Advanced interdisciplinary data assimilation: Filtering and smoothing via error subspace statistical estimation

Oceans Conference Record (IEEE)

Volumn 2, Issue , 2002, Pages 795-802

  Lermusiaux, P F J ^a   Robinson, A R ^a   Haley, P J H ^a   Leslie, W G ^a  

^a HARVARD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; PROBABILITY DENSITY FUNCTION; STATISTICAL METHODS;

DATA ASSIMILATION;

DATA REDUCTION;

EID: 0038647050     PISSN: 01977385     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Besiktepe S.T., P.F.J. Lermusiaux and A.R. Robinson. Coupled physical and biochemical data driven simulations of Massachusetts Bay in late summer: real-time and post-cruise data assimilation. Special issue on "The use of data assimilation in coupled hydrodynamic, ecological and bio-geochemical models of the oceans," M. Gregoire, P.F.J. Lermusiaux and P. Brasseur (Eds.), Submitted to the J. of Marine Systems, (2002).
2. Chiu, C.-S., Downslope modal energy conversion, J. Acoust. Soc. Am., 95(3), 1654-657, (1994).
3. Chiu, C.-S., J.H. Miller and J.F. Lynch, Forward coupled-mode propagation modeling for coastal acoustic tomography, J. Acoust. Soc. Am., 99(2), 793-802, (1996).
4. Djurcilov S., K. Kim, P.F.J. Lermusiaux and A. Pang. Visualizing scalar volumetric data with uncertainty. Computers and Graphics, 26(2): 239-248, (2002)
5. Lermusiaux, P.F.J. Error subspace data assimilation methods for ocean field estimation: theory, validation and applications. PhD Thesis, May 1997, Harvard Univ., Cambridge, MA, (1997).
6. Lermusiaux, P.F.J. Data assimilation via Error Subspace Statistical Estimation. Part II: Middle Atlantic Bight shelfbreak front simulations and ESSE validation. Month. Weather Rev., 127(7), 1408-1432. (1999a).
7. Lermusiaux P.F.J. and A.R. Robinson. Data assimilation via Error Subspace Statistical Estimation. Part I: Theory and schemes. Month. Weather Rev., 127(7), 1385-1407. (1999)
8. Lermusiaux, P.F.J. Estimation and study of mesoscale variability in the Strait of Sicily, Dyn. of Atmos. Oceans, 29, 255-303, (1999b).
9. Lermusiaux P.F.J., D.G.M. Anderson and C.J. Lozano. On the mapping of multivariate geophysical fields: error and variability subspace estimates. Q.J.R. Meteorol. Soc., April B, 1387-1430. (2000).
10. Lermusiaux, P.F.J. Evolving the subspace of the three-dimensional multiscale ocean variability: Massachusetts Bay. J. Marine Systems, Special issue on "Three-dimensional ocean circulation: Lagrangian measurements and diagnostic analyses," 29/1-4, 385-422, (2001).
11. Lermusiaux, P.F.J. and A.R. Robinson. Features of dominant mesoscale variability, circulation patterns and dynamics in the Strait of Sicily. Deep Sea Research, 48(9), 1953-1997, (2001).
12. Lermusiaux P.F.J., C.-S. Chiu and A.R. Robinson. Modeling Uncertainties in the Prediction of the Acoustic Wavefield in a Shelfbreak Environment. Proceedings of the 5th International conference on theoretical and computational acoustics. May 21-25, 2001. Beijing, China. In press, (2001).
13. Lermusiaux P.F.J. On the mapping of multivariate geophysical fields: sensitivity to size, scales and dynamics. J. of Atmos. Oceanic Tech., In press. (2002).
14. Lermusiaux, P.F.J. and C.-S. Chiu. Four-dimensional data assimilation for coupled physical-acoustical fields. In "Acoustic Variability, 2002". Saclantcen. Kluwer Academic Press, In press, (2002).
15. Lynch, J.F., G.G. Gawarkiewicz, C.-S. Chiu, R. Pickart, J.H. Miller, K.B. Smith, A. Robinson, K. Brink, R. Beardsley, B. Sperry, and G. Potty. Shelfbreak PRIMER - An integrated acoustic and oceanographic field study in the mid-Atlantic Bight, in Shallow-Water Acoustics (R. Zhang and J. Zhou Editors), China Ocean Press, 205-212, (1997).
16. Malanotte-Rizzoli, P., A.R. Robinson, W. Roether, B. Manca, A. Bergamasco, S. Brenner, G. Civitarese, D. Georgopoulos, P.J. Haley, S. Kioroglou, H. Kontoyannis, N. Kress, M.A. Latif, W.G. Leslie, E. Ozsoy, M. Ribera d'Alcala, I. Salihoglu, E. Sansone, and A. Theocharis. Experiment in Eastern Mediterranean probes origin of deep water masses. EOS, 77(32), (1996).
17. Robinson, A.R. Physical processes, field estimation and an approach to interdisciplinary ocean modeling. Earth-Science Rev., 40, 3-54. (1996)
18. Robinson A.R., P.F.J. Lermusiaux and N.Q. Sloan, III. Data assimilation. In "The Sea: The Global Coastal Ocean I", Processes and Methods (K.H. Brink and A.R. Robinson, editors), Volume 10, John Wiley and Sons, New York, NY. (1998).
19. Robinson A.R. and P.F.J. Lermusiaux. Data Assimilation in Models. Encyclopedia of Ocean Sciences, 623-634, Academic Press Ltd., London. (2001).
20. Robinson A.R. and P.F.J. Lermusiaux. Data assimilation for modeling and predicting coupled physical-biological interactions in the sea. In "The Sea, Vol. 12: Biological-Physical Interactions in the Ocean.", Robinson A.R., J.R. McCarthy and B.J. Rothschild (Eds.), pp 475-536, (2002).