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Earlier studies on the genus Amycolatopsis showed that pairs of strains having over 0.02 gyrB or 0.04 recN genetic distance are likely to be different species. However, in this work, it was found that a gyrB genetic distance of 0.012 or a recN genetic distance of 0.019 or a gyrB+recN genetic distance of 0.013 can be acted as a threshold for describing Amycolatopsis species. In light of this relationship, a novel actinobacterial strain cg13T from the rhizosphere soil of Cyclosorus parasiticus was subjected to a polyphasic taxonomic study. 16S rRNA gene sequence analysis revealed that strain cg13T exhibited the highest similarities to Amycolatopsis albidoflava IMSNU 22139T and Amycolatopsis halotolerans JCM 13279T. Phylogenetic analysis of 16S rRNA gene and whole-genome sequences indicated that strain cg13T was closely related to them. But the average nucleotide identity based on MUMmer (ANIm) and digital DNA–DNA hybridization (dDDH) values between genomes of strain cg13T and these two strains were below the thresholds for delineating species, suggesting that strain cg13T may be a new species. Significant differences in phenotypic and chemotaxonomic characteristics between strain cg13T and them further provided some useful information for strain cg13T as an independent species. Furthermore, ANIm and dDDH between genomes of strain cg13T and those strains (except Amycolatopsis equina SE(8)3T), which had more than 98.65% 16S rRNA gene sequence similarities to strain cg13T, were far below the thresholds for delineating species. Although the genomic correlation between strain cg13T and A. equina SE(8)3T cannot be evaluated due to unavailable genomic data of A. equina SE(8)3T, the gyrB/recN/gyrB+recN genetic distances between them were much above the maximum range of 0.012, 0.019 and 0.013 recommended above for delineating an Amycolatopsis species. Based on all these results, strain cg13T represents a novel Amycolatopsis species, for which the name Amycolatopsis rhizosphaerihabitans sp. nov. is proposed. The type strain is cg13T=MCCC 1K09229T=KCTC 59393T.