CO2 dispersion modelling over Paris region within the CO2-MEGAPARIS project

被引:47
作者
Lac, C. [1 ]
Donnelly, R. P. [1 ]
Masson, V. [1 ]
Pal, S. [2 ,3 ]
Riette, S. [1 ]
Donier, S. [1 ]
Queguiner, S. [1 ]
Tanguy, G. [1 ]
Ammoura, L. [2 ]
Xueref-Remy, I. [2 ]
机构
[1] CNRM GAME CNRS Meteo France, UMR3589, Toulouse, France
[2] IPSL UVSQ CNRS CEA, LSCE, Gif Sur Yvette, France
[3] Univ Virginia, Dept Environm Sci, Charlottesville, VA 22903 USA
关键词
ATMOSPHERIC BOUNDARY-LAYER; TRANSPORT MODELS; ERROR CHARACTERIZATION; MESOSCALE; INVERSIONS; IMPACT; SCHEME; SCALE; PARAMETERIZATION; ENTRAINMENT;
D O I
10.5194/acp-13-4941-2013
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Accurate simulation of the spatial and temporal variability of tracer mixing ratios over urban areas is a challenging and interesting task needed to be performed in order to utilise CO2 measurements in an atmospheric inverse framework and to better estimate regional CO2 fluxes. This study investigates the ability of a high-resolution model to simulate meteorological and CO2 fields around Paris agglomeration during the March field campaign of the CO2-MEGAPARIS project. The mesoscale atmospheric model Meso-NH, running at 2 km horizontal resolution, is coupled with the Town Energy Balance (TEB) urban canopy scheme and with the Interactions between Soil, Biosphere and Atmosphere CO2-reactive (ISBA-A-gs) surface scheme, allowing a full interaction of CO2 modelling between the surface and the atmosphere. Statistical scores show a good representation of the urban heat island (UHI) with stronger urban-rural contrasts on temperature at night than during the day by up to 7 degrees C. Boundary layer heights (BLH) have been evaluated on urban, suburban and rural sites during the campaign, and also on a suburban site over 1 yr. The diurnal cycles of the BLH are well captured, especially the onset time of the BLH increase and its growth rate in the morning, which are essential for tall tower CO2 observatories. The main discrepancy is a small negative bias over urban and suburban sites during nighttime (respectively 45 m and 5 m), leading to a few overestimations of nocturnal CO2 mixing ratios at suburban sites and a bias of +5 ppm. The diurnal CO2 cycle is generally well captured for all the sites. At the Eiffel tower, the observed spikes of CO2 maxima occur every morning exactly at the time at which the atmospheric boundary layer (ABL) growth reaches the measurement height. At suburban ground stations, CO2 measurements exhibit maxima at the beginning and at the end of each night, when the ABL is fully contracted, with a strong spatio-temporal variability. A sensitivity test without urban parameterisation removes the UHI and underpredicts nighttime BLH over urban and suburban sites, leading to large overestimation of nocturnal CO2 mixing ratio at the suburban sites (bias of +17 ppm). The agreement between observation and prediction for BLH and CO2 concentrations and urban-rural increments, both day and night, demonstrates the potential of using the urban mesoscale system in the context of inverse modelling
引用
收藏
页码:4941 / 4961
页数:21
相关论文
共 52 条
[1]   Comparing high resolution WRF-VPRM simulations and two global CO2 transport models with coastal tower measurements of CO2 [J].
Ahmadov, R. ;
Gerbig, C. ;
Kretschmer, R. ;
Koerner, S. ;
Roedenbeck, C. ;
Bousquet, P. ;
Ramonet, M. .
BIOGEOSCIENCES, 2009, 6 (05) :807-817
[2]   Urban-rural contrasts in mixing height and cloudiness over Nashville in 1999 [J].
Angevine, WM ;
White, AB ;
Senff, CJ ;
Trainer, M ;
Banta, RM ;
Ayoub, MA .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D3)
[3]  
BOUGEAULT P, 1989, MON WEATHER REV, V117, P1872, DOI 10.1175/1520-0493(1989)117<1872:POOITI>2.0.CO
[4]  
2
[5]   An interactive vegetation SVAT model tested against data from six contrasting sites [J].
Calvet, JC ;
Noilhan, J ;
Roujean, JL ;
Bessemoulin, P ;
Cabelguenne, M ;
Olioso, A ;
Wigneron, JP .
AGRICULTURAL AND FOREST METEOROLOGY, 1998, 92 (02) :73-95
[6]   A turbulence scheme allowing for mesoscale and large-eddy simulations [J].
Cuxart, J ;
Bougeault, P ;
Redelsperger, JL .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2000, 126 (562) :1-30
[7]   Entrainment process of carbon dioxide in the atmospheric boundary layer [J].
de Arellano, JVG ;
Gioli, B ;
Miglietta, F ;
Jonker, HJJ ;
Baltink, HK ;
Hutjes, RWA ;
Holtslag, AAM .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D18) :D181101-15
[8]   The CarboEurope regional experiment strategy [J].
Dolman, A. J. ;
Noilhan, J. ;
Durand, P. ;
Sarrat, C. ;
Brut, A. ;
Piguet, B. ;
Butet, A. ;
Jarosz, N. ;
Brunet, Y. ;
Loustau, D. ;
Lamaud, E. ;
Tolk, L. ;
Ronda, R. ;
Miglietta, F. ;
Gioli, B. ;
Magliulo, V. ;
Esposito, M. ;
Gerbig, C. ;
Korner, S. ;
Glademard, R. ;
Ramonet, M. ;
Ciais, P. ;
Neininger, B. ;
Hutjes, R. W. A. ;
Elbers, J. A. ;
Macatangay, R. ;
Schrems, O. ;
Perez-Landa, G. ;
Sanz, M. J. ;
Scholz, Y. ;
Facon, G. ;
Ceschia, E. ;
Beziat, P. .
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2006, 87 (10) :1367-+
[9]   Four-dimensional data assimilation of atmospheric CO2 using AIRS observations [J].
Engelen, Richard J. ;
Serrar, Soumia ;
Chevallier, Frederic .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2009, 114
[10]   INVERSE PROBLEMS IN ATMOSPHERIC CONSTITUENT STUDIES .3. ESTIMATING ERRORS IN SURFACE SOURCES [J].
ENTING, IG .
INVERSE PROBLEMS, 1993, 9 (06) :649-665