Background: Plant height is an important plant architecture character closely related to yield performance of many crops. Reasonable reduction of plant height of crops is beneficial for enhancing lodging resistance and improving yield. Results: In the present study, we described a Brassica napus dwarf mutant bnd2 induced by ethyl methanesulfonate (EMS) mutagenesis. Compared to wild type, bnd2 showed shorter stature, shorter hypocotyl, as well as shorter petiole leaves. We crossed the bnd2 mutant with its wild type and found that the ratio of the mutant to the wild type in the F2 population was close to 1:3, indicating that bnd2 is a recessive mutation of a single locus. Following bulked segregant analysis (BSA) by resequencing, BND2 was located into the 13.77 Mb-18.08 Mb interval of chromosome A08, with a length of 4.31 Mb. After fine mapping with SNP and InDel markers, the gene was narrowed to a 140-Kb interval ranging from 15.62 Mb to 15.76 Mb. According to reference genome annotation, there are 27 genes in the interval, and one of them BnaA08g20960D has a SNP type variation in the intron between the mutant and its parent, which may be the candidate gene conferring to BND2. The hybrid line derived from a cross between the mutant bnd2 and a commercial cultivar L329 has similar plant height but higher grain yield than the commercial cultivar, suggesting that the allele bnd2 is benefit for hybrid breeding of lodging resistance and high yield in rapeseed.Conclusion: In this study, we found a fresh resource and a new locus for dwarf in rapeseed, which may be benefit for functional analysis of genetic mechanism of plant architecture and grain yield in rapeseed.