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Enregistrement W3202280143

Effects of restoring peatland seismic lines on soil properties in boreal Alberta, Canada

2021· dissertation· en· W3202280143 sur OpenAlexaboutno aff
Kimberly Kleinke

Notice bibliographique

RevueUWSpace (University of Waterloo) · 2021
Typedissertation
Langueen
DomaineEnvironmental Science
ThématiquePeatlands and Wetlands Ecology
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésPeatBorealGeologyEnvironmental scienceGeographyPaleontologyArchaeology
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Long, linear disturbances called seismic lines have been and continue to be created through the boreal forest in Alberta for petroleum exploration. Restoration of these seismic lines has shown some success but is often unreliable in peatlands, not resulting in appropriate vegetation recovery. Unrestored seismic lines through peatlands often have a lack of tree cover and shifts in the overall vegetation community. Implications of the lack of tree cover include declining caribou populations due to the increased sight and mobility of predators such as wolves. Additionally, peatlands with seismic lines are observed to shift from important, large C sinks to C sources. The most common restoration method is called mounding; the practice of replicating natural hummocks by digging and building mounds of peat on the lines. The major purpose of the mounds is to create drier microsites for tree growth, which has been successful in upland areas. Mounding methods generally involve inverting the peat profile, which likely exposes older, more decomposed peat. New mounding methods to keep the peat profile intact may prevent changes in peat properties observed with classic, inverted mounding. Understanding the effects of seismic line restoration on soil properties, which in turn drive vegetation recovery, will provide information to better assess the use of mounding techniques. \nEffects of mounding on soil properties were determined through analysis of surface (0-10 cm) peat samples from seismic lines crossing fens near Cold Lake, Alberta. Peat samples were taken from inverted mounds restored in different years, adjacent low-lying areas on treated seismic lines, untreated seismic lines, and natural areas in August 2019. Further peat samples were used in an incubation study to determine the effectiveness of easily measured decomposition markers as indicators of C loss from mineralization. Additionally, peat cores were sampled from the same fens near Cold Lake, Alberta, and from another system of seismic lines crossing fens that were restored using new upright mounding and hummock transfer techniques near Brazeau, Alberta. These peat cores were used to compare different mounding techniques. \nOverall, the physical and chemical soil properties and results from the incubation study indicated lower substrate quality on the inverted mounds. The goal of drier microsites for improved tree growth was likely not achieved as volumetric water content (VWC) remained higher than both natural hummocks and hollows. The high VWC could be linked to the high bulk densities observed on the mounds as increased compaction increases water retention. Inverted mounds may also have increased decomposition rates as evidenced from the peat cores indicated aerobic conditions and further changes to peat properties past the exposure of deeper peat. While true total carbon (TC) losses on and off mounds were not quantified from the incubation study, δ13C and C/N ratios may be able to be used as an indicator of TC loss in the field to better understand C cycling on seismic lines. Low-lying areas on seismic lines with inverted mounds had heavier isotopes and lower C/N ratios than the natural areas. Without the exposure of deeper peat, the change in low-lying areas may be from increased decomposition rates. This was not observed on the lines restored by upright mounding or hummock transfer where low-lying areas were comparable to natural areas. Additionally, only minor, and potentially beneficial, changes to soil properties and vegetation functional group cover occurred on upright mounds and transferred hummocks. Findings from this study suggest potential benefits to soil properties and subsequent vegetation recovery of upright mounding and hummock transfer over the classic, inverted mounding.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,001
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,023
Score d'incertitude au seuil0,168

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0020,001
Communication savante0,0010,000
Science ouverte0,0010,001
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,005
Tête enseignante GPT0,166
Écart entre enseignants0,161 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2021
Routes d'admission1
Résumé présentoui

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