P. Bergamaschi, R. Hein, M. Heinmann, and P. Crutzen, Inverse modeling of the global CO cycle: 1. Inversion of CO mixing ratios, Journal of Geophysical Research: Atmospheres, vol.24, issue.45, pp.1909-1927, 2000.
DOI : 10.1029/1999JD900818

N. Blond and . Cole-polytech, Assimilation de données photochimiques et prévisions de la pollution troposphérique, 2002.

P. Bousquet, P. Ciais, P. Peylin, M. Ramonet, and P. Monfray, Inverse modeling of annual atmospheric CO 2 sources and sinks: 1. Method and control inversion, J. Geophys. Res, vol.104, issue.26, pp.161-26178, 1999.

J. Boutahar, S. Lacour, V. Mallet, D. Quélo, Y. Roustan et al., Development and validation of a fully modular platform for numerical modelling of air pollution: POLAIR, International Journal of Environment and Pollution, vol.22, issue.1/2, pp.17-28, 2004.
DOI : 10.1504/IJEP.2004.005474

URL : https://hal.archives-ouvertes.fr/inria-00527198

H. B-y-r-d, P. L-u, and J. , N o c e d a l ,a n dCAl i m i t e dm e m o r y algorithm for bound constrained optimization, Z h u SIAM J. Sci. Comput, vol.1, issue.165, pp.1190-1208

J. Chang, R. Brost, I. Isaken, S. Madronich, P. Middleton et al., A three-dimensional Eulerian acid deposition model: Physical concepts and formulation, Journal of Geophysical Research, vol.21, issue.62, pp.681-14700, 1987.
DOI : 10.1029/JD092iD12p14681

H. Elbern and H. Schmidt, Ozone episode analysis by four-dimensional variational chemistry data assimilation, Journal of Geophysical Research: Atmospheres, vol.15, issue.D4, pp.3569-3590, 2001.
DOI : 10.1029/2000JD900448

H. Elbern, H. Schmidt, O. Talagrand, and E. Ebel, 4D-variational data assimilation with an adjoint air quality model for emission analysis, Environmental Modelling & Software, vol.15, issue.6-7, pp.539-548, 2000.
DOI : 10.1016/S1364-8152(00)00049-9

C. Faure and Y. Papegay, Odyssée user's guide, version 1, Inst. Natl. de Rech. en Inf. et en Autom, 1998.

S. R. Hanna, Z. Lu, H. C. Frey, N. Wheeler, J. Vukovich et al., Uncertainties in predicted ozone concentrations due to input uncertainties for the UAM-V photochemical grid model applied to the July 1995 OTAG domain, Atmospheric Environment, vol.35, issue.5, pp.891-903, 1995.
DOI : 10.1016/S1352-2310(00)00367-8

L. W. Horowitz, A global simulation of tropospheric ozone and related tracers: Description and evaluation of MOZART, version 2, Journal of Geophysical Research: Atmospheres, vol.56, issue.D4, pp.478410-1029, 2003.
DOI : 10.1029/2002JD002853

F. Hourdin and J. Issartel, Sub-surface nuclear tests monitoring through the CTBT Xenon Network, Geophysical Research Letters, vol.23, issue.D12, pp.2245-2248, 2000.
DOI : 10.1029/1999GL010909

T. Kaminski, On the benefit of the adjoint technique for inversion of the atmospheric transport employing carbon dioxide as an example of a passive tracer, 1998.

L. Dimet, F. , I. Navon, and D. Daescu, Second-Order Information in Data Assimilation*, Monthly Weather Review, vol.130, issue.3, pp.629-648, 2002.
DOI : 10.1175/1520-0493(2002)130<0629:SOIIDA>2.0.CO;2

URL : https://hal.archives-ouvertes.fr/hal-00787272

J. Louis, A parametric model of vertical eddy fluxes in the atmosphere, Boundary-Layer Meteorology, vol.93, issue.2, pp.187-202, 1979.
DOI : 10.1007/BF00117978

S. Madronich, Photodissociation in the atmosphere: 1. Actinic flux and the effects of ground reflections and clouds, Journal of Geophysical Research, vol.59, issue.D8, pp.9740-9752, 1987.
DOI : 10.1029/JD092iD08p09740

V. Mallet and B. Sportisse, 3-D chemistry-transport model Polair: numerical issues, validation and automatic-differentiation strategy, Atmospheric Chemistry and Physics Discussions, vol.4, issue.2, pp.1371-1392, 2004.
DOI : 10.5194/acpd-4-1371-2004

URL : https://hal.archives-ouvertes.fr/hal-00327858

V. Mallet and B. Sportisse, Data processing and parameterizations in atmospheric chemistry and physics: The AtmoData library, 2005.

V. Mallet, D. Quélo, and B. Sportisse, Software architecture of an ideal modeling platform in air quality: A first step: Polyphemus, 2005.

A. Mendoza-dominguez and A. Russell, Estimation of emission adjustments from the application of four-dimensional data assimilation to photochemical air quality modeling, Atmospheric Environment, vol.35, issue.16, pp.2879-2894, 2001.
DOI : 10.1016/S1352-2310(01)00084-X

L. Menut, Adjoint modeling for atmospheric pollution process sensitivity at regional scale, Journal of Geophysical Research, vol.15, issue.D17, pp.10-1029, 2003.
DOI : 10.1029/2002JD002549

P. Middleton, W. R. Stockwell, and W. P. Carter, Aggregation and analysis of volatile organic compound emissions for regional modeling, Atmospheric Environment. Part A. General Topics, vol.24, issue.5, pp.1107-1133, 1990.
DOI : 10.1016/0960-1686(90)90077-Z

D. Quélo, Simulation numérique et assimilation de données variationnelle pour la dispersion atmosphérique de polluants, 2004.

A. Sandu, F. Potra, G. Carmichael, and V. Damian, Efficient Implementation of Fully Implicit Methods for Atmospheric Chemical Kinetics, Journal of Computational Physics, vol.129, issue.1, pp.101-110, 1996.
DOI : 10.1006/jcph.1996.0236

A. Segers, Data assimilation in atmospheric chemistry models using Kalman filtering, 2002.

D. Simpson, Inventorying emissions from nature in Europe, Journal of Geophysical Research: Atmospheres, vol.4, issue.1, pp.8113-8152, 1999.
DOI : 10.1029/98JD02747

URL : http://www.escholarship.org/uc/item/9qv1m5k7

B. Sportisse and D. Quélo, Data assimilation and inverse modeling of atmospheric chemistry, Proc. Indian Natl. Sci. Acad., Part A Phys. Sci, p.69, 2003.
URL : https://hal.archives-ouvertes.fr/inria-00527179

W. R. Stockwell, F. Kirchner, M. Kuhn, and S. Seefeld, A new mechanism for regional atmospheric chemistry modeling, Data assimilation of ozone in the atmospheric transport chemistry model LOTOS, Environ. Modell. Software, pp.847-872, 1997.
DOI : 10.1029/97JD00849

J. Verwer, W. Hundsdorfer, and J. Blom, Numerical time integration for air pollution models, International Conference on Air Pollution Modelling and Simulation: APMS'98, E ´ cole Natl. des Ponts et Chaussées, 1998.

M. L. Wesely, Parameterization of surface resistances to gaseous dry deposition in regional-scale numerical models, Atmospheric Environment (1967), vol.23, issue.6, pp.1293-1304, 1989.
DOI : 10.1016/0004-6981(89)90153-4