Exploring Arctic-midlatitude teleconnections using observations and numerical models
The Arctic is warming at a much faster rate than the rest of the globe, with large declines in sea ice, snow cover and permafrost over the last decades. These profound changes have been proposed to influence the midlatitude atmospheric circulation in ways that lead to midlatitude extreme weather eve...
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The University of Bergen
2021
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ftunivbergen:oai:bora.uib.no:11250/2756202 2023-05-15T14:28:12+02:00 Exploring Arctic-midlatitude teleconnections using observations and numerical models Siew, Yu Feng orcid:0000-0003-4163-4416 2021-05-19T14:02:26.137Z application/pdf https://hdl.handle.net/11250/2756202 eng eng The University of Bergen Paper 1: P. Y. F. Siew, C. Li, S. P. Sobolowski, M. P. King, Intermittency of Arctic–midlatitude teleconnections: stratospheric pathway between autumn sea ice and the winter North Atlantic Oscillation. Weather and Climate Dynamics, 1, 261-275 (2020). The article is available at: https://hdl.handle.net/11250/2756193 Paper 2: P. Y. F. Siew, C. Li, M. Ting, S. P. Sobolowski, Y. Wu, X. Chen, North Atlantic Oscillation in winter is largely insensitive to autumn Barents-Kara sea ice variability. The article is not available in BORA. Paper 3: P. Y. F. Siew, C. Li, S. P. Sobolowski, E. Dunn-Sigouin, Atmospheric response to midlatitude and high-latitude surface heating in an idealized moist general circulation model. The article is not available in BORA. Paper 4: E. Madonna, G. Hes, C. Li, C. Michel, P. Y. F. Siew, Control of Barents Sea Wintertime Cyclone Variability by Large-Scale Atmospheric Flow. Geophysical Research Letters, 47, 1–11 (2020). The article is available at: https://hdl.handle.net/11250/2740321 container/4e/a7/14/66/4ea71466-1c0c-4625-8de4-991865d3d20f urn:isbn:9788230856710 urn:isbn:9788230843628 https://hdl.handle.net/11250/2756202 In copyright http://rightsstatements.org/page/InC/1.0/ Copyright the Author. All rights reserved Doctoral thesis 2021 ftunivbergen 2023-03-14T17:41:44Z The Arctic is warming at a much faster rate than the rest of the globe, with large declines in sea ice, snow cover and permafrost over the last decades. These profound changes have been proposed to influence the midlatitude atmospheric circulation in ways that lead to midlatitude extreme weather events that impact millions of people. Observational studies to date mostly support the existence of linkages from the Arctic to midlatitudes, but whether these linkages represent causal relationships is uncertain. Some modelling studies show that changes within the Arctic can influence regions outside the Arctic, but it is not clear how applicable these results are for understanding recent variability and trends in the midlatitudes. This thesis asks whether Arctic change has already had a noticeable effect on midlatitude circulation, and investigates the robustness of the proposed underlying mechanisms. It consists of four papers that employ a variety of tools including causal inference algorithms, comprehensive climate models and idealized general circulation models to address these research questions. We used the Causal Effect Networks approach to test the robustness of a proposed pathway from autumn Barents-Kara sea ice to the winter North Atlantic Oscillation (NAO) via the stratospheric polar vortex (Paper I). Results show that the pathway is highly intermittent and less robust than previously thought. Given the possibility of an intermittent ice-NAO pathway in the real world, we investigated whether such a pathway also exists in state-of-the-art climate models (Paper II). Among bootstrapped samples of long climate simulations, a small number reproduce the observed relationship, but we find no evidence of a causal pathway. These results suggest that even an intermittent causal pathway is unlikely, and that the observed relationship is largely the result of internal variability. Taking one step back, the proposed ice-NAO causal linkage stems from the question of how the atmosphere adjusts to anomalous surface heating ... Doctoral or Postdoctoral Thesis Arctic Arctic Ice Kara Sea North Atlantic North Atlantic oscillation permafrost Sea ice University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic Kara Sea |
institution |
Open Polar |
collection |
University of Bergen: Bergen Open Research Archive (BORA-UiB) |
op_collection_id |
ftunivbergen |
language |
English |
description |
