Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods

Sea-ice concentrations in the Laptev Sea simulated by the coupled North Atlantic–Arctic Ocean–Sea-Ice Model and Finite Element Sea-Ice Ocean Model are evaluated using sea-ice concentrations from Advanced Microwave Scanning Radiometer–Earth Observing System satellite...

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Main Authors: Susanne Adams, Sascha Willmes, Günther Heinemann, Polona Rozman, Ralph Timmermann, David Schröder
Format: Article
Language:English
Published: Norwegian Polar Institute 2011-05-01
Series:Polar Research
Subjects:
Online Access:http://www.polarresearch.net/index.php/polar/article/view/7124/pdf_134
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author Susanne Adams
Sascha Willmes
Günther Heinemann
Polona Rozman
Ralph Timmermann
David Schröder
author_facet Susanne Adams
Sascha Willmes
Günther Heinemann
Polona Rozman
Ralph Timmermann
David Schröder
author_sort Susanne Adams
collection DOAJ
description Sea-ice concentrations in the Laptev Sea simulated by the coupled North Atlantic–Arctic Ocean–Sea-Ice Model and Finite Element Sea-Ice Ocean Model are evaluated using sea-ice concentrations from Advanced Microwave Scanning Radiometer–Earth Observing System satellite data and a polynya classification method for winter 2007/08. While developed to simulate large-scale sea-ice conditions, both models are analysed here in terms of polynya simulation. The main modification of both models in this study is the implementation of a landfast-ice mask. Simulated sea-ice fields from different model runs are compared with emphasis placed on the impact of this prescribed landfast-ice mask. We demonstrate that sea-ice models are not able to simulate flaw polynyas realistically when used without fast-ice description. Our investigations indicate that without landfast ice and with coarse horizontal resolution the models overestimate the fraction of open water in the polynya. This is not because a realistic polynya appears but due to a larger-scale reduction of ice concentrations and smoothed ice-concentration fields. After implementation of a landfast-ice mask, the polynya location is realistically simulated but the total open-water area is still overestimated in most cases. The study shows that the fast-ice parameterization is essential for model improvements. However, further improvements are necessary in order to progress from the simulation of large-scale features in the Arctic towards a more detailed simulation of smaller-scaled features (here polynyas) in an Arctic shelf sea.
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spelling doaj.art-d679b33cc0ee4e089548c0712484e35d2022-12-21T21:22:39ZengNorwegian Polar InstitutePolar Research0800-03951751-83692011-05-0130011710.3402/polar.v30i0.7124Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methodsSusanne AdamsSascha WillmesGünther HeinemannPolona RozmanRalph TimmermannDavid SchröderSea-ice concentrations in the Laptev Sea simulated by the coupled North Atlantic–Arctic Ocean–Sea-Ice Model and Finite Element Sea-Ice Ocean Model are evaluated using sea-ice concentrations from Advanced Microwave Scanning Radiometer–Earth Observing System satellite data and a polynya classification method for winter 2007/08. While developed to simulate large-scale sea-ice conditions, both models are analysed here in terms of polynya simulation. The main modification of both models in this study is the implementation of a landfast-ice mask. Simulated sea-ice fields from different model runs are compared with emphasis placed on the impact of this prescribed landfast-ice mask. We demonstrate that sea-ice models are not able to simulate flaw polynyas realistically when used without fast-ice description. Our investigations indicate that without landfast ice and with coarse horizontal resolution the models overestimate the fraction of open water in the polynya. This is not because a realistic polynya appears but due to a larger-scale reduction of ice concentrations and smoothed ice-concentration fields. After implementation of a landfast-ice mask, the polynya location is realistically simulated but the total open-water area is still overestimated in most cases. The study shows that the fast-ice parameterization is essential for model improvements. However, further improvements are necessary in order to progress from the simulation of large-scale features in the Arctic towards a more detailed simulation of smaller-scaled features (here polynyas) in an Arctic shelf sea.http://www.polarresearch.net/index.php/polar/article/view/7124/pdf_134Polynyassea icesea-ice/ocean modelsremote sensing
spellingShingle Susanne Adams
Sascha Willmes
Günther Heinemann
Polona Rozman
Ralph Timmermann
David Schröder
Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
Polar Research
Polynyas
sea ice
sea-ice/ocean models
remote sensing
title Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
title_full Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
title_fullStr Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
title_full_unstemmed Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
title_short Evaluation of simulated sea-ice concentrations from sea-ice/ocean models using satellite data and polynya classification methods
title_sort evaluation of simulated sea ice concentrations from sea ice ocean models using satellite data and polynya classification methods
topic Polynyas
sea ice
sea-ice/ocean models
remote sensing
url http://www.polarresearch.net/index.php/polar/article/view/7124/pdf_134
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