Barth, Alexander ; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO) > GeoHydrodynamics and Environment Research (GHER)
Beckers, Jean-Marie ; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO) > GeoHydrodynamics and Environment Research (GHER)
Brankart, J. M.; CNRS LGGE, Université de Grenoble 1, Grenoble, France
Brasseur, P.; CNRS LGGE, Université de Grenoble 1, Grenoble, France
Candille, G.; CNRS LGGE, Université de Grenoble 1, Grenoble, France
Language :
English
Title :
Comparison of different incremental analysis update schemes in a realistic assimilation system with Ensemble Kalman Filter
Publication date :
2017
Journal title :
Ocean Modelling
ISSN :
1463-5003
eISSN :
1463-5011
Publisher :
Elsevier Ltd
Volume :
115
Pages :
27-41
Peer reviewed :
Peer Reviewed verified by ORBi
European Projects :
FP7 - 283580 - SANGOMA - Stochastic Assimilation for the Next Generation Ocean Model Applications
Adcroft, A., Hill, C., Marshall, J., Representation of topography by shaved cells in a height coordinate ocean model. Mon. Weather Rev. 125:9 (1997), 2293–2315.
Alves, O., Balmaseda, M., Anderson, D., Stockdale, T., Sensitivity of dynamical seasonal forecasts to ocean initial conditions. Q. J. Meteorolog. Soc. 130 (2004), 647–667.
Arakawa, A., Lamb, V., A potential enstrophy and energy conserving scheme for the shallow water equations. Mon. Weather Rev. 109 (1981), 18–36.
Barnier, B., Madec, G., Penduff, T., Molines, J., Treguier, A., Sommer, J.L., Beckmann, A., Biastoch, A., Böning, C., Dengg, J., Derval, C., Durand, E., Gulev, S., Remy, E., Talandier, C., Theetten, S., Maltrud, M., McClean, J., Cuevas, B.D., Impact of partial steps and momentum advection schemes in a global ocean circulation model at eddy-permitting resolution. Ocean Dyn. 56 (2006), 543–567, 10.1007/s10236-006-0082-1.
Barth, A., Alvera-Azcárate, A., Beckers, J., Rixen, M., Vandenbulcke, L., Multigrid state vector for data assimilation in a two-way nested model of the Ligurian sea. J. Mar. Syst. 65:1–4 (2007), 41–59, 10.1016/j.jmarsys.2005.07.006.
Barth, A., Alvera-Azcárate, A., Beckers, J., Staneva, J., Stanev, E.V., Schulz-Stellenfleth, J., Correcting surface winds by assimilating High-Frequency Radar surface currents in the German Bight. Ocean Dyn. 61 (2011), 599–610, 10.1007/s10236-010-0369-0.
Barth, A., Alvera-Azcárate, A., Weisberg, R., Assimilation of high-frequency radar currents in a nested model of the west Florida shelf. J. Geophys. Res. - Oceans 113:C08033 (2008), 1–15, 10.1029/2007JC004585.
Blanke, B., Delecluse, P., Variability of the tropical Atlantic ocean simulated by a general circulation model with two different mixed layer physics. J. Phys. Oceanogr. 23 (1993), 1363–1388.
Bloom, S., Takacs, L., Silva, A.D., Ledvina, D., Data assimilation using incremental analysis updates. Mon. Weather Rev. 124 (1996), 1256–1271.
Bonjean, F., Lagerloef, G., Diagnostic model and analysis of the surface currents in the tropical Pacific ocean. J. Phys. Oceanogr. 32 (2002), 2938–2954.
Candille, G., Brankart, J., Brasseur, P., Assessment of an ensemble system that assimilates Jason-1/Envisat altimeter data in a probabilistic model of the North Atlantic ocean circulation. Ocean Sci. Discuss. 11:6 (2014), 2647–2690.
Candille, G., Côté, C., Houtekamer, P., Pellerin, G., Verification of an ensemble prediction system against observations. Mon. Weather Rev. 135 (2006), 2688–2699.
Carton, J., Chepurin, G., Cao, X., Giese, B., A simple ocean data assimilation analysis of the global upper ocean 1950-95. Part I: methodology. J. Phys. Oceanogr. 30 (2000), 294–309.
Casati, B., Wilson, L.J., Stephenson, D.B., Nurmi, P., Ghelli, A., Pocernich, M., Damrath, U., Ebert, E.E., Brown, B.G., Masonh, S., Forecast verification: current status and future directions. Meteorol. Appl. 15:1 (2008), 3–18.
Casey, K.S., Brandon, T.B., Cornillon, P., Evans, R., The past, present, and future of the AVHRR pathfinder SST program. Barale, V., Gower, J., Alberotanza, L., (eds.) Oceanography from Space, 2010, Springer, 273–287.
Cosme, E., Brankart, J., Verron, J., Brasseur, P., Krysta, M., Implementation of a reduced rank square-root smoother for high resolution ocean data assimilation. Ocean Modell. 33 (2010), 87–100, 10.1016/j.ocemod.2009.12.004.
Davis, R., Observing the general circulation with floats. Deep Sea Res. Part A - Oceanogr. Res. Pap. 38 (1991), s531–s571.
