The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016

The freezing index (FI) is one of the most important indicators that shows the variation of permafrost. However, the relationship between climate change and the thermal conditions of permafrost is not understood well. This study analyzed the variation of FI based on 5-cm soil temperature derived fro...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Theoretical and applied climatology 2024-02, Vol.155 (2), p.985-998
Hauptverfasser: Li, Ren, Ma, Junjie, Wu, Tonghua, Wang, Qinxue, Wu, Xiaodong, Zhao, Lin, Wang, Shenning, Hu, Guojie, Liu, Wenhao, Jiao, Yongliang, Yao, Jimin, Xiao, Yao, Zhu, Xiaofan, Shi, Jianzong, Qiao, Yongping
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 998
container_issue 2
container_start_page 985
container_title Theoretical and applied climatology
container_volume 155
creator Li, Ren
Ma, Junjie
Wu, Tonghua
Wang, Qinxue
Wu, Xiaodong
Zhao, Lin
Wang, Shenning
Hu, Guojie
Liu, Wenhao
Jiao, Yongliang
Yao, Jimin
Xiao, Yao
Zhu, Xiaofan
Shi, Jianzong
Qiao, Yongping
description The freezing index (FI) is one of the most important indicators that shows the variation of permafrost. However, the relationship between climate change and the thermal conditions of permafrost is not understood well. This study analyzed the variation of FI based on 5-cm soil temperature derived from 74 meteorological stations from 1977 to 2016 on the Qinghai-Tibet Plateau (QTP). Furthermore, the factors affecting the FI variation and its relationship with permafrost degradation were also discussed. The results showed that FI was much smaller in the interior than other areas of the QTP, and it increased at a rate of 53.0 °C d/10a during the 40 years. FI in the main body of the QTP was relatively stable than surrounding areas; it was more stable in the northern part than in the southern part. On average, the FI variation coefficient was larger than 10%, indicating the large fluctuation of FI during the 40 years. FI decreased with the increasing altitude; it was more sensitive to the altitude in the south of 33° N than in the north. The variation of FI was closely related to the maximum freezing depth (MFD) and the active layer thickness (ALT). It was observed that MFD decreased and ALT increased by approximately 1.4 cm and 1.6 cm, respectively, with each 10.0 °C d increase in FI. The results exhibited the thermal condition variation of the permafrost in QTP and revealed a degrading trend of the permafrost.
doi_str_mv 10.1007/s00704-023-04672-1
format Article
fullrecord <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_miscellaneous_3153603963</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A779499466</galeid><sourcerecordid>A779499466</sourcerecordid><originalsourceid>FETCH-LOGICAL-c376t-b0de745fa92204601a0c8679d5056f4be1412894968dfc9eba9e2a39ed0418963</originalsourceid><addsrcrecordid>eNp9kstu1DAUhiMEEkPhBVhZYgOLtMeXseNlVXGpVKlcBomd5UmOM66SONieUljxDn1DngRPg4TKAlmypePvP-e39VfVcwrHFECdpLKBqIHxGoRUrKYPqhUVXNRCNPxhtQKqVK108-Vx9SSlKwBgUqpVdbvZIUmzzT5kHOcQ7UCubfSHwpRIcMRFxB9-6omfOrwhduqIz4lEHBZm52fyzecdmTGO1sWQMumwj7a7uyfhGiPJZcqH0mRn_a-ftxu_xUzelwZo92VAGAnVSpEcCAMqn1aPnB0SPvtzHlWf37zenL2rLy7fnp-dXtQtVzLXW-hQibWzmrHyaKAW2kYq3a1hLZ3YIhWUNVpo2XSu1bi1GpnlGjsQtNGSH1Uvl75zDF_3mLIZfWpxGOyEYZ8Mp2sugReyoC_-Qa_CPk7FnWGaCs01cCjU8UL1dkDjJxdytG1ZHY6-DRM6X-qnShVTWsiDg1f3BIXJeJN7u0_JnH_6eJ9lC9uWL04RnZmjH238biiYQwjMEgJTQmDuQmBoEfFFlAo89Rj_-v6P6jefmLT5</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2914939030</pqid></control><display><type>article</type><title>The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016</title><source>Springer Online Journals Complete</source><creator>Li, Ren ; Ma, Junjie ; Wu, Tonghua ; Wang, Qinxue ; Wu, Xiaodong ; Zhao, Lin ; Wang, Shenning ; Hu, Guojie ; Liu, Wenhao ; Jiao, Yongliang ; Yao, Jimin ; Xiao, Yao ; Zhu, Xiaofan ; Shi, Jianzong ; Qiao, Yongping</creator><creatorcontrib>Li, Ren ; Ma, Junjie ; Wu, Tonghua ; Wang, Qinxue ; Wu, Xiaodong ; Zhao, Lin ; Wang, Shenning ; Hu, Guojie ; Liu, Wenhao ; Jiao, Yongliang ; Yao, Jimin ; Xiao, Yao ; Zhu, Xiaofan ; Shi, Jianzong ; Qiao, Yongping</creatorcontrib><description>The freezing index (FI) is one of the most important indicators that shows the variation of permafrost. However, the relationship between climate change and the thermal conditions of permafrost is not understood well. This study analyzed the variation of FI based