A European summertime CO2 biogenic flux inversion at mesoscale from continuous in situ mixing ratio measurements

Journal of Geophysical Research Atmospheres

Volumn 116, Issue 23, 2011, Pages

  Broquet, Grégoire ^a   Chevallier, Frédéric ^a   Rayner, Peter ^b   Aulagnier, Céline ^c   Pison, Isabelle ^a   Ramonet, Michel ^a   Schmidt, Martina ^a   Vermeulen, Alex T ^d   Ciais, Philippe ^a  

^a LABORATOIRE DES SCIENCES DU CLIMAT ET DE L ENVIRONNEMENT   (France)

^b UNIVERSITY OF MELBOURNE   (Australia)

^c Institut de Radioprotection et de Sreté Nucléaire   (France)

^d TNO   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC MOVEMENTS; COASTAL ZONES; COMPUTER SIMULATION; ESTIMATION; INVERSE PROBLEMS; MODELS; UNCERTAINTY ANALYSIS;

ADJOINTS; ATMOSPHERIC DATA; ATMOSPHERIC TRANSPORT MODEL; DIURNAL CYCLE; EDDY COVARIANCE; FLUX MEASUREMENTS; HIGH ALTITUDE; HIGHER RESOLUTION; HORIZONTAL RESOLUTION; IN-SITU; IN-SITU DATA; INVERSE MODELING; LOW ALTITUDES; MESOSCALE; MIXING RATIOS; MODEL ERRORS; PRIOR ESTIMATES; STANDARD DEVIATION; SYNOPTIC VARIABILITY; SYNTHETIC DATA; TERRESTRIAL BIOSPHERE; TRACER TRANSPORT; TRANSPORT MODELS; UNCERTAINTY REDUCTION;

CARBON DIOXIDE;

ALTITUDE; ATMOSPHERIC CHEMISTRY; ATMOSPHERIC TRANSPORT; BIOSPHERE; CARBON DIOXIDE; CONCENTRATION (COMPOSITION); ERROR ANALYSIS; FLUX MEASUREMENT; MESOSCALE METEOROLOGY; MIXING RATIO; NUMERICAL MODEL; RADON; RESOLUTION; TERRESTRIAL ENVIRONMENT; UNCERTAINTY ANALYSIS;

EUROPE;

EID: 83655190970     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2011JD016202     Document Type: Article

References (68)

