The East Asian Summer Monsoon Response to Global Warming in a High Resolution Coupled Model: Mean and Extremes

IF 2.2 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Zhen Liu, Sun-Seon Lee, Arjun Babu Nellikkattil, June-Yi Lee, Lan Dai, Kyung-Ja Ha, Christian L. E. Franzke
{"title":"The East Asian Summer Monsoon Response to Global Warming in a High Resolution Coupled Model: Mean and Extremes","authors":"Zhen Liu,&nbsp;Sun-Seon Lee,&nbsp;Arjun Babu Nellikkattil,&nbsp;June-Yi Lee,&nbsp;Lan Dai,&nbsp;Kyung-Ja Ha,&nbsp;Christian L. E. Franzke","doi":"10.1007/s13143-022-00285-2","DOIUrl":null,"url":null,"abstract":"<div><p>Current climate models still have considerable biases in the simulation of the East Asian summer monsoon (EASM), which in turn reduces their reliability of monsoon projections under global warming. We hypothesize that a higher-resolution coupled climate model with atmospheric and oceanic components at horizontal resolutions of 0.25° and 0.1°, respectively, will better capture regional details and extremes of the EASM. Present-day (PD), 2 × CO<sub>2</sub> and 4 × CO<sub>2</sub> simulations are conducted with the Community Earth System Model (CESM1.2.2) to evaluate PD simulation performance and quantify future changes. Indeed, our PD simulation well reproduces the climatological seasonal mean and intra-seasonal northward advancement of the monsoon rainband, as well as climate extremes. Compared with the PD simulation, the perturbed CO<sub>2</sub> experiments show an intensified EASM response to CO<sub>2</sub>-induced warming. We find that the precipitation increases of the Meiyu-Baiu-Changma band are caused by comparable contributions from the dynamical and thermodynamical components in 2 × CO<sub>2</sub>, while they are more driven by the thermodynamical component in 4 × CO<sub>2</sub> due to stronger upper atmospheric stability. The regional changes in the probability distribution of the temperature show that extreme temperatures warm faster than the most often temperatures, increasing the skewness. Fitting extreme precipitation values with a generalized Pareto distribution model reveals that they increase significantly in 4 × CO<sub>2</sub>. Changes of temperature extremes scale with the CO<sub>2</sub> concentrations over the monsoon domain but not for precipitation extreme changes. The 99<sup>th</sup> percentile of precipitation over the monsoon region increases at a super Clausius-Clapeyron rate, ~ 8% K<sup>–1</sup>, which is mainly caused by increased moisture transport through anomalous southerly winds.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 1","pages":"29 - 45"},"PeriodicalIF":2.2000,"publicationDate":"2022-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-022-00285-2.pdf","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia-Pacific Journal of Atmospheric Sciences","FirstCategoryId":"89","ListUrlMain":"https://link.springer.com/article/10.1007/s13143-022-00285-2","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: 4

Abstract

Current climate models still have considerable biases in the simulation of the East Asian summer monsoon (EASM), which in turn reduces their reliability of monsoon projections under global warming. We hypothesize that a higher-resolution coupled climate model with atmospheric and oceanic components at horizontal resolutions of 0.25° and 0.1°, respectively, will better capture regional details and extremes of the EASM. Present-day (PD), 2 × CO2 and 4 × CO2 simulations are conducted with the Community Earth System Model (CESM1.2.2) to evaluate PD simulation performance and quantify future changes. Indeed, our PD simulation well reproduces the climatological seasonal mean and intra-seasonal northward advancement of the monsoon rainband, as well as climate extremes. Compared with the PD simulation, the perturbed CO2 experiments show an intensified EASM response to CO2-induced warming. We find that the precipitation increases of the Meiyu-Baiu-Changma band are caused by comparable contributions from the dynamical and thermodynamical components in 2 × CO2, while they are more driven by the thermodynamical component in 4 × CO2 due to stronger upper atmospheric stability. The regional changes in the probability distribution of the temperature show that extreme temperatures warm faster than the most often temperatures, increasing the skewness. Fitting extreme precipitation values with a generalized Pareto distribution model reveals that they increase significantly in 4 × CO2. Changes of temperature extremes scale with the CO2 concentrations over the monsoon domain but not for precipitation extreme changes. The 99th percentile of precipitation over the monsoon region increases at a super Clausius-Clapeyron rate, ~ 8% K–1, which is mainly caused by increased moisture transport through anomalous southerly winds.

Abstract Image

东亚夏季风对全球变暖的高分辨率耦合模式响应:平均值和极值
目前的气候模式在模拟东亚夏季风(EASM)时仍然存在相当大的偏差,这反过来又降低了它们在全球变暖下季风预测的可靠性。我们假设在水平分辨率分别为0.25°和0.1°的更高分辨率的大气和海洋分量耦合气候模式将更好地捕捉到EASM的区域细节和极端情况。利用社区地球系统模型(CESM1.2.2)进行了现今(PD)、2 × CO2和4 × CO2模拟,以评估PD模拟性能并量化未来变化。事实上,我们的PD模拟很好地再现了气候的季节平均值和季风雨带的季节内向北推进,以及极端气候。与PD模拟相比,扰动CO2实验显示EASM对CO2诱导变暖的响应增强。结果表明,梅榆-白马带降水增加主要受2 × CO2动力分量和热力分量的影响,而4 × CO2大气稳定性较强,主要受热力分量的影响。温度概率分布的区域变化表明,极端温度变暖速度快于最常见温度,增加了偏度。用广义Pareto分布模型拟合极端降水值表明,在4 × CO2条件下,极端降水值显著增加。极端温度的变化与季风区CO2浓度有关,而与降水极端变化无关。季风区第99百分位降水以~ 8% K-1的超Clausius-Clapeyron速率增加,这主要是由异常南风引起的水汽输送增加所致。
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