The Arctic is warming at a much faster rate than the rest of the globe, with large declines in sea ice, snow cover and permafrost over the last decades. These profound changes have been proposed to influence the midlatitude atmospheric circulation in ways that lead to midlatitude extreme weather events that impact millions of people. Observational studies to date mostly support the existence of linkages from the Arctic to midlatitudes, but whether these linkages represent causal relationships is uncertain. Some modelling studies show that changes within the Arctic can influence regions outside the Arctic, but it is not clear how applicable these results are for understanding recent variability and trends in the midlatitudes. This thesis asks whether Arctic change has already had a noticeable effect on midlatitude circulation, and investigates the robustness of the proposed underlying mechanisms. It consists of four papers that employ a variety of tools including causal inference algorithms, comprehensive climate models and idealized general circulation models to address these research questions. We used the Causal Effect Networks approach to test the robustness of a proposed pathway from autumn Barents-Kara sea ice to the winter North Atlantic Oscillation (NAO) via the stratospheric polar vortex (Paper I). Results show that the pathway is highly intermittent and less robust than previously thought. Given the possibility of an intermittent ice-NAO pathway in the real world, we investigated whether such a pathway also exists in state-of-the-art climate models (Paper II). Among bootstrapped samples of long climate simulations, a small number reproduce the observed relationship, but we find no evidence of a causal pathway. These results suggest that even an intermittent causal pathway is unlikely, and that the observed relationship is largely the result of internal variability. Taking one step back, the proposed ice-NAO causal linkage stems from the question of how the atmosphere adjusts to anomalous surface heating ... |
author2 |
orcid:0000-0003-4163-4416 |
format |
Doctoral or Postdoctoral Thesis |
author |
Siew, Yu Feng |
spellingShingle |
Siew, Yu Feng Exploring Arctic-midlatitude teleconnections using observations and numerical models |
author_facet |
Siew, Yu Feng |
author_sort |
Siew, Yu Feng |
title |
Exploring Arctic-midlatitude teleconnections using observations and numerical models |
title_short |
Exploring Arctic-midlatitude teleconnections using observations and numerical models |
title_full |
Exploring Arctic-midlatitude teleconnections using observations and numerical models |
title_fullStr |
Exploring Arctic-midlatitude teleconnections using observations and numerical models |
title_full_unstemmed |
Exploring Arctic-midlatitude teleconnections using observations and numerical models |
title_sort |
exploring arctic-midlatitude teleconnections using observations and numerical models |
publisher |
The University of Bergen |
publishDate |
2021 |
url |
https://hdl.handle.net/11250/2756202 |
geographic |
Arctic Kara Sea |
geographic_facet |
Arctic Kara Sea |
genre |
Arctic Arctic Ice Kara Sea North Atlantic North Atlantic oscillation permafrost Sea ice |
genre_facet |
Arctic Arctic Ice Kara Sea North Atlantic North Atlantic oscillation permafrost Sea ice |
op_relation |
Paper 1: P. Y. F. Siew, C. Li, S. P. Sobolowski, M. P. King, Intermittency of Arctic–midlatitude teleconnections: stratospheric pathway between autumn sea ice and the winter North Atlantic Oscillation. Weather and Climate Dynamics, 1, 261-275 (2020). The article is available at: https://hdl.handle.net/11250/2756193 Paper 2: P. Y. F. Siew, C. Li, M. Ting, S. P. Sobolowski, Y. Wu, X. Chen, North Atlantic Oscillation in winter is largely insensitive to autumn Barents-Kara sea ice variability. The article is not available in BORA. Paper 3: P. Y. F. Siew, C. Li, S. P. Sobolowski, E. Dunn-Sigouin, Atmospheric response to midlatitude and high-latitude surface heating in an idealized moist general circulation model. The article is not available in BORA. Paper 4: E. Madonna, G. Hes, C. Li, C. Michel, P. Y. F. Siew, Control of Barents Sea Wintertime Cyclone Variability by Large-Scale Atmospheric Flow. Geophysical Research Letters, 47, 1–11 (2020). The article is available at: https://hdl.handle.net/11250/2740321 container/4e/a7/14/66/4ea71466-1c0c-4625-8de4-991865d3d20f urn:isbn:9788230856710 urn:isbn:9788230843628 https://hdl.handle.net/11250/2756202 |
op_rights |
In copyright http://rightsstatements.org/page/InC/1.0/ Copyright the Author. All rights reserved |
_version_ |
1766302363435401216 |