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Police in Andratx had been searching for Noakes, who has Alzheimer's disease, after they were alerted by the 81-year-old's wife Vicky at about 9am local time.
Local police told the BBC he was spotted by a helicopter at around 18:45 local time close to his home.
He is now in hospital and his wife is with him.