On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO

This is a study of heat fluxes and heat budget of the Mediterranean Sea using the European Centre for Medium␣Range Weather Forecasts (ECMWF) 45 year reanalysis data set ERA␣40. The simple use of the ERA␣40 surface flux components fails to close the budget and, in particular, the shortwave radiation...

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Published in:Journal of Geophysical Research
Main Authors: Pettenuzzo, D., Large, W. G., Pinardi, N.
Other Authors: Pettenuzzo, D.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia, Large, W. G.; National Center for Atmospheric Research, Boulder, Colorado, USA, Pinardi, N.; Corso di Scienze Ambientali, Bologna University, Bologna, Italy, Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia, National Center for Atmospheric Research, Boulder, Colorado, USA, Corso di Scienze Ambientali, Bologna University, Bologna, Italy
Format: Article in Journal/Newspaper
Language:English
Published: Journal of Geophysical Research 2010
Subjects:
Online Access:http://hdl.handle.net/2122/6916
https://doi.org/10.1029/2009JC005631
id ftingv:oai:www.earth-prints.org:2122/6916
record_format openpolar
institution Open Polar
collection Earth-Prints (Istituto Nazionale di Geofisica e Vulcanologia)
op_collection_id ftingv
language English
topic Air-sea interactions
Mediterranean Sea
03. Hydrosphere::03.01. General::03.01.05. Operational oceanography
spellingShingle Air-sea interactions
Mediterranean Sea
03. Hydrosphere::03.01. General::03.01.05. Operational oceanography
Pettenuzzo, D.
Large, W. G.
Pinardi, N.
On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
topic_facet Air-sea interactions
Mediterranean Sea
03. Hydrosphere::03.01. General::03.01.05. Operational oceanography
description This is a study of heat fluxes and heat budget of the Mediterranean Sea using the European Centre for Medium␣Range Weather Forecasts (ECMWF) 45 year reanalysis data set ERA␣40. The simple use of the ERA␣40 surface flux components fails to close the budget and, in particular, the shortwave radiation flux is found to be underestimated with respect to observed data by about 10%. The heat flux terms are recomputed and corrected in order to close the heat and freshwater budgets of the Mediterranean basin over the period 1958 to 2001, thus producing a corrected ERA␣40 surface flux data set. Various satellite and in situ observational data are used to construct spatially varying corrections to the ERA␣40 products needed to compute the air␣sea fluxes. The corrected interannual and climatological net surface heat and freshwater fluxes are ␣7 W/m2 and ␣0.64 m/yr, respectively, which are regarded as satisfactorily closing the Mediterranean heat and water budgets. It is also argued that there is an important contribution from large heat losses associated with a few severe winters over the Mediterranean Sea. This is shown to be related to wind regime anomalies, which strongly affect the latent heat of evaporation that is mainly responsible for the interannual modulation of the total heat flux. Furthermore, the surface total heat flux anomaly time series is compared with the North Atlantic Oscillation (NAO) index, and the result is a positive correlation with ocean warming for positive NAO index periods and ocean cooling associated with negative index periods. The OI␣SST products used in this paper were jointly produced by ENEA Department of Environment, Global Change and Sustainable Development and Gruppo Oceanografia da Satellite (GOS) of the CNR␣ISAC (Istituto di Scienze dell’Atmosfera e del Clima) as part of the EU project MFSTEP (EVK3␣CT␣2002␣00075). The National Center for Atmospheric Research is sponsored by the National Science Foun- dation. The in situ AGIP data were kindly supplied by ENI␣AGIP division, Milan. ...
author2 Pettenuzzo, D.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia
Large, W. G.; National Center for Atmospheric Research, Boulder, Colorado, USA
Pinardi, N.; Corso di Scienze Ambientali, Bologna University, Bologna, Italy
Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia
National Center for Atmospheric Research, Boulder, Colorado, USA
Corso di Scienze Ambientali, Bologna University, Bologna, Italy
format Article in Journal/Newspaper
author Pettenuzzo, D.
Large, W. G.
Pinardi, N.
author_facet Pettenuzzo, D.
Large, W. G.
