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Enregistrement W7008831425

Comparison of permafrost thaw-related changes to hydrological response and land cover in subarctic peatland-dominated landscapes

2023· article· en· W7008831425 sur OpenAlexaboutno aff

Notice bibliographique

RevueScholars Commons (Wilfrid Laurier University) · 2023
Typearticle
Langueen
DomaineEarth and Planetary Sciences
ThématiqueClimate change and permafrost
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésPermafrostSurface runoffSubarctic climatePrecipitationHydrology (agriculture)TaigaSnowmeltPeat
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

The hydrological implications of discontinuous permafrost thaw in peatland-dominated basins are not well understood. While there is evidence suggesting that permafrost-thaw-driven land cover change increases annual runoff and the runoff ratio in the Taiga Plains of northwestern Canada, few studies have evaluated the impact on small to medium-sized basins (< 105 km2) outside this ecoregion. Here, we assess runoff, runoff ratio, and precipitation trends for 34 peatland-dominated basins, of which 28 are in the discontinuous and sporadic permafrost zones and 6 in adjacent permafrost-free environments. We calculated annual and monthly trends between 1970 and 2016 using the Mann-Kendall test and found that annual runoff, runoff ratio, and precipitation increased significantly in 25%, 16%, and 13% of basins respectively, at a 5% significance level, and decreased significantly in 3%, 19%, and 9% of basins, respectively. Increased annual runoff ratios occurred exclusively in basins overlying permafrost, while increases and decreases in annual runoff and precipitation were found in both permafrost and permafrost-free basins. Increases in annual runoff and runoff ratio occurred independently of precipitation changes in only the Taiga Plains and the Western Siberian Plain. Runoff during winter increased significantly in all ecoregions and occurred independently of the areal extent of permafrost, although the magnitude of these increases was small compared with those of April and May.\nThe Hudson Plains, Canada is one of the largest, undisturbed peatland regions (370,000 km2) in the world. Air temperature in the Hudson Plains is increasing rapidly leading to unprecedented permafrost thaw. The region’s remoteness has hindered our knowledge of how permafrost thaw alters peatland land cover and hydrological response. However, such relationships have been intensively studied in the Taiga Plains of northwestern Canada and have demonstrated that the thaw and subsidence of permafrost peatlands in sporadic (30% – 80% areal) permafrost zone and quantify land cover changes over 40 years using multiple remote sensing datasets (lidar, air photographs, and high-resolution satellite imagery). We then evaluate these landscapes at a fundamental hydrological unit, the peatland complex, identify five peatland complexes, and conceptualize their potential hydrologic response using circuitry analogs. We partitioned peatland complexes into their component peatland forms (e.g., permafrost peatland, bog, fen) and represented each using an electrical component (e.g., generator, switch, conductor). Using this approach, we suggest a 60 km latitudinal segment (54.5 ° N – 54.9 ° N) where peatland complexes are most vulnerable to permafrost-thaw-induced land cover and hydrological change.\nWe compared trends in temperature, hydrology, and land cover between 1980 and 2019 at two peatland-dominated basins in the zone of discontinuous permafrost, Angling River, where no changes to runoff ratio (total annual runoff/ total annual precipitation) had previously been detected and Jean-Marie River, where increases to hydrological response had previously been detected. We used the Mann-Kendall test to assess runoff, precipitation, and runoff ratio trends. To assess changes to land cover, we estimated Theil-Sen slopes on a collection of Landsat scenes for which Tasseled Cap indices of brightness, greenness, and wetness were calculated. We found that between 1980 and 2019, the mean annual air temperature in the Jean-Marie River basin remained warmer and is presently closer to 0 °C than in the Angling River basin. While no statistically significant annual runoff, runoff ratio, or precipitation trends were found in the Angling River basin, some evidence suggests a recent increase in runoff ratio. Overall, between 1980 and 2019 we found statistically significant increases in annual runoff and runoff ratio in Jean-Marie River, however, elevated annual runoff and runoff ratios exclusively occurred from 1996 through 2012. Since 2012, annual runoff and runoff ratios have not been substantially different than those before 1996. Although we found evidence of permafrost thaw in the Angling basin, slopes of Tasseled Cap indices indicated that vegetation growth and tundra greening were the main land cover changes. While in Jean-Marie, slopes of Tasseled Cap indices demonstrated a mixture of wetting, drying, and vegetation growth, processes associated with permafrost-thaw-related disturbances.

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 enseignants0,944
Score d'incertitude au seuil0,111

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 technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
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 Opus0,031
Tête enseignante GPT0,254
Écart entre enseignants0,224 · 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
Publié2023
Routes d'admission1
Résumé présentoui

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