Astroviruses cause gastrointestinal and neurological infections in humans and animals. Since astrovirus is genetically diverse and different astrovirus genotypes can be found in the same animal species, astrovirus is a potential zoonotic threat to humans. In this study, we screened for astroviruses in rodents from Hong Kong, Hunan and Guangxi. Astrovirus was detected in 11.9 % (67/562) of rectal swab specimens. Phylogenetic analysis of the ORF1b region, which encodes the RdRp, showed that there were four distinct clusters (clusters A, B, C and D). Whole genome sequencing was performed for 11 representative strains from each of these four clusters. The mean amino acid genetic distances (p-dist) of full-length ORF2 were >0.634 between clusters A, B, C and other known astroviruses. The p-dist between clusters A and B, A and C, and B and C were 0.371-0.375, 0.517-0.549 and 0.524-0.555, respectively. Within cluster C, the p-dist between HN-014 and GX-006 was 0.372. Since strains with p-dist of ≥0.368 in ORF2 are now considered to be of separate genotypes species, cluster A, cluster B, cluster C-HN-014 and cluster C-GX-006 can be classified as novel genotype species. Cluster D was most closely related to the rodent astrovirus previously identified in Hong Kong. Since rodents live in close proximity to humans, interspecies jumping of these novel astroviruses may represent a threat to human health.