M. Amann, I. Bertok, J. Cofala, F. Gyarfas, C. Heyes et al., Clean Air for Europe (CAFE) program final report, Int. Inst. for Appl. Syst. Anal, 2005.

B. Aumont, A. Jaecker-voirol, B. Martin, and G. Toupance, Tests of some reduction hypothesis in photochemical mechanisms: Application to air quality modeling in the Paris area, Atmos. Environ, vol.30, pp.2061-2077, 1996.

M. Beekmann and C. Derognat, Monte Carlo uncertainty analysis of a regional-scale transport chemistry model constrained by measurements from the Atmospheric Pollution Over the Paris Area (ESQUIF) campaign, J. Geophys. Res, vol.108, issue.D17, p.8559, 2003.

B. Bessagnet, A. Hodzic, R. Vautard, M. Beekmann, S. Cheinet et al., Aerosol modeling with CHIMERE-Preliminary evaluation at the continental scale, Atmos. Environ, vol.38, pp.2803-2817, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00518777

B. Bessagnet, A. Hodzic, O. Blanchard, M. Lattuati, O. L. Bihan et al., Origin of particulate matter pollution episodes in wintertime over the Paris Basin, Atmos. Environ, vol.39, pp.6159-6174, 2005.
URL : https://hal.archives-ouvertes.fr/ineris-00962965

N. Blond and R. Vautard, Three-dimensional ozone analyses and their use for short-term ozone forecasts, J. Geophys. Res, vol.109, p.17303, 2004.
URL : https://hal.archives-ouvertes.fr/hal-02414785

N. Blond, L. Bel, and R. Vautard, Three-dimensional ozone data analysis with an air quality model over the Paris area, J. Geophys. Res, vol.108, issue.D23, p.4744, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02116922

J. W. Boylan and A. G. Russell, PM and light extinction model performance metrics, goals, and criteria for three-dimensional air quality models, Atmos. Environ, vol.40, pp.4946-4959, 2006.

M. Cathala, J. Pailleux, and V. Peuch, Improving global simulations of the upper troposphere -lower stratosphere with sequential assimilation of MOZAIC data, Tellus, Ser. B, vol.55, pp.1-10, 2003.

M. Chiriaco, R. Vautard, H. Chepfer, M. Haeffelin, Y. Wanherdrick et al., The ability of MM5 to simulate ice clouds: Systematic comparison between simulated and measured fluxes and lidar/radar profiles at SIRTA atmospheric observatory, Mon. Weather Rev, vol.134, pp.897-918, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00159781

M. E. Cope, The Australian Air Quality Forecasting System. part I: Project description and early outcomes, J. Appl. Meteorol, vol.43, pp.649-662, 2004.

P. Courtier, C. Freydier, J. F. Geleyn, F. Rabier, and M. Rochas, The ARPEGE project at METEO-France, paper presented at the ECMWF Seminar, pp.9-13, 1991.

B. Cros, The ESCOMPTE program: An overview, Atmos. Environ, vol.69, pp.241-279, 2004.
URL : https://hal.archives-ouvertes.fr/ineris-00962879

C. Cuvelier, CityDelta: A model intercomparison study to explore the impact of emission reductions in European cities in 2010, Atmos. Environ, vol.41, pp.189-207, 2007.
URL : https://hal.archives-ouvertes.fr/ineris-00963054

L. Delle-monache and R. B. Stull, An ensemble air quality forecast over western Europe during an ozone episode, Atmos. Environ, vol.37, pp.3469-3474, 2003.

L. Delle-monache, T. Nipen, X. Deng, Y. Zhou, and R. Stull, Ozone ensemble forecasts: 2. A Kalman filter predictor bias correction, J. Geophys. Res, vol.111, p.5308, 2006.

K. L. Demerjian, A review of national monitoring networks in North America, Atmos. Environ, vol.34, pp.1861-1884, 2000.

C. Derognat, Pollution photooxydante à l'échelle urbaine et interaction avec l'échelle régionale, 2002.

R. G. Derwent, Photochemical ozone formation in north west Europe and its control, Atmos. Environ, vol.37, 1983.

P. Drobinski, Regional transport and dilution during highpollution episodes in southern France: Summary of findings from the Field Experiment to Constraint Models of Atmospheric Pollution and Emissions Transport (ESCOMPTE), J. Geophys. Res, vol.112, p.13105, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00161535

J. Dudhia, A nonhydrostatic version of the Penn State/NCAR mesoscale model: Validation tests and simulation of an Atlantic cyclone and cold front, Mon. Weather Rev, vol.121, pp.1493-1513, 1993.

