Abstract: Plastic sports-fields are commonly used in communities, schools and other public places nowadays, which can offer positive benefits to fitness and sports. Plastic sports-fields are usually made of petroleum-based materials. Under high-temperature weather, various potentially harmful volatile organic compounds (VOCs) can be released to the ambient air, which pose a potential health risk to people who are on the plastic sports-field or living near the plastic sports-field. In our previous work, an analytical tool for onsite investigation of air pollutants was developed by drone-based solid-phase microextraction (drone-SPME) coupled with portable gas chromatographymass spectrometry (PGC-MS). In this work, the drome-SPME-PGC-MS method was further used to analyze the air pollutants in the plastic sportsfield. The volatile air pollutants such as benzothiazole and benzene were identified by NIST standard spectra and standard substances. The results showed that benzothiazole was released from the ground material of plastic sports-fields, while benzene was mainly released from the paint that was painted at the fence of plastic sports-fields. Analytical performances, such as sensitivity, reproducibility, and quantitation were investigated using drone-SPME-PGC-MS. The relative standard deviations (RSDs) of benzene (1.0 μg/L) and benzothiazole (1.0 μg/L) were 13.2% and 11.4% (n=6), respectively, indicating the high reliability of drone-SPME for air sampling. The limits of detection (LODs) of benzene and benzothiazole were 0.036 μg/L and 0.088 μg/L (S/N=3), respectively, showing good sensitivity for air analysis. The different concentrations of benzene and benzothiazole in a glass container were detected using this method, showing good linear responses (benzene: 0.044-2.20 μg/L, R²=0.992 9; benzothiazoles: 0.10-2.10 μg/L, R²=0.993 7). Moreover, benzene and benzothiazole in the air at different plastic sportsfields were quantitative detected by established drone-SPME-PGC-MS. Furthermore, the releases and distributions of benzothiazole and benzene at different temperatures (33, 12 ℃) and different heights (0.5-40 m) were investigated, showing that these air pollutants were mainly distributed at the ground layer (≤ 5 m) and were mainly released at high-temperature conditions (33 ℃). Overall, the drone-SPME-PGC-MS is a promising analytical method for the onsite investigation of air pollutants at the plastic sports-fields.