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Record W4281297699 · doi:10.3389/fmars.2022.846025

Sources and Cycling of Particulate Organic Matter in Baffin Bay: A Multi-Isotope δ13C, δ15N, and Δ14C Approach

2022· article· en· W4281297699 on OpenAlexafffundabout
Aislinn Fox, Brett D. Walker

Bibliographic record

VenueFrontiers in Marine Science · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicMethane Hydrates and Related Phenomena
Canadian institutionsUniversity of Ottawa
FundersUniversity of California, IrvineNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsUniversity of California, Santa Cruz
KeywordsBayArcticSink (geography)OceanographyCarbon cycleOrganic matterEnvironmental scienceTotal organic carbonDissolved organic carbonEnvironmental chemistryIsotopes of carbonδ13CGeologyStable isotope ratioEcologyChemistryEcosystemBiology

Abstract

fetched live from OpenAlex

The Canadian Arctic is warming three times faster than the rest of the planet. The impact of climate change on the Arctic carbon cycle, and in particular for Baffin Bay, remains poorly constrained. Sinking particulate organic matter (POM sink ) is a key component of the biological carbon pump and provides a direct linkage between surface productivity and the preservation of carbon in marine sediments. While POM sink provides a rapid POM shunt to the deep ocean (days) the majority of marine POM is suspended (POM susp ) persists for years in the water column. Stable carbon (δ 13 C), nitrogen (δ 15 N) and radiocarbon (Δ 14 C) measurements are powerful tools for evaluating sources and cycling of POM. In this study, we measure depth-integrated (0-400m) POM susp stable carbon (δ 13 C), nitrogen (δ 15 N) and radiocarbon (Δ 14 C) values at 11 stations in Baffin Bay. We use POM C:N a ratios to evaluate its diagenetic state. POM susp δ 13 C and δ 15 N values ranged from −21.6‰ to −29.5‰, and +3.84‰ to +7.21‰, respectively. POM susp Δ 14 C values ranged from −41.8‰ to +76.8‰. Together, our results suggest Baffin Bay POM susp has multiple carbon and nitrogen sources. POM susp δ 13 C and Δ 14 C are strongly correlated to surface salinity, indicating surface water has a strong influence on POM susp isotopic composition and 14 C-age. POM susp from coastal Greenland stations have similar Δ 14 C values to surface dissolved inorganic carbon (DIC) and POM concentrations, consistent with primary production as the predominant POM susp source in Eastern Baffin Bay. Positive POM susp Δ 14 C values in central Baffin Bay suggest an accumulation of atmospheric “bomb” 14 C in the sub-polar gyre. POM susp exiting Davis Strait via the Baffin Island Current was determined to have a significant degraded, resuspended sediment component. Finally, POM susp δ 15 N values highlight two distinct N sources in Baffin Bay: Pacific and Arctic nutrients at Northern gateway stations vs. the influx of Atlantic nutrients via Davis Strait along coastal Greenland. Overall, these first Baffin Bay POM susp Δ 14 C values provide useful baseline data for rapidly changing Arctic ecosystem.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.087
Threshold uncertainty score0.672

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.002
Research integrity0.0000.000
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 head0.007
GPT teacher head0.197
Teacher spread0.190 · 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 teacher head, 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

Citations12
Published2022
Admission routes3
Has abstractyes

Explore more

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