A. Dufour, M. Amodei, G. Ancellet, and V. Peuch, Observed and modelled ''chemical weather'' during ESCOMPTE, Atmos. Res, vol.74, pp.161-189, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00074986

, Criteria for EUROAIRNET, EEA Air Qual. Monit. and Inf. Network, vol.12, 1999.

H. Elbern and H. Schmidt, Ozone episode analysis by four-dimensional variational chemistry data assimilation, J. Geophys. Res, vol.106, pp.3569-3590, 2001.

G. Folberth, D. A. Hauglustaine, J. Lathière, and F. Brocheton, Impact of biogenic hydrocarbons on tropospheric chemistry: Results from a global chemistry-climate model, Atmos. Chem. Phys. Disc, vol.5, pp.1680-7375, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00327980

P. Ginoux, M. Chin, I. Tegen, J. M. Prospero, B. Holben et al., Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res, vol.106, pp.255-275, 2001.

H. R. Glahn and D. A. Lowry, The use of model output statistics (MOS) in objective weather forecasting, J. Appl. Meteorol, vol.11, pp.1203-1211, 1972.

D. A. Hauglustaine, F. Hourdin, L. Jourdain, M. A. Filiberti, S. Walters et al., Interactive chemistry in the Laboratoire de Météorologie Dynamique general circulation model: Description and background tropospheric chemistry evaluation, J. Geophys. Res, vol.109, p.4314, 2004.

A. Hodzic, R. Vautard, B. Bessagnet, M. Lattuati, and F. Moreto, On the quality of long-term urban particulate matter simulation with the CHIMERE model, Atmos. Environ, vol.39, pp.5851-5864, 2005.

C. Honoré, La photochimie de l'ozone à l'échelle urbaine: Un système dynamique non linéaire, Atmos. Chem. Phys, vol.6, pp.51-66, 2000.

W. H. Klein and H. R. Glahn, Forecasting local weather by means of model output statistics, Bull. Am. Meteorol. Soc, vol.55, pp.1217-1227, 1974.

M. Lattuati, Contribution à l'étude du bilan de l'ozone troposphérique à l'interface de l'Europe et de l'Atlantique nord: Modélisation lagrangienne et mesures en altitude, 1997.

J. N. Mchenry, W. F. Ryan, N. L. Seaman, C. J. Coats, J. Pudykiewicz et al., A real-time Eulerian photochemical model forecast system: Overview and initial ozone forecast performance in the northeast U, S. corridor, Bull. Am. Meteorol. Soc, vol.85, pp.525-548, 2004.

S. Mckeen, Assessment of an ensemble of seven real-time ozone forecasts over eastern North America during the summer of, J. Geophys. Res, vol.110, p.21307, 2004.

L. A. Mcnair, R. A. Harley, and A. G. Russell, Spatial inhomogeneity in pollutant concentrations, and their implications for air quality model evaluation, Atmos. Environ, vol.30, pp.4291-4301, 1996.

M. Michou and V. Peuch, Surface exchanges in the multiscale chemistry and transport model MOCAGE, Water Res, vol.15, pp.173-203, 2002.

M. Pagowski, Application of dynamic linear regression to improve the skill of ensemble-based deterministic ozone forecasts, Atmos. Environ, vol.40, pp.3240-3250, 2006.

N. R. Passant, . Technol, . London, V. Peuch, M. Amodei et al., Speciation of UK emissions of non-methane volatile organic compounds, Rep. AEAT/ENV/0545, 1999.

C. A. Pope, R. T. Burnett, M. J. Thun, E. E. Calle, D. Krewski et al., Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution, JAMA, vol.287, pp.1132-1141, 2002.

S. Pradier, J. L. Attié, M. Chong, J. Escobar, V. Peuch et al., Evaluation of 2001 springtime CO transport over West Africa using MOPITT CO measurements assimilated in a global chemistry transport model, Tellus, Ser. B, vol.58, pp.163-176, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00124424

J. Putaud, A European aerosol phenomenology-2: Chemical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe, Atmos. Environ, vol.38, pp.2579-2595, 2004.

A. Riccio, G. Barone, E. Chianese, and G. Giunta, A hierarchical Bayesian approach to the spatio-temporal modeling of air quality data, Atmos. Environ, vol.40, pp.554-566, 2006.

