Applied Mathematics and Mechanics (English Edition) ›› 2004, Vol. 25 ›› Issue (6): 636-646.

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STUDY ON THE ADJOINT METHOD IN DATA ASSIMILATION AND THE RELATED PROBLEMS

LÜ Xian-qing1,2, WU Zi-ku1,2, GU Yi3, TIAN Ji-wei1,2   

  1. 1. College of Physical and Environmental Oceanography, Ocean University of China, Qingdao 266003, P. R. China;
    2. Key Laboratory of Physical Oceanography, Ministry of Education, Qingdao 266003, P. R. China;
    3. College of Information Engineering, Qingdao University, Qingdao 266071, P. R. China
  • Received:2002-08-10 Revised:2003-12-08 Online:2004-06-18 Published:2004-06-18
  • Supported by:
    the National Key Basic Rearch Development Project Program of China(G1999043808);the National 863-Project of China(2001AA633030);the National Natural Science Foundation of China(40076004)

Abstract: It is not reasonable that one can only use the adjoint of model in data assimilation. The simulated numerical experiment shows that for the tidal model, the result of the adjoint of equation is almost the same as that of the adjoint of model: the averaged absolute difference of the amplitude between observations and simulation is less than 5.0 cm and that of the phase-lag is less than 5.0°. The results are both in good agreement with the observed M2 tide in the Bohai Sea and the Yellow Sea. For comparison, the traditional methods also have been used to simulate M2 tide in the Bohai Sea and the Yellow Sea. The initial guess values of the boundary conditions are given first, and then are adjusted to acquire the simulated results that are as close as possible to the observations. As the boundary conditions contain 72 values, which should be adjusted and how to adjust them can only be partially solved by adjusting them many times. The satisfied results are hard to acquire even gigantic efforts are done. Here, the automation of the treatment of the open boundary conditions is realized. The method is unique and superior to the traditional methods. It is emphasized that if the adjoint of equation is used, tedious and complicated mathematical deduction can be avoided. Therefore the adjoint of equation should attract much attention.

2010 MSC Number: 

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