The metallurgical industry is an important anthropogenic source of atmospheric particulate matter and associated heavy metals. However, the size distribution, chemical profiles, and potential toxic burdens of particulate matter emitted from metallurgical sources remain insufficiently characterized. In this study, a dilution sampling system was used to collect particulate matter in four size fractions from nine typical metallurgical processes in China, covering zinc, copper, aluminum, tin, lead, and iron/steel smelting. A total of 51 chemical species, including inorganic elements, water-soluble ions, and carbonaceous components, were systematically characterized, and size-resolved emission factors were calculated. The results showed that pyrometallurgical and hydrometallurgical zinc smelting emitted the highest total particulate matter (TPM) concentrations, reaching 27.2 and 26.5 mg/m3, respectively. Their corresponding TPM emission factors were 2.24 × 103 and 704 g/t. Metallurgical particulate emissions were dominated by PM1–2.5 and PM1, with PM2.5/PM10 ratios ranging from 0.59 to 0.86. The chemical composition exhibited pronounced size-dependent differences and strong process specificity. Crustal elements contributed more prominently to particles larger than PM2.5, whereas water-soluble inorganic ions, organic carbon, and heavy metals were increasingly enriched in PM1–2.5 and PM1. Notably, tin smelting showed a clear decoupling between TPM emission intensity and PM1-bound risk-related metal burden, indicating that conventional control strategies based solely on total particle mass may overlook fine-mode metal emission priorities.
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