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: Erpicum, Michel, Fettweis, Xavier, Laboratoire de Climatologie et Topoclimatologie
Format: Doctoral or Postdoctoral Thesis
Language:English
Published: ULiège - Université de Liège 2015
Subjects:
Online Access:https://orbi.uliege.be/handle/2268/178963
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spelling ftorbi:oai:orbi.ulg.ac.be:2268/178963 2024-11-03T14:52:02+00:00 Detection of past and future atmospheric circulation changes over the North Atlantic region with the help of an automatic circulation type classification Belleflamme, Alexandre Erpicum, Michel Fettweis, Xavier Laboratoire de Climatologie et Topoclimatologie 2015-03-25 xii, 172 + 76 https://orbi.uliege.be/handle/2268/178963 en eng ULiège - Université de Liège https://orbi.uliege.be/handle/2268/178963 info:hdl:2268/178963 restricted access http://purl.org/coar/access_right/c_16ec info:eu-repo/semantics/restrictedAccess atmospheric circulation circulation type classification Arctic Greenland Europe reanalyses general circulation models circulation atmosphérique classification de types de circulations Arctique Groenland réanalyses modèles de circulation générale Physical chemical mathematical & earth Sciences Earth sciences & physical geography Physique chimie mathématiques & sciences de la terre Sciences de la terre & géographie physique doctoral thesis http://purl.org/coar/resource_type/c_db06 info:eu-repo/semantics/doctoralThesis 2015 ftorbi 2024-10-21T15:24:54Z 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 ... Doctoral or Postdoctoral Thesis Arctic Archipelago Arctic Arctique* Beaufort Sea Canadian Arctic Archipelago Global warming Greenland Groenland North Atlantic University of Liège: ORBi (Open Repository and Bibliography) Arctic Canadian Arctic Archipelago Greenland
institution Open Polar
collection University of Liège: ORBi (Open Repository and Bibliography)
op_collection_id ftorbi
language English
topic atmospheric circulation
circulation type classification
Arctic
Greenland
Europe
reanalyses
general circulation models
circulation atmosphérique
classification de types de circulations
Arctique
Groenland
réanalyses
modèles de circulation générale
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
spellingShingle atmospheric circulation
circulation type classification
Arctic
Greenland
Europe
reanalyses
general circulation models
circulation atmosphérique
classification de types de circulations
Arctique
Groenland
réanalyses
modèles de circulation générale
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
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
circulation atmosphérique
classification de types de circulations
Arctique
Groenland
réanalyses
modèles de circulation générale
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
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 ...
author2 Erpicum, Michel
Fettweis, Xavier
Laboratoire de Climatologie et Topoclimatologie
format Doctoral or Postdoctoral Thesis
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 ULiège - Université de Liège
publishDate 2015
url https://orbi.uliege.be/handle/2268/178963
geographic Arctic
Canadian Arctic Archipelago
Greenland
geographic_facet Arctic
Canadian Arctic Archipelago
Greenland
genre Arctic Archipelago
Arctic
Arctique*
Beaufort Sea
Canadian Arctic Archipelago
Global warming
Greenland
Groenland
North Atlantic
genre_facet Arctic Archipelago
Arctic
Arctique*
Beaufort Sea
Canadian Arctic Archipelago
Global warming
Greenland
Groenland
North Atlantic
op_relation https://orbi.uliege.be/handle/2268/178963
info:hdl:2268/178963
op_rights restricted access
http://purl.org/coar/access_right/c_16ec
info:eu-repo/semantics/restrictedAccess
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