Pinardi, N.
author_sort Pettenuzzo, D.
title On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
title_short On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
title_full On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
title_fullStr On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
title_full_unstemmed On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO
title_sort on the corrections of era-40 surface flux products consistent with the mediterranean heat and water budgets and the connection between basin surface total heat flux and nao
publisher Journal of Geophysical Research
publishDate 2010
url http://hdl.handle.net/2122/6916
https://doi.org/10.1029/2009JC005631
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation Journal of Geophysical Research
/115(2010)
Bethoux, J. P. (1979), Budgets of the Mediterranean Sea: Their dependence on the local climate and on the characteristics of the Atlantic waters, Oceanol. Acta, 2, 157–163. Bethoux, J. P., and B. Gentili (1994), The Mediterranean Sea: A test area for marine and climatic interaction, in Ocean Processes in Climate Dynam- ics: Global and Mediterranean Examples, edited by P. Malanotte␣Rizzoli and A. R. Robinson, pp. 239–254, Kluwer Acad., Dordrecht, Netherlands. Bignami, F., S. Marullo, R. Santoleri, and M. E. Schiano (1995), Long wave radiation budget on the Mediterranean Sea, J. Geophys. Res., 100, 2501–2514, doi:10.1029/94JC02496. Boukthir, M., and B. Barnier (2000), Seasonal and inter␣annual variations in the surface freshwater flux in the Mediterranean Sea from the ECMWF re␣analysis project, J. Mar. Syst., 24, 343–354, doi:10.1016/S0924-7963 (99)00094-9. Castellari, S., N. Pinardi, and K. Leaman (1998), A model study of air␣sea interactions in the Mediterranean Sea, J. Mar. Syst., 18, 89–114, doi:10.1016/S0924-7963(98)90007-0. Chin, T. M., R. F. Milliff, and W. G. Large (1998), Basin␣scale, high␣wave number sea surface wind fields from a multiresolution analysis of scatte- rometer data, J. Atmos. Oceanic Technol., 15, 741–763, doi:10.1175/ 1520-0426(1998)015<0741:BSHWSS>2.0.CO;2. Denman, K. L., and M. Miyake (1973), Upper layer modification at ocean station papa: Observations and simulation, J. Phys. Oceanogr., 3, 185–196, doi:10.1175/1520-0485(1973)003<0185:ULMAOS>2.0.CO;2. Fairall, C. W., E. F. Bradley, J. E. Hare, A. A. Grachev, and J. B. Edson (2003), Bulk parameterization of air␣sea fluxes: Updates and verification for the COARE algorithm, J. Clim., 16, 571–591, doi:10.1175/1520- 0442(2003)016<0571:BPOASF>2.0.CO;2. Garrett, C., R. Outerbridge, and K. Thompson (1993), Interannual variabil- ity in Mediterranean heat and buoyancy fluxes, J. Clim., 6, 900–910, doi:10.1175/1520-0442(1993)006<0900:IVIMHA>2.0.CO;2. Gilman, C., and C. Garrett (1994), Heat flux parameterizations for the Med- iterranean Sea: The role of atmospheric aerosol and constraints from the water budget, J. Geophys. Res., 99, 5119–5134, doi:10.1029/93JC03069. Griffies, S., et al. (2008), Coordinated ocean␣ice reference experiments (cores), Ocean Modell., 11, 59–74. Grist, J., and S. Josey (2003), Inverse analysis adjustments of the SOC air␣ sea flux climatology using ocean heat transport constraints, J. Clim., 16, 3274–3295, doi:10.1175/1520-0442(2003)016<3274:IAAOTS>2.0. CO;2. Hurrell, J. W., Y. Kushnir, and M. Visbeck (2001), The North Atlantic Oscillation, Science, 291, 603–605, doi:10.1126/science.1058761. Isemer, H. J., J. Willebrand, and L. Hasse (1989), Fine adjustment of large scale air␣sea energy flux parameterizations by direct estimates of ocean heat transport, J. Clim., 2, 1173–1184, doi:10.1175/1520-0442(1989) 002<1173:FAOLSA>2.0.CO;2. Josey, S. A., E. C. Kent, and P. K. Taylor (1998), The Southampton Ocean- ography Centre (SOC) Ocean␣Atmosphere heat, momentum and fresh- water flux atlas, report, Natl. Oceanogr. Cent., Southampton, U. K. Kara, A. B., H. E. Hurlburt, and A. J. Wallcraft (2005), Stability␣dependent exchange coefficients for air␣sea fluxes, J. Atmos. Oceanic Technol., 22, 1080–1094, doi:10.1175/JTECH1747.1. Kondo, J. (1975), Air␣sea bulk transfer coefficients