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Climate Signals in the Black Sea From a Multidecadal Eddy-Resolving Reanalysis

dc.contributor.authorLima, Leonardo
dc.contributor.authorCiliberti, Stefania Angela
dc.contributor.authorAydoğdu, Ali
dc.contributor.authorMasina, Simona
dc.contributor.authorEscudier, Romain
dc.contributor.authorCipollone, Andrea
dc.contributor.authorAzevedo, Diana
dc.contributor.authorCausio, Salvatore
dc.contributor.authorPeneva, Elisaveta
dc.contributor.authorLecci, Rita
dc.contributor.authorClementi, Emanuela
dc.contributor.authorJansen, Eric
dc.contributor.authorIlicak, Mehmet
dc.contributor.authorCretì, Sergio
dc.contributor.authorStefanizzi, Laura
dc.contributor.authorPalermo, Francesco
dc.contributor.authorCoppini, Giovanni
dc.date.accessioned2026-01-25T05:52:03Z
dc.date.issued2021-09-07
dc.description.abstractOcean reanalyses are becoming increasingly important to reconstruct and provide an overview of the ocean state from the past to the present-day. In this article, we present a Black Sea reanalysis covering the whole satellite altimetry era. In the scope of the Copernicus Marine Environment Monitoring Service, the Black Sea reanalysis system is produced using an advanced variational data assimilation method to combine the best available observations with a state-of-the-art ocean general circulation model. The hydrodynamical model is based on Nucleus for European Modeling of the Ocean, implemented for the Black Sea domain with a horizontal resolution of 1/27°× 1/36°, and 31 unevenly distributed vertical levels. The model is forced by the ECMWF ERA5 atmospheric reanalysis and climatological precipitation, whereas the sea surface temperature is relaxed to daily objective analysis fields. The model is online coupled to OceanVar, a 3D-Var ocean data assimilation scheme, to assimilate sea level anomaly along-track observations and in situ vertical profiles of temperature and salinity. Temperature fields present a continuous warming in the layer between 25 and 150 m, where the Black Sea Cold Intermediate Layer resides. This is an important signal of the Black Sea response to climate change. Sea surface temperature shows a basin-wide positive bias and the root mean square difference can reach 0.75°C along the Turkish coast in summer. The overall surface dynamic topography is well reproduced as well as the reanalysis can represent the main Black Sea circulation such as the Rim Current and the quasi-permanent anticyclonic Sevastopol and Batumi eddies. The system produces very accurate estimates of temperature, salinity and sea level which makes it suitable for understanding the Black Sea physical state in the last decades. Nevertheless, in order to improve the quality of the Black Sea reanalysis, new developments in ocean modeling and data assimilation are still important, and sustaining the Black Sea ocean observing system is crucial.
dc.description.urihttps://doi.org/10.3389/fmars.2021.710973
dc.description.urihttps://www.frontiersin.org/articles/10.3389/fmars.2021.710973/pdf
dc.description.urihttps://doaj.org/article/610507f3a80947f1be14da1c3c0af1f5
dc.description.urihttps://dx.doi.org/10.3389/fmars.2021.710973
dc.identifier.doi10.3389/fmars.2021.710973
dc.identifier.eissn2296-7745
dc.identifier.openairedoi_dedup___::71a9af7f38d48cfeb28d33a1514a2467
dc.identifier.orcid0000-0003-3208-5857
dc.identifier.orcid0000-0002-8561-7805
dc.identifier.orcid0000-0001-9590-0922
dc.identifier.orcid0000-0003-0070-9514
dc.identifier.orcid0000-0003-2996-4295
dc.identifier.orcid0000-0002-5752-1849
dc.identifier.orcid0000-0002-8689-7685
dc.identifier.orcid0000-0003-3664-3983
dc.identifier.urihttps://hdl.handle.net/11527/47591
dc.identifier.volume8
dc.publisherFrontiers Media SA
dc.relation.ispartofFrontiers in Marine Science
dc.rightsOPEN
dc.sdg.typeGoal 13: Climate Action
dc.sdg.typeGoal 14: Life Below Water
dc.subjectocean monitoring indicators
dc.subjectclimate change
dc.subjecteddy-resolving reanalysis
dc.subjectScience
dc.subjectvariational data assimilation
dc.subjectGeneral. Including nature conservation, geographical distribution
dc.subjectpast reconstruction
dc.subjectQH1-199.5
dc.titleClimate Signals in the Black Sea From a Multidecadal Eddy-Resolving Reanalysis
dc.typeArticle
dspace.entity.typePublication

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