The commercial fisherman gave no indication of where he was going when he left on the afternoon of March 8.
Police said there was no immediate indication of what happened to him.
Mr Blair's brother Peter said yesterday while some members of the family were clinging to hope that he would still be found alive, he said he had personally "sort of accepted Kerry has gone".
"There was a glimmer of hope that he might have been alive, but not to have been aboard was pretty destroying," he told APNZ.
The news came as a thunderbolt.
"I was pretty upset. It's my brother," Peter Blair said.
Mr Blair said the family hoped a forensic examination of the boat would answer all of the questions that they had into the unexplained disappearance.