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首页> 外文期刊>International Journal of Climatology: A Journal of the Royal Meteorological Society >A simple method to assess the added value using high‐resolution climate distributions: application to the EURO‐CORDEX daily precipitation
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A simple method to assess the added value using high‐resolution climate distributions: application to the EURO‐CORDEX daily precipitation

机译:使用高分辨率气候分布评估附加值的简单方法:适用于欧洲驯料日常降水量

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ABSTRACT >Regional climate models (RCMs) are used with increasing resolutions seeking to represent in an improved way regional to local‐scale atmospheric phenomena. The EURO‐CORDEX simulations at 0.11° and simulations exploiting finer grid spacing approaching the convective‐permitting regimes are representative examples. These climate runs are computationally very demanding and do not always show improvements, which depend on the region, variable and object of study. The gains or losses associated with the use of higher resolution in relation to the forcing model (global climate model or reanalysis), or to different resolution RCM simulations, are widely known as added value. Its characterization is a long‐standing issue, and many different added‐value measures have been proposed. >In the current study, a new method is proposed to assess the added value of finer‐resolution simulations, in comparison to its forcing data or coarser‐resolution counterparts. This approach builds on a probability density function (PDF) matching score, giving a normalized measure of the difference between diverse resolution PDFs, mediated by the observational ones. The distribution added value (DAV) is an objective added‐value measure that can be applied to any variable, region or temporal scale, from hindcast or historical (non‐synchronous) simulations. The DAVs metric and its application to the EURO‐CORDEX hindcast daily precipitation data are presented here. Generally, the EURO‐CORDEX simulations at both resolutions (0.44° and 0.11°) display a clear added value in relation to ERA‐Interim, with maximum values around 30% in summer and 20% in the intermediate seasons. When both RCM resolutions are directly compared, only three of five models (0.11°) show added value, with a maximum of ~10%. The regions with the larger DAVs are areas where convection </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译:</span>None </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-21026/'>《International Journal of Climatology: A Journal of the Royal Meteorological Society》</a> <b style="margin: 0 2px;">|</b><span>2018年第3期</span><b style="margin: 0 2px;">|</b><span>共15页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Soares Pedro M. M.&option=202" target="_blank" rel="nofollow">Soares Pedro M. M.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Cardoso Rita M.&option=202" target="_blank" rel="nofollow">Cardoso Rita M.;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>Faculdade de Ciências Instituto Dom LuizUniversidade de LisboaPortugal;</p> <p>Faculdade de Ciências Instituto Dom LuizUniversidade de LisboaPortugal;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/1232.html" title="气候学">气候学;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=regional climate modelling&option=203" rel="nofollow">regional climate modelling;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=climate change&option=203" rel="nofollow">climate change;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=probability density functions&option=203" rel="nofollow">probability density functions;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=extreme precipitation&option=203" rel="nofollow">extreme precipitation;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=meteorological variables&option=203" rel="nofollow">meteorological variables;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=added value&option=203" rel="nofollow">added value;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=precipitation&option=203" rel="nofollow">precipitation;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=EURO‐CORDEX&option=203" rel="nofollow">EURO‐CORDEX;</a> </p> <div class="translation"> 机译:区域气候建模;气候变化;概率密度函数;极端降水;气象变量;附加值;降水;欧洲驯料; </div> </li> </ul> </div> </div> <div class="literature cardcommon" id="literaturereference" style="display:none"> <div class="similarity "> <h3 class="all_title" id="enpatent111">引文网络</h3> <div class="referencetab clearfix"> <ul id="referencedaohang"> <li dataid="referenceul">参考文献</li> <li dataid="citationul">引证文献</li> <li dataid="commonreferenceul">共引文献</li> <li dataid="commoncitationul">同被引文献</li> <li dataid="tworeferenceul">二级参考文献</li> <li dataid="twocitationul">二级引证文献</li> </ul> </div> <div class="reference_details" id="referenceList"> <ul id="referenceul"></ul> <ul id="citationul"></ul> <ul id="commonreferenceul"></ul> <ul id="commoncitationul"></ul> <ul id="tworeferenceul"></ul> <ul id="twocitationul"></ul> </div> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> <li >专利</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/academic-journal-cn_atmospheric-oceanic-science-letters_thesis/0201252975218.html">Evaluation of CORDEX regional climate models in simulating temperature and precipitation over the Tibetan Plateau</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=GUO Dong-Lin&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">GUO Dong-Lin,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=SUN Jian-Qi&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">SUN Jian-Qi,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=YU En-Tao&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">YU En-Tao </a> <a href="/journal-foreign-4898/" target="_blank" rel="nofollow" class="tuijian_authcolor">大气和海洋科学快报(英文版) .