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Record W4408512002 · doi:10.1016/j.ijggc.2025.104344

Optimizing the management of quarry fines for on-site carbon removal: Implications of grain size and mineralogy on CO2 mineralization

2025· article· en· W4408512002 on OpenAlexaff
Amanda Stubbs, Faisal W.K. Khudhur, Ian Power, Linzi McDade, Mark Friel, Iain Neill, John MacDonald

Bibliographic record

VenueInternational journal of greenhouse gas control · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicCO2 Sequestration and Geologic Interactions
Canadian institutionsTrent University
FundersNatural Environment Research CouncilSociety of American Gastrointestinal and Endoscopic SurgeonsScottish Alliance for Geoscience, Environment and Society
KeywordsMineralization (soil science)Grain sizeGeologyMineralogyGeochemistryMining engineeringEnvironmental scienceSoil scienceGeomorphologySoil water

Abstract

fetched live from OpenAlex

• Basaltic fines from UK quarries are suitable feedstocks for carbon dioxide removal. • Particle size and surface area have the greatest impact on carbonation of basaltic fines. • Bulk fines can sequester between 360 and 460 t CO 2 /yr if spread over 0.6–0.8 km 2 . • Sieved fines (<100 μm) can sequester between 1100 and 1480 t CO 2 /yr if spread over 0.8–1.1 km 2 . • Crushing rock to <100 μm costs more than carbon could be sold for at current UK prices. Weathering of basaltic quarry fines can enable quarries to remove CO 2 by optimizing the management of underutilized rock fines. In this study, basaltic fines from two quarries in Scotland are used as potential feedstocks for ERW. Using column experiments, fines from both sites were placed into columns as layers with varying thicknesses (1 cm and 5 cm) and grain sizes (bulk and <100 μm). Fines were saturated (≈60 % pore water) and exposed to ambient UK conditions (10 °C, 0.04 % CO 2 ) and accelerated carbonation conditions (50 °C, 20 % CO 2 ). Quarry site 1 experienced negligible increases in TIC within bulk fines under ambient conditions, yet fines <100 μm experienced carbonation equivalent to 440 g CO 2 /m 2 /yr. However, the total inorganic carbon content (TIC) nearly doubled in the bulk fines from quarry site 2 (5 cm) under ambient conditions, equivalent to 570 g CO 2 /m 2 /yr. In the sieved fines from the same site the TIC content nearly tripled, equivalent to 1330 g CO 2 /m 2 /yr. At site 2, if the bulk fines could be deposited over 0.8 km 2 of land in 5 cm thicknesses, approximately 460 t CO 2 /yr could be sequestered with minimal management practices in place. Using fresh fines that have not previously weathered in stockpiles is important for maximizing the carbon dioxide removal potential. Despite higher carbon offsets within the sieved material, the energy and cost required to crush rock from bulk to <100 μm is not economically feasible, as it exceeds the value of carbon which it could be sold for.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.688
Threshold uncertainty score0.234

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.274
Teacher spread0.264 · 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.

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

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