Lower, Mark A (1860) Patronymica Britannica: a dictionary of the family names of the United Kingdom. London: J.R. Smith. Public Domain.
BLOSSOM
As described in historical dictionaries
Patronymica Britannica (1860)
BLOSSOM. Possibly a corruption of Bloxham, or of Bloxholme, parishes in COS. Oxon and Lincoln.