Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections

The recent retreat of summer Arctic sea ice has critical implications for climate worldwide. This thesis investigates the potential of observations to improve Earth system model simulations of Arctic climate. It is shown that model initialization with observations can improve decadal hindcasts in th...

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Bibliographic Details
Main Author: Senftleben, Daniel
Format: Thesis
Language:English
Published: 2019
Subjects:
Online Access:https://elib.dlr.de/126941/
https://elib.dlr.de/126941/1/FB-2019-8_Senftleben%20Komp.Datei.pdf
id ftdlr:oai:elib.dlr.de:126941
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spelling ftdlr:oai:elib.dlr.de:126941 2023-05-15T14:23:42+02:00 Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections Senftleben, Daniel 2019 application/pdf https://elib.dlr.de/126941/ https://elib.dlr.de/126941/1/FB-2019-8_Senftleben%20Komp.Datei.pdf en eng https://elib.dlr.de/126941/1/FB-2019-8_Senftleben%20Komp.Datei.pdf Senftleben, Daniel (2019) Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections. Dissertation, Ludwig-Maximilian-Universität München. Erdsystemmodell -Evaluation und -Analyse Hochschulschrift NonPeerReviewed 2019 ftdlr 2019-08-04T23:01:11Z The recent retreat of summer Arctic sea ice has critical implications for climate worldwide. This thesis investigates the potential of observations to improve Earth system model simulations of Arctic climate. It is shown that model initialization with observations can improve decadal hindcasts in the North Atlantic, Greenland and Beaufort Sea regions. The thesis also identifies ways to improve decadal climate predictions. Furthermore, a relatively new observation-based analysis method is used to constrain uncertainties in multi-model projections of 21st-century Arctic sea ice extent, by which model uncertainty could be reduced by up to 50%. However, irreducible internal variability is too large for exact predictions of, for example, the timing of a first disappearance of summer Arctic sea ice. The thesis concludes that mitigation strategies to reduce Arctic warming need to be intensified and that it becomes increasingly crucial to further improve the understanding of the Arctic climate system. Thesis Arctic Arctic Beaufort Sea Greenland North Atlantic Sea ice German Aerospace Center: elib - DLR electronic library Arctic Greenland
institution Open Polar
collection German Aerospace Center: elib - DLR electronic library
op_collection_id ftdlr
language English
topic Erdsystemmodell -Evaluation und -Analyse
spellingShingle Erdsystemmodell -Evaluation und -Analyse
Senftleben, Daniel
Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
topic_facet Erdsystemmodell -Evaluation und -Analyse
description The recent retreat of summer Arctic sea ice has critical implications for climate worldwide. This thesis investigates the potential of observations to improve Earth system model simulations of Arctic climate. It is shown that model initialization with observations can improve decadal hindcasts in the North Atlantic, Greenland and Beaufort Sea regions. The thesis also identifies ways to improve decadal climate predictions. Furthermore, a relatively new observation-based analysis method is used to constrain uncertainties in multi-model projections of 21st-century Arctic sea ice extent, by which model uncertainty could be reduced by up to 50%. However, irreducible internal variability is too large for exact predictions of, for example, the timing of a first disappearance of summer Arctic sea ice. The thesis concludes that mitigation strategies to reduce Arctic warming need to be intensified and that it becomes increasingly crucial to further improve the understanding of the Arctic climate system.
format Thesis
author Senftleben, Daniel
author_facet Senftleben, Daniel
author_sort Senftleben, Daniel
title Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
title_short Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
title_full Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
title_fullStr Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
title_full_unstemmed Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections
title_sort arctic sea ice in earth system models: decadal hindcast skill and constraints of long-term projections
publishDate 2019
url https://elib.dlr.de/126941/
https://elib.dlr.de/126941/1/FB-2019-8_Senftleben%20Komp.Datei.pdf
geographic Arctic
Greenland
geographic_facet Arctic
Greenland
genre Arctic
Arctic
Beaufort Sea
Greenland
North Atlantic
Sea ice
genre_facet Arctic
Arctic
Beaufort Sea
Greenland
North Atlantic
Sea ice
op_relation https://elib.dlr.de/126941/1/FB-2019-8_Senftleben%20Komp.Datei.pdf
Senftleben, Daniel (2019) Arctic sea ice in Earth system models: decadal hindcast skill and constraints of long-term projections. Dissertation, Ludwig-Maximilian-Universität München.
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