M. R. Allen, D. J. Frame, C. Huntingford, C. D. Jones, J. A. Lowe et al., Warming caused by cumulative carbon emissions towards the trillionth tonne, Nature, vol.21, issue.7242, pp.1163-1166, 2009.
DOI : 10.1111/j.1600-0889.2009.00414.x

L. Aouf, J. Lefevre, and D. Hauser, Assimilation of Directional Wave Spectra in the Wave Model WAM: An Impact Study from Synthetic Observations in Preparation for the SWIMSAT Satellite Mission, Journal of Atmospheric and Oceanic Technology, vol.23, issue.3, pp.448-463, 2006.
DOI : 10.1175/JTECH1861.1

F. Ardhuin, E. Rogers, A. V. Babanin, J. Filipot, R. Magne et al., Semiempirical Dissipation Source Functions for Ocean Waves. Part I: Definition, Calibration, and Validation, Journal of Physical Oceanography, vol.40, issue.9, pp.1917-1941, 2010.
DOI : 10.1175/2010JPO4324.1

URL : https://hal.archives-ouvertes.fr/hal-00407184

M. J. Behrenfeld and P. G. Falkowski, Photosynthetic rates derived from satellite-based chlorophyll concentration, Limnology and Oceanography, vol.42, issue.1, pp.1-20, 1997.
DOI : 10.4319/lo.1997.42.1.0001

URL : http://onlinelibrary.wiley.com/doi/10.4319/lo.1997.42.1.0001/pdf

M. J. Behrenfeld, J. T. Randerson, C. R. Mcclain, G. C. Feldman, S. O. Los et al., Biospheric Primary Production During an ENSO Transition, Science, vol.291, issue.5513, pp.2594-2597, 2001.
DOI : 10.1126/science.1055071

URL : https://cloudfront.escholarship.org/dist/prd/content/qt51z7z4n6/qt51z7z4n6.pdf

T. G. Bell, W. De-bruyn, S. D. Miller, B. Ward, K. H. Christensen et al., Air???sea dimethylsulfide (DMS) gas transfer in the North Atlantic: evidence for limited interfacial gas exchange at high wind speed, Atmospheric Chemistry and Physics, vol.13, issue.21, pp.11073-11087, 2013.
DOI : 10.5194/acp-13-11073-2013-supplement

C. W. Böning, A. Dispert, M. Visbeck, S. R. Rintoul, and F. U. Schwarzkopf, The response of the Antarctic Circumpolar Current to recent climate change, Nature Geoscience, vol.49, issue.12, pp.864-869, 2008.
DOI : 10.1175/1520-0485-32.9.2520

S. Chandrasekhar, Radiative heat transfer, pp.11-12, 1960.

S. A. Clough, M. W. Shephard, E. J. Mlawer, J. S. Delamere, M. J. Iacono et al., Atmospheric radiative transfer modeling: a summary of the AER codes, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.91, issue.2, pp.233-244, 2005.
DOI : 10.1016/j.jqsrt.2004.05.058

C. Cox and W. Munk, Measurement of the Roughness of the Sea Surface from Photographs of the Sun???s Glitter, Journal of the Optical Society of America, vol.44, issue.11, pp.838-850, 1954.
DOI : 10.1364/JOSA.44.000838

J. Cuxart, P. Bougeault, J. L. Redelsperger, and Q. J. Roy, A turbulence scheme allowing for mesoscale and large-eddy simulations, Quarterly Journal of the Royal Meteorological Society, vol.28, issue.2, pp.1-30, 2000.
DOI : 10.1007/978-94-009-3027-8

G. B. Deane and M. D. Stokes, Scale dependence of bubble creation mechanisms in breaking waves, Nature, vol.95, issue.6900, pp.839-844, 2002.
DOI : 10.1121/1.408573

J. Dufresne, M. A. Foujols, S. Denvil, A. Caubel, O. Marti et al., Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5, and Vuichard, N.: Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5, pp.2123-2165, 1636.
DOI : 10.1175/2010JCLI3260.1

URL : https://hal.archives-ouvertes.fr/hal-00794170

S. Dutkiewicz, A. E. Hickman, O. Jahn, W. W. Gregg, C. B. Mouw et al., Capturing optically important constituents and properties in a marine biogeochemical and ecosystem model, Biogeosciences, vol.125194, issue.10, pp.4447-4481, 2015.

