B. Barret, B. Sauvage, Y. Bennouna, L. Flochmoen, and E. , Upper-tropospheric CO and O 3 budget during the 682
DOI : 10.5194/acp-16-9129-2016
URL : https://www.atmos-chem-phys.net/16/9129/2016/acp-16-9129-2016.pdf

S. Beirle, . Spichtinger, and A. Stohl, Estimating the NO_x produced by lightning from GOME and NLDN data: a case study in the Gulf of Mexico, Atmospheric Chemistry and Physics, vol.6, issue.4, pp.1075-1089, 2006.
DOI : 10.5194/acp-6-1075-2006

H. W. Volz-thomas, A. Stohl, A. Fromm, and M. , Injection in the lower stratosphere of biomass fire emissions 690 followed by long-range transport: a MOZAIC case study, Atm. Chem. Phys, vol.9, pp.5829-5846, 2009.

. Smit, The First Regular Measurements of Ozone, Carbon Monoxide and Water Vapour in the Pacific 694 UTLS by IAGOS, p.695, 2015.

O. R. Cooper, A. Stohl, and M. Trainer, Large upper tropospheric ozone enhancements above midlatitude 696

P. Bonasoni, Influence of biomass burning and anthropogenic emissions on ozone, carbon monoxide and 700 black carbon at the Mt. Cimone GAW-WMO global station (Italy, 2165 m a.s, Atmos. Chem. Phys, vol.135194, issue.30, pp.15-70110, 2013.

R. Damoah, N. Spichtinger, C. Forster, P. James, I. Mattis et al., Around the world in 17 days -hemispheric-scale transport of forest fire smoke from Russia, p.704, 2003.
URL : https://hal.archives-ouvertes.fr/hal-00301147

S. D. Eastham and D. J. Jacob, Limits on the ability of global Eulerian models to resolve intercontinental transport of chemical plumes, Atmospheric Chemistry and Physics, vol.17, issue.4, pp.2543-255310, 2017.
DOI : 10.1029/2008JD011219

V. Peuch, A. Stohl, S. Turquety, G. Athier, J. Cammas et al., Current status of the ability of 715 the GEMS/MACC models to reproduce the tropospheric CO vertical distribution as measured by MOZAIC, p.716

S. R. Freitas, K. M. Longo, R. Chatfield, D. Latham, S. Dias et al., Including the sub-grid scale plume rise of vegetation fires in low 719

S. Giglio, J. T. Randerson, and G. R. Van-der-werf, Analysis of daily, monthly, and annual burned area using the 722 fourth-generation global fire emissions database (GFED4, J. Geophys. Res, 1002.

P. Good, C. Giannakopoulos, F. M. O-'connor, S. R. Arnold, M. De-reus et al., Constraining tropospheric mixing timescales using airborne observations and numerical models, Atmospheric Chemistry and Physics, vol.3, issue.4, pp.1023-725, 2003.
DOI : 10.5194/acp-3-1023-2003
URL : https://hal.archives-ouvertes.fr/hal-00300959

D. Vuuren, Evolution of anthropogenic and biomass burning emissions of air pollutants at global and regional 730 scales during the 1980-2010 period, Climatic Change, pp.163-190, 2011.

A. Gressent, B. Sauvage, and E. Defer, Lightning NOx influence on large-scale NOy and O-3 plumes 735 observed over the northern mid-latitudes, 2014.

S. R. Hanna, Applications in air pollution modeling, Atmospheric Turbulence and Air Pollution Modelling, 1982.

D. J. Jacob, Introduction to Atmospheric Chemistry, 1999.

G. Janssens-maenhout, A. M. Petrescu, M. Muntean, and V. Blujdea, Verifying Greenhouse Gas 740

M. G. Schultz, M. Suttie, and G. R. Van-der-werf, Biomass burning emissions estimated with a global fire 744 assimilation system based on observed fire radiative power, Biogeosciences, vol.9, pp.527-554, 2012.

J. A. Logan, M. J. Prather, and S. C. Wofsy, Tropospheric chemistry: A global perspective, Journal of Geophysical Research, vol.5, issue.3, p.749
DOI : 10.1029/GL005i008p00679

A. Marenco, . Thouret, and P. Nedelec, Measurement of ozone and water vapor by Airbus in-service aircraft, p.751

D. Mauzerall, J. Logan, and D. Jacob, Photochemistry in biomass burning plumes and implications for 753 tropospheric ozone over the tropical South Atlantic, J. Geophys. Res, vol.103, pp.7-754, 1998.

