Initiation of microtopography in re‐vegetated cutover peatlands: evolution of plant species composition
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Questions How has plant species composition changed following initiation of microstructures in re‐vegetated cutover peatlands? How many years are required for plant species composition of re‐vegetated cutover peatlands to resemble natural boreal bogs? Location Newly formed S phagnum carpets on restored, cutover peatlands (in C anada) or re‐vegetated spontaneously after site abandonment (in E stonia) and on undisturbed natural bogs nearby. Methods Plant frequencies (point intercept method) and abundances (vegetation quadrats) were assessed along linear transects. At each assessment point, moss surface height was measured relative to a local reference point (lowest point on a given transect) to associate frequencies or abundances to a position in the gradient of microtopography. PCA s (separately for C anada and E stonia) were conducted to follow evolution of plant species frequency in the gradient of microtopography in re‐vegetated sites and similarity with those of natural peatlands. In C anada, regressions were also performed to estimate relationships between moss surface height and vascular plant cover (ericaceous shrubs and C yperaceae) as well as time required for vascular plant cover to become similar to that of natural bogs. Results Species composition was still dissimilar to microstructures of natural bogs 10 yr post‐restoration and 70 yr post‐abandonment; however, some trends were observed in re‐vegetated peatlands. The greatest differences were for ericaceous species (two‐ to three‐fold less abundant in re‐vegetated peatlands), dominant C yperaceae, and relative proportions of S phagnum . In addition, hummock formation was closely related to dense (>50%) ericaceous cover. Conclusions All species tolerant to abiotic conditions prevailing in re‐vegetated sites contributed to initiation of microtopography, although some species were found in atypical positions within the gradient of microtopography. Random events and establishment priority seemed initially to be more important in temporal evolution of microstructures than plant interactions. However, ecological restoration could effectively reduced time needed for species occurrences to approach those in natural peatlands, relative to time required for recovery of spontaneously re‐vegetated peat extraction sites.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it