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海洋通报  2011 

资料同化技术的发展及其在海洋科学中的应用

DOI: 10.11840/j.issn.1001-6392.2011.4.018, PP. 463-472

Keywords: 资料同化技术,发展,海洋科学,应用

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Abstract:

回顾了资料同化技术,特别是基于最优控制和统计估计这两大理论基础发展起来的几种资料同化方法的研究进展,以及这些方法在海洋科学研究中的应用现状。可以看到,由于海洋观测资料(如地转海洋学实时观测阵(ArrayforReal-timeGeostrophicOceanography,Argo)、热带大气海洋阵列(TropicalAtmosphere/Oceanarray,TAO)、抛弃式温度深度仪(ExpendableBathythermograph,XBT)、温盐深仪(Conductance-T

References

[1]  Derber J;Bouttier F,A reformulation of the background error covariance in ECMWF global data assimilation system,Tellus,1999.
[2]  Chang X Y;Jiang Z;Rongfeng L,Roles of vertical correlations of background error and T-Srelations in estimation of temperature andsalinity profiles from sea surface dynamicheight,Journal of Geophysical Research,2004.
[3]  Ishikawa Y,High-resolution synthetic monitoring by a 4-dimension-al variational dataassimilation system in the northwestern North Pacific,Journal of Marine Systems,2009(02).
[4]  Troccoli A;Coauthors,Salinity adjustments in the presence of temperature data assimilation,Monthly Weather Review,2002.
[5]  Derber J;Rosati A,A global oceanic data assimilation system,Journal of Physical Oceanography,1989.
[6]  Stammer D C;Wunsch R;Giering C,Global ocean circulation during 1992-1997,estimated from ocean bservations and a general circulation model,Journal of Geophysical Research,2002(C9).
[7]  韩桂军 中国近海及邻近海域海洋再分析技术报告 2010
[8]  Masafumi K;Tsurane K;Hiroshi I,Operational Data Assimilation System for the Kuroshio South of Japan:Reanalysis and Validation,Journal of Oceanography,2004.
[9]  Carton J A;Giese B S,A Reanalysis of Ocean Climate Using Simple Ocean Data Assimilation(SODA),Monthly Weather Review,2008.
[10]  Carton J A;Chepurin G;Cao X,A Simple Ocean Data Assimilation Analysis of the Global Upper Ocean 1950-95.Part Ⅱ:Results,Journal of Physical Oceanography,2000.
[11]  Pinardi N,The Mediterranean ocean forecasting system:first phase of implementation (1998-2001),AnnalesGeophysicae,2003.
[12]  Norihisa U;Shiro I;Yosuke F,Meteorological Research Institute multivariateocean variational estimation (MOVE) system:Some early results,Advances in Space Research,2006.
[13]  Metzger E J;Hurlburt H E;Wallcraft A J Validation Test Report for the Global Ocean Prediction System V3.0-1/12°HYCOM/NCODA:Phase I
[14]  Carton J A;Chepurin G;Cao X,A Simple Ocean Data Assimilation Analysis of the Global Upper Ocean 1950-95.Part Ⅰ:Methodology,Journal of Physical Oceanography,2000.
[15]  Dombrowsky L;Bertino L;Brassington G GODAE systems in operation
[16]  Masuda S;Awaji T;Sugiura N,Improved estimates of the dynamical state of the North Pacific ocean from a 4 dimensional variational data assimilation,Geophysical Research Letters,.
[17]  Dobricic S;Pinardi N,An oceanographic three-dimensional variational data assimilation scheme,Ocean Modelling,2008.
[18]  邱崇践;张蕾;邵爱梅,一种显式四维变分资料同化方法,中国科学D辑,2007(05).
[19]  Courtier P,A strategy for operational implementation of 4D-Var,using an incremental Approach,Quarterly Journal of the Royal Meteorological Society,1994.