V. Eyring, S. Bony, G. A. Meehl, C. A. Senior, B. Stevens et al., Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization, Geoscientific Model Development, vol.9, issue.5, 1937.
DOI : 10.5194/gmd-9-1937-2016

URL : https://hal.archives-ouvertes.fr/hal-01339069

V. Eyring, P. J. Gleckler, C. Heinze, R. J. Stouffer, K. E. Taylor et al., Towards improved and more routine Earth system model evaluation in CMIP, Earth Syst. Dynam, vol.75194, issue.10, pp.813-830, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01497601

N. Frigaard, K. L. Larsen, and R. P. Cox, Spectrochromatography of photosynthetic pigments as a fingerprinting technique for microbial phototrophs, FEMS Microbiology Ecology, vol.29, issue.2, pp.69-77, 1996.
DOI : 10.1007/978-1-4757-1332-9_2

T. L. Frölicher, Strong warming at high emissions, Nature Climate Change, vol.18, issue.9, pp.823-824, 2016.
DOI : 10.1175/JCLI3362.1

R. Frouin, M. Schwindling, and P. Deschamps, Spectral reflectance of sea foam in the visible and near-infrared: In situ measurements and remote sensing implications, Journal of Geophysical Research: Oceans, vol.93, issue.10, pp.14361-14371, 1996.
DOI : 10.1029/JC093iC01p00587

R. Frouin, S. F. Iacobellis, and P. Y. Deschamps, Influence of oceanic whitecaps on the Global Radiation Budget, Geophysical Research Letters, vol.9, issue.8, pp.1523-1526, 2001.
DOI : 10.1029/GL009i006p00719

N. P. Gillett, V. K. Arora, D. Matthews, A. , and M. R. , Emissions Using CMIP5 Simulations*, Journal of Climate, vol.26, issue.18, pp.6844-6858, 2013.
DOI : 10.1175/JCLI-D-12-00476.s1

URL : http://onlinelibrary.wiley.com/doi/10.1002/grl.50249/pdf

P. J. Gleckler, K. E. Taylor, and C. Doutriaux, Performance metrics for climate models, Journal of Geophysical Research, vol.5, issue.16, p.6104, 2008.
DOI : 10.1029/2007JD009334

URL : http://onlinelibrary.wiley.com/doi/10.1029/2007JD008972/pdf

H. R. Gordon and M. Wang, Influence of oceanic whitecaps on atmospheric correction of ocean-color sensors, Applied Optics, vol.33, issue.33, pp.7754-7763, 1994.
DOI : 10.1364/AO.33.007754

J. F. Guérémy, A continuous buoyancy based convection scheme: one-and three-dimensional validation, Tellus A, pp.687-706, 2011.

S. Gupta, N. Ritchey, A. Wilber, and C. Whitlock, A Climatology of Surface Radiation Budget Derived from Satellite Data, 012<2691:ACOSRB>2.0.CO, pp.2691-27101520, 1999.
DOI : 10.1175/1520-0442(1999)012<2691:ACOSRB>2.0.CO;2

J. Hansen, G. Russell, D. Rind, P. Stone, A. Lacis et al., Efficient Three-Dimensional Global Models for Climate Studies: Models I and II, 111<0609:ETDGMF>2.0.CO, pp.609-6621520, 1983.
DOI : 10.1175/1520-0493(1983)111<0609:ETDGMF>2.0.CO;2

URL : http://journals.ametsoc.org/doi/pdf/10.1175/1520-0493%281983%29111%3C0609%3AETDGMF%3E2.0.CO%3B2

I. Hense, I. Stemmler, and S. Sonntag, Ideas and perspectives: climate-relevant marine biologically driven mechanisms in Earth system models, Biogeosciences, vol.14, issue.2, pp.403-413, 2017.
DOI : 10.1038/srep20284