1. Aulagnier, C. (2009), Apport d'un modèle de transport méso-échelle sur l'estimation des sources et puits de CO-2 à l'échelle régionale européenne par inversion du transport et assimilation d'observations in-situ spatial, Ph.D. thesis, Lab. des Sci. du Clim. et de l'Environ., l'Orme des Merisier, Gif sur Yvette, France.
2. 2 over Europe reproduced by models, Part 2: An overview with the atmospheric mesoscale transport model CHIMERE, Tellus, Ser. B, 62, 14-25, 2010.
3. 2 fluxes 1988-2003, Global Biogeochem. Cycles ,20, GB1002, doi:10.1029/2004GB002439.
4. Cai, W.-J., M. Dai, and Y. Wang (2006), Air-sea exchange of carbon dioxide in ocean margins: A province-based synthesis, Geophys. Res. Lett., 33, L12603, doi:10.1029/2006GL026219. (Pubitemid 44687712)
5. 2 measurements to quantify regional fluxes -Part 1: Potential of the 2001 network, Atmos. Chem. Phys., 10, 3107-3117.
6. 2 measurements to quantify regional fluxes -Part 2: Sensitivity of flux accuracy to inverse setup, Atmos. Chem. Phys. Discuss., 8, 18,621-18,649.
7. 2 sources and sinks from satellite observations: Method and application to TOVS data, J. Geophys. Res., 110, D24309, doi:10.1029/2005JD006390. (Pubitemid 43169422)
8. 2 surface fluxes, Geophys. Res. Lett., 33, L13802, doi:10.1029/2006GL026496. (Pubitemid 44945962)
9. 2 sources and sinks: Theoretical study in a variational data assimilation framework, J. Geophys. Res., 112, D09307, doi:10.1029/2006JD007375. (Pubitemid 47009866)
10. 2 surface fluxes at grid point scale estimated from a global 21-year reanalysis of atmospheric measurements, J. Geophys. Res., 115, D21307, doi:10.1029/2010JD013887.
11. 2 over Europe and western Siberia using the regional scale model REMO, Tellus, Ser. B, 54, 872-894. (Pubitemid 36065121)
12. Chevillard, A., et al. (2002b), Transport of 222Rn using the regional model REMO: A detailed comparison with measurements over Europe, Tellus, Ser. B, 54, 850-871. (Pubitemid 36065120)
13. Churkina, G., S. Zaehle, J. Hughes, N. Viovy, Y. Chen, M. Jung, B. W. Heumann, N. Ramankutty, M. Heimann, and C. Jones (2010), Interactions between nitrogen deposition, land cover conversion, and climate change determine the contemporary carbon balance of Europe, Biogeosciences, 7, 2749-2764, doi:10.5194/bg-7-2749-2010.
14. Ciais, P., et al. (2005), Europe-wide reduction in primary productivity caused by the heat and drought in 2003, Nature, 437, 529-533. (Pubitemid 41613547)
15. Ciais, P., et al. (2010a), The European carbon balance. Part 1: Fossil fuel emissions, Global Change Biol., 16, 1395-1408.
16. Ciais, P., et al. (2010b), The European carbon balance. Part 2: Croplands, Global Change Biol., 16, 1409-1428.
17. Ciais, P., et al. (2010c), The greenhouse gas balance of European grasslands, Biogeosci. Discuss., 7, 5997-6050.
18. Ciais, P., et al. (2010d), Can we reconcile atmospheric estimates of the Northern terrestrial carbon sink with land-based accounting?, Curr. Opin. Environ. Sustain., 2, 1-6, doi:10.1016/j.cosust.2010.06.008.
19. Courtier, P., J.-N. Thepaut, and A. Hollingsworth (1994), A strategy for operational implementation of 4D-Var using an incremental approach, Q. J. R. Meteorol. Soc., 120, 1367-1388.
20. Dolman, A. J., et al. (2006), CERES, the CarboEurope Regional Experiment Strategy in Les Landes, south west France, May-June 2005, Bull. Am. Meteorol. Soc., 87(10), 1367-1379, doi:10.1175/BAMS-87-10-1367. (Pubitemid 44741873)
21. Dolman, A. J., C. Gerbig, J. Noilhan, C. Sarrat, and F. Miglietta (2009), Detecting regional variability in sources and sinks of carbon dioxide: A synthesis, Biogeosciences, 6, 1015-1026.
22. Enting, I. G. (2002), Inverse Problems in Atmospheric Constituent Transport, Cambridge Univ. Press, Cambridge, U.K.
23. 2 with atmospheric observations over a continent: 1. Observed spatial variability from airborne platforms, J. Geophys. Res., 108(D24), 4756, doi:10.1029/2002JD003018.