[20]  Le Dimet F X;Talagrand O,Variational algorithms for analysis and assimilation of meteorological observations:theoretical aspects,Tellus,1986.
[21]  王斌;赵颖,一种新的资料同化方法,气象学报,2005(05).
[22]  Tsuyuki T;Miyoshi T,Recent progress of data assimilation methods in meteorology,Journal of the Meteorological Society of Japan,2007.
[23]  高山;王凡;李明悝,中尺度涡的高度计资料同化模拟,中国科学D辑,2007(12).
[24]  Brassington G B;Pugh C S;Schulz E,BLUElink》Development of operational oceanography and servicing in Australia,Journal of Research and Practice In Information Technology,2007.
[25]  Kalnay E;Li H;Miyoshi T,4-D-Var or ensemble Kalman filter,Tellus,2007.
[26]  田向军;谢正辉,基于本征正交分解的显式四维变分同化方法:理论与验证,中科科学D辑,2009(04).
[27]  Martin M J;Hines A;Bell M J,Data assimilation in the FOAM operational short-range ocean forecasting system:a description of the scheme and its impact,Quarterly Journal of the Royal Meteorological Society,2007.
[28]  朱江;周广庆;闫长香,一个三维变分海洋资料同化系统的设计和初步应用,中国科学D辑,2007(02).
[29]  Oke P R;Brassington G B;Griffin D A,The Bluelink ocean data assimilation system (BODAS),Ocean Modelling,2008.
[30]  Oke P R;Schiller A;Griffin A,Ensemble data assimilation for an eddy-resolving ocean model of Australian region,Quarterly Journal of the Royal Meteorological Society,2005.
[31]  Houtekamer P L;Mitchell H L,A sequential ensemble Kalman filter for atmospheric data assimilation,Monthly Weather Review,2001.
[32]  Houtekamer P L;Mitchell H L,Data assimilation using an ensemble Kalman filter technique,Monthly Weather Review,1998.
[33]  Houtekamer P L;Mitchell H L;Pellerin G,Atmospheric data assimilation with an ensemble Kalman filter:results with real observation,Monthly Weather Review,2005.
[34]  Hunt B R;Kostelich E J;Szunyogh I,Efficient data assimilation for spatiotemporal chaos:a localensemble transform Kalman filter,Physical Review D,2007.
[35]  Kalnay E,Atmospheric Modeling,Data Assimilation and Pridctability,Cambridge:Cambridge University Press,2003.
[36]  朱江;徐启春;王赐霞,海温数值预报资料同化试验Ⅰ.客观分析的最优插值法试验,海洋学报,1996(06).
[37]  高山红;吴增茂;谢红琴,Kalman滤波在气象数据同化中的发展与应用,地球科学进展,2000(05).
[38]  Kalman R E;Bucy R,New results in linear filtering and predication theory,Journal of Basic Engineering,Transactions of the ASME,1961.
[39]  Kalman R E,A new approach to linear filter and prediction problems,Journal of Basic Engineering,Transactions of the ASME,1960.
[40]  Lorenc A,A Global Three-Dimensional Multivariate Statistical Interpolation Scheme,Monthly Weather Review,1981(04).
[41]  Bouttier F;Courtier P Data assimilation concepts and methods March 1999,ECMWF培训教程
[42]  Gandin L S,Objective Analysis of Meteorological Fields,Gidrometoro-logicheskoe Izdatelstvo,Leningrad(in Russian),English translation by Israel program for scientific translations,Jerusalem,Israel,1963.
[43]  Hoke J;Anthes R,The initialization of numerical models by a dynamic relexation technique,Monthly Weather Review,1976.
[44]  Ott E;Hunt B R;Szunyogh I,A local ensemble Kalman filter for atmospheric data assimilation,Tellus,2004.
[45]  Tippett M K;Anderson J L;Bishop C H,Ensemble square root filters,Monthly Weather Review,2003.
[46]  Whitaker J S;Hamill T M,Ensemble Data Assimilation without perturbed observations,Monthly Weather Review,2002(07).
