Korean Journal of Remote Sensing (대한원격탐사학회지)

Korean Society of Remote Sensing (대한원격탐사학회)
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Assimilation of Oceanographic Data into Numerical Models over the Seas around Korea

  • Kim, Seung-Bum (Satellite Technology Research Center Korea Advanced Inst. Science and Technology)
  • Published : 2001.12.01
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Abstract

This review provides a summary of data assimilation applied to the seas around Korea. Currently the worldwide efforts are devoted to applying advanced assimilation to realistic cases, thanks to improvements in mathematical foundations of assimilation methods and the computing capabilities, and also to the availability of extensive observational data such as from satellites. Over the seas around Korea, however, the latest developments in the advanced assimilation methods have yet to be applied. Thus it would be timely to review the progress in data assimilation over the seas. Firstly, the definition and necessity of data assimilation are described, continued by a brief summary of major assimilation methods. Then a review of past research on the ocean data assimilation in the regional seas around Korea is given and future trends are considered. Special consideration is given to the assimilation of remotely-sensed data.

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References

  1. Continental Shelf Res. v.19 Sea surface temperature assimilation for a three-dimensional baroclinic model of shelf seas Annan,J.D.;J.C. Hargreaves
  2. BSPK 00017-965-1 Development of data-assimilative model for the seas around Korea Bang, I.;coauthors
  3. Inverse methods in physical oceanography Bennett, A.F.
  4. 1999 Summer school lecture notes Inverse methods and data assimilation Bennett, A.F.
  5. J. Atmos. Oceanic Tech. v.14 Development of a date sampling strategy for semi-enclosed seas using a shallow-water model Blain. C.A.
  6. J. Geoophys. Res. v.102 Temporal and spatial scales of the Yellow Sea thermal variability Chu, P.C.;S.K. Wells;S.D. Haeger;C. Szczechowski;M. Carron
  7. Satellite Altimetry and Earth Science: A Handbook of Techniques and Applications Data assimilation by models Fukumori, I.;L.-L. Fu(ed.);A. Cazenave(ed.)
  8. J. Geophys. Res. v.100 An approximate Kalman filter for ocean data assimilation:an example with an idealized Gulf Stream model Fukumori, I.;P. Malanotte-Rizzoli
  9. J. Geophys. Res. v.104 Assimilation of TOPEX/Poseidon altimeter data into a global ocean circulation model: how good are the results? Fukumori, I.;R. Raghunath;L.-L. Fu;Y. Chao
  10. Objective analysis of meteorological fields Gandin, L.S.
  11. Applied optimal estimation Gelb, A.
  12. Advances in Geophysics v.33 Data assimilation in meteorology and oceanography Ghil. M.;Malanotte-Rizzoli P.
  13. AMS Trans. Mathmatical Software v.4 Recipes for adjoint code construction Gierling, R.;T. Kaminski
  14. J. Oceanography v.55 Assimilation of TOPEX/POSEIDON altimeter data with a reduced gravity model of the Japan sea Hirose, N.;I. Fukumori;J.-H. Yoon
  15. J. Geophys. Res. v.105 Quasi-biennial variability in the Japan Sea Hirose, N.;A.G. Ostrovskii
  16. J. Geophys. Res. v.91 Dynamical transfer of simulated altimeter data into subsurface information by a numerical ocean model Hurlburt, H.E.
  17. Geophys. Res. Lett. v.28 Satellite saltimeter monitoring the Kuroshio transport south of Japan Imawaki, S.;H. Uchida;H. Ichikawa;M. Fukasawa;S. Umatani;AKUSA Group
  18. J. Phys. Oceanogr v.26 Successive correction of the mean sea sueface hight by the simultaneous assimilation of drifting buoy and altimetric data Ishikawa, Y.;T. Awaji;K. Akitomo;B. Qiu
  19. J. Basic Eng. v.82D A new approach to linear filtering and prediction problems Kalman, R.E.
  20. J. Phys. Oceanogr v.25 Heat flux estimates for the western North Atlantic. PartⅡ: the upper-ocean heat balance Kelly, K.A.;B. Qiu
  21. J. Korean Soc.Remote Sensing v.16 Quantitative accuracy assessment of a SPOT DEM along the coast- Donghae city area Kim, S.A.B.;H.-Y. Lee https://doi.org/10.7780/kjrs.2000.16.2.177
  22. Ocean Research v.18 Computation of M2 tide for the Yellow Sea and the East China Sea using data assimilation Lee, J.C.;K.T. Jung
