Evaluation of a CMIP6 Multi-GCM Ensemble for Atmospheric Rivers and Precipitation Over East Asia

IF 2.2 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Tae-Jun Kim, Jinwon Kim, Chanil Park, Seok-Woo Son, Jin-Uk Kim, Sang-Hoon Kwon, Hyejin Moon, Young-Hwa Byun
{"title":"Evaluation of a CMIP6 Multi-GCM Ensemble for Atmospheric Rivers and Precipitation Over East Asia","authors":"Tae-Jun Kim,&nbsp;Jinwon Kim,&nbsp;Chanil Park,&nbsp;Seok-Woo Son,&nbsp;Jin-Uk Kim,&nbsp;Sang-Hoon Kwon,&nbsp;Hyejin Moon,&nbsp;Young-Hwa Byun","doi":"10.1007/s13143-022-00311-3","DOIUrl":null,"url":null,"abstract":"<div><h2>Abstract\n</h2><div><p>Atmospheric rivers (ARs) are closely related to water resources and hydrological extremes in East Asia (EA) that has been historically susceptible to extreme hydrological events. Thus, projecting the climate change impact on ARs in EA has become an important research topic. This study evaluates a CMIP6 multi-model ensemble (MME) for the climatology of ARs, AR-related variables and precipitation over EA in the present-day climate by comparing the MME against those from the ECMWF Reanalysis version 5 (ERA5). The MME represents well the seasonal-regional variations of AR frequency as well as the integrated water–vapor transport, precipitable water and precipitation. The most notable biases are the underestimation of these variables over the western North Pacific where ARs are most active. The MME biases vary regionally with the largest (smallest) biases in southern China (Korea-western Japan); the biases in the highly populated and industrialized mid-latitude EA coastal regions, the main region of interest in the climate change study to follow, are below 10% of the ERA5-derived values. The MME represents the seasonal-meridional evolution of ARs and precipitation related to the EA summer monsoon rainfall over the longitudes of the Korean peninsula (124.5E-130.5E), at least qualitatively, despite underestimation of these for June–August over the latitudes of 30 N-40 N, i.e., much of the early summer monsoon season in Korea. Overall, these results suggest that the CMIP6 MME possesses skill acceptable for projecting the climate change impacts on ARs and precipitation over the population and industrial centers in EA.</p></div></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 3","pages":"327 - 345"},"PeriodicalIF":2.2000,"publicationDate":"2023-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia-Pacific Journal of Atmospheric Sciences","FirstCategoryId":"89","ListUrlMain":"https://link.springer.com/article/10.1007/s13143-022-00311-3","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"METEOROLOGY & ATMOSPHERIC SCIENCES","Score":null,"Total":0}
引用次数: 2

Abstract

Abstract

Atmospheric rivers (ARs) are closely related to water resources and hydrological extremes in East Asia (EA) that has been historically susceptible to extreme hydrological events. Thus, projecting the climate change impact on ARs in EA has become an important research topic. This study evaluates a CMIP6 multi-model ensemble (MME) for the climatology of ARs, AR-related variables and precipitation over EA in the present-day climate by comparing the MME against those from the ECMWF Reanalysis version 5 (ERA5). The MME represents well the seasonal-regional variations of AR frequency as well as the integrated water–vapor transport, precipitable water and precipitation. The most notable biases are the underestimation of these variables over the western North Pacific where ARs are most active. The MME biases vary regionally with the largest (smallest) biases in southern China (Korea-western Japan); the biases in the highly populated and industrialized mid-latitude EA coastal regions, the main region of interest in the climate change study to follow, are below 10% of the ERA5-derived values. The MME represents the seasonal-meridional evolution of ARs and precipitation related to the EA summer monsoon rainfall over the longitudes of the Korean peninsula (124.5E-130.5E), at least qualitatively, despite underestimation of these for June–August over the latitudes of 30 N-40 N, i.e., much of the early summer monsoon season in Korea. Overall, these results suggest that the CMIP6 MME possesses skill acceptable for projecting the climate change impacts on ARs and precipitation over the population and industrial centers in EA.

Abstract Image

CMIP6多GCM集合对东亚大气河流和降水的评估
摘要大气河与东亚地区的水资源和极端水文事件密切相关,历史上东亚地区极易发生极端水文事件。因此,预测气候变化对EA地区ar的影响已成为一个重要的研究课题。本研究通过比较CMIP6多模式集合(MME)与ECMWF再分析版本5 (ERA5)的MME,评估了当前气候中EA地区ARs、ar相关变量和降水的气候学。MME很好地反映了AR频率的季节-区域变化,以及水汽输送、可降水量和降水量的综合变化。最显著的偏差是在ARs最活跃的北太平洋西部对这些变量的低估。MME偏差因地区而异,中国南部(韩国-日本西部)偏差最大(最小);在人口密集和工业化的中纬度EA沿海地区(气候变化研究的主要兴趣区域),偏差低于era5衍生值的10%。MME代表了在朝鲜半岛经度(124.5E-130.5E)上与EA夏季风降水相关的ARs和降水的季节-经向演变,至少在定性上是这样,尽管在6月至8月在30 N-40 N纬度(即韩国夏季风季的大部分时间)上低估了这些。总的来说,这些结果表明CMIP6 MME在预测气候变化对东亚地区人口和工业中心的ARs和降水的影响方面具有可接受的技能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Asia-Pacific Journal of Atmospheric Sciences
Asia-Pacific Journal of Atmospheric Sciences 地学-气象与大气科学
CiteScore
5.50
自引率
4.30%
发文量
34
审稿时长
>12 weeks
期刊介绍: The Asia-Pacific Journal of Atmospheric Sciences (APJAS) is an international journal of the Korean Meteorological Society (KMS), published fully in English. It has started from 2008 by succeeding the KMS'' former journal, the Journal of the Korean Meteorological Society (JKMS), which published a total of 47 volumes as of 2011, in its time-honored tradition since 1965. Since 2008, the APJAS is included in the journal list of Thomson Reuters’ SCIE (Science Citation Index Expanded) and also in SCOPUS, the Elsevier Bibliographic Database, indicating the increased awareness and quality of the journal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信