Bayesian design of control space for optimal assimilation of observations. part ii: Asymptotic solutions

Quarterly Journal of the Royal Meteorological Society

Volumn 137, Issue 658, 2011, Pages 1357-1368

  Bocquet, M ^a,b   Wu, L ^a,b  

^a UNIVERSITÉ PARIS EST   (France)

^b INRIA   (France)

Author keywords

Control space; Multiscale data assimilation; Tracer dispersion

Indexed keywords

CYTOLOGY; DEGREES OF FREEDOM (MECHANICS); DISPERSIONS; JACOBIAN MATRICES;

ASYMPTOTIC SOLUTIONS; COMPREHENSIVE NUCLEAR-TEST-BAN TREATY; CONTROL SPACES; GLOBAL OBSERVATION NETWORKS; HIGH-DIMENSIONAL SYSTEMS; MULTISCALE DATA ASSIMILATION; OPTIMAL DISCRETIZATION; TRACER DISPERSION;

CELLS;

AIR QUALITY; ALGORITHM; ANALYTICAL METHOD; ATMOSPHERIC POLLUTION; BAYESIAN ANALYSIS; DATA ASSIMILATION; OPTIMIZATION; RADIONUCLIDE;

EID: 79960706447     PISSN: 00359009     EISSN: 1477870X     Source Type: Journal    
DOI: 10.1002/qj.841     Document Type: Article

References (8)

1. Bocquet M. 2005. Grid-resolution dependence in the reconstruction of an atmospheric tracer source. Nonlin. Proc. Geophys. 12: 219-233.
2. Bocquet M. 2009. Towards optimal choices of control space representation for geophysical data assimilation. Mon. Weather Rev. 137: 2331-2348.
3. Bocquet M, Wu L, Chevallier F. Bayesian design of control space for optimal assimilation of observations. Part I: Consistent multiscale formalism. 2011. Q. J. R. Meteorol. Soc. 137: DOI: 10.1002/qj.837.
4. Byrd RH, Lu P, Noceedal J. 1995. A limited-memory algorithm for bound constrianed optimization. SIAM J. Sci. Statist. Comput. 16: 1190-1208.
5. Rodgers CD. 2000. Inverse methods for atmospheric sounding. Series on Atmospheric, Oceanic and Planetary Physics, Vol. 2. World Scientific.
6. Roustan Y, Bocquet M. 2006. Sensitivity analysis for mercury over Europe. J. Geophys. Res. 111: D14304.
7. Saide P, Bocquet M, Osses A, Gallardo L. 2011. Constraining surface emissions of air pollutants using inverse modeling: Method intercomparison and a new two-step multiscale approach. Tellus B in press.
8. United Nations. 1996. Protocol on the Comprehensive Nuclear Test Ban Treaty. Preparatory Commission for the Comprehensive Nuclear Test Ban Treaty: Vienna.