Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification

Future projections of the atmospheric circulation over the Northern Hemisphere high latitudes, especially the North Atlantic, have high uncertainties and some of the projected changes are opposed to circulation changes that have been observed since the 2000s. In this thesis, we focus on three partic...

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Main Author: Belleflamme, Alexandre
Other Authors: Cornet, Yves, Hubert, Aurelia, Erpicum, Michel, Carrega, Pierre, Fettweis, Xavier, Schneider, Christoph
Format: Text
Language:unknown
Published: Universite de Liege 2015
Subjects:
Online Access:http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-03262015-160037/
id ftbictel:oai:ETDULg:ULgetd-03262015-160037
record_format openpolar
institution Open Polar
collection Université de Liege: BICTEL/e-ULg - Serveur institutionnel des thèses de doctorat
op_collection_id ftbictel
language unknown
topic atmospheric circulation
circulation type classification
Arctic
Greenland
Europe
reanalyses
general circulation models
spellingShingle atmospheric circulation
circulation type classification
Arctic
Greenland
Europe
reanalyses
general circulation models
Belleflamme, Alexandre
Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
topic_facet atmospheric circulation
circulation type classification
Arctic
Greenland
Europe
reanalyses
general circulation models
description Future projections of the atmospheric circulation over the Northern Hemisphere high latitudes, especially the North Atlantic, have high uncertainties and some of the projected changes are opposed to circulation changes that have been observed since the 2000s. In this thesis, we focus on three particular aspects of the past and projected future summertime atmospheric circulation over the broader North Atlantic region. First, we analyse whether the 2007-2012 summertime anticyclonic anomaly over the Beaufort Sea, the Canadian Arctic Archipelago, and Greenland might rather be due to global warming or to the internal variability of the atmospheric circulation by putting it in perspective with the circulation variability over the last 150 years given by five reanalysis datasets. Then, this analysis is extended for the future circulation projected towards 2100 by CMIP3 and CMIP5 General Circulation Models (GCMs) over Greenland. Finally, we evaluate the impact of the uncertainties of the future atmospheric circulation projections on the mitigating or enhancing influence of the summertime circulation changes on temperature and precipitation over Europe. We use an automatic circulation type classification to analyse in detail the atmospheric circulation changes by grouping similar daily SLP (mean sea level pressure) or Z500 (500 hPa geopotential height) fields into homogeneous circulation types. It appears that the choice of the index, on the basis of which the days are grouped together, strongly influences the characteristics of the circulation types and the kinds of circulation changes that can be detected. In comparison with Euclidean distance and pressure gradient-based indices, correlation-based indices, especially the Spearman rank correlation, are the most suitable indices when focusing on the circulation pattern. Over the Arctic region, four periods with circulation anomalies similar to that of 2007-2012 (i.e. a summertime anticyclonic anomaly over the western Arctic region) have been detected over the last 150 years, despite a higher uncertainty of the circulation given by the reanalyses due to the scarcity of observational data before 1940. Nevertheless, the 2007-2012 anomaly appears to be exceptional and several connections with other variables, such as the North Atlantic Oscillation index and sea ice loss, suggest that it could be part of a major climatic anomaly extending beyond the Arctic region. However, the occurrence of similar periods in the past and the influence of several external and internal forcings do not allow us to attribute it to global warming. The future summertime atmospheric circulation projected by GCMs over Greenland confirms this conclusion. In fact, no significant circulation pattern changes are simulated towards 2100, besides a generalised Z500 increase caused by the projected warming. Since GCMs are able to simulate atmospheric circulation changes over other regions and since the atmospheric circulation itself is influenced by other variables, such as sea ice or snow extent, which are already impacted by long-term changes, we conclude that the 2007-2012 anomaly could rather be attributed to the internal variability of the climatic system. Finally, we evidence that projected future atmospheric circulation changes impact on the SLP and precipitation changes simulated over Europe towards 2100 for summer. Over north-western Europe, these circulation changes could mitigate the SLP decrease by around 50 % and cancel out the precipitation increase. Nevertheless, high uncertainties among the GCMs on the magnitude and even on the sign of these changes cast doubt on the reliability of these projections. On the other hand, future atmospheric circulation changes are not projected to affect significantly the warming and drying simulated for the next decades over the Mediterranean region and eastern Europe.
author2 Cornet, Yves
Hubert, Aurelia
Erpicum, Michel
Carrega, Pierre
Fettweis, Xavier
Schneider, Christoph
format Text
author Belleflamme, Alexandre
author_facet Belleflamme, Alexandre
author_sort Belleflamme, Alexandre
title Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
title_short Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
title_full Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
title_fullStr Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
title_full_unstemmed Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification
title_sort detection of past and future atmospheric circulation changes over the north atlantic region with the help of an automatic circulation type classification
publisher Universite de Liege
publishDate 2015
url http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-03262015-160037/
geographic Arctic
Canadian Arctic Archipelago
Greenland
geographic_facet Arctic
Canadian Arctic Archipelago
Greenland
genre Arctic Archipelago
Arctic
Beaufort Sea
Canadian Arctic Archipelago
Global warming
Greenland
North Atlantic
North Atlantic oscillation
Sea ice
genre_facet Arctic Archipelago
Arctic
Beaufort Sea
Canadian Arctic Archipelago
Global warming
Greenland
North Atlantic
North Atlantic oscillation
Sea ice
op_source http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-03262015-160037/
op_rights mixed
Je certifie avoir complété et signé le contrat BICTEL/e remis par le gestionnaire facultaire.