P. Nedelec, . Cammas, and V. Thouret, An improved infrared carbon monoxide analyser for routine measurements aboard commercial Airbus aircraft: technical validation and first scientific results of the MOZAIC III programme, Atmospheric Chemistry and Physics, vol.3, issue.5, pp.1551-1564, 2003.
DOI : 10.5194/acp-3-1551-2003
URL : https://hal.archives-ouvertes.fr/hal-00327862

P. Nedelec, R. Blot, and D. Boulanger, Instrumentation on commercial aircraft for monitoring the 764 atmospheric composition on a global scale: the IAGOS system, technical overview of ozone and carbon 765 monoxide measurements, 2015.

R. E. Newell, V. Thouret, J. Y. Cho, P. Stoller, A. Marenco et al., Ubiquity of quasi-horizontal layers in the troposphere, Nature, vol.101, issue.6725, pp.316-31910, 1038.
DOI : 10.1029/95JD02275

R. Paugam, M. Wooster, J. Atherton, S. R. Freitas, M. G. Schultz et al., Development and 769 optimization of a wildfire plume rise model based on remote sensing data inputs ? Part 2, Atmos. Chem. Phys, p.770

R. Paugam, M. Wooster, S. R. Freitas, V. Martin, and M. , A review of approaches to estimate wildfire plume injection height within large-scale atmospheric chemical transport models, Atmospheric Chemistry and Physics, vol.16, issue.2, pp.907-925, 2016.
DOI : 10.1029/2005JD006318

A. Petzold, V. Thouret, and C. Gerbig, Global-scale atmosphere monitoring by in-service aircraft ?current 775 achievements and future prospects of the European Research infrastructure IAGOS, 2015.

I. Pisso, E. Real, K. S. Law, B. Legras, N. Bousserez et al., Estimation of mixing in the 777 troposphere from Lagrangian trae gas reconstructions during long-range pollution plume transport, p.778

R. J. Ferrare, R. Hair, and J. W. , Two global climatologies of daily fire emission injection heights since, p.781, 2003.

H. C. Rodean, Stochastic Lagrangian Models of Turbulent Diffusion, pp.783-1996

B. Sauvage, V. Thouret, J. P. Cammas, F. Gheusi, G. Athier et al., Tropospheric ozone over 785

B. Sauvage, V. Thouret, A. M. Thompson, J. C. Witte, J. Cammas et al., Athier: Enhanced 787 view of the " tropical Atlantic ozone paradox " and " zonal wave one " from the in situ MOZAIC and SHADOZ 788 data, J. Geophys. Res, pp.10-1029, 2006.

B. Sauvage, R. V. Martin, A. Van-donkelaar, and J. R. Ziemke, Quantification of the factors controlling tropical 792 tropospheric ozone and the South Atlantic maximum, J. Geophys. Res, vol.112, pp.793-803, 2007794.

P. Seibert and A. Frank, Source-receptor matrix calculation with a Lagrangian particle dispersion model in backward mode, Atmospheric Chemistry and Physics, vol.4, issue.1, pp.51-63, 2004.
DOI : 10.5194/acp-4-51-2004
URL : https://hal.archives-ouvertes.fr/hal-00295385

A. Stohl, M. Hittenberger, and G. Wotawa, Validation of the lagrangian particle dispersion model FLEXPART against large-scale tracer experiment data, Atmospheric Environment, vol.32, issue.24, pp.4245-4264, 1998.
DOI : 10.1016/S1352-2310(98)00184-8

A. Stohl and D. J. Thomson, A Density Correction for Lagrangian Particle Dispersion Models, Boundary-Layer Meteorology, vol.78, issue.1, p.808
DOI : 10.1007/BF00122492

A. Stohl, S. Eckhardt, C. Forster, P. James, and N. Spichtinger, On the pathways and timescales of 810 intercontinental air pollution transport, J. Geophys. Res, vol.107, p.811, 2002.

F. Arnold, C. , and O. , A backward modeling study of intercontinental pollution transport using aircraft 813 measurements, J. Geophys. Res, vol.108, p.814, 2003.

