Abstract
The West African Monsoon has been simulated with the regional climate model PROMES, coupled to the land-surface model ORCHIDEE and nested in ECMWF analysis, within AMMA-EU project. Three different runs are presented to address the influence of changes in two parameterizations (moist convection and radiation) on the simulated West African Monsoon. Another aim of the study is to get an insight into the relationship of simulated precipitation and 2-m temperature with land-surface fluxes. To this effect, data from the AMMA land-surface model intercomparison project (ALMIP) have been used. In ALMIP, offline simulations have been made using the same land-surface model than in the coupled simulation presented here, which makes ALMIP data particularly relevant for the present study, as it enables us to analyse the simulated soil and land-surface fields. The simulation of the monsoon depends clearly on the two analysed parameterizations. The inclusion of shallow convection parametrization affects the intensity of the simulated monsoon precipitation and modifies some dynamical aspects of the monsoon. The use of a fractional cloud-cover parameterization and a more complex radiation scheme is important for better reproducing the amplitude of the latitudinal displacement of the precipitation band. This is associated to an improved simulation of the surface temperature field and the easterly jets. However, the parameterization changes do not affect the timing of the main rainy and break periods of the monsoon. A better representation of downward solar radiation is associated with a smaller bias in the surface heat fluxes. The comparison with ALMIP land-surface and soil fields shows that precipitation and temperature biases in the regional climate model simulation are associated to certain biases in land-surface fluxes. The biases in soil moisture seem to be driven by atmospheric biases as they are strongly affected by the parameterization changes in atmospheric processes.
Similar content being viewed by others
References
Afiesimama EA, Pal JS, Abiodun BJ, Gutowski WJ Jr, Adedoyin A (2006) Simulation of West African monsoon using the RegCM3, part I: model validation and interannual variability. Theor Appl Climatol 86:23–37
Anthes RA, Hsie E-Y and Kuo Y-H (1987) Description of the Penn State-NCAR Mesoscale model version 4 (MM4). NCAR technical note-282. NCAR, Boulder
Boone A, and de Rosnay P (2007) AMMA forcing data for a better understanding of the West African monsoon surface-atmosphere interactions: quantification and reduction of predictive uncertainty for sustainable water resource management. IAHS (303)
Boone A, de Rosnay P, Balsamo G, Beljaars A,Chopin F, Decharme B, Delire C, Ducharne A, Gascoin S,Guichard F, Gusev Y, Harris P, Jarlan L, Kergoat L, Mougin E, Nasonova O, Norgaard A, Orgeval T, Ottlé C, Poccard-Leclercq I, Polcher J, Sandholt I, Saux-Picart S, Taylor CM and Xue Y (2009) The AMMA land surface model intercomparison project (ALMIP). Bull Am Meteorol Soc. doi:10.1175/2009BAMS2786.1
Chaboureau JP, Bechtold P (2002) A simple cloud parameterization derived from cloud resolving model data: diagnostic and prognostic applications. J Atmos Sci 59:2362–2372
Chaboureau JP, Bechtold P (2005) Statistical representation of clouds in a regional model and the impact on the diurnal cycle of convection during tropical convection, cirrus and nitrogen oxides (TROCCINOX). J Geophys Res 110:D17103. doi:10.1029/2004JD005645
Chopin F, Berges J, Desbois M, Jobard I and Lebel T (2004) Multi-scale precipitation retrieval and validation in african monsoon systems. 2nd International TRMM science conference, 6–10 September Nara, Japan
Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon W-T, Laprise R., Magaña Rueda V, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon, S., D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor and H.L. Miller (eds.) Climate change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Cuxart J, Bougeault P, Redelsperger J-L (2000) A turbulence scheme allowing for mesoscale and large-eddy simulations. Q J R Meteorol Soc 126:1–30
d’Orgeval T, Polcher J, Li L (2006) Uncertainties in modelling future hydrological change over West Africa. Clim Dyn 26:93–108
