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Record W7133280970

Oceanographic conditions in the Atlantic Zone in 2021

2022· other· en· W7133280970 on OpenAlexfundaboutno aff
Fisheries and Oceans Canada, Pêches et Océans Canada

Bibliographic record

VenueFederal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada · 2022
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersFisheries and Oceans Canada
KeywordsSeries (stratigraphy)Sea surface temperatureStratification (seeds)Current (fluid)Temperature recordNorth Atlantic oscillationSeasonality
DOInot available

Abstract

fetched live from OpenAlex

Monthly and seasonal average sea surface temperatures were generally normal to above normal in ice-free areas, with many regional monthly records set in January, June, and September through December, and seasonal series records set in the northern Gulf and Estuary. Anomalies were weaker in parts of the Grand Banks. The spatially weighted zonal average was third highest of the time series. The Labrador Current transport remained near normal along the Newfoundland and Labrador Shelf break. The transport along the Scotian Shelf break has been weak since 2014. Winter average sea ice conditions were at a record low in the Gulf of St. Lawrence and third lowest of the time series on the Newfoundland and Labrador Shelf. The cold intermediate layer (CIL) was warm and of limited extent throughout the Zone, including series records in the Gulf of St. Lawrence. The CIL and sea ice index for the zone was the warmest of the times series, since 1980. Bottom temperatures were substantially above normal across the zone, including record highs in the northern Gulf of St. Lawrence and off southern Newfoundland. The zonal average index for CIL-influenced bottom temperatures tied for highest of the time series (since 1980). The zonal average index for below-CIL bottom temperatures was highest of the time series but is missing several of its components for 2021. At the high-frequency sampling sites, seasonal average 0–50 m and bottom temperatures were all above normal, including series records in one or both metrics at all stations except Halifax 2. Stratification was lowest since 2001 at Rimouski station and below normal to normal at other stations. Deep nitrate inventories were highly variable throughout the Atlantic Zone, with high inventories on the Flemish Cap, in the northeast and Central Gulf of St. Lawrence, and on the Central and eastern Scotian Shelf including a record high on the Halifax line. Surface chlorophyll inventories were generally below normal on the Newfoundland and Labrador Shelf and the Scotian Shelf, above normal in the Gulf of St. Lawrence. The reliability of interannual variations in this metric for 2021 from Newfoundland and Labrador and the Scotian Shelf is a concern because of limited sampling. The onset of the spring phytoplankton bloom was early throughout most of the Atlantic Zone, with the exception of the Grand Banks, southern Newfoundland and Georges Bank. The magnitude of the bloom was below normal on the Newfoundland Shelf and Gulf of St. Lawrence and above normal in the Labrador Sea, on the Labrador Shelf and the Scotian Shelf. The duration of the bloom followed a mainly latitudinal gradient from long in northern areas to short on the Scotian Shelf. Copepod abundance was below normal on the Newfoundland Shelf, the eastern Gulf of St. Lawrence and at Halifax 2, and above normal in the western and southern Gulf of St. Lawrence. Non-copepod abundances were close to normal on the Newfoundland Shelf, eastern Gulf of St. Lawrence and Halifax 2, and above normal in the northwestern and southern Gulf of St. Lawrence. The abundance of Calanus finmarchicus was generally normal or below normal throughout much of the Newfoundland Shelf, the Gulf of St. Lawrence, with a record low at Halifax 2. Pseudocalanus spp. abundance was below normal on the Newfoundland Shelf and eastern Gulf of St. Lawrence, and above normal in the western and southern Gulf of St. Lawrence and at Halifax 2. Zooplankton biomass was mostly above normal on the Newfoundland Shelf and below normal in the Gulf of St. Lawrence and at Halifax 2, reaching record or near record levels at several locations in each region. Zooplankton anomalies from the Scotian Shelf sections were not available as a result of limited sampling opportunities and delays in sample processing. Dissolved oxygen concentration generally declined in deep waters of the Gulf of St. Lawrence and was at a record low at Rimouski station, while pH remained at a near-record low value there. Labrador Sea convection reached 850 m, the shallowest since 2011 and 3rd shallowest in 32+ years. Sea ice area and extent were the lowest since 2011 and 2nd lowest in 42+ years. Biogeochemical metrics are not available for the Labrador Sea due to the cancellation of the survey in 2021.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.826
Threshold uncertainty score0.346

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.008
GPT teacher head0.233
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 designObservational
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
Published2022
Admission routes2
Has abstractyes

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