Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2

Melt ponds form on the surface of Arctic sea ice during spring, influencing how much solar radiation is absorbed into the sea ice–ocean system, which in turn impacts the ablation of sea ice during the melt season. Accordingly, melt pond fraction ( f p ) has been shown to be a useful predictor of sea...

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Published in:The Cryosphere
Main Authors: Howell, Stephen E. L., Scharien, Randall K., Landy, Jack, Brady, Mike
Format: Text
Language:English
Published: 2020
Subjects:
Online Access:https://doi.org/10.5194/tc-14-4675-2020
https://tc.copernicus.org/articles/14/4675/2020/
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spelling ftcopernicus:oai:publications.copernicus.org:tc86516 2023-05-15T14:28:50+02:00 Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2 Howell, Stephen E. L. Scharien, Randall K. Landy, Jack Brady, Mike 2020-12-22 application/pdf https://doi.org/10.5194/tc-14-4675-2020 https://tc.copernicus.org/articles/14/4675/2020/ eng eng doi:10.5194/tc-14-4675-2020 https://tc.copernicus.org/articles/14/4675/2020/ eISSN: 1994-0424 Text 2020 ftcopernicus https://doi.org/10.5194/tc-14-4675-2020 2020-12-28T17:22:12Z Melt ponds form on the surface of Arctic sea ice during spring, influencing how much solar radiation is absorbed into the sea ice–ocean system, which in turn impacts the ablation of sea ice during the melt season. Accordingly, melt pond fraction ( f p ) has been shown to be a useful predictor of sea ice area during the summer months. Sea ice dynamic and thermodynamic processes operating within the narrow channels and inlets of the Canadian Arctic Archipelago (CAA) during the summer months are difficult for model simulations to accurately resolve. Additional information on f p variability in advance of the melt season within the CAA could help constrain model simulations and/or provide useful information in advance of the shipping season. Here, we use RADARSAT-2 imagery to predict and analyze peak melt pond fraction ( f pk ) and evaluate its utility to provide predictive information with respect to sea ice area during the melt season within the CAA from 2009–2018. The temporal variability of RADARSAT-2 f pk over the 10-year record was found to be strongly linked to the variability of mean April multi-year ice area with a statistically significant detrended correlation ( R ) of <math xmlns="http://www.w3.org/1998/Math/MathML" id="M6" display="inline" overflow="scroll" dspmath="mathml"><mrow><mi>R</mi><mo>=</mo><mo>-</mo></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="32pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="74d5143043ae77ddd4c16dcdcb4c1a08"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="tc-14-4675-2020-ie00001.svg" width="32pt" height="10pt" src="tc-14-4675-2020-ie00001.png"/></svg:svg> 0.89. The spatial distribution of RADARSAT-2 f pk was found to be in excellent agreement with the sea ice stage of development prior to the melt season. RADARSAT-2 f pk values were in good agreement with f pk observed from in situ observations but were found to be ∼ 0.05 larger compared to MODIS f pk observations. Dynamically stable sea ice regions within the CAA exhibited higher detrended correlations between RADARSAT-2 f pk and summer sea ice area. Our results show that RADARSAT-2 f pk can be used to provide predictive information about summer sea ice area for a key shipping region of the Northwest Passage. Text Arctic Archipelago Arctic Canadian Arctic Archipelago Northwest passage Sea ice Copernicus Publications: E-Journals Arctic Canadian Arctic Archipelago Northwest Passage The Cryosphere 14 12 4675 4686
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description Melt ponds form on the surface of Arctic sea ice during spring, influencing how much solar radiation is absorbed into the sea ice–ocean system, which in turn impacts the ablation of sea ice during the melt season. Accordingly, melt pond fraction ( f p ) has been shown to be a useful predictor of sea ice area during the summer months. Sea ice dynamic and thermodynamic processes operating within the narrow channels and inlets of the Canadian Arctic Archipelago (CAA) during the summer months are difficult for model simulations to accurately resolve. Additional information on f p variability in advance of the melt season within the CAA could help constrain model simulations and/or provide useful information in advance of the shipping season. Here, we use RADARSAT-2 imagery to predict and analyze peak melt pond fraction ( f pk ) and evaluate its utility to provide predictive information with respect to sea ice area during the melt season within the CAA from 2009–2018. The temporal variability of RADARSAT-2 f pk over the 10-year record was found to be strongly linked to the variability of mean April multi-year ice area with a statistically significant detrended correlation ( R ) of <math xmlns="http://www.w3.org/1998/Math/MathML" id="M6" display="inline" overflow="scroll" dspmath="mathml"><mrow><mi>R</mi><mo>=</mo><mo>-</mo></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="32pt" height="10pt" class="svg-formula" dspmath="mathimg" md5hash="74d5143043ae77ddd4c16dcdcb4c1a08"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="tc-14-4675-2020-ie00001.svg" width="32pt" height="10pt" src="tc-14-4675-2020-ie00001.png"/></svg:svg> 0.89. The spatial distribution of RADARSAT-2 f pk was found to be in excellent agreement with the sea ice stage of development prior to the melt season. RADARSAT-2 f pk values were in good agreement with f pk observed from in situ observations but were found to be ∼ 0.05 larger compared to MODIS f pk observations. Dynamically stable sea ice regions within the CAA exhibited higher detrended correlations between RADARSAT-2 f pk and summer sea ice area. Our results show that RADARSAT-2 f pk can be used to provide predictive information about summer sea ice area for a key shipping region of the Northwest Passage.
format Text
author Howell, Stephen E. L.
Scharien, Randall K.
Landy, Jack
Brady, Mike
spellingShingle Howell, Stephen E. L.
Scharien, Randall K.
Landy, Jack
Brady, Mike
Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
author_facet Howell, Stephen E. L.
Scharien, Randall K.
Landy, Jack
Brady, Mike
author_sort Howell, Stephen E. L.
title Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
title_short Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
title_full Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
title_fullStr Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
title_full_unstemmed Spring melt pond fraction in the Canadian Arctic Archipelago predicted from RADARSAT-2
title_sort spring melt pond fraction in the canadian arctic archipelago predicted from radarsat-2
publishDate 2020
url https://doi.org/10.5194/tc-14-4675-2020
https://tc.copernicus.org/articles/14/4675/2020/
geographic Arctic
Canadian Arctic Archipelago
Northwest Passage
geographic_facet Arctic
Canadian Arctic Archipelago
Northwest Passage
genre Arctic Archipelago
Arctic
Canadian Arctic Archipelago
Northwest passage
Sea ice
genre_facet Arctic Archipelago
Arctic
Canadian Arctic Archipelago
Northwest passage
Sea ice
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-14-4675-2020
https://tc.copernicus.org/articles/14/4675/2020/
op_doi https://doi.org/10.5194/tc-14-4675-2020
container_title The Cryosphere
container_volume 14
container_issue 12
container_start_page 4675
op_container_end_page 4686
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