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Record W2583384095

THE APPLICATION OF PUSH-PULL TESTING TO DEFINE BIOGEOCHEMICAL CONTROLS ON SELENIUM AND NITRATE ATTENUATION IN SATURATED COAL WASTE ROCK

2016· dissertation· en· W2583384095 on OpenAlexfundaboutno aff
Marcie S. Schabert

Bibliographic record

VenueUniversity Library - University of Saskatchewan (University of Saskatchewan) · 2016
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicGroundwater and Isotope Geochemistry
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsBiogeochemical cycleSeleniumWaste managementCoalEnvironmental scienceAttenuationNitrateMining engineeringEnvironmental chemistryEngineeringChemistry
DOInot available

Abstract

fetched live from OpenAlex

Surface mining of steelmaking coal in the Elk Valley, British Columbia, Canada, has resulted in the release of constituents of interest, such as selenium (Se) and nitrate (NO3-). Oxidation of sulfide minerals in the unsaturated coal waste rock generates water-soluble forms of Se (selenite (Se4+) and selenate (Se6+)). Nitrate, introduced to waste rock through the blasting process, is also water soluble and mobile in the aqueous phase. Limited data suggest attenuation of Se and NO3- via reduction can occur in saturated waste rock, and therefore the placement of waste rock in topographic low areas, such as backfilled pits, could create conditions in which Se and NO3- attenuation would be enhanced. Key factors in the attenuation of these species are the reduction reaction rates and residence time of water in the saturated zone. Water level measurements, slug testing, and groundwater age dating were conducted at the Henretta saturated backfill study area at the Fording River Operation to develop an understanding of the hydraulics of the saturated backfill. Geochemical data collected over approximately 2.5 years were used to examine changes in porewater chemistry over time with respect to individual species, and compare the relationship between species over time (i.e., Se/SO42- and SO42-/NO3-). A method to examine in situ reaction rates (push-pull testing) was developed and tested. Tests were able to identify the consumption of dissolved oxygen (DO) and interpret DO consumption using a first-order reaction equation. Push-pull tests were then conducted at two wells in the study area to determine if Se6+ and/or NO3- can be attenuated over a 3-day test period. Additional information on the reduction potential of the study area was gathered from Se speciation analysis, NO3- isotopes, and dissolved organic carbon concentrations. Slug testing demonstrated that the waste rock is highly permeable (hydraulic conductivity on the order of 10-4 m/s), and tritium-helium age dating showed that water flow within the saturated fill is rapid. Although changes occurred in porewater geochemistry over time, the relative concentrations of SO42- and NO3- remained stable. On the other hand, the relationship between Se and SO42- varied over time, suggesting differences in the availability or attenuation of Se relative to SO42-. Results of push-pull testing, Se speciation, and NO3- isotope analyses indicate no observable Se or NO3- reduction occurred at the site over the period of testing (i.e., 3 d).

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.045
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
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.006
GPT teacher head0.158
Teacher spread0.152 · 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 designBench or experimental
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

Citations1
Published2016
Admission routes2
Has abstractyes

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