Various environmental factors have been proposed, such as soil moisture levels, carbon, and nitrate sources to affect the abundance of nitrate reducing (NR) and denitrifying (DN) bacteria. In this study, the strength of the association of the abundance of NR and DN bacteria with various environmental factors is estimated using multivariate statistical analysis. Soil samples were collected from tallgrass prairie soils that had been contaminated with crude oil or brine (e.g. salt water) up to 10 years previously and from parallel uncontaminated sites. The sites had been subjected to remediation shortly after contamination and also more recently (e.g. current remediation treatments). The abundance of culturable NR and DN bacteria in the soil samples was estimated by 5-tube MPN method using nitrate broth, while total petroleum hydrocarbons (TPH), sodium chloride, nitrate, and moisture were measured in the contaminated and the parallel uncontaminated sites. Viable heterotrophic bacteria and NR and DN bacteria (>10 6 /g soil) from all sites were obtained from samples with a broad range of soil moisture (from 10-30% water/g soil) regardless of the source (e.g. site) of the isolates. The abundance of NR and DN bacteria from the contaminated sites was not less than that from the uncontaminated sites. Although MPN values for heterotrophs and NR and DN bacteria were similar over a broad range of moisture levels, the relative abundance of NR and DN bacteria had a wide range (e.g. 0% to 100%) in different samples with the same moisture level, which suggests that factors other than current levels of soil moisture controlled the % NR and DN bacteria. Current remediation treatments of contaminated sites sometimes, but not consis