
op_doi https://doi.org/10.5194/tc-2020-123
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