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Record W4415701335 · doi:10.1175/jpo-d-24-0212.1

Internal Tide Generation in Semienclosed Ocean Basins

2025· article· W4415701335 on OpenAlexaff
Varvara Zemskova, James A. Lerczak

Bibliographic record

VenueJournal of Physical Oceanography · 2025
Typearticle
Language
FieldEarth and Planetary Sciences
TopicOceanographic and Atmospheric Processes
Canadian institutionsRegional Municipality of WaterlooUniversity of Waterloo
FundersDirectorate for Geosciences
KeywordsBarotropic fluidBathymetryStructural basinBaroclinityInternal tideStratification (seeds)Internal waveOceanic basin

Abstract

fetched live from OpenAlex

Abstract When they interact with topography in the presence of stratification, astronomically driven barotropic tides lose part of their energy to internal tides. Many numerical and observational studies on internal tide generation have focused on either generation at ocean ridges and isolated topographical features or generation at the open coast but not in semienclosed basins. Because of their long wavelengths, potentially comparable to horizontal basin scales, internal tides may be resonant with natural basin modes, which could explain previous observations of large-amplitude internal tides in some basins. Yet, what is an appropriate basin geometry to elicit a resonant response is poorly understood. Vertical stratification and its interaction with coastal bathymetry are likely to have a significant impact on the generation and dynamics of internal waves. Here, we conduct a series of idealized 3D numerical simulations of semienclosed, continuously vertically stratified rotating basins with shelf bathymetry along the perimeter of the basin. We force these basins with a periodic barotropic coastal Kelvin wave to investigate under what physical characteristics of a basin are resonant baroclinic modes generated. Through our parameter sweep, we identify relevant nondimensional parameters that can be used to find characteristics of a basin resonant to a particular frequency. An important result from this study is that, in the presence of basin shelf bathymetry, coupling between basin modes and coastal trapped waves strongly modifies the dynamics of the resonant response.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.234
Teacher spread0.225 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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