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Record W7132882765

Multiphase Aging of Atmospheric Biomass Burning Brown Carbon

2025· dissertation· W7132882765 on OpenAlexfundno aff
Carolyn Liu-Kang

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldEarth and Planetary Sciences
TopicAtmospheric chemistry and aerosols
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsAerosolParticulatesAbsorption (acoustics)Carbon fibersSinglet oxygenOxygenChemical compositionBiomass burning
DOInot available

Abstract

fetched live from OpenAlex

Brown carbon (BrC) is a type of carbonaceous aerosol, primarily emitted from biomass burning sources such as wildfires. These aerosol particles have significant implications on climate through their ability to absorb light, and potentially contributing to warming effects. Due to the expected increase of wildfire activity in the upcoming years, this source of particulate emission is also expected to increase. Oxidative and photochemical aging in the atmosphere, however, can change BrC’s light absorbing properties as well as its chemical composition. Significant uncertainties remain when estimating BrC’s impact on climate due to its chemical complexity and the range of atmospheric aging processes that can change its composition and optical properties.This thesis focused on elucidating the changes in absorption and chemical composition of biomass burning brown carbon aerosol from atmospheric aging. Targeting daytime photochemical aging by light exposure, we found that UVA light enhanced the ability of the particles to absorb visible light on short timescales of hours or less. This was accompanied by an increase in the oxidation state of the organic aerosols. The role that oxygen, and the subsequent reactive species formed by the presence of oxygen, plays in this absorption enhancement was also investigated. In particular, UV light exposure in the absence of oxygen does not lead to absorption enhancement in the visible region of the spectrum, pointing to the central role it plays in this photochemistry in the atmosphere. Using a singlet oxygen scavenger, we found that around 33% of the absorption increase was due to the formation of this reactive species, with no indication of OH radical formation. This has implications for anoxic, solid-like particles, where oxygen availability is low. Lastly, the enhancement in the absorption properties of biomass burning aerosols by short-term (1 hour) aging with low mixing ratios of NO3 radicals, one of the most important nighttime oxidants. We found that prior aging by either OH radicals or UVB light exposure significantly suppresses the subsequent absorption enhancement from NO3 radical aging, indicating that the aging mechanisms are in competition with each other. Overall, this thesis highlights the rapid optical and chemical transformations of BrC via photochemical and oxidative processing, and advances our understanding of how such particles evolve, with associated impacts on climate.

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 score0.001
Threshold uncertainty score0.004

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 head0.015
GPT teacher head0.277
Teacher spread0.262 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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