in diabatic condition, Boundary Layer Meteorol., 9, 91–112, doi:10.1007/BF00232256. Large, W. G., and S. G. Yeager (2009), The global climatology of an inter- annually varying air␣sea flux data set, Clim. Dyn., 33, 341–364, doi:10.1007/s00382-008-0441-3. Lowe, P. R. (1977), An approximating polynomial for the computation of saturation vapor pressure, J. Appl. Meteorol., 16, 100–103, doi:10.1175/ 1520-0450(1977)016<0100:AAPFTC>2.0.CO;2. Macdonald, A., J. Candela, and H. L. Bryden (1994), An estimate of the net heat transport through the strait of Gibraltar, in Seasonal and Interannual Variability of the Western Mediterranean Sea, Coastal Estuarine Stud. Ser., vol. 46, edited by P. E. La Violette, pp. 13–32, AGU, Washington, D. C. Mariotti, A., and M. V. Struglia (2002), The hydrological cycle in the Med- iterranean region and implications for the water budget of the Mediterra- nean Sea, J. Clim., 15, 1674–1690, doi:10.1175/1520-0442(2002) 015<1674:THCITM>2.0.CO;2.Marullo, S., B. B. Nardelli, M. Guarracino, and R. Santoleri (2007), Observing the Mediterranean Sea from space: 21 years of Pathfinder␣ AVHRR sea surface temperature (1985 to 2005): Re␣analysis and valida- tion, Ocean Sci., 3, 299–310, doi:10.5194/os-3-299-2007. Payne, R. E. (1972), Albedo of the sea surface, J. Atmos. Sci., 29, 959–970, doi:10.1175/1520-0469(1972)029<0959:AOTSS>2.0.CO;2. Pinardi, N., I. Allen, E. Demirov, P. De Mey, G. Korres, A. Lascaratos, P. Y. Le Traon, C. Maillard, G. Manzella, and C. Tziavos (2003), The Mediterranean ocean forecasting system: First phase of implementation (1998–2001), Ann. Geophys., 21, 3–20. Reed, R. K. (1977), On estimating insolation over the ocean, J. Phys. Oceanogr., 7, 482–485, doi:10.1175/1520-0485(1977)007<0482:OEIOTO>2.0. CO;2. Rixen, M., et al. (2005), The western Mediterranean deep water: A proxy for climate change, Geophys. Res. Lett., 32, L12608, doi:10.1029/ 2005GL022702. Rosati, A., and K. Miyakoda (1988), A general circulation model for upper ocean simulation, J. Phys. Oceanogr., 18, 1601–1626, doi:10.1175/1520- 0485(1988)018<1601:AGCMFU>2.0.CO;2. Stammer, D., K. Ueyoshi, W. G. Large, S. Josey, and C. Wunsch (2004), Estimating air␣sea fluxes of heat, freshwater and momentum through global ocean data assimilation, J. Geophys. Res., 109, C05023, doi:10.1029/2003JC002082. Tolmazin, D. (1985), Changing coastal oceanography of the black sea. Part II: Mediterranean effluent, Prog. Oceanogr., 15, 277–316, doi:10.1016/0079- 6611(85)90039-4. Tonani, M., N. Pinardi, S. Dobricic, I. Pujol, and C. Fratianni (2008), A high␣resolution free␣surface model of the Mediterranean Sea, Ocean Sci., 4, 1–14, doi:10.5194/os-4-1-2008.Tragou, E., and A. Lascaratos (2003), Role of aerosols on the Mediterra- nean solar radiation, J. Geophys. Res., 108(C2), 3025, doi:10.1029/ 2001JC001258. Uppala, S. M., et al. (2005), The ERA␣40 re␣analysis, Q. J. R. Meteorol. Soc., 131, 2961–3012, doi:10.1256/qj.04.176. Woodruff, S. D., R. J. Slutz, R. L. Jenne, and P. M. Steurer (1987), A com- prehensive ocean␣atmosphere data set, Bull. Am. Meteorol. Soc., 68, 1239–1250, doi:10.1175/1520-0477(1987)068<1239:ACOADS>2.0. CO;2. Xie, P., and P. A. Arkin (1996), Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model pre- dictions, J. Clim., 9, 840–858, doi:10.1175/1520-0442(1996)009<0840: AOGMPU>2.0.CO;2. Yu, L., and R. A. Weller (2007), Objectively analyzed air␣sea heat fluxes for the global ice␣free oceans (1981–2005), Bull. Am. Meteorol. Soc., 88, 527–539, doi:10.1175/BAMS-88-4-527. Zhang, Y., W. B. Rossow, A. A. Lacis, V. Oinas, and M. I. Mishchenko (2004), Calculation of radiative fluxes from the surface to top of atmo- sphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data, J. Geophys. Res., 109, D19105, doi:10.1029/2003JD004457. W. G. Large, National Center for Atmospheric Research, 1850 Table Mesa Dr., Boulder, CO 80305, USA. D. Pettenuzzo, Istituto Nazionale di Geofisica e Vulcanologia, Viale Aldo Moro 44, I␣40127 Bologna, Italy. (pettenuzzo@bo.ingv.it) N. Pinardi, Corso di Scienze Ambientali, Bologna University, Viale Aldo Moro 44, I␣40127 Bologna, Italy.
