The DOI matches its Crossref record; 38 of the 38 references it cites were found in a registry or an index.
SODA3: A New Ocean Climate Reanalysis
Abstract
This paper describes version 3 of the Simple Ocean Data Assimilation (SODA3) ocean reanalysis with enhancements to model resolution, observation, and forcing datasets, and the addition of active sea ice. SODA3 relies on the ocean component of the NOAA/Geophysical Fluid Dynamics Laboratory CM2.5 coupled model with nominal ¼° resolution. A scheme has also been implemented to reduce bias in the surface fluxes. A 37-yr-long ocean reanalysis, SODA3.4.2, created using this new SODA3 system is compared to the previous generation of SODA (SODA2.2.4) as well as to the Hadley Centre EN4.1.1 no-model statistical objective analysis. The comparison is carried out in the tropics, the midlatitudes, and the Arctic and includes examinations of the meridional overturning circulation in the Atlantic. The comparison shows that SODA3.4.2 has reduced systematic errors to a level comparable to those of the no-model statistical objective analysis in the upper ocean. The accuracy of variability has been improved particularly poleward of the tropics, with the greatest improvements seen in the Arctic, accompanying a substantial reduction in surface net heat and freshwater flux bias. These improvements justify increasing use of ocean reanalysis for climate studies including the higher latitudes.
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Cites
The NCEP/NCAR 40-Year Reanalysis Project
Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., et al. (1996) · Bulletin of the American Meteorological Society · doi:10.1175/1520-0477(1996)077<0437:tnyrp>2.0.co;2 · Cited by 28,360
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
Daily High-Resolution-Blended Analyses for Sea Surface Temperature
Reynolds, R. W., Smith, T. M., Liu, C., Chelton, D. B., Casey, K. S., & Schlax, M. G. (2007) · Journal of Climate · doi:10.1175/2007jcli1824.1 · Cited by 4,335
The Twentieth Century Reanalysis Project
Compo, G. P., Whitaker, J. S., Sardeshmukh, P. D., Matsui, N., Allan, R. J., Yin, X., Gleason, B. E., Vose, R. S., Rutledge, G., Bessemoulin, P., et al. (2011) · Quarterly Journal of the Royal Meteorological Society · doi:10.1002/qj.776 · Cited by 3,518
de Boyer Montégut, C., Madec, G., Fischer, A. S., Lazar, A., & Iudicone, D. (2004) · Journal of Geophysical Research: Oceans · doi:10.1029/2004jc002378 · Cited by 3,182
Good, S. A., Martin, M. J., & Rayner, N. A. (2013) · Journal of Geophysical Research: Oceans · doi:10.1002/2013jc009067 · Cited by 1,861
A Reanalysis of Ocean Climate Using Simple Ocean Data Assimilation (SODA)
Carton, J. A., & Giese, B. S. (2008) · Monthly Weather Review · doi:10.1175/2007mwr1978.1 · Cited by 1,818
Self-citationRecent global-warming hiatus tied to equatorial Pacific surface cooling
Kosaka, Y., & Xie, S.-P. (2013) · Nature · doi:10.1038/nature12534 · Cited by 1,700
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
PHC: A Global Ocean Hydrography with a High-Quality Arctic Ocean
Steele, M., Morley, R., & Ermold, W. (2001) · Journal of Climate · doi:10.1175/1520-0442(2001)014<2079:pagohw>2.0.co;2 · Cited by 999
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Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package
Planton, Y. Y., Guilyardi, E., Wittenberg, A. T., Lee, J., Gleckler, P. J., Bayr, T., McGregor, S., McPhaden, M. J., Power, S., Roehrig, R., et al. (2021) · Bulletin of the American Meteorological Society · doi:10.1175/bams-d-19-0337.1 · Cited by 246
Strengthened ocean-desert process in the North Pacific over the past two decades
Meng, S., Gong, X., Yu, Y., Yao, X., Gong, X., Lu, K., Zhang, C., Shi, J., Yu, X., & Gao, H. (2021) · Environmental Research Letters · doi:10.1088/1748-9326/abd96f · Cited by 12
Relationship between the Guinea Current and the Coastal Upwelling in Northern of Gulf of Guinea
Djakouré, S., Konaté, Y., Koné, V., Bosson, K., Koné, M., & Kouadio, K. Y. (2024) · Open Journal of Marine Science · doi:10.4236/ojms.2024.144004 · Cited by 3
Metadata
- Authors
- Carton, J. A., Chepurin, G. A., & Chen, L.
- Venue
- Journal of Climate
- Publisher
- American Meteorological Society
- Published
- 2018-09
- Volume
- 31
- Issue
- 17
- Pages
- 6967-6983
- ISSN
- 0894-8755 (ISSN-L)
- 1520-0442
- OpenAlex
- W2804007973
- Cited by
- 624
- References
- 38
- FWCI
- 31.68
- Type
- journal article
- Language
- en
- Open access
- closed
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