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气候模式CAS-ESM-C对1月热带太平洋流场模态的模拟评估 被引量:1
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作者 张东凌 卢姁 +1 位作者 张铭 吕庆平 《大气科学》 CSCD 北大核心 2023年第3期725-738,共14页
利用气候模式CAS-ESM-C从1922年起84年的模拟资料,对1月份热带太平洋上层流场作复EOF分解及小波分析,并与实况以及理论解析解作对比讨论,以考察模式对赤道大洋上层流场的模拟能力,得到主要结论:(1)复EOF分解前3个模态的方差贡献为53.5%... 利用气候模式CAS-ESM-C从1922年起84年的模拟资料,对1月份热带太平洋上层流场作复EOF分解及小波分析,并与实况以及理论解析解作对比讨论,以考察模式对赤道大洋上层流场的模拟能力,得到主要结论:(1)复EOF分解前3个模态的方差贡献为53.5%、12.9%、9.5%,累积方差贡献为75.9%,累积方差贡献比实况更高。(2)第一、二模态空间场与实况相比总体相像,流场都为赤道所俘获,在俘获区内的流场均以偏纬向流为主;差异在于模拟资料分析的赤道俘获区范围较实况要大,流场的经向流分量及越赤道流也较实况明显。(3)第一、二模态实时间系数序列无线性变化趋势,而实况则有。复EOF模态年际及年代际变化与实况相同或相近;第一、二模态中3~7年的年际变化是厄尔尼诺与南方涛动(ENSO)的反映;第一模态22~23年的年代际变化受北太平洋主要气候模态北太平洋年代际振荡(PDO)对热带太平洋的影响,而第二模态13年的年代际变化是受北太平洋次要气候模态北太平洋环流振荡(NPGO)对热带太平洋的影响;第一、二模态还都有峰值16年的年代际变化,这可能与印尼穿越流有关。(4)模拟资料分析的结果具有理论解析解中流场为赤道所俘获及流场为纬向流的特点,只是解析解中因无风应力强迫,流场呈纯纬向流。(5)第一(二)模态在赤道太平洋东部(中部)有海温动力异常,并可称之为东(中)部型ENSO模态。气候模式CAS-ESM-C对热带太平洋上层流场的模拟表现较佳。 展开更多
关键词 气候模式cas-esm-c 复EOF分析 热带太平洋 流场异常
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同化Argo海洋廓线观测对CAS-ESM-C的上层海洋温度模拟的改进 被引量:1
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作者 杜梦蛟 陈权亮 +1 位作者 林壬萍 郑飞 《成都信息工程大学学报》 2017年第3期289-296,共8页
基于中国科学院地球系统模式气候分量系统(CAS-ESM-C)最新发展的海洋资料同化系统,分别同化Argo(array for real-time geostrophic oceanography,实时地转海洋学观测阵)海洋温盐廓线观测和SST(sea surface temperature,海表温度)观测资... 基于中国科学院地球系统模式气候分量系统(CAS-ESM-C)最新发展的海洋资料同化系统,分别同化Argo(array for real-time geostrophic oceanography,实时地转海洋学观测阵)海洋温盐廓线观测和SST(sea surface temperature,海表温度)观测资料,并与实际观测数据及模式自由积分结果对比,研究同化海洋廓线对海气耦合模式海温模拟的改进。分析结果表明,同化海洋廓线和SST观测均能减小模拟的SST偏差,有效改进热带太平洋暖池、冷舌结构的模拟。但对于海洋上层200~400 m温度而言,同化SST的改进效果微弱,同化海洋廓线观测能显著改进模式对其模拟的效果,使得同化后的1000 m深度以上海温的均方根误差(root mean square error,RMSE)平均减小至1℃,减小幅度超过60%;同时对于热带太平洋上层海温的垂直分布及温跃层结构模拟改进显著,西太平洋暖池区200~400 m海温模拟偏差减小约6℃,减小幅度超过80%。 展开更多
关键词 海洋资料同化 Argo海洋廓线观测 海洋温度模拟 cas-esm-c
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Decadal Variation of the Aleutian Low-Icelandic Low Seesaw Simulated by a Climate System Model(CAS-ESM-C) 被引量:6
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作者 DONG Xiao SU Tong-Hua +1 位作者 WANG Jun LIN Ren-Ping 《Atmospheric and Oceanic Science Letters》 CSCD 2014年第2期110-114,共5页
Based on a simulation using a newly developed climate system model(Chinese Academy of Sciences-Earth System Model-Climate system component, CAS-ESM-C), the author investigated the Aleutian Low- Icelandic Low Seesaw(AI... Based on a simulation using a newly developed climate system model(Chinese Academy of Sciences-Earth System Model-Climate system component, CAS-ESM-C), the author investigated the Aleutian Low- Icelandic Low Seesaw(AIS) and its decadal variation. Results showed that the CAS-ESM-C can reasonably reproduce not only the spatial distribution of the climatology of sea level pressure(SLP) in winter, but also the AIS and its decadal variation. The period 496–535 of the integration by this model was divided into two sub-periods: 496–515(P1) and 516–535(P2) to further investigate the decadal weakening of the AIS. It was shown that this decadal variation of the AIS is mainly due to the phase transition of the Pacific Decadal Oscillation(PDO), from its positive phase to its negative phase. This transition of the PDO causes the sea surface temperature(SST) in the equatorial eastern(northern) Pacific to cool(warm), resulting in the decadal weakening of mid-latitude westerlies over the North Pacific and North Atlantic. This may be responsible for the weakening of the inverse relation between the Aleutian Low(AL) and the Icelandic Low(IL). 展开更多
关键词 cas-esm-c Aleutian Low Icelandic Low Pacific Decadal Oscillation
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Evaluation of Ocean Data Assimilation in CAS-ESM-C:Constraining the SST Field 被引量:3
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作者 Xiao DONG Renping LIN +1 位作者 Jiang ZHU Zeting LU 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2016年第7期795-807,共13页
A weakly coupled assimilation system, in which SST observations are assimilated into a coupled climate model (CAS- ESM-C) through an ensemble optimal interpolation scheme, was established. This system is a useful to... A weakly coupled assimilation system, in which SST observations are assimilated into a coupled climate model (CAS- ESM-C) through an ensemble optimal interpolation scheme, was established. This system is a useful tool for historical climate simulation, showing substantial advantages, including maintaining the atmospheric feedback, and keeping the oceanic tields from drifting far away from the observation, among others. During the coupled model integration, the bias of both surface and subsurface oceanic fields in the analysis can be reduced compared to unassimilated fields. Based on 30 model years of ot.tput fiom the system, the climatology and imerannual variability of the climate system were evaluated. The results showed that the system can reasonably reproduce the climatological global precipitation and SLP, bul it still sutters from the double ITCZ problem. Besides, the ENSO footprint, which is revealed by ENSO-related surface air temperature, geopotential height and precipitation during El Nifio evolution, is basically reproduced by the system. The system can also simulate the observed SST-rainfall relationships well on both interannual and intraseasonal timescales in the western North Pacific region, in which atmospheric feedback is crucial for climate simulation. 展开更多
关键词 ocean data assimilation ensemble optimal interpolation cas-esm-c ENSO footprint atmospheric feedback air-sea interaction western North Pacific
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