Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks

We investigate how sea ice interacts with the atmosphere over adjacent landmasses in the Laptev Sea region as a step towards a better understanding of the connection between sea ice and permafrost. We identify physical mechanisms as well as local and large-scale drivers of sea-ice cover with a focus...

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Published in:The Cryosphere
Main Authors: Z. Rehder, A. L. Niederdrenk, L. Kaleschke, L. Kutzbach
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2020
Subjects:
Ice
Online Access:https://doi.org/10.5194/tc-14-4201-2020
https://doaj.org/article/b0525ef1926844638d52982f688e43aa
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spelling ftdoajarticles:oai:doaj.org/article:b0525ef1926844638d52982f688e43aa 2023-05-15T16:37:15+02:00 Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks Z. Rehder A. L. Niederdrenk L. Kaleschke L. Kutzbach 2020-11-01T00:00:00Z https://doi.org/10.5194/tc-14-4201-2020 https://doaj.org/article/b0525ef1926844638d52982f688e43aa EN eng Copernicus Publications https://tc.copernicus.org/articles/14/4201/2020/tc-14-4201-2020.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-14-4201-2020 1994-0416 1994-0424 https://doaj.org/article/b0525ef1926844638d52982f688e43aa The Cryosphere, Vol 14, Pp 4201-4215 (2020) Environmental sciences GE1-350 Geology QE1-996.5 article 2020 ftdoajarticles https://doi.org/10.5194/tc-14-4201-2020 2022-12-31T13:15:15Z We investigate how sea ice interacts with the atmosphere over adjacent landmasses in the Laptev Sea region as a step towards a better understanding of the connection between sea ice and permafrost. We identify physical mechanisms as well as local and large-scale drivers of sea-ice cover with a focus on one region with highly variable sea-ice cover and high sea-ice productivity: the Laptev Sea region. We analyze the output of a coupled ocean–sea-ice–atmosphere–hydrological-discharge model with two statistical methods. With the recently developed causal-effect networks we identify temporal links between different variables, while we use composites of high- and low-sea-ice-cover years to reveal spatial patterns and mean changes in variables. We find that in the model local sea-ice cover is a driven rather than a driving variable. Springtime melt of sea ice in the Laptev Sea is mainly controlled by atmospheric large-scale circulation, mediated through meridional wind speed and ice export. During refreeze in fall thermodynamic variables and feedback mechanisms are important – sea-ice cover is interconnected with air temperature, thermal radiation and specific humidity. Though low sea-ice cover leads to an enhanced southward transport of heat and moisture throughout summer, links from sea-ice cover to the atmosphere over land are weak, and both sea ice in the Laptev Sea and the atmospheric conditions over the adjacent landmasses are mainly controlled by common external drivers. Article in Journal/Newspaper Ice laptev Laptev Sea permafrost Sea ice The Cryosphere Directory of Open Access Journals: DOAJ Articles Laptev Sea The Cryosphere 14 11 4201 4215
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
Z. Rehder
A. L. Niederdrenk
L. Kaleschke
L. Kutzbach
Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description We investigate how sea ice interacts with the atmosphere over adjacent landmasses in the Laptev Sea region as a step towards a better understanding of the connection between sea ice and permafrost. We identify physical mechanisms as well as local and large-scale drivers of sea-ice cover with a focus on one region with highly variable sea-ice cover and high sea-ice productivity: the Laptev Sea region. We analyze the output of a coupled ocean–sea-ice–atmosphere–hydrological-discharge model with two statistical methods. With the recently developed causal-effect networks we identify temporal links between different variables, while we use composites of high- and low-sea-ice-cover years to reveal spatial patterns and mean changes in variables. We find that in the model local sea-ice cover is a driven rather than a driving variable. Springtime melt of sea ice in the Laptev Sea is mainly controlled by atmospheric large-scale circulation, mediated through meridional wind speed and ice export. During refreeze in fall thermodynamic variables and feedback mechanisms are important – sea-ice cover is interconnected with air temperature, thermal radiation and specific humidity. Though low sea-ice cover leads to an enhanced southward transport of heat and moisture throughout summer, links from sea-ice cover to the atmosphere over land are weak, and both sea ice in the Laptev Sea and the atmospheric conditions over the adjacent landmasses are mainly controlled by common external drivers.
format Article in Journal/Newspaper
author Z. Rehder
A. L. Niederdrenk
L. Kaleschke
L. Kutzbach
author_facet Z. Rehder
A. L. Niederdrenk
L. Kaleschke
L. Kutzbach
author_sort Z. Rehder
title Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
title_short Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
title_full Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
title_fullStr Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
title_full_unstemmed Analyzing links between simulated Laptev Sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
title_sort analyzing links between simulated laptev sea sea ice and atmospheric conditions over adjoining landmasses using causal-effect networks
publisher Copernicus Publications
publishDate 2020
url https://doi.org/10.5194/tc-14-4201-2020
https://doaj.org/article/b0525ef1926844638d52982f688e43aa
geographic Laptev Sea
geographic_facet Laptev Sea
genre Ice
laptev
Laptev Sea
permafrost
Sea ice
The Cryosphere
genre_facet Ice
laptev
Laptev Sea
permafrost
Sea ice
The Cryosphere
op_source The Cryosphere, Vol 14, Pp 4201-4215 (2020)
op_relation https://tc.copernicus.org/articles/14/4201/2020/tc-14-4201-2020.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-14-4201-2020
1994-0416
1994-0424
https://doaj.org/article/b0525ef1926844638d52982f688e43aa
op_doi https://doi.org/10.5194/tc-14-4201-2020
container_title The Cryosphere
container_volume 14
container_issue 11
container_start_page 4201
op_container_end_page 4215
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