While the daily PM2.5 levels have reduced in Europe and North America in the two decades to 2019, levels have increased in South Asia, Australia, New Zealand, Latin America and the Caribbean, with more than 70 per cent of days globally seeing levels above what is safe.
The team utilised traditional air quality monitoring observations, satellite-based meteorological and air pollution detectors, statistical and machine learning methods to more accurately assess PM2.5 concentrations globally.
“We used an innovative machine learning approach to integrate multiple meteorological and geological information to estimate the global surface-level daily PM2.5 concentrations at a high spatial resolution of approximately 10km x10km for global grid cells in 2000-2019, focusing on areas above 15 micrograms per cubic metre (μg/m3), which is considered the safe limit by WHO,” said Professor Yuming Guo, from the Monash University.
“The unsafe PM2.5 concentrations also show different seasonal patterns that included Northeast China and North India during their winter months (December, January, and February), whereas eastern areas in northern America had high PM2.5 in its summer months (June, July, and August),” he said.
The study found that despite a slight decrease in high PM2.5 exposed days globally, by 2019 more than 70 per cent of days still had PM2.5 concentrations higher than 15 μg/m3.
In southern Asia and eastern Asia, more than 90 per cent of days had daily PM2.5 concentrations higher than 15 μg/m3, the researchers said. Globally, the annual average PM2.5 from 2000 to 2019 was 32.8 g/m3, they said.
The study found that the highest PM2.5 concentrations were distributed in the regions of Eastern Asia (50.0 g/m3) and Southern Asia (37.2 g/m3), followed by northern Africa (30.1 g/m3).
Australia and New Zealand (8.5 μg/m3), other regions in Oceania (12.6 μg/m3), and southern America (15.6 μg/m3) had the lowest annual PM2.5 concentrations, the researchers added.
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