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Record W2344019746 · doi:10.14288/1.0089192

Natural patterns and land use impacts on lacustrine sedimentation in Northwestern British Columbia

2009· article· en· W2344019746 on OpenAlexaboutno aff
Erik Schiefer

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSoil erosion and sediment transport
Canadian institutionsnot available
Fundersnot available
KeywordsSedimentationNatural (archaeology)Land useGeologyPhysical geographyGeographyArchaeologyHydrology (agriculture)GeomorphologyEcologySediment

Abstract

fetched live from OpenAlex

It has long been established that land use disturbances can induce elevated sediment yields in affected drainage basins. This effect is well documented with respect to forestry activities in the Pacific Northwest. A major problem encountered in studying disturbed sediment yields in the Pacific Northwest is putting the forestry impacts in context with the high degree of spatial and temporal variability in the sedimentary system. The analysis of lake sediments is an attractive method for assessing land use impacts on sediment yield at the basin scale, since a long term sedimentary record can be established that reflects all of the integrated upstream watershed effects. In this study, lake sediment records have been utilized to investigate historical sedimentation patterns in Northwestern British Columbia. Core chronologies and sedimentation rates were derived from ²¹³Pb dating techniques. Study catchments have been selected that span a range of spatial scales, physiographic regions, and land use histories, in order to permit a comprehensive regional assessment of lake catchment sediment yield. Study objectives include the assessment of the natural patterns of lake sedimentation, determining the relative impact of forestry on lake sedimentation in context with the naturally observed variability, and the confirmation of lake coring and associated analysis techniques as appropriate methods of assessing land use disturbances. Specific sediment yield, or sediment yield per unit of contributing basin area, is used as an index of primary subareal denudation of the lake catchments. Specific yield in Northwestern British Columbia spans two orders of magnitude, from 0.0015 Mg/km²/day in the Interior Plateau to 0.1434 Mg/km²/day in the North Coast. The higher rates of sediment yield in the North Coast reflects the higher erosion rates, greater transport capacity, and lower storage potential in that region. Specific sediment yield also increases with increasing drainage area in the North Coast. This trend is likely associated with the dominance 6f secondary remobilization of Quaternary sediments from stream banks and valley bottom areas. In the flat-lying plateau and major valley areas specific sediment yield decreases with increasing drainage area, thus fitting the conventional model of sediment delivery where storage efficiency increases downstream. In the Hazelton and Skeena Mountains there is no significant relation between specific yield and drainage area. There is a clear trend towards increasing lacustrine sedimentation rates irrespective of land use change in the lake catchments. This natural trend is a major confounding factor in disentangling land use impacts on sedimentation patterns. This trend may be related to precipitation increases undergone in the whole study area over the last few decades. Natural disturbances, such as mass wasting and other geomorphic events, are important processes of sediment transfer in headwater lake catchments, although specific processes influencing lacustrine sediment yield were undetermined. Superimposed on. all of the observed natural variability are some qualitative and semi-quantitative land use effects on sediment yield. Land use impacts could only be partially separated from natural fluctuations, however, a clear land use signature, in the form of increased sedimentation rates, was observed in some of the study lakes. Most significant recent increases in sedimentation rates have occurred in the Nechako Plateau, Nass Basin and Major Valleys lakes which have been exposed to extensive forestry activities. Lake catchments which have been subject to multiple land use activities also showed a clear land use impact in the sedimentary signatures. Results indicate that lake sediment-based research can be an effective and useful approach to assess the long term impacts of forest harvesting and other land use disturbances on lake catchment yield. Inherent limitations of the lake sediment-based methodology and recommendations for future work are reviewed.

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 score0.023
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.011
GPT teacher head0.174
Teacher spread0.163 · 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

Citations2
Published2009
Admission routes1
Has abstractyes

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