24. 2 with atmospheric observations over a continent: 2. Analysis of COBRA data using a receptor-oriented framework, J. Geophys. Res., 108(D24), 4757, doi:10.1029/2003JD003770.
25. Gilbert, J. C., and C. Lemaréchal (1989), Some numerical experiments with variable-storage quasi-Newton algorithms, Math. Program., 45, 407-435. (Pubitemid 20660312)
26. Grell, G. A., J. Dudhia, and D. R. Stauffer (1994), A description of the fifthgeneration Penn State/NCAR mesoscale model (MM5), NCAR Tech. Note NCAR/TN-398+STR, 128 pp., Boulder, Colo.
27. 2 sources and sinks using atmospheric transport models, Nature, 415, 626-630. (Pubitemid 34136386)
28. Hourdin, F., et al. (2006), The LMDZ4 general circulation model: Climate performance and sensitivity to parametrized physics with emphasis on tropical convection, Clim. Dyn., 27, 787-813, doi:10.1007/s00382-006-0158-0. (Pubitemid 44550673)
29. Jung, M., M. Reichstein, and A. Bondeau (2009), Towards global empirical upscaling of FLUXNET eddy covariance observations: Validation of a model tree ensemble approach using a biosphere model, Biogeosciences, 6, 2001-2013.
30. Kaminski, T., P. J. Rayner, M. Heimann, and I. G. Enting (2001), On aggregation errors in atmospheric transport inversions, J. Geophys. Res., 106(D5), 4703-4715.
31. Knorr, W., T. Kaminski, M. Scholze, N. Gobron, B. Pinty, R. Giering, and P.-P. Mathieu (2010), Carbon cycle data assimilation with a generic phenology model, J. Geophys. Res., 115, G04017, doi:10.1029/2009JG001119.
32. Krinner, G., N. Viovy, N. de Noblet-Ducoudré, J. Ogée, J. Polcher, P. Friedlingstein, P. Ciais, S. Sitch, and I. C. Prentice (2005), A dynamic global vegetation model for studies of the coupled atmospherebiosphere system, Global Biogeochem. Cycles, 19, GB1015, doi:10.1029/2003GB002199. (Pubitemid 40801466)
33. Lauvaux, T., M. Uliasz, C. Sarrat, F. Chevallier, P. Bousquet, C. Lac, K. J. Davis, P. Ciais, A. S. Denning, and P. Rayner (2008), Mesoscale inversion: First results from the CERES campaign with synthetic data, Atmos. Chem. Phys., 8, 3459-3471.
34. 2 sources and sinks using ensemble model simulations, Biogeosciences, 6, 1089-1102.
35. Lauvaux, T., et al. (2009b), Bridging the gap between atmospheric concentrations and local ecosystem measurements, Geophys. Res. Lett., 36, L19809, doi:10.1029/2009GL039574.
36. 2: Experimental overview and diurnal cycle results for 2002, Global Biogeochem. Cycles, 22, GB3009, doi:10.1029/2007GB003050.
37. 2)-C-14 and CO observations, Tellus, Ser. B, 59, 245-250, doi:10.1111/j.1600-0889.2006. 00244.x. (Pubitemid 46455930)
38. Luyssaert, S., et al. (2010), The European carbon balance. Part 3: Forests, Global Change Biol., 16, 1429-1450.
39. 2 flux in the Mediterranean Sea, Deep Sea Res., Part I, 55(4), 405-434, doi:10.1016/j. dsr.2007.12.008.
40. Papale, D., et al. (2006), Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: Algorithms and uncertainty estimation, Biogeosciences, 3, 571-583, doi:10.5194/bg-3-571-2006. (Pubitemid 44832307)
41. 2: Analysis of synoptic scale variations for the period 2002-2003, Global Biogeochem. Cycles, 22, GB4013, doi:10.1029/2007GB003081.
42. Peters, W., et al. (2009), Seven years of recent European net terrestrial carbon dioxide exchange constrained by atmospheric observations, Global Change Biol., 16(4), 1317-1337, doi:10.1111/j.1365-2486.2009.02078.x.
43. 2 data, J. Geophys. Res., 107(D19), 4385, doi:10.1029/2001JD000857. (Pubitemid 44793880)
44. 2 flux estimates over Europe from continuous atmospheric measurements: 1. Inverse methodology, Atmos. Chem. Phys., 5, 1647-1678.
45. 2 modeling: Model intercomparison, Atmos. Chem. Phys. Discuss., 9, 7457-7503.
46. x anthropogenic emissions fluxes in the Paris area during the ESQUIF campaign, J. Geophys. Res., 112, D24302, doi:10.1029/2007JD008871.
