20.500.12556/DiRROS-18022 Fine particulate matter (PM2.5) exposure assessment among active daily commuters to induce behaviour change to reduce air pollution Fine particulate matter (PM2.5), a detrimental urban air pollutant primarily emitted by traffic and biomass burning, poses disproportionately significant health risks at relatively limited exposure during commuting. Previous studies have mainly focused on fixed locations when assessing PM2.5 exposure, while neglecting pedestrians and cyclists, who often experience higher pollution levels. In response, this research aimed to independently validate the effectiveness of bicycle-mounted low-cost sensors (LCS) adopted by citizens, evaluate temporal and spatial PM2.5 exposure, and assess associated health risks in Ljubljana, Slovenia. The LCS quality assurance results, verified by co-location field tests by air quality monitoring stations (AQMS), showed comparable outcomes with an average percentage difference of 21.29 %, attributed to humidity-induced nucleation effects. The colder months exhibited the highest air pollution levels (μ = 32.31 μg/m3) due to frequent thermal inversions and weak wind circulation, hindering vertical air mixing and the adequate dispersion of pollutants. Additionally, PM2.5 levels in all sampling periods were lowest in the afternoon (μ = 12.09 μg/m3) and highest during the night (μ = 61.00 μg/m3) when the planetary boundary layer thins, leading to the trapping of pollutants near the surface, thus significantly affecting diurnal and seasonal patterns. Analysis of exposure factors revealed that cyclists were approximately three times more exposed than pedestrians. However, the toxicological risk assessment indicated a minimal potential risk of PM2.5 exposure. The collaborative integration of data from official AQMS and LCS can enhance evidence-based policy-making processes and facilitates the realignment of effective regulatory frameworks to reduce urban air pollution. air pollution monitoring PM2.5 exposure citizen science bicycle-mounted low-cost sensors true false true Elsevier Angleški jezik Ni določen © 2023 The Authors. Published by Elsevier B.V. Neznano 2024-01-30 08:02:28 2024-01-30 08:43:10 2024-01-31 03:39:15 0000-00-00 00:00:00 2023 0 0 Nasl. z nasl. zaslona; Opis vira z dne 12. 12. 2023; str. 1-10 [article no.] 169117 Vol. 912 Feb. 2024 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 2023-12-07 54 1879-1026 10.1016/j.scitotenv.2023.169117 177134851 https://www.sciencedirect.com/science/article/pii/S0048969723077471?via%3Dihub 1 893839fd-bf3d-11ee-b0d4-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=24458 RAZ_Ilenic_Anja_2023.pdf RAZ_Ilenic_Anja_2023.pdf 1 98184E1C7C65841CEB381FD39D3B3F9D 64be02d21cfab20d0107ed03d233eaa94f79b2129f2d51c96cbe7d6600612bb8 f4a4ed06-bf42-11ee-b0d4-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=24460 Zavod za gradbeništvo Slovenije 0 0 0