Police have confirmed the body, discovered in the river to the rear of Harlaw Road, is that of 84-year-old Walter Anderson.
His relatives have been made aware.
Mr Anderson had been suffering from Alzheimer’s.
A Police Scotland statement confirmed: “There are no suspicious circumstances surrounding the death and a report will be submitted to the Procurator Fiscal.
“The media and members of the public are thanked for their support during our investigation.”