Advantages of a variable‐resolution global climate model in reproducing the seasonal evolution of East Asian summer monsoon
The East Asian summer monsoon (EASM) is unique among monsoon systems that it features meridional evolution of the summer monsoon. In this study, we evaluate the performances of a Variable‐Resolution Community Earth System Model (VR‐CESM) regionally refined over eastern China (14 km) in reproducing t...
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Veröffentlicht in: | International journal of climatology 2023-01, Vol.43 (1), p.575-592 |
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description | The East Asian summer monsoon (EASM) is unique among monsoon systems that it features meridional evolution of the summer monsoon. In this study, we evaluate the performances of a Variable‐Resolution Community Earth System Model (VR‐CESM) regionally refined over eastern China (14 km) in reproducing the seasonal evolution of EASM precipitation over China. Compared with reference datasets, VR‐CESM shows better performance than the corresponding globally uniform coarse‐resolution model CESM (quasi‐uniform 1°), especially over western China where complex local topography exists. The northward monsoon migration is closely related to low‐level southerly flows and vertical moisture advection, which are more reasonably simulated in VR‐CESM. The four critical timings of the EASM (monsoon onset, withdrawal, peak, and duration) are also better captured in VR‐CESM than in CESM. The corresponding spatial Pearson correlation coefficients of the four critical timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM. Both models are most accurate in simulating monsoon onset and least accurate at simulating the monsoon peak. The overestimated zonal thermal contrast in CESM is responsible for the earlier monsoon onset and excessive precipitation in September over the Yangtze River valley. Finer resolution in VR‐CESM, especially over the Tibetan Plateau (TP), appears to be a main factor in simulating better zonal thermal contrast and seasonal evolution of the EASM.
The four critical timings of EASM (monsoon onset, withdrawal, peak, and duration) are better captured in VR‐CESM. The corresponding spatial correlation coefficients of the four timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM. |
doi_str_mv | 10.1002/joc.7796 |
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The four critical timings of EASM (monsoon onset, withdrawal, peak, and duration) are better captured in VR‐CESM. The corresponding spatial correlation coefficients of the four timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM.</description><identifier>ISSN: 0899-8418</identifier><identifier>EISSN: 1097-0088</identifier><identifier>DOI: 10.1002/joc.7796</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Advection ; Climate models ; Coefficients ; Correlation coefficient ; Correlation coefficients ; Datasets ; East Asian monsoon ; East Asian summer monsoon ; Evolution ; Global climate ; Global climate models ; low‐level circulation ; Modelling ; Moisture effects ; Monsoon onset ; Monsoon precipitation ; Monsoons ; Precipitation ; Resolution ; River valleys ; seasonal evolution ; Simulation ; Summer ; Summer monsoon ; thermal contrast ; VR‐CESM ; Wind</subject><ispartof>International journal of climatology, 2023-01, Vol.43 (1), p.575-592</ispartof><rights>2022 The Authors. published by John Wiley & Sons Ltd on behalf of Royal Meteorological Society.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3276-bfb616e236ea0b423453b62767de6e047b52fe3cb43919e8987682a0720eea023</citedby><cites>FETCH-LOGICAL-c3276-bfb616e236ea0b423453b62767de6e047b52fe3cb43919e8987682a0720eea023</cites><orcidid>0000-0002-7703-5565 ; 0000-0002-8925-1011 ; 0000-0001-9712-5368</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fjoc.7796$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjoc.7796$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids></links><search><creatorcontrib>Zhu, Haonan</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><creatorcontrib>Xu, Zexuan</creatorcontrib><creatorcontrib>Di Vittorio, Alan V.</creatorcontrib><creatorcontrib>Xin, Xiaoge</creatorcontrib><creatorcontrib>Xiao, Chan</creatorcontrib><creatorcontrib>Li, Yonghua</creatorcontrib><title>Advantages of a variable‐resolution global climate model in reproducing the seasonal evolution of East Asian summer monsoon</title><title>International journal of climatology</title><description>The East Asian summer monsoon (EASM) is unique among monsoon systems that it features meridional evolution of the summer monsoon. In this study, we evaluate the performances of a Variable‐Resolution Community Earth System Model (VR‐CESM) regionally refined over eastern China (14 km) in reproducing the seasonal evolution of EASM precipitation over China. Compared with reference datasets, VR‐CESM shows better performance than the corresponding globally uniform coarse‐resolution model CESM (quasi‐uniform 1°), especially over western China where complex local topography exists. The northward monsoon migration is closely related to low‐level southerly flows and vertical moisture advection, which are more reasonably simulated in VR‐CESM. The four critical timings of the EASM (monsoon onset, withdrawal, peak, and duration) are also better captured in VR‐CESM than in CESM. The corresponding spatial Pearson correlation coefficients of the four critical timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM. Both models are most accurate in simulating monsoon onset and least accurate at simulating the monsoon peak. The overestimated zonal thermal contrast in CESM is responsible for the earlier monsoon onset and excessive precipitation in September over the Yangtze River valley. Finer resolution in VR‐CESM, especially over the Tibetan Plateau (TP), appears to be a main factor in simulating better zonal thermal contrast and seasonal evolution of the EASM.