A. Stohl, C. Forster, A. Frank, P. Seibert, and G. Wotawa, Technical note: The Lagrangian particle dispersion 815 model FLEXPART version 6.2, Atmos. Chem. Phys, vol.55194, pp.2461-247410, 2005.
DOI : 10.5194/acpd-5-4739-2005
URL : https://doi.org/10.5194/acpd-5-4739-2005

H. Schulz, M. Seland, Ø. Shine, K. P. Skeie, R. B. Wang et al., Evaluating the climate 821 and air quality impacts of short-lived pollutants, Atmos. Chem. Phys, vol.155194, pp.10529-1056610, 2015.

G. Pétron, Comparison of global inventories of CO emissions from biomass burning derived from remotely 825 sensed data, Atm. Chem. Phys, vol.10, pp.12173-12189, 2010.

H. Tanimoto, T. Ohara, and I. Uno, Asian anthropogenic emissions and decadal trends in springtime tropospheric 827 ozone over Japan: 1998-2007, Geophys. Res. Letters, pp.10-1029, 2009.

K. E. Taylor, Summarizing multiple aspects of model performance in a single diagram, Journal of Geophysical Research: Atmospheres, vol.78, issue.D7
DOI : 10.1175/1520-0477(1997)078<2539:GPAYMA>2.0.CO;2

H. Patz and A. Volz-thomas, Air pollution during the 2003 European heat wave as seen by MOZAIC 832 airliners, Atm. Chem. Phys, vol.8, pp.2133-2150, 2008.

L. K. Emmons, D. P. Edwards, and G. W. Sachse, Inventory of boreal fire emissions for North America in 835 2004: Importance of peat burning and pyroconvective injection, J. Geophys. Res, vol.112, 2007.

R. S. Defries, Y. Jin, and T. T. Van-leeuwen, Global fire emissions and the contribution of deforestation, Atm. Chem. Phys, vol.838, issue.10, pp.11-707, 1997.

H. Tanimoto, T. Ohara, and I. Uno, Asian anthropogenic emissions and decadal trends in springtime tropospheric 840 ozone over Japan, Geophys. Res. Letters, pp.10-1029, 1998.
DOI : 10.1029/2009gl041382
URL : http://onlinelibrary.wiley.com/doi/10.1029/2009GL041382/pdf

V. Thouret, J. Y. Cho, R. E. Newell, A. Larenco, and H. G. Smit, General characteristics of tropospheric trace constituent layers observed in the MOZAIC program, Journal of Geophysical Research: Atmospheres, vol.102, issue.D13, pp.17379-17392, 1029.
DOI : 10.1029/97JD01097

G. W. Diskin, J. Sachse, A. J. Woo, J. F. Weinheimer, A. Burkhart et al., Wennberg : Patterns of 849 CO2 and radiocarbon across high northern latitudes during International Polar Year 2008, J. Geophys. Res, vol.116, pp.850-1430110, 2011.

X. Wang, Y. Wang, J. Hao, Y. Kondo, M. Irwin et al., Top-down estimate of China's 852 black carbon emissions using surface observations: sensitivity to observation representativeness and transport 853 model error, J. of Geophys. Res, vol.118, pp.5781-5795, 2013.

D. Wen, J. C. Lin, and D. B. Millet, A backward-time stochastic Lagrangian air quality model, Atmospheric Environment, vol.54, pp.54-373, 2012.
DOI : 10.1016/j.atmosenv.2012.02.042

M. A. Yamasoe, B. Sauvage, and V. Thouret, Analysis of tropospheric ozone and carbon monoxide profiles over South America based on MOZAIC/IAGOS database and model simulations, Tellus B: Chemical and Physical Meteorology, vol.6, issue.19, pp.27884-2015
DOI : 10.5194/acp-6-3423-2006

H. Yashiro, S. Sugawara, K. Sudo, S. Aoki, and T. Nakazawa, Temporal and spatial variations of carbon 859

L. Zhang, D. K. Henze, and G. A. Grell, Constraining black carbon aerosol over Asia using OMI aerosol 865 absorption optical depth and the adjoint of GEOS-Chem, Atmos. Chem. Phys, vol.155194, issue.866, pp.10281-1030810, 2015.