F. Hourdin, M. Foujols, F. Codron, V. Guemas, J. Dufresne et al., Impact of the LMDZ atmospheric grid configuration on the climate and sensitivity of the IPSL-CM5A coupled model, Climate Dynamics, vol.11, issue.9, pp.2167-2192, 2013.
DOI : 10.1007/BF00209513

URL : https://hal.archives-ouvertes.fr/hal-01096296

T. J. Houghton, Y. Ding, D. J. Griggs, M. Noguer, P. J. Van-der-linden et al., The Scientific Basis, 2001.

S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis et al., The Physical Science Basis, 2007.

T. F. Stoker, D. Qin, G. Plattner, M. Tignor, S. K. Allen et al., The Physical Science Basis, IPCC: Climate Change 2013, 2013.

W. M. Irvine and J. B. Pollack, Infrared optical properties of water and ice spheres, Icarus, vol.8, issue.1-3, pp.324-360, 1968.
DOI : 10.1016/0019-1035(68)90083-3

Z. Jin, T. P. Charlock, R. , and K. , Analysis of Broadband Solar Radiation and Albedo over the Ocean Surface at COVE, AOBSRA>2.0.CO, pp.1585-16011520, 2002.
DOI : 10.1175/1520-0426(2002)019<1585:AOBSRA>2.0.CO;2

Z. Jin, T. P. Charlock, S. Jr, W. L. , R. et al., A parameterization of ocean surface albedo, Geophysical Research Letters, vol.122, issue.22, 2004.
DOI : 10.1029/2004GL021180

Z. Jin, T. P. Charlock, K. Rutledge, G. Cota, R. Kahn et al., Radiative Transfer Modeling for the CLAMS Experiment, Journal of the Atmospheric Sciences, vol.62, issue.4, pp.1053-1071, 2005.
DOI : 10.1175/JAS3351.1

Z. Jin, T. P. Charlock, K. Rutledge, K. Stamnes, W. et al., Analytical solution of radiative transfer in the coupled atmosphere-ocean system with a rough surface, Applied Optics, vol.45, issue.28, pp.7443-7455, 2006.
DOI : 10.1364/AO.45.007443

Z. Jin, Y. Qiao, Y. Wang, Y. Fang, Y. et al., A new parameterization of spectral and broadband ocean surface albedo, Optics Express, vol.19, issue.27, pp.26429-26443, 2011.
DOI : 10.1364/OE.19.026429.m004

E. C. Kent, T. N. Forrester, T. , and P. K. , A comparison of oceanic skin effect parameterizations using shipborne radiometer data, Journal of Geophysical Research: Oceans, vol.100, issue.2, 1996.
DOI : 10.1029/94JC02170

G. E. Kim, M. Pradal, and A. Gnanadesikan, Quantifying the biological impact of surface ocean light attenuation by colored detrital matter in an ESM using a new optical parameterization, Biogeosciences, vol.12, issue.16, pp.5119-5132, 2015.
DOI : 10.5194/bg-12-5119-2015

P. Koepke, Effective reflectance of oceanic whitecaps, Applied Optics, vol.23, issue.11, pp.1816-1824, 1984.
DOI : 10.1364/AO.23.001816

J. C. Larsen and B. R. Barkstrom, Effects of realistic angular reflection laws for the Earth's surface upon calculations of the Earth-atmosphere albedo, Radiation in the Atmosphere, Proceedings of an International Symposium, p.451, 1977.

J. Li, J. Scinocca, M. Lazare, N. Mcfarlane, K. Von-salzen et al., Ocean Surface Albedo and Its Impact on Radiation Balance in Climate Models, Journal of Climate, vol.19, issue.24, pp.6314-6333, 2006.
DOI : 10.1175/JCLI3973.1

T. Li, Y. Bai, G. Li, X. He, C. Chen et al., Effects of ultraviolet radiation on marine primary production with reference to satellite remote sensing, Front, Earth Sci, vol.9, pp.237-247, 2015.

