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Record W7000989681

INDIGENOUS WATER CHALLENGES AND CANADIAN POLICY: CONNECTIONS ACROSS A WATERSHED MANAGEMENT SYSTEM

2022· dissertation· en· W7000989681 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2022
Typedissertation
Languageen
FieldSocial Sciences
TopicWater Resources and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsWatershed managementIndigenousAccountabilityWatershedGovernment (linguistics)ScholarshipWater qualityCorporate governanceTraditional knowledge
DOInot available

Abstract

fetched live from OpenAlex

Approaches for managing water across landscapes that include Indigenous reserve land in Canada involve federal and provincial government competition, and authority hierarchies, leading to cross-jurisdictional conflict and a lack of accountability or action. For decades, the shared monitoring and collaboration in watershed management in regions that includes Indigenous lands have been lower than in other Canadian regions. The lower quality and minimal responsivity to water issues impacts community health, cultural sustainability, and financial stability in reserve communities, putting them at risk of experiencing difficulties retaining cultural practices and traditional lifestyles. Despite previous financial investments made by the Canadian government, many Indigenous communities continue to experience water challenges, including floods and drought, and surface water quality challenges such as algae blooms. As this, and other studies are demonstrating, the unbalanced power dynamics in the Canadian watershed management system have been influenced by the significant lack of interaction among individuals with different perspectives, categorizable through the ‘ways of life’ in Cultural Theory. The ‘ways of life’ (or perspective groups) in Cultural Theory provide a framework for how individuals of various views interact and how those interactions influence the quality of political, social, and environmental collaboration. This research project takes an interdisciplinary approach to investigate the environmental, social, and political components of watershed management problems in Prairie-based Treaty Areas 4, 5 and 6. I sought to identify barriers to effective watershed management using mixed methodologies and engaged scholarship framed by Cultural Theory, and provide recommendations for improving watershed management for Indigenous communities.\n\nThis thesis consists of three studies in the context of watershed management: monitoring of freshwater nutrient concentrations, cataloguing of toxic cyanobacterial development, and reviewing of policies affecting Indigenous watershed management alongside interviews of the perceptions of the policies. It is important to note that while I studied these three watershed management problems, the overall thesis focused on human behaviour in watershed management as the unit of analysis. Multiple qualitative and quantitative methods for data collection and analysis were conducted. Results show that despite previous efforts by the Federal Government, there remain weaknesses in how watershed management in undertaken in regions with Indigenous reserve communities. Some common weaknesses include a lack of community involvement and knowledge-sharing, lack of or little capacity-building experienced by Indigenous communities and watershed agencies, and barriers faced from the rigid framework of the management systems. I found that select water policies suffer from weak enforcement and accountability, poorer or underdeveloped quality standards, and few inclusions of Indigenous knowledge systems. Policies did not account for the cultural, geographic, economic, and societal differences that can impact water management and desired management in Indigenous reserve communities. Policies designed by Indigenous authorities were found to be the most effective in maintaining watershed quality by providing detailed information about water values, protection, management, and enforcement protocols while respecting the rights of Indigenous Peoples, as well as their knowledge, and cultural practices. \nThe data I collected for more biological-based studies (Chapters 2 & 3) found weak correlations between established theories and western measurement approaches: precipitation patterns, nutrient concentrations, and cyanobacterial growth. These results emphasize that previous water quality monitoring methods may no longer be viable, and continuous place-based monitoring of nutrients and cyanobacteria within and outside reserve boundaries in watersheds is necessary as a preventative method to reduce potential health threats. With some suggested improvements, community science methods can be used to alleviate capacity issues and provide an opportunity for collaboration and knowledge-sharing among participating groups in a watershed. For watershed management to improve in watersheds with Indigenous communities, there should be more effort on recognizing when all Cultural Theory Ways of Organizing are represented in collaboration across watershed stakeholders and rights-holders. Canadian watershed management needs to shift from a rigid hierarchical structure to an inclusive adaptive one embracing multiple ways of organizing to better manage changing environmental and social conditions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.383
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.009
GPT teacher head0.193
Teacher spread0.184 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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