The objective of this study was to correlate the chemical composition and the odor concentration of emissions produced during storage and composting of pig slaughterhouse sludge (PSS). Seven experimental conditions were monitored using composting reactors with forced aeration and cells designed to simulate storage. Sixty-six gas samples were collected and characterized by both GC-MS and olfactometry. Two types of correlation were investigated between the chemical composition and the odor concentration (OC) of every gas sample. The odor activity value for a given emitted compound (OAV) was computed as the ratio of its chemical concentration to its odor detection threshold (ODT). The correlation OAV(MAX) considered that the OC of a gas sample was equal to its highest OAV whereas the correlation OAV(SUM) considered that the odor of the gas sample was equal to the sum of the OAV of every compound contained in the gas sample. As per Standard EN 13725, both OAV(MAX) and OAV(SUM) were compared using a confidence level for OC defined as [OC/1.65 to 1.65 x OC]. Whereas OAV(MAX) values were within the confidence level of OC for 62% of the 66 gas samples, OAV(SUM) values were within this confidence level for only 53%. Validating OAV(MAX) as a satisfying correlation between chemical composition and OC, only three compounds among the 66 identified namely trimethylamine, hydrogen sulfide and methanethiol, accounted for the prediction of OC measured during composting and storage of PSS. (C) 2015 Elsevier B.V. All rights reserved.