Land surface spinup for episodic modeling

被引:36
作者
Angevine, W. M. [1 ,2 ]
Bazile, E. [3 ]
Legain, D. [4 ]
Pino, D. [5 ,6 ]
机构
[1] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
[2] NOAA, Earth Syst Res Lab, Boulder, CO USA
[3] Meteo France, CNRM GMAP PRO, Toulouse, France
[4] Meteo France, CNRS, CNRM GAME, Toulouse, France
[5] Univ Politecn Cataluna, BarcelonaTech, Dept Appl Phys, Barcelona, Spain
[6] Inst Space Studies Catalonia IEEC UPC, Barcelona, Spain
关键词
DATA ASSIMILATION SYSTEM; IN-SITU OBSERVATIONS; NEAR-SURFACE; SENSITIVITY;
D O I
10.5194/acp-14-8165-2014
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Soil moisture strongly controls the surface fluxes in mesoscale numerical models, and thereby influences the boundary layer structure. Proper initialization of soil moisture is therefore critical for faithful simulations. In many applications, such as air quality or process studies, the model is run for short, discrete periods (a day to a month). This paper describes one method for soil initialization in these cases - self-spinup. In self-spinup, the model is initialized with a coarse-resolution operational model or reanalysis output, and run for a month, cycling its own soil variables. This allows the soil variables to develop appropriate spatial variability, and may improve the actual values. The month (or other period) can be run more than once if needed. The case shown is for the Boundary Layer Late Afternoon and Sunset Turbulence experiment, conducted in France in 2011. Self-spinup adds spatial variability, which improves the representation of soil moisture patterns around the experiment location, which is quite near the Pyrenees Mountains. The self-spinup also corrects a wet bias in the large-scale analysis. The overall result is a much-improved simulation of boundary layer structure, evaluated by comparison with soundings from the field site. Self-spinup is not recommended as a substitute for multi-year spinup with an offline land data assimilation system in circumstances where the data sets required for such spinup are available at the required resolution. Self-spinup may fail if the modeled precipitation is poorly simulated. It is an expedient for cases when resources are not available to allow a better method to be used.
引用
收藏
页码:8165 / 8172
页数:8
相关论文
共 26 条
[1]   From near-surface to root-zone soil moisture using an exponential filter: an assessment of the method based on in-situ observations and model simulations [J].
Albergel, C. ;
Ruediger, C. ;
Pellarin, T. ;
Calvet, J. -C. ;
Fritz, N. ;
Froissard, F. ;
Suquia, D. ;
Petitpa, A. ;
Piguet, B. ;
Martin, E. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2008, 12 (06) :1323-1337
[2]   Soil Moisture Analyses at ECMWF: Evaluation Using Global Ground-Based In Situ Observations [J].
Albergel, C. ;
de Rosnay, P. ;
Balsamo, G. ;
Isaksen, L. ;
Munoz-Sabater, J. .
JOURNAL OF HYDROMETEOROLOGY, 2012, 13 (05) :1442-1460
[3]   Meteorological Model Evaluation for CalNex 2010 [J].
Angevine, Wayne M. ;
Eddington, Lee ;
Durkee, Kevin ;
Fairall, Chris ;
Bianco, Laura ;
Brioude, Jerome .
MONTHLY WEATHER REVIEW, 2012, 140 (12) :3885-3906
[4]   In situ soil moisture observations for the CAL/VAL of SMOS: the SMOSMANIA network [J].
Calvet, Jean-Christophe ;
Fritz, Noureddine ;
Froissard, Francis ;
Suquia, David ;
Petitpa, Alain ;
Piguet, Bruno .
IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, :1196-1199
[5]  
Chen F, 2001, MON WEATHER REV, V129, P569, DOI 10.1175/1520-0493(2001)129<0569:CAALSH>2.0.CO
[6]  
2
[7]   Description and evaluation of the characteristics of the NCAR high-resolution land data assimilation system [J].
Chen, Fei ;
Manning, Kevin W. ;
LeMone, Margaret A. ;
Trier, Stanley B. ;
Alfieri, Joseph G. ;
Roberts, Rita ;
Tewari, Mukul ;
Niyogi, Dev ;
Horst, Thomas W. ;
Oncley, Steven P. ;
Basara, Jeffrey B. ;
Blanken, Peter D. .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2007, 46 (06) :694-713
[8]   A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF [J].
de Rosnay, Patricia ;
Drusch, Matthias ;
Vasiljevic, Drasko ;
Balsamo, Gianpaolo ;
Albergel, Clement ;
Isaksen, Lars .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2013, 139 (674) :1199-1213
[9]   The ERA-Interim reanalysis: configuration and performance of the data assimilation system [J].
Dee, D. P. ;
Uppala, S. M. ;
Simmons, A. J. ;
Berrisford, P. ;
Poli, P. ;
Kobayashi, S. ;
Andrae, U. ;
Balmaseda, M. A. ;
Balsamo, G. ;
Bauer, P. ;
Bechtold, P. ;
Beljaars, A. C. M. ;
van de Berg, L. ;
Bidlot, J. ;
Bormann, N. ;
Delsol, C. ;
Dragani, R. ;
Fuentes, M. ;
Geer, A. J. ;
Haimberger, L. ;
Healy, S. B. ;
Hersbach, H. ;
Holm, E. V. ;
Isaksen, L. ;
Kallberg, P. ;
Koehler, M. ;
Matricardi, M. ;
McNally, A. P. ;
Monge-Sanz, B. M. ;
Morcrette, J. -J. ;
Park, B. -K. ;
Peubey, C. ;
de Rosnay, P. ;
Tavolato, C. ;
Thepaut, J. -N. ;
Vitart, F. .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2011, 137 (656) :553-597
[10]   Soil Initialization Strategy for Use in Limited-Area Weather Prediction Systems [J].
Di Giuseppe, Francesca ;
Cesari, Davide ;
Bonafe, Giovanni .
MONTHLY WEATHER REVIEW, 2011, 139 (06) :1844-1860