Authorities have released a photo of the black and yellow bicycle leaning up against a large rock near the start of a local tramping track.
An aqua-blue helmet has been carefully placed on the seat.
"Our enquiries have led us to believe that the bike - which has been left at the beginning of Palmers Track and Aotea Rd - has been there since Monday, February 17," police said.
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The Department of Conversation is now also involved and staff have been visiting huts and speaking to trampers in the area to try and find the owner.
Anyone with information is urged to call Auckland Police on (09) 302 6640