on 5-cm soil temperature derived from 74 meteorological stations from 1977 to 2016 on the Qinghai-Tibet Plateau (QTP). Furthermore, the factors affecting the FI variation and its relationship with permafrost degradation were also discussed. The results showed that FI was much smaller in the interior than other areas of the QTP, and it increased at a rate of 53.0 °C d/10a during the 40 years. FI in the main body of the QTP was relatively stable than surrounding areas; it was more stable in the northern part than in the southern part. On average, the FI variation coefficient was larger than 10%, indicating the large fluctuation of FI during the 40 years. FI decreased with the increasing altitude; it was more sensitive to the altitude in the south of 33° N than in the north. The variation of FI was closely related to the maximum freezing depth (MFD) and the active layer thickness (ALT). It was observed that MFD decreased and ALT increased by approximately 1.4 cm and 1.6 cm, respectively, with each 10.0 °C d increase in FI. The results exhibited the thermal condition variation of the permafrost in QTP and revealed a degrading trend of the permafrost.</description><identifier>ISSN: 0177-798X</identifier><identifier>EISSN: 1434-4483</identifier><identifier>DOI: 10.1007/s00704-023-04672-1</identifier><language>eng</language><publisher>Vienna: Springer Vienna</publisher><subject>Active layer ; Altitude ; Analysis ; Aquatic Pollution ; Atmospheric Protection/Air Quality Control/Air Pollution ; Atmospheric Sciences ; China ; Climate change ; Climatology ; Coefficient of variation ; Degradation ; Earth and Environmental Science ; Earth Sciences ; Freezing ; Global temperature changes ; Permafrost ; Soil degradation ; Soil temperature ; Thickness ; Variation ; Waste Water Technology ; Water Management ; Water Pollution Control ; Weather ; Weather stations</subject><ispartof>Theoretical and applied climatology, 2024-02, Vol.155 (2), p.985-998</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>COPYRIGHT 2024 Springer</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c376t-b0de745fa92204601a0c8679d5056f4be1412894968dfc9eba9e2a39ed0418963</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00704-023-04672-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00704-023-04672-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Li, Ren</creatorcontrib><creatorcontrib>Ma, Junjie</creatorcontrib><creatorcontrib>Wu, Tonghua</creatorcontrib><creatorcontrib>Wang, Qinxue</creatorcontrib><creatorcontrib>Wu, Xiaodong</creatorcontrib><creatorcontrib>Zhao, Lin</creatorcontrib><creatorcontrib>Wang, Shenning</creatorcontrib><creatorcontrib>Hu, Guojie</creatorcontrib><creatorcontrib>Liu, Wenhao</creatorcontrib><creatorcontrib>Jiao, Yongliang</creatorcontrib><creatorcontrib>Yao, Jimin</creatorcontrib><creatorcontrib>Xiao, Yao</creatorcontrib><creatorcontrib>Zhu, Xiaofan</creatorcontrib><creatorcontrib>Shi, Jianzong</creatorcontrib><creatorcontrib>Qiao, Yongping</creatorcontrib><title>The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016</title><title>Theoretical and applied climatology</title><addtitle>Theor Appl Climatol</addtitle><description>The freezing index (FI) is one of the most important indicators that shows the variation of permafrost. However, the relationship between climate change and the thermal conditions of permafrost is not understood well. This study analyzed the variation of FI based on 5-cm soil temperature derived from 74 meteorological stations from 1977 to 2016 on the Qinghai-Tibet Plateau (QTP). Furthermore, the factors affecting the FI variation and its relationship with permafrost degradation were also discussed. The results showed that FI was much smaller in the interior than other areas of the QTP, and it increased at a rate of 53.0 °C d/10a during the 40 years. FI in the main body of the QTP was relatively stable than surrounding areas; it was more stable in the northern part than in the southern part. On average, the FI variation coefficient was larger than 10%, indicating the large fluctuation of FI during the 40 years. FI decreased with the increasing altitude; it was more sensitive to the altitude in the south of 33° N than in the north. The variation of FI was closely related to the maximum freezing depth (MFD) and the active layer thickness (ALT). It was observed that MFD decreased and ALT increased by approximately 1.4 cm and 1.6 cm, respectively, with each 10.0 °C d increase in FI. The results exhibited the thermal condition variation of the permafrost in QTP and revealed a degrading trend of the permafrost.