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Record W7017269300

Analysis of a stronger Atlantic Meridional Overturning Circulation in mid-Pliocene simulations

2021· dissertation· en· W7017269300 on OpenAlexaboutno aff

Bibliographic record

VenueUtrecht University Repository (Utrecht University) · 2021
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsnot available
Fundersnot available
KeywordsNorth Atlantic Deep WaterArcticArchipelagoThermohaline circulationShutdown of thermohaline circulationBoundary currentThe arcticCoupled model intercomparison projectOcean currentClimate model
DOInot available

Abstract

fetched live from OpenAlex

The mid-Pliocene is the most recent geological period with a greenhouse gas concentration of approximately 400 ppmv, similar to the present day. Proxy reconstructions indicate enhanced warming in the high North Atlantic in the mid-Pliocene, which has been suggested to be a response to a stronger Atlantic Meridional Overturning Circulation (AMOC). Ensemble results from the Pliocene Model Intercomparison Project Phase 2 (PlioMIP2) show a stronger AMOC and North Atlantic sea surface temperatures (SSTs) that match reconstructions better than PlioMIP1. A major difference between PlioMIP1 and PlioMIP2 is the closure of the Bering Strait and Canadian Archipelago in PlioMIP2. Previous studies have shown that closure of these Arctic gateways leads to an intensified AMOC due to altered freshwater fluxes in the Arctic. For this study, we compared results from our Community Earth System Model (CESM1) simulations, using two pre-industrial runs with a CO2 concentration of 280 and 560 ppmv and three mid-Pliocene runs with PlioMIP2 boundary conditions and a CO2 concentration of 280, 400 and 560 ppmv. Our analysis shows that the simulated intensified AMOC in the mid-Pliocene is a result of the palaeogeographic boundary conditions, in particular the closure of the Arctic gateways. In the mid-Pliocene simulations, the AMOC intensifies by 2.6 - 4.2 Sv as a result of a higher salinity in the Labrador Sea. The stronger AMOC is accompanied by enhanced Atlantic northward ocean heat transport, which is the cause for amplified SST warming in the high North Atlantic in the mid-Pliocene. Further analysis on the variability of the AMOC suggests that the simulated mid-Pliocene AMOC shows fundamentally different behavior from the pre-industrial AMOC, where it appears that the mid-Pliocene AMOC is driven more strongly by salinity and has a weakened temperature feedback. This is supported a high sensitivity of the mid-Pliocene AMOC to the surface freshwater flux in the Labrador Sea.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.077
Threshold uncertainty score0.154

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.012
GPT teacher head0.209
Teacher spread0.198 · 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
Published2021
Admission routes1
Has abstractyes

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