The MACC reanalysis: an 8 yr data set of atmospheric composition

被引:351
作者
Inness, A. [1 ]
Baier, F. [2 ]
Benedetti, A. [1 ]
Bouarar, I. [3 ]
Chabrillat, S. [4 ]
Clark, H. [16 ,17 ]
Clerbaux, C. [3 ]
Coheur, P. [15 ]
Engelen, R. J. [1 ]
Errera, Q. [4 ]
Flemming, J. [1 ]
George, M. [3 ]
Granier, C. [3 ,6 ,7 ,8 ]
Hadji-Lazaro, J. [3 ]
Huijnen, V. [9 ]
Hurtmans, D. [15 ]
Jones, L. [1 ]
Kaiser, J. W. [1 ,5 ,10 ]
Kapsomenakis, J. [13 ]
Lefever, K. [4 ]
Leitao, J. [11 ]
Razinger, M. [1 ]
Richter, A. [11 ]
Schultz, M. G. [12 ]
Simmons, A. J. [1 ]
Suttie, M. [1 ]
Stein, O. [12 ]
Thepaut, J. -N. [1 ]
Thouret, V. [16 ,17 ]
Vrekoussis, M. [13 ,14 ]
Zerefos, C. [13 ]
机构
[1] ECMWF, Reading, Berks, England
[2] DLR, Oberpfaffenhofen, Germany
[3] Univ Versailles St Quentin, Univ Paris 06, CNRS, INSU,LATMOS IPSL, Paris, France
[4] BIRA IASB, Brussels, Belgium
[5] Kings Coll London, London WC2R 2LS, England
[6] Univ Colorado, NOAA, ESRL, Boulder, CO 80309 USA
[7] Univ Colorado, CIRES, Boulder, CO 80309 USA
[8] Max Planck Inst Meteorol, D-20146 Hamburg, Germany
[9] KNMI, De Bilt, Netherlands
[10] Max Planck Inst Chem, D-55128 Mainz, Germany
[11] IUP Bremen, Bremen, Germany
[12] Forschungszentrum Julich, D-52425 Julich, Germany
[13] Acad Athens, Res Ctr Atmospher Phys & Climatol, Athens, Greece
[14] EEWRC, Cyprus Inst, Nicosia, Cyprus
[15] Univ Libre Bruxelles, Serv Chim Quant & Photophys, Brussels, Belgium
[16] Univ Toulouse, UPS, LA Lab Aerol, Toulouse, France
[17] CNRS, UMR5560, LA Lab Aerol, Toulouse, France
关键词
BIOMASS-BURNING EMISSIONS; CARBON-MONOXIDE; TROPOSPHERIC OZONE; ISOPRENE EMISSIONS; INTERANNUAL VARIABILITY; SATELLITE-OBSERVATIONS; STRATOSPHERIC OZONE; SOUTHERN-HEMISPHERE; RETRIEVAL ALGORITHM; ASSIMILATION SYSTEM;
D O I
10.5194/acp-13-4073-2013
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
An eight-year long reanalysis of atmospheric composition data covering the period 2003-2010 was constructed as part of the FP7-funded Monitoring Atmospheric Composition and Climate project by assimilating satellite data into a global model and data assimilation system. This reanalysis provides fields of chemically reactive gases, namely carbon monoxide, ozone, nitrogen oxides, and formaldehyde, as well as aerosols and greenhouse gases globally at a horizontal resolution of about 80 km for both the troposphere and the stratosphere. This paper describes the assimilation system for the reactive gases and presents validation results for the reactive gas analysis fields to document the data set and to give a first indication of its quality. Tropospheric CO values from the MACC reanalysis are on average 10-20% lower than routine observations from commercial aircrafts over airports through most of the troposphere, and have larger negative biases in the boundary layer at urban sites affected by air pollution, possibly due to an underestimation of CO or precursor emissions. Stratospheric ozone fields from the MACC reanalysis agree with ozonesondes and ACE-FTS data to within +/-10% in most seasons and regions. In the troposphere the reanalysis shows biases of -5% to +10% with respect to ozonesondes and aircraft data in the extratropics, but has larger negative biases in the tropics. Area-averaged total column ozone agrees with ozone fields from a multi-sensor reanalysis data set to within a few percent. NO2 fields from the reanalysis show the right seasonality over polluted urban areas of the NH and over tropical biomass burning areas, but underestimate wintertime NO2 maxima over anthropogenic pollution regions and overestimate NO2 in northern and southern Africa during the tropical biomass burning seasons. Tropospheric HCHO is well simulated in the MACC re-analysis even though no satellite data are assimilated. It shows good agreement with independent SCIAMACHY retrievals over regions dominated by biogenic emissions with some anthropogenic input, such as the eastern US and China, and also over African regions influenced by biogenic sources and biomass burning.
引用
收藏
页码:4073 / 4109
页数:37
相关论文
共 148 条
[1]   Seasonal and interannual variability of North American isoprene emissions as determined by formaldehyde column measurements from space [J].
Abbot, DS ;
Palmer, PI ;
Martin, RV ;
Chance, KV ;
Jacob, DJ ;
Guenther, A .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (17) :ASC5-1
[2]  
Andersson E, 1999, Q J ROY METEOR SOC, V125, P697, DOI 10.1002/qj.49712555416
[3]   Emission of trace gases and aerosols from biomass burning [J].
Andreae, MO ;
Merlet, P .
GLOBAL BIOGEOCHEMICAL CYCLES, 2001, 15 (04) :955-966
[4]  
[Anonymous], ERA REPORT SERIES
[5]  
[Anonymous], 2011, Scientific Assessment of Ozone Depletion: 2010, P516
[6]  
[Anonymous], 2001, DEV 4D VAR KALMAN FI
[7]  
[Anonymous], P SOD WORKSH CHEM DA
[8]   Evaluating model performance of an ensemble-based chemical data assimilation system during INTEX-B field mission [J].
Arellano, A. F., Jr. ;
Raeder, K. ;
Anderson, J. L. ;
Hess, P. G. ;
Emmons, L. K. ;
Edwards, D. P. ;
Pfister, G. G. ;
Campos, T. L. ;
Sachse, G. W. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2007, 7 (21) :5695-5710
[9]   GAS-PHASE TROPOSPHERIC CHEMISTRY OF ORGANIC-COMPOUNDS - A REVIEW [J].
ATKINSON, R .
ATMOSPHERIC ENVIRONMENT PART A-GENERAL TOPICS, 1990, 24 (01) :1-41
[10]   Adaptive bias correction for satellite data in a numerical weather prediction system [J].
Auligne, T. ;
McNally, A. P. ;
Dee, D. P. .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2007, 133 (624) :631-642