[47]  Bishop C H;Etherton B J;Majumdar S J,Adaptive sampling with the ensemble transform Kalman filter.Part Ⅰ:Theoretical aspects,Monthly Weather Review,2001.
[48]  Anderson J L,An ensemble adjustment Kalman filter for data assimilation,Monthly Weather Review,2001.
[49]  Houtekamer P L;Mitchell H L,Ensemble Kalman filtering,Quarterly Journal of the Royal Meteorological Society,2005.
[50]  Evensen G,The ensemble Kalman filter:theoretical formulation and practical implementation,Ocen Dyn,2003.
[51]  Burgers G;Leeuwen P J;Evensen G,Analysis scheme in the ensemble Kalman filter,Monthly Weather Review,1998.
[52]  Pham D T;Verron J;Roubaud M C,Singular evolutive extended Kalman filter with EOF initialization for data assimilation in oceanography,Journal of Marine Systems,1998.
[53]  Heemink A W;Verlaan M;Segers A J,Variance reduced ensemble Kalman Filtering,Monthly Weather Review,2001.
[54]  Evensen G,Sequential data assimilation with a Nonlinearquasigeostrophic model using Monte Carlo methods to forecast error statistics,Journal of Geophysical Research,1994.
[55]  韩桂军;方国洪;马继瑞,利用伴随法优化非线性潮汐模型的开边界条件Ⅱ:黄海、东海潮汐资料的同化试验,海洋学报,2001(02).
[56]  王东晓;施平;杨昆,南海TOPEX海面高度资料的混合同化试验,海洋与湖沼,2001(01).
[57]  朱江;闫长香;万莉颖,Argo资料在太平洋海洋资料同化中的应用,北京:海洋出版社,2006.
[58]  Gregory C S;Keith H,Evaluation of the S(T) assimilation method with the Argo dataset,Quarterly Journal of the Royal Meteorological Society,2009.
[59]  Troccoli A;Haines K,Use of the temperature-salinity relation in a data assimilation context,Journal of Atmospheric and Oceanic Technology,1999.
[60]  Caya A;Sun J;Snyder C,A Comparison between the 4DVAR and the Ensemble Kalman Filter Techniques for Radar Data Assimilation,Monthly Weather Review,2005.
[61]  Tziperman E;Thacker W C,An optimal control/adjoint equations approach to studying the oceanic general circulation,Journal of Physical Oceanography,1989.
[62]  Xian J X;Dong X W;Jian J X,The assimilation experiment in the southwestern of Shouth China sea in summer 2000,Chinese Science Bulletin,2006(z2).
[63]  Ye Q S;Jiang Z;Dong X W,Performace of four Sea surfacetemperature assimilation schemes in South China Sea,Continetal Shel f Research,2009.
[64]  GuiJun H;Wei L;ZhongJie H,Assimilated Tidal Results of Tide Gauge and TOPEX / POSEIDON Data over the China Seas Using a Variational Adjpint Approach with a Nonlinear Numerical Model,Advances in Atmospheric Sciences,2006(03).
[65]  Jiang Z;Changxiang Y,Nonlinear balance constrains in 3DVAR data assimilation,Science in China(Series D),2006(03).
[66]  Cressman G P,An operational objective analysis system,Monthly Weather Review,1959.
[67]  Bergthorson P;D(oo)s B,Numerical weather map analysis,Tellus,1955.
[68]  Gilchrist B;Cressman G P,An experiment in Objective analysis,Tellus,1954(04).
[69]  Panofsky H A,Objective weather-map analysis,Journal of Applied Meteorology,1949.
[70]  Lorenc A C,The potential of the ensemble Kalman filter for NWPA comparison with 4D-Var,Quarterly Journal of the Royal Meteorological Society,2003.
[71]  万利颖,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,北京:中国科学院大气物理研究所,2006.

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