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spelling ftingv:oai:www.earth-prints.org:2122/6916 2023-05-15T17:36:55+02:00 On the corrections of ERA-40 surface flux products consistent with the Mediterranean heat and water budgets and the connection between basin surface total heat flux and NAO Pettenuzzo, D. Large, W. G. Pinardi, N. Pettenuzzo, D.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia Large, W. G.; National Center for Atmospheric Research, Boulder, Colorado, USA Pinardi, N.; Corso di Scienze Ambientali, Bologna University, Bologna, Italy Istituto Nazionale di Geofisica e Vulcanologia, Sezione Bologna, Bologna, Italia National Center for Atmospheric Research, Boulder, Colorado, USA Corso di Scienze Ambientali, Bologna University, Bologna, Italy 2010-06-25 http://hdl.handle.net/2122/6916 https://doi.org/10.1029/2009JC005631 en eng Journal of Geophysical Research Journal of Geophysical Research /115(2010) Bethoux, J. P. (1979), Budgets of the Mediterranean Sea: Their dependence on the local climate and on the characteristics of the Atlantic waters, Oceanol. Acta, 2, 157–163. Bethoux, J. P., and B. Gentili (1994), The Mediterranean Sea: A test area for marine and climatic interaction, in Ocean Processes in Climate Dynam- ics: Global and Mediterranean Examples, edited by P. Malanotte␣Rizzoli and A. R. Robinson, pp. 239–254, Kluwer Acad., Dordrecht, Netherlands. Bignami, F., S. Marullo, R. Santoleri, and M. E. Schiano (1995), Long wave radiation budget on the Mediterranean Sea, J. Geophys. Res., 100, 2501–2514, doi:10.1029/94JC02496. Boukthir, M., and B. Barnier (2000), Seasonal and inter␣annual variations in the surface freshwater flux in the Mediterranean Sea from the ECMWF re␣analysis project, J. Mar. Syst., 24, 343–354, doi:10.1016/S0924-7963 (99)00094-9. Castellari, S., N. Pinardi, and K. Leaman (1998), A model study of air␣sea interactions in the Mediterranean Sea, J. Mar. Syst., 18, 89–114, doi:10.1016/S0924-7963(98)90007-0. Chin, T. M., R. F. Milliff, and W. G. Large (1998), Basin␣scale, high␣wave number sea surface wind fields from a multiresolution analysis of scatte- rometer data, J. Atmos. Oceanic Technol., 15, 741–763, doi:10.1175/ 1520-0426(1998)015<0741:BSHWSS>2.0.CO;2. Denman, K. L., and M. Miyake (1973), Upper layer modification at ocean station papa: Observations and simulation, J. Phys. Oceanogr., 3, 185–196, doi:10.1175/1520-0485(1973)003<0185:ULMAOS>2.0.CO;2. Fairall, C. W., E. F. Bradley, J. E. Hare, A. A. Grachev, and J. B. Edson (2003), Bulk parameterization of air␣sea fluxes: Updates and verification for the COARE algorithm, J. Clim., 16, 571–591, doi:10.1175/1520- 0442(2003)016<0571:BPOASF>2.0.CO;2. Garrett, C., R. Outerbridge, and K. Thompson (1993), Interannual variabil- ity in Mediterranean heat and buoyancy fluxes, J. Clim., 6, 900–910, doi:10.1175/1520-0442(1993)006<0900:IVIMHA>2.0.CO;2. Gilman, C., and C. Garrett (1994), Heat flux parameterizations for the Med- iterranean Sea: The role of atmospheric aerosol and constraints from the water budget, J. Geophys. Res., 99, 5119–5134, doi:10.1029/93JC03069. Griffies, S., et al. (2008), Coordinated ocean␣ice reference experiments (cores), Ocean Modell., 11, 59–74. Grist, J., and S. Josey (2003), Inverse analysis adjustments of the SOC air␣ sea flux climatology using ocean heat transport constraints, J. Clim., 16, 3274–3295, doi:10.1175/1520-0442(2003)016<3274:IAAOTS>2.0. CO;2. Hurrell, J. W., Y. Kushnir, and M. Visbeck (2001), The North Atlantic Oscillation, Science, 291, 603–605, doi:10.1126/science.1058761. Isemer, H. J., J. Willebrand, and L. Hasse (1989), Fine