The DOI matches its Crossref record; 54 of the 54 references it cites were found in a registry or an index.
Recent updates to the Copernicus Marine Service global ocean monitoring and forecasting real-time 1∕12° high-resolution system
Open accessAbstract
Abstract. Since 19 October 2016, and in the framework of Copernicus Marine Environment Monitoring Service (CMEMS), Mercator Ocean has delivered real-time daily services (weekly analyses and daily 10-day forecasts) with a new global 1∕12∘ high-resolution (eddy-resolving) monitoring and forecasting system. The model component is the NEMO platform driven at the surface by the IFS ECMWF atmospheric analyses and forecasts. Observations are assimilated by means of a reduced-order Kalman filter with a three-dimensional multivariate modal decomposition of the background error. Along-track altimeter data, satellite sea surface temperature, sea ice concentration, and in situ temperature and salinity vertical profiles are jointly assimilated to estimate the initial conditions for numerical ocean forecasting. A 3D-VAR scheme provides a correction for the slowly evolving large-scale biases in temperature and salinity. This paper describes the recent updates applied to the system and discusses the importance of fine tuning an ocean monitoring and forecasting system. It details more particularly the impact of the initialization, the correction of precipitation, the assimilation of climatological temperature and salinity in the deep ocean, the construction of the background error covariance and the adaptive tuning of observation error on increasing the realism of the analysis and forecasts. The scientific assessment of the ocean estimations are illustrated with diagnostics over some particular years, assorted with time series over the time period 2007–2016. The overall impact of the integration of all updates on the product quality is also discussed, highlighting a gain in performance and reliability of the current global monitoring and forecasting system compared to its previous version.
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The ERA‐Interim reanalysis: configuration and performance of the data assimilation system
Dee, D. P., Uppala, S. M., Simmons, A. J., Berrisford, P., Poli, P., Kobayashi, S., Andrae, U., Balmaseda, M. A., Balsamo, G., Bauer, P., et al. (2011) · Quarterly Journal of the Royal Meteorological Society · doi:10.1002/qj.828 · Cited by 24,480
ETOPO1 arc-minute global relief model : procedures, data sources and analysis
Amante, C., & Eakins, B. W. (2009) · NOAA Institutional Repository · Cited by 3,095
Good, S. A., Martin, M. J., & Rayner, N. A. (2013) · Journal of Geophysical Research: Oceans · doi:10.1002/2013jc009067 · Cited by 1,861
The global climatology of an interannually varying air-sea flux data set.
Large, W. G., & Yeager, S. G. (2009) · Climate Dynamics · doi:10.1007/s00382-008-0441-3 · Cited by 1,636
Global Bathymetry and Elevation Data at 30 Arc Seconds Resolution: SRTM30_PLUS
Becker, J. J., Sandwell, D. T., Smith, W. H. F., Braud, J., Binder, B., Depner, J., Fabre, D., Factor, J., Ingalls, S., Kim, S.-H., et al. (2009) · Marine Geodesy · doi:10.1080/01490410903297766 · Cited by 1,560
An Elastic–Viscous–Plastic Model for Sea Ice Dynamics
Hunke, E. C., & Dukowicz, J. K. (1997) · Journal of Physical Oceanography · doi:10.1175/1520-0485(1997)027<1849:aevpmf>2.0.co;2 · Cited by 1,261
Estimates of Freshwater Discharge from Continents: Latitudinal and Seasonal Variations
Dai, A., & Trenberth, K. E. (2002) · Journal of Hydrometeorology · doi:10.1175/1525-7541(2002)003<0660:eofdfc>2.0.co;2 · Cited by 1,237
Sensitivity of a global sea ice model to the treatment of ice thermodynamics and dynamics
Fichefet, T., & Maqueda, M. A. M. (1997) · Journal of Geophysical Research: Oceans · doi:10.1029/97jc00480 · Cited by 1,027
Roemmich, D., & Gilson, J. (2009) · Progress in Oceanography · doi:10.1016/j.pocean.2009.03.004 · Cited by 1,016
Diagnosis of observation, background and analysis‐error statistics in observation space
Desroziers, G., Berre, L., Chapnik, B., & Poli, P. (2005) · Quarterly Journal of the Royal Meteorological Society · doi:10.1256/qj.05.108 · Cited by 971
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Gasparin, F., Guinehut, S., Mao, C., Mirouze, I., Rémy, E., King, R. R., Hamon, M., Reid, R., Storto, A., Le Traon, P.-Y., et al. (2019) · Frontiers in Marine Science · doi:10.3389/fmars.2019.00083 · Cited by 69
Self-citationGasparin, F., Greiner, E., Lellouche, J.-M., Legalloudec, O., Garric, G., Drillet, Y., Bourdallé-Badie, R., Traon, P.-Y. L., Rémy, E., & Drévillon, M. (2018) · Journal of Marine Systems · doi:10.1016/j.jmarsys.2018.06.015 · Cited by 52
Self-citationChanges in coastal upwelling in the northern Gulf of Guinea under Stratospheric Aerosol Injection
Ayissi, F. F. B. K., Da-Allada, C. Y., Baloïtcha, E., Worou, L. O., & Tilmes, S. (2024) · Regional Studies in Marine Science · doi:10.1016/j.rsma.2024.103607 · Cited by 16
Metadata
- Authors
- Lellouche, J.-M., Greiner, E., Le Galloudec, O., Garric, G., Regnier, C., Drevillon, M., Benkiran, M., Testut, C.-E., Bourdalle-Badie, R., Gasparin, F., Hernandez, O., Levier, B., Drillet, Y., Remy, E., & Le Traon, P.-Y.
- Venue
- Ocean Science
- Publisher
- Copernicus GmbH
- Published
- 2018-09-25
- Volume
- 14
- Issue
- 5
- Pages
- 1093-1126
- ISSN
- 1812-0784 (ISSN-L)
- 1812-0792
- OpenAlex
- W2790527868
- Cited by
- 572
- References
- 54
- FWCI
- 23.52
- Type
- journal article
- Language
- en
- Open access
- gold
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- CoChat. (2026). Citation check: Recent updates to the Copernicus Marine Service global ocean monitoring and forecasting real-time 1∕12° high-resolution system. https://app.cochat.ai/papers/10.5194/os-14-1093-2018
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- Lellouche, J.-M., Greiner, E., Le Galloudec, O., Garric, G., Regnier, C., Drevillon, M., Benkiran, M., Testut, C.-E., Bourdalle-Badie, R., Gasparin, F., Hernandez, O., Levier, B., Drillet, Y., Remy, E., & Le Traon, P.-Y. (2018). Recent updates to the Copernicus Marine Service global ocean monitoring and forecasting real-time 1∕12° high-resolution system. Ocean Science. https://doi.org/10.5194/os-14-1093-2018
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