C. Albergel, J. Calvet, A. Gibelin, S. Lafont, J. Roujean et al., Observed and modelled ecosystem respiration and gross primary production of a grassland in southwestern France, Biogeosciences, vol.75194, pp.1657-166810, 1657.

C. Albergel, J. Calvet, J. Mahfouf, C. Rüdiger, A. L. Barbu et al., Monitoring of water and carbon fluxes using a land data assimilation system: a case study for southwestern France, Hydrol. Earth Syst. Sci, vol.145194, pp.1109-112410, 1109.
URL : https://hal.archives-ouvertes.fr/meteo-00983057

R. Alkama, B. Decharme, H. Douville, M. Becker, A. Cazenave et al., Global Evaluation of the ISBA-TRIP Continental Hydrological System. Part I: Comparison to GRACE Terrestrial Water Storage Estimates and In Situ River Discharges, Journal of Hydrometeorology, vol.11, issue.3, pp.583-600, 2010.
DOI : 10.1175/2010JHM1211.1
URL : https://hal.archives-ouvertes.fr/hal-00990912

E. A. Anderson, A point energy and mass balance model of a snow cover, NOAA Tech. Rep. NWS, vol.19, issue.150, 1976.

A. Armstrong and E. Brun, Snow and Climate, Physical Processes, Surface Energy Exchange and Modeling, 1998.
URL : https://hal.archives-ouvertes.fr/meteo-00322484

D. D. Baldocchi, B. B. Hicks, and P. Camara, A canopy stomatal resistance model for gaseous deposition to vegetated surfaces, Atmospheric Environment (1967), vol.21, issue.1, pp.91-101, 1987.
DOI : 10.1016/0004-6981(87)90274-5

G. Balsamo, P. Viterbo, A. Beljaars, B. Van-den-hurk, M. Hirschi et al., A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System, Journal of Hydrometeorology, vol.10, issue.3, pp.623-643, 2009.
DOI : 10.1175/2008JHM1068.1

A. L. Barbu, J. Calvet, J. Mahfouf, C. Albergel, and S. Lafont, Assimilation of Soil Wetness Index and Leaf Area Index into the ISBA-A-gs land surface model: grassland case study, Biogeosciences, vol.85194, pp.1971-198610, 1971.

P. Bartelt and M. Lehning, A physical SNOWPACK model for the Swiss avalanche warning, Cold Regions Science and Technology, vol.35, issue.3
DOI : 10.1016/S0165-232X(02)00074-5

V. Masson, The SURFEXv7.2 land and ocean surface platform Sci, Technol, vol.35, pp.123-145, 2002.
URL : https://hal.archives-ouvertes.fr/hal-00968042

E. Bazile, The soil water freezing in ISBA, HIRLAM Newsletter, Proceedings of the ASM HIRLAM, pp.15-17, 1999.

E. Bazile, M. Haiti, A. Bogatchev, and V. Spiridonov, Improvement of the snow parameterisation in ARPEGE/ALADIN, SRNWP/HIRLAM Workshop on surface processes, turbulence and mountain effects, pp.22-24, 2001.

S. Bélair, L. Crevier, J. Mailhot, B. Bilodeau, and Y. Delage, Operational Implementation of the ISBA Land Surface Scheme in the Canadian Regional Weather Forecast Model. Part I: Warm Season Results, Journal of Hydrometeorology, vol.4, issue.2, pp.352-370, 2003.
DOI : 10.1175/1525-7541(2003)4<352:OIOTIL>2.0.CO;2

S. Belamari, Report on uncertainty estimates of an optimal bulk formulation for surface turbulent fluxes, Marine EnviRonment and Security for the European Area ? Integrated Project, MERSEA IP), Deliverable D4.1.2, 29 pp, 2005.

S. Belamari and A. Pirani, Validation of the optimal heat and momentum fluxes using the ORCA2-LIM global ocean-ice model, Marine EnviRonment and Security for the European Area ? Integrated Project, 2007.

A. C. Beljaars, A. R. Brown, and N. Wood, A new parametrization of turbulent orographic form drag, Quarterly Journal of the Royal Meteorological Society, vol.40, issue.599, pp.1327-1347, 2004.
DOI : 10.1256/qj.03.73

V. Bellassen, G. L. Maire, J. Dhôte, P. Ciais, and N. Viovy, Modelling forest management within a global vegetation model???Part 1: Model structure and general behaviour, Ecological Modelling, vol.221, issue.20, pp.2458-2474, 2010.
DOI : 10.1016/j.ecolmodel.2010.07.008

M. J. Best, A. Beljaars, J. Polcher, and P. Viterbo, A Proposed Structure for Coupling Tiled Surfaces with the Planetary Boundary Layer, Journal of Hydrometeorology, vol.5, issue.6, pp.1271-1278, 2004.
DOI : 10.1175/JHM-382.1

M. J. Best, C. Grimmond, and M. Villani, Evaluation of the Urban Tile in MOSES using Surface Energy Balance Observations, Boundary-Layer Meteorology, vol.39, issue.3, pp.503-525, 2006.
DOI : 10.1007/s10546-005-9025-5

K. J. Beven and M. J. Kirkby, A physically based, variable contributing area model of basin hydrology / Un mod??le ?? base physique de zone d'appel variable de l'hydrologie du bassin versant, Hydrological Sciences Bulletin, vol.4, issue.1, pp.43-69, 1979.
DOI : 10.1016/0022-1694(65)90084-3

C. M. Bhumralkar, Numerical Experiments on the Computation of Ground Surface Temperature in an Atmospheric General Circulation Model, Journal of Applied Meteorology, vol.14, issue.7, pp.1246-1258, 1975.
DOI : 10.1175/1520-0450(1975)014<1246:NEOTCO>2.0.CO;2

A. Blackadar, Modeling the nocturnal boundary layer, Third Symp. on Atmospheric Turbulence, Diffusion and Air Quality, Meteorol. Soc, pp.46-49, 1976.

D. C. Blanchard, The Production, Distribution, and Bacterial Enrichment of the Sea-Salt Aerosol, pp.407-454, 1983.
DOI : 10.1007/978-94-009-7169-1_7

B. Blanke and P. Delecluse, Variability of the Tropical Atlantic Ocean Simulated by a General Circulation Model with Two Different Mixed-Layer Physics, Journal of Physical Oceanography, vol.23, issue.7, pp.1363-1388, 1993.
DOI : 10.1175/1520-0485(1993)023<1363:VOTTAO>2.0.CO;2
URL : https://hal.archives-ouvertes.fr/hal-01143309

A. Boone, Modelisation des processus hydrologiques dans le schema de surface ISBA: Inclusion d'un reservoir hydrologique, du gel et modelisation de la neige, 2000.

A. Boone and P. Etchevers, An Intercomparison of Three Snow Schemes of Varying Complexity Coupled to the Same Land Surface Model: Local-Scale Evaluation at an Alpine Site, Journal of Hydrometeorology, vol.2, issue.4, pp.374-394, 2001.
DOI : 10.1175/1525-7541(2001)002<0374:AIOTSS>2.0.CO;2

A. Boone, J. C. Calvet, and J. Noilhan, Inclusion of a Third Soil Layer in a Land Surface Scheme Using the Force???Restore Method, Journal of Applied Meteorology, vol.38, issue.11, pp.1611-1630, 1999.
DOI : 10.1175/1520-0450(1999)038<1611:IOATSL>2.0.CO;2

A. Boone, V. Masson, T. Meyers, and J. Noilhan, The Influence of the Inclusion of Soil Freezing on Simulations by a Soil???Vegetation???Atmosphere Transfer Scheme, Journal of Applied Meteorology, vol.39, issue.9, pp.1544-1569, 2000.
DOI : 10.1175/1520-0450(2000)039<1544:TIOTIO>2.0.CO;2

A. Boone, F. Habets, J. Noilhan, D. Clark, P. Dirmeyer et al., The Rh??ne-Aggregation Land Surface Scheme Intercomparison Project: An Overview, Journal of Climate, vol.17, issue.1, pp.187-208, 2004.
DOI : 10.1175/1520-0442(2004)017<0187:TRLSSI>2.0.CO;2

L. Bouilloud, K. Chancibault, B. Vincendon, V. Ducrocq, F. Habets et al., Coupling the ISBA Land Surface Model and the TOPMODEL Hydrological Model for Mediterranean Flash-Flood Forecasting: Description, Calibration, and Validation, Journal of Hydrometeorology, vol.11, issue.2, pp.315-333, 2010.
DOI : 10.1175/2009JHM1163.1
URL : https://hal.archives-ouvertes.fr/hal-00587936

I. Braud, J. Noilhan, P. Bessemoulin, P. Mascart, R. Haverkamp et al., Bare-ground surface heat and water exchanges under dry conditions: Observations and parameterization, Boundary-Layer Meteorology, vol.59, issue.7, pp.173-200, 1993.
DOI : 10.1007/BF00705465

R. H. Brooks and A. T. Corey, Properties of porous media affecting fluid flow, J. Irrig. Drain. Am. Soc. Civil Eng, vol.17, pp.187-208, 1966.