P. J. Lopez and . Roy, Implementation and validation of a new prognostic large-scale cloud and precipitation scheme for climate and data-assimilation purposes, Quarterly Journal of the Royal Meteorological Society, vol.125, issue.579, pp.229-257, 2002.
DOI : 10.1002/qj.49712555707

G. Madec, NEMO ocean engine, Note du Pôle de modélisation, Institut Pierre-Simon Laplace (IPSL), 2008.

V. Masson, P. Le-moigne, E. Martin, S. Faroux, A. Alias et al., The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes, Geosci. Model Dev, pp.929-960, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00968042

W. K. Melville and P. Matusov, Distribution of breaking waves at the ocean surface, Nature, vol.31, issue.8, pp.58-63, 2002.
DOI : 10.1175/1520-0485(2001)031<1498:AHELMF>2.0.CO;2

E. J. Mlawer, S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave, Journal of Geophysical Research: Atmospheres, vol.52, issue.D14, pp.16663-16682, 1997.
DOI : 10.1007/BF00864037

A. Morel and D. Antoine, Heating Rate within the Upper Ocean in Relation to its Bio???optical State, Journal of Physical Oceanography, vol.24, issue.7, pp.1652-16651520, 1994.
DOI : 10.1175/1520-0485(1994)024<1652:HRWTUO>2.0.CO;2

A. Morel and B. Gentili, Diffuse reflectance of oceanic waters: its dependence on Sun angle as influenced by the molecular scattering contribution, Applied Optics, vol.30, issue.30, pp.4427-4438, 1991.
DOI : 10.1364/AO.30.004427

A. Morel and S. Maritorena, Bio-optical properties of oceanic waters: A reappraisal, Journal of Geophysical Research: Oceans, vol.37, issue.C4, pp.7163-7180, 2001.
DOI : 10.1364/AO.37.006525

R. Murtugudde, J. Beauchamp, and C. R. Mcclain, Effects of Penetrative Radiation on the Upper Tropical Ocean Circulation, Journal of Climate, vol.15, issue.5, pp.470-4861520, 2002.
DOI : 10.1175/1520-0442(2002)015<0470:EOPROT>2.0.CO;2

G. Myhre, D. Shindell, F. Bréon, W. Collins, J. Fuglestvedt et al., Anthropogenic and Natural Radiative Forcing , in: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, pp.659-740, 2013.

G. Myhre, O. Boucher, F. Breon, P. Forster, and D. Shindell, Declining uncertainty in transient climate response as CO2 forcing dominates future climate??change, Nature Geoscience, vol.118, issue.3, pp.181-185, 2015.
DOI : 10.5194/acp-13-2939-2013

D. M. Nelson and W. O. Smith, Sverdrup revisited: Critical depths, maximum chlorophyll levels, and the control of Southern Ocean productivity by the irradiance-mixing regime, Limnology and Oceanography, vol.36, issue.8, pp.1650-1661, 1991.
DOI : 10.4319/lo.1991.36.8.1650

J. C. Ohlmann and D. A. Siegel, Ocean Radiant Heating. Part II: Parameterizing Solar Radiation Transmission through the Upper Ocean, Journal of Physical Oceanography, vol.30, issue.8, pp.1849-1865, 2000.
DOI : 10.1175/1520-0485(2000)030<1849:ORHPIP>2.0.CO;2

J. C. Ohlmann, D. A. Siegel, and C. D. Mobley, Ocean Radiant Heating. Part I: Optical Influences, Journal of Physical Oceanography, vol.30, issue.8, pp.1833-1848, 2000.
DOI : 10.1175/1520-0485(2000)030<1833:ORHPIO>2.0.CO;2

A. Otto, F. E. Otto, O. Boucher, J. Church, G. Hegerl et al., Energy budget constraints on climate response, Nature Geoscience, vol.32, issue.6, pp.415-416, 2013.
DOI : 10.1029/2004GL022241

URL : https://hal.archives-ouvertes.fr/hal-01109024

R. E. Payne, Albedo of the Sea Surface, Journal of the Atmospheric Sciences, vol.29, issue.5, pp.959-970, 1972.
DOI : 10.1175/1520-0469(1972)029<0959:AOTSS>2.0.CO;2

