Ocean satellite data assimilation experiments in FIO-ESM using ensemble adjustment Kalman filter

来源 :Science China(Earth Sciences) | 被引量 : 0次 | 上传用户:cykic
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Using Ensemble Adjustment Kalman Filter(EAKF), two types of ocean satellite datasets were assimilated into the First Institute of Oceanography Earth System Model(FIO-ESM), v1.0. One control experiment without data assimilation and four assimilation experiments were conducted. All the experiments were ensemble runs for 1-year period and each ensemble started from different initial conditions. One assimilation experiment was designed to assimilate sea level anomaly(SLA); another, to assimilate sea surface temperature(SST); and the other two assimilation experiments were designed to assimilate both SLA and SST but in different orders. To examine the effects of data assimilation, all the results were compared with an objective analysis dataset of EN3. Different from the ocean model without coupling, the momentum and heat fluxes were calculated via air-sea coupling in FIO-ESM, which makes the relations among variables closer to the reality. The outputs after the assimilation of satellite data were improved on the whole, especially at depth shallower than 1000 m. The effects due to the assimilation of different kinds of satellite datasets were somewhat different. The improvement due to SST assimilation was greater near the surface, while the improvement due to SLA assimilation was relatively great in the subsurface. The results after the assimilation of both SLA and SST were much better than those only assimilated one kind of dataset, but the difference due to the assimilation order of the two kinds of datasets was not significant. Using Ensemble Adjustment Kalman Filter (EAKF), two types of ocean satellite datasets were assimilated into the First Institute of Oceanography Earth System Model (FIO-ESM), v1.0. One control experiment without data assimilation and four assimilation experiments were conducted. All the experiments were ensemble runs for 1-year period and each ensemble started from different initial conditions. One assimilation experiment was designed to assimilate sea level anomaly (SLA); another, to assimilate sea surface temperature (SST); and the other two assimilation experiments were examined to assimilate both SLA and SST but in different orders. To examine the effects of data assimilation, all the results were compared with an objective analysis dataset of EN3. Different from the ocean model without coupling, the momentum and heat fluxes were calculated via air-sea coupling in FIO-ESM, which makes makes relations among variables closer to the reality. The outputs after the assimilation of satellite da ta said improved on the whole, especially at depth shallower than 1000 m. The effects due to the assimilation of different kinds of satellite datasets were somewhat different. The improvement due to SST assimilation was greater near the surface, while the improvement due to SLA assimilation was relatively great in the subsurface. The results after the assimilation of both SLA and SST were much better than those only assimilated one kind of dataset, but the difference due to the assimilation order of the two kinds of datasets was not significant.
其他文献
会议
半乳糖凝集素3 (Gal-3)可以促进肿瘤细胞转移、增殖及抗细胞凋亡,因此研究它有十分重要的意义.Gal-3主要通过结合配体上的半乳糖寡糖行使其作用,因此利用半乳糖寡糖或半乳糖
会议
高校基层党建工作是党建工作的重要部分,认真搞好高校基层党组织的工作创新,是新时期党赋予高等学校的重要任务.通过调查发现阻碍党组织活动有效开展的因素包括:各种制度体制
会议
肿瘤坏死因子相关凋亡诱导配体TRAIL具有毒性低且治疗效果好的优点,在抗肿瘤治疗中具有良好的应用前景.但是目前面临的问题是很多肿瘤细胞对TRAIL产生了抗药性,使得TRAIL在抗
会议
案例规则具有指导性与效力的双重属性,其生成包括规则先引、规则歧义消除、规则冲突消除、规则缺漏弥补四种方式.判断案例指导性价值的评判方法是利益衡量方法.案例规则援引
The spatio-temporal distribution of phytoplankton is influenced by physical and chemical factors such as water temperature,salinity,dissolved oxygen,Ph and nutr
本期刊发的10篇笔谈文章,对我国公司法修改的框架体系、原则方向到具体制度的构建修订展开研究探讨.中国政法大学赵旭东教授提出,公司自治和公司法的强制性与任意性问题是贯
果胶的甲酯化度(DM)对其性质和功能具有重要的影响,建立一种简单可行的甲酯化修饰方法对研究果胶分子的结构与功能具有重要意义.本文探讨了在甲醇溶液中,阳离子树脂催化修饰H
会议