Off the Beaten Path: Are Unpaved Roads and Recycled Tire Materials Pathways for 6PPD-Q to Enter the Environment?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Efforts to expand the operational lifespan of rubber tires have led to the addition of sacrificial antiozonants, including 6PPD, into the rubber material to reduce ozone-induced oxidative damage. Recent studies have demonstrated the acutely toxic effects of the transformation product of 6PPD, 6PPD-Quinone (6PPD-Q), on various salmonids in urban streams. Most of these studies have focused on 6PPD-Q generated on paved roads by tire wear particles. However, over half the road network in Canada consists of unpaved roads, which remain unstudied for 6PPD-Q contamination. Additionally, of the 414,116 tonnes of tires recycled in Canada in 2021, 44% of that mass has been converted into landscaping materials. The use of recycled tire materials as landscaping material exposes 6PPD-containing rubber to ozone and rain, potentially leaching 6PPD-Q into the urban storm drain network. In this thesis, the hypothesis is that recycled tire materials can leach 6PPD-Q into stormwater and that the concentrations found in that stormwater vary depending on environmental factors. The second hypothesis is that gravel roads contain 6PPD-Q within the road dust that comprises the road surface, and that the 6PPD-Q concentrations depend on specific environmental/anthropogenic factors. To address the potential for recycled tire material to leach 6PPD-Q, a long-term leachate study was designed to detect and quantify concentrations of 6PPD-Q in stormwater after it filters through two recycled rubber landscaping materials (mulch and crumb). Solid phase extraction techniques were then used to extract 6PPD-Q from the stormwater leachate. To examine 6PPD-Q in gravel road dust, gravel dust was collected from the surface of unpaved roads in and around Saskatoon, Saskatchewan, Canada. Chemical extractions of the gravel road dust then allowed for the detection and quantification of 6PPD-Q within each sample. 6PPD-Q concentrations in the stormwater leachate and gravel dust chemical extractions were quantified using ultra-high-performance liquid chromatography high-resolution mass spectrometry. The stormwater leachate had 6PPD-Q concentrations ranging from 1.81 µg/L to 34.5 µg/L, with a median concentration of 10.6 µg/L. Multiple linear models and other statistical tests showed that the concentrations in this leachate were affected by particle size, as well as days elapsed, mean temperature, and days between collections. In the gravel road extracts, 6PPD-Q concentrations ranged between 0.21 ng/g dry weight (dw) and 1.47 ng/g dw (median: 0.51 ng/g dw). When normalized to total organic carbon (TOC) content to allow for comparison with similar studies conducted on paved road dust, concentrations varied between 9.83 and 342 ng/g-TOC (median: 145 ng/g-TOC). Location of the roads, seasonality, or TOC content did not affect 6PPD-Q concentrations, whereas speed limit showed a positive linear relationship with 6PPD-Q concentrations. The recycled rubber study demonstrates that unintended leaching of 6PPD-Q can occur under environmental conditions, highlighting multiple factors that influence these outcomes. The 6PPD-Q concentrations in the collected leachate suggest that applications of recycled rubber in outdoor artificial turf fields may be a concentrated source of 6PPD-Q in stormwater. Further work should be conducted using similar techniques to examine the 6PPD-Q concentrations that could be found in rainwater leachate from full-sized artificial turf fields. The gravel road study provides an initial glimpse at the role unpaved roads play in adding 6PPD-Q into the environment. The presence of 6PPD-Q in unpaved road dust suggests that unpaved road dust may act as a pathway for 6PPD-Q to enter the local environment. Future work with 6PPD-Q and gravel roads should confirm whether traffic volume influences 6PPD-Q concentrations in the dust and to understand if dust blown from the road surface could spread 6PPD-Q as it travels. Thus, with the findings presented here, this thesis contributes to the understanding of sources of 6PPD-Q beyond paved roads.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it