P. Brousseau, L. Berre, F. Bouttier, and G. Desroziers, Background-error covariances for a convective-scale data-assimilation system: AROME-France 3D-Var, Quarterly Journal of the Royal Meteorological Society, vol.134, issue.655, pp.409-422, 2011.
DOI : 10.1002/qj.750

E. Brun, E. Martin, V. Simon, C. Gendre, and C. Coléou, Abstract, Journal of Glaciology, vol.4, issue.121, pp.333-342, 1989.
DOI : 10.1029/JC079i030p04527

E. Brun, P. David, M. Sudul, and G. Brunot, Abstract, Journal of Glaciology, vol.13, issue.128, pp.13-22, 1992.
DOI : 10.1029/RG020i001p00067

E. Brun, V. Vionnet, B. Decharme, Y. Peings, and R. Valette, Simulation of Northern Eurasian Local Snow Depth, Mass, and Density Using a Detailed Snowpack Model and Meteorological Reanalyses, Journal of Hydrometeorology, vol.14, issue.1, pp.203-219, 2013.
DOI : 10.1175/JHM-D-12-012.1

A. Brut, C. Rüdiger, S. Lafont, J. Roujean, J. Calvet et al., Modelling LAI at a regional scale with ISBA-A-gs: comparison with satellite-derived LAI over southwestern France, Biogeosciences, vol.65194, pp.1389-140410, 1389.
URL : https://hal.archives-ouvertes.fr/meteo-00432989

B. Bueno, G. Pigeon, L. K. Norford, K. Zibouche, and C. Marchadier, Development and evaluation of a building energy model integrated in the TEB scheme, Geosci. Model Dev, vol.55194, pp.433-44810, 2012.

J. C. Calvet, Investigating soil and atmospheric plant water stress using physiological and micrometeorological data, Agricultural and Forest Meteorology, vol.103, issue.3, pp.229-247, 2000.
DOI : 10.1016/S0168-1923(00)00130-1

J. C. Calvet and J. F. Soussana, Modelling CO2-enrichment effects using an interactive vegetation SVAT scheme, Agricultural and Forest Meteorology, vol.108, issue.2, pp.129-152, 2001.
DOI : 10.1016/S0168-1923(01)00235-0

J. C. Calvet, J. Noilhan, J. L. Roujean, P. Bessemoulin, M. Cabelguenne et al., An interactive vegetation SVAT model tested against data from six contrasting sites, Agricultural and Forest Meteorology, vol.92, issue.2, pp.73-95, 1998.
DOI : 10.1016/S0168-1923(98)00091-4

J. C. Calvet, V. Rivalland, C. Picon-cochard, and J. M. Guehl, Modelling forest transpiration and CO2 fluxes???response to soil moisture stress, Agricultural and Forest Meteorology, vol.124, issue.3-4, pp.143-156, 2004.
DOI : 10.1016/j.agrformet.2004.01.007

J. Calvet, A. Gibelin, J. Roujean, E. Martin, P. Le-moigne et al., Past and future scenarios of the effect of carbon dioxide on plant growth and transpiration for three vegetation types of southwestern France, Atmos. Chem. Phys, vol.85194, pp.397-40610, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00328563

J. Calvet, S. Lafont, E. Cloppet, F. Souverain, V. Badeau et al., Use of agricultural statistics to verify the interannual variability in land surface models: a case study over France with ISBA-A-gs, Geoscientific Model Development, vol.5, issue.1, pp.37-5410, 2012.
DOI : 10.5194/gmd-5-37-2012
URL : https://hal.archives-ouvertes.fr/hal-01268387

G. Caniaux, S. Belamari, H. Giordani, and A. Paci, A 1 Year Sea Surface Heat Budget in the North Eastern Atlantic Basin during the POMME Experiment: Part II : Flux Correction, J. Geophys. Res, pp.10-1029, 2005.

D. Carrer, S. Lafont, J. Roujean, J. Calvet, C. Meurey et al., Incoming Solar and Infrared Radiation Derived from METEOSAT: Impact on the Modeled Land Water and Energy Budget over France, Journal of Hydrometeorology, vol.13, issue.2, pp.504-520, 2012.
DOI : 10.1175/JHM-D-11-059.1

H. Charnock, Wind stress on a water surface, Quarterly Journal of the Royal Meteorological Society, vol.81, issue.350, pp.639-640, 1955.
DOI : 10.1002/qj.49708135027

K. A. Cherkauer and D. P. Lettenmaier, Hydrologic effects of frozen soils in the upper Mississippi River basin, Journal of Geophysical Research: Atmospheres, vol.33, issue.4, 1999.
DOI : 10.1029/1999JD900337

R. B. Clapp and G. M. Hornberger, Empirical equations for some soil hydraulic properties, Water Resources Research, vol.18, issue.4, pp.601-604, 1978.
DOI : 10.1029/WR014i004p00601

G. Collatz, M. Ribas-carbo, and J. Berry, Coupled Photosynthesis-Stomatal Conductance Model for Leaves of C4 Plants, Funct. Plant Biol, vol.19, pp.519-538, 1992.

P. Courtier, C. Freydier, J. Geleyn, F. Rabier, and M. Rochas, The ARPEGE project at Météo-France, ECMWF workshop on numerical methods in atmospheric modeling, pp.193-231, 1991.

S. Crumeyrolle, P. Tulet, L. Gomes, L. Garcia-carreras, C. Flamant et al., Transport of dust particles from the Bodélé region to the monsoon layer ? AMMA case study of the 9?14, Atmos. Chem. Phys, vol.115194, pp.479-49410, 2006.

J. W. Deardorff, A Parameterization of Ground-Surface Moisture Content for Use in Atmospheric Prediction Models, Journal of Applied Meteorology, vol.16, issue.11, pp.1182-1185, 1977.
DOI : 10.1175/1520-0450(1977)016<1182:APOGSM>2.0.CO;2

B. Decharme and H. Douville, Introduction of a sub-grid hydrology in the ISBA land surface model, Climate Dynamics, vol.134, issue.1, pp.65-78, 2006.
DOI : 10.1007/s00382-005-0059-7

B. Decharme and H. Douville, Uncertainties in the GSWP-2 precipitation forcing and their impacts on regional and global hydrological simulations, Climate Dynamics, vol.134, issue.3, pp.695-713, 2006.
DOI : 10.1007/s00382-006-0160-6

B. Decharme and H. Douville, Global validation of the ISBA sub-grid hydrology, Climate Dynamics, vol.134, issue.1, pp.21-37, 2007.
DOI : 10.1007/s00382-006-0216-7
URL : https://hal.archives-ouvertes.fr/meteo-00177865

B. Decharme, H. Douville, A. Boone, F. Habets, and J. Noilhan, Impact of an Exponential Profile of Saturated Hydraulic Conductivity within the ISBA LSM: Simulations over the Rh??ne Basin, Journal of Hydrometeorology, vol.7, issue.1, pp.61-80, 2006.
DOI : 10.1175/JHM469.1

B. Decharme, H. Douville, C. Prigent, F. Papa, and F. Aires, A new river flooding scheme for global climate applications: Off-line evaluation over South America, Journal of Geophysical Research, vol.32, issue.D16, pp.10-1029, 2008.
DOI : 10.1029/2007JD009376

