Sherry Murnane was last seen on foot in the area of Carbon Canyon and Rubel, according to Brea police.
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A description of Murnane was immediately available, but police posted a photo of her on the department's Twitter page.
Police said a helicopter, a tracking dog and search parties were being used in the search.
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Anyone with information is urged to contact 911 or 714-990-7911.