The four critical timings of EASM (monsoon onset, withdrawal, peak, and duration) are better captured in VR‐CESM. The corresponding spatial correlation coefficients of the four timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM.</description><subject>Advection</subject><subject>Climate models</subject><subject>Coefficients</subject><subject>Correlation coefficient</subject><subject>Correlation coefficients</subject><subject>Datasets</subject><subject>East Asian monsoon</subject><subject>East Asian summer monsoon</subject><subject>Evolution</subject><subject>Global climate</subject><subject>Global climate models</subject><subject>low‐level circulation</subject><subject>Modelling</subject><subject>Moisture effects</subject><subject>Monsoon onset</subject><subject>Monsoon precipitation</subject><subject>Monsoons</subject><subject>Precipitation</subject><subject>Resolution</subject><subject>River valleys</subject><subject>seasonal evolution</subject><subject>Simulation</subject><subject>Summer</subject><subject>Summer monsoon</subject><subject>thermal contrast</subject><subject>VR‐CESM</subject><subject>Wind</subject><issn>0899-8418</issn><issn>1097-0088</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><recordid>eNp1kE1OwzAQRi0EEqUgcQRLbNik2HFix8uqKn-q1A2sIzuZlFSOXeykqAskjsAZOQkuhSWrWcz7nmY-hC4pmVBC0pu1qyZCSH6ERpRIkRBSFMdoRAopkyKjxSk6C2FNCJGS8hF6n9ZbZXu1goBdgxXeKt8qbeDr49NDcGboW2fxyjitDK5M26kecOdqMLi12MPGu3qoWrvC_QvgACo4G0nY_kWjda5Cj6ehVRaHoevAR4ENztlzdNIoE-Did47R8-38aXafLJZ3D7PpIqlYKniiG80ph5RxUERnKctypnnciBo4kEzoPG2AVTpjkkooZCF4kSoiUgIxkbIxujp447WvA4S-XLvBxztDGS25ZEzkNFLXB6ryLgQPTbnx8V-_Kykp9-XGVFXuy41ockDfWgO7f7nycTn74b8BUZN9aQ</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Zhu, Haonan</creator><creator>Zhang, Jie</creator><creator>Xu, Zexuan</creator><creator>Di Vittorio, Alan V.</creator><creator>Xin, Xiaoge</creator><creator>Xiao, Chan</creator><creator>Li, Yonghua</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>WIN</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>7TN</scope><scope>F1W</scope><scope>H96</scope><scope>KL.</scope><scope>L.G</scope><orcidid>https://orcid.org/0000-0002-7703-5565</orcidid><orcidid>https://orcid.org/0000-0002-8925-1011</orcidid><orcidid>https://orcid.org/0000-0001-9712-5368</orcidid></search><sort><creationdate>202301</creationdate><title>Advantages of a variable‐resolution global climate model in reproducing the seasonal evolution of East Asian summer monsoon</title><author>Zhu, Haonan ; Zhang, Jie ; Xu, Zexuan ; Di Vittorio, Alan V. ; Xin, Xiaoge ; Xiao, Chan ; Li, Yonghua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3276-bfb616e236ea0b423453b62767de6e047b52fe3cb43919e8987682a0720eea023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Advection</topic><topic>Climate models</topic><topic>Coefficients</topic><topic>Correlation coefficient</topic><topic>Correlation coefficients</topic><topic>Datasets</topic><topic>East Asian monsoon</topic><topic>East Asian summer monsoon</topic><topic>Evolution</topic><topic>Global climate</topic><topic>Global climate models</topic><topic>low‐level circulation</topic><topic>Modelling</topic><topic>Moisture effects</topic><topic>Monsoon onset</topic><topic>Monsoon precipitation</topic><topic>Monsoons</topic><topic>Precipitation</topic><topic>Resolution</topic><topic>River valleys</topic><topic>seasonal evolution</topic><topic>Simulation</topic><topic>Summer</topic><topic>Summer monsoon</topic><topic>thermal contrast</topic><topic>VR‐CESM</topic><topic>Wind</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhu, Haonan</creatorcontrib><creatorcontrib>Zhang, Jie</creatorcontrib><creatorcontrib>Xu, Zexuan</creatorcontrib><creatorcontrib>Di Vittorio, Alan V.