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Record W2531174158 · doi:10.4324/9781849775113-6

Marine Pathways to Nitrous Oxide

2010· article· en· W2531174158 on OpenAlexaboutno aff
Hermann W. Bange, Alina Freing, Annette Kock, Carolin R. Löscher

Bibliographic record

VenueHelmholtz Centre for Ocean Research Kiel (GEOMAR) · 2010
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicMarine and coastal ecosystems
Canadian institutionsnot available
Fundersnot available
KeywordsOceanographyWater columnSargasso seaNitrous oxideEnvironmental scienceGeologyChemistry

Abstract

fetched live from OpenAlex

There is no doubt that oceanic N2O emissions play a major role in the atmospheric N2O budget. The quantification of the oceanic N2O emissions and the identification of the marine pathways of N2O formation and consumption have received increasing attention during the last few decades. The very first study of oceanic N2O (in the South Pacific Ocean) was published by Craig and Gordon (1963), followed by studies in the North Atlantic Ocean by Junge and Hahn during the late 1960s and early 1970s (Junge and Hahn, 1971; Hahn, 1974). Junge and Hahn were the first to quantify the oceanic source of atmospheric N2O. In 1976 Yoshinari published his now ‘classical’ study of N2O profiles in the Sargasso and Caribbean Seas, which turned out to be groundbreaking because it was the first study to report the inverse correlation between N2O and O2 concentrations in the water column (Yoshinari, 1976). He also introduced the term N2O (for a definition see below) as a measure of the ‘apparent N2O production’ and found a linear correlation between N2O and AOU (apparent oxygen utilization) (Yoshinari, 1976). Based on this, he suggested that ‘N2O production in the sea is related in some way to the oxidation sequence of organic matter’, which was an early hint of nitrification (i.e. microbial oxidation of NH4 to NO3) as a major N2O formation process in the ocean. Cohen and Gordon (1978), Cohen (1978) and Elkins et al (1978) were the first to report a significant N2O consumption in the oxygen minimum zone in the subsurface waters of the eastern tropical Pacific Ocean and the anoxic waters of the Saanich Inlet basin (off Vancouver Island). They attributed the N2O loss to microbial reduction of N2O to N2 (i.e. denitrification). In order to verify the marine pathways to N2O, isotope studies have been introduced in recent years: first, measurements of the 15N value of dissolved N2O were presented by Yoshida et al (1984) and nine years later Kimand Craig (1993) published the first measurement of the dual isotope signature (15N and 18O) of oceanic N2O. This was followed by the publication of the isotopomeric signature of N2O (which makes it possible to distinguish the position of 15N within the asymmetric N2O molecule: NNO) by Popp et al (2002) and Toyoda et al (2002).

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.712
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.032
GPT teacher head0.267
Teacher spread0.235 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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

Citations35
Published2010
Admission routes1
Has abstractyes

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