adjustment of large scale air␣sea energy flux parameterizations by direct estimates of ocean heat transport, J. Clim., 2, 1173–1184, doi:10.1175/1520-0442(1989) 002<1173:FAOLSA>2.0.CO;2. Josey, S. A., E. C. Kent, and P. K. Taylor (1998), The Southampton Ocean- ography Centre (SOC) Ocean␣Atmosphere heat, momentum and fresh- water flux atlas, report, Natl. Oceanogr. Cent., Southampton, U. K. Kara, A. B., H. E. Hurlburt, and A. J. Wallcraft (2005), Stability␣dependent exchange coefficients for air␣sea fluxes, J. Atmos. Oceanic Technol., 22, 1080–1094, doi:10.1175/JTECH1747.1. Kondo, J. (1975), Air␣sea bulk transfer coefficients in diabatic condition, Boundary Layer Meteorol., 9, 91–112, doi:10.1007/BF00232256. Large, W. G., and S. G. Yeager (2009), The global climatology of an inter- annually varying air␣sea flux data set, Clim. Dyn., 33, 341–364, doi:10.1007/s00382-008-0441-3. Lowe, P. R. (1977), An approximating polynomial for the computation of saturation vapor pressure, J. Appl. Meteorol., 16, 100–103, doi:10.1175/ 1520-0450(1977)016<0100:AAPFTC>2.0.CO;2. Macdonald, A., J. Candela, and H. L. Bryden (1994), An estimate of the net heat transport through the strait of Gibraltar, in Seasonal and Interannual Variability of the Western Mediterranean Sea, Coastal Estuarine Stud. Ser., vol. 46, edited by P. E. La Violette, pp. 13–32, AGU, Washington, D. C. Mariotti, A., and M. V. Struglia (2002), The hydrological cycle in the Med- iterranean region and implications for the water budget of the Mediterra- nean Sea, J. Clim., 15, 1674–1690, doi:10.1175/1520-0442(2002) 015<1674:THCITM>2.0.CO;2.Marullo, S., B. B. Nardelli, M. Guarracino, and R. Santoleri (2007), Observing the Mediterranean Sea from space: 21 years of Pathfinder␣ AVHRR sea surface temperature (1985 to 2005): Re␣analysis and valida- tion, Ocean Sci., 3, 299–310, doi:10.5194/os-3-299-2007. Payne, R. E. (1972), Albedo of the sea surface, J. Atmos. Sci., 29, 959–970, doi:10.1175/1520-0469(1972)029<0959:AOTSS>2.0.CO;2. Pinardi, N., I. Allen, E. Demirov, P. De Mey, G. Korres, A. Lascaratos, P. Y. Le Traon, C. Maillard, G. Manzella, and C. Tziavos (2003), The Mediterranean ocean forecasting system: First phase of implementation (1998–2001), Ann. Geophys., 21, 3–20. Reed, R. K. (1977), On estimating insolation over the ocean, J. Phys. Oceanogr., 7, 482–485, doi:10.1175/1520-0485(1977)007<0482:OEIOTO>2.0. CO;2. Rixen, M., et al. (2005), The western Mediterranean deep water: A proxy for climate change, Geophys. Res. Lett., 32, L12608, doi:10.1029/ 2005GL022702. Rosati, A., and K. Miyakoda (1988), A general circulation model for upper ocean simulation, J. Phys. Oceanogr., 18, 1601–1626, doi:10.1175/1520- 0485(1988)018<1601:AGCMFU>2.0.CO;2. Stammer, D., K. Ueyoshi, W. G. Large, S. Josey, and C. Wunsch (2004), Estimating air␣sea fluxes of heat, freshwater and momentum through global ocean data assimilation, J. Geophys. Res., 109, C05023, doi:10.1029/2003JC002082. Tolmazin, D. (1985), Changing coastal oceanography of the black sea. Part II: Mediterranean effluent, Prog. Oceanogr., 15, 277–316, doi:10.1016/0079- 6611(85)90039-4. Tonani, M., N. Pinardi, S. Dobricic, I. Pujol, and C. Fratianni (2008), A high␣resolution free␣surface model of the Mediterranean Sea, Ocean Sci., 4, 1–14, doi:10.5194/os-4-1-2008.Tragou, E., and A. Lascaratos (2003), Role of aerosols on the Mediterra- nean solar radiation, J. Geophys. Res., 108(C2), 3025, doi:10.1029/ 2001JC001258. Uppala, S. M., et al. (2005), The ERA␣40 re␣analysis, Q. J. R. Meteorol. Soc., 131, 2961–3012, doi:10.1256/qj.04.176. Woodruff, S. D., R. J. Slutz, R. L. Jenne, and