Hydroclimatic Scenarios Using Dendroclimatic, Historical and GCM-Based Records Over the Northwestern Great Plains
Notice bibliographique
Résumé
Historically, the Canadian Prairies have been highly susceptible to extreme drought and pluvial events, resulting in economic hardship. There are strong associations between large-scale circulation patterns (i.e. teleconnections), such as the low frequency Pacific Decadal Oscillation (PDO), and higher frequency El Niño-Southern Oscillation (ENSO) and North Atlantic Oscillation/Arctic Oscillation (NAO/AO), and the interannual to multi-decadal hydroclimatic variations over western North American. Archives of the longest instrumental period of record (~100 to 150 years) are unlikely to capture the full range of hydroclimatic variability (50-70 years) or enable full assessment of the links between the large-scale circulation patterns and the regional moisture conditions. Multi-centennial, seasonal paleoclimatic reconstructions were derived for the northwestern Great Plains using tree-rings located along the eastern Rocky Mountains of Alberta and Montana. The variability in these hydroclimatic reconstructions was explored on time scales of decadal to multi-decadal to assess the coherence between natural climate oscillations and the frequency, severity and duration of drought and excess precipitation. The results suggest that drought events are often associated with the positive phase of the PDO and increased ENSO variance. The association between pluvial events and the phases of the PDO and ENSO are not as clearly defined as the drought events. Due to the non-stationarity of the climate system, these historical climate trends and climate variability cannot be projected forward. However, water managers, stakeholders and policy makers are concerned how anthropogenic climate change will alter these natural variability patterns. Global Climate Models (GCMs) are the only credible tool to derive future climate scenarios. Scenarios of future climate change and hydroclimatic variability were derived using ten GCMs and three emission scenarios, with numerous runs, that were best able to replicate the 20th Century temporal and spatial characteristics of the relevant teleconnection patterns and the hydroclimatic variability recorded in our tree-ring network. The multi-model mean future PDO projections, for the early half of the 21st century, show a weak shift towards more negative PDO-like conditions; however, the GCMs were split between those showing a shift, often significant, between the more negative and positive PDO-like conditions for all three scenarios. This thesis is the first to: explore the pre-instrumental relationship between extreme events, as identified using a paleoclimatic moisture reconstruction, and the largescale circulation patterns (PDO and ENSO); explicitly project the PDO as calculated by Empirical Orthogonal Function Analysis of North Pacific sea surface temperature residuals; and, develop future scenarios of variability that incorporate the PDO, ENSO and NAO. This complementary analysis, of inferred, instrumental and modeled hydroclimate change and variability, produced a long-term time series to provide perspective on low-frequency natural climate variability and explore the potential future impacts of greenhouse gas warming on the large-scale atmosphere-ocean circulation linked with these hydroclimate oscillations. Risk assessments will help identify our vulnerability, and increase our adaptive capacity, to projected changes in water quantity and quality, introduction of new diseases (waterborne or airborne), insect infestations, shifts to fire occurrence and some of the economic concerns associated with changes and uncertainties to the hydroclimate.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».