This study provides a comprehensive report on mass concentrations, chemical composition and mineralogy characterisations of PM10 atmospheric aerosols in the Gulf of Gabès, in South Tunisia. Data were collected at 18 locations (sample points in urban zones with industrial influence). Principally, they were located near the industrial complex. At each sample point, PM10 was measured, with a mobile monitoring unit equipped with real‐time analysers, which generated a mean value of each pollutant for an interval of 15 min. The duration of this measurement campaign was 20 days successive in 2007. In this study, statistical and geostatistical techniques were used to estimate PM10 . After analysing data and obtaining a good variogram, multivariate data analysis, cartography via ordinary kriging was used to estimate PM10 concentration at unsampled locations. The mineral phase identified by X‐ray powder diffraction technique and SEM‐EDX provides information about morphology and chemical composition of PM10 . The result shows that PM10 samples were enriched with metal elements specially Fe and Cd, and it shows also that the minerals phases identified in the samples were calcite, gypsum and dolmite.