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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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 |
_version_ |
1814719937768325120 |