Discussions are under open-access review for the journal Ocean Science “ Scale oriented ” embedded modeling of the North-Western Mediterranean in the frame of MFSTEP

Abstract. An embedded forecasting system was developed for the North-Western Mediterranean at 3-km resolution. The system is based on the Symphonie hydrodynamic free surface model and on the variational initialization and forcing platform VIFOP. The regional model is initialized and forced at its open lateral boundaries by the MFS GCM and forced at the surface by the ALADIN numerical weather prediction model. Once a week, a five-day forecast is produced after a hindcast of seven days. This pre-modeling period of 7 days before beginning the forecast allows the development of the small scale features associated to the high resolution. The relevance of the 5-day forecast strategy has been examined by comparing the forecasted fields to hindcast fields (forced by meteorological and oceanic analyses) considered as a reference. Mismatches remain at a very low level indicating a good quality of the forecasted forcing fields and also possibly to the strong wind conditions which prevailed during the period. The embedded forecasts have been compared to the MFS observing system (SST and MedArgo) during 6 forecast cycles between September 2004 and February 2005. It was basically found that in the North-Western Mediterranean, the MFS basin-scale model and thus the regional model forecasts are characterized by large negative biases of salinity in the first 100 m under the surface leading thus to too light subsurface waters. The underestimation of temperature by the regional model just below the surface and its overestimation at 30m deep can be attributed to an overestimation of the turbulent mixing. The regional model allows to represent a number of processes especially those induced by the wind as coastal upwelling under stratified conditions, dense water formation over the Gulf of Lion shelf, deep mixing in the convection zone or influence on the Northern Current penetration in the Gulf of Lion.

[1]  C. Estournel,et al.  The penetration of the Northern Current over the Gulf of Lions (Mediterranean) as a downscaling prob , 2001 .

[2]  G. Sánchez Towards data assimilation in the Catalan continental shelf : from data analysis to optimization methods. , 2005 .

[3]  J. López-Jurado,et al.  Observation of an abrupt disruption of the long‐term warming trend at the Balearic Sea, western Mediterranean Sea, in summer 2005 , 2005 .

[4]  P. Marsaleix,et al.  Secondary flows induced by wind forcing in the Rhône region of freshwater influence , 2004 .

[5]  Ivane Pairaud,et al.  Energy conservation issues in sigma-coordinate free-surface ocean models , 2008 .

[6]  E. Richard,et al.  Numerical Simulation of Flow Diversion around the Pyrenees: A Tramontana Case Study , 1996 .

[7]  G. Geernaert,et al.  Bulk Parameterizations for the Wind Stress and Heat Fluxes , 1990 .

[8]  P. Marsaleix,et al.  Hydrodynamics in the Gulf of Aigues-Mortes, NW Mediterranean Sea: In situ and modelling data , 2007 .

[9]  C. Fratianni,et al.  Forecast and analysis assessment through skill scores , 2007 .

[10]  C. Estournel,et al.  Circulation in a semi-enclosed bay under influence of strong freshwater input , 2005 .

[11]  C. Estournel,et al.  On the wind-driven coastal upwelling in the Gulf of Lions , 1992 .

[12]  Ivane Pairaud,et al.  On coastal ocean embedded modeling , 2006 .

[13]  Patrick Marsaleix,et al.  The plume of the Rhone: numerical simulation and remote sensing , 1997 .

[14]  C. Millot The Gulf of Lions' hydrodynamics , 1990 .

[15]  Hans Burchard,et al.  A three-dimensional hydrostatic model for coastal and ocean modelling using a generalised topography following co-ordinate system , 2002 .

[16]  P. Marsaleix,et al.  Three-dimensional modeling of the Gulf of Lion's hydrodynamics (northwest Mediterranean) during January 1999 (MOOGLI3 Experiment) and late winter 1999: Western Mediterranean Intermediate Water's (WIW's) formation and its cascading over the shelf break , 2004 .

[17]  P. Marsaleix,et al.  Circulation in a stratified and wind-forced Gulf of Lions, NW Mediterranean Sea: in situ and modeling data , 2005 .

[18]  Philippe Gaspar,et al.  A simple eddy kinetic energy model for simulations of the oceanic vertical mixing: Tests at Station Papa and long-term upper ocean study site , 1990 .

[19]  C. Estournel,et al.  Sigma Coordinate Pressure Gradient Errors: Evaluation and Reduction by an Inverse Method , 2000 .

[20]  Radmila Brožková,et al.  Atmospheric forcing by ALADIN/MFSTEP and MFSTEP oriented tunings , 2006 .

[21]  C. Paulson,et al.  Irradiance Measurements in the Upper Ocean , 1977 .

[22]  P. Marsaleix,et al.  Application of an Inverse Method to Coastal Modeling , 2000 .

[23]  P. Leitão,et al.  Modelling the main features of the Algarve coastal circulation during July 2004 : A downscaling approach , 2005 .

[24]  P. Marsaleix,et al.  Dispersal of Owenia fusiformis larvae by wind-driven currents: turbulence, swimming behaviour and mortality in a three-dimensional stochastic model , 2006 .

[25]  Paolo Oddo,et al.  Toward Marine Environmental Predictions in the Mediterranean Sea Coastal Areas: A Monitoring Approach , 2002 .

[26]  C. Estournel,et al.  Observation and modeling of the winter coastal oceanic circulation in the Gulf of Lion under wind conditions influenced by the continental orography (FETCH experiment) , 2003 .

[27]  Robert L. Haney,et al.  On the Pressure Gradient Force over Steep Topography in Sigma Coordinate Ocean Models , 1991 .

[28]  Patrick Marsaleix,et al.  The Rhone River Plume in Unsteady Conditions: Numerical and Experimental Results , 2001 .

[29]  Antonio Turiel,et al.  Transformation of Levantine Intermediate Water tracked by MEDARGO floats in the Western Mediterranean , 2006 .

[30]  Rosalia Santoleri,et al.  Observing The Mediterranean Sea from space : 21 years of Pathfinder-AVHRR Sea Surface Temperatures ( 1985 to 2005 ) . Re-analysis and validation , 2006 .

[31]  A. Adcroft,et al.  Representation of Topography by Shaved Cells in a Height Coordinate Ocean Model , 1997 .

[32]  C. Estournel,et al.  A numerical study of the formation of the Rhne River plume , 1998 .

[33]  Marina Tonani,et al.  under a Creative Commons License. Ocean Science A high-resolution free-surface model of the Mediterranean Sea , 2007 .

[34]  Patrick Marsaleix,et al.  Considerations on Open Boundary Conditions for Regional and Coastal Ocean Models , 2006 .

[35]  N. Pinardi,et al.  Simulation of the Mediterranean Sea circulation from 1979 to 1993: Part I. The interannual variability , 2002 .