首页期刊介绍通知公告编 委 会投稿须知电子期刊广告合作联系我们在线留言
 
一个简单的集合最优插值方法在太平洋高度计资料同化中的应用
作者:万莉颖1  陈建新2 
单位:1. 国家海洋环境预报中心 国家海洋局海洋灾害预报技术研究重点实验室 北京 100081;
2. 总参61135部队 北京 102211
关键词:季节样本 EnOI 太平洋 高度计资料 均方根误差 
分类号:研究与分析
出版年·卷·期(页码):2011·28·第三期(1-7)
摘要:
采用不同季节样本设计了为期一年(2006年)的太平洋海面卫星高度计资料同化实验,并与控制实验及Evensen(2003)提出气候态样本的简单EnOI方法实验进行比较,利用日本海面融合产品MGDSST资料和Argo浮标廓线资料比较了3组实验结果的均方根误差和相关分布。结果表明:不同季节样本同化方法的主要特点是避免了人为给定参数带来的影响,其效果相对气候态样本实验较好。
By using different seasonal ensemble,we designed a simple ensemble optimal interpolation(EnOI) experiment in the Pacific to assimilate sea surface height data during 2006.At the same time,we also performed a control experiment and a climatology ensemble experiment documented by Evensen(2003).We compared the RMS errors and the correlation patterns between the three experiment results and independent reanalysis MGDSST data sets and Argo floats data sets.The comparison results show that the experiment of different season ensemble performs better than that of climatology ensemble,and it can avoid effectively using a experiential pa-rameter.
参考文献:
[1] Gandian L S.On optimal interpolation and extrapolation of meteorological fields.[J].Trudy Main Geophys.Obs,1960,114:75-89.
[2] Kalman R E.A new approach to linear filtering and prediction problems[J].Transaction of the ASME,Journal of Basic Engineering,1960,82D:34-45.
[3] Bleck R.An Oceanic General Circulation Model Framed in Hybrid Isopycnic-Cartesian Coordinates[J].Ocean Modeling,2002,4:55-88.
[4] Evensen G.The Ensemble Kalman Filter:Theoretical formulation and practical implementation[J].Ocean Dynamics,2003,53:343-367.
[5] Oke P R,Sakov P,Comey S P.Impacts of localisation in the EnKF and EnOI:Experiments with a small model[J].Ocean Dynamics,2006,57:32-45.
[6] Wan L,Zhu J,Bertino L,Wang H.Initial ensemble generation and alidation for ocean data assimilation using HYCOM in the Pacific[J].Ocean Dynamics,2008,58:81-99.
[7] Wan L,et al.A "Dressed" Ensemble Kalman Filter Using the Hybrid Coordinate Ocean Model in the Pacific[J].Adv Atmos Sci,2009,26(5):1042-1052.
[8] 王喜冬,许东峰,徐晓华.变分资料同化中不同的变分求解方法[J].海洋学研究,2007,25:103-111.
[9] 乔方利,Zhang SQ.现代海洋/大气资料同化方法的统一性及其应用进展[J].海洋科学进展,2002,20:79-93.
[10] 万莉颖.集合同化方法在太平洋海洋高度计资料同化中的应用研究[D].中国科学院大气物理研究所博士学位论文,2006.
[11] Wan L,Bertino L,Zhu J.Assimilating altimetry data into a HYCOM model of the Pacific:Ensemble Optimal Interpolation versus Ensemble Kalman Filter[J].J Atmos Oceanic Technol,2010,27:753-765.doi:10.1175/2009JTECHO626.1.
服务与反馈:
文章下载】【发表评论】【查看评论】【加入收藏
 
 海洋预报编辑部 地址:北京海淀大慧寺路8号
电话:010-62105776
投稿网址:http://www.hyyb.org.cn
邮箱:bjb@nmefc.cn