Associations between air pollution and the acute exacerbations of chronic obstructive pulmonary disease (AECOPD) have been established primarily in time-series studies in which exposure and case data were at the aggregate level, limiting the identification of susceptible populations. Are air pollutants associated with the onset of AECOPD in China? Who is more susceptible to the effects of air pollutants? AECOPD data were obtained from the Acute Exacerbation of Chronic Obstructive Pulmonary Disease Registry study and air pollution data were assigned to individuals based on their residential address. We adopted a time-stratified case-crossover study design combined with conditional logistic regression models to estimate the associations between six air pollutants and AECOPD. Stratified analyses were performed by individual characteristics, disease severity, COPD types, and the season of exacerbations. A total of 5,746 patients were finally included. At a 2-day lag, for each interquartile range increase in PM2.5 and PM10 concentrations, odds ratios for AECOPD were 1.054 (95% CI: 1.012, 1.097) and 1.050 (95% CI: 1.009, 1.092), respectively. The associations were more pronounced in participants who were aged < 65 years, had experienced at least one severe AECOPD in the past year, were first diagnosed with COPD between the ages of 20 and 50, and experienced AECOPD in the cool seasons. By contrast, significant associations for NO2, SO2, and CO lost significance when excluding cases collected before 2020 or with larger distance from the monitoring station, and no significant association was observed for O3. This study provides robust evidence that short-term exposure to PM2.5 and PM10 was associated with higher odds of AECOPD onset. Individuals who are young, have severe COPD or young COPD, and experience an exacerbation during the cooler seasons may be particularly susceptible. NCT2657525 (ClinicalTrials.gov).