Mr Latus said the albatross, reckoned to be about 2-3 years old, was known to nest on Campbell Island.
"It was brought into Massey University after someone found it near Levin. Apparently, it had been blown inland during the stormy weather," he said.
Normally the bird would have been released off the Levin coast but a recent oil spill ruled that out.
"They contacted us [on Tuesday night] and we were good to go the next day," Mr Latus said.
The bird was brought over to Wanganui by university veterinary staff in what he described as a "triple XL cat cage".
"The vets were keen to get the bird back on to the water because albatrosses have very delicate feet," he said.
The weather was kind for the release, with a gentle swell running, and the Coastguard took the bird and its handlers a few kilometres off the Whanganui River bar.
Mr Latus said that, once back on the water, the albatross started preening and was soon flexing its wings.
The rescue boat headed back to port before they saw the bird take off, ending an operation that took no more than an hour.