d’Orgeval T, Polcher J, de Rosnay P (2008) Sensitivity of the West African hydrological cycle in ORCHIDEE to infiltration processes. Hydrol Earth Syst Sci 12:1387–1401
Davies HC (1976) A lateral boundary layer formulation for multilevel prediction models. Q J R Meteorol Soc 102:405–418
de Rosnay P, Polcher J (1998) Modeling root water uptake in a complex land surface scheme coupled to a GCM. Hydrol Earth Syst Sci 2(2–3):239–256
de Rosnay P, Polcher J, Bruen M and Laval K (2002) Impact of a physically based soil water flow and soil-plant interaction representation for modeling large scale land surface processes. J Geophys Res 107(11)
Dirmeyer PA, Gao X, Guo Z, Oki T, Hanasaki N (2006) The second global soil wetness project (GSWP-2): multi-model analysis and implications for our perception of the land surface. Bull Am Meterol Soc 87(10):1381–1397
Ducoudré NI, Laval K, Perrier A (1993) SECHIBA, a new set of parameterizations of the hydrologic exchanges at the land-atmosphere interface within the LMD atmospheric general circulation model. J Clim 6:248–273
ECMWF, 2004: IFS Documentation CY28r1, Chapter IV (Physical Processes), Section 2 (Radiation). http://www.ecmwf.int/research/ifsdocs/CY28r1/index.html
Gaertner MA, Castro M (1996) A new method for vertical interpolation of the mass field. Mon Weather Rev 124:1596–1603
Gallée H, Moufuma-Okia W, Bechtold P, Brasseur O, Dupays I, Marbaix P, Messager C, Ramel R, Lebel T (2004) A high-resolution simulation of a West African rainy season using a regional climate model. J Geophys Res 109:D05108
Garand L (1983) Some improvements and complements to the infrared emissivity algorithm including a parameterization of the absorption in the continuum region. J Atmos Sci 40:230–244
Geiger B, Meurey C, Lajas D, Franchistéguy L, Carrer D, Roujean JL (2008) Near real-time provision of downwelling shortwave radiation estimates derived from satellite observations. Meteorol Appl 15:411–420
Henderson-Sellers A, Pitman A, Love P, Irannejad P, Chen T (1995) The project for inter-comparison of land-surface parametrization schemes (PILPS): Phase 2 and 3. Bull Am Meteorol Soc 76:489–503
Hong S, Dudhia J, Chen S (2004) A revised approach to ice microphysical processes for the bulk parameterization of cloud and precipitation. Mon Weather Rev 132:103–120
Hourdin F, Musat I, Bony S, Braconnot P, Codron F, Dufresne J-L, Fairhead L, Filiberti M-A, Friedlingstein P, Grandpeix J-Y, Krinner G, Le Van P, Li Z-X, Lott F (2006) The LMDZ4 general circulation model: climate performance and sensitivity to parametrized physics with emphasis on tropical convection. Clim Dyn 27:787–813
Hsie E-Y, Anthes RA, Keyser D (1984) Numerical simulation of frontogenesis in a moist atmosphere. J Atmos Sci 41:2581–2594
Kain JS (2004) The Kain-Fritsch convective parameterization: an update. J Appl Meteorol 43:170–181
Kain JS, Fritsch JM (1993) Convective parameterization for mesoscale models: the Kain-Fritsch scheme—the representation of cumulus convection in numerical models. Am Meteorol Soc 46:165–170
Koster RD, Dirmeyer P, Guo Z, Bonan G, Cox P, Gordon C, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu C, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki T, Oleson K, Pitman A, Sud Y, Taylor C, Verseghy D, Vasic R, Xue Y, Yamada T (2004) Regions of strong coupling between soil moisture and precipitation. Sciences 305(5697):1138–1140
Krinner G, Viovy N, de Noblet-Ducoudré N, Ogée J, Polcher J, Friedlingstein P, Ciais P, Sitch S and Prentice C (2005) A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system. Glob Biogeochem Cyc 19:GB1015
Le Barbé L, Lebel T, Tapsoba D (2002) Rainfall variability in West Africa during the years 1950–1990. J Clim 15:187–202
Lettenmaier D (2003) PILPS special issue: preface, global planet change 38:vii–ix
Masson V, Champeaux JL, Chauvin F, Meriguet C, Lacaze R (2003) A global database of land surface parameters at 1-km resolution in meteorological and climate models. J Clim 97:1261–1282
Messager C, Gallée H, Brasseur O (2004) Precipitation sensitivity to regional SST in a regional climate simulation during the West African monsoon for two dry years. Clim Dyn 22:249–266