Dee, D.P., Uppala, S.M., Simmons, A.J., Berrisford, P., Poli, P., Kobayashi, S., Andrae, U., Balmaseda, M.A., Balsamo, G., Bauer, P., Bechtold, P., Beljaars, A.C.M., van de Berg, L., Bidlot, J., Bormann, N., Delsol, C., Dragani, R., Fuentes, M., Geer, A.J., Haimberger, L., Healy, S.B., Hersbach, H., Hólm, E.V., Isaksen, L., Kållberg, P., Köhler, M., Matricardi, M., McNally, A.P., Monge-Sanz, B.M., Morcrette, J.-J., Park, B.-K., Peubey, C., de Rosnay, P., Tavolato, C., Thépaut, J.-N., Vitart, F., The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q. J. R. Meteorol. Soc. 137:656 (2011), 553–597, 10.1002/qj.828.
Evensen, G., Sampling strategies and square root analysis schemes for the EnKF. Ocean Dyn. 54 (2004), 539–560, 10.1007/s10236-004-0099-2.
Ferry, N., Parent, L., Garric, G., Drevillon, M., Desportes, C., Bricaud, C., Hernandez, F., Scientific Validation Report (ScVR) for Reprocessed Analysis and Reanalysis. Technical Report, 2012, Mecartor Océan.
Garnier, F., Brankart, J., Brasseur, P., Cosme, E., Stochastic parameterizations of biogeochemical uncertainties in a 1/4° NEMO/PISCES model for probabilistic comparisons with ocean color data. J. Marine Syst. 155 (2015), 59–72.
Hamill, T., Interpretation of rank histograms for verifying ensemble forecasts. Mon. Weather Rev. 129 (2000), 550–560.
Hersbach, H., Decomposition of the continuous ranked probability score for ensemble prediction system. Weather Forecasting 15:5 (2000), 559–570.
Huang, B., Kinter, J., Schopf, P., Ocean data assimilation using intermittent analyses and continuous model error correction. Adv. Atmos. Sci 19 (2002), 965–993.
Kantha, L.H., Clayson, C.A., Numerical Models of Oceans and Oceanic Processes. first ed., 2000, Academic Press.
Levitus, S., Boyer, T., Conkright, M., Brien, T.O., Antonov, J., Stephens, C., Stathoplos, L., Johnson, D., Gelfeld, R., NOAA Atlas NESDIS 18,World Ocean Database 1998: Volume 1: Introduction. 1998, U.S. Government Printing Office, Washington, D.C.
Marmain, J., Molcard, A., Forget, P., Barth, A., Ourmières, Y., Assimilation of HF radar surface currents to optimize forcing in the northwestern Mediterranean Sea. Nonlinear Processes Geophys. 21 (2014), 659–675, 10.5194/npg-21-659-2014.
Ourmières, Y., Brankart, J., Berline, L., Brasseur, P., Verron, J., Incremental analysis update implementation into a sequential ocean data assimilation system. J. Atmos. Oceanic Technol. 23 (2006), 1729–1744.
Resti, A., Benveniste, J., Roca, M., Levrini, G., Johannessen, J., The ENVISAT radar altimeter system (RA-2). ESA Bull.(98), 1999, 1–8.
Roemmich, D., the Argo Steering Team, Argo: the challenge of continuing 10 years of progress. Oceanography 22:3 (2009), 46–55.
Stanski, H., Wilson, L., Burrows, W., Survey of common verification methods in meteorology. Atmospheric Environment Service, 1989, Forecast Research Division.
Talagrand, O., Vautard, R., Strauss, B., Evaluation of probabilistic prediction systems. Workshop on Predictability, 1999, 1–25.
Testut, C., Brasseur, P., Brankart, J., Verron, J., Assimilation of sea-surface temperature and altimetric observations during 1992-1993 into an eddy permitting primitive equation model of the North Atlantic Ocean. J. Marine Syst. 40–41 (2003), 291–316, 10.1016/S0924-7963(03)00022-8.
Toth, Z., Talagrand, O., Candille, G., Zhu, Y., Probability and ensemble forecasts. Jolliffe, I., Stephenson, D., (eds.) Forecast Verification: A Practitioner's Guide in Atmospheric Science, 2003, John Wiley & Son.
Vandenbulcke, L., Barth, A., Rixen, M., Alvera-Azcárate, A., Bouallegu, Z.B., Beckers, J., Study of the combined effects of data assimilation and grid nesting in ocean models: Application to the Gulf of Lions. Ocean Sci. 2:2 (2006), 213–222, 10.5194/os-2-213-2006.
Vandenbulcke, L., Capet, A., Beckers, J., Onboard implementation of the GHER model for the black sea, with SST and CTD data assimilation. J. Oper. Oceanogr. 3:2 (2010), 47–54.
Yan, Y., Barth, A., Beckers, J., Comparison of different assimilation schemes in a sequential Kalman filter assimilation system. Ocean Modell. 73 (2014), 123–137.
Yan, Y., Barth, A., Beckers, J., Candille, G., Brankart, J., Brasseur, P., Ensemble assimilation of ARGO temperature profile, sea surface temperature, and altimetric satellite data into an eddy permitting primitive equation model of the North Atlantic Ocean. J. Geophys. Res. 120 (2015), 5134–5157.
