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Record W6990808073

Ein globales Finite-Elemente Meereis Ozeanmodell mit einem Fokus auf Tiefenwasserbildungsgebiete: Analyse der Variabilität der Nordatlantischen Tiefenwasserbildung sowie von zwischen jährlichen bis dekadischen Klimamoden

2012· dissertation· en· W6990808073 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedia (https://www.suub.uni-bremen.de/) · 2012
Typedissertation
Languageen
FieldEnvironmental Science
TopicScience and Climate Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSea iceOcean currentThermohaline circulationGeneral Circulation ModelOcean observationsSea surface temperatureZonal and meridionalOcean dynamicsLead (geology)
DOInot available

Abstract

fetched live from OpenAlex

This study aims to validate the ability of the Finite-Element Sea-Ice Ocean Model (FESOM) to reproduce a reliable deep water formation in North Atlantic ocean and to analyse its variability on interannual to decadal time-scales. The FESOM approach works on unstructured triangular surface meshes, which allows us to faithfully resolve coastlines and local areas of interest. The first part of the thesis presents the characteristics of a global FESOM setup designed to study the variability in the deep-water formation areas over five decades for the period 1958-2004. The setup features a regionally increased resolution in the deep water formation areas in the Labrador Sea, Greenland Sea, Weddell Sea and Ross Sea as well as in equatorial and coastal areas. Further, this part of the thesis deals with the applied spinup procedure and the general validation of the FESOM model setup with respect to the performance of the sea-ice and ocean model component. Based on the analysis of the Atlantic Meridional Overturning Circulation (AMOC) we demonstrate that the upper ocean is converged within the applied spinup procedure. The sea ice model reproduces realistic sea-ice distributions and variabilities in the sea ice extent on both hemispheres as well as sea ice transport that compares well with observational data. The general ocean circulation model is validated based on a comparison of the model results with Ocean Weather Ship data in the North Atlantic. We can prove that the vertical structure is well captured in areas with improved resolution. Further, we are able to simulate the decadal ocean variability in the Nordic Sea Overflows as well as several salinity anomaly events and corresponding fingerprint in the vertical hydrography. The second part of the thesis focuses on the validation of the model capability to reproduce a realistic deep-water formation in the Labrador Sea. Therefor, we examine two classes of Labrador Sea water (LSW) which are analysed and compared to observed LSW layer thicknesses derived from profile data for the time interval 1988-2007. We show, that the model setup reproduces in the temporal evolution of the potential density, temperature and salinity two different phase since the late 1980s. These two phases are well known in observational data and are characterized by a significantly different LSW formation. Whereas the first phase features a dominant increase in the layer thickness of the deep Labrador Sea water (dLSW), is the second phase characterized by a degeneration of dLSW. To highlight the processes that are responsible for the variability in dLSW layer thickness we apply a Composite Map Analysis (CMA) between an index of dLSW and sea level pressure, as well as the thermal and haline contributions to the surface density flux. The composite maps reveal that a North Atlantic Oscillation like pattern is one of the main triggers for the variability of LSW formation in the model. Our model results indicate that a massive dLSW formation can act as a low-pass filter to the atmospheric forcing, so that only persistent NAO events correlate with the dLSW index. Additionally our results show that the central Labrador Sea in the model is dominated by the thermal contributions of the surface density flux, while the haline contributions are shielded from the central Labrador Sea by the branch of the Labrador Sea Boundary Current system. In our model, this shielding allows only a minor haline interaction with the central Labrador Sea by lateral mixing. Another aim of the thesis is to examine the general model variability on interannual to decadal time scales. Therefore we study the variability in a normal and random forced FESOM run. By definition of a North Atlantic Deep Water (NADW) index for the normal and random forced FESOM run we could identify an interannual and quasi decadal variability of 7.1yr and 14.2yr, respectively. It is found that the normal forced run is dominated by the quasi decadal variability and the random forced run by the interannual variability. The quasi decadal variability could be attributed to the atmospheric forcing, while the interannual variability could be linked to internal modes of the ocean. We defined in analogy to the baroclinic mass transport index (BMT) a dGyre index from the horizontal barotropic streamfunction. The comparison of the observed BMT index and the modeled dGyre index reveals that the model is able to reproduce the variability of the index comparing to the observed one, although the model tends to overestimate the magnitude of the index. To further isolate the horizontal but also the vertical variability in the model we apply a principal oscillation pattern (POP) analysis in a three dimensional context. We discovered two exceptional strong interannual modes whose variability could be attributed to a propagating Rossby wave structure.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.098
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0030.003
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0010.003
Open science0.0040.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0140.005

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.265
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it