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Record W6997200947

Using paleolimnology to assess influence of Peace River regulation on lakes along two transects in the northern portion of the Peace-Athabasca Delta

2022· dissertation· en· W6997200947 on OpenAlexaboutno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2022
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsnot available
Fundersnot available
KeywordsDeltaTransectSedimentHydrology (agriculture)FloodplainPaleolimnologyFlood mythRiver deltaWater levelClimate changeSedimentary budget
DOInot available

Abstract

fetched live from OpenAlex

The Peace-Athabasca Delta (PAD), northern Alberta, Canada, is an ecologically and culturally important floodplain where debate has persisted for more than 60 years about causes of water-level drawdown of its abundant, shallow perched lakes. Hydroelectric regulation of Peace River flow by the W.A.C. Bennett Dam, located ~1100 km upstream of the delta at the river’s headwaters, is widely considered to be the main cause of perched lake drying via reduction in occurrence of ice-jam flood events. However, prior paleolimnological studies have identified that flood frequency and lake levels began to decline in the late 1800s and early 1900s, many decades before construction of the dam, in response to climate change. Here, we further assess for evidence of shifting lake hydrology associated with the timing of river regulation using analyses of sediment cores from twelve lakes in the northern portion of the PAD. Lakes were arranged along two transects adjacent to Moose Island and Rocky Point, respectively, that span a 27-km stretch of the Peace River and vary up to 9.7 km from the river. Sediment cores from each lake were analyzed for variation in sediment composition by loss-on-sequential-heating, and organic carbon and nitrogen elemental and isotope composition to reconstruct past hydrological change. Cores from seven of the lakes possessed sediment records that could be dated using activity profiles of 210Pb and 137Cs. Mineral matter content, C/N ratios, and δ15N decline in upper strata of all the sediment cores, trends that can be interpreted as consistent with observations and other evidence of reduction in flood frequency at the Peace sector of the PAD. Use of breakpoint analysis identified that 17 of 21 records (3 sedimentary variables x 7 lakes with dated cores) infer a decline of river influence one to five decades after 1968, whereas only 3 records infer a decline of river influence coincident with 1968. These findings do not provide strong support for widely held contention that perched lake drying at the PAD began in 1968 due to effects of the W.A.C. Bennett Dam on the ice-jam flood regime. Instead, climatic shifts to lower snowpack and warmer temperatures since at least the mid-1970s appear to be a main driver. However, it is not possible to discount the possibility that climatic trends may have caused the river flow regime to pass a threshold and delay effects of the W.A.C. Bennett Dam. Regardless of the cause, perched lake drawdown in the PAD has negative consequences for ecosystem function and Indigenous land users, and requires adaptative and/or mitigative strategies.

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)0.001
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 score0.693
Threshold uncertainty score0.610

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
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 head0.027
GPT teacher head0.247
Teacher spread0.220 · 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
Published2022
Admission routes1
Has abstractyes

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