This report is part of a project to characterize cotton gin emissions from the standpoint of stack sampling. The impetus behind this project was the urgent need to collect additional cotton gin emissions data to address current regulatory issues. A key component of this study was focused on EPA emission factors for particulate matter with a particle diameter nominally less than or equal to 10 µm (PM10). The 1996 EPA AP-42 emission factors were assigned quality ratings, from A (Excellent) to E (Poor), to assess the quality of the data being referenced. Emission factor quality ratings for cotton gins were extremely low. Cotton gin data received these low ratings because they were collected almost exclusively from a single geographical region. The objective of this study was to collect additional PM10 emission factor data for mote trash systems at cotton gins located in regions across the cotton belt based on EPA-approved stack sampling methodology, Method 201A. The project plan included sampling seven cotton gins across the cotton belt. Key factors for selecting specific cotton gins included: 1) facility location, 2) production capacity, 3) processing systems, and 4) abatement technologies. Two of the seven gins had mote trash systems where the exhaust airstreams were not combined with other major systems. In terms of capacity, the two gins were typical of the industry, averaging 32.4 bales/h during testing. The mote trash system average emission factors for PM10 and total particulate were 0.011 kg/227-kg bale (0.025 lb/500-lb bale) and 0.021 kg/bale (0.046 lb/bale), respectively. The system average PM10 emission factor was higher and the system average total particulate emission factor was lower than those currently published in EPA AP-42. Mote trash system PM10 emission rate test averages ranged from 0.32 to 0.37 kg/h (0.72-0.81 lb/h). The ratio of mote trash system PM10 to total particulate was 53.2%.