S. M. Robeson and D. G. Steyn, Evaluation and comparison of statistical forecast models for daily maximum ozone concentrations, Atmos. Environ., Part B, vol.24, pp.303-312, 1990.

H. Schmidt, C. Derognat, R. Vautard, and M. Beekmann, A comparison of simulated and observed ozone mixing ratios for the summer of 1998 in western Europe, Atmos. Environ, vol.36, pp.6277-6297, 2001.

R. W. Simpson and A. P. Layton, Forecasting peak ozone levels, Atmos. Environ, vol.17, pp.1649-1654, 1983.

J. R. Stedman, The predicted number of air pollution related deaths in the UK during the, Atmos. Environ, vol.38, pp.1087-1090, 2003.

S. Szopa, D. A. Hauglustaine, R. Vautard, and L. Menut, Future global tropospheric ozone changes and impact on European air quality, Geophys. Res. Lett, vol.33, p.14805, 2006.

H. Teyssèdre, A new tropospheric and stratospheric Chemistry and Transport Model MOCAGE-Climat for multi-year studies: Evaluation of the present-day climatology and sensitivity to surface processes, Atmos. Chem. Phys, vol.7, pp.5815-5860, 2007.

P. Thunis, Analysis of model responses to emission-reduction scenarios within the CityDelta project, Atmos. Environ, vol.41, pp.208-220, 2007.
URL : https://hal.archives-ouvertes.fr/ineris-00963053

S. Tilmes, Comparison of five Eulerian air pollution forecasting systems for the summer of 1999 using the German ozone monitoring data, J. Atmos. Chem, vol.42, pp.91-121, 2002.

, Guidance for regulatory application of the urban airshed model (UAM), report, Off. of Air Qual. Plan. and Standards, 1991.

M. Van-loon, Evaluation of long-term ozone simulations from seven regional air quality models and their ensemble, Atmos. Environ, vol.41, pp.2083-2097, 2007.
URL : https://hal.archives-ouvertes.fr/ineris-00963068

J. Vaughan, A numerical daily air quality forecast system for the Pacific Northwest, Bull. Am. Meteorol. Soc, vol.85, pp.549-561, 2004.

R. Vautard, M. Beekmann, J. Roux, and D. Gombert, Validation of a hybrid forecasting system for the ozone concentrations over the Paris area, Atmos. Environ, vol.35, pp.2449-2461, 2001.

R. Vautard, C. Honoré, M. Beekmann, and L. Rouïl, Simulation of ozone during the August 2003 heat wave and emission control scenarios, Atmos. Environ, vol.39, pp.2957-2967, 2005.
URL : https://hal.archives-ouvertes.fr/ineris-00962962

R. Vautard, B. Bessagnet, M. Chin, and L. Menut, On the contribution of natural aeolian sources to particulate matter concentrations in Europe: Testing hypotheses with a modelling approach, Atmos. Environ, vol.39, pp.3291-3303, 2005.
URL : https://hal.archives-ouvertes.fr/ineris-00962953

R. Vautard, S. Szopa, M. Beekmann, L. Menut, D. A. Hauglustaine et al., Are decadal anthropogenic emission changes in Europe consistent with surface ozone observations?, Geophys. Res. Lett, vol.33, p.13810, 2006.

R. Vautard, Evaluation and intercomparison of ozone and PM10 simulations by several chemistry transport models over 4 European cities within the CityDelta project, Atmos. Environ, vol.41, pp.173-188, 2007.

V. Vestreng, Review and revision of emission data reported to CLRTAP, status report, Air Quality Guidelines for Europe, vol.91, 2000.

, Health risks of particulate matter from long-range transboundary pollution, Regional Off. for Eur, World Health Organization, 2006.

M. D. Zeldin and M. D. Thomas, Ozone trends in the eastern Los Angeles Basin corrected for meteorological variations, the International Conference on Environmental Sensing and Assessment, pp.14-19, 1975.

M. Beekmann, J. Flaud-;-france, .. B. Bessagnet, C. Honoré, L. Malherbe et al., Institut National de l'Environnement Industriel et des Risques, Chronic Risks Division, Laboratoire Inter-Universitaire des Systèmes Atmosphériques, Faculté des Sciences et Technologie, 61 avenue du Général de Gaulle, F-94010 Créteil Cedex, vol.2

A. Dufour, D. Martin, A. Peuch, V. Peuch, M. France et al., , vol.27

R. Vautard, Laboratoire des Sciences du Climat et de l'Environnement