Trend and pattern classification of surface air temperature change in the Arctic region

Abstract Monthly seasonally adjusted temperatures above latitude 45°N were investigated from January 1973 to November 2013. The study area was divided into 69 sub‐regions of similar size each in the shape of an igloo brick. The data were filtered with a second‐order autoregressive process to remove...

Full description

Bibliographic Details
Published in:Atmospheric Science Letters
Main Authors: Wanishsakpong, Wandee, McNeil, Nittaya, Notodiputro, Khairil A.
Other Authors: Center of Excellence in Mathematics
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2016
Subjects:
Online Access:http://dx.doi.org/10.1002/asl.668
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fasl.668
https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/asl.668
id crwiley:10.1002/asl.668
record_format openpolar
spelling crwiley:10.1002/asl.668 2024-06-02T08:01:05+00:00 Trend and pattern classification of surface air temperature change in the Arctic region Wanishsakpong, Wandee McNeil, Nittaya Notodiputro, Khairil A. Center of Excellence in Mathematics 2016 http://dx.doi.org/10.1002/asl.668 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fasl.668 https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/asl.668 en eng Wiley http://creativecommons.org/licenses/by/4.0/ Atmospheric Science Letters volume 17, issue 7, page 378-383 ISSN 1530-261X 1530-261X journal-article 2016 crwiley https://doi.org/10.1002/asl.668 2024-05-03T11:27:41Z Abstract Monthly seasonally adjusted temperatures above latitude 45°N were investigated from January 1973 to November 2013. The study area was divided into 69 sub‐regions of similar size each in the shape of an igloo brick. The data were filtered with a second‐order autoregressive process to remove autocorrelation. Two sub‐regions did not have sufficient data due to substantial numbers of missing values. Factor analysis was then applied to the remaining 67 sub‐regions and was used to classify regions with similar temperature changes. As a result, 63 sub‐regions could be classified based on 12 factors but 4 sub‐regions could not be grouped due to uniqueness. The temperatures for each group of sub‐regions were found to increase during 1973–2013. The largest temperature increases of 0.19 °C/decade were found in northern and southern Siberia and part of the Arctic Ocean. In northern Canada, Alaska, the northern Pacific Ocean and eastern Siberia the temperatures increased by at least 0.16 °C/decade. In Iceland, Norway, Sweden and part of the Pacific and Arctic Oceans the temperature increased by around 0.15 °C/decade. In northeastern Canada, Greenland and its surrounding Atlantic Ocean and the Arctic Ocean the temperature increased by about 0.15 °C/decade. Article in Journal/Newspaper Arctic Arctic Ocean Greenland Iceland Alaska Siberia Wiley Online Library Arctic Arctic Ocean Canada Greenland Pacific Norway Atmospheric Science Letters 17 7 378 383
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Monthly seasonally adjusted temperatures above latitude 45°N were investigated from January 1973 to November 2013. The study area was divided into 69 sub‐regions of similar size each in the shape of an igloo brick. The data were filtered with a second‐order autoregressive process to remove autocorrelation. Two sub‐regions did not have sufficient data due to substantial numbers of missing values. Factor analysis was then applied to the remaining 67 sub‐regions and was used to classify regions with similar temperature changes. As a result, 63 sub‐regions could be classified based on 12 factors but 4 sub‐regions could not be grouped due to uniqueness. The temperatures for each group of sub‐regions were found to increase during 1973–2013. The largest temperature increases of 0.19 °C/decade were found in northern and southern Siberia and part of the Arctic Ocean. In northern Canada, Alaska, the northern Pacific Ocean and eastern Siberia the temperatures increased by at least 0.16 °C/decade. In Iceland, Norway, Sweden and part of the Pacific and Arctic Oceans the temperature increased by around 0.15 °C/decade. In northeastern Canada, Greenland and its surrounding Atlantic Ocean and the Arctic Ocean the temperature increased by about 0.15 °C/decade.
author2 Center of Excellence in Mathematics
format Article in Journal/Newspaper
author Wanishsakpong, Wandee
McNeil, Nittaya
Notodiputro, Khairil A.
spellingShingle Wanishsakpong, Wandee
McNeil, Nittaya
Notodiputro, Khairil A.
Trend and pattern classification of surface air temperature change in the Arctic region
author_facet Wanishsakpong, Wandee
McNeil, Nittaya
Notodiputro, Khairil A.
author_sort Wanishsakpong, Wandee
title Trend and pattern classification of surface air temperature change in the Arctic region
title_short Trend and pattern classification of surface air temperature change in the Arctic region
title_full Trend and pattern classification of surface air temperature change in the Arctic region
title_fullStr Trend and pattern classification of surface air temperature change in the Arctic region
title_full_unstemmed Trend and pattern classification of surface air temperature change in the Arctic region
title_sort trend and pattern classification of surface air temperature change in the arctic region
publisher Wiley
publishDate 2016
url http://dx.doi.org/10.1002/asl.668
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fasl.668
https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/asl.668
geographic Arctic
Arctic Ocean
Canada
Greenland
Pacific
Norway
geographic_facet Arctic
Arctic Ocean
Canada
Greenland
Pacific
Norway
genre Arctic
Arctic Ocean
Greenland
Iceland
Alaska
Siberia
genre_facet Arctic
Arctic Ocean
Greenland
Iceland
Alaska
Siberia
op_source Atmospheric Science Letters
volume 17, issue 7, page 378-383
ISSN 1530-261X 1530-261X
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1002/asl.668
container_title Atmospheric Science Letters
container_volume 17
container_issue 7
container_start_page 378
op_container_end_page 383
_version_ 1800745327492333568