</creatorcontrib><creatorcontrib>Xin, Xiaoge</creatorcontrib><creatorcontrib>Xiao, Chan</creatorcontrib><creatorcontrib>Li, Yonghua</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Wiley Online Library (Open Access Collection)</collection><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>International journal of climatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhu, Haonan</au><au>Zhang, Jie</au><au>Xu, Zexuan</au><au>Di Vittorio, Alan V.</au><au>Xin, Xiaoge</au><au>Xiao, Chan</au><au>Li, Yonghua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Advantages of a variable‐resolution global climate model in reproducing the seasonal evolution of East Asian summer monsoon</atitle><jtitle>International journal of climatology</jtitle><date>2023-01</date><risdate>2023</risdate><volume>43</volume><issue>1</issue><spage>575</spage><epage>592</epage><pages>575-592</pages><issn>0899-8418</issn><eissn>1097-0088</eissn><abstract>The East Asian summer monsoon (EASM) is unique among monsoon systems that it features meridional evolution of the summer monsoon. In this study, we evaluate the performances of a Variable‐Resolution Community Earth System Model (VR‐CESM) regionally refined over eastern China (14 km) in reproducing the seasonal evolution of EASM precipitation over China. Compared with reference datasets, VR‐CESM shows better performance than the corresponding globally uniform coarse‐resolution model CESM (quasi‐uniform 1°), especially over western China where complex local topography exists. The northward monsoon migration is closely related to low‐level southerly flows and vertical moisture advection, which are more reasonably simulated in VR‐CESM. The four critical timings of the EASM (monsoon onset, withdrawal, peak, and duration) are also better captured in VR‐CESM than in CESM. The corresponding spatial Pearson correlation coefficients of the four critical timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM. Both models are most accurate in simulating monsoon onset and least accurate at simulating the monsoon peak. The overestimated zonal thermal contrast in CESM is responsible for the earlier monsoon onset and excessive precipitation in September over the Yangtze River valley. Finer resolution in VR‐CESM, especially over the Tibetan Plateau (TP), appears to be a main factor in simulating better zonal thermal contrast and seasonal evolution of the EASM.
The four critical timings of EASM (monsoon onset, withdrawal, peak, and duration) are better captured in VR‐CESM. The corresponding spatial correlation coefficients of the four timings with respect to reference datasets are about 0.1 higher in VR‐CESM than those in CESM.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><doi>10.1002/joc.7796</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-7703-5565</orcidid><orcidid>https://orcid.org/0000-0002-8925-1011</orcidid><orcidid>https://orcid.org/0000-0001-9712-5368</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Advection Climate models Coefficients Correlation coefficient Correlation coefficients Datasets East Asian monsoon East Asian summer monsoon Evolution Global climate Global climate models low‐level circulation Modelling Moisture effects Monsoon onset Monsoon precipitation Monsoons Precipitation Resolution River valleys seasonal evolution Simulation Summer Summer monsoon thermal contrast VR‐CESM Wind |
title | Advantages of a variable‐resolution global climate model in reproducing the seasonal evolution of East Asian summer monsoon |
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