Multiproxy analysis of inception and development of the Lac‐à‐la‐Tortue peatland complex, St Lawrence Lowlands, eastern Canada
Bibliographic record
Abstract
The initial conditions for the development of a large peatland complex in the St Lawrence Lowlands were reconstructed to increase the understanding of early development and expansion modes in this region. Peatland basin morphometry was identified by creating a model based on over 1500 existing peat depth measurements, and six cores were extracted along transects from a central (deepest) location towards the margins. C accumulation rates and ecohydrological conditions were reconstructed from plant macrofossils, testate amoeba assemblages and 14 C chronologies. Luminescence dating was performed to better delineate the timing of dune stabilization in the area and potentially related climate changes. Shallow freshwater plant communities acted as nuclei for the development of a rich minerotrophic fen around 10 300 cal. a BP in the deepest part of a shallow depression at the surface of the St‐Maurice river delta. Peat inception was followed by the paludification of peripheral parabolic dune systems. Luminescence dating suggested dune stabilization between 11 500 and 10 900 years ago. The initial rich fen persisted until 9500 cal. a BP, and was replaced by a poor fen dominated by sedges as a result of a decrease in mineral nutrient influx from upland runoff. The shift to ombrotrophic conditions in the oldest section of Lac‐à‐la‐Tortue peatland started around 5150 cal. a BP . This major ecohydrological change coincides with those observed in several other peatlands in southern Québec. Variations in carbon and peat accumulation rates in both ombrotrophic and minerotrophic sectors appear to have been primarily controlled by hydroseral succession, peat‐forming vegetation, hydrological conditions, topography and fire activity. This study is the first to provide a quantification of the total carbon pool of a peatland complex in southern Québec at 6.39 Mt C, corresponding to a mean C mass per area of 96.9 kg C m −2 (σ = 50.60 kg C m −2 ).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".