  23. Proc. Int. workshop on operational ocean prediction around Korean waters The assimilation of sea surface height data into an ocean circulation model; a feasibility study of Kalman filter Lee, J.H.;Y.S. Song;M.S. Suk
  24. J. Geophys. Res. v.105 Data assimilation by a simple coupled ocean-atmosphere model Lee, T.;B. J.-P.;L.-L. Fu;A. Foo;R. Giering
  25. J. Geophys. Res. v.105 How can we improve a global ocean tide model at a regional scale? A test on the Yellow Sea and the East China Sea Lefevre, F.;C. Le Provost;F.H. Lyard
  26. Mon. Wea. Rev. v.127 Data assimilation via error subspace statistical estimation. PartⅡ: Middle Atlantic Bight shelfbreak front simulations and ESSE validation Lermusiaux, P.F.J.;A.R. Robinson
  27. Modern approaches to data assimilation in ocean modeling Malanotte-Rizzoli, P.
  28. J. Phys. Oceanogr v.16 Data constraints applied to models of the ocean general circulation. Part Ⅰ. The steady case Malanotte-Rizzoli, P.;W.R. Holland
  29. Clim. Dyn. v.17 A global ocean temperature and altimeter data assimilation system for studies of climate variability Masina, S.;N. Pinardi;A. Navarra
  30. J. Atmos. Oceanic Tech. v.14 Linearization of an oceanic general circulation model for data assimilation and climate studies Menemenlis, D.;C. Wunsch
  31. Q. J. Roy. Metteor. Soc. v.127 The comparative impact of the assimilation of SSM/I and TMI brightness temperatures in the ECMWF 4D-Var system Marecal, V.;E. Gerard;J.F. Mahfouf;P. Bauer
  32. Proc. Int. workshop on operational ocean prediction around Korean waters POM-ES assimilating current vectors estimated from climatological T-S datasets of GDEM, WOA, KODC Ro, Y.J.
  33. Proc. American Geophysical Union Spring Meeting Adjoint based data assimilation for an ionospheric model Rosen, I.G.;G.A. Haji;X. Pi;C. Wang;W. B.D.
  34. J. Korean Soc. Remote Sensing v.14 Precision correction of linear pushbroom-type CCD camera images Shin, D.;Y.L. Lee;H.K. Lee https://doi.org/10.7780/kjrs.1998.14.2.137
  35. J. Atmos. Oceanic Tech. v.15 Optimized boundary conditions and data assimilation with application to the M2 tide in the Yellow Sea Shulman, I.;J.K. Lewis;A.F. Blumberg;B.N. Kim.
  36. Prog. Oceanogr v.19 Variational data assimilation and parameter estimation in an equatorial Pacific model Smedstad, O.M.;J.J. O'Brien
  37. J. Korean Soc. Oceanogr v.3 Estimation of optimal weight in tidal modeling with the adjoint method Song, Y.S.;J.H. Lee;K. Park
  38. J. Geophys. Res. v.101 The determination of the large scale circulation of the Pacific Ocean from satellite altimetry using model Green's functions Stammer, D.;C. Wunsch
  39. Proc. Int. workshop on operational ocean prediction around Korean waters Korean ocean prediction system Suk, M.S.;K.I. Chang;S.Y. Nam;S.H. Park
  40. J. Geophys. Res. v.94 The role of the Hessian matrix in fitting models to measurements Thacker, W.C.
  41. J. Atmos. Oceanic Tech. v.13 Assessing dual-satellite altimetric missions for observing the midlatitude oceans Verron, J.;L. Cloutier;P. Gaspar
  42. J. Geophys. Res. v.104 An extended Kalman filter to assimilate satellite altimeter data into a nonlinear numerical model of the tropical Pacific Ocean Verron, J.;L. Gourdeau;D.T. Pham;R. Murtugudde;A.J. Busalacchi
  43. Prog. Oceanogr v.36 Design of a global observing system for gyre-scale upper ocean temperature variability White, W.B.
  44. J. Geophys. Res. v.95 Continuous assimilation of Geosat altimetric sea level observations in a numerical synoptic ocean model of the California Current White, W.B.;C.-K. Tai;W.R. Holland
  45. J. Geophys. Res. v.104 Assimilating altimetric data into a South China Sea model Wu, C.R.;P.T. Shaw;S.Y. Chao
  46. The ocean circulation inverse problem Wunsch, C.
  47. J. Phys. Oceanogr v.29 Formation and circulation processes of intermediate water in the Japan Sea Yoshikawa, Y.;T. Awaji;K. Akitomo
  48. Proc. Int. Workshop on Operational Ocean Prediction around Korean Waters Operational nowcast system of the western North Pacific Ocean in JMA Yoshioka, N.
  49. J. Phys. Oceanogr v.28 Inverse determination of surface heat flux over the Yellow Sea in winter 1986 from sea surface temperature data Yuan, D.L.;Y. Hsueh