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 Environmental Protection Agency (EPA) total particulate emission factors. EPA AP-42 emission factors are generally assigned a rating, from A (Excellent) to E (Poor), to assess the quality of the data being referenced. Current EPA total particulate emission factor ratings for cotton gins are extremely low. Cotton gin data received these low ratings because the data were collected almost exclusively from a single geographical region. The objective of this study was to collect additional total particulate emission factor data for master trash systems from cotton gins located in regions across the cotton belt using EPA-approved stack sampling methodology. The project plan included sampling seven cotton gins. Key factors for selecting specific cotton gins included: 1) facility location, 2) production capacity, 3) processing systems and 4) abatement technologies. Five gins with master trash system exhausts were sampled. The average production rate during testing for the five gins was 34.4 bales/h. The average master trash system total particulate emission factor based on five tests (15 total test runs) was 0.187 kg/227-kg bale (0.411 lb/500-lb bale). This average total particulate emission factor was less than that currently published in 1996 EPA AP-42, which was 0.24 kg/bale (0.54 lb/bale).The master trash system emission rate test averages ranged from 1.92 to 11.06 kg/h (4.23-24.39 lb/h).