47. Rayner, P. J. (2010), The current state of carbon-cycle data assimilation, Curr. Opin. Environ. Sustain., 2, 1-8, doi:10.1016/j.cosust.2010. 05.005.
48. 2, d13C and O2/N2 observations, Tellus, Ser. B, 51, 213-232. (Pubitemid 29453858)
49. Rayner, P. J., M. Scholze, W. Knorr, T. Kaminski, R. Giering, and H. Widmann (2005), Two decades of terrestrial carbon fluxes from a carbon cycle data assimilation system (CCDAS), Global Biogeochem. Cycles, 19, GB2026, doi:10.1029/2004GB002254. (Pubitemid 41576425)
50. 2 measurements, Global Biogeochem. Cycles, 22, GB3008, doi:10.1029/2007GB003068.
51. 2 fluxes from atmospheric inversions using regional and global transport models, Clim. Change, 103, 93-115, doi:10.1007/s10584-010-9908-4.
52. 2 inversions based on interannually varying tracer transport, Tellus, Ser. B, 55, 488-497. (Pubitemid 36610986)
53. Rödenbeck, C., C. Gerbig, K. Trusilova, and M. Heimann (2009), A twostep scheme for high-resolution regional atmospheric trace gas inversions based on independent models, Atmos. Chem. Phys., 9, 5331-5342.
54. Schmidt, H., C. Derognat, R. Vautard, and M. Beekmann (2001), A comparison of simulated and observed ozone mixing ratios for the summer of 1998 in western Europe, Atmos. Environ., 35(36), 6277-6297, doi:10.1016/S1352- 2310(01)00451-4. (Pubitemid 33070508)
55. Schulze, E. D., et al. (2010), The European carbon balance. Part 4: Integration of carbon and other trace-gas fluxes, Global Change Biol., 16, 1451-1469.
56. Smith, P. C., N. De Noblet-Ducoudré, P. Ciais, P. Peylin, N. Viovy, Y. Meurdesoif, and A. Bondeau (2010a), European-wide simulations of croplands using an improved terrestrial biosphere model: Phenology and productivity, J. Geophys. Res., 115, G01014, doi:10.1029/2008JG000800.
57. 2 fluxes in 2003, J. Geophys. Res., 115, G04028, doi:10.1029/2009JG001041.
58. Szegvary, T., M. C. Leuenberger, and F. Conen (2007), Predicting terrestrial 222Rn flux using gamma dose rate as a proxy, Atmos. Chem. Phys., 7, 2789-2795. (Pubitemid 46883456)
59. 2, and seasonal biological and temperature effects, Deep Sea Res., Part II, 49, 1601-1622. (Pubitemid 34565015)
60. 2 budget, Science, 247, 1431-1438.
61. Thompson, R. L., C. Gerbig, and C. Rödenbeck (2010), A Bayesian inversion estimate of N2O emissions for western and central Europe and the assessment of aggregation errors, Atmos. Chem. Phys. Discuss., 10, 26,073-26,115, doi:10.5194/acpd-10-26073-2010.
62. Tolk, L. F., A. J. Dolman, A. G. C. A. Meesters, and W. Peters (2011), A comparison of different inverse carbon flux estimation approaches for application on a regional domain, Atmos. Chem. Phys. Discuss., 11, 3355-3398.
63. van Aardenne, J. A., F. J. Dentener, J. G. J. Olivier, J. A. H. W. Peters, and L. N. Ganzeveld (2005), The EDGAR 3.2 Fast track 2000 dataset (32FT2000), technical report, Joint Res. Cent., Ispra, Italy.
64. Vestreng, V., K. Breivik, M. Adams, A. Wagener, J. Goodwin, O. Rozovskkaya, and J. M. Pacyna (2005), Inventory Review 2005: Emission Data reported to LRTAP Convention and NEC Directive-Initial review of HMs and POPs, MSC-W 1/2005, EMEP, Oslo, Norway.
65. Vetter, M., et al. (2008), Analyzing the causes and spatial pattern of the European 2003 carbon flux anomaly using seven models, Biogeosciences, 5, 561-583. (Pubitemid 351533729)
66. Wanninkhof, R. (1992), Relationship between wind speed and gas exchange, J. Geophys. Res., 97, 7373-7382.
67. Weaver, A. T., J. Vialard, and D. L. T. Anderson (2003), Three-and fourdimensional variational assimilation with a general circulation model of the tropical Pacific Ocean. Part I: Formulation, internal diagnostics, and consistency checks, Mon. Weather Rev., 131, 1360-1378. (Pubitemid 36953817)
68. 2 vertical variability and fluxes between observations and a modeling framework, Atmos. Chem. Phys., 11, 5673-5684, doi:10.5194/acp-11-5673-2011.