J. Piriou, J. Redelsperger, J. Geleyn, J. Lafore, and F. Guichard, An Approach for Convective Parameterization with Memory: Separating Microphysics and Transport in Grid-Scale Equations, Journal of the Atmospheric Sciences, vol.64, issue.11, pp.4127-4139, 2007.
DOI : 10.1175/2007JAS2144.1

R. W. Preisendorfer and C. D. Mobley, Albedos and Glitter Patterns of a Wind-Roughened Sea Surface, J. Phys. Oceanogr, vol.162, pp.1293-1316, 1986.

C. K. Rutledge, G. L. Schuster, T. P. Charlock, F. M. Denn, S. Jr et al., Offshore Radiation Observations for Climate Research at the CERES Ocean Validation Experiment: A New, Laboratory " for Retrieval Algorithm Testing, B. Am. Meteorol. Soc, vol.87, pp.1211-1222, 2006.

R. Séférian, An interactive ocean surface albedo scheme

P. Shanmugam and Y. H. Ahn, Reference solar irradiance spectra and consequences of their disparities in remote sensing of the ocean colour, Annales Geophysicae, vol.25, issue.6, pp.1235-1252, 1235.
DOI : 10.5194/angeo-25-1235-2007

URL : https://hal.archives-ouvertes.fr/hal-00318330

D. A. Siegel, S. C. Doney, and J. A. Yoder, The North Atlantic Spring Phytoplankton Bloom and Sverdrup's Critical Depth Hypothesis, Science, vol.296, issue.5568, pp.730-733, 2002.
DOI : 10.1126/science.1069174

E. D. Smith, Water Characteristics, J. Water Pollut. Con. F, vol.54, pp.541-554, 1982.

T. J. Smyth, Penetration of UV irradiance into the global ocean, Journal of Geophysical Research, vol.101, issue.C11, 2011.
DOI : 10.1029/96JD00225

M. Stramska, Observations of oceanic whitecaps in the north polar waters of the Atlantic, Journal of Geophysical Research, vol.105, issue.C3, 2003.
DOI : 10.1029/2000JC900040

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 : 10.1029/JC081i033p05733

K. E. Taylor, R. J. Stouffer, and G. A. Meehl, An Overview of CMIP5 and the Experiment Design, Bulletin of the American Meteorological Society, vol.93, issue.4, pp.485-498, 2012.
DOI : 10.1175/BAMS-D-11-00094.1

A. Voldoire, E. Sanchez-gomez, D. Salas-y-mélia, B. Decharme, C. Cassou et al., The CNRM-CM5.1 global climate model: description and basic evaluation, The CNRM- CM5.1 global climate model: description and basic evaluation, pp.2091-2121, 2013.
DOI : 10.1175/BAMS-88-4-527

URL : https://hal.archives-ouvertes.fr/hal-00833024

C. H. Whitlock, D. S. Bartlett, and E. A. Gurganus, Sea foam reflectance and influence on optimum wavelength for remote sensing of ocean aerosols, Geophysical Research Letters, vol.20, issue.6, pp.719-722, 1982.
DOI : 10.1364/AO.20.000177

B. A. Wielicki, B. R. Barkstrom, E. F. Harrison, I. Lee, R. B. et al., Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment, 077<0853:CATERE>2.0.CO, pp.853-8681520, 1996.
DOI : 10.1175/1520-0477(1996)077<0853:CATERE>2.0.CO;2

D. K. Woolf, Effect of wind waves on air?sea gas exchange: proposal of an overall CO 2 transfer velocity formula as a function of breaking-wave parameter, Tellus B, vol.57, pp.478-4871021215904955, 2005.

J. Yoder, C. Mcclain, G. Feldman, and W. Esaias, Annual cycles of phytoplankton chlorophyll concentrations in the global ocean: A satellite view, Global Biogeochemical Cycles, vol.350, issue.1, pp.181-193, 1993.
DOI : 10.1029/CO002p0093