</description><subject>Active layer</subject><subject>Altitude</subject><subject>Analysis</subject><subject>Aquatic Pollution</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Atmospheric Sciences</subject><subject>China</subject><subject>Climate change</subject><subject>Climatology</subject><subject>Coefficient of variation</subject><subject>Degradation</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Freezing</subject><subject>Global temperature changes</subject><subject>Permafrost</subject><subject>Soil degradation</subject><subject>Soil temperature</subject><subject>Thickness</subject><subject>Variation</subject><subject>Waste Water Technology</subject><subject>Water Management</subject><subject>Water Pollution Control</subject><subject>Weather</subject><subject>Weather stations</subject><issn>0177-798X</issn><issn>1434-4483</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kstu1DAUhiMEEkPhBVhZYgOLtMeXseNlVXGpVKlcBomd5UmOM66SONieUljxDn1DngRPg4TKAlmypePvP-e39VfVcwrHFECdpLKBqIHxGoRUrKYPqhUVXNRCNPxhtQKqVK108-Vx9SSlKwBgUqpVdbvZIUmzzT5kHOcQ7UCubfSHwpRIcMRFxB9-6omfOrwhduqIz4lEHBZm52fyzecdmTGO1sWQMumwj7a7uyfhGiPJZcqH0mRn_a-ftxu_xUzelwZo92VAGAnVSpEcCAMqn1aPnB0SPvtzHlWf37zenL2rLy7fnp-dXtQtVzLXW-hQibWzmrHyaKAW2kYq3a1hLZ3YIhWUNVpo2XSu1bi1GpnlGjsQtNGSH1Uvl75zDF_3mLIZfWpxGOyEYZ8Mp2sugReyoC_-Qa_CPk7FnWGaCs01cCjU8UL1dkDjJxdytG1ZHY6-DRM6X-qnShVTWsiDg1f3BIXJeJN7u0_JnH_6eJ9lC9uWL04RnZmjH238biiYQwjMEgJTQmDuQmBoEfFFlAo89Rj_-v6P6jefmLT5</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Li, Ren</creator><creator>Ma, Junjie</creator><creator>Wu, Tonghua</creator><creator>Wang, Qinxue</creator><creator>Wu, Xiaodong</creator><creator>Zhao, Lin</creator><creator>Wang, Shenning</creator><creator>Hu, Guojie</creator><creator>Liu, Wenhao</creator><creator>Jiao, Yongliang</creator><creator>Yao, Jimin</creator><creator>Xiao, Yao</creator><creator>Zhu, Xiaofan</creator><creator>Shi, Jianzong</creator><creator>Qiao, Yongping</creator><general>Springer Vienna</general><general>Springer</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>3V.</scope><scope>7QH</scope><scope>7TG</scope><scope>7TN</scope><scope>7UA</scope><scope>7XB</scope><scope>88I</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H96</scope><scope>HCIFZ</scope><scope>KL.</scope><scope>L.G</scope><scope>L6V</scope><scope>M2P</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>Q9U</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240201</creationdate><title>The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016</title><author>Li, Ren ; Ma, Junjie ; Wu, Tonghua ; Wang, Qinxue ; Wu, Xiaodong ; Zhao, Lin ; Wang, Shenning ; Hu, Guojie ; Liu, Wenhao ; Jiao, Yongliang ; Yao, Jimin ; Xiao, Yao ; Zhu, Xiaofan ; Shi, Jianzong ; Qiao, Yongping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c376t-b0de745fa92204601a0c8679d5056f4be1412894968dfc9eba9e2a39ed0418963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Active layer</topic><topic>Altitude</topic><topic>Analysis</topic><topic>Aquatic Pollution</topic><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Atmospheric Sciences</topic><topic>China</topic><topic>Climate change</topic><topic>Climatology</topic><topic>Coefficient of variation</topic><topic>Degradation</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Freezing</topic><topic>Global temperature changes</topic><topic>Permafrost</topic><topic>Soil degradation</topic><topic>Soil temperature</topic><topic>Thickness</topic><topic>Variation</topic><topic>Waste Water Technology</topic><topic>Water Management</topic><topic>Water Pollution Control</topic><topic>Weather</topic><topic>Weather stations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Ren</creatorcontrib><creatorcontrib>Ma, Junjie</creatorcontrib><creatorcontrib>Wu, Tonghua</creatorcontrib><creatorcontrib>Wang, Qinxue</creatorcontrib><creatorcontrib>Wu, Xiaodong</creatorcontrib><creatorcontrib>Zhao, Lin</creatorcontrib><creatorcontrib>Wang, Shenning</creatorcontrib><creatorcontrib>Hu, Guojie</creatorcontrib><creatorcontrib>Liu, Wenhao</creatorcontrib><creatorcontrib>Jiao, Yongliang</creatorcontrib><creatorcontrib>Yao, Jimin</creatorcontrib><creatorcontrib>Xiao, Yao</creatorcontrib><creatorcontrib>Zhu, Xiaofan</creatorcontrib><creatorcontrib>Shi, Jianzong</creatorcontrib><creatorcontrib>Qiao, Yongping</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Aqualine</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric &amp; Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy &amp; Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>ProQuest Engineering Collection</collection><collection>Science Database</collection><collection>Engineering Database</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Earth, Atmospheric &amp; Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>ProQuest Central Basic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Theoretical and applied climatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Ren</au><au>Ma, Junjie</au><au>Wu, Tonghua</au><au>Wang, Qinxue</au><au>Wu, Xiaodong</au><au>Zhao, Lin</au><au>Wang, Shenning</au><au>Hu, Guojie</au><au>Liu, Wenhao</au><au>Jiao, Yongliang</au><au>Yao, Jimin</au><au>Xiao, Yao</au><au>Zhu, Xiaofan</au><au>Shi, Jianzong</au><au>Qiao, Yongping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016</atitle><jtitle>Theoretical and applied climatology</jtitle><stitle>Theor Appl Climatol</stitle><date>2024-02-01</date><risdate>2024</risdate><volume>155</volume><issue>2</issue><spage>985</spage><epage>998</epage><pages>985-998</pages><issn>0177-798X</issn><eissn>1434-4483</eissn><abstract>The freezing index (FI) is one of the most important indicators that shows the variation of permafrost. However, the relationship between climate change and the thermal conditions of permafrost is not understood well. This study analyzed the variation of FI based on 5-cm soil temperature derived from 74 meteorological stations from 1977 to 2016 on the Qinghai-Tibet Plateau (QTP). Furthermore, the factors affecting the FI variation and its relationship with permafrost degradation were also discussed. The results showed that FI was much smaller in the interior than other areas of the QTP, and it increased at a rate of 53.0 °C d/10a during the 40 years. FI in the main body of the QTP was relatively stable than surrounding areas; it was more stable in the northern part than in the southern part. On average, the FI variation coefficient was larger than 10%, indicating the large fluctuation of FI during the 40 years. FI decreased with the increasing altitude; it was more sensitive to the altitude in the south of 33° N than in the north. The variation of FI was closely related to the maximum freezing depth (MFD) and the active layer thickness (ALT). It was observed that MFD decreased and ALT increased by approximately 1.4 cm and 1.6 cm, respectively, with each 10.0 °C d increase in FI. The results exhibited the thermal condition variation of the permafrost in QTP and revealed a degrading trend of the permafrost.</abstract><cop>Vienna</cop><pub>Springer Vienna</pub><doi>10.1007/s00704-023-04672-1</doi><tpages>14</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0177-798X
ispartof Theoretical and applied climatology, 2024-02, Vol.155 (2), p.985-998
issn 0177-798X
1434-4483
language eng
recordid cdi_proquest_miscellaneous_3153603963
source Springer Online Journals Complete
subjects Active layer
Altitude
Analysis
Aquatic Pollution
Atmospheric Protection/Air Quality Control/Air Pollution
Atmospheric Sciences
China
Climate change
Climatology
Coefficient of variation
Degradation
Earth and Environmental Science
Earth Sciences
Freezing
Global temperature changes
Permafrost
Soil degradation
Soil temperature
Thickness
Variation
Waste Water Technology
Water Management
Water Pollution Control
Weather
Weather stations
title The spatiotemporal variations of freezing index and its relationship with permafrost degradation over the Qinghai–Tibet Plateau from 1977 to 2016
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-12T15%3A00%3A40IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20spatiotemporal%20variations%20of%20freezing%20index%20and%20its%20relationship%20with%20permafrost%20degradation%20over%20the%20Qinghai%E2%80%93Tibet%20Plateau%20from%201977%20to%202016&rft.jtitle=Theoretical%20and%20applied%20climatology&rft.au=Li,%20Ren&rft.date=2024-02-01&rft.volume=155&rft.issue=2&rft.spage=985&rft.epage=998&rft.pages=985-998&rft.issn=0177-798X&rft.eissn=1434-4483&rft_id=info:doi/10.1007/s00704-023-04672-1&rft_dat=%3Cgale_proqu%3EA779499466%3C/gale_proqu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2914939030&rft_id=info:pmid/&rft_galeid=A779499466&rfr_iscdi=true