Estimating the Contribution of Traction Sanding to Observed PM10 Concentrations Using Mass Balance Arguments

<title>Abstract</title> PM <sub>10</sub> concentrations in many countries in Europe are above or close to the limit values set out by the European commission for 2030. This includes both the daily mean and annual mean limit values of 45 µg/m <sup>3</sup> and 20 µg/m <sup>3</sup> respectively. In the European Ambient Air Quality Directives (AAQD) from 2008 and the new AAQD for 2030 the possibility exists to discount an exceedance of a daily mean PM <sub>10</sub> concentration if this is caused by the contribution from traction sanding or road salting. To implement this article in the AAQD, some methodology must be applied to determine the contribution of traction sanding to the PM <sub>10</sub> concentrations. The current recommended method is very simple and does not account for the amount of sand applied, the studded tyre share or the traffic volume. This paper outlines the use of mass balance modelling, in combination with observed PM <sub>10</sub> and PM <sub>2.5</sub> concentrations, to determine the contribution of traction sanding to PM <sub>10</sub> non-exhaust emissions. A two-tiered approach is provided. The first tier assumes that all wear sources are deposited onto the road surface, allowing both traction sand and wear particles to undergo the same removal processes, conserving their relative contributions to the emitted PM. The second tier improves this method by including additional information concerning direct emissions and the surface wetness. The two methods are shown to closely follow the more complex NORTRIP road dust emission model and the methods may be applied to deduce traction sanding contributions to PM <sub>10</sub> concentrations with simple spreadsheet calculations. This will enable the eventual negation of exceedances caused by the traction sanding contribution.

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Publication Details

Journal
Environmental Modeling & Assessment
Published
2026-08-14
DOI
https://doi.org/10.1007/s10666-026-10157-y
Primary Topic
Air Quality and Health Impacts
Type
article
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article

Estimating the Contribution of Traction Sanding to Observed PM10 Concentrations Using Mass Balance Arguments

Bruce Denby, Elin Ristorp Aas, Michael Norman
Environmental Modeling & Assessment
Air Quality and Health Impacts
article

Estimating the Contribution of Traction Sanding to Observed PM10 Concentrations Using Mass Balance Arguments

Bruce Denby, Elin Ristorp Aas, Michael Norman
article en

Abstract

<title>Abstract</title> PM <sub>10</sub> concentrations in many countries in Europe are above or close to the limit values set out by the European commission for 2030. This includes both the daily mean and annual mean limit values of 45 µg/m <sup>3</sup> and 20 µg/m <sup>3</sup> respectively. In the European Ambient Air Quality Directives (AAQD) from 2008 and the new AAQD for 2030 the possibility exists to discount an exceedance of a daily mean PM <sub>10</sub> concentration if this is caused by the contribution from traction sanding or road salting. To implement this article in the AAQD, some methodology must be applied to determine the contribution of traction sanding to the PM <sub>10</sub> concentrations. The current recommended method is very simple and does not account for the amount of sand applied, the studded tyre share or the traffic volume. This paper outlines the use of mass balance modelling, in combination with observed PM <sub>10</sub> and PM <sub>2.5</sub> concentrations, to determine the contribution of traction sanding to PM <sub>10</sub> non-exhaust emissions. A two-tiered approach is provided. The first tier assumes that all wear sources are deposited onto the road surface, allowing both traction sand and wear particles to undergo the same removal processes, conserving their relative contributions to the emitted PM. The second tier improves this method by including additional information concerning direct emissions and the surface wetness. The two methods are shown to closely follow the more complex NORTRIP road dust emission model and the methods may be applied to deduce traction sanding contributions to PM <sub>10</sub> concentrations with simple spreadsheet calculations. This will enable the eventual negation of exceedances caused by the traction sanding contribution.

Environmental Modeling & Assessment
Norwegian Meteorological Institute (NO), Swedish Environmental Protection Agency (SE)
Openalex Percentile: Top 96%
Air Quality and Health Impacts
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Estimating the Contribution of Traction Sanding to Observed PM10 Concentrations Using Mass Balance Arguments — Bruce Denby, Elin Ristorp Aas, et al. · Environmental Modeling & Assessment (2026) | TGRS Research Map | TGRS