Assessing relations among multiple environmental gradients for shallow lakes in Old Crow Flats, Yukon, using hydrological, limnological and community-collaborative research approaches
Notice bibliographique
Résumé
Shallow freshwater ecosystems are undergoing marked hydrological changes associated with a warming Arctic, which causes concern for remote northern communities that access these regions to maintain their traditional lifestyles. Variation in precipitation patterns (snow and rain), due to changing climate conditions has been found to strongly influence lake water balances. However, knowledge of how such changes in precipitation affect limnology and biotic community structure within lakes is lacking. Working collaboratively with the Vuntut Gwitchin First Nation (VGFN), this thesis examines the influence of hydrology on the limnology of shallow lakes in the Old Crow Flats, Yukon. Relations among source-water composition (snow vs. rain), catchment characteristics, limnology, and sediment properties are assessed and their influence on benthic biota are quantified. \n \nResults from 56 lakes, sampled during the early, mid-, and late ice-free season of 2007, identify that catchment mediated differences in source waters (snowmelt-dominated, intermediate and rainfall –dominated) are associated with different limnological characteristics and divergent seasonal trajectories. Snowmelt-dominated lakes, which occur in catchments with tall shrubs and trees, have significantly higher concentrations of dissolved phosphorus and organic carbon, relative to the other categories. These lakes exhibit the least amount of seasonal variation in water chemistry variables. In contrast, rainfall-dominated lakes, which are located in catchments with dwarf shrub and sparse vegetation, have significantly higher concentrations of major ions and higher pH. The rainfall-dominated lakes experience the greatest amount of seasonal variation in water chemistry and tend to be more similar to intermediate lakes in mid- and late-season. Interestingly, seasonal analysis of intermediate lakes highlights sensitivity of these lakes to transitioning sources of input water. As the ice-free season progresses, the water chemistry of intermediate lakes changes from resembling snowmelt-dominated to that of rainfall-dominated lakes. The strength of these catchment-mediated hydro-limnological associations is demonstrated by their persistence among years (2007- 2009). \n \nAnalyses of diatom and chironomid assemblages within surface sediments of a subset of ~49 lakes identifies a cascading influence of input-water sources, on limnology and sediment properties, as mediated by catchment characteristics to affect compositions via direct and indirect pathways. Notably, variance partitioning analyses (VPA) of diatom and chironomid assemblages, identify a substantial amount of shared variation among limnology, sediment properties and catchment characteristics. Given that hydrological processes are the main mechanisms that link catchment characteristics with limnological conditions and sediment properties of lakes, the shared variation is likely primarily attributable to variation in source-water inputs. VPA analyses for both diatoms and chironomids explained less than 50% of variation, which draws attention to the limitations of point-in-time measurements in describing dynamic processes regulating biotic communities. Thus, when describing biotic responses to environmental change within northern aquatic ecosystems, results presented here discourage linking variation in biota to direct effects of any single factor, and rather encourage use of multi-factor analyses that include hydrological processes. \n \nAs northern communities undergo unprecedented environmental changes associated with climatic and socio-economic stressors, there is an increased impetus for knowledge generation to be focused on community needs to guide policies and adaptation strategies. In response, natural science research in Canada’s North is shifting towards a framework that is collaborative, interdisciplinary and reflective of Northern people’s priorities. The final sections of this thesis explore effective methods for early career researchers (ECRs) to use when engaging in community-collaborative research. A NSERC Northern Research internship, which allowed for an extended stay in the community of Old Crow, is highlighted as it enabled a partnership to be established with the Vuntut Gwitchin Government’s Natural Resource Department (NRD). The discussions among ECRs regarding methods for developing true partnerships with northern communities, which occurred at the 2012 IPY conference, are also highlighted and analyzed. The prevailing themes - dedicating time, being present, communicating in plain-language, listening, respecting and understanding local customs as well as building trust for collaborative efforts and knowledge exchange with communities- are presented along with a list of resources and recommendations to assist ECRs interested in undertaking collaborative research methodology that goes beyond the standard permitting process. \n \nUltimately, by integrating hydrological, limnological, and community-collaborative research approaches, the results presented here improves understanding of the complex ways in which shallow lakes may respond to future hydro-climatic changes, and provides key insights and recommendations to natural scientists interested in pursuing community-based research in Canada’s North.
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 | 0,000 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 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 ».