P. M. Steurer (1987), A com- prehensive ocean␣atmosphere data set, Bull. Am. Meteorol. Soc., 68, 1239–1250, doi:10.1175/1520-0477(1987)068<1239:ACOADS>2.0. CO;2. Xie, P., and P. A. Arkin (1996), Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model pre- dictions, J. Clim., 9, 840–858, doi:10.1175/1520-0442(1996)009<0840: AOGMPU>2.0.CO;2. Yu, L., and R. A. Weller (2007), Objectively analyzed air␣sea heat fluxes for the global ice␣free oceans (1981–2005), Bull. Am. Meteorol. Soc., 88, 527–539, doi:10.1175/BAMS-88-4-527. Zhang, Y., W. B. Rossow, A. A. Lacis, V. Oinas, and M. I. Mishchenko (2004), Calculation of radiative fluxes from the surface to top of atmo- sphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data, J. Geophys. Res., 109, D19105, doi:10.1029/2003JD004457. W. G. Large, National Center for Atmospheric Research, 1850 Table Mesa Dr., Boulder, CO 80305, USA. D. Pettenuzzo, Istituto Nazionale di Geofisica e Vulcanologia, Viale Aldo Moro 44, I␣40127 Bologna, Italy. (pettenuzzo@bo.ingv.it) N. Pinardi, Corso di Scienze Ambientali, Bologna University, Viale Aldo Moro 44, I␣40127 Bologna, Italy. http://hdl.handle.net/2122/6916 doi:10.1029/2009JC005631 restricted Air-sea interactions Mediterranean Sea 03. Hydrosphere::03.01. General::03.01.05. Operational oceanography article 2010 ftingv https://doi.org/10.1029/2009JC005631 https://doi.org/10.1029/94JC02496 2022-07-29T06:05:56Z This is a study of heat fluxes and heat budget of the Mediterranean Sea using the European Centre for Medium␣Range Weather Forecasts (ECMWF) 45 year reanalysis data set ERA␣40. The simple use of the ERA␣40 surface flux components fails to close the budget and, in particular, the shortwave radiation flux is found to be underestimated with respect to observed data by about 10%. The heat flux terms are recomputed and corrected in order to close the heat and freshwater budgets of the Mediterranean basin over the period 1958 to 2001, thus producing a corrected ERA␣40 surface flux data set. Various satellite and in situ observational data are used to construct spatially varying corrections to the ERA␣40 products needed to compute the air␣sea fluxes. The corrected interannual and climatological net surface heat and freshwater fluxes are ␣7 W/m2 and ␣0.64 m/yr, respectively, which are regarded as satisfactorily closing the Mediterranean heat and water budgets. It is also argued that there is an important contribution from large heat losses associated with a few severe winters over the Mediterranean Sea. This is shown to be related to wind regime anomalies, which strongly affect the latent heat of evaporation that is mainly responsible for the interannual modulation of the total heat flux. Furthermore, the surface total heat flux anomaly time series is compared with the North Atlantic Oscillation (NAO) index, and the result is a positive correlation with ocean warming for positive NAO index periods and ocean cooling associated with negative index periods. The OI␣SST products used in this paper were jointly produced by ENEA Department of Environment, Global Change and Sustainable Development and Gruppo Oceanografia da Satellite (GOS) of the CNR␣ISAC (Istituto di Scienze dell’Atmosfera e del Clima) as part of the EU project MFSTEP (EVK3␣CT␣2002␣00075). The National Center for Atmospheric Research is sponsored by the National Science Foun- dation. The in situ AGIP data were kindly supplied by ENI␣AGIP division, Milan. ... Article in Journal/Newspaper North Atlantic North Atlantic oscillation Earth-Prints (Istituto Nazionale di Geofisica e Vulcanologia) Journal of Geophysical Research 115 C6