Change in the spatiotemporal pattern of snowfall during the cold season under climate change in a snow‐dominated region of China
The spatiotemporal pattern of precipitation is significantly changing with global climate change. Snowfall is a solid phase of precipitation and an important water resource. With two gridded data sets of APHRO (Asia Precipitation‐Highly‐Resolved Observational Data Integration Towards Evaluation of W...
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Veröffentlicht in: | International journal of climatology 2019-12, Vol.39 (15), p.5702-5719 |
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creator | Bai, Lei Shi, Chunxiang Shi, Qingdong Li, Lanhai Wu, Jing Yang, Yanfen Sun, Shuai Zhang, Feiyun Meng, Junyao |
description | The spatiotemporal pattern of precipitation is significantly changing with global climate change. Snowfall is a solid phase of precipitation and an important water resource. With two gridded data sets of APHRO (Asia Precipitation‐Highly‐Resolved Observational Data Integration Towards Evaluation of Water Resources) and CN05.1, this study analyses the changes in the spatiotemporal pattern of snowfall in a snow‐dominant region of China from 1961 to 2015. The results indicate the significant increasing trend of winter snowfall in horizontal and altitude dimension in snow‐dominant regions, but the winter snowing season length shortened. For the frequency of snowfall intensity level, light, and heavy snowfall and snowstorms increased, but moderate snowfall showed no change. However, the intensity of extreme snowfall in once‐in‐a‐century was decreasing in all of the snow‐dominant regions. In the altitude dimension, the increasing trend in snow‐dominant conditions was not uniform, which may be related to change in air temperature and water vapour through the vertical atmospheric levels. The upwards trend in snowfall may be caused by the increase of atmospheric water content rather than the change of snowy weather conditions. In addition, the change values of climate indices can also contribute to snowfall increasing in snow‐dominant regions.
Changes of spatiotemporal patterns of snowfall is analysed systematically. Multiple snowfall/rainfall partitioning methods and precipitation data sets are used. Frequency of snowfall intensity is increased with decreasing of extreme snowfall intensity. Upwards trend in snowfall may be caused by the increase of atmospheric water content. |
doi_str_mv | 10.1002/joc.6182 |
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Changes of spatiotemporal patterns of snowfall is analysed systematically. Multiple snowfall/rainfall partitioning methods and precipitation data sets are used. Frequency of snowfall intensity is increased with decreasing of extreme snowfall intensity. Upwards trend in snowfall may be caused by the increase of atmospheric water content.</description><identifier>ISSN: 0899-8418</identifier><identifier>EISSN: 1097-0088</identifier><identifier>DOI: 10.1002/joc.6182</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Air temperature ; Altitude ; Atmospheric water ; Climate change ; Climatic indexes ; Cold climates ; Cold season ; Data integration ; Extreme weather ; Global climate ; Heavy snowfall ; Hydrologic data ; Light snowfall ; Luminous intensity ; Moisture content ; northeast China ; Precipitation ; precipitation phase ; Qinghai‐Tibet Plateau ; Regions ; Snow ; Snowfall ; Snowstorms ; Solid phases ; warming ; Water content ; Water resources ; Water temperature ; Water vapor ; Water vapour ; Weather ; Weather conditions ; Winter ; Xinjiang</subject><ispartof>International journal of climatology, 2019-12, Vol.39 (15), p.5702-5719</ispartof><rights>2019 Royal Meteorological Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2932-fff545e7858d935f2548fbb0d513c69c115f85577085bb6290a5787fcc25fa6d3</citedby><cites>FETCH-LOGICAL-c2932-fff545e7858d935f2548fbb0d513c69c115f85577085bb6290a5787fcc25fa6d3</cites><orcidid>0000-0002-2354-7880</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.6182$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fjoc.6182$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Bai, Lei</creatorcontrib><creatorcontrib>Shi, Chunxiang</creatorcontrib><creatorcontrib>Shi, Qingdong</creatorcontrib><creatorcontrib>Li, Lanhai</creatorcontrib><creatorcontrib>Wu, Jing</creatorcontrib><creatorcontrib>Yang, Yanfen</creatorcontrib><creatorcontrib>Sun, Shuai</creatorcontrib><creatorcontrib>Zhang, Feiyun</creatorcontrib><creatorcontrib>Meng, Junyao</creatorcontrib><title>Change in the spatiotemporal pattern of snowfall during the cold season under climate change in a snow‐dominated region of China</title><title>International journal of climatology</title><description>The spatiotemporal pattern of precipitation is significantly changing with global climate change. Snowfall is a solid phase of precipitation and an important water resource. With two gridded data sets of APHRO (Asia Precipitation‐Highly‐Resolved Observational Data Integration Towards Evaluation of Water Resources) and CN05.1, this study analyses the changes in the spatiotemporal pattern of snowfall in a snow‐dominant region of China from 1961 to 2015. The results indicate the significant increasing trend of winter snowfall in horizontal and altitude dimension in snow‐dominant regions, but the winter snowing season length shortened. For the frequency of snowfall intensity level, light, and heavy snowfall and snowstorms increased, but moderate snowfall showed no change. However, the intensity of extreme snowfall in once‐in‐a‐century was decreasing in all of the snow‐dominant regions. In the altitude dimension, the increasing trend in snow‐dominant conditions was not uniform, which may be related to change in air temperature and water vapour through the vertical atmospheric levels. The upwards trend in snowfall may be caused by the increase of atmospheric water content rather than the change of snowy weather conditions. In addition, the change values of climate indices can also contribute to snowfall increasing in snow‐dominant regions.