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spelling ftbictel:oai:ETDULg:ULgetd-03262015-160037 2023-05-15T14:29:04+02:00 Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification Belleflamme, Alexandre Cornet, Yves Hubert, Aurelia Erpicum, Michel Carrega, Pierre Fettweis, Xavier Schneider, Christoph 2015-03-25 application/pdf http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-03262015-160037/ unknown Universite de Liege mixed Je certifie avoir complété et signé le contrat BICTEL/e remis par le gestionnaire facultaire. http://bictel.ulg.ac.be/ETD-db/collection/available/ULgetd-03262015-160037/ atmospheric circulation circulation type classification Arctic Greenland Europe reanalyses general circulation models text 2015 ftbictel 2020-10-21T06:30:23Z Future projections of the atmospheric circulation over the Northern Hemisphere high latitudes, especially the North Atlantic, have high uncertainties and some of the projected changes are opposed to circulation changes that have been observed since the 2000s. In this thesis, we focus on three particular aspects of the past and projected future summertime atmospheric circulation over the broader North Atlantic region. First, we analyse whether the 2007-2012 summertime anticyclonic anomaly over the Beaufort Sea, the Canadian Arctic Archipelago, and Greenland might rather be due to global warming or to the internal variability of the atmospheric circulation by putting it in perspective with the circulation variability over the last 150 years given by five reanalysis datasets. Then, this analysis is extended for the future circulation projected towards 2100 by CMIP3 and CMIP5 General Circulation Models (GCMs) over Greenland. Finally, we evaluate the impact of the uncertainties of the future atmospheric circulation projections on the mitigating or enhancing influence of the summertime circulation changes on temperature and precipitation over Europe. We use an automatic circulation type classification to analyse in detail the atmospheric circulation changes by grouping similar daily SLP (mean sea level pressure) or Z500 (500 hPa geopotential height) fields into homogeneous circulation types. It appears that the choice of the index, on the basis of which the days are grouped together, strongly influences the characteristics of the circulation types and the kinds of circulation changes that can be detected. In comparison with Euclidean distance and pressure gradient-based indices, correlation-based indices, especially the Spearman rank correlation, are the most suitable indices when focusing on the circulation pattern. Over the Arctic region, four periods with circulation anomalies similar to that of 2007-2012 (i.e. a summertime anticyclonic anomaly over the western Arctic region) have been detected over the last 150 years, despite a higher uncertainty of the circulation given by the reanalyses due to the scarcity of observational data before 1940. Nevertheless, the 2007-2012 anomaly appears to be exceptional and several connections with other variables, such as the North Atlantic Oscillation index and sea ice loss, suggest that it could be part of a major climatic anomaly extending beyond the Arctic region. However, the occurrence of similar periods in the past and the influence of several external and internal forcings do not allow us to attribute it to global warming. The future summertime atmospheric circulation projected by GCMs over Greenland confirms this conclusion. In fact, no significant circulation pattern changes are simulated towards 2100, besides a generalised Z500 increase caused by the projected warming. Since GCMs are able to simulate atmospheric circulation changes over other regions and since the atmospheric circulation itself is influenced by other variables, such as sea ice or snow extent, which are already impacted by long-term changes, we conclude that the 2007-2012 anomaly could rather be attributed to the internal variability of the climatic system. Finally, we evidence that projected future atmospheric circulation changes impact on the SLP and precipitation changes simulated over Europe towards 2100 for summer. Over north-western Europe, these circulation changes could mitigate the SLP decrease by around 50 % and cancel out the precipitation increase. Nevertheless, high uncertainties among the GCMs on the magnitude and even on the sign of these changes cast doubt on the reliability of these projections. On the other hand, future atmospheric circulation changes are not projected to affect significantly the warming and drying simulated for the next decades over the Mediterranean region and eastern Europe. Text Arctic Archipelago Arctic Beaufort Sea Canadian Arctic Archipelago Global warming Greenland North Atlantic North Atlantic oscillation Sea ice Université de Liege: BICTEL/e-ULg - Serveur institutionnel des thèses de doctorat Arctic Canadian Arctic Archipelago Greenland