Monthly changes in the influence of the Arctic oscillation on surface air temperature over China

Partial Least Squares Regression (PLSR) is used to study monthly changes in the influence of the Arctic Oscillation (AO) on spring, summer and autumn air temperature over China with the January 500 hPa geopotential height data from 1951 to 2004 and monthly temperature data from January to November a...

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Published in:Advances in Atmospheric Sciences
Main Authors: Huang, Jiayou, Tan, Benkui, Suo, Lingling, Hu, Yongyun
Other Authors: Huang, JY (reprint author), Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China., Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China.
Format: Journal/Newspaper
Language:English
Published: 大气科学进展英文版 2007
Subjects:
Online Access:https://hdl.handle.net/20.500.11897/149037
https://doi.org/10.1007/s00376-007-0799-x
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spelling ftpekinguniv:oai:localhost:20.500.11897/149037 2023-05-15T14:51:37+02:00 Monthly changes in the influence of the Arctic oscillation on surface air temperature over China Huang, Jiayou Tan, Benkui Suo, Lingling Hu, Yongyun Huang, JY (reprint author), Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China. Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China. 2007 https://hdl.handle.net/20.500.11897/149037 https://doi.org/10.1007/s00376-007-0799-x en eng 大气科学进展英文版 ADVANCES IN ATMOSPHERIC SCIENCES.2007,24,(5),799-807. 965642 0256-1530 http://hdl.handle.net/20.500.11897/149037 doi:10.1007/s00376-007-0799-x WOS:000249569100005 SCI arctic oscillation temperature field monthly changes partial least squares regression ASIAN WINTER MONSOON NORTH-ATLANTIC OSCILLATION POSSIBLE IMPACTS CLIMATE-CHANGE EAST-ASIA VARIABILITY PREDICTION REGRESSION Journal 2007 ftpekinguniv https://doi.org/20.500.11897/149037 https://doi.org/10.1007/s00376-007-0799-x 2021-08-01T07:58:47Z Partial Least Squares Regression (PLSR) is used to study monthly changes in the influence of the Arctic Oscillation (AO) on spring, summer and autumn air temperature over China with the January 500 hPa geopotential height data from 1951 to 2004 and monthly temperature data from January to November at 160 stations in China. Several AO indices have been defined with the 500-hPa geopotential data and the index defined as the first principal component of the normalized geopotential data is best to be used to study the influence of the AO on SAT (surface air temperature) in China. There are three modes through which the AO in winter influences SAT in China. The influence of the AO on SAT in China changes monthly and is stronger in spring and summer than in autumn. The main influenced regions are Northeast China and the Changjiang River drainage area. Meteorology & Atmospheric Sciences SCI(E) 中国科学引文数据库(CSCD) 0 ARTICLE 5 799-807 24 Journal/Newspaper Arctic Climate change North Atlantic North Atlantic oscillation Peking University Institutional Repository (PKU IR) Arctic Advances in Atmospheric Sciences 24 5 799 807
institution Open Polar
collection Peking University Institutional Repository (PKU IR)
op_collection_id ftpekinguniv
language English
topic arctic oscillation
temperature field
monthly changes
partial least squares regression
ASIAN WINTER MONSOON
NORTH-ATLANTIC OSCILLATION
POSSIBLE IMPACTS
CLIMATE-CHANGE
EAST-ASIA
VARIABILITY
PREDICTION
REGRESSION
spellingShingle arctic oscillation
temperature field
monthly changes
partial least squares regression
ASIAN WINTER MONSOON
NORTH-ATLANTIC OSCILLATION
POSSIBLE IMPACTS
CLIMATE-CHANGE
EAST-ASIA
VARIABILITY
PREDICTION
REGRESSION
Huang, Jiayou
Tan, Benkui
Suo, Lingling
Hu, Yongyun
Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
topic_facet arctic oscillation
temperature field
monthly changes
partial least squares regression
ASIAN WINTER MONSOON
NORTH-ATLANTIC OSCILLATION
POSSIBLE IMPACTS
CLIMATE-CHANGE
EAST-ASIA
VARIABILITY
PREDICTION
REGRESSION
description Partial Least Squares Regression (PLSR) is used to study monthly changes in the influence of the Arctic Oscillation (AO) on spring, summer and autumn air temperature over China with the January 500 hPa geopotential height data from 1951 to 2004 and monthly temperature data from January to November at 160 stations in China. Several AO indices have been defined with the 500-hPa geopotential data and the index defined as the first principal component of the normalized geopotential data is best to be used to study the influence of the AO on SAT (surface air temperature) in China. There are three modes through which the AO in winter influences SAT in China. The influence of the AO on SAT in China changes monthly and is stronger in spring and summer than in autumn. The main influenced regions are Northeast China and the Changjiang River drainage area. Meteorology & Atmospheric Sciences SCI(E) 中国科学引文数据库(CSCD) 0 ARTICLE 5 799-807 24
author2 Huang, JY (reprint author), Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China.
Peking Univ, Sch Phys, Dept Atmospher Sci, Beijing 100871, Peoples R China.
format Journal/Newspaper
author Huang, Jiayou
Tan, Benkui
Suo, Lingling
Hu, Yongyun
author_facet Huang, Jiayou
Tan, Benkui
Suo, Lingling
Hu, Yongyun
author_sort Huang, Jiayou
title Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
title_short Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
title_full Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
title_fullStr Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
title_full_unstemmed Monthly changes in the influence of the Arctic oscillation on surface air temperature over China
title_sort monthly changes in the influence of the arctic oscillation on surface air temperature over china
publisher 大气科学进展英文版
publishDate 2007
url https://hdl.handle.net/20.500.11897/149037
https://doi.org/10.1007/s00376-007-0799-x
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
North Atlantic
North Atlantic oscillation
genre_facet Arctic
Climate change
North Atlantic
North Atlantic oscillation
op_source SCI
op_relation ADVANCES IN ATMOSPHERIC SCIENCES.2007,24,(5),799-807.
965642
0256-1530
http://hdl.handle.net/20.500.11897/149037
doi:10.1007/s00376-007-0799-x
WOS:000249569100005
op_doi https://doi.org/20.500.11897/149037
https://doi.org/10.1007/s00376-007-0799-x
container_title Advances in Atmospheric Sciences
container_volume 24
container_issue 5
container_start_page 799
op_container_end_page 807
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