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Seasonal Changes in Urban PM<sub>2.5</sub> Hotspots and Sources from Low-Cost Sensors
oleh: Lorenz Harr, Tim Sinsel, Helge Simon, Jan Esper
Format: | Article |
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Diterbitkan: | MDPI AG 2022-04-01 |
Deskripsi
PM<sub>2.5</sub> concentrations in urban areas are highly variable, both spatially and seasonally. To assess these patterns and the underlying sources, we conducted PM<sub>2.5</sub> exposure measurements at the adult breath level (1.6 m) along three ~5 km routes in urban districts of Mainz (Germany) using portable low-cost Alphasense OPC-N3 sensors. The survey took place on five consecutive days including four runs each day (38 in total) in September 2020 and March 2021. While the between-sensor accuracy was tested to be good (R² = 0.98), the recorded PM<sub>2.5</sub> values underestimated the official measurement station data by up to 25 µg/m<sup>3</sup>. The collected data showed no consistent PM<sub>2.5</sub> hotspots between September and March. Whereas during the fall, the pedestrian and park areas appeared as hotspots in >60% of the runs, construction sites and a bridge with high traffic intensity stuck out in spring. We considered PM<sub>2.5</sub>/PM<sub>10</sub> ratios to assign anthropogenic emission sources with high apportionment of PM<sub>2.5</sub> in PM<sub>10</sub> (>0.6), except for the parks (0.24) where fine particles likely originated from unpaved surfaces. The spatial PM<sub>2.5</sub> apportionment in PM<sub>10</sub> increased from September (0.56) to March (0.76) because of a pronounced cooler thermal inversion accumulating fine particles near ground. Our results showed that highly resolved low-cost measurements can help to identify PM<sub>2.5</sub> hotspots and be used to differentiate types of particle sources via PM<sub>2.5</sub>/PM<sub>10</sub> ratios.