In Xiao et al. (2005) radial velocities from a single Doppler radar were assimilated into
MM5 using 3DVAR scheme for a heavy rainfall case that occurred on 10 June 2002.
Vertical velocity increments were included via Richardson’s balance equation, and an
observation operator for the radial velocity was developed.