</a> <span>2018</span><span>,第003期</span> </span> </div> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/academic-journal-cn_journal-meteorology-english_thesis/0201268834909.html">Validation of Daily Precipitation from Two High-Resolution Satellite Precipitation Datasets over the Tibetan Plateau and the Regions to Its East</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=WU Lu&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">WU Lu,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=ZHAI Panmao&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">ZHAI Panmao </a> <a href="/journal-foreign-53354/" target="_blank" rel="nofollow" class="tuijian_authcolor">气象学报:英文版 .</a> <span>2012</span><span>,第006期</span> </span> </div> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/academic-journal-cn_journal-meteorological-research_thesis/0201274926429.html">Validation of Daily Precipitation from Two High-Resolution Satellite Precipitation Datasets over the Tibetan Plateau and the Regions to Its East</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=WU Lu&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">WU Lu,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=ZHAI Panmao&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">ZHAI Panmao </a> <a href="/journal-foreign-5007/" target="_blank" rel="nofollow" class="tuijian_authcolor">气象学报(英文版) .</a> <span>2012</span><span>,第006期</span> </span> </div> </li> <li> <div> <b>4. </b><a class="enjiyixqcontent" href="/academic-journal-cn_nuclear-science-techniques_thesis/0201272856859.html">Application of global variance reduction method to calculate a high-resolution fast neutron flux distribution for TMSR-SF1</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Pu Yang&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Pu Yang,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ye Dai&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Ye Dai,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Yang Zou&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Yang Zou,</a> <a href="/journal-foreign-8443/" target="_blank" rel="nofollow" class="tuijian_authcolor">核技术(英文版) .</a> <span>2019</span><span>,第008期</span> </span> </div> </li> <li> <div> <b>5. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704023003022.html">A simple method to assess the added value using high‐resolution climate distributions: application to the EURO‐CORDEX daily precipitation</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Soares Pedro M. 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style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译:欧洲每日降水根据欧洲驯料区域气候模型(RCMS)和高分辨率全球气候模型(GCMS),来自高分辨率模型相互比较项目(HIGHRESMIP)</span> </p> </li> <li> <div> <b>12. </b><a class="enjiyixqcontent" href="/ntis-science-report_nasa_thesis/02071220442.html">Global Precipitation at One-Degree Daily Resolution From Multi-Satellite Observations</a> <b>[R] </b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Huffman, George J.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Huffman, George J.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext= Adler, Robert F.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> Adler, Robert F.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext= Morrissey, Mark M.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> Morrissey, Mark M.,</a> <span>2000</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译:多卫星观测的一度日降解全球降水量</span> </p> </li> </ul> <ul style="display: none;"> <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/academic-journal-cn_detail_thesis/0201297462506.html">Spatial Distribution of Cordex Regional Climate Models Biases over West Africa</a> <b>[J]</b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Alioune Badara Sarr&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . Alioune Badara Sarr</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Moctar Camara&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,Moctar Camara</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ibrahima Diba&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,Ibrahima Diba</a> <span> <a href="/journal-cn-56305/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . 地球科学国际期刊(英文) </a> </span> <span> . 2015</span><span>,第9期</span> </span> </div> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/academic-conference-cn_meeting-13275_thesis/02022856098.html">A novel MPPT method based on simple mathematical PV model and load information for off-grid applications</a> <b>[C]</b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Zhongyi He&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . Zhongyi He</a> <span> <a href="/conference-cn-13275/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . Power and Energy Engineering Conference 2010(PEEC2010)(2010年电力与能源工程学术会议) </a> <span> <span> . 2010</span> </span> </div> </li> </ul> <ul style="display: none;"> <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/patent-detail/06130405910161.html">Bias correction method of extreme precipitation data in global climate model using mixture distributions</a> <b>[P]</b> . <span> 外国专利: <!-- 韩国专利: --> KR101856042B1 </span> <span> . 2018-06-26</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译:基于混合分布的全球气候模式极端降水数据的偏差校正方法 </span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/patent-detail/06130406101400.html">Bias correction method of extreme precipitation data in global climate model using mixture distributions</a> <b>[P]</b> . <span> 外国专利: <!-- 韩国专利: --> KR20170134830A </span> <span> . 2017-12-07</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译:基于混合分布的全球气候模式极端降水数据的偏差校正方法 </span> </p> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/patent-detail/06130411642540.html">RADIO WAVE INTENSITY DISTRIBUTION ASSESSMENT APPARATUS, RADIO WAVE QUALITY DISTRIBUTION ASSESSMENT APPARATUS, AND METHOD FOR ASSESSING RADIO WAVE INTENSITY DISTRIBUTION, METHOD FOR ASSESSING RADIO WAVE QUALITY DISTRIBUTION METHOD</a> <b>[P]</b> . <span> 外国专利: <!-- 世界知识产权组织专利: --> WO2016129282A1 </span> <span> . 2016-08-18</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译:无线电波强度分布评估装置,无线电波质量分布评估装置和评估无线电波强度分布的方法,评估无线电波质量分布方法的方法 </span> </p> </li> </ul> </div> </div> </div> <div class="theme cardcommon" style="overflow: auto;display:none"> <h3 class="all_title" id="enpatent55">相关主题</h3> <ul 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