Neggers RAJ, Neelin JD, y Stevens B (2007) Impact mechanisms of shallow cumulus convection on tropical climate dynamics. J Clim 20:2623–2642
Nicholson S, Some B, Kone B (2000) An analysis of recent rainfall conditions in West Africa, including the rainy season of the 1997 El Niño and the 1998 La Niña years. J Clim 13:2628–2640
Paeth H, Hense A (2004) SST versus climate change signals in West African rainfall: 20th-century variations and future projections. Clim Change 65:179–208
Paeth H, Born K, Podzun R, Jacob D (2005) Regional dynamical downscaling over West Africa: model evaluation and comparison of wet and dry years. Meteorol Z 14(3):349–367
Ramel R, Gallée H, Messager C (2006) On the northward shift of the West African monsoon. Clim Dyn 26:429–440
Redelsperger JL, Thorncroft C, Diedhiou A, Lebel T, Parker D, Polcher J (2006) African Monsoon multidisciplinary analysis (AMMA): an international research project and field campaign. Bull Am Meteorol Soc 87(12):1739–1746
Sánchez E, Gallardo C, Gaertner MA, Arribas A, Castro M (2004) Future climate extreme events in the Mediterranean simulated by a regional climate model: a first approach. Glob Planet Change 44:163–180
Sijikumar S, Roucou P, Fontaine B (2006) Monsoon onset over Sudan-Sahel: simulation by the regional scale model MM5. Geophys Res Lett 33:L03814
Sitch S, Smith B, Prentice IC, Arneth A, Bondeau A, Cramer W, Kaplan JO, Levis S, Lucht W, Sykes MT, Thonicke K, Venevsky S (2003) Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model. Glob Change Biol 9(2):161–185
Stephens GL (1978) Radiation profiles in extended water clouds, II: parameterization schemes. J Atmos Sci 35:2123–2132
Sultan B, Janicot S, Diedhou A (2003) The West African Monsoon Dynamics, part I: documentation of intraseasonal variability. J Clim 16:3389–3406
Taylor C, Parker D, Harris P (2007) An observational case study of mesoscale atmospheric circulations induced by soil moisture. Geophys Res Lett 34:L15801
Verdin KL and Greenlee SK (1996) Development of continental scale digital elevation models and extraction of hydrographic features. In: Proceedings, Third international conference/workshop on integrating GIS and environmental modeling, Santa Fe, New Mexico, 21–26 January. National Center for Geographic Information and Analysis, Santa Barbara
Vizy E, Cook K (2001) Mechanisms by which Gulf of Guinea and Eastern North Atlantic sea surface temperature anomalies can influence African rainfall. J Clim 14:795–821
Vizy E, Cook K (2002) Development and application of a mesoscale climate model for the tropics: Influence of sea surface temperature anomalies on the West African monsoon. J Geophys Res 107(D3):4023
Acknowledgments
This work has been supported by the African Monsoon Multidisciplinary Analysis (AMMA) European project. Based on a French initiative, AMMA was built by an international scientific group and is currently funded by a large number of agencies, especially from France, UK, US and Africa. It has been the beneficiary of a major financial contribution from the European Community’s Sixth Framework Research Program. Detailed information on scientific coordination and funding is available on the AMMA international website http://www.amma-international.org. The authors wish to thank Enrique Sanchez for his help in the figures execution. We thank also ECMWF for his data sets, as well as ALMIP working group for the reference data used in this paper.
Author information
Authors and Affiliations
Corresponding author
Additional information
This paper is a contribution to the special issue on West African Climate, consisting of papers from the African multidisciplinary monsoon analysis (AMMA) and West African monsoon modelling and evaluation (WAMME) projects and coordinated by Y. Xue and P. M. Ruti.
Rights and permissions
About this article
Cite this article
Domínguez, M., Gaertner, M.A., de Rosnay, P. et al. A regional climate model simulation over West Africa: parameterization tests and analysis of land-surface fields. Clim Dyn 35, 249–265 (2010). https://doi.org/10.1007/s00382-010-0769-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00382-010-0769-3