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Record W4411176998 · doi:10.1016/j.pedobi.2025.151063

Disentangling the effect of temperature and moisture on boreal peatland microbial activity and function

2025· article· en· W4411176998 on OpenAlexafffund
Paige Ferguson, Zoë Lindo

Bibliographic record

VenuePedobiologia · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicPeatlands and Wetlands Ecology
Canadian institutionsWestern University
FundersNatural Sciences and Engineering Research Council of CanadaWestern UniversityOntario Ministry of Natural Resources and Forestry
KeywordsPeatBorealMoistureEnvironmental scienceEcologyEnvironmental chemistryAtmospheric sciencesBiologyChemistryGeology

Abstract

fetched live from OpenAlex

Climate change may reduce the stability of large soil carbon stores within boreal peatlands by altering microbial communities, the main contributors to decomposition in peatlands. Both temperature and moisture levels are known to dictate microbial community composition and activity, and both are sensitive to climate change. Whether alterations in soil microbial activity are predominantly caused by the direct effects of temperature or moisture, or a warming-induced drying effect, is not clear. This study examines experimental warming and drying on peatland surface (oxic) soil samples collected from a southern boreal site in Ontario, Canada. The aim was to disentangle the effects of temperature and moisture variables through a mesocosm approach with two temperature treatments (12°C and 20°C) and two moisture treatments (Field-moist and Dry-induced) in a full factorial experimental design. We measured respiration over the duration of the experiment, with subsequent measurements of microbial biomass using substrate induced respiration, and microbial function through EcoPlate™ and oxidative (phenol oxidase and peroxidase) enzyme assays. While temperature often drove the variation seen in the observed variables (respiration, biomass, functionality), this was often mitigated by moisture levels. Shifts in functional indicators suggest that warming may increase community homogeneity, amplified by drying, and favour species better able to utilize recalcitrant substrates, like polymers. Oxidative enzyme assay results contradict trends in respiration and functionality, suggesting moisture may complicate oxidative enzymatic pathways. Overall trends indicate the potential for peatland soil carbon stores to become liberated with higher average temperatures while moisture levels decrease or are maintained; the conditions predicted throughout boreal peatland distribution with climate change.

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)0.001
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 score0.006
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
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 head0.003
GPT teacher head0.208
Teacher spread0.205 · 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

Citations5
Published2025
Admission routes2
Has abstractno

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