MétaCan
Menu
← Back to cohort
Record W6992794933

Marine and freshwater habitats used by sympatric anadromous Arctic Char (Salvelinus alpinus) and Dolly Varden (S. malma malma) in the central Canadian Arctic

2025· article· en· W6992794933 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2025
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsArctic charSympatric speciationFish migrationArcticSalvelinusOverwintering
DOInot available

Abstract

fetched live from OpenAlex

Two closely related but distinct species of char, Arctic Char (Salvelinus alpinus) and Dolly Varden (S. malma), are critically important to the food security and culture of Indigenous peoples in northern North America. Subsistence Inuit fishers in Kugluktuk, NU, Canada, have noticed changes in the timing and locations of their catches of char in the past ~ 10 years. In response, an ongoing partnered research program between the Kugluktuk Hunters and Trappers Organization (HTO) and scientists was formed to study Arctic Char and northern form Dolly Varden (S. malma malma). Char research near Kugluktuk presents a unique opportunity to further scientific understanding because the ecology and life history of sympatric populations of anadromous Arctic Char and Dolly Varden are not well-described, and anadromous individuals of both species inhabit the Coppermine River, NU. Additionally, Dolly Varden were conventionally understood to inhabit only systems west of the Mackenzie River, NT, where populations are listed as a Species of Special Concern under Canada’s Species at Risk Act (SARA), largely due to concerns regarding availability of spawning and overwintering habitats. Populations of Dolly Varden in Coronation Gulf have recently been described but nothing is known about their spawning and overwintering habitats. In Chapter 1, I used acoustic telemetry to document the summer marine movements of sympatric anadromous Arctic Char and Dolly Varden near the Coppermine River. Using network analysis, I investigated: 1) high-use areas of each species; 2) habitat types used by each species (estuary vs nearshore marine vs offshore marine); 3) minimum total distance travelled by each species; and, 4) inter- and intraspecific shared space use. I observed high-use of estuary and nearshore habitats by both Arctic Char and Dolly Varden. Dolly Varden used offshore habitats more than Arctic Char, although limited receiver coverage in the offshore marine environment likely did not capture the full extent of ii offshore travel. Minimum total distance travelled in each study year was similar between the two species. The median distance individual Arctic Char and Dolly Varden travelled per hour during their summer movements were 134 and 137 m, respectively. Arctic Char appeared to share space with other conspecifics more than expected by chance, whereas Arctic Char and Dolly Varden shared space less than expected by chance. Overall, it appears that these species occupy marine habitats differently. In Chapter 2, I used active tracking of radio-tagged fish to investigate potential spawning and overwintering locations used by Dolly Varden in the Coppermine River. I also deployed a radio receiver station to monitor the timing of movements as fish passed an obstacle (cascade) on their freshwater migration route. I found that Dolly Varden spawned and/or overwintered in the mainstem of the Coppermine River ~ 63-165 river km upstream of the ocean in riffle or run habitats. Fish that ascended the obstacle earlier were significantly more likely to travel a longer distance to their potential spawning and/or overwintering locations. The upper reaches of the Coppermine River appear to be important habitat for spawning and overwintering Dolly Varden. Together, my results can aid the development of species-specific restorative and stewardship measures and support the Kugluktuk HTO in protecting this critically important subsistence char fishery.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.012
GPT teacher head0.253
Teacher spread0.241 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueScholars Commons (Wilfrid Laurier University)→Same topicIndigenous Studies and Ecology→French-language works237,207→