A Gram-stain-positive, aerobic, non-motile, rod-shaped bacterium, designated strain CF5-4(T), was isolated from iron mining powder. 16S rRNA gene sequence analysis grouped strain CF5-4(T) in a single cluster with Actinotalea fermentans DSM 3133(T) (97.6% similarity). The major fatty acids (>5%) of strain CF5-4(T) were anteiso-C-15:0, anteiso-C-15:1 A, C-16:0, iSO-C-16:0, iso-C-15:0 and anteiso-C-17:0. The predominant respiratory quinone was MK-10(H-4) and the genomic DNA G+C content was 74.7 mol%. The major polar lipids were diphosphatidylglycerol and one unidentified phosphoglycolipid. The peptidoglycan type of strain CF5-4(T) was A4 beta, containing L-Orn-D-Ser-D-Asp. The cell-wall sugars were rhamnose, fucose, mannose and galactose. The results of DNA-DNA hybridization in combination with the comparison of phenotypic and phylogenetic characteristics among strain CF5-4(T) and related micro-organisms revealed that the isolate represents a novel species of the genus Actinotalea, for which the name Actinotalea ferrariae sp. nov. is proposed. The type strain is CF5-4(T) (=KCTC 29134(T)=CCTCC AB2012198(T)).