B. Decharme, R. Alkama, H. Douville, M. Becker, and A. Cazenave, Global Evaluation of the ISBA-TRIP Continental Hydrological System. Part II: Uncertainties in River Routing Simulation Related to Flow Velocity and Groundwater Storage, Journal of Hydrometeorology, vol.11, issue.3, pp.601-617, 2010.
DOI : 10.1175/2010JHM1212.1
URL : https://hal.archives-ouvertes.fr/hal-00990912

B. Decharme, A. Boone, C. Delire, and J. Noilhan, Local evaluation of the Interaction between Soil Biosphere Atmosphere soil multilayer diffusion scheme using four pedotransfer functions, Journal of Geophysical Research, vol.28, issue.9, p.10, 1029.
DOI : 10.1029/2011JD016002

B. Decharme, R. Alkama, F. Papa, S. Faroux, H. Douville et al., Global off-line evaluation of the ISBA-TRIP flood model, Climate Dynamics, vol.21, issue.189, pp.1389-141210, 2012.
DOI : 10.1007/s00382-011-1054-9
URL : https://hal.archives-ouvertes.fr/hal-00990994

D. P. Dee, S. M. Uppala, A. J. Simmons, P. Berrisford, P. Poli et al., The SURFEXv7.2 land and ocean surface platform A, The ERA-Interim reanalysis: configuration and performance of the data assimilation system, Q. J. R. Meteorol. Soc, pp.553-597, 2011.

P. A. Dirmeyer, A. J. Dolman, and N. Sato, The Pilot Phase of the Global Soil Wetness Project, Bulletin of the American Meteorological Society, vol.80, issue.5, pp.851-878, 1999.
DOI : 10.1175/1520-0477(1999)080<0851:TPPOTG>2.0.CO;2

P. A. Dirmeyer, X. Gao, M. Zhao, Z. Guo, T. Oki et al., GSWP-2: Multimodel Analysis and Implications for Our Perception of the Land Surface, Bulletin of the American Meteorological Society, vol.87, issue.10, pp.1381-1397, 2006.
DOI : 10.1175/BAMS-87-10-1381

H. Douville, J. Royer, and J. Mahfouf, A new snow parameterization for the French community climate model. Part I: Validation in stand-alone experiments, Clim. Dynam, vol.12, pp.21-35, 1995.

H. Douville, P. Viterbo, J. Mahfouf, and A. C. Beljaars, Evaluation of the Optimum Interpolation and Nudging Techniques for Soil Moisture Analysis Using FIFE Data, Monthly Weather Review, vol.128, issue.6, pp.1733-1756, 2000.
DOI : 10.1175/1520-0493(2000)128<1733:EOTOIA>2.0.CO;2

C. S. Draper, J. F. Mahfouf, and J. P. Walker, An EKF assimilation of AMSR-E soil moisture into the ISBA land surface scheme, Journal of Geophysical Research, vol.16, issue.13, pp.10-1029, 2009.
DOI : 10.1029/2008JD011650

C. S. Draper, J. Mahfouf, J. Calvet, E. Martin, and W. Wagner, Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France, Hydrology and Earth System Sciences, vol.15, issue.12, pp.3829-384110, 2011.
DOI : 10.5194/hess-15-3829-2011

C. S. Draper, J. Mahfouf, and J. P. Walker, Root zone soil moisture from the assimilation of screen-level variables and remotely sensed soil moisture, Journal of Geophysical Research, vol.8, issue.2, pp.10-1029, 2011.
DOI : 10.1029/2010JD013829

H. Dümenil and E. Todoni, A rainfall???runoff scheme for use in the Hamburg climate model, Adv. Theor. Hydrol, vol.9, pp.129-157, 1992.
DOI : 10.1016/B978-0-444-89831-9.50016-8

S. Dupont and P. G. Mestayer, Parameterization of the Urban Energy Budget with the Submesoscale Soil Model, Journal of Applied Meteorology and Climatology, vol.45, issue.12, pp.1744-1765, 2006.
DOI : 10.1175/JAM2417.1

M. B. Ek, K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann et al., Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model, Journal of Geophysical Research, vol.126, issue.D22, pp.885110-1029, 2003.
DOI : 10.1029/2002JD003296

R. Essery, M. J. Best, R. A. Betts, P. M. Cox, T. et al., Explicit Representation of Subgrid Heterogeneity in a GCM Land Surface Scheme, Journal of Hydrometeorology, vol.4, issue.3, pp.530-543, 2003.
DOI : 10.1175/1525-7541(2003)004<0530:EROSHI>2.0.CO;2

R. Essery, S. Morin, Y. Lejeune, and C. Bauduin-ménard, A comparison of 1701 snow models using observations from an alpine site, Advances in Water Resources, vol.55, pp.131-148, 2013.
DOI : 10.1016/j.advwatres.2012.07.013

P. Etchevers, C. Golaz, and F. Habets, Simulation of the water budget and the river flows of the Rhone basin from 1981 to 1994, Journal of Hydrology, vol.244, issue.1-2, pp.60-85, 1981.
DOI : 10.1016/S0022-1694(01)00332-8

P. Etchevers, E. Martin, R. Brown, C. Fierz, Y. Lejeune et al., Validation of the energy budget of an alpine snowpack simulated by several snow models (SnowMIP project), Intercomparison of the surface energy budget simulated by several snow models (SNOWMIP project), pp.150-158, 2003.
DOI : 10.3189/172756404781814825

C. W. Fairall, E. F. Bradley, J. E. Hare, A. A. Grachev, and J. B. Edson, Bulk Parameterization of Air???Sea Fluxes: Updates and Verification for the COARE Algorithm, Journal of Climate, vol.16, issue.4, pp.571-591, 2003.
DOI : 10.1175/1520-0442(2003)016<0571:BPOASF>2.0.CO;2

Y. Fan, E. Wood, M. Baeck, and J. Smith, Fractional Coverage of Rainfall Over a Grid: Analyses of NEXRAD Data Over the Southern Plains, Water Resources Research, vol.32, issue.7, pp.2787-2802, 1996.
DOI : 10.1029/96WR01831

O. Farouki, Thermal Properties of Soils, Series on Rock and Soil Mechanics, Trans. Tech, vol.11, 1986.

S. Faroux, K. Tchuenté, A. T. Roujean, J. Masson, V. Martin et al., ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models, Geosci. Model Dev, vol.65194, pp.563-58210, 2013.

G. D. Farquhar, S. Von-caemmerer, and J. A. Berry, A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species, Planta, vol.77, issue.1, pp.78-90, 1980.
DOI : 10.1007/BF00386231

T. G. Farr, P. A. Rosen, E. Caro, R. Crippen, R. Duren et al., The Shuttle Radar Topography Mission, Reviews of Geophysics, vol.102, issue.9, p.10, 1029.
DOI : 10.1029/2005RG000183

C. Fischer, T. Montmerle, L. Berre, L. Auger, S. Tefanescu et al., An overview of the variational assimilation in the ALADIN/France numerical weather-prediction system, Quarterly Journal of the Royal Meteorological Society, vol.82, issue.613, pp.3477-3492, 2005.
DOI : 10.1256/qj.05.115

M. Fuchs, G. S. Campbell, and R. I. Papendick, An Analysis of Sensible and Latent Heat Flow in a Partially Frozen Unsaturated Soil1, Soil Science Society of America Journal, vol.42, issue.3, pp.379-385, 1978.
DOI : 10.2136/sssaj1978.03615995004200030001x

A. Galle, I. Florez-sarasa, M. Tomas, A. Pou, H. Medrano et al., The role of mesophyll conductance during water stress and recovery in tobacco (Nicotiana sylvestris): acclimation or limitation?, Journal of Experimental Botany, vol.60, issue.8, pp.2379-2390, 2009.
DOI : 10.1093/jxb/erp071

P. Gaspar, Y. Grégoris, and J. Lefevre, A simple eddy kinetic energy model for simulations of the oceanic vertical mixing: Tests at station Papa and long-term upper ocean study site, Journal of Geophysical Research, vol.105, issue.C9, pp.16179-16193, 1990.
DOI : 10.1029/JC095iC09p16179

M. Georgelin, E. Richard, M. Petitdidier, and A. Druilhet, Impact of Subgrid-Scale Orography Parameterization on the Simulation of Orographic Flows, Monthly Weather Review, vol.122, issue.7, pp.1509-1522, 1994.
DOI : 10.1175/1520-0493(1994)122<1509:IOSSOP>2.0.CO;2

L. Gerard, J. Piriou, R. Bro?ková, J. Geleyn, and D. Banciu, Cloud and Precipitation Parameterization in a Meso-Gamma-Scale Operational Weather Prediction Model, Monthly Weather Review, vol.137, issue.11, pp.3960-3977, 2009.
DOI : 10.1175/2009MWR2750.1

D. Gesch, K. Verdin, and S. Greenlee, New land surface digital elevation model covers the Earth, Eos, Transactions American Geophysical Union, vol.706, issue.6, pp.69-70, 1999.
DOI : 10.1029/99EO00050

D. Giard and E. Bazile, Assimilation of soil temperature and water content with ISBA in ARPEGE: some new developments and tests, HIRLAM Newsletter, vol.24, pp.34-42, 1996.

D. Giard and E. Bazile, Implementation of a New Assimilation Scheme for Soil and Surface Variables in a Global NWP Model, Monthly Weather Review, vol.128, issue.4, pp.997-1015, 2000.
DOI : 10.1175/1520-0493(2000)128<0997:IOANAS>2.0.CO;2

A. L. Gibelin, J. C. Calvet, J. L. Roujean, L. Jarlan, and S. O. Los, Ability of the land surface model ISBA-A-gs to simulate leaf area index at the global scale: Comparison with satellites products, Journal of Geophysical Research, vol.108, issue.D1, pp.1810210-1029, 2006.
DOI : 10.1029/2005JD006691
URL : https://hal.archives-ouvertes.fr/hal-00293363

A. Gibelin, J. Calvet, and N. Viovy, Modelling energy and CO2 fluxes with an interactive vegetation land surface model-Evaluation at high and middle latitudes, Agricultural and Forest Meteorology, vol.148, issue.10, pp.1611-1628, 2008.
DOI : 10.1016/j.agrformet.2008.05.013
URL : https://hal.archives-ouvertes.fr/meteo-00315912

H. Giordani, G. Caniaux, L. Prieur, A. Paci, G. et al., A One Year Mesoscale Simulation of the Northeast Atlantic : Mixed Layer Heat and Mass Budgets during the POMME Experiment, J. Geophys. Res, pp.10-1029, 2005.

H. Giordani and G. Caniaux, Diagnosing Vertical Motion in the Equatorial Atlantic, Ocean Dynam, 1995.

J. Goudriaan, H. H. Van-laar, H. Van-keulen, and W. R. Louwerse, Photosynthesis, CO2 and Plant Production, pp.107-122, 1985.
DOI : 10.1007/978-1-4899-3665-3_10

A. L. Grant and P. J. Mason, Observations of boundary-layer structure over complex terrain, Quarterly Journal of the Royal Meteorological Society, vol.17, issue.491, pp.159-186, 1990.
DOI : 10.1002/qj.49711649107

W. H. Green and G. A. Ampt, Studies on Soil Phyics., The Journal of Agricultural Science, vol.4, issue.01, pp.1-24, 1911.
DOI : 10.1017/S0021859600001441

C. S. Grimmond, M. Blackett, M. J. Best, J. Barlow, J. Baik et al., The International Urban Energy Balance Models Comparison Project: First Results from Phase 1, The International Urban Energy Balance Models Comparison Project: First Results from Phase 1, pp.1268-1292, 2010.
DOI : 10.1175/2010JAMC2354.1
URL : https://hal.archives-ouvertes.fr/hal-01145094

C. S. Grimmond, M. Blackett, M. J. Best, J. Baik, S. E. Belcher et al., Initial results from Phase 2 of the international urban energy balance model comparison, T., and Zhang, N.: Initial results from Phase 2 of the international urban energy balance model comparison, pp.244-272, 2011.
DOI : 10.1002/joc.2227
URL : https://hal.archives-ouvertes.fr/hal-01145114

A. Grini, P. Tulet, and L. Gomes, Dusty weather forecasts using the MesoNH mesoscale atmospheric model, Journal of Geophysical Research, vol.108, issue.D17, pp.10-1029, 2006.
DOI : 10.1029/2005JD007007

A. Guenther, C. N. Hewitt, D. Erickson, R. Fall, C. Geron et al., A global model of natural volatile organic compound emissions, Journal of Geophysical Research, vol.93, issue.3, pp.8873-8892, 1995.
DOI : 10.1029/94JD02950

F. Habets and G. Saulnier, Subgrid runoff parameterization, Physics and Chemistry of the Earth, Part B: Hydrology, Oceans and Atmosphere, vol.26, issue.5-6, pp.455-459, 2001.
DOI : 10.1016/S1464-1909(01)00034-X
URL : https://hal.archives-ouvertes.fr/halsde-00441517

F. Habets, J. Noilhan, C. Golaz, J. P. Goutorbe, P. Lacarrère et al., The ISBA surface scheme in a macroscale hydrological model applied to the Hapex-Mobilhy area, Journal of Hydrology, vol.217, issue.1-2, pp.75-96, 1999.
DOI : 10.1016/S0022-1694(99)00019-0

F. Habets, J. Noilhan, C. Golaz, J. P. Goutorbe, P. Lacarrère et al., The ISBA surface scheme in a macroscale hydrological model applied to the Hapex-Mobilhy area, Journal of Hydrology, vol.217, issue.1-2, pp.97-118, 1999.
DOI : 10.1016/S0022-1694(99)00020-7

F. Habets, A. Boone, and J. Noilhan, Simulation of a Scandinavian basin using the diffusion transfer version of ISBA, Global Planet, Change, vol.38, pp.137-149, 2003.

F. Habets, P. Le-moigne, and J. Noilhan, On the utility of operational precipitation forecasts to served as input for streamflow forecasting, Journal of Hydrology, vol.293, issue.1-4, pp.270-288, 2004.
DOI : 10.1016/j.jhydrol.2004.02.004

R. Hamdi and V. Masson, Inclusion of a Drag Approach in the Town Energy Balance (TEB) Scheme: Offline 1D Evaluation in a Street Canyon, Journal of Applied Meteorology and Climatology, vol.47, issue.10, pp.2627-2644, 2008.
DOI : 10.1175/2008JAMC1865.1

R. Hamdi, D. Degrauwe, and P. Termonia, Coupling the Town Energy Balance (TEB) Scheme to an Operational Limited-Area NWP Model: Evaluation for a Highly Urbanized Area in Belgium, Weather and Forecasting, vol.27, issue.2, pp.323-344, 2012.
DOI : 10.1175/WAF-D-11-00064.1

A. Henderson-sellers, Z. Yang, and R. E. Dickinson, The Project for Intercomparison of Land-surface Parameterization Schemes, Bulletin of the American Meteorological Society, vol.74, issue.7, pp.1335-1349, 1993.
DOI : 10.1175/1520-0477(1993)074<1335:TPFIOL>2.0.CO;2

S. W. Hostetler and P. J. Bartlein, Simulation of lake evaporation with application to modeling lake level variations of Harney- Malheur Lake, Water Resour. Res, vol.26, pp.2603-2612, 1990.

R. B. Jackson, J. Canadell, J. R. Ehleringer, H. A. Mooney, O. E. Sala et al., A global analysis of root distributions for terrestrial biomes, Oecologia, vol.16, issue.3, pp.389-411, 1996.
DOI : 10.1007/BF00333714

C. Jacobs, Direct impact of CO 2 enrichment on regional transpiration, 1994.

C. Jacobs, B. Van-den-hurk, and H. De-bruin, Stomatal behaviour and photosynthetic rate of unstressed grapevines in semi-arid conditions, Agricultural and Forest Meteorology, vol.80, issue.2-4, pp.111-134, 1996.
DOI : 10.1016/0168-1923(95)02295-3

P. G. Jarvis, The Interpretation of the Variations in Leaf Water Potential and Stomatal Conductance Found in Canopies in the Field, Philosophical Transactions of the Royal Society B: Biological Sciences, vol.273, issue.927, pp.593-610, 1976.
DOI : 10.1098/rstb.1976.0035

O. Johansen, Thermal conductivity of soils, 1975.

H. Johnsson and L. Lundin, Surface runoff and soil water percolation as affected by snow and soil frost, Journal of Hydrology, vol.122, issue.1-4, pp.141-159, 1991.
DOI : 10.1016/0022-1694(91)90177-J

R. Jordan, A one-dimensional temperature model for a snow cover, CRREL Special Rep. 91-1b, 1991.

P. Josse, G. Caniaux, H. Giordani, and S. Planton, Intercomparaison of oceanic and atmospheric forced and coupled mesoscale www.geosci-model-dev, Geosci. Model Dev, vol.929, issue.6, pp.929-960, 2013.

V. Masson, The SURFEXv7.2 land and ocean surface platform simulations. Part I: Surface fluxes, Ann. Geophys, vol.17, pp.566-57610, 1999.
URL : https://hal.archives-ouvertes.fr/hal-00968042

D. L. Kane and J. Stein, Water movement into seasonally frozen soils, Water Resources Research, vol.2, issue.2, pp.1547-1557, 1983.
DOI : 10.1029/WR019i006p01547

L. Kantha and C. Clayson, An improved mixed layer model for geophysical applications, Journal of Geophysical Research, vol.97, issue.2, pp.25235-25266, 1994.
DOI : 10.1029/94JC02257

K. Tchuenté, A. Roujean, J. Faroux, and S. , ECOCLIMAP-II: An ecosystem classification and land surface parameters database of Western Africa at 1km resolution for the African Monsoon Multidisciplinary Analysis (AMMA) project, Remote Sensing of Environment, vol.114, issue.5, pp.961-976, 2010.
DOI : 10.1016/j.rse.2009.12.008

H. Kondo, Y. Genchi, Y. Kikegawa, Y. Ohashi, H. Yoshikado et al., Development of a Multi-Layer Urban Canopy Model for the Analysis of Energy Consumption in a Big City: Structure of the Urban Canopy Model and its Basic Performance, Boundary-Layer Meteorology, vol.68, issue.3, pp.395-421, 2005.
DOI : 10.1007/s10546-005-0905-5

E. Kourzeneva, External data for lake parameterization in Numerical Weather Prediction and climate modeling, Boreal Env. Res, vol.15, pp.165-177, 2010.

E. Kourzeneva, H. Asensio, E. Martin, and S. Faroux, Global gridded dataset of lake coverage and lake depth for use in numerical weather prediction and climate modelling, Tellus A, vol.15, issue.0, p.14, 2012.
DOI : 10.1098/rsta.2007.2036

G. Krinner, N. Viovy, N. De-noblet-ducoudré, J. Ogée, J. Polcher et al., A dynamic global vegetation model for studies of the coupled atmosphere-biosphere system, Global Biogeochemical Cycles, vol.113, issue.D19, pp.101510-1029, 2005.
DOI : 10.1029/2002JD002559
URL : https://hal.archives-ouvertes.fr/insu-00374606

S. V. Kumar, C. D. Peters-lidard, Y. Tian, P. R. Houser, J. Geiger et al., Land information system: An interoperable framework for high resolution land surface modeling, Environmental Modelling & Software, vol.21, issue.10, pp.1402-1415, 2006.
DOI : 10.1016/j.envsoft.2005.07.004

W. P. Kustas and W. Brutsaert, Wind profile constants in a neutral atmospheric boundary layer over complex terrain, Boundary-Layer Meteorology, vol.31, issue.1-2, pp.35-54, 1986.
DOI : 10.1007/BF00120907

S. Lafont, Y. Zhao, J. Calvet, P. Peylin, P. Ciais et al., Modelling LAI, surface water and carbon fluxes at high-resolution over France: comparison of ISBA-A-gs and ORCHIDEE, Biogeosciences, vol.95194, pp.439-45610, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01337962

J. P. Lafore, J. Stein, N. Asencio, P. Bougeault, V. Ducrocq et al., The Meso-NH Atmospheric Simulation System. Part I: adiabatic formulation and control simulations, Annales Geophysicae, vol.16, issue.1, pp.90-10910, 1998.
DOI : 10.1007/s00585-997-0090-6
URL : https://hal.archives-ouvertes.fr/hal-00329074

W. Large, J. Mcwilliams, and S. Doney, Oceanic vertical mixing: A review and a model with a nonlocal boundary layer parameterization, Reviews of Geophysics, vol.33, issue.11, pp.363-403, 1994.
DOI : 10.1029/94RG01872

L. Brossier, C. Ducrocq, V. Giordani, and H. , Sensitivity of three Mediterranean heavy rain events to two different sea surface fluxes parameterizations in highresolution numerical modeling, J. Geophys. Res, pp.10-1029, 2008.
URL : https://hal.archives-ouvertes.fr/meteo-00337123

L. Brossier, C. Ducrocq, V. Giordani, and H. , Two-way one-dimensional high-resolution air-sea coupled modelling applied to Mediterranean heavy rain events, Quarterly Journal of the Royal Meteorological Society, vol.16, issue.D14, pp.187-204, 2009.
DOI : 10.1002/qj.338
URL : https://hal.archives-ouvertes.fr/meteo-00357923

A. Lemonsu, C. S. Grimmond, and V. Masson, Modeling the Surface Energy Balance of the Core of an Old Mediterranean City: Marseille, Journal of Applied Meteorology, vol.43, issue.2, pp.312-327, 2004.
DOI : 10.1175/1520-0450(2004)043<0312:MTSEBO>2.0.CO;2

A. Lemonsu, V. Masson, and E. Berthier, Improvement of the hydrological component of an urban soil???vegetation???atmosphere???transfer model, Hydrological Processes, vol.14, issue.16, pp.2100-2111, 2007.
DOI : 10.1002/hyp.6373

A. Lemonsu, S. Belair, and J. Mailhot, The New Canadian Urban Modelling System: Evaluation for Two Cases from the Joint Urban 2003 Oklahoma City Experiment, Boundary-Layer Meteorology, vol.33, issue.10, pp.47-70, 2003.
DOI : 10.1007/s10546-009-9414-2

A. Lemonsu, S. Bélair, J. Mailhot, and S. Leroyer, Evaluation of the Town Energy Balance Model in Cold and Snowy Conditions during the Montreal Urban Snow Experiment 2005, Journal of Applied Meteorology and Climatology, vol.49, issue.3, pp.346-362, 2005.
DOI : 10.1175/2009JAMC2131.1

A. Lemonsu, V. Masson, L. Shashua-bar, E. Erell, and D. Pearlmutter, \vspace{8mm}Inclusion of vegetation in the Town Energy Balance model for modelling urban green areas, Geoscientific Model Development, vol.5, issue.6, pp.1377-139310, 1377.
DOI : 10.5194/gmd-5-1377-2012

S. Leroyer, J. Mailhot, S. Bélair, A. Lemonsu, and I. B. Strachan, Modeling the Surface Energy Budget during the Thawing Period of the 2006 Montreal Urban Snow Experiment, Journal of Applied Meteorology and Climatology, vol.49, issue.1, pp.68-84, 2010.
DOI : 10.1175/2009JAMC2153.1

B. Loth, H. Graf, and J. M. Oberhuber, Snow cover model for global climate simulations, Journal of Geophysical Research, vol.37, issue.55, pp.10451-10464, 1993.
DOI : 10.1029/93JD00324

J. Louis, A parametric model of vertical eddy fluxes in the atmosphere, Boundary-Layer Meteorology, vol.93, issue.2, pp.187-202, 1979.
DOI : 10.1007/BF00117978

J. Schaake, J. Shmakin, A. B. Smirnova, T. G. Wetzel, P. Xue et al., Effects of frozen soil on soil temperature, spring infiltration, and runoff: Results from the PILPS 2(d) experiment at Valdai, Russia, J. Hydrometeorol, vol.4, pp.334-351, 2003.

M. Lynch-stieglitz, J. Giss-gcm, and . Climate, The Development and Validation of a Simple Snow Model for the, pp.1842-1855, 1994.

J. Mahfouf, Analysis of Soil Moisture from Near-Surface Parameters: A Feasibility Study, Journal of Applied Meteorology, vol.30, issue.11, pp.1534-1547, 1991.
DOI : 10.1175/1520-0450(1991)030<1534:AOSMFN>2.0.CO;2

J. Mahfouf, Assimilation of satellite-derived soil moisture from ASCAT in a limited-area NWP model, Quarterly Journal of the Royal Meteorological Society, vol.27, pp.784-798, 2010.
DOI : 10.1002/qj.602

J. Mahfouf and V. Bliznak, Combined assimilation of screen-level observations and radar-derived precipitation for soil moisture analysis, Quarterly Journal of the Royal Meteorological Society, vol.16, issue.656, pp.709-722, 2011.
DOI : 10.1002/qj.791

J. F. Mahfouf and J. Noilhan, Inclusion of Gravitational Drainage in a Land Surface Scheme Based on the Force-Restore Method, Journal of Applied Meteorology, vol.35, issue.6, pp.987-992, 1996.
DOI : 10.1175/1520-0450(1996)035<0987:IOGDIA>2.0.CO;2

J. F. Mahfouf, A. O. Manzi, J. Noilhan, H. Giordani, and M. Deque, The Land Surface Scheme ISBA within the M??t??o-France Climate Model ARPEGE. Part I. Implementation and Preliminary Results, Journal of Climate, vol.8, issue.8, pp.2039-2057, 1995.
DOI : 10.1175/1520-0442(1995)008<2039:TLSSIW>2.0.CO;2

J. F. Mahfouf, K. Bergaoui, C. Draper, F. Bouyssel, F. Taillefer et al., A comparison of two off???line soil analysis schemes for assimilation of screen level observations, Journal of Geophysical Research, vol.9, issue.D8, pp.810510-1029, 2009.
DOI : 10.1029/2008JD011077

B. Marticorena and G. Bergametti, Modeling the atmospheric dust cycle: 1. Design of a soil-derived dust emission scheme, Journal of Geophysical Research, vol.2, issue.B, pp.16415-16430, 1995.
DOI : 10.1029/95JD00690

A. Martilli, Numerical Study of Urban Impact on Boundary Layer Structure: Sensitivity to Wind Speed, Urban Morphology, and Rural Soil Moisture, Journal of Applied Meteorology, vol.41, issue.12, pp.1247-1266, 2002.
DOI : 10.1175/1520-0450(2002)041<1247:NSOUIO>2.0.CO;2

P. Mascart, J. Noilhan, and H. Giordani, A modified parameterization of flux-profile relationships in the surface layer using different roughness length values for heat and momentum, Boundary-Layer Meteorology, vol.117, issue.4, pp.331-344, 1995.
DOI : 10.1007/BF00708998

V. Masson, A physically-based scheme for the urban energy budget in atmospheric models, Boundary-Layer Meteorology, vol.94, issue.3, pp.357-397, 2000.
DOI : 10.1023/A:1002463829265

V. Masson, Urban surface modeling and the meso-scale impact of cities, Theoretical and Applied Climatology, vol.102, issue.4, pp.35-45, 2006.
DOI : 10.1007/s00704-005-0142-3

V. Masson and Y. Seity, Including atmospheric layers in vegetation and urban offline surface schemes, Journal of Applied Meteorology and Climatology, vol.preprint, issue.2008, pp.1377-1397, 2009.
DOI : 10.1175/2008JAMC1866.1

V. Masson, C. S. Grimmond, and T. R. Oke, Evaluation of the Town Energy Balance (TEB) scheme with direct measurements from dry districts in two cities, J. Appl. Meteorol, vol.41, pp.1011-1026, 2002.

V. Masson, J. Champeaux, F. Chauvin, C. Meriguet, and R. Lacaze, A Global Database of Land Surface Parameters at 1-km Resolution in Meteorological and Climate Models, Journal of Climate, vol.16, issue.9, pp.1261-1282, 2003.
DOI : 10.1175/1520-0442-16.9.1261

V. Masson, L. Gomes, G. Pigeon, C. Liousse, V. Pont et al., The Canopy and Aerosol Particles Interactions in TOulouse Urban Layer (CAPITOUL) experiment, The Canopy and Aerosol Particles Interactions in TOulouse Urban Layer (CAPITOUL) experiment, pp.135-157, 2008.
DOI : 10.1007/s00703-008-0289-4

V. Masson, Y. Lion, A. Peter, G. Pigeon, J. Buyck et al., ???Grand Paris???: regional landscape change to adapt city to climate warming, Climatic Change, vol.42, issue.10, pp.769-78210, 2013.
DOI : 10.1007/s10584-012-0579-1

P. Milly, A mass-conservative procedure for time-stepping in models of unsaturated flow, Advances in Water Resources, vol.8, issue.1, pp.32-36, 1985.
DOI : 10.1016/0309-1708(85)90078-8

D. Mironov, E. Heise, E. Kourzeneva, B. Ritter, N. Schneider et al., Implementation of the lake parameterization scheme FLake into the numerical weather prediction model COSMO, Boreal Environ. Res, vol.15, pp.218-230, 2010.

K. E. Mitchell, D. Lohmann, P. R. Houser, E. F. Wood, J. C. Schaake et al., The multi-institution North American Land Data Assimilation System (NLDAS): Utilizing multiple GCIP products and partners in a continental distributed hydrological modeling system, Journal of Geophysical Research, vol.80, issue.10, pp.7-9010, 1029.
DOI : 10.1029/2003JD003823

M. Mokhtari, L. Gomes, P. Tulet, R. , and T. , Importance of the surface size distribution of erodible material: an improvement on the Dust Entrainment And Deposition (DEAD) Model, Geoscientific Model Development, vol.5, issue.3, pp.581-59810, 2012.
DOI : 10.5194/gmd-5-581-2012
URL : https://hal.archives-ouvertes.fr/hal-00961624

F. Nachtergaele, H. Van-velthuizen, L. Verelst, D. Wiberg, . Fao et al., Harmonized World Soil Database, p.15, 2012.

J. Noilhan and P. Lacarrère, GCM Grid-Scale Evaporation from Mesoscale Modeling, Journal of Climate, vol.8, issue.2, pp.206-223, 1995.
DOI : 10.1175/1520-0442(1995)008<0206:GGSEFM>2.0.CO;2

J. Noilhan and J. F. Mahfouf, The ISBA land surface parameterization scheme, Global Planet, Change, vol.13, pp.145-159, 1996.

J. Noilhan and S. Planton, A Simple Parameterization of Land Surface Processes for Meteorological Models, Monthly Weather Review, vol.117, issue.3, pp.536-549, 1989.
DOI : 10.1175/1520-0493(1989)117<0536:ASPOLS>2.0.CO;2

J. Noilhan, P. Lacarrère, A. J. Dolman, and E. M. Blyth, Defining area-average parameters in meteorological models for land surfaces with mesoscale heterogeneity, Journal of Hydrology, vol.190, issue.3-4, pp.302-316, 1997.
DOI : 10.1016/S0022-1694(96)03131-9

J. Noilhan, S. Donier, P. Lacarrère, C. Sarrat, L. Moigne et al., Regional-scale evaluation of a land surface scheme from atmospheric boundary layer observations, Journal of Geophysical Research, vol.94, issue.D3, p.10, 1029.
DOI : 10.1029/2010JD014671

B. Offerle, P. Jonsson, I. Eliasson, G. , and C. S. , Urban Modification of the Surface Energy Balance in the West African Sahel, pp.3983-3995, 2005.

B. Offerle, C. S. Grimmond, and K. Fortuniak, Heat storage and anthropogenic heat flux in relation to the energy balance of a central European city centre, International Journal of Climatology, vol.113, issue.16, pp.1405-1419, 2005.
DOI : 10.1002/joc.1198

T. Oki and Y. C. Sud, Design of Total Runoff Integrating Pathways (TRIP)???A Global River Channel Network, Earth Interactions, vol.2, issue.1, pp.1-37, 1998.
DOI : 10.1175/1087-3562(1998)002<0001:DOTRIP>2.3.CO;2

. Www, geosci-model-dev, Geosci. Model Dev, vol.929, issue.6, pp.929-960, 2013.

V. Masson, The SURFEXv7.2 land and ocean surface platform
URL : https://hal.archives-ouvertes.fr/hal-00968042

W. J. Parton, D. S. Schimel, C. V. Cole, and D. S. Ojima, Analysis of Factors Controlling Soil Organic Matter Levels in Great Plains Grasslands1, Soil Science Society of America Journal, vol.51, issue.5, pp.1173-1179, 1987.
DOI : 10.2136/sssaj1987.03615995005100050015x

V. Pedinotti, A. Boone, B. Decharme, J. F. Crétaux, N. Mognard et al., Evaluation of the ISBA-TRIP continental hydrologic system over the Niger basin using in situ and satellite derived datasets, Hydrology and Earth System Sciences, vol.16, issue.6, pp.1745-177310, 1745.
DOI : 10.5194/hess-16-1745-2012
URL : https://hal.archives-ouvertes.fr/insu-00844500

F. Peeters, D. M. Livingstone, G. Goudsmit, R. Kipfer, and R. Forster, Modeling 50 years of historical temperature profiles in a large central European lake, Limnology and Oceanography, vol.47, issue.1, pp.186-197, 2002.
DOI : 10.4319/lo.2002.47.1.0186

T. Pellarin, G. Delrieu, G. Saulnier, H. Andrieu, B. Vignal et al., Hydrologic Visibility of Weather Radar Systems Operating in Mountainous Regions: Case Study for the Ard??che Catchment (France), Journal of Hydrometeorology, vol.3, issue.5, pp.539-555, 2002.
DOI : 10.1175/1525-7541(2002)003<0539:HVOWRS>2.0.CO;2

M. Perroud, S. Goyette, A. Martynov, M. Beniston, and O. Anneville, Simulation of multiannual thermal profiles in deep Lake Geneva: A comparison of one-dimensional lake models, Limnology and Oceanography, vol.54, issue.5, pp.1574-1594, 2009.
DOI : 10.4319/lo.2009.54.5.1574

C. D. Peters-lidard, M. S. Zion, and E. F. Wood, A soil-vegetation-atmosphere transfer scheme for modeling spatially variable water and energy balance processes, Journal of Geophysical Research: Atmospheres, vol.28, issue.1, pp.4303-4324, 1997.
DOI : 10.1029/96JD02948

C. D. Peters-lidard, E. Blackburn, X. Liang, and E. F. Wood, The Effect of Soil Thermal Conductivity Parameterization on Surface Energy Fluxes and Temperatures, Journal of the Atmospheric Sciences, vol.55, issue.7, pp.1209-1224, 1998.
DOI : 10.1175/1520-0469(1998)055<1209:TEOSTC>2.0.CO;2

R. Petersen, A wind tunnel evaluation of methods for estimating surface roughness length at industrial facilities, Atmospheric Environment, vol.31, issue.1, pp.45-57, 1997.
DOI : 10.1016/S1352-2310(96)00154-9

G. Pigeon, M. A. Moscicki, J. A. Voogt, and V. Masson, Simulation of fall and winter surface energy balance over a dense urban area using the TEB scheme, Meteorology and Atmospheric Physics, vol.60, issue.3-4, pp.159-171, 2008.
DOI : 10.1007/s00703-008-0320-9

A. Porson, I. Harman, S. Bohnenstengel, and S. Belcher, How Many Facets are Needed to Represent the Surface Energy Balance of an Urban Area?, Boundary-Layer Meteorology, vol.10, issue.621, pp.107-128, 2009.
DOI : 10.1007/s10546-009-9392-4

S. Queguiner, E. Martin, S. Lafont, J. Calvet, S. Faroux et al., Impact of the use of a CO₂ responsive land surface model in simulating the effect of climate change on the hydrology of French Mediterranean basins, Natural Hazards and Earth System Science, vol.11, issue.10, pp.2803-281610, 2011.
DOI : 10.5194/nhess-11-2803-2011

Q. Seguí, P. Le-moigne, P. Durand, Y. Martin, E. Habets et al., Analysis of Near-Surface Atmospheric Variables: Validation of the SAFRAN Analysis over France, Journal of Applied Meteorology and Climatology, vol.47, issue.1, pp.92-107, 2008.
DOI : 10.1175/2007JAMC1636.1

Q. Seguí, P. Martin, E. Habets, F. Noilhan, and J. , Improvement , calibration and validation of a distributed hydrological model over France, Hydrol. Earth Syst. Sci, vol.135194, pp.163-18110, 2009.

R. Redler, S. Valcke, R. , and H. , OASIS4 ? a coupling software for next generation earth system modelling, Geosci. Model Dev, pp.87-10410, 2010.

R. H. Reichle and R. D. Koster, Bias reduction in short records of satellite soil moisture, Geophysical Research Letters, vol.107, issue.D20, pp.10-1029, 2004.
DOI : 10.1029/2004GL020938

R. H. Reichle, R. D. Koster, P. Liu, S. P. Mahanama, E. G. Njoku et al., Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) and the Scanning Multichannel Microwave Radiometer (SMMR), Journal of Geophysical Research, vol.134, issue.10, pp.910810-1029, 2007.
DOI : 10.1029/2006JD008033

C. Rüdiger, C. Albergel, J. Mahfouf, J. Calvet, and J. P. Walker, Evaluation of the observation operator Jacobian for leaf area index data assimilation with an extended Kalman filter, Journal of Geophysical Research, vol.2, issue.D16, pp.911110-1029, 2010.
DOI : 10.1029/2009JD012912

J. M. Sabater, C. Rüdiger, J. C. Calvet, N. Fritz, L. Jarlan et al., Joint assimilation of surface soil moisture and LAI observations into a land surface model, Agricultural and Forest Meteorology, vol.148, issue.8-9, pp.1362-1373, 2008.
DOI : 10.1016/j.agrformet.2008.04.003
URL : https://hal.archives-ouvertes.fr/meteo-00348124

R. Salgado, L. Moigne, and P. , Coupling the Flake model to the Surfex externalized surface model, Boreal Environ. Res, vol.15, pp.231-244, 2010.

J. Santiago and A. Martilli, A Dynamic Urban Canopy Parameterization for Mesoscale Models Based on Computational Fluid Dynamics Reynolds-Averaged Navier???Stokes Microscale Simulations, Boundary-Layer Meteorology, vol.129, issue.3, pp.417-439, 2010.
DOI : 10.1007/s10546-010-9538-4

M. Schulz, G. De-leeuw, and Y. Balkanski, Sea-salt aerosol source functions and emissions, pp.333-359, 2004.
DOI : 10.1007/978-1-4020-2167-1_9

Y. Seity, P. Brousseau, S. Malardel, G. Hello, P. Benard et al., The AROME-France Convective-Scale Operational Model, Monthly Weather Review, vol.139, issue.3, pp.976-991, 2011.
DOI : 10.1175/2010MWR3425.1

Y. Shao, M. R. Raupach, and P. A. Findlater, Effect of saltation bombardment on the entrainment of dust by wind, Journal of Geophysical Research, vol.29, issue.D7, pp.12719-12726, 1993.
DOI : 10.1029/93JD00396

M. Silvapalan, K. Beven, and E. Wood, On hydrologic similarity: 2. A scaled model of storm runoff production, Water Resources Research, vol.22, issue.11, pp.2266-2278, 1987.
DOI : 10.1029/WR023i012p02266

A. G. Slater, A. J. Pitman, and C. E. Desborough, The validation of a snow parameterization designed for use in general circulation models, International Journal of Climatology, vol.111, issue.6, pp.595-617, 1998.
DOI : 10.1002/(SICI)1097-0088(199805)18:6<595::AID-JOC275>3.0.CO;2-O

A. G. Slater, C. A. Schlosser, C. E. Desborough, A. J. Pitman, A. Henderson-sellers et al., The Representation of Snow in Land Surface Schemes: Results from PILPS 2(d), The representation of snow in land surface schemes: Results from PILPS 2(d), pp.7-25, 2001.
DOI : 10.1175/1525-7541(2001)002<0007:TROSIL>2.0.CO;2

W. H. Smith and D. Sandwell, Global Sea Floor Topography from Satellite Altimetry and Ship Depth Soundings, Science, vol.277, issue.5334, pp.1956-1962, 1997.
DOI : 10.1126/science.277.5334.1956

F. Solmon, C. Sarrat, D. Serça, P. Tulet, R. et al., Isoprene and monoterpenes biogenic emissions in France: modeling and impact during a regional pollution episode, Atmospheric Environment, vol.38, issue.23, pp.3853-3865, 2004.
DOI : 10.1016/j.atmosenv.2004.03.054
URL : https://hal.archives-ouvertes.fr/hal-00136319

E. J. Spans and J. M. Baker, The Soil Freezing Characteristic: Its Measurement and Similarity to the Soil Moisture Characteristic, Soil Science Society of America Journal, vol.60, issue.1, pp.13-19, 1996.
DOI : 10.2136/sssaj1996.03615995006000010005x

V. M. Stepanenko and V. N. Lykosov, Numerical modelling of heat and moisture transfer processes in the system " water reservoir ? soil, Russ. Meteorol. Hydrol, vol.3, pp.95-104, 2005.

V. M. Stepanenko, S. Goyette, A. Martynov, M. Perroud, X. Fang et al., First steps of a Lake Model Intercomparison Project: LakeMIP, Boreal Env. Res, vol.15, pp.191-202, 2010.

Z. Subin, W. Riley, and D. Mironov, An improved lake model for climate simulations: Model structure, evaluation, and sensitivity analyses in CESM1, Journal of Advances in Modeling Earth Systems, vol.58, issue.C4, pp.10-1029, 2012.
DOI : 10.1029/2011MS000072

J. P. Taylor, J. M. Edwards, M. D. Glew, P. Hignett, and A. Slingo, Studies with a flexible new radiation code. II: Comparisons with aircraft short-wave observations, Quarterly Journal of the Royal Meteorological Society, vol.81, issue.532, pp.839-861, 1996.
DOI : 10.1002/qj.49712253204

G. Thirel, E. Martin, J. Mahfouf, S. Massart, S. Ricci et al., A past discharge assimilation system for ensemble streamflow forecasts over France ? Part 2: Impact on the ensemble streamflow forecasts, Hydrol. Earth Syst. Sci, vol.145194, pp.1639-165310, 1639.
URL : https://hal.archives-ouvertes.fr/hal-00512849

P. Tulet, V. Crassier, F. Solmon, D. Guedalia, R. et al., Description of the Mesoscale Nonhydrostatic Chemistry model and application to a transboundary pollution episode between northern France and southern England, Journal of Geophysical Research, vol.2, issue.D22, pp.402110-1029, 2003.
DOI : 10.1029/2000JD000301
URL : https://hal.archives-ouvertes.fr/hal-00136468

P. Tulet, V. Crassier, F. Cousin, K. Suhre, R. et al., ORILAM, a three-moment lognormal aerosol scheme for mesoscale atmospheric model: Online coupling into the Meso-NH-C model and validation on the Escompte campaign, Journal of Geophysical Research, vol.109, issue.D1, pp.10-1029, 2005.
DOI : 10.1029/2004JD005716

J. Vergnes and B. Decharme, A simple groundwater scheme in the TRIP river routing model: global off-line evaluation against GRACE terrestrial water storage estimates and observed river discharges, Hydrol. Earth Syst. Sci, vol.165194, pp.3889-390810, 2012.

J. Vergnes, B. Decharme, R. Alkama, E. Martin, F. Habets et al., A Simple Groundwater Scheme for Hydrological and Climate Applications: Description and Offline Evaluation over France, Journal of Hydrometeorology, vol.13, issue.4, pp.1149-1171, 2012.
DOI : 10.1175/JHM-D-11-0149.1
URL : https://hal.archives-ouvertes.fr/hal-01195811

D. L. Verseghy, Class-A Canadian land surface scheme for GCMS. I. Soil model, International Journal of Climatology, vol.43, issue.C6, pp.111-133, 1991.
DOI : 10.1002/joc.3370110202

E. Vignati, G. De-leeuw, and R. Berkowicz, Modeling coastal aerosol transport and effects of surf-produced aerosols on processes in the marine atmospheric boundary layer, Journal of Geophysical Research: Atmospheres, vol.3433, issue.3, pp.20225-20238, 2001.
DOI : 10.1029/2000JD000025

B. Vincendon, V. Ducrocq, G. M. Saulnier, L. Bouilloud, K. Chancibault et al., Benefit of coupling the ISBA land surface model with a TOPMODEL hydrological model version dedicated to Mediterranean flash-floods, Journal of Hydrology, vol.394, issue.1-2, pp.256-266, 2010.
DOI : 10.1016/j.jhydrol.2010.04.012
URL : https://hal.archives-ouvertes.fr/insu-00562707

V. Vionnet, E. Brun, S. Morin, A. Boone, S. Faroux et al., The detailed snowpack scheme Crocus and its implementation in SURFEX v7.2, Geosci. Model Dev, pp.773-79110, 2012.
URL : https://hal.archives-ouvertes.fr/insu-00844645

P. Viterbo and P. Courtier, The importance of soil water for medium rangeweather forecasting. Implications for data assimilation , Workshop on Imbalance of Slowly Varying Components of Predictable Atmospheric Motions, World Meteor . Org, pp.121-130, 1995.

M. Wade, G. Caniaux, Y. Dupenhoat, M. Dengler, H. Giordani et al., A one-dimensional modeling study of the diurnal cycle in the equatorial Atlantic at the PIRATA buoys during the EGEE-3 campaign, Ocean Dynam, pp.1-20, 2011.

A. Weill, L. Eymard, G. Caniaux, D. Hauser, S. Planton et al., Toward a Better Determination of Turbulent Air???Sea Fluxes from Several Experiments, Journal of Climate, vol.16, issue.4, pp.600-618, 2003.
DOI : 10.1175/1520-0442(2003)016<0600:TABDOT>2.0.CO;2

M. Wesely, Parameterization of surface resistances to gaseous dry deposition in regional-scale numerical models, Atmospheric Environment (1967), vol.23, issue.6, pp.1293-1304, 1989.
DOI : 10.1016/0004-6981(89)90153-4

M. L. Wesely and B. B. Hicks, Some Factors that Affect the Deposition Rates of Sulfur Dioxide and Similar Gases on Vegetation, Journal of the Air Pollution Control Association, vol.27, issue.11, pp.1110-1116, 1977.
DOI : 10.1080/00022470.1977.10470534

P. J. Wetzel and J. Chang, Concerning the Relationship between Evapotranspiration and Soil Moisture, Journal of Climate and Applied Meteorology, vol.26, issue.1, pp.18-27, 1987.
DOI : 10.1175/1520-0450(1987)026<0018:CTRBEA>2.0.CO;2

J. Wieringa, Representative roughness parameters for homogeneous terrain, Boundary-Layer Meteorology, vol.37, issue.4, pp.323-363, 1993.
DOI : 10.1007/BF00705357

E. F. Wood, D. P. Lettenmaier, and V. G. Zartarian, A land-surface hydrology parameterization with subgrid variability for general circulation models, Journal of Geophysical Research, vol.103, issue.8, pp.2717-2728, 1992.
DOI : 10.1029/91JD01786

V. Masson, The SURFEXv7 The Project for Intercomparison of Land-surface Parameterization Schemes (PILPS) phase 2(c) Red-Arkansas River basin experiment: 1. Experiment description and summary intercomparisons, Global Planet. Change, vol.19, pp.115-135, 1998.

N. Wood and P. Mason, The Pressure force induced by neutral, turbulent flow over hills, Quarterly Journal of the Royal Meteorological Society, vol.17, issue.514, pp.1233-1267, 1993.
DOI : 10.1002/qj.49711951402

Z. Yang, R. E. Dickinson, A. Robock, and K. Y. Vinnikov, Validation of the Snow Submodel of the Biosphere???Atmosphere Transfer Scheme with Russian Snow Cover and Meteorological Observational Data, Journal of Climate, vol.10, issue.2, pp.353-373, 1997.
DOI : 10.1175/1520-0442(1997)010<0353:VOTSSO>2.0.CO;2

C. Zender, H. Bian, and D. Newman, The mineral dust entrainment and deposition (dead) model: Description and global dust distribution, J. Geophys. Res, vol.108, issue.4416, pp.10-1029, 2003.

C. S. Zender, R. L. Miller, and I. Tegen, Quantifying mineral dust mass budgets:Terminology, constraints, and current estimates, Eos, Transactions American Geophysical Union, vol.108, issue.48, pp.509-512, 2004.
DOI : 10.1029/2004EO480002
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.75.4023

R. J. Zhao, The Xinanjiang model applied in China, J. Hydrol, vol.134, pp.317-381, 1992.