Which pollutant is mainly responsible for thermal inversion-related smog episodes in urban areas?
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Thermal inversion traps pollutants near the ground, especially
\[
\boxed{\text{Particulate Matter (PM}_{2.5}\text{ and PM}_{10}\text{)}}
\]
resulting in severe smog episodes.