No naturally occurring Salmonella was present in the control samples. Hexanal (r=0.99), carbon dioxide (r= 0.98), 3-hydroxy-2-butanone (r=0.93) and 2-methyl propane (r=0.95) showed positive correlations with Salmonella population for fresh beef samples.