The four-dimensional empirical orthogonal function （4D-EOF）, which in reality is a simple combination of three-dimensional EOF （3D-EOF） and extended EOF （EEOF）, is put forward in this paper to test the ability o...The four-dimensional empirical orthogonal function （4D-EOF）, which in reality is a simple combination of three-dimensional EOF （3D-EOF） and extended EOF （EEOF）, is put forward in this paper to test the ability of numerical model to simulate climate and its change. The 4D-EOF analysis is able to reveal not only the horizontal characteristic pattern of analyzed variable, and its corresponding annual and inter-annual variations, but also the vertical structural characteristics. The method suggested is then used to analyze the monthly mean 100-, 500-, 700-, and 1000-hPa geopotential height fields （4941 grids and grid spacing 60 km） and their anomaly fields in 1989-1998 simulated by the MM5V3 from the RMIP （Regional Climate Model Inter-comparison Project for East Asia）-II, as well as their counterparts （used as the observed fields） from the NCEP/NCAR re-analysis dataset in the same period. The ability of MM5V3 in simulating East Asian climate and its change is tested by comparing the 4D-EOF analysis results of the simulated and observed datasets. The comparative analyzed results show that the horizontal pattern of the first eigenvector of the observed monthly mean geopotential height fields and its vertical equivalent barotropic feature were well simulated; the simulations of the first two eigenvectors of the observed monthly mean geopotential height anomaly fields were also successful for their horizontal abnormal distributions and significant equivalent barotropic features in the vertical were well reproduced; and furthermore, the observed characteristics, such as the variation with height, the annual and inter-annual variations of the monthly mean geopotential height/anomaly fields were also well reflected in the simulation. Therefore, the 4D-EOF is able to comprehensively test numerical model＇s ability of simulating the climate and its change, and the simulation ability of MM5V3 for the climate and its change in East Asia in the 1990s was satisfactory.展开更多
基金the National Key Developing Program for Basic Science Project under Grant No. 2006CB400500China Postdoctoral Science Foundation under Grant No. 20060400492.
文摘The four-dimensional empirical orthogonal function （4D-EOF）, which in reality is a simple combination of three-dimensional EOF （3D-EOF） and extended EOF （EEOF）, is put forward in this paper to test the ability of numerical model to simulate climate and its change. The 4D-EOF analysis is able to reveal not only the horizontal characteristic pattern of analyzed variable, and its corresponding annual and inter-annual variations, but also the vertical structural characteristics. The method suggested is then used to analyze the monthly mean 100-, 500-, 700-, and 1000-hPa geopotential height fields （4941 grids and grid spacing 60 km） and their anomaly fields in 1989-1998 simulated by the MM5V3 from the RMIP （Regional Climate Model Inter-comparison Project for East Asia）-II, as well as their counterparts （used as the observed fields） from the NCEP/NCAR re-analysis dataset in the same period. The ability of MM5V3 in simulating East Asian climate and its change is tested by comparing the 4D-EOF analysis results of the simulated and observed datasets. The comparative analyzed results show that the horizontal pattern of the first eigenvector of the observed monthly mean geopotential height fields and its vertical equivalent barotropic feature were well simulated; the simulations of the first two eigenvectors of the observed monthly mean geopotential height anomaly fields were also successful for their horizontal abnormal distributions and significant equivalent barotropic features in the vertical were well reproduced; and furthermore, the observed characteristics, such as the variation with height, the annual and inter-annual variations of the monthly mean geopotential height/anomaly fields were also well reflected in the simulation. Therefore, the 4D-EOF is able to comprehensively test numerical model＇s ability of simulating the climate and its change, and the simulation ability of MM5V3 for the climate and its change in East Asia in the 1990s was satisfactory.