Changes of spatiotemporal patterns of snowfall is analysed systematically. Multiple snowfall/rainfall partitioning methods and precipitation data sets are used. Frequency of snowfall intensity is increased with decreasing of extreme snowfall intensity. Upwards trend in snowfall may be caused by the increase of atmospheric water content.</description><subject>Air temperature</subject><subject>Altitude</subject><subject>Atmospheric water</subject><subject>Climate change</subject><subject>Climatic indexes</subject><subject>Cold climates</subject><subject>Cold season</subject><subject>Data integration</subject><subject>Extreme weather</subject><subject>Global climate</subject><subject>Heavy snowfall</subject><subject>Hydrologic data</subject><subject>Light snowfall</subject><subject>Luminous intensity</subject><subject>Moisture content</subject><subject>northeast China</subject><subject>Precipitation</subject><subject>precipitation phase</subject><subject>Qinghai‐Tibet Plateau</subject><subject>Regions</subject><subject>Snow</subject><subject>Snowfall</subject><subject>Snowstorms</subject><subject>Solid phases</subject><subject>warming</subject><subject>Water content</subject><subject>Water resources</subject><subject>Water temperature</subject><subject>Water vapor</subject><subject>Water vapour</subject><subject>Weather</subject><subject>Weather conditions</subject><subject>Winter</subject><subject>Xinjiang</subject><issn>0899-8418</issn><issn>1097-0088</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kE1OwzAQhS0EEqUgcQRLbNik2E6c2EsUQQFV6gbWkeOfNlVqBztR1R3iBJyRk-CmiB2r0cz75o3mAXCN0QwjRO42Ts5yzMgJmGDEiwQhxk7BBDHOE5Zhdg4uQtgghDjH-QR8lmthVxo2FvZrDUMn-sb1ets5L1oYu157C52BwbqdEW0L1eAbuxpp6VoFgxbBWThYpT2UbbMVfVT-XMW4-f3xpdy2sVFT0OtV40bTch1Hl-AsGgd99Vun4O3x4bV8ShbL-XN5v0gk4SlJjDE0o7pglCmeUkNoxkxdI0VxKnMuMaaGUVoUiNG6zglHghasMFISakSu0im4Ofp23r0POvTVxg3expMVSQkmGU1xEanbIyW9C8FrU3U-_uT3FUbVIeG4JatDwhFNjuiuafX-X656WZYj_wM6636g</recordid><startdate>201912</startdate><enddate>201912</enddate><creator>Bai, Lei</creator><creator>Shi, Chunxiang</creator><creator>Shi, Qingdong</creator><creator>Li, Lanhai</creator><creator>Wu, Jing</creator><creator>Yang, Yanfen</creator><creator>Sun, Shuai</creator><creator>Zhang, Feiyun</creator><creator>Meng, Junyao</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><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/0000-0002-2354-7880</orcidid></search><sort><creationdate>201912</creationdate><title>Change in the spatiotemporal pattern of snowfall during the cold season under climate change in a snow‐dominated region of China</title><author>Bai, Lei ; Shi, Chunxiang ; Shi, Qingdong ; Li, Lanhai ; Wu, Jing ; Yang, Yanfen ; Sun, Shuai ; Zhang, Feiyun ; Meng, Junyao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2932-fff545e7858d935f2548fbb0d513c69c115f85577085bb6290a5787fcc25fa6d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Air temperature</topic><topic>Altitude</topic><topic>Atmospheric water</topic><topic>Climate change</topic><topic>Climatic indexes</topic><topic>Cold climates</topic><topic>Cold season</topic><topic>Data integration</topic><topic>Extreme weather</topic><topic>Global climate</topic><topic>Heavy snowfall</topic><topic>Hydrologic data</topic><topic>Light snowfall</topic><topic>Luminous intensity</topic><topic>Moisture content</topic><topic>northeast China</topic><topic>Precipitation</topic><topic>precipitation phase</topic><topic>Qinghai‐Tibet Plateau</topic><topic>Regions</topic><topic>Snow</topic><topic>Snowfall</topic><topic>Snowstorms</topic><topic>Solid phases</topic><topic>warming</topic><topic>Water content</topic><topic>Water resources</topic><topic>Water temperature</topic><topic>Water vapor</topic><topic>Water vapour</topic><topic>Weather</topic><topic>Weather conditions</topic><topic>Winter</topic><topic>Xinjiang</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bai, Lei</creatorcontrib><creatorcontrib>Shi, Chunxiang</creatorcontrib><creatorcontrib>Shi, Qingdong</creatorcontrib><creatorcontrib>Li, Lanhai</creatorcontrib><creatorcontrib>Wu, Jing</creatorcontrib><creatorcontrib>Yang, Yanfen</creatorcontrib><creatorcontrib>Sun, Shuai</creatorcontrib><creatorcontrib>Zhang, Feiyun</creatorcontrib><creatorcontrib>Meng, Junyao</creatorcontrib><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>Bai, Lei</au><au>Shi, Chunxiang</au><au>Shi, Qingdong</au><au>Li, Lanhai</au><au>Wu, Jing</au><au>Yang, Yanfen</au><au>Sun, Shuai</au><au>Zhang, Feiyun</au><au>Meng, Junyao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Change in the spatiotemporal pattern of snowfall during the cold season under climate change in a snow‐dominated region of China</atitle><jtitle>International journal of climatology</jtitle><date>2019-12</date><risdate>2019</risdate><volume>39</volume><issue>15</issue><spage>5702</spage><epage>5719</epage><pages>5702-5719</pages><issn>0899-8418</issn><eissn>1097-0088</eissn><abstract>The spatiotemporal pattern of precipitation is significantly changing with global climate change. Snowfall is a solid phase of precipitation and an important water resource. With two gridded data sets of APHRO (Asia Precipitation‐Highly‐Resolved Observational Data Integration Towards Evaluation of Water Resources) and CN05.1, this study analyses the changes in the spatiotemporal pattern of snowfall in a snow‐dominant region of China from 1961 to 2015. The results indicate the significant increasing trend of winter snowfall in horizontal and altitude dimension in snow‐dominant regions, but the winter snowing season length shortened. For the frequency of snowfall intensity level, light, and heavy snowfall and snowstorms increased, but moderate snowfall showed no change. However, the intensity of extreme snowfall in once‐in‐a‐century was decreasing in all of the snow‐dominant regions. In the altitude dimension, the increasing trend in snow‐dominant conditions was not uniform, which may be related to change in air temperature and water vapour through the vertical atmospheric levels. The upwards trend in snowfall may be caused by the increase of atmospheric water content rather than the change of snowy weather conditions. In addition, the change values of climate indices can also contribute to snowfall increasing in snow‐dominant regions.
Changes of spatiotemporal patterns of snowfall is analysed systematically. Multiple snowfall/rainfall partitioning methods and precipitation data sets are used. Frequency of snowfall intensity is increased with decreasing of extreme snowfall intensity. Upwards trend in snowfall may be caused by the increase of atmospheric water content.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><doi>10.1002/joc.6182</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-2354-7880</orcidid></addata></record> |
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subjects | Air temperature Altitude Atmospheric water Climate change Climatic indexes Cold climates Cold season Data integration Extreme weather Global climate Heavy snowfall Hydrologic data Light snowfall Luminous intensity Moisture content northeast China Precipitation precipitation phase Qinghai‐Tibet Plateau Regions Snow Snowfall Snowstorms Solid phases warming Water content Water resources Water temperature Water vapor Water vapour Weather Weather conditions Winter Xinjiang |
title | Change in the spatiotemporal pattern of snowfall during